From 337db8ec2ba0017ba71dafb0a0c57ea37e7954a5 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Wed, 28 Oct 2020 16:56:05 -0500 Subject: [PATCH 01/17] added yaml files and fixed notebook --- src/python_routing_v01/Florence_Test.ipynb | 1088 ++++++++++++++++- test/input/json/florence_933020089.json | 6 +- test/input/json/florence_933020089_dt10.json | 87 ++ test/input/json/florence_933020089_dt300.json | 87 ++ test/input/json/florence_933020089_dt60.json | 87 ++ test/input/yaml/florence_933020089_dt10.yaml | 96 ++ test/input/yaml/florence_933020089_dt300.yaml | 95 ++ test/input/yaml/florence_933020089_dt60.yaml | 95 ++ 8 files changed, 1611 insertions(+), 30 deletions(-) create mode 100644 test/input/json/florence_933020089_dt10.json create mode 100644 test/input/json/florence_933020089_dt300.json create mode 100644 test/input/json/florence_933020089_dt60.json create mode 100644 test/input/yaml/florence_933020089_dt10.yaml create mode 100644 test/input/yaml/florence_933020089_dt300.yaml create mode 100644 test/input/yaml/florence_933020089_dt60.yaml diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 1c1a68bcb..e7c84cd1e 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -20,17 +20,18 @@ "from tqdm import tqdm\n", "import multiprocessing\n", "\n", - "root = pathlib.Path(\"../../..\").resolve()\n", + "root = pathlib.Path(\"../../\").resolve()\n", "sys.path.append(str(root.joinpath(\"src\", \"python_framework_v02\")))\n", "sys.path.append(str(root.joinpath(\"src\", \"python_framework_v01\")))\n", + "sys.path.append(str(root.joinpath(\"src\", \"python_routing_v01\")))\n", "sys.path.append(\".\")\n", "import nhd_io as nio\n", "import compute_nhd_routing_SingleSeg as tr\n", "import nhd_network_utilities_v01 as nnu\n", "import nhd_reach_utilities as nru\n", "\n", - "custom_input_folder = root.joinpath(\"test\", \"input\", \"json\")\n", - "custom_input_file = \"florence_933020089.json\"\n", + "custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", + "custom_input_file = \"florence_933020089_dt60.yaml\"\n", "run_pocono2_test = None\n" ] }, @@ -43,9 +44,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + " data = yaml.load(custom_file)\n" + ] + } + ], "source": [ "supernetwork_parameters = None\n", "waterbody_parameters = None\n", @@ -128,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -151,9 +161,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.03620290756225586 seconds.\n" + ] + } + ], "source": [ "if showtiming:\n", " program_start_time = time.time()\n", @@ -199,9 +220,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.005284309387207031 seconds.\n" + ] + } + ], "source": [ "# STEP 2: Separate the networks and build the sub-graph of reaches within each network\n", "if showtiming:\n", @@ -225,9 +256,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.017442703247070312 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 5.1021575927734375e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.019870996475219727 seconds.\n" + ] + } + ], "source": [ "# STEP 3: Organize Network for Waterbodies\n", "if break_network_at_waterbodies:\n", @@ -327,9 +374,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.021341800689697266 seconds.\n" + ] + } + ], "source": [ "# STEP 4: Handle Channel Initial States\n", "if showtiming:\n", @@ -370,9 +427,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 5.48949122428894 seconds.\n" + ] + } + ], "source": [ "# STEP 5: Read (or set) QLateral Inputs\n", "if showtiming:\n", @@ -413,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -436,9 +503,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "writing netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777239.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777253.nc\n", + "writing netcdf output to --> ../../test/output/text/8777191.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777285.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "writing netcdf output to --> ../../test/output/text/8777207.nc\n", + "writing netcdf output to --> ../../test/output/text/8777187.nc\n", + "writing netcdf output to --> ../../test/output/text/8777241.nc\n", + "writing netcdf output to --> ../../test/output/text/8777141.nc\n", + "writing netcdf output to --> ../../test/output/text/8777225.nc\n", + "writing netcdf output to --> ../../test/output/text/8777125.nc\n", + "writing netcdf output to --> ../../test/output/text/8778363.nc\n", + "writing netcdf output to --> ../../test/output/text/8778465.nc\n", + "writing netcdf output to --> ../../test/output/text/8778503.nc\n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "writing netcdf output to --> ../../test/output/text/933020089.nc\n" + ] + } + ], "source": [ "# Define the pool after we create the static global objects (and collect the garbage)\n", "if parallel_compute:\n", @@ -454,9 +547,102 @@ }, { "cell_type": "code", - 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2199600 rows × 10 columns

\n", + "" + ], + "text/plain": [ + " time flowval velval_list depthval qlatval storageval \\\n", + "key_index \n", + "8780801 0.0 0.000177 0.033756 0.004995 0.000177 2.619345e-08 \n", + "8780801 300.0 0.000177 0.033788 0.005002 0.000177 4.365575e-08 \n", + "8780801 600.0 0.000177 0.033795 0.005004 0.000177 5.675247e-08 \n", + "8780801 900.0 0.000177 0.033797 0.005004 0.000177 6.548362e-08 \n", + "8780801 1200.0 0.000177 0.033797 0.005004 0.000177 6.984919e-08 \n", + "... ... ... ... ... ... ... \n", + "8778465 1078500.0 0.000167 0.000000 0.000000 0.133463 8.598806e+06 \n", + "8778465 1078800.0 0.000167 0.000000 0.000000 0.133463 8.599051e+06 \n", + "8778465 1079100.0 0.000167 0.000000 0.000000 0.133463 8.599297e+06 \n", + "8778465 1079400.0 0.000167 0.000000 0.000000 0.133463 8.599542e+06 \n", + "8778465 1079700.0 0.000167 0.000000 0.000000 0.133463 8.599787e+06 \n", + "\n", + " qlatCumval kinCelerity courant X \n", + "key_index \n", + "8780801 5.312108e-02 0.055861 0.087740 0.499502 \n", + "8780801 1.062422e-01 0.055914 0.087823 0.499503 \n", + "8780801 1.593632e-01 0.055926 0.087842 0.499503 \n", + "8780801 2.124843e-01 0.055929 0.087847 0.499503 \n", + "8780801 2.656054e-01 0.055930 0.087848 0.499503 \n", + "... ... ... ... ... \n", + "8778465 1.440139e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440179e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440219e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440259e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440299e+06 0.000000 0.000000 0.000000 \n", + "\n", + "[2199600 rows x 10 columns]" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "key_index = all_results.keys()\n", + "key_index = list(itertools.chain.from_iterable(itertools.repeat(x, single_seg_length) for x in key_index))\n", + "data = {'key_index':list(key_index),\n", + " 'time':list(time),\n", + " 'flowval':list(flowval),\n", + " 'velval_list':list(velval_list),\n", + " 'depthval':list(depthval),\n", + " 'qlatval':list(qlatval),\n", + " 'storageval':list(storageval),\n", + " 'qlatCumval':list(qlatCumval),\n", + " 'kinCelerity':list(kinCelerity),\n", + " 'courant':list(courant),\n", + " 'X':list(X)}\n", + "df = pd.DataFrame(data)\n", + "df = df.set_index('key_index') \n", + "df = df.reset_index()\n", + "df = df.set_index('key_index') \n", + "\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: plotly in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (4.9.0)\n", + "Requirement already satisfied: six in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.15.0)\n", + "Requirement already satisfied: retrying>=1.3.3 in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.3.3)\n" + ] + } + ], + "source": [ + "!pip install plotly" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "#top 25 courants based on our work this morning and their segment IDs" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(933020027, 126.81378173828125), (8777735, 73.86154174804688), (933020017, 47.82014846801758), (8778581, 41.540863037109375), (933020059, 36.24374771118164), (933020061, 23.67105484008789), (8780597, 17.922224044799805), (933020020, 13.929777145385742), (933020058, 12.283413887023926), (933020023, 10.532113075256348), (8777485, 9.097070693969727), (933020036, 8.125431060791016), (8778795, 8.072996139526367), (8778021, 7.252985954284668), (8777339, 6.937002658843994), (8777477, 6.692083358764648), (8777867, 6.3316121101379395), (8780495, 6.3252692222595215), (8777481, 5.747074604034424), (8780607, 5.367031574249268), (8777861, 5.337118625640869), (933020050, 5.220866680145264), (8779003, 4.974883556365967), (8780751, 4.962591648101807), (8778947, 4.876999855041504)]\n" + ] + } + ], + "source": [ + "seg_list = []\n", + "seg_courant_maxes = []\n", + "for seg in all_results:\n", + " seg_list.append(seg)\n", + " seg_courant_maxes.append(max(all_results[seg][:,tr.courant_index]))\n", + "zipped = zip(seg_list,seg_courant_maxes)\n", + "zipped = list(zipped)\n", + "res = sorted(zipped, key = lambda x: x[1],reverse=True) \n", + "# A.sort(reverse=True)\n", + "res = (res)[:25]\n", + "print((res)[:25])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "#A list of those IDs" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[933020027,\n", + " 8777735,\n", + " 933020017,\n", + " 8778581,\n", + " 933020059,\n", + " 933020061,\n", + " 8780597,\n", + " 933020020,\n", + " 933020058,\n", + " 933020023,\n", + " 8777485,\n", + " 933020036,\n", + " 8778795,\n", + " 8778021,\n", + " 8777339,\n", + " 8777477,\n", + " 8777867,\n", + " 8780495,\n", + " 8777481,\n", + " 8780607,\n", + " 8777861,\n", + " 933020050,\n", + " 8779003,\n", + " 8780751,\n", + " 8778947]" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "major_segments = []\n", + "for x,y in res[:25]:\n", + " major_segments.append(x)\n", + "major_segments" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "#Filtering out the above segment IDs from the original df." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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timeflowvalvelval_listdepthvalqlatvalstoragevalqlatCumvalkinCeleritycourantX
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [time, flowval, velval_list, depthval, qlatval, storageval, qlatCumval, kinCelerity, courant, X]\n", + "Index: []" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.loc[df['courant'] == 25.363832473754883]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "#Automated plotter based on filtered dataframe" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 3600\n", + "3600 7200\n", + "7200 10800\n", + "10800 14400\n", + "14400 18000\n", + "18000 21600\n", + "21600 25200\n", + "25200 28800\n", + "28800 32400\n", + "32400 36000\n", + "36000 39600\n", + "39600 43200\n", + "43200 46800\n", + "46800 50400\n", + "50400 54000\n", + "54000 57600\n", + "57600 61200\n", + "61200 64800\n", + "64800 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"cell_type": "code", @@ -645,7 +1679,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "" + "version": "3.6.8" } }, "nbformat": 4, diff --git a/test/input/json/florence_933020089.json b/test/input/json/florence_933020089.json index a77ab00c3..f74fd474e 100644 --- a/test/input/json/florence_933020089.json +++ b/test/input/json/florence_933020089.json @@ -7,9 +7,9 @@ "debuglevel": -2, "break_network_at_waterbodies": true, "assume_short_ts": true, - "qts_subdivisions": 12, - "dt": 300, - "nts": 2016, + "qts_subdivisions": 60, + "dt": 60, + "nts": 10080, "cpu-pool": 4 }, "output_parameters": diff --git a/test/input/json/florence_933020089_dt10.json b/test/input/json/florence_933020089_dt10.json new file mode 100644 index 000000000..bb416186b --- /dev/null +++ b/test/input/json/florence_933020089_dt10.json @@ -0,0 +1,87 @@ +{ + "run_parameters": + { + "parallel_compute": true, + "verbose": true, + "showtiming": true, + "debuglevel": -2, + "break_network_at_waterbodies": true, + "assume_short_ts": true, + "qts_subdivisions": 360, + "dt": 10, + "nts": 108000, + "cpu-pool": 4 + }, + "output_parameters": + { + "csv_output": + { + "csv_output_folder": "../../test/output/text", + "csv_output_segments": [933020089] + }, + "nc_output_folder": "../../test/output/text" + }, + "supernetwork_parameters": + { + "title_string": "Hurricante Florence cutout", + "geo_file_path": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "mask_file_path": "./933020089_mask.csv", + "mask_layer_string": "", + "mask_driver_string": "csv", + "mask_key_col": 0, + "key_col": 16, + "downstream_col": 22, + "length_col": 3, + "manningn_col": 18, + "manningncc_col": 19, + "slope_col": 8, + "bottomwidth_col": 0, + "waterbody_col": 6, + "waterbody_null_code": -9999, + "topwidth_col": 9, + "topwidthcc_col": 10, + "MusK_col": 4, + "MusX_col": 5, + "ChSlp_col": 1, + "terminal_code": 0, + "driver_string": "NetCDF", + "layer_string": 0 + }, + "waterbody_parameters": { + "level_pool": + { + "level_pool_waterbody_parameter_file_path": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc", + "level_pool_waterbody_id": "lake_id", + "level_pool_waterbody_area": "LkArea", + "level_pool_weir_elevation": "WeirE", + "level_pool_waterbody_max_elevation": "LkMxE", + "level_pool_outfall_weir_coefficient": "WeirC", + "level_pool_outfall_weir_length": "WeirL", + "level_pool_overall_dam_length": "DamL", + "level_pool_orifice_elevation": "OrificeE", + "level_pool_orifice_coefficient": "OrificeC", + "level_pool_orifice_area": "OrificeA" + } + }, + "forcing_parameters": + { + "qlat_input_folder": "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/", + "qlat_file_pattern_filter": ["/2018091[456789]*.CHRTOUT_DOMAIN1", "/2018092*.CHRTOUT_DOMAIN1"], + "qlat_file_index_col": "feature_id", + "qlat_file_value_col": "q_lateral" + }, + "restart_parameters": + { + "wrf_hydro_channel_restart_file": "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1", + "wrf_hydro_channel_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "wrf_hydro_channel_ID_crosswalk_file_field_name": "link", + "wrf_hydro_channel_restart_upstream_flow_field_name": "qlink1", + "wrf_hydro_channel_restart_downstream_flow_field_name": "qlink2", + "wrf_hydro_channel_restart_depth_flow_field_name": "hlink", + "wrf_hydro_waterbody_restart_file": "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1", + "wrf_hydro_waterbody_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc", + "wrf_hydro_waterbody_ID_crosswalk_file_field_name": "lake_id", + "wrf_hydro_channel_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "wrf_hydro_waterbody_crosswalk_filter_file_field_name": "NHDWaterbodyComID" + } +} diff --git a/test/input/json/florence_933020089_dt300.json b/test/input/json/florence_933020089_dt300.json new file mode 100644 index 000000000..452f95c82 --- /dev/null +++ b/test/input/json/florence_933020089_dt300.json @@ -0,0 +1,87 @@ +{ + "run_parameters": + { + "parallel_compute": true, + "verbose": true, + "showtiming": true, + "debuglevel": -2, + "break_network_at_waterbodies": true, + "assume_short_ts": true, + "qts_subdivisions": 12, + "dt": 300, + "nts": 3600, + "cpu-pool": 4 + }, + "output_parameters": + { + "csv_output": + { + "csv_output_folder": "../../test/output/text", + "csv_output_segments": [933020089] + }, + "nc_output_folder": "../../test/output/text" + }, + "supernetwork_parameters": + { + "title_string": "Hurricante Florence cutout", + "geo_file_path": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "mask_file_path": "./933020089_mask.csv", + "mask_layer_string": "", + "mask_driver_string": "csv", + "mask_key_col": 0, + "key_col": 16, + "downstream_col": 22, + "length_col": 3, + "manningn_col": 18, + "manningncc_col": 19, + "slope_col": 8, + "bottomwidth_col": 0, + "waterbody_col": 6, + "waterbody_null_code": -9999, + "topwidth_col": 9, + "topwidthcc_col": 10, + "MusK_col": 4, + "MusX_col": 5, + "ChSlp_col": 1, + "terminal_code": 0, + "driver_string": "NetCDF", + "layer_string": 0 + }, + "waterbody_parameters": { + "level_pool": + { + "level_pool_waterbody_parameter_file_path": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc", + "level_pool_waterbody_id": "lake_id", + "level_pool_waterbody_area": "LkArea", + "level_pool_weir_elevation": "WeirE", + "level_pool_waterbody_max_elevation": "LkMxE", + "level_pool_outfall_weir_coefficient": "WeirC", + "level_pool_outfall_weir_length": "WeirL", + "level_pool_overall_dam_length": "DamL", + "level_pool_orifice_elevation": "OrificeE", + "level_pool_orifice_coefficient": "OrificeC", + "level_pool_orifice_area": "OrificeA" + } + }, + "forcing_parameters": + { + "qlat_input_folder": "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/", + "qlat_file_pattern_filter": ["/2018091[456789]*.CHRTOUT_DOMAIN1", "/2018092*.CHRTOUT_DOMAIN1"], + "qlat_file_index_col": "feature_id", + "qlat_file_value_col": "q_lateral" + }, + "restart_parameters": + { + "wrf_hydro_channel_restart_file": "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1", + "wrf_hydro_channel_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "wrf_hydro_channel_ID_crosswalk_file_field_name": "link", + "wrf_hydro_channel_restart_upstream_flow_field_name": "qlink1", + "wrf_hydro_channel_restart_downstream_flow_field_name": "qlink2", + "wrf_hydro_channel_restart_depth_flow_field_name": "hlink", + "wrf_hydro_waterbody_restart_file": "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1", + "wrf_hydro_waterbody_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc", + "wrf_hydro_waterbody_ID_crosswalk_file_field_name": "lake_id", + "wrf_hydro_channel_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "wrf_hydro_waterbody_crosswalk_filter_file_field_name": "NHDWaterbodyComID" + } +} diff --git a/test/input/json/florence_933020089_dt60.json b/test/input/json/florence_933020089_dt60.json new file mode 100644 index 000000000..f74fd474e --- /dev/null +++ b/test/input/json/florence_933020089_dt60.json @@ -0,0 +1,87 @@ +{ + "run_parameters": + { + "parallel_compute": true, + "verbose": true, + "showtiming": true, + "debuglevel": -2, + "break_network_at_waterbodies": true, + "assume_short_ts": true, + "qts_subdivisions": 60, + "dt": 60, + "nts": 10080, + "cpu-pool": 4 + }, + "output_parameters": + { + "csv_output": + { + "csv_output_folder": "../../test/output/text", + "csv_output_segments": [933020089] + }, + "nc_output_folder": "../../test/output/text" + }, + "supernetwork_parameters": + { + "title_string": "Hurricante Florence cutout", + "geo_file_path": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "mask_file_path": "./933020089_mask.csv", + "mask_layer_string": "", + "mask_driver_string": "csv", + "mask_key_col": 0, + "key_col": 16, + "downstream_col": 22, + "length_col": 3, + "manningn_col": 18, + "manningncc_col": 19, + "slope_col": 8, + "bottomwidth_col": 0, + "waterbody_col": 6, + "waterbody_null_code": -9999, + "topwidth_col": 9, + "topwidthcc_col": 10, + "MusK_col": 4, + "MusX_col": 5, + "ChSlp_col": 1, + "terminal_code": 0, + "driver_string": "NetCDF", + "layer_string": 0 + }, + "waterbody_parameters": { + "level_pool": + { + "level_pool_waterbody_parameter_file_path": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc", + "level_pool_waterbody_id": "lake_id", + "level_pool_waterbody_area": "LkArea", + "level_pool_weir_elevation": "WeirE", + "level_pool_waterbody_max_elevation": "LkMxE", + "level_pool_outfall_weir_coefficient": "WeirC", + "level_pool_outfall_weir_length": "WeirL", + "level_pool_overall_dam_length": "DamL", + "level_pool_orifice_elevation": "OrificeE", + "level_pool_orifice_coefficient": "OrificeC", + "level_pool_orifice_area": "OrificeA" + } + }, + "forcing_parameters": + { + "qlat_input_folder": "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/", + "qlat_file_pattern_filter": ["/2018091[456789]*.CHRTOUT_DOMAIN1", "/2018092*.CHRTOUT_DOMAIN1"], + "qlat_file_index_col": "feature_id", + "qlat_file_value_col": "q_lateral" + }, + "restart_parameters": + { + "wrf_hydro_channel_restart_file": "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1", + "wrf_hydro_channel_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "wrf_hydro_channel_ID_crosswalk_file_field_name": "link", + "wrf_hydro_channel_restart_upstream_flow_field_name": "qlink1", + "wrf_hydro_channel_restart_downstream_flow_field_name": "qlink2", + "wrf_hydro_channel_restart_depth_flow_field_name": "hlink", + "wrf_hydro_waterbody_restart_file": "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1", + "wrf_hydro_waterbody_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc", + "wrf_hydro_waterbody_ID_crosswalk_file_field_name": "lake_id", + "wrf_hydro_channel_ID_crosswalk_file": "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc", + "wrf_hydro_waterbody_crosswalk_filter_file_field_name": "NHDWaterbodyComID" + } +} diff --git a/test/input/yaml/florence_933020089_dt10.yaml b/test/input/yaml/florence_933020089_dt10.yaml new file mode 100644 index 000000000..b8e7f90f5 --- /dev/null +++ b/test/input/yaml/florence_933020089_dt10.yaml @@ -0,0 +1,96 @@ +--- +run_parameters: + parallel_compute: true + verbose: true + showtiming: true + debuglevel: -2 + break_network_at_waterbodies: true + assume_short_ts: true + qts_subdivisions: 360 + dt: 10 + nts: 108000 + + cpu-pool: 4 +output_parameters: + csv_output: + csv_output_folder: "../../test/output/text" + csv_output_segments: + - 933020089 + nc_output_folder: "../../test/output/text" +supernetwork_parameters: + title_string: Hurricante Florence cutout + geo_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" + mask_file_path: "./933020089_mask.csv" + mask_layer_string: '' + mask_driver_string: csv + mask_key_col: 0 + key_col: 16 + downstream_col: 22 + length_col: 3 + manningn_col: 18 + manningncc_col: 19 + slope_col: 8 + bottomwidth_col: 0 + waterbody_col: 6 + waterbody_null_code: -9999 + topwidth_col: 9 + topwidthcc_col: 10 + MusK_col: 4 + MusX_col: 5 + ChSlp_col: 1 + terminal_code: 0 + driver_string: NetCDF + layer_string: 0 + # "link", + # "to", + # "Length", + # "n", + # "nCC", + # "So", + # "BtmWdth", + # "TopWdth", + # "TopWdthCC", + # "NHDWaterbodyComID", + # "MusK", + # "MusX", + # "ChSlp", +#waterboy parameters and assignments from lake parm file +waterbody_parameters: + level_pool: + #WRF-Hydro lake parm file + level_pool_waterbody_parameter_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" + level_pool_waterbody_id: lake_id + level_pool_waterbody_area: LkArea + level_pool_weir_elevation: WeirE + level_pool_waterbody_max_elevation: LkMxE + level_pool_outfall_weir_coefficient: WeirC + level_pool_outfall_weir_length: WeirL + level_pool_overall_dam_length: DamL + level_pool_orifice_elevation: OrificeE + level_pool_orifice_coefficient: OrificeC + level_pool_orifice_area: OrificeA +#WRF-Hydro output file +forcing_parameters: + qlat_input_folder: "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/" + qlat_file_pattern_filter: + - "/2018091[456789]*.CHRTOUT_DOMAIN1" + - "/2018092*.CHRTOUT_DOMAIN1" + qlat_file_index_col: feature_id + qlat_file_value_col: q_lateral +#WRF-Hydro restart files +restart_parameters: + #WRF-Hydro channels restart file + wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + #WRF-Hydro channels ID crosswalk file + wrf_hydro_channel_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" + wrf_hydro_channel_ID_crosswalk_file_field_name: link + wrf_hydro_channel_restart_upstream_flow_field_name: qlink1 + wrf_hydro_channel_restart_downstream_flow_field_name: qlink2 + wrf_hydro_channel_restart_depth_flow_field_name: hlink + #WRF-Hydro waterbodies restart file + wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + #WRF-Hydro waterbody ID crosswalk file + wrf_hydro_waterbody_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" + wrf_hydro_waterbody_ID_crosswalk_file_field_name: lake_id + #WRF-Hydro waterbody crosswalk filter file + wrf_hydro_waterbody_crosswalk_filter_file_field_name: NHDWaterbodyComID diff --git a/test/input/yaml/florence_933020089_dt300.yaml b/test/input/yaml/florence_933020089_dt300.yaml new file mode 100644 index 000000000..dbdeb4573 --- /dev/null +++ b/test/input/yaml/florence_933020089_dt300.yaml @@ -0,0 +1,95 @@ +--- +run_parameters: + parallel_compute: true + verbose: true + showtiming: true + debuglevel: -2 + break_network_at_waterbodies: true + assume_short_ts: true + qts_subdivisions: 12 + dt: 300 + nts: 3600 + cpu-pool: 4 +output_parameters: + csv_output: + csv_output_folder: "../../test/output/text" + csv_output_segments: + - 933020089 + nc_output_folder: "../../test/output/text" +supernetwork_parameters: + title_string: Hurricante Florence cutout + geo_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" + mask_file_path: "./933020089_mask.csv" + mask_layer_string: '' + mask_driver_string: csv + mask_key_col: 0 + key_col: 16 + downstream_col: 22 + length_col: 3 + manningn_col: 18 + manningncc_col: 19 + slope_col: 8 + bottomwidth_col: 0 + waterbody_col: 6 + waterbody_null_code: -9999 + topwidth_col: 9 + topwidthcc_col: 10 + MusK_col: 4 + MusX_col: 5 + ChSlp_col: 1 + terminal_code: 0 + driver_string: NetCDF + layer_string: 0 + # "link", + # "to", + # "Length", + # "n", + # "nCC", + # "So", + # "BtmWdth", + # "TopWdth", + # "TopWdthCC", + # "NHDWaterbodyComID", + # "MusK", + # "MusX", + # "ChSlp", +#waterboy parameters and assignments from lake parm file +waterbody_parameters: + level_pool: + #WRF-Hydro lake parm file + level_pool_waterbody_parameter_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" + level_pool_waterbody_id: lake_id + level_pool_waterbody_area: LkArea + level_pool_weir_elevation: WeirE + level_pool_waterbody_max_elevation: LkMxE + level_pool_outfall_weir_coefficient: WeirC + level_pool_outfall_weir_length: WeirL + level_pool_overall_dam_length: DamL + level_pool_orifice_elevation: OrificeE + level_pool_orifice_coefficient: OrificeC + level_pool_orifice_area: OrificeA +#WRF-Hydro output file +forcing_parameters: + qlat_input_folder: "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/" + qlat_file_pattern_filter: + - "/2018091[456789]*.CHRTOUT_DOMAIN1" + - "/2018092*.CHRTOUT_DOMAIN1" + qlat_file_index_col: feature_id + qlat_file_value_col: q_lateral +#WRF-Hydro restart files +restart_parameters: + #WRF-Hydro channels restart file + wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + #WRF-Hydro channels ID crosswalk file + wrf_hydro_channel_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" + wrf_hydro_channel_ID_crosswalk_file_field_name: link + wrf_hydro_channel_restart_upstream_flow_field_name: qlink1 + wrf_hydro_channel_restart_downstream_flow_field_name: qlink2 + wrf_hydro_channel_restart_depth_flow_field_name: hlink + #WRF-Hydro waterbodies restart file + wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + #WRF-Hydro waterbody ID crosswalk file + wrf_hydro_waterbody_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" + wrf_hydro_waterbody_ID_crosswalk_file_field_name: lake_id + #WRF-Hydro waterbody crosswalk filter file + wrf_hydro_waterbody_crosswalk_filter_file_field_name: NHDWaterbodyComID diff --git a/test/input/yaml/florence_933020089_dt60.yaml b/test/input/yaml/florence_933020089_dt60.yaml new file mode 100644 index 000000000..093e9798d --- /dev/null +++ b/test/input/yaml/florence_933020089_dt60.yaml @@ -0,0 +1,95 @@ +--- +run_parameters: + parallel_compute: true + verbose: true + showtiming: true + debuglevel: -2 + break_network_at_waterbodies: true + assume_short_ts: true + qts_subdivisions: 60 + dt: 60 + nts: 10080 + cpu-pool: 4 +output_parameters: + csv_output: + csv_output_folder: "../../test/output/text" + csv_output_segments: + - 933020089 + nc_output_folder: "../../test/output/text" +supernetwork_parameters: + title_string: Hurricante Florence cutout + geo_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" + mask_file_path: "./933020089_mask.csv" + mask_layer_string: '' + mask_driver_string: csv + mask_key_col: 0 + key_col: 16 + downstream_col: 22 + length_col: 3 + manningn_col: 18 + manningncc_col: 19 + slope_col: 8 + bottomwidth_col: 0 + waterbody_col: 6 + waterbody_null_code: -9999 + topwidth_col: 9 + topwidthcc_col: 10 + MusK_col: 4 + MusX_col: 5 + ChSlp_col: 1 + terminal_code: 0 + driver_string: NetCDF + layer_string: 0 + # "link", + # "to", + # "Length", + # "n", + # "nCC", + # "So", + # "BtmWdth", + # "TopWdth", + # "TopWdthCC", + # "NHDWaterbodyComID", + # "MusK", + # "MusX", + # "ChSlp", +#waterboy parameters and assignments from lake parm file +waterbody_parameters: + level_pool: + #WRF-Hydro lake parm file + level_pool_waterbody_parameter_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" + level_pool_waterbody_id: lake_id + level_pool_waterbody_area: LkArea + level_pool_weir_elevation: WeirE + level_pool_waterbody_max_elevation: LkMxE + level_pool_outfall_weir_coefficient: WeirC + level_pool_outfall_weir_length: WeirL + level_pool_overall_dam_length: DamL + level_pool_orifice_elevation: OrificeE + level_pool_orifice_coefficient: OrificeC + level_pool_orifice_area: OrificeA +#WRF-Hydro output file +forcing_parameters: + qlat_input_folder: "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/" + qlat_file_pattern_filter: + - "/2018091[456789]*.CHRTOUT_DOMAIN1" + - "/2018092*.CHRTOUT_DOMAIN1" + qlat_file_index_col: feature_id + qlat_file_value_col: q_lateral +#WRF-Hydro restart files +restart_parameters: + #WRF-Hydro channels restart file + wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + #WRF-Hydro channels ID crosswalk file + wrf_hydro_channel_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" + wrf_hydro_channel_ID_crosswalk_file_field_name: link + wrf_hydro_channel_restart_upstream_flow_field_name: qlink1 + wrf_hydro_channel_restart_downstream_flow_field_name: qlink2 + wrf_hydro_channel_restart_depth_flow_field_name: hlink + #WRF-Hydro waterbodies restart file + wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + #WRF-Hydro waterbody ID crosswalk file + wrf_hydro_waterbody_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" + wrf_hydro_waterbody_ID_crosswalk_file_field_name: lake_id + #WRF-Hydro waterbody crosswalk filter file + wrf_hydro_waterbody_crosswalk_filter_file_field_name: NHDWaterbodyComID From 0ce1969414dc04bb23759c35ce3b0eee271266f8 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Thu, 29 Oct 2020 10:06:24 -0500 Subject: [PATCH 02/17] added ts relationships --- test/input/yaml/florence_933020089_dt10.yaml | 5 ++++- test/input/yaml/florence_933020089_dt300.yaml | 4 ++++ test/input/yaml/florence_933020089_dt60.yaml | 4 ++++ 3 files changed, 12 insertions(+), 1 deletion(-) diff --git a/test/input/yaml/florence_933020089_dt10.yaml b/test/input/yaml/florence_933020089_dt10.yaml index b8e7f90f5..d88d4f30c 100644 --- a/test/input/yaml/florence_933020089_dt10.yaml +++ b/test/input/yaml/florence_933020089_dt10.yaml @@ -9,7 +9,10 @@ run_parameters: qts_subdivisions: 360 dt: 10 nts: 108000 - + #qts, dt, and nts relationship. + #qts 12*n + #dt 300/n + #nts 3600*n cpu-pool: 4 output_parameters: csv_output: diff --git a/test/input/yaml/florence_933020089_dt300.yaml b/test/input/yaml/florence_933020089_dt300.yaml index dbdeb4573..a5b034512 100644 --- a/test/input/yaml/florence_933020089_dt300.yaml +++ b/test/input/yaml/florence_933020089_dt300.yaml @@ -9,6 +9,10 @@ run_parameters: qts_subdivisions: 12 dt: 300 nts: 3600 + #qts, dt, and nts relationship. + #qts 12*n + #dt 300/n + #nts 3600*n cpu-pool: 4 output_parameters: csv_output: diff --git a/test/input/yaml/florence_933020089_dt60.yaml b/test/input/yaml/florence_933020089_dt60.yaml index 093e9798d..8ca99ca8f 100644 --- a/test/input/yaml/florence_933020089_dt60.yaml +++ b/test/input/yaml/florence_933020089_dt60.yaml @@ -9,6 +9,10 @@ run_parameters: qts_subdivisions: 60 dt: 60 nts: 10080 + #qts, dt, and nts relationship. + #qts 12*n + #dt 300/n + #nts 3600*n cpu-pool: 4 output_parameters: csv_output: From 16a41337a18c3759e7a0407cc40a704cce51d5a9 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Thu, 29 Oct 2020 14:47:07 -0500 Subject: [PATCH 03/17] fixed yaml file 60 --- src/python_routing_v01/Florence_Test.ipynb | 523 ++++++++++--------- test/input/yaml/florence_933020089_dt60.yaml | 2 +- 2 files changed, 269 insertions(+), 256 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index e7c84cd1e..c1227f218 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 142, "metadata": {}, "outputs": [], "source": [ @@ -44,15 +44,17 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 143, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - " data = yaml.load(custom_file)\n" + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" ] } ], @@ -138,7 +140,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 144, "metadata": {}, "outputs": [], "source": [ @@ -161,7 +163,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 145, "metadata": {}, "outputs": [ { @@ -171,7 +173,7 @@ "begin program t-route ...\n", "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 0.03620290756225586 seconds.\n" + "... in 0.044088125228881836 seconds.\n" ] } ], @@ -220,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 146, "metadata": {}, "outputs": [ { @@ -229,7 +231,7 @@ "text": [ "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.005284309387207031 seconds.\n" + "... in 0.006093502044677734 seconds.\n" ] } ], @@ -256,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 147, "metadata": {}, "outputs": [ { @@ -265,13 +267,13 @@ "text": [ "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.017442703247070312 seconds.\n", + "... in 0.014790058135986328 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 5.1021575927734375e-05 seconds.\n", + "... in 4.553794860839844e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.019870996475219727 seconds.\n" + "... in 0.019099950790405273 seconds.\n" ] } ], @@ -374,7 +376,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 148, "metadata": {}, "outputs": [ { @@ -383,7 +385,7 @@ "text": [ "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.021341800689697266 seconds.\n" + "... in 0.020316600799560547 seconds.\n" ] } ], @@ -427,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 149, "metadata": {}, "outputs": [ { @@ -436,7 +438,7 @@ "text": [ "creating qlateral array ...\n", "qlateral array complete\n", - "... in 5.48949122428894 seconds.\n" + "... in 6.030196905136108 seconds.\n" ] } ], @@ -480,7 +482,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 150, "metadata": {}, "outputs": [], "source": [ @@ -503,20 +505,20 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 151, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "writing netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777239.nc\n", + "writing netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777239.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", "\n", "writing netcdf output to --> ../../test/output/text/8777253.nc\n", - "writing netcdf output to --> ../../test/output/text/8777191.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", "\n", - "writing netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777285.nc\n", + "writing netcdf output to --> ../../test/output/text/8777191.ncwriting netcdf output to --> ../../test/output/text/8777173.nc\n", "\n", + "writing netcdf output to --> ../../test/output/text/8777285.nc\n", "writing netcdf output to --> ../../test/output/text/8778365.nc\n", "writing netcdf output to --> ../../test/output/text/8777207.nc\n", "writing netcdf output to --> ../../test/output/text/8777187.nc\n", @@ -547,15 +549,14 @@ }, { "cell_type": "code", - 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"8778465 1.440139e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440179e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440219e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440259e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440267e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440275e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440283e+06 0.000000 0.000000 0.000000 \n", + "8778465 1.440291e+06 0.000000 0.000000 0.000000 \n", "8778465 1.440299e+06 0.000000 0.000000 0.000000 \n", "\n", - "[2199600 rows x 10 columns]" + "[10998000 rows x 10 columns]" ] }, - "execution_count": 27, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" } @@ -1149,7 +1145,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 158, "metadata": {}, "outputs": [ { @@ -1157,8 +1153,8 @@ "output_type": "stream", "text": [ "Requirement already satisfied: plotly in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (4.9.0)\n", - "Requirement already satisfied: six in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.15.0)\n", - "Requirement already satisfied: retrying>=1.3.3 in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.3.3)\n" + "Requirement already satisfied: retrying>=1.3.3 in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.3.3)\n", + "Requirement already satisfied: six in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.15.0)\n" ] } ], @@ -1168,7 +1164,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 159, "metadata": {}, "outputs": [], "source": [ @@ -1177,14 +1173,14 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 160, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[(933020027, 126.81378173828125), (8777735, 73.86154174804688), (933020017, 47.82014846801758), (8778581, 41.540863037109375), (933020059, 36.24374771118164), (933020061, 23.67105484008789), (8780597, 17.922224044799805), (933020020, 13.929777145385742), (933020058, 12.283413887023926), (933020023, 10.532113075256348), (8777485, 9.097070693969727), (933020036, 8.125431060791016), (8778795, 8.072996139526367), (8778021, 7.252985954284668), (8777339, 6.937002658843994), (8777477, 6.692083358764648), (8777867, 6.3316121101379395), (8780495, 6.3252692222595215), (8777481, 5.747074604034424), (8780607, 5.367031574249268), (8777861, 5.337118625640869), (933020050, 5.220866680145264), (8779003, 4.974883556365967), (8780751, 4.962591648101807), (8778947, 4.876999855041504)]\n" + "[(933020027, 25.363832473754883), (8777735, 14.950478553771973), (933020017, 9.564001083374023), (8778581, 8.574037551879883), (933020059, 7.254691123962402), (933020061, 4.696855068206787), (8780597, 3.591726064682007), (933020020, 2.8707876205444336), (933020058, 2.4734983444213867), (933020023, 2.1059963703155518), (8777485, 1.860101580619812), (933020036, 1.6248382329940796), (8778795, 1.6150635480880737), (8778021, 1.4462398290634155), (8777339, 1.393180251121521), (8777867, 1.353600263595581), (8777477, 1.3393661975860596), (8780495, 1.263046383857727), (8777861, 1.1583272218704224), (8777481, 1.149632215499878), (8780607, 1.0738232135772705), (933020050, 1.0441739559173584), (8779003, 0.9976801872253418), (8780751, 0.9917784929275513), (8778947, 0.9753884673118591)]\n" ] } ], @@ -1204,7 +1200,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 161, "metadata": {}, "outputs": [], "source": [ @@ -1213,7 +1209,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 162, "metadata": {}, "outputs": [ { @@ -1234,19 +1230,19 @@ " 8778795,\n", " 8778021,\n", " 8777339,\n", - " 8777477,\n", " 8777867,\n", + " 8777477,\n", " 8780495,\n", + " 8777861,\n", " 8777481,\n", " 8780607,\n", - " 8777861,\n", " 933020050,\n", " 8779003,\n", " 8780751,\n", " 8778947]" ] }, - "execution_count": 32, + "execution_count": 162, "metadata": {}, "output_type": "execute_result" } @@ -1260,7 +1256,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 163, "metadata": {}, "outputs": [], "source": [ @@ -1269,7 +1265,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 164, "metadata": {}, "outputs": [ { @@ -1326,63 +1322,63 @@ " 0.206769\n", " 0.011542\n", " 3.463928e-05\n", - " 0.000012\n", - " 0.010392\n", + " 0.000002\n", + " 0.002078\n", " 0.341748\n", - " 9.320413\n", + " 1.864082\n", " 0.497108\n", " \n", " \n", " 8777735\n", - " 300.0\n", - " 0.004707\n", - " 0.206968\n", - " 0.011559\n", + " 60.0\n", + " 0.004698\n", + " 0.206816\n", + " 0.011546\n", " 3.463928e-05\n", - " 0.000021\n", - " 0.020784\n", - " 0.342073\n", - " 9.329271\n", - " 0.497105\n", + " 0.000003\n", + " 0.004157\n", + " 0.341824\n", + " 1.864496\n", + " 0.497108\n", " \n", " \n", " 8777735\n", - " 600.0\n", - " 0.004716\n", - " 0.207135\n", - " 0.011573\n", + " 120.0\n", + " 0.004700\n", + " 0.206857\n", + " 0.011549\n", " 3.463928e-05\n", - " 0.000030\n", - " 0.031175\n", - " 0.342345\n", - " 9.336675\n", - " 0.497101\n", + " 0.000003\n", + " 0.006235\n", + " 0.341891\n", + " 1.864862\n", + " 0.497107\n", " \n", " \n", " 8777735\n", - " 900.0\n", - " 0.004724\n", - " 0.207273\n", - " 0.011584\n", + " 180.0\n", + " 0.004703\n", + " 0.206897\n", + " 0.011552\n", " 3.463928e-05\n", - " 0.000036\n", - " 0.041567\n", - " 0.342571\n", - " 9.342841\n", - " 0.497099\n", + " 0.000004\n", + " 0.008313\n", + " 0.341956\n", + " 1.865216\n", + " 0.497106\n", " \n", " \n", " 8777735\n", - " 1200.0\n", - " 0.004730\n", - " 0.207388\n", - " 0.011594\n", + " 240.0\n", + " 0.004705\n", + " 0.206935\n", + " 0.011556\n", " 3.463928e-05\n", - " 0.000042\n", - " 0.051959\n", - " 0.342759\n", - " 9.347967\n", - " 0.497096\n", + " 0.000004\n", + " 0.010392\n", + " 0.342019\n", + " 1.865557\n", + " 0.497106\n", " \n", " \n", " ...\n", @@ -1399,107 +1395,107 @@ " \n", " \n", " 8780751\n", - " 1078500.0\n", - " 0.006396\n", - " 0.119820\n", - " 0.024859\n", + " 1079700.0\n", + " 0.006394\n", + " 0.119810\n", + " 0.024856\n", " 6.069202e-07\n", - " 142.379710\n", - " 45.219947\n", - " 0.196465\n", - " 0.647687\n", + " -15.666612\n", + " 45.220530\n", + " 0.196448\n", + " 0.129526\n", " 0.494083\n", " \n", " \n", " 8780751\n", - " 1078800.0\n", - " 0.006395\n", - " 0.119818\n", - " 0.024858\n", + " 1079760.0\n", + " 0.006394\n", + " 0.119809\n", + " 0.024855\n", " 6.069202e-07\n", - " 142.379675\n", - " 45.220129\n", - " 0.196461\n", - " 0.647673\n", + " -15.666626\n", + " 45.220566\n", + " 0.196447\n", + " 0.129526\n", " 0.494083\n", " \n", " \n", " 8780751\n", - 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90000 rows × 10 columns

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450000 rows × 10 columns

\n", "" ], "text/plain": [ " time flowval velval_list depthval qlatval \\\n", "key_index \n", "8777735 0.0 0.004696 0.206769 0.011542 3.463928e-05 \n", - "8777735 300.0 0.004707 0.206968 0.011559 3.463928e-05 \n", - "8777735 600.0 0.004716 0.207135 0.011573 3.463928e-05 \n", - "8777735 900.0 0.004724 0.207273 0.011584 3.463928e-05 \n", - "8777735 1200.0 0.004730 0.207388 0.011594 3.463928e-05 \n", + "8777735 60.0 0.004698 0.206816 0.011546 3.463928e-05 \n", + "8777735 120.0 0.004700 0.206857 0.011549 3.463928e-05 \n", + "8777735 180.0 0.004703 0.206897 0.011552 3.463928e-05 \n", + "8777735 240.0 0.004705 0.206935 0.011556 3.463928e-05 \n", "... ... ... ... ... ... \n", - "8780751 1078500.0 0.006396 0.119820 0.024859 6.069202e-07 \n", - "8780751 1078800.0 0.006395 0.119818 0.024858 6.069202e-07 \n", - "8780751 1079100.0 0.006395 0.119815 0.024857 6.069202e-07 \n", - "8780751 1079400.0 0.006395 0.119812 0.024856 6.069202e-07 \n", - "8780751 1079700.0 0.006394 0.119810 0.024855 6.069202e-07 \n", + "8780751 1079700.0 0.006394 0.119810 0.024856 6.069202e-07 \n", + "8780751 1079760.0 0.006394 0.119809 0.024855 6.069202e-07 \n", + "8780751 1079820.0 0.006394 0.119809 0.024855 6.069202e-07 \n", + "8780751 1079880.0 0.006394 0.119808 0.024855 6.069202e-07 \n", + "8780751 1079940.0 0.006394 0.119808 0.024855 6.069202e-07 \n", "\n", " storageval qlatCumval kinCelerity courant X \n", "key_index \n", - "8777735 0.000012 0.010392 0.341748 9.320413 0.497108 \n", - "8777735 0.000021 0.020784 0.342073 9.329271 0.497105 \n", - "8777735 0.000030 0.031175 0.342345 9.336675 0.497101 \n", - "8777735 0.000036 0.041567 0.342571 9.342841 0.497099 \n", - "8777735 0.000042 0.051959 0.342759 9.347967 0.497096 \n", + "8777735 0.000002 0.002078 0.341748 1.864082 0.497108 \n", + "8777735 0.000003 0.004157 0.341824 1.864496 0.497108 \n", + "8777735 0.000003 0.006235 0.341891 1.864862 0.497107 \n", + "8777735 0.000004 0.008313 0.341956 1.865216 0.497106 \n", + "8777735 0.000004 0.010392 0.342019 1.865557 0.497106 \n", "... ... ... ... ... ... \n", - "8780751 142.379710 45.219947 0.196465 0.647687 0.494083 \n", - "8780751 142.379675 45.220129 0.196461 0.647673 0.494083 \n", - "8780751 142.379641 45.220311 0.196456 0.647659 0.494083 \n", - "8780751 142.379608 45.220493 0.196452 0.647645 0.494083 \n", - "8780751 142.379575 45.220675 0.196448 0.647631 0.494083 \n", + "8780751 -15.666612 45.220530 0.196448 0.129526 0.494083 \n", + "8780751 -15.666626 45.220566 0.196447 0.129526 0.494083 \n", + "8780751 -15.666641 45.220603 0.196447 0.129525 0.494083 \n", + "8780751 -15.666656 45.220639 0.196446 0.129525 0.494083 \n", + "8780751 -15.666671 45.220675 0.196445 0.129524 0.494083 \n", "\n", - "[90000 rows x 10 columns]" + "[450000 rows x 10 columns]" ] }, - "execution_count": 34, + "execution_count": 164, "metadata": {}, "output_type": "execute_result" } @@ -1512,7 +1508,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 165, "metadata": {}, "outputs": [ { @@ -1562,17 +1558,34 @@ " \n", " \n", " \n", + " \n", + " 933020027\n", + " 302400.0\n", + " 15.181515\n", + " 4.458032\n", + " 1.180036\n", + " 0.0\n", + " 58.131263\n", + " 0.0\n", + " 4.227305\n", + " 25.363832\n", + " 0.40232\n", + " \n", " \n", "\n", "" ], "text/plain": [ - "Empty DataFrame\n", - "Columns: [time, flowval, velval_list, depthval, qlatval, storageval, qlatCumval, kinCelerity, courant, X]\n", - "Index: []" + " time flowval velval_list depthval qlatval storageval \\\n", + "key_index \n", + "933020027 302400.0 15.181515 4.458032 1.180036 0.0 58.131263 \n", + "\n", + " qlatCumval kinCelerity courant X \n", + "key_index \n", + "933020027 0.0 4.227305 25.363832 0.40232 " ] }, - "execution_count": 35, + "execution_count": 165, "metadata": {}, "output_type": "execute_result" } @@ -1583,7 +1596,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 166, "metadata": {}, "outputs": [], "source": [ @@ -1592,38 +1605,38 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 167, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0 3600\n", - "3600 7200\n", - "7200 10800\n", - "10800 14400\n", - "14400 18000\n", - "18000 21600\n", - "21600 25200\n", - "25200 28800\n", - "28800 32400\n", - "32400 36000\n", - "36000 39600\n", - "39600 43200\n", - "43200 46800\n", - "46800 50400\n", - "50400 54000\n", - "54000 57600\n", - "57600 61200\n", - "61200 64800\n", - "64800 68400\n", - "68400 72000\n", - "72000 75600\n", - "75600 79200\n", - "79200 82800\n", - "82800 86400\n", - "86400 90000\n" + "0 18000\n", + "18000 36000\n", + "36000 54000\n", + "54000 72000\n", + "72000 90000\n", + "90000 108000\n", + "108000 126000\n", + "126000 144000\n", + "144000 162000\n", + "162000 180000\n", + "180000 198000\n", + "198000 216000\n", + "216000 234000\n", + "234000 252000\n", + "252000 270000\n", + "270000 288000\n", + "288000 306000\n", + "306000 324000\n", + "324000 342000\n", + "342000 360000\n", + "360000 378000\n", + "378000 396000\n", + "396000 414000\n", + "414000 432000\n", + "432000 450000\n" ] }, { @@ -1632,7 +1645,7 @@ "'temp-plot.html'" ] }, - "execution_count": 37, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } @@ -1648,7 +1661,7 @@ " temp_df_range_2 = single_seg_length*(x+1)\n", " print(temp_df_range_1,temp_df_range_2)\n", " test_chart.add_scatter(x=df_indexed[temp_df_range_1:temp_df_range_2]['time'],\n", - " y=df_indexed[temp_df_range_1:temp_df_range_2]['courant'],\n", + " y=df_indexed[temp_df_range_1:temp_df_range_2]['flowval'],\n", " name=\"segment \" + str(df_indexed['key_index'][temp_df_range_1])\n", " );\n", "test_chart.layout.title = \"Timestep Chart \" + str(dt)\n", diff --git a/test/input/yaml/florence_933020089_dt60.yaml b/test/input/yaml/florence_933020089_dt60.yaml index 8ca99ca8f..2c0f1f14d 100644 --- a/test/input/yaml/florence_933020089_dt60.yaml +++ b/test/input/yaml/florence_933020089_dt60.yaml @@ -8,7 +8,7 @@ run_parameters: assume_short_ts: true qts_subdivisions: 60 dt: 60 - nts: 10080 + nts: 18000 #qts, dt, and nts relationship. #qts 12*n #dt 300/n From 90d2cd83f49a161f4749ec17c1e9f9d2d24b3dee Mon Sep 17 00:00:00 2001 From: James Halgren Date: Thu, 29 Oct 2020 14:51:33 -0500 Subject: [PATCH 04/17] drop output from notebook --- src/python_routing_v01/Florence_Test.ipynb | 1048 ++------------------ 1 file changed, 107 insertions(+), 941 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index c1227f218..1a5e06a40 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -44,20 +44,9 @@ }, { "cell_type": "code", - "execution_count": 143, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", - "\n", - "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "supernetwork_parameters = None\n", "waterbody_parameters = None\n", @@ -140,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": 144, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -163,20 +152,9 @@ }, { "cell_type": "code", - "execution_count": 145, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.044088125228881836 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "if showtiming:\n", " program_start_time = time.time()\n", @@ -222,19 +200,9 @@ }, { "cell_type": "code", - "execution_count": 146, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.006093502044677734 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 2: Separate the networks and build the sub-graph of reaches within each network\n", "if showtiming:\n", @@ -258,25 +226,9 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.014790058135986328 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 4.553794860839844e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.019099950790405273 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 3: Organize Network for Waterbodies\n", "if break_network_at_waterbodies:\n", @@ -376,19 +328,9 @@ }, { "cell_type": "code", - "execution_count": 148, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.020316600799560547 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 4: Handle Channel Initial States\n", "if showtiming:\n", @@ -429,19 +371,9 @@ }, { "cell_type": "code", - "execution_count": 149, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "creating qlateral array ...\n", - "qlateral array complete\n", - "... in 6.030196905136108 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 5: Read (or set) QLateral Inputs\n", "if showtiming:\n", @@ -482,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 150, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -505,35 +437,9 @@ }, { "cell_type": "code", - "execution_count": 151, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "writing netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777239.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777253.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777191.ncwriting netcdf output to --> ../../test/output/text/8777173.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777285.nc\n", - "writing netcdf output to --> ../../test/output/text/8778365.nc\n", - "writing netcdf output to --> ../../test/output/text/8777207.nc\n", - "writing netcdf output to --> ../../test/output/text/8777187.nc\n", - "writing netcdf output to --> ../../test/output/text/8777241.nc\n", - "writing netcdf output to --> ../../test/output/text/8777141.nc\n", - "writing netcdf output to --> ../../test/output/text/8777225.nc\n", - "writing netcdf output to --> ../../test/output/text/8777125.nc\n", - "writing netcdf output to --> ../../test/output/text/8778363.nc\n", - "writing netcdf output to --> ../../test/output/text/8778465.nc\n", - "writing netcdf output to --> ../../test/output/text/8778503.nc\n", - "writing segment output to --> ../../test/output/text/933020089.csv\n", - "writing netcdf output to --> ../../test/output/text/933020089.nc\n" - ] - } - ], + "outputs": [], "source": [ "# Define the pool after we create the static global objects (and collect the garbage)\n", "if parallel_compute:\n", @@ -549,96 +455,9 @@ }, { "cell_type": "code", - "execution_count": 152, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/1108 [00:00\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - 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timeflowvalvelval_listdepthvalqlatvalstoragevalqlatCumvalkinCeleritycourantX
key_index
87808010.00.0001770.0337560.0049950.0001776.984919e-091.062422e-020.0558610.0175480.499502
878080160.00.0001770.0337880.0050020.0001771.309672e-082.124843e-020.0559140.0175650.499503
8780801120.00.0001770.0337950.0050040.0001771.833541e-083.187265e-020.0559260.0175680.499503
8780801180.00.0001770.0337970.0050040.0001772.357410e-084.249686e-020.0559290.0175690.499503
8780801240.00.0001770.0337970.0050040.0001772.793968e-085.312108e-020.0559300.0175690.499503
.................................
87784651079700.00.0000330.0000000.0000000.1334638.546982e+061.440267e+060.0000000.0000000.000000
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10998000 rows × 10 columns

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"8780801 2.124843e-02 0.055914 0.017565 0.499503 \n", - "8780801 3.187265e-02 0.055926 0.017568 0.499503 \n", - "8780801 4.249686e-02 0.055929 0.017569 0.499503 \n", - "8780801 5.312108e-02 0.055930 0.017569 0.499503 \n", - "... ... ... ... ... \n", - "8778465 1.440267e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440275e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440283e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440291e+06 0.000000 0.000000 0.000000 \n", - "8778465 1.440299e+06 0.000000 0.000000 0.000000 \n", - "\n", - "[10998000 rows x 10 columns]" - ] - }, - "execution_count": 157, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "key_index = all_results.keys()\n", - "key_index = list(itertools.chain.from_iterable(itertools.repeat(x, single_seg_length) for x in key_index))\n", - "data = {'key_index':list(key_index),\n", - " 'time':list(time),\n", - " 'flowval':list(flowval),\n", - " 'velval_list':list(velval_list),\n", - " 'depthval':list(depthval),\n", - " 'qlatval':list(qlatval),\n", - " 'storageval':list(storageval),\n", - " 'qlatCumval':list(qlatCumval),\n", - " 'kinCelerity':list(kinCelerity),\n", - " 'courant':list(courant),\n", - " 'X':list(X)}\n", + "key_index = list(\n", + " itertools.chain.from_iterable(\n", + " itertools.repeat(x, single_seg_length) for x in key_index\n", + " )\n", + ")\n", + "data = {\n", + " \"key_index\": list(key_index),\n", + " \"time\": list(time),\n", + " \"flowval\": list(flowval),\n", + " \"velval_list\": list(velval_list),\n", + " \"depthval\": list(depthval),\n", + " \"qlatval\": list(qlatval),\n", + " \"storageval\": list(storageval),\n", + " \"qlatCumval\": list(qlatCumval),\n", + " \"kinCelerity\": list(kinCelerity),\n", + " \"courant\": list(courant),\n", + " \"X\": list(X),\n", + "}\n", "df = pd.DataFrame(data)\n", - "df = df.set_index('key_index') \n", + "df = df.set_index(\"key_index\")\n", "df = df.reset_index()\n", - "df = df.set_index('key_index') \n", + "df = df.set_index(\"key_index\")\n", "\n", - "df" + "df\n" ] }, { "cell_type": "code", - "execution_count": 158, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: plotly in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (4.9.0)\n", - "Requirement already satisfied: retrying>=1.3.3 in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.3.3)\n", - "Requirement already satisfied: six in /home/jacob.hreha/jupyter/lib/python3.6/site-packages (from plotly) (1.15.0)\n" - ] - } - ], + "outputs": [], "source": [ "!pip install plotly" ] }, { "cell_type": "code", - "execution_count": 159, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#top 25 courants based on our work this morning and their segment IDs" + "# top 25 courants based on our work this morning and their segment IDs\n" ] }, { "cell_type": "code", - "execution_count": 160, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[(933020027, 25.363832473754883), (8777735, 14.950478553771973), (933020017, 9.564001083374023), (8778581, 8.574037551879883), (933020059, 7.254691123962402), (933020061, 4.696855068206787), (8780597, 3.591726064682007), (933020020, 2.8707876205444336), (933020058, 2.4734983444213867), (933020023, 2.1059963703155518), (8777485, 1.860101580619812), (933020036, 1.6248382329940796), (8778795, 1.6150635480880737), (8778021, 1.4462398290634155), (8777339, 1.393180251121521), (8777867, 1.353600263595581), (8777477, 1.3393661975860596), (8780495, 1.263046383857727), (8777861, 1.1583272218704224), (8777481, 1.149632215499878), (8780607, 1.0738232135772705), (933020050, 1.0441739559173584), (8779003, 0.9976801872253418), (8780751, 0.9917784929275513), (8778947, 0.9753884673118591)]\n" - ] - } - ], + "outputs": [], "source": [ "seg_list = []\n", "seg_courant_maxes = []\n", "for seg in all_results:\n", " seg_list.append(seg)\n", - " seg_courant_maxes.append(max(all_results[seg][:,tr.courant_index]))\n", - "zipped = zip(seg_list,seg_courant_maxes)\n", + " seg_courant_maxes.append(max(all_results[seg][:, tr.courant_index]))\n", + "zipped = zip(seg_list, seg_courant_maxes)\n", "zipped = list(zipped)\n", - "res = sorted(zipped, key = lambda x: x[1],reverse=True) \n", + "res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", "# A.sort(reverse=True)\n", "res = (res)[:25]\n", "print((res)[:25])\n" @@ -1200,472 +753,85 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#A list of those IDs" + "# A list of those IDs\n" ] }, { "cell_type": "code", - "execution_count": 162, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[933020027,\n", - " 8777735,\n", - " 933020017,\n", - " 8778581,\n", - " 933020059,\n", - " 933020061,\n", - " 8780597,\n", - " 933020020,\n", - " 933020058,\n", - " 933020023,\n", - " 8777485,\n", - " 933020036,\n", - " 8778795,\n", - " 8778021,\n", - " 8777339,\n", - " 8777867,\n", - " 8777477,\n", - " 8780495,\n", - " 8777861,\n", - " 8777481,\n", - " 8780607,\n", - " 933020050,\n", - " 8779003,\n", - " 8780751,\n", - " 8778947]" - ] - }, - "execution_count": 162, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "major_segments = []\n", - "for x,y in res[:25]:\n", + "for x, y in res[:25]:\n", " major_segments.append(x)\n", - "major_segments" + "major_segments\n" ] }, { "cell_type": "code", - "execution_count": 163, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#Filtering out the above segment IDs from the original df." + "# Filtering out the above segment IDs from the original df.\n" ] }, { "cell_type": "code", - "execution_count": 164, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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timeflowvalvelval_listdepthvalqlatvalstoragevalqlatCumvalkinCeleritycourantX
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87777350.00.0046960.2067690.0115423.463928e-050.0000020.0020780.3417481.8640820.497108
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" - ], - "text/plain": [ - " time flowval velval_list depthval qlatval storageval \\\n", - "key_index \n", - "933020027 302400.0 15.181515 4.458032 1.180036 0.0 58.131263 \n", - "\n", - " qlatCumval kinCelerity courant X \n", - "key_index \n", - "933020027 0.0 4.227305 25.363832 0.40232 " - ] - }, - "execution_count": 165, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "df.loc[df['courant'] == 25.363832473754883]" + "df.loc[df[\"courant\"] == 25.363832473754883]\n" ] }, { "cell_type": "code", - "execution_count": 166, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "#Automated plotter based on filtered dataframe" + "# Automated plotter based on filtered dataframe\n" ] }, { "cell_type": "code", - "execution_count": 167, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 18000\n", - "18000 36000\n", - "36000 54000\n", - "54000 72000\n", - "72000 90000\n", - 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" y=df_indexed[temp_df_range_1:temp_df_range_2]['flowval'],\n", - " name=\"segment \" + str(df_indexed['key_index'][temp_df_range_1])\n", - " );\n", + "for x in range(0, 25):\n", + " temp_df_range_1 = single_seg_length * (x)\n", + " temp_df_range_2 = single_seg_length * (x + 1)\n", + " print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " name=\"segment \" + str(df_indexed[\"key_index\"][temp_df_range_1]),\n", + " )\n", "test_chart.layout.title = \"Timestep Chart \" + str(dt)\n", - "plot(test_chart)" + "plot(test_chart)\n" ] }, { @@ -1692,7 +858,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "" } }, "nbformat": 4, From 82647e600979aa48edf9a69204713e1e3b2c666e Mon Sep 17 00:00:00 2001 From: James Halgren Date: Mon, 2 Nov 2020 09:57:22 -0600 Subject: [PATCH 05/17] Updated for functional execution --- src/python_routing_v01/Florence_Test.ipynb | 31 ++- .../compute_nhd_routing_SingleSeg.py | 237 ++++++++++-------- 2 files changed, 160 insertions(+), 108 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 1a5e06a40..68835d374 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -467,12 +467,12 @@ "\n", "compute_network_func = tr.compute_network\n", "\n", - "tr.connections = connections\n", - "tr.networks = networks\n", - "tr.qlateral = qlateral\n", - "tr.waterbodies_df = waterbodies_df\n", - "tr.waterbody_initial_states_df = waterbody_initial_states_df\n", - "tr.channel_initial_states_df = channel_initial_states_df\n", + "tr.connections_g = connections\n", + "tr.networks_g = networks\n", + "tr.qlateral_g = qlateral\n", + "tr.waterbodies_df_g = waterbodies_df\n", + "tr.waterbody_initial_states_df_g = waterbody_initial_states_df\n", + "tr.channel_initial_states_df_g = channel_initial_states_df\n", "\n", "progress_count = 0\n", "percentage_complete = True\n", @@ -834,6 +834,25 @@ "plot(test_chart)\n" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", + "custom_input_file = \"florence_933020089_dt300.yaml\"\n", + "all_results = tr.route_supernetwork(\n", + " tr.connections_g,\n", + " tr.networks_g,\n", + " tr.qlateral_g,\n", + " tr.waterbodies_df_g,\n", + " tr.waterbody_initial_states_df_g,\n", + " tr.channel_initial_states_df_g,\n", + " custom_input_file=custom_input_folder.joinpath(custom_input_file),\n", + ")\n" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/src/python_routing_v01/compute_nhd_routing_SingleSeg.py b/src/python_routing_v01/compute_nhd_routing_SingleSeg.py index bb497fd83..00906f5ff 100644 --- a/src/python_routing_v01/compute_nhd_routing_SingleSeg.py +++ b/src/python_routing_v01/compute_nhd_routing_SingleSeg.py @@ -1,4 +1,4 @@ -# command line args and usage with: python compute_nhd_routing_SingleSeg.py --help +# command line cli_args and usage with: python compute_nhd_routing_SingleSeg.py --help # example to run test: python compute_nhd_routing_SingleSeg.py -v --test # example usage: python compute_nhd_routing_SingleSeg.py -v -t -w -onc -n Mainstems_CONUS # python compute_nhd_routing_SingleSeg.py -n Mainstems_CONUS --nts 1440 --parallel & @@ -310,12 +310,12 @@ def in_wsl() -> bool: else: from mc_sseg_stime import muskingcunge_module as mc -connections = None -networks = None -qlateral = None -waterbodies_df = None -waterbody_initial_states_df = None -channel_initial_states_df = None +connections_g = None +networks_g = None +qlateral_g = None +waterbodies_df_g = None +waterbody_initial_states_df_g = None +channel_initial_states_df_g = None time_index = 0 # time flowval_index = 1 # flowval @@ -324,9 +324,9 @@ def in_wsl() -> bool: qlatval_index = 4 # qlatval storageval_index = 5 # storageval qlatCumval_index = 6 # qlatCumval -kinCelerity_index = 7 # ck -courant_index = 8 # cn -X_index = 9 # X +kinCelerity_index = 7 # ck +courant_index = 8 # cn +X_index = 9 # X ## network and reach utilities import nhd_network_utilities_v01 as nnu @@ -378,11 +378,11 @@ def compute_network( nc_output_folder=None, assume_short_ts=False, ): - global connections - global networks - global qlateral + global connections_g + global networks_g + global qlateral_g - network = networks[terminal_segment] + network = networks_g[terminal_segment] flowveldepth = { connection: np.zeros(np.array([nts, 10])) for connection in (network["all_segments"]) @@ -430,7 +430,7 @@ def compute_network( if waterbody: compute_level_pool_reach_up2down( flowveldepth=flowveldepth, - qlateral=qlateral, + qlateral=qlateral_g, qup_reach=qup_reach, quc_reach=quc_reach, head_segment=head_segment, @@ -450,7 +450,7 @@ def compute_network( else: compute_mc_reach_up2down( flowveldepth=flowveldepth, - qlateral=qlateral, + qlateral=qlateral_g, qup_reach=qup_reach, quc_reach=quc_reach, head_segment=head_segment, @@ -468,7 +468,7 @@ def compute_network( for x in range(network["maximum_reach_seqorder"], -1, -1): for head_segment, reach in ordered_reaches[x]: writeArraytoCSV( - connections=connections, + connections=connections_g, flowveldepth=flowveldepth, reach=reach, verbose=verbose, @@ -478,7 +478,7 @@ def compute_network( if writeToNETCDF: writeArraytoNC( - connections=connections, + connections=connections_g, flowveldepth=flowveldepth, network=network, nts=nts, @@ -489,7 +489,7 @@ def compute_network( pathToOutputFile=writeToNETCDF, ) - #return {terminal_segment: flowveldepth[terminal_segment]} + # return {terminal_segment: flowveldepth[terminal_segment]} return flowveldepth @@ -508,8 +508,8 @@ def compute_reach_upstream_flows( debuglevel=0, assume_short_ts=False, ): - global connections - global channel_initial_states_df + global connections_g + global channel_initial_states_df_g # upstream flow per reach qup = 0.0 @@ -518,7 +518,7 @@ def compute_reach_upstream_flows( if waterbody: upstreams_list = set() for rr in network["receiving_reaches"]: - for us in connections[rr]["upstreams"]: + for us in connections_g[rr]["upstreams"]: upstreams_list.add(us) # this step was critical -- there were receiving reaches that were junctions # with only one of their upstreams out of the network. The other was inside @@ -528,12 +528,12 @@ def compute_reach_upstream_flows( elif head_segment in network["receiving_reaches"]: # TODO: confirm this logic, to make sure we don't double count the head - upstreams_list = connections[reach["reach_head"]]["upstreams"] + upstreams_list = connections_g[reach["reach_head"]]["upstreams"] us_flowveldepth = flowveldepth us_flowveldepth.update(flowveldepth_connect) else: - upstreams_list = connections[reach["reach_head"]]["upstreams"] + upstreams_list = connections_g[reach["reach_head"]]["upstreams"] us_flowveldepth = flowveldepth for us in upstreams_list: @@ -542,7 +542,7 @@ def compute_reach_upstream_flows( if ts == 0: # Initialize qup from warm state array - qup += channel_initial_states_df.loc[us, "qd0"] + qup += channel_initial_states_df_g.loc[us, "qd0"] else: qup += us_flowveldepth[us][ts - 1][flowval_index] @@ -568,7 +568,7 @@ def compute_mc_reach_up2down( debuglevel=0, assume_short_ts=False, ): - global connections + global connections_g if debuglevel <= -2: print( @@ -582,7 +582,7 @@ def compute_mc_reach_up2down( # next_segment = connections[current_segment]["downstream"] while True: - data = connections[current_segment]["data"] + data = connections_g[current_segment]["data"] # for now treating as constant per reach bw = data[supernetwork_parameters["bottomwidth_col"]] tw = data[supernetwork_parameters["topwidth_col"]] @@ -600,9 +600,9 @@ def compute_mc_reach_up2down( if ts == 0: # initialize from initial states - qdp = channel_initial_states_df.loc[current_segment, "qd0"] + qdp = channel_initial_states_df_g.loc[current_segment, "qd0"] velp = 0 - depthp = channel_initial_states_df.loc[current_segment, "h0"] + depthp = channel_initial_states_df_g.loc[current_segment, "h0"] else: qdp = flowveldepth[current_segment][ts - 1][flowval_index] velp = 0 # flowveldepth[current_segment]["velval"][-1] @@ -693,11 +693,11 @@ def compute_mc_reach_up2down( volumec, qlatCum, ck, - cn, + cn, X, ] - next_segment = connections[current_segment]["downstream"] + next_segment = connections_g[current_segment]["downstream"] if current_segment == reach["reach_tail"]: if debuglevel <= -2: print(f"{current_segment} (tail)") @@ -729,9 +729,9 @@ def compute_level_pool_reach_up2down( debuglevel=0, assume_short_ts=False, ): - global connections - global waterbodies_df - global waterbody_initial_states_df + global connections_g + global waterbodies_df_g + global waterbody_initial_states_df_g if debuglevel <= -2: print( @@ -744,7 +744,7 @@ def compute_level_pool_reach_up2down( current_segment = reach["reach_tail"] if ts == 0: # Initialize from warm state - depthp = waterbody_initial_states_df.loc[waterbody, "h0"] + depthp = waterbody_initial_states_df_g.loc[waterbody, "h0"] else: depthp = flowveldepth[current_segment][ts - 1][depthval_index] @@ -760,20 +760,22 @@ def compute_level_pool_reach_up2down( qi1 = quc ql = qlat dt = dt # current timestep length - ar = waterbodies_df.loc[waterbody, wb_params["level_pool_waterbody_area"]] - we = waterbodies_df.loc[waterbody, wb_params["level_pool_weir_elevation"]] - maxh = waterbodies_df.loc[ + ar = waterbodies_df_g.loc[waterbody, wb_params["level_pool_waterbody_area"]] + we = waterbodies_df_g.loc[waterbody, wb_params["level_pool_weir_elevation"]] + maxh = waterbodies_df_g.loc[ waterbody, wb_params["level_pool_waterbody_max_elevation"] ] - wc = waterbodies_df.loc[waterbody, wb_params["level_pool_outfall_weir_coefficient"]] - wl = waterbodies_df.loc[waterbody, wb_params["level_pool_outfall_weir_length"]] + wc = waterbodies_df_g.loc[ + waterbody, wb_params["level_pool_outfall_weir_coefficient"] + ] + wl = waterbodies_df_g.loc[waterbody, wb_params["level_pool_outfall_weir_length"]] # TODO: find the right value for this variable -- it should be in the parameter file! dl = ( 10 * wl ) # waterbodies_df.loc[waterbody, wb_params["level_pool_overall_dam_length"]] - oe = waterbodies_df.loc[waterbody, wb_params["level_pool_orifice_elevation"]] - oc = waterbodies_df.loc[waterbody, wb_params["level_pool_orifice_coefficient"]] - oa = waterbodies_df.loc[waterbody, wb_params["level_pool_orifice_area"]] + oe = waterbodies_df_g.loc[waterbody, wb_params["level_pool_orifice_elevation"]] + oc = waterbodies_df_g.loc[waterbody, wb_params["level_pool_orifice_coefficient"]] + oa = waterbodies_df_g.loc[waterbody, wb_params["level_pool_orifice_area"]] qdc, depthc = rc.levelpool_physics( dt, qi0, qi1, ql, ar, we, maxh, wc, wl, dl, oe, oc, oa, depthp @@ -787,8 +789,8 @@ def compute_level_pool_reach_up2down( volumec = volumec + flowveldepth[current_segment][ts - 1][storageval_index] qlatCum = qlatCum + flowveldepth[current_segment][ts - 1][qlatCumval_index] - #TODO: There may be a more useful output value to provide here. - #celerity values are nullified for reservoirs. + # TODO: There may be a more useful output value to provide here. + # celerity values are nullified for reservoirs. ck = 0 cn = 0 X = 0 @@ -937,7 +939,7 @@ def writeArraytoNC( flowveldepth_data["xval"].append( flowveldepth[current_segment][:, X_index] ) - + # write segment flowveldepth_data['segment'] flowveldepth_data["segment"].append(current_segment) if not TIME_WRITTEN: @@ -1056,32 +1058,31 @@ def writeNC( lateralCumflow.standard_name = ( "Cummulativelateralflow" # this is a CF standard name ) - + # write kinematic celerity celerity = ncfile.createVariable( "celerity", np.float64, ("time", "stations") ) # note: unlimited dimension is leftmost celerity.units = "ft/s" # celerity[:, :] = np.transpose(np.array(flowveldepth_data["ckval"], dtype=float)) - celerity.standard_name = "celerity" - + celerity.standard_name = "celerity" + # write courant number courant = ncfile.createVariable( "courant", np.float64, ("time", "stations") ) # note: unlimited dimension is leftmost courant.units = "-" # courant[:, :] = np.transpose(np.array(flowveldepth_data["cnval"], dtype=float)) - courant.standard_name = "courant number" - + courant.standard_name = "courant number" + # write X parameter X_param = ncfile.createVariable( "X", np.float64, ("time", "stations") ) # note: unlimited dimension is leftmost X_param.units = "-" # X_param[:, :] = np.transpose(np.array(flowveldepth_data["xval"], dtype=float)) - X_param.standard_name = "MC X parameter" - - + X_param.standard_name = "MC X parameter" + # write time in seconds since TODO get time from lateral flow from NWM time = ncfile.createVariable("time", np.float64, "time") time.units = "seconds since 2011-08-27 00:00:00" ## TODO get time fron NWM as argument to this function @@ -1150,18 +1151,26 @@ def sort_ordered_network(l, reverse=False): # Main Routine -def main(): - args = _handle_args() - - global connections - global networks - global qlateral - global waterbodies_df - global waterbody_initial_states_df - global channel_initial_states_df - - supernetwork = args.supernetwork - custom_input_file = args.custom_input_file +def route_supernetwork( + connections, + networks, + qlateral, + waterbodies_df, + waterbody_initial_states_df, + channel_initial_states_df, + custom_input_file=None, +): + cli_args = _handle_args() + + global connections_g + global networks_g + global qlateral_g + global waterbodies_df_g + global waterbody_initial_states_df_g + global channel_initial_states_df_g + + if not custom_input_file: + custom_input_file = cli_args.custom_input_file supernetwork_parameters = None waterbody_parameters = None if custom_input_file: @@ -1173,7 +1182,7 @@ def main(): output_parameters, run_parameters, ) = nio.read_custom_input(custom_input_file) - + break_network_at_waterbodies = run_parameters.get( "break_network_at_waterbodies", None ) @@ -1243,47 +1252,50 @@ def main(): # arise from this ordering ... check these out. else: - break_network_at_waterbodies = args.break_network_at_waterbodies - - dt = int(args.dt) - nts = int(args.nts) - qts_subdivisions = args.qts_subdivisions - qlat_const = float(args.qlat_const) - qlat_input_folder = args.qlat_input_folder - qlat_input_file = args.qlat_input_file - qlat_file_pattern_filter = args.qlat_file_pattern_filter - - wrf_hydro_channel_restart_file = args.wrf_hydro_channel_restart_file - wrf_hydro_channel_ID_crosswalk_file = args.wrf_hydro_channel_ID_crosswalk_file + supernetwork = cli_args.supernetwork + break_network_at_waterbodies = cli_args.break_network_at_waterbodies + + dt = int(cli_args.dt) + nts = int(cli_args.nts) + qts_subdivisions = cli_args.qts_subdivisions + qlat_const = float(cli_args.qlat_const) + qlat_input_folder = cli_args.qlat_input_folder + qlat_input_file = cli_args.qlat_input_file + qlat_file_pattern_filter = cli_args.qlat_file_pattern_filter + + wrf_hydro_channel_restart_file = cli_args.wrf_hydro_channel_restart_file + wrf_hydro_channel_ID_crosswalk_file = ( + cli_args.wrf_hydro_channel_ID_crosswalk_file + ) wrf_hydro_channel_ID_crosswalk_file_field_name = ( - args.wrf_hydro_channel_ID_crosswalk_file_field_name + cli_args.wrf_hydro_channel_ID_crosswalk_file_field_name ) - wrf_hydro_waterbody_restart_file = args.wrf_hydro_waterbody_restart_file + wrf_hydro_waterbody_restart_file = cli_args.wrf_hydro_waterbody_restart_file wrf_hydro_waterbody_ID_crosswalk_file = ( - args.wrf_hydro_waterbody_ID_crosswalk_file + cli_args.wrf_hydro_waterbody_ID_crosswalk_file ) wrf_hydro_waterbody_ID_crosswalk_file_field_name = ( - args.wrf_hydro_waterbody_ID_crosswalk_file_field_name + cli_args.wrf_hydro_waterbody_ID_crosswalk_file_field_name ) - debuglevel = -1 * int(args.debuglevel) - verbose = args.verbose - showtiming = args.showtiming - percentage_complete = args.percentage_complete - do_network_analysis_only = args.do_network_analysis_only - if args.csv_output_folder: - csv_output = {"csv_output_folder": args.csv_output_folder} + debuglevel = -1 * int(cli_args.debuglevel) + verbose = cli_args.verbose + showtiming = cli_args.showtiming + percentage_complete = cli_args.percentage_complete + do_network_analysis_only = cli_args.do_network_analysis_only + if cli_args.csv_output_folder: + csv_output = {"csv_output_folder": cli_args.csv_output_folder} else: csv_output = None - nc_output_folder = args.nc_output_folder - assume_short_ts = args.assume_short_ts - parallel_compute = args.parallel_compute - sort_networks = args.sort_networks - cpu_pool = args.cpu_pool + nc_output_folder = cli_args.nc_output_folder + assume_short_ts = cli_args.assume_short_ts + parallel_compute = cli_args.parallel_compute + sort_networks = cli_args.sort_networks + cpu_pool = cli_args.cpu_pool - run_pocono2_test = args.run_pocono2_test - run_pocono1_test = args.run_pocono1_test + run_pocono2_test = cli_args.run_pocono2_test + run_pocono1_test = cli_args.run_pocono1_test if run_pocono2_test: if verbose: @@ -1639,7 +1651,7 @@ def main(): print("... in %s seconds." % (time.time() - start_time)) start_time = time.time() - # Define them pool after we create the static global objects (and collect the garbage) + # Define the pool after we create the static global objects (and collect the garbage) if parallel_compute: import gc @@ -1656,6 +1668,15 @@ def main(): if verbose: print(f"executing routing computation ...") + compute_network_func = compute_network + + connections_g = connections + networks_g = networks + qlateral_g = qlateral + waterbodies_df_g = waterbodies_df + waterbody_initial_states_df_g = waterbody_initial_states_df + channel_initial_states_df_g = channel_initial_states_df + progress_count = 0 if percentage_complete: for nsq in range(max_network_seqorder, -1, -1): @@ -1690,7 +1711,7 @@ def main(): ) results.append( - compute_network( + compute_network_func( flowveldepth_connect=flowveldepth_connect, terminal_segment=terminal_segment, supernetwork_parameters=supernetwork_parameters, @@ -1739,7 +1760,7 @@ def main(): print(f"{[network[0] for network in ordered_networks[nsq]]}") # with pool: # with multiprocessing.Pool() as pool: - results = pool.starmap(compute_network, nslist) + results = pool.starmap(compute_network_func, nslist) if showtiming: print("... complete in %s seconds." % (time.time() - start_time)) @@ -1756,7 +1777,7 @@ def main(): maxa = [] for result in results: for seg in result: - maxa.extend(result[seg][:,8:9]) + maxa.extend(result[seg][:, 8:9]) max_courant = max(maxa) print(f"max_courant: {max_courant}") @@ -1789,6 +1810,18 @@ def main(): if showtiming: print("... in %s seconds." % (time.time() - program_start_time)) + all_results = {} + for result in results: + all_results.update(result) + return all_results + if __name__ == "__main__": - main() + route_supernetwork( + connections=connections_g, + networks=networks_g, + qlateral=qlateral_g, + waterbodies_df=waterbodies_df_g, + waterbody_initial_states_df=waterbody_initial_states_df_g, + channel_initial_states_df=channel_initial_states_df_g, + ) From 825f162d970b5694b3bfe16f73b43a7a8d25f51b Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Mon, 2 Nov 2020 13:57:17 -0600 Subject: [PATCH 06/17] added loop for each dt, hitting memory erro --- src/python_routing_v01/Florence_Test.ipynb | 1381 +++++++++++++++++++- 1 file changed, 1335 insertions(+), 46 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 68835d374..ec3156845 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -44,9 +44,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + " data = yaml.load(custom_file)\n" + ] + } + ], "source": [ "supernetwork_parameters = None\n", "waterbody_parameters = None\n", @@ -129,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -152,9 +161,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.03804945945739746 seconds.\n" + ] + } + ], "source": [ "if showtiming:\n", " program_start_time = time.time()\n", @@ -200,9 +220,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.00785064697265625 seconds.\n" + ] + } + ], "source": [ "# STEP 2: Separate the networks and build the sub-graph of reaches within each network\n", "if showtiming:\n", @@ -226,9 +256,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.016865968704223633 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 3.814697265625e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.024623632431030273 seconds.\n" + ] + } + ], "source": [ "# STEP 3: Organize Network for Waterbodies\n", "if break_network_at_waterbodies:\n", @@ -328,9 +374,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.022619962692260742 seconds.\n" + ] + } + ], "source": [ "# STEP 4: Handle Channel Initial States\n", "if showtiming:\n", @@ -371,9 +427,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 5.6328535079956055 seconds.\n" + ] + } + ], "source": [ "# STEP 5: Read (or set) QLateral Inputs\n", "if showtiming:\n", @@ -414,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -437,9 +503,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "writing netcdf output to --> ../../test/output/text/8777253.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777247.nc\n", + "writing netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777191.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777239.nc\n", + "writing netcdf output to --> ../../test/output/text/8777285.nc\n", + "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "writing netcdf output to --> ../../test/output/text/8777207.nc\n", + "writing netcdf output to --> ../../test/output/text/8777187.nc\n", + "writing netcdf output to --> ../../test/output/text/8777241.nc\n", + "writing netcdf output to --> ../../test/output/text/8777141.nc\n", + "writing netcdf output to --> ../../test/output/text/8777225.nc\n", + "writing netcdf output to --> ../../test/output/text/8777125.nc\n", + "writing netcdf output to --> ../../test/output/text/8778363.nc\n", + "writing netcdf output to --> ../../test/output/text/8778465.nc\n", + "writing netcdf output to --> ../../test/output/text/8778503.nc\n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "writing netcdf output to --> ../../test/output/text/933020089.nc\n" + ] + } + ], "source": [ "# Define the pool after we create the static global objects (and collect the garbage)\n", "if parallel_compute:\n", @@ -455,9 +547,97 @@ }, { "cell_type": "code", - 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8777735120.00.0047000.2068570.0115493.463928e-050.0000030.0062350.3418911.8648620.497107
8777735180.00.0047030.2068970.0115523.463928e-050.0000040.0083130.3419561.8652160.497106
8777735240.00.0047050.2069350.0115563.463928e-050.0000040.0103920.3420191.8655570.497106
.................................
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450000 rows × 10 columns

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" + ], + "text/plain": [ + " time flowval velval_list depthval qlatval storageval \\\n", + "key_index \n", + "933020027 302400.0 15.181515 4.458032 1.180036 0.0 58.131263 \n", + "\n", + " qlatCumval kinCelerity courant X \n", + "key_index \n", + "933020027 0.0 4.227305 25.363832 0.40232 " + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "df.loc[df[\"courant\"] == 25.363832473754883]\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -811,9 +1609,51 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 18000\n", + "18000 36000\n", + "36000 54000\n", + "54000 72000\n", + "72000 90000\n", + "90000 108000\n", + "108000 126000\n", + "126000 144000\n", + "144000 162000\n", + "162000 180000\n", + "180000 198000\n", + "198000 216000\n", + "216000 234000\n", + "234000 252000\n", + "252000 270000\n", + "270000 288000\n", + "288000 306000\n", + "306000 324000\n", + "324000 342000\n", + "342000 360000\n", + "360000 378000\n", + "378000 396000\n", + "396000 414000\n", + "414000 432000\n", + "432000 450000\n" + ] + }, + { + "data": { + "text/plain": [ + "'temp-plot.html'" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "import plotly.graph_objects as go\n", "from plotly.offline import plot\n", @@ -836,9 +1676,81 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 1.167722463607788 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.004033327102661133 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.015859127044677734 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 2.4080276489257812e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.017831802368164062 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.020986080169677734 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 5.715785503387451 seconds.\n", + "writing netcdf output to --> ../../test/output/text/8777229.ncwriting netcdf output to --> ../../test/output/text/8777173.nc\n", + "writing netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777253.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777191.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777239.nc\n", + "writing netcdf output to --> ../../test/output/text/8777285.nc\n", + "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "executing routing computation ...\n", + "routing ordered reaches for networks of order 2 ... \n", + "writing netcdf output to --> ../../test/output/text/8777207.nc\n", + "writing netcdf output to --> ../../test/output/text/8777187.nc\n", + "writing netcdf output to --> ../../test/output/text/8777141.nc\n", + "writing netcdf output to --> ../../test/output/text/8777225.nc\n", + "writing netcdf output to --> ../../test/output/text/8777241.nc\n", + "writing netcdf output to --> ../../test/output/text/8777125.nc\n", + "writing netcdf output to --> ../../test/output/text/8778363.nc\n", + "... complete in 14.340076684951782 seconds.\n", + "max_courant: [27.53112221]\n", + "routing ordered reaches for networks of order 1 ... \n", + "writing netcdf output to --> ../../test/output/text/8778465.nc\n", + "writing netcdf output to --> ../../test/output/text/8778503.nc\n", + "... complete in 19.28351926803589 seconds.\n", + "max_courant: [0.]\n", + "routing ordered reaches for networks of order 0 ... \n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "writing netcdf output to --> ../../test/output/text/933020089.nc\n", + "... complete in 40.25532531738281 seconds.\n", + "max_courant: [126.81378174]\n", + "ordered reach computation complete\n", + "... in 39.549009561538696 seconds.\n", + "program complete\n", + "... in 48.23007035255432 seconds.\n" + ] + } + ], "source": [ "custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", "custom_input_file = \"florence_933020089_dt300.yaml\"\n", @@ -853,6 +1765,383 @@ ")\n" ] }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.6263210773468018 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.0038449764251708984 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.10285139083862305 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 2.3603439331054688e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.19243311882019043 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.021068811416625977 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 15.401979684829712 seconds.\n", + "writing netcdf output to --> ../../test/output/text/8777239.ncwriting netcdf output to --> ../../test/output/text/8777285.ncwriting netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777191.ncwriting netcdf output to --> ../../test/output/text/8777253.ncwriting netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "executing routing computation ...\n", + "routing ordered reaches for networks of order 2 ... \n", + "writing netcdf output to --> ../../test/output/text/8777187.nc\n", + "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "writing netcdf output to --> ../../test/output/text/8777141.nc\n", + "writing netcdf output to --> ../../test/output/text/8777207.nc\n", + "writing netcdf output to --> ../../test/output/text/8777241.nc\n", + "writing netcdf output to --> ../../test/output/text/8777225.nc\n", + "writing netcdf output to --> ../../test/output/text/8777125.nc\n", + "writing netcdf output to --> ../../test/output/text/8778363.nc\n", + "... complete in 15.555631399154663 seconds.\n", + "max_courant: [27.53112221]\n", + "routing ordered reaches for networks of order 1 ... \n", + "writing netcdf output to --> ../../test/output/text/8778465.nc\n", + "writing netcdf output to --> ../../test/output/text/8778503.nc\n", + "... complete in 20.33381485939026 seconds.\n", + "max_courant: [0.]\n", + "routing ordered reaches for networks of order 0 ... \n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "writing netcdf output to --> ../../test/output/text/933020089.nc\n", + "... complete in 40.42443060874939 seconds.\n", + "max_courant: [126.81378174]\n", + "ordered reach computation complete\n", + "... in 38.31010580062866 seconds.\n", + "program complete\n", + "... in 57.79786539077759 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 1.0065138339996338 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.004022121429443359 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.01634955406188965 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 2.9802322387695312e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.016902446746826172 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.0171966552734375 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 5.562387943267822 seconds.\n", + "executing routing computation ...\n", + "routing ordered reaches for networks of order 2 ... \n", + "writing netcdf output to --> ../../test/output/text/8777239.ncwriting netcdf output to --> ../../test/output/text/8777173.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777191.nc\n", + "writing netcdf output to --> ../../test/output/text/8777253.ncwriting netcdf output to --> ../../test/output/text/8777247.nc\n", + "writing netcdf output to --> ../../test/output/text/8777229.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777285.nc\n", + "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "writing netcdf output to --> ../../test/output/text/8777207.nc\n", + "writing netcdf output to --> ../../test/output/text/8777187.nc\n", + "writing netcdf output to --> ../../test/output/text/8777241.nc\n", + "writing netcdf output to --> ../../test/output/text/8777141.nc\n", + "writing netcdf output to --> ../../test/output/text/8777225.nc\n", + "writing netcdf output to --> ../../test/output/text/8777125.nc\n", + "writing netcdf output to --> ../../test/output/text/8778363.nc\n", + "... complete in 61.10272932052612 seconds.\n", + "max_courant: [5.51265717]\n", + "routing ordered reaches for networks of order 1 ... \n", + "writing netcdf output to --> ../../test/output/text/8778465.nc\n", + "writing netcdf output to --> ../../test/output/text/8778503.nc\n", + "... complete in 84.33271932601929 seconds.\n", + "max_courant: [0.]\n", + "routing ordered reaches for networks of order 0 ... \n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "writing netcdf output to --> ../../test/output/text/933020089.nc\n", + "... complete in 185.600572347641 seconds.\n", + "max_courant: [25.36383247]\n", + "ordered reach computation complete\n", + "... in 188.57261490821838 seconds.\n", + "program complete\n", + "... in 197.205069065094 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 1.0384225845336914 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.004022359848022461 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.016869544982910156 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 3.790855407714844e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.021231651306152344 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.017688274383544922 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 6.070441246032715 seconds.\n", + "executing routing computation ...\n", + "routing ordered reaches for networks of order 2 ... \n", + "writing netcdf output to --> ../../test/output/text/8777247.nc\n", + "writing netcdf output to --> ../../test/output/text/8777239.nc\n", + "writing netcdf output to --> ../../test/output/text/8777229.nc\n", + "writing netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777253.nc\n", + "\n", + "writing netcdf output to --> ../../test/output/text/8777191.nc\n", + "writing netcdf output to --> ../../test/output/text/8777285.nc\n", + "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "writing netcdf output to --> ../../test/output/text/8777207.nc\n", + "writing netcdf output to --> ../../test/output/text/8777187.nc\n", + "writing netcdf output to --> ../../test/output/text/8777241.nc\n", + "writing netcdf output to --> ../../test/output/text/8777141.nc\n", + "writing netcdf output to --> ../../test/output/text/8777225.nc\n", + "writing netcdf output to --> ../../test/output/text/8777125.nc\n", + "writing netcdf output to --> ../../test/output/text/8778363.nc\n" + ] + }, + { + "ename": "MaybeEncodingError", + "evalue": "Error sending result: '[{8776705: array([[0.00000000e+00, 4.54609133e-02, 2.94873446e-01, ...,\n 4.59317416e-01, 5.68462163e-03, 4.97746736e-01],\n [1.00000000e+01, 4.54579070e-02, 2.94892281e-01, ...,\n 4.59344089e-01, 5.68495179e-03, 4.97746974e-01],\n [2.00000000e+01, 4.54549380e-02, 2.94884890e-01, ...,\n 4.59333599e-01, 5.68482187e-03, 4.97747064e-01],\n ...,\n [1.07997000e+06, 3.97340171e-02, 2.80946791e-01, ...,\n 4.39448416e-01, 5.43871801e-03, 4.97918010e-01],\n [1.07998000e+06, 3.97339277e-02, 2.80946583e-01, ...,\n 4.39448118e-01, 5.43871429e-03, 4.97918040e-01],\n [1.07999000e+06, 3.97338420e-02, 2.80946344e-01, ...,\n 4.39447731e-01, 5.43870963e-03, 4.97918040e-01]]), 8776707: array([[0.00000000e+00, 2.44546421e-02, 2.53331989e-01, ...,\n 4.03798372e-01, 6.25074841e-03, 4.98662978e-01],\n [1.00000000e+01, 2.44546477e-02, 2.53320634e-01, ...,\n 4.03781414e-01, 6.25048624e-03, 4.98662978e-01],\n [2.00000000e+01, 2.44546533e-02, 2.53320873e-01, ...,\n 4.03781772e-01, 6.25049183e-03, 4.98662978e-01],\n ...,\n [1.07997000e+06, 2.76509896e-02, 2.65197188e-01, ...,\n 4.21485513e-01, 6.52454328e-03, 4.98562515e-01],\n [1.07998000e+06, 2.76509784e-02, 2.65197128e-01, ...,\n 4.21485454e-01, 6.52454235e-03, 4.98562515e-01],\n [1.07999000e+06, 2.76509672e-02, 2.65197098e-01, ...,\n 4.21485394e-01, 6.52454142e-03, 4.98562515e-01]]), 8776709: array([[0.00000000e+00, 1.01415869e-02, 1.90830663e-01, ...,\n 3.07983458e-01, 5.09906374e-03, 4.99109894e-01],\n [1.00000000e+01, 1.01416009e-02, 1.90834150e-01, ...,\n 3.07988822e-01, 5.09915268e-03, 4.99109834e-01],\n [2.00000000e+01, 1.01416148e-02, 1.90834209e-01, ...,\n 3.07988942e-01, 5.09915454e-03, 4.99109834e-01],\n ...,\n [1.07997000e+06, 2.22417377e-02, 2.56662697e-01, ...,\n 4.07442391e-01, 6.74573472e-03, 4.98584777e-01],\n [1.07998000e+06, 2.22417284e-02, 2.56662667e-01, ...,\n 4.07442302e-01, 6.74573332e-03, 4.98584777e-01],\n [1.07999000e+06, 2.22417191e-02, 2.56662637e-01, ...,\n 4.07442272e-01, 6.74573286e-03, 4.98584777e-01]]), 8776711: array([[0.00000000e+00, 3.54955066e-03, 1.90792643e-02, ...,\n 1.23638492e-02, 7.77600624e-04, 2.50000000e-01],\n [1.00000000e+01, 3.54955089e-03, 1.55973388e-02, ...,\n 2.21859384e-02, 1.39534217e-03, 2.50000000e-01],\n [2.00000000e+01, 3.54955089e-03, 1.90244205e-02, ...,\n 1.22999409e-02, 7.73581211e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.06577268e-03, 2.00105458e-02, ...,\n 1.35762990e-02, 8.53855337e-04, 2.50000000e-01],\n [1.07998000e+06, 5.06573357e-03, 2.00105198e-02, ...,\n 1.35762682e-02, 8.53853417e-04, 2.50000000e-01],\n [1.07999000e+06, 5.06569445e-03, 2.00105030e-02, ...,\n 1.35762384e-02, 8.53851496e-04, 2.50000000e-01]]), 8776713: array([[0.00000000e+00, 2.17375178e-02, 2.38075137e-01, ...,\n 3.76756251e-01, 1.92222577e-02, 4.94177520e-01],\n [1.00000000e+01, 2.17372384e-02, 2.38059968e-01, ...,\n 3.76733989e-01, 1.92211233e-02, 4.94177550e-01],\n [2.00000000e+01, 2.17369646e-02, 2.38059074e-01, ...,\n 3.76732647e-01, 1.92210544e-02, 4.94177580e-01],\n ...,\n [1.07997000e+06, 2.28981636e-02, 2.42672250e-01, ...,\n 3.83507162e-01, 1.95666924e-02, 4.93996024e-01],\n [1.07998000e+06, 2.28980482e-02, 2.42671773e-01, ...,\n 3.83506447e-01, 1.95666570e-02, 4.93996024e-01],\n [1.07999000e+06, 2.28979308e-02, 2.42671356e-01, ...,\n 3.83505821e-01, 1.95666235e-02, 4.93996054e-01]]), 8778763: array([[0.00000000e+00, 4.92593623e-04, 9.24618244e-02, ...,\n 1.53463587e-01, 4.44822013e-03, 4.99984086e-01],\n [1.00000000e+01, 4.92593623e-04, 9.24300179e-02, ...,\n 1.53411135e-01, 4.44669975e-03, 4.99984056e-01],\n [2.00000000e+01, 4.92593623e-04, 9.24210772e-02, ...,\n 1.53396383e-01, 4.44627227e-03, 4.99984056e-01],\n ...,\n [1.07997000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07998000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07999000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01]]), 8776715: array([[0.00000000e+00, 2.32487723e-01, 3.40147465e-01, ...,\n 5.20091772e-01, 6.90692943e-03, 4.86923605e-01],\n [1.00000000e+01, 2.32488006e-01, 3.40266615e-01, ...,\n 5.20255029e-01, 6.90909754e-03, 4.86930966e-01],\n [2.00000000e+01, 2.32488289e-01, 3.40264261e-01, ...,\n 5.20251751e-01, 6.90905377e-03, 4.86930758e-01],\n ...,\n [1.07997000e+06, 2.51401275e-01, 3.49567950e-01, ...,\n 5.32966077e-01, 7.07790302e-03, 4.86333519e-01],\n [1.07998000e+06, 2.51400203e-01, 3.49567503e-01, ...,\n 5.32965422e-01, 7.07789417e-03, 4.86333549e-01],\n [1.07999000e+06, 2.51399130e-01, 3.49567026e-01, ...,\n 5.32964766e-01, 7.07788533e-03, 4.86333579e-01]]), 8776717: array([[0.00000000e+00, 1.86320081e-01, 3.62838417e-01, ...,\n 5.49657941e-01, 6.80269720e-03, 4.91977096e-01],\n [1.00000000e+01, 1.86334953e-01, 3.62804174e-01, ...,\n 5.49611926e-01, 6.80212770e-03, 4.91974473e-01],\n [2.00000000e+01, 1.86349675e-01, 3.62814903e-01, ...,\n 5.49626350e-01, 6.80230651e-03, 4.91974145e-01],\n ...,\n [1.07997000e+06, 1.31836444e-01, 3.22088450e-01, ...,\n 4.94173557e-01, 6.11600932e-03, 4.93418872e-01],\n [1.07998000e+06, 1.31835893e-01, 3.22087944e-01, ...,\n 4.94172901e-01, 6.11600140e-03, 4.93418872e-01],\n [1.07999000e+06, 1.31835356e-01, 3.22087526e-01, ...,\n 4.94172275e-01, 6.11599348e-03, 4.93418902e-01]]), 8776719: array([[0.00000000e+00, 7.99229622e-01, 4.16253090e-01, ...,\n 6.27197504e-01, 4.90764901e-03, 4.83140290e-01],\n [1.00000000e+01, 7.99241185e-01, 4.16248888e-01, ...,\n 6.27191901e-01, 4.90760524e-03, 4.83156890e-01],\n [2.00000000e+01, 7.99252689e-01, 4.16250825e-01, ...,\n 6.27194524e-01, 4.90762573e-03, 4.83156770e-01],\n ...,\n [1.07997000e+06, 7.71574676e-01, 4.11339283e-01, ...,\n 6.20620430e-01, 4.85618506e-03, 4.83483315e-01],\n [1.07998000e+06, 7.71569610e-01, 4.11338478e-01, ...,\n 6.20619237e-01, 4.85617574e-03, 4.83483374e-01],\n [1.07999000e+06, 7.71564603e-01, 4.11337525e-01, ...,\n 6.20618045e-01, 4.85616643e-03, 4.83483434e-01]]), 8776721: array([[0.00000000e+00, 6.17805449e-03, 1.77079961e-01, ...,\n 2.87912011e-01, 3.33617628e-03, 4.99665737e-01],\n [1.00000000e+01, 6.17806846e-03, 1.77076235e-01, ...,\n 2.87906229e-01, 3.33610922e-03, 4.99665797e-01],\n [2.00000000e+01, 6.17808243e-03, 1.77076444e-01, ...,\n 2.87906528e-01, 3.33611271e-03, 4.99665797e-01],\n ...,\n [1.07997000e+06, 6.50789007e-04, 6.61443844e-02, ...,\n 1.09600663e-01, 1.26999617e-03, 4.99955654e-01],\n [1.07998000e+06, 6.50787610e-04, 6.61443323e-02, ...,\n 1.09600574e-01, 1.26999512e-03, 4.99955654e-01],\n [1.07999000e+06, 6.50786213e-04, 6.61442727e-02, ...,\n 1.09600477e-01, 1.26999395e-03, 4.99955654e-01]]), 8776723: array([[0.00000000e+00, 3.51760490e-03, 9.46151391e-02, ...,\n 1.55286357e-01, 2.11561797e-03, 4.99235064e-01],\n [1.00000000e+01, 3.51762515e-03, 9.46140438e-02, ...,\n 1.55284613e-01, 2.11559422e-03, 4.99235302e-01],\n [2.00000000e+01, 3.51764518e-03, 9.46142673e-02, ...,\n 1.55284971e-01, 2.11559911e-03, 4.99235302e-01],\n ...,\n [1.07997000e+06, 1.66510269e-02, 1.73011020e-01, ...,\n 2.77984202e-01, 3.78725072e-03, 4.98092294e-01],\n [1.07998000e+06, 1.66509971e-02, 1.73010901e-01, ...,\n 2.77984023e-01, 3.78724816e-03, 4.98092294e-01],\n [1.07999000e+06, 1.66509673e-02, 1.73010781e-01, ...,\n 2.77983814e-01, 3.78724537e-03, 4.98092324e-01]]), 8776725: array([[0.00000000e+00, 1.94737944e-03, 1.14221927e-02, ...,\n 1.75330527e-02, 2.44533527e-04, 2.50000000e-01],\n [1.00000000e+01, 1.94738200e-03, 1.13782650e-02, ...,\n 1.74725391e-02, 2.43689530e-04, 2.50000000e-01],\n [2.00000000e+01, 1.94738456e-03, 1.13790911e-02, ...,\n 1.74736772e-02, 2.43705406e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.43186751e-03, 1.50318341e-02, ...,\n 2.23567076e-02, 3.11809039e-04, 2.50000000e-01],\n [1.07998000e+06, 4.43183770e-03, 1.50318006e-02, ...,\n 2.23566648e-02, 3.11808428e-04, 2.50000000e-01],\n [1.07999000e+06, 4.43180790e-03, 1.50317689e-02, ...,\n 2.23566256e-02, 3.11807904e-04, 2.50000000e-01]]), 8776727: array([[0.00000000e+00, 1.22710690e-01, 5.13595343e-01, ...,\n 7.95841455e-01, 5.93911530e-03, 4.99233186e-01],\n [1.00000000e+01, 1.22717641e-01, 5.13641298e-01, ...,\n 7.95906007e-01, 5.93959680e-03, 4.99233246e-01],\n [2.00000000e+01, 1.22724518e-01, 5.13650894e-01, ...,\n 7.95919478e-01, 5.93969738e-03, 4.99233216e-01],\n ...,\n [1.07997000e+06, 6.80710003e-02, 4.15193796e-01, ...,\n 6.54882550e-01, 4.88718320e-03, 4.99457002e-01],\n [1.07998000e+06, 6.80709183e-02, 4.15193588e-01, ...,\n 6.54882252e-01, 4.88718087e-03, 4.99457002e-01],\n [1.07999000e+06, 6.80708364e-02, 4.15193439e-01, ...,\n 6.54882014e-01, 4.88717901e-03, 4.99457002e-01]]), 8776729: array([[0.00000000e+00, 7.57418871e-02, 3.42024475e-01, ...,\n 5.31803727e-01, 3.27062584e-03, 4.98766720e-01],\n [1.00000000e+01, 7.57441446e-02, 3.42004567e-01, ...,\n 5.31775475e-01, 3.27045191e-03, 4.98766571e-01],\n [2.00000000e+01, 7.57463947e-02, 3.42008591e-01, ...,\n 5.31781197e-01, 3.27048730e-03, 4.98766541e-01],\n ...,\n [1.07997000e+06, 4.76545505e-02, 2.89197177e-01, ...,\n 4.55898821e-01, 2.80380598e-03, 4.99059856e-01],\n [1.07998000e+06, 4.76544350e-02, 2.89196908e-01, ...,\n 4.55898434e-01, 2.80380342e-03, 4.99059856e-01],\n [1.07999000e+06, 4.76543196e-02, 2.89196670e-01, ...,\n 4.55898046e-01, 2.80380109e-03, 4.99059856e-01]]), 8776731: array([[0.00000000e+00, 5.66139584e-04, 7.83752874e-02, ...,\n 1.29727274e-01, 1.19015845e-02, 4.99772787e-01],\n [1.00000000e+01, 5.66156814e-04, 7.83875510e-02, ...,\n 1.29747376e-01, 1.19034294e-02, 4.99772847e-01],\n [2.00000000e+01, 5.66173694e-04, 7.83909112e-02, ...,\n 1.29752874e-01, 1.19039332e-02, 4.99772847e-01],\n ...,\n [1.07997000e+06, 6.80876104e-03, 2.29519755e-01, ...,\n 3.70017260e-01, 3.39465365e-02, 4.98008519e-01],\n [1.07998000e+06, 6.80872658e-03, 2.29519323e-01, ...,\n 3.70016545e-01, 3.39464732e-02, 4.98008519e-01],\n [1.07999000e+06, 6.80869259e-03, 2.29518875e-01, ...,\n 3.70015889e-01, 3.39464135e-02, 4.98008519e-01]]), 8776733: array([[0.00000000e+00, 8.08299799e-03, 2.14520380e-01, ...,\n 3.48587841e-01, 7.29263248e-03, 4.99542564e-01],\n [1.00000000e+01, 8.08299892e-03, 2.14528501e-01, ...,\n 3.48600596e-01, 7.29289930e-03, 4.99542445e-01],\n [2.00000000e+01, 8.08299892e-03, 2.14528412e-01, ...,\n 3.48600447e-01, 7.29289651e-03, 4.99542445e-01],\n ...,\n [1.07997000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01],\n [1.07998000e+06, 1.61455516e-02, 2.79815733e-01, ...,\n 4.49415505e-01, 9.40199755e-03, 4.99312013e-01],\n [1.07999000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01]]), 8776735: array([[0.00000000e+00, 8.10410798e-01, 4.17716831e-01, ...,\n 6.29888713e-01, 1.18400129e-02, 4.59904999e-01],\n [1.00000000e+01, 8.10429573e-01, 4.17713702e-01, ...,\n 6.29884422e-01, 1.18399318e-02, 4.59945410e-01],\n [2.00000000e+01, 8.10448229e-01, 4.17716950e-01, ...,\n 6.29888892e-01, 1.18400166e-02, 4.59944904e-01],\n ...,\n [1.07997000e+06, 7.98622727e-01, 4.15652663e-01, ...,\n 6.27123892e-01, 1.17880423e-02, 4.60270792e-01],\n [1.07998000e+06, 7.98617363e-01, 4.15651768e-01, ...,\n 6.27122700e-01, 1.17880199e-02, 4.60270941e-01],\n [1.07999000e+06, 7.98611999e-01, 4.15650815e-01, ...,\n 6.27121389e-01, 1.17879957e-02, 4.60271060e-01]]), 8776737: array([[0.00000000e+00, 1.75818184e-03, 1.27944008e-01, ...,\n 2.10310772e-01, 1.24444244e-02, 4.99407738e-01],\n [1.00000000e+01, 1.75820058e-03, 1.27949208e-01, ...,\n 2.10319117e-01, 1.24449180e-02, 4.99407977e-01],\n [2.00000000e+01, 1.75821909e-03, 1.27949774e-01, ...,\n 2.10320070e-01, 1.24449749e-02, 4.99407977e-01],\n ...,\n [1.07997000e+06, 1.48630887e-02, 2.93175966e-01, ...,\n 4.66844261e-01, 2.76239216e-02, 4.97927636e-01],\n [1.07998000e+06, 1.48630235e-02, 2.93175489e-01, ...,\n 4.66843635e-01, 2.76238844e-02, 4.97927636e-01],\n [1.07999000e+06, 1.48629593e-02, 2.93175042e-01, ...,\n 4.66842949e-01, 2.76238434e-02, 4.97927636e-01]]), 8776739: array([[0.00000000e+00, 6.20556995e-02, 2.97126770e-01, ...,\n 4.65213984e-01, 3.17986333e-03, 4.98528093e-01],\n [1.00000000e+01, 6.20558485e-02, 2.97188193e-01, ...,\n 4.65302289e-01, 3.18046683e-03, 4.98528302e-01],\n [2.00000000e+01, 6.20559976e-02, 2.97187328e-01, ...,\n 4.65301037e-01, 3.18045821e-03, 4.98528302e-01],\n ...,\n [1.07997000e+06, 6.63753226e-02, 3.04497659e-01, ...,\n 4.75782394e-01, 3.25210113e-03, 4.98469174e-01],\n [1.07998000e+06, 6.63750768e-02, 3.04497272e-01, ...,\n 4.75781798e-01, 3.25209717e-03, 4.98469174e-01],\n [1.07999000e+06, 6.63748384e-02, 3.04496884e-01, ...,\n 4.75781202e-01, 3.25209298e-03, 4.98469174e-01]]), 8776741: array([[0.00000000e+00, 3.15845460e-01, 4.23636109e-01, ...,\n 6.48406506e-01, 5.75338490e-03, 4.93999392e-01],\n [1.00000000e+01, 3.15845907e-01, 4.23617184e-01, ...,\n 6.48380518e-01, 5.75315440e-03, 4.93998796e-01],\n [2.00000000e+01, 3.15846384e-01, 4.23617780e-01, ...,\n 6.48381412e-01, 5.75316232e-03, 4.93998826e-01],\n ...,\n [1.07997000e+06, 3.28112870e-01, 4.29240763e-01, ...,\n 6.56093121e-01, 5.82158938e-03, 4.93866652e-01],\n [1.07998000e+06, 3.28110904e-01, 4.29239929e-01, ...,\n 6.56091928e-01, 5.82157867e-03, 4.93866682e-01],\n [1.07999000e+06, 3.28108966e-01, 4.29239094e-01, ...,\n 6.56090856e-01, 5.82156936e-03, 4.93866712e-01]]), 8780837: array([[0.00000000e+00, 3.67409550e-02, 2.19480976e-01, ...,\n 3.49277675e-01, 5.53530362e-03, 4.96726841e-01],\n [1.00000000e+01, 3.67409810e-02, 2.19457805e-01, ...,\n 3.49243104e-01, 5.53475600e-03, 4.96726632e-01],\n [2.00000000e+01, 3.67410071e-02, 2.19458282e-01, ...,\n 3.49243790e-01, 5.53476671e-03, 4.96726632e-01],\n ...,\n [1.07997000e+06, 7.72482604e-02, 2.88081259e-01, ...,\n 4.49248910e-01, 7.11963372e-03, 4.94938493e-01],\n [1.07998000e+06, 7.72482306e-02, 2.88081199e-01, ...,\n 4.49248791e-01, 7.11963186e-03, 4.94938493e-01],\n [1.07999000e+06, 7.72482008e-02, 2.88081139e-01, ...,\n 4.49248761e-01, 7.11963139e-03, 4.94938493e-01]]), 8776743: array([[0.00000000e+00, 4.28382866e-03, 1.46116138e-01, ...,\n 2.38775596e-01, 4.67271218e-03, 4.99488175e-01],\n [1.00000000e+01, 4.28382866e-03, 1.46118581e-01, ...,\n 2.38779455e-01, 4.67278762e-03, 4.99488026e-01],\n [2.00000000e+01, 4.28382866e-03, 1.46118566e-01, ...,\n 2.38779426e-01, 4.67278715e-03, 4.99488026e-01],\n ...,\n [1.07997000e+06, 1.01250205e-02, 2.04062179e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07998000e+06, 1.01250149e-02, 2.04062119e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07999000e+06, 1.01250093e-02, 2.04062089e-01, ...,\n 3.29434305e-01, 6.44685514e-03, 4.99150962e-01]]), 8780839: array([[0.00000000e+00, 1.72656730e-01, 2.74487913e-01, ...,\n 4.23897892e-01, 5.32535044e-03, 4.87786680e-01],\n [1.00000000e+01, 1.72657758e-01, 2.74475008e-01, ...,\n 4.23879832e-01, 5.32512367e-03, 4.87785429e-01],\n [2.00000000e+01, 1.72658771e-01, 2.74475843e-01, ...,\n 4.23880994e-01, 5.32513810e-03, 4.87785399e-01],\n ...,\n [1.07997000e+06, 3.41314465e-01, 3.48215669e-01, ...,\n 5.24492621e-01, 6.58910349e-03, 4.82528538e-01],\n [1.07998000e+06, 3.41313601e-01, 3.48215342e-01, ...,\n 5.24492264e-01, 6.58909883e-03, 4.82528567e-01],\n [1.07999000e+06, 3.41312736e-01, 3.48215103e-01, ...,\n 5.24491906e-01, 6.58909418e-03, 4.82528567e-01]]), 8780841: array([[0.00000000e+00, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n [1.00000000e+01, 9.36573488e-05, 3.53904851e-02, ...,\n 5.88978492e-02, 3.97958420e-03, 4.99981761e-01],\n [2.00000000e+01, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n ...,\n [1.07997000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07998000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07999000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01]]), 8776745: array([[0.00000000e+00, 7.88794383e-02, 2.57932127e-01, ...,\n 3.97890121e-01, 7.62241567e-03, 4.89167988e-01],\n [1.00000000e+01, 7.88840353e-02, 2.57902443e-01, ...,\n 3.97848785e-01, 7.62162404e-03, 4.89164919e-01],\n [2.00000000e+01, 7.88885951e-02, 2.57908374e-01, ...,\n 3.97857070e-01, 7.62178283e-03, 4.89164621e-01],\n ...,\n [1.07997000e+06, 6.61130995e-02, 2.42276073e-01, ...,\n 3.75951946e-01, 7.20214425e-03, 4.90222156e-01],\n [1.07998000e+06, 6.61129057e-02, 2.42275849e-01, ...,\n 3.75951588e-01, 7.20213726e-03, 4.90222186e-01],\n [1.07999000e+06, 6.61127120e-02, 2.42275566e-01, ...,\n 3.75951231e-01, 7.20213074e-03, 4.90222186e-01]]), 8780843: array([[0.00000000e+00, 4.55893838e-04, 4.78210263e-02, ...,\n 7.91743919e-02, 3.01043317e-03, 4.99670237e-01],\n [1.00000000e+01, 4.55894246e-04, 4.78026047e-02, ...,\n 7.91442096e-02, 3.00928554e-03, 4.99669939e-01],\n [2.00000000e+01, 4.55894624e-04, 4.77991365e-02, ...,\n 7.91385099e-02, 3.00906878e-03, 4.99669880e-01],\n ...,\n [1.07997000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07998000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07999000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01]]), 8776747: array([[0.00000000e+00, 2.77376530e-04, 6.55748397e-02, ...,\n 1.08845666e-01, 5.25824446e-03, 4.99961406e-01],\n [1.00000000e+01, 2.77375191e-04, 6.56193346e-02, ...,\n 1.08919077e-01, 5.26179094e-03, 4.99961436e-01],\n [2.00000000e+01, 2.77373882e-04, 6.56326264e-02, ...,\n 1.08940989e-01, 5.26284939e-03, 4.99961436e-01],\n ...,\n [1.07997000e+06, 2.45644851e-03, 1.80498347e-01, ...,\n 2.95373976e-01, 1.42692737e-02, 4.99651760e-01],\n [1.07998000e+06, 2.45644501e-03, 1.80498242e-01, ...,\n 2.95373827e-01, 1.42692663e-02, 4.99651760e-01],\n [1.07999000e+06, 2.45644152e-03, 1.80498138e-01, ...,\n 2.95373648e-01, 1.42692579e-02, 4.99651760e-01]]), 8780845: array([[0.00000000e+00, 1.25307664e-01, 1.96019202e-01, ...,\n 2.98259944e-01, 7.93244503e-03, 4.32307899e-01],\n [1.00000000e+01, 1.25308484e-01, 1.96186021e-01, ...,\n 2.98486382e-01, 7.93846790e-03, 4.32347715e-01],\n [2.00000000e+01, 1.25309318e-01, 1.96182892e-01, ...,\n 2.98482150e-01, 7.93835521e-03, 4.32344794e-01],\n ...,\n [1.07997000e+06, 2.11836770e-01, 2.34775349e-01, ...,\n 3.49923015e-01, 9.30646341e-03, 4.11838382e-01],\n [1.07998000e+06, 2.11836189e-01, 2.34775111e-01, ...,\n 3.49922717e-01, 9.30645503e-03, 4.11838502e-01],\n [1.07999000e+06, 2.11835608e-01, 2.34774932e-01, ...,\n 3.49922478e-01, 9.30644944e-03, 4.11838651e-01]]), 8776749: array([[0.00000000e+00, 8.12010229e-01, 2.44354799e-01, ...,\n 3.57456416e-01, 7.52539840e-03, 2.50000000e-01],\n [1.00000000e+01, 8.12016606e-01, 3.11656654e-01, ...,\n 1.90277457e-01, 4.00584145e-03, 3.08377385e-01],\n [2.00000000e+01, 8.12027395e-01, 2.44454980e-01, ...,\n 3.57584894e-01, 7.52810342e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.23776066e-01, 3.12299877e-01, ...,\n 1.90910280e-01, 4.01916401e-03, 3.05797458e-01],\n [1.07998000e+06, 8.23768318e-01, 2.45551288e-01, ...,\n 3.58991206e-01, 7.55770970e-03, 2.50000000e-01],\n [1.07999000e+06, 8.23763907e-01, 3.12299192e-01, ...,\n 1.90909654e-01, 4.01915098e-03, 3.05800021e-01]]), 8780847: array([[0.00000000e+00, 2.01095894e-01, 4.34678979e-02, ...,\n 3.79418507e-02, 3.24289338e-03, 2.50000000e-01],\n [1.00000000e+01, 2.01106444e-01, 4.34684381e-02, ...,\n 3.79426777e-02, 3.24296393e-03, 2.50000000e-01],\n [2.00000000e+01, 2.01117024e-01, 4.34689820e-02, ...,\n 3.79435085e-02, 3.24303494e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.33610696e-01, 3.96134853e-02, ...,\n 3.21226530e-02, 2.74552591e-03, 2.50000000e-01],\n [1.07998000e+06, 1.33608773e-01, 3.96133587e-02, ...,\n 3.21224704e-02, 2.74551031e-03, 2.50000000e-01],\n [1.07999000e+06, 1.33606836e-01, 3.96132320e-02, ...,\n 3.21222879e-02, 2.74549471e-03, 2.50000000e-01]]), 8776751: array([[0.00000000e+00, 9.16483160e-03, 1.68582022e-01, ...,\n 2.73540020e-01, 5.77088678e-03, 4.98843014e-01],\n [1.00000000e+01, 9.16485302e-03, 1.68574601e-01, ...,\n 2.73528427e-01, 5.77064231e-03, 4.98843193e-01],\n [2.00000000e+01, 9.16487444e-03, 1.68574825e-01, ...,\n 2.73528755e-01, 5.77064930e-03, 4.98843193e-01],\n ...,\n [1.07997000e+06, 2.81743184e-02, 2.58114636e-01, ...,\n 4.09717232e-01, 8.64382368e-03, 4.97756422e-01],\n [1.07998000e+06, 2.81742662e-02, 2.58114457e-01, ...,\n 4.09716934e-01, 8.64381716e-03, 4.97756422e-01],\n [1.07999000e+06, 2.81742159e-02, 2.58114308e-01, ...,\n 4.09716666e-01, 8.64381157e-03, 4.97756422e-01]]), 8780849: array([[0.00000000e+00, 7.68994331e-01, 6.16042726e-02, ...,\n 4.93530296e-02, 5.14094066e-03, 2.50000000e-01],\n [1.00000000e+01, 7.68985689e-01, 6.16041161e-02, ...,\n 4.93528098e-02, 5.14091738e-03, 2.50000000e-01],\n [2.00000000e+01, 7.68977046e-01, 6.16039596e-02, ...,\n 4.93525900e-02, 5.14089456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27047074e+00, 6.93593472e-02, ...,\n 6.04366548e-02, 6.29548496e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27046120e+00, 6.93592131e-02, ...,\n 6.04364723e-02, 6.29546586e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27045166e+00, 6.93590865e-02, ...,\n 6.04362935e-02, 6.29544724e-03, 2.50000000e-01]]), 8776753: array([[0.00000000e+00, 7.84147680e-02, 3.02545160e-01, ...,\n 4.72301841e-01, 3.08089913e-03, 4.98214483e-01],\n [1.00000000e+01, 7.84145966e-02, 3.02484095e-01, ...,\n 4.72214669e-01, 3.08033032e-03, 4.98213917e-01],\n [2.00000000e+01, 7.84144327e-02, 3.02485049e-01, ...,\n 4.72216010e-01, 3.08033917e-03, 4.98213917e-01],\n ...,\n [1.07997000e+06, 8.57523829e-02, 3.12354296e-01, ...,\n 4.86268848e-01, 3.17200809e-03, 4.98118222e-01],\n [1.07998000e+06, 8.57522339e-02, 3.12354118e-01, ...,\n 4.86268610e-01, 3.17200646e-03, 4.98118222e-01],\n [1.07999000e+06, 8.57520849e-02, 3.12353909e-01, ...,\n 4.86268252e-01, 3.17200413e-03, 4.98118222e-01]]), 8776755: array([[0.00000000e+00, 8.11311752e-02, 2.79327631e-01, ...,\n 4.34301794e-01, 1.52386595e-02, 4.86268073e-01],\n [1.00000000e+01, 8.11308697e-02, 2.79336810e-01, ...,\n 4.34314817e-01, 1.52391167e-02, 4.86268759e-01],\n [2.00000000e+01, 8.11305642e-02, 2.79336274e-01, ...,\n 4.34314042e-01, 1.52390897e-02, 4.86268789e-01],\n ...,\n [1.07997000e+06, 9.06137526e-02, 2.90546864e-01, ...,\n 4.50127870e-01, 1.57939605e-02, 4.85356569e-01],\n [1.07998000e+06, 9.06135663e-02, 2.90546626e-01, ...,\n 4.50127572e-01, 1.57939494e-02, 4.85356569e-01],\n [1.07999000e+06, 9.06133875e-02, 2.90546447e-01, ...,\n 4.50127304e-01, 1.57939401e-02, 4.85356599e-01]]), 8776757: array([[0.00000000e+00, 4.70651500e-03, 1.83372423e-01, ...,\n 2.96046168e-01, 9.83542018e-03, 4.99080241e-01],\n [1.00000000e+01, 4.70651500e-03, 1.83367416e-01, ...,\n 2.96038449e-01, 9.83516406e-03, 4.99080390e-01],\n [2.00000000e+01, 4.70651500e-03, 1.83367446e-01, ...,\n 2.96038508e-01, 9.83516593e-03, 4.99080390e-01],\n ...,\n [1.07997000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07998000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07999000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01]]), 8776759: array([[0.00000000e+00, 4.41894323e-01, 3.85104924e-01, ...,\n 5.82951486e-01, 4.12271218e-03, 4.89767283e-01],\n [1.00000000e+01, 4.41897035e-01, 3.85106623e-01, ...,\n 5.82953811e-01, 4.12272848e-03, 4.89765704e-01],\n [2.00000000e+01, 4.41899717e-01, 3.85107428e-01, ...,\n 5.82954943e-01, 4.12273640e-03, 4.89765674e-01],\n ...,\n [1.07997000e+06, 4.41529155e-01, 3.84997755e-01, ...,\n 5.82807243e-01, 4.12169192e-03, 4.89770502e-01],\n [1.07998000e+06, 4.41525936e-01, 3.84996802e-01, ...,\n 5.82805991e-01, 4.12168307e-03, 4.89770532e-01],\n [1.07999000e+06, 4.41522688e-01, 3.84995878e-01, ...,\n 5.82804799e-01, 4.12167469e-03, 4.89770591e-01]]), 8776761: array([[0.00000000e+00, 1.56136975e-01, 4.73793596e-01, ...,\n 7.22560585e-01, 3.87639808e-03, 4.98811960e-01],\n [1.00000000e+01, 1.56132624e-01, 4.73820686e-01, ...,\n 7.22597599e-01, 3.87659646e-03, 4.98812109e-01],\n [2.00000000e+01, 1.56128302e-01, 4.73815441e-01, ...,\n 7.22590446e-01, 3.87655827e-03, 4.98812109e-01],\n ...,\n [1.07997000e+06, 5.88655099e-02, 3.35001737e-01, ...,\n 5.27403176e-01, 2.82941619e-03, 4.99327004e-01],\n [1.07998000e+06, 5.88653758e-02, 3.35001409e-01, ...,\n 5.27402759e-01, 2.82941386e-03, 4.99327004e-01],\n [1.07999000e+06, 5.88652417e-02, 3.35001141e-01, ...,\n 5.27402341e-01, 2.82941177e-03, 4.99327004e-01]]), 8776763: array([[0.00000000e+00, 8.46178293e-01, 4.32164997e-01, ...,\n 6.54097140e-01, 4.65881173e-03, 4.86565620e-01],\n [1.00000000e+01, 8.46177518e-01, 4.32168007e-01, ...,\n 6.54101312e-01, 4.65884153e-03, 4.86559629e-01],\n [2.00000000e+01, 8.46176803e-01, 4.32167888e-01, ...,\n 6.54101074e-01, 4.65883967e-03, 4.86559629e-01],\n ...,\n [1.07997000e+06, 9.00241435e-01, 4.41325039e-01, ...,\n 6.66415215e-01, 4.74654743e-03, 4.86087918e-01],\n [1.07998000e+06, 9.00234938e-01, 4.41324025e-01, ...,\n 6.66413844e-01, 4.74653766e-03, 4.86087978e-01],\n [1.07999000e+06, 9.00228441e-01, 4.41322982e-01, ...,\n 6.66412473e-01, 4.74652788e-03, 4.86088008e-01]]), 8776765: array([[0.00000000e+00, 5.49619794e-02, 3.26857418e-01, ...,\n 5.18501520e-01, 6.99732127e-03, 4.98611629e-01],\n [1.00000000e+01, 5.49619980e-02, 3.26875627e-01, ...,\n 5.18528461e-01, 6.99768495e-03, 4.98611659e-01],\n [2.00000000e+01, 5.49620166e-02, 3.26875359e-01, ...,\n 5.18527985e-01, 6.99767843e-03, 4.98611659e-01],\n ...,\n [1.07997000e+06, 5.41896410e-02, 3.25165510e-01, ...,\n 5.15997052e-01, 6.96352310e-03, 4.98623192e-01],\n [1.07998000e+06, 5.41894846e-02, 3.25165123e-01, ...,\n 5.15996516e-01, 6.96351565e-03, 4.98623192e-01],\n [1.07999000e+06, 5.41893281e-02, 3.25164795e-01, ...,\n 5.15995979e-01, 6.96350867e-03, 4.98623192e-01]]), 8776767: array([[0.00000000e+00, 4.14206460e-02, 3.17095309e-01, ...,\n 5.05595863e-01, 2.45196838e-03, 4.99644637e-01],\n [1.00000000e+01, 4.14206572e-02, 3.17122787e-01, ...,\n 5.05636990e-01, 2.45216792e-03, 4.99644637e-01],\n [2.00000000e+01, 4.14206684e-02, 3.17122370e-01, ...,\n 5.05636334e-01, 2.45216466e-03, 4.99644637e-01],\n ...,\n [1.07997000e+06, 4.14096974e-02, 3.17090929e-01, ...,\n 5.05589306e-01, 2.45193648e-03, 4.99644667e-01],\n [1.07998000e+06, 4.14095931e-02, 3.17090660e-01, ...,\n 5.05588830e-01, 2.45193415e-03, 4.99644667e-01],\n [1.07999000e+06, 4.14094925e-02, 3.17090333e-01, ...,\n 5.05588412e-01, 2.45193229e-03, 4.99644667e-01]]), 8776769: array([[0.00000000e+00, 9.01433587e-01, 5.66652000e-01, ...,\n 8.69386613e-01, 9.65985134e-02, 4.21070665e-01],\n [1.00000000e+01, 9.01411116e-01, 5.66647053e-01, ...,\n 8.69379818e-01, 9.65977609e-02, 4.21071738e-01],\n [2.00000000e+01, 9.01391983e-01, 5.66642761e-01, ...,\n 8.69373858e-01, 9.65970978e-02, 4.21072662e-01],\n ...,\n [1.07997000e+06, 9.55379128e-01, 5.78215241e-01, ...,\n 8.85327160e-01, 9.83696878e-02, 4.18428659e-01],\n [1.07998000e+06, 9.55372274e-01, 5.78213811e-01, ...,\n 8.85325313e-01, 9.83694792e-02, 4.18428987e-01],\n [1.07999000e+06, 9.55365539e-01, 5.78212500e-01, ...,\n 8.85323346e-01, 9.83692631e-02, 4.18429345e-01]]), 8776771: array([[0.00000000e+00, 5.12463693e-03, 2.81570256e-01, ...,\n 4.56332326e-01, 3.25951688e-02, 4.99502122e-01],\n [1.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n [2.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n ...,\n [1.07997000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07998000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07999000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01]]), 8776773: array([[0.00000000e+00, 9.70974639e-02, 3.22797090e-01, ...,\n 5.05050540e-01, 3.56926187e-03, 4.98137295e-01],\n [1.00000000e+01, 9.71048772e-02, 3.22824866e-01, ...,\n 5.05090415e-01, 3.56954359e-03, 4.98137355e-01],\n [2.00000000e+01, 9.71122682e-02, 3.22833389e-01, ...,\n 5.05102634e-01, 3.56962997e-03, 4.98137265e-01],\n ...,\n [1.07997000e+06, 9.85560864e-02, 3.24558020e-01, ...,\n 5.07576823e-01, 3.58711532e-03, 4.98121172e-01],\n [1.07998000e+06, 9.85556319e-02, 3.24557513e-01, ...,\n 5.07576108e-01, 3.58711043e-03, 4.98121172e-01],\n [1.07999000e+06, 9.85551849e-02, 3.24556947e-01, ...,\n 5.07575393e-01, 3.58710531e-03, 4.98121172e-01]]), 8776775: array([[0.00000000e+00, 1.10840254e-01, 2.83998519e-01, ...,\n 4.40636605e-01, 3.84835480e-03, 4.95411903e-01],\n [1.00000000e+01, 1.10839739e-01, 2.84074396e-01, ...,\n 4.40743595e-01, 3.84928915e-03, 4.95413452e-01],\n [2.00000000e+01, 1.10839233e-01, 2.84072459e-01, ...,\n 4.40740794e-01, 3.84926470e-03, 4.95413423e-01],\n ...,\n [1.07997000e+06, 1.71358317e-01, 3.30977976e-01, ...,\n 5.05889475e-01, 4.41824878e-03, 4.94101942e-01],\n [1.07998000e+06, 1.71357840e-01, 3.30977678e-01, ...,\n 5.05889058e-01, 4.41824505e-03, 4.94101942e-01],\n [1.07999000e+06, 1.71357349e-01, 3.30977350e-01, ...,\n 5.05888641e-01, 4.41824133e-03, 4.94101971e-01]]), 8776777: array([[0.00000000e+00, 1.40545825e-02, 2.39569619e-01, ...,\n 3.86336237e-01, 2.24744761e-03, 4.99773771e-01],\n [1.00000000e+01, 1.40546095e-02, 2.39577323e-01, ...,\n 3.86348039e-01, 2.24751630e-03, 4.99773771e-01],\n [2.00000000e+01, 1.40546365e-02, 2.39577398e-01, ...,\n 3.86348188e-01, 2.24751700e-03, 4.99773771e-01],\n ...,\n [1.07997000e+06, 2.34399438e-02, 2.90782958e-01, ...,\n 4.64117736e-01, 2.69992859e-03, 4.99694020e-01],\n [1.07998000e+06, 2.34398842e-02, 2.90782690e-01, ...,\n 4.64117348e-01, 2.69992626e-03, 4.99694020e-01],\n [1.07999000e+06, 2.34398264e-02, 2.90782392e-01, ...,\n 4.64116871e-01, 2.69992347e-03, 4.99694020e-01]]), 8776779: array([[0.00000000e+00, 7.87812293e-01, 3.09891045e-01, ...,\n 4.63781476e-01, 3.30328685e-03, 4.60116088e-01],\n [1.00000000e+01, 7.87809134e-01, 3.09887737e-01, ...,\n 4.63777065e-01, 3.30325565e-03, 4.60139632e-01],\n [2.00000000e+01, 7.87805974e-01, 3.09887320e-01, ...,\n 4.63776559e-01, 3.30325193e-03, 4.60139722e-01],\n ...,\n [1.07997000e+06, 1.32979536e+00, 4.33540642e-01, ...,\n 2.68213034e-01, 1.91034924e-03, 4.67992008e-01],\n [1.07998000e+06, 1.32978129e+00, 3.67399275e-01, ...,\n 5.38761258e-01, 3.83733097e-03, 4.47185069e-01],\n [1.07999000e+06, 1.32977402e+00, 4.33538526e-01, ...,\n 2.68213749e-01, 1.91035436e-03, 4.67992604e-01]]), 8776781: array([[0.00000000e+00, 2.19001710e-01, 3.30167770e-01, ...,\n 5.08767903e-01, 7.55970133e-03, 4.86952186e-01],\n [1.00000000e+01, 2.19010025e-01, 3.30320984e-01, ...,\n 5.08980989e-01, 7.56286737e-03, 4.86959666e-01],\n [2.00000000e+01, 2.19018325e-01, 3.30322355e-01, ...,\n 5.08982837e-01, 7.56289484e-03, 4.86959130e-01],\n ...,\n [1.07997000e+06, 2.70505071e-01, 3.55548859e-01, ...,\n 5.43828368e-01, 8.08065943e-03, 4.85280395e-01],\n [1.07998000e+06, 2.70503789e-01, 3.55548233e-01, ...,\n 5.43827534e-01, 8.08064640e-03, 4.85280424e-01],\n [1.07999000e+06, 2.70502508e-01, 3.55547696e-01, ...,\n 5.43826759e-01, 8.08063522e-03, 4.85280454e-01]]), 8776783: array([[0.00000000e+00, 2.32336321e-03, 1.33345768e-01, ...,\n 2.18734816e-01, 5.92777273e-03, 4.99618590e-01],\n [1.00000000e+01, 2.32338300e-03, 1.33349374e-01, ...,\n 2.18740582e-01, 5.92792919e-03, 4.99618769e-01],\n [2.00000000e+01, 2.32340256e-03, 1.33349836e-01, ...,\n 2.18741357e-01, 5.92795014e-03, 4.99618769e-01],\n ...,\n [1.07997000e+06, 4.77239490e-03, 1.77087545e-01, ...,\n 2.88132340e-01, 7.80846458e-03, 4.99419302e-01],\n [1.07998000e+06, 4.77237254e-03, 1.77087232e-01, ...,\n 2.88131833e-01, 7.80845061e-03, 4.99419302e-01],\n [1.07999000e+06, 4.77235019e-03, 1.77086890e-01, ...,\n 2.88131297e-01, 7.80843617e-03, 4.99419302e-01]]), 8776785: array([[0.00000000e+00, 6.86420128e-02, 2.38791972e-01, ...,\n 3.82365733e-01, 1.17578648e-03, 4.99272466e-01],\n [1.00000000e+01, 6.86425045e-02, 2.38755181e-01, ...,\n 3.82310063e-01, 1.17561524e-03, 4.99272346e-01],\n [2.00000000e+01, 6.86429963e-02, 2.38756478e-01, ...,\n 3.82312000e-01, 1.17562118e-03, 4.99272346e-01],\n ...,\n [1.07997000e+06, 1.97343320e-01, 3.52118433e-01, ...,\n 5.48646212e-01, 1.68710400e-03, 4.98650461e-01],\n [1.07998000e+06, 1.97342098e-01, 3.52117687e-01, ...,\n 5.48645079e-01, 1.68710051e-03, 4.98650461e-01],\n [1.07999000e+06, 1.97340891e-01, 3.52116913e-01, ...,\n 5.48643947e-01, 1.68709701e-03, 4.98650491e-01]]), 8776787: array([[0.00000000e+00, 1.06889950e-02, 2.55226225e-01, ...,\n 4.10779744e-01, 8.31537973e-03, 4.99463111e-01],\n [1.00000000e+01, 1.06890006e-02, 2.55236804e-01, ...,\n 4.10795927e-01, 8.31570663e-03, 4.99463052e-01],\n [2.00000000e+01, 1.06890053e-02, 2.55236655e-01, ...,\n 4.10795718e-01, 8.31570290e-03, 4.99463052e-01],\n ...,\n [1.07997000e+06, 2.08585355e-02, 3.28253627e-01, ...,\n 5.20599186e-01, 1.05384449e-02, 4.99202818e-01],\n [1.07998000e+06, 2.08585113e-02, 3.28253478e-01, ...,\n 5.20598888e-01, 1.05384393e-02, 4.99202818e-01],\n [1.07999000e+06, 2.08584871e-02, 3.28253388e-01, ...,\n 5.20598769e-01, 1.05384365e-02, 4.99202818e-01]]), 8776789: array([[0.00000000e+00, 4.97920178e-02, 4.86538678e-01, ...,\n 7.87982702e-01, 2.18884096e-01, 4.96299475e-01],\n [1.00000000e+01, 4.97928932e-02, 4.86553043e-01, ...,\n 7.88004935e-01, 2.18890265e-01, 4.96299356e-01],\n [2.00000000e+01, 4.97935042e-02, 4.86555159e-01, ...,\n 7.88008153e-01, 2.18891159e-01, 4.96299326e-01],\n ...,\n [1.07997000e+06, 8.77193883e-02, 6.03742838e-01, ...,\n 9.67884839e-01, 2.68856913e-01, 4.94832784e-01],\n [1.07998000e+06, 8.77191350e-02, 6.03742182e-01, ...,\n 9.67883945e-01, 2.68856674e-01, 4.94832814e-01],\n [1.07999000e+06, 8.77188891e-02, 6.03741527e-01, ...,\n 9.67882752e-01, 2.68856347e-01, 4.94832814e-01]]), 8776791: array([[0.00000000e+00, 6.95235431e-02, 2.13563681e-01, ...,\n 3.40915471e-01, 3.62676047e-02, 4.60611582e-01],\n [1.00000000e+01, 6.95245489e-02, 2.13571966e-01, ...,\n 3.40927929e-01, 3.62689309e-02, 4.60612357e-01],\n [2.00000000e+01, 6.95255250e-02, 2.13572979e-01, ...,\n 3.40929419e-01, 3.62690873e-02, 4.60612029e-01],\n ...,\n [1.07997000e+06, 2.04282284e-01, 3.16580057e-01, ...,\n 4.90690708e-01, 5.22011407e-02, 4.26125407e-01],\n [1.07998000e+06, 2.04281002e-01, 3.16579282e-01, ...,\n 4.90689635e-01, 5.22010252e-02, 4.26125675e-01],\n [1.07999000e+06, 2.04279706e-01, 3.16578597e-01, ...,\n 4.90688622e-01, 5.22009172e-02, 4.26125944e-01]]), 8776793: array([[0.00000000e+00, 9.14108694e-01, 4.03542757e-01, ...,\n 6.07532084e-01, 6.63244631e-03, 4.70495969e-01],\n [1.00000000e+01, 9.14086163e-01, 4.03537512e-01, ...,\n 6.07525170e-01, 6.63237087e-03, 4.70505118e-01],\n [2.00000000e+01, 9.14063752e-01, 4.03534174e-01, ...,\n 6.07520700e-01, 6.63232198e-03, 4.70505506e-01],\n ...,\n [1.07997000e+06, 9.89911139e-01, 4.14448231e-01, ...,\n 6.22061074e-01, 6.79105939e-03, 4.69178051e-01],\n [1.07998000e+06, 9.89904046e-01, 4.14447248e-01, ...,\n 6.22059762e-01, 6.79104542e-03, 4.69178140e-01],\n [1.07999000e+06, 9.89897013e-01, 4.14446294e-01, ...,\n 6.22058511e-01, 6.79103145e-03, 4.69178289e-01]]), 8776795: array([[0.00000000e+00, 8.23701732e-04, 8.42881575e-02, ...,\n 1.39615253e-01, 2.09318218e-03, 4.99961495e-01],\n [1.00000000e+01, 8.23705632e-04, 8.42890069e-02, ...,\n 1.39616638e-01, 2.09320290e-03, 4.99961495e-01],\n [2.00000000e+01, 8.23709532e-04, 8.42893124e-02, ...,\n 1.39617130e-01, 2.09321035e-03, 4.99961495e-01],\n ...,\n [1.07997000e+06, 6.47152402e-03, 2.08937332e-01, ...,\n 3.40147525e-01, 5.09966305e-03, 4.99743283e-01],\n [1.07998000e+06, 6.47151377e-03, 2.08937198e-01, ...,\n 3.40147287e-01, 5.09965932e-03, 4.99743283e-01],\n [1.07999000e+06, 6.47150353e-03, 2.08937064e-01, ...,\n 3.40147108e-01, 5.09965653e-03, 4.99743283e-01]]), 8776797: array([[0.00000000e+00, 2.16078777e-02, 1.99894160e-01, ...,\n 3.21906924e-01, 1.32471987e-03, 4.99558419e-01],\n [1.00000000e+01, 2.16080062e-02, 1.99874565e-01, ...,\n 3.21876943e-01, 1.32459647e-03, 4.99558419e-01],\n [2.00000000e+01, 2.16081329e-02, 1.99875340e-01, ...,\n 3.21878105e-01, 1.32460124e-03, 4.99558419e-01],\n ...,\n [1.07997000e+06, 4.33341414e-02, 2.59614319e-01, ...,\n 4.11852419e-01, 1.69486587e-03, 4.99334604e-01],\n [1.07998000e+06, 4.33339812e-02, 2.59613961e-01, ...,\n 4.11851823e-01, 1.69486343e-03, 4.99334604e-01],\n [1.07999000e+06, 4.33338210e-02, 2.59613603e-01, ...,\n 4.11851317e-01, 1.69486133e-03, 4.99334604e-01]]), 8776799: array([[0.00000000e+00, 8.14664066e-01, 3.25569868e-01, ...,\n 4.88362491e-01, 3.98988975e-03, 4.60571915e-01],\n [1.00000000e+01, 8.14664841e-01, 3.25564414e-01, ...,\n 4.88355309e-01, 3.98983108e-03, 4.60616678e-01],\n [2.00000000e+01, 8.14665616e-01, 3.25564474e-01, ...,\n 4.88355368e-01, 3.98983154e-03, 4.60616678e-01],\n ...,\n [1.07997000e+06, 1.37629521e+00, 3.86619866e-01, ...,\n 5.68212152e-01, 4.64225654e-03, 4.47461843e-01],\n [1.07998000e+06, 1.37628734e+00, 4.56493556e-01, ...,\n 2.92581141e-01, 2.39036884e-03, 4.69719470e-01],\n [1.07999000e+06, 1.37627268e+00, 3.86617988e-01, ...,\n 5.68209648e-01, 4.64223605e-03, 4.47462201e-01]]), 8776801: array([[0.00000000e+00, 8.78372639e-02, 4.50957537e-01, ...,\n 7.08999753e-01, 6.38738498e-02, 4.92871881e-01],\n [1.00000000e+01, 8.78374279e-02, 4.50944334e-01, ...,\n 7.08980560e-01, 6.38721213e-02, 4.92871672e-01],\n [2.00000000e+01, 8.78375694e-02, 4.50944811e-01, ...,\n 7.08981335e-01, 6.38721883e-02, 4.92871672e-01],\n ...,\n [1.07997000e+06, 7.37359971e-02, 4.22954917e-01, ...,\n 6.68173015e-01, 6.01957664e-02, 4.93567735e-01],\n [1.07998000e+06, 7.37358183e-02, 4.22954500e-01, ...,\n 6.68172419e-01, 6.01957142e-02, 4.93567765e-01],\n [1.07999000e+06, 7.37356320e-02, 4.22954142e-01, ...,\n 6.68171883e-01, 6.01956658e-02, 4.93567765e-01]]), 8776803: array([[0.00000000e+00, 1.83922704e-02, 2.63536185e-01, ...,\n 4.22639102e-01, 4.04052669e-03, 4.99548256e-01],\n [1.00000000e+01, 1.83922760e-02, 2.63525903e-01, ...,\n 4.22623515e-01, 4.04037768e-03, 4.99548286e-01],\n [2.00000000e+01, 1.83922816e-02, 2.63526082e-01, ...,\n 4.22623754e-01, 4.04038001e-03, 4.99548286e-01],\n ...,\n [1.07997000e+06, 2.09395867e-02, 2.76745319e-01, ...,\n 4.42615241e-01, 4.23150323e-03, 4.99512315e-01],\n [1.07998000e+06, 2.09395550e-02, 2.76745170e-01, ...,\n 4.42614973e-01, 4.23150044e-03, 4.99512315e-01],\n [1.07999000e+06, 2.09395252e-02, 2.76744992e-01, ...,\n 4.42614675e-01, 4.23149765e-03, 4.99512315e-01]]), 8776805: array([[0.00000000e+00, 1.34115238e-04, 3.97623181e-02, ...,\n 6.60964921e-02, 2.36058910e-03, 4.99971807e-01],\n [1.00000000e+01, 1.34115297e-04, 3.97700667e-02, ...,\n 6.61093220e-02, 2.36104731e-03, 4.99971807e-01],\n [2.00000000e+01, 1.34115340e-04, 3.97728868e-02, ...,\n 6.61139935e-02, 2.36121425e-03, 4.99971807e-01],\n ...,\n [1.07997000e+06, 1.54523319e-03, 1.27268180e-01, ...,\n 2.08995596e-01, 7.46412855e-03, 4.99651015e-01],\n [1.07998000e+06, 1.54523284e-03, 1.27268165e-01, ...,\n 2.08995581e-01, 7.46412808e-03, 4.99651015e-01],\n [1.07999000e+06, 1.54523249e-03, 1.27268150e-01, ...,\n 2.08995536e-01, 7.46412668e-03, 4.99651015e-01]]), 8776807: array([[0.00000000e+00, 8.09733942e-02, 3.49916875e-01, ...,\n 5.42742908e-01, 6.16753334e-03, 4.97609496e-01],\n [1.00000000e+01, 8.09734315e-02, 3.49885613e-01, ...,\n 5.42699039e-01, 6.16703462e-03, 4.97609168e-01],\n [2.00000000e+01, 8.09734613e-02, 3.49886298e-01, ...,\n 5.42699933e-01, 6.16704486e-03, 4.97609168e-01],\n ...,\n [1.07997000e+06, 6.45402297e-02, 3.22593749e-01, ...,\n 5.03972173e-01, 5.72695676e-03, 4.97905970e-01],\n [1.07998000e+06, 6.45400807e-02, 3.22593480e-01, ...,\n 5.03971815e-01, 5.72695257e-03, 4.97905970e-01],\n [1.07999000e+06, 6.45399243e-02, 3.22593182e-01, ...,\n 5.03971398e-01, 5.72694791e-03, 4.97905970e-01]]), 8776809: array([[0.00000000e+00, 9.95470822e-01, 6.50799796e-02, ...,\n 5.27311750e-02, 1.05251849e-03, 2.50000000e-01],\n [1.00000000e+01, 9.95457232e-01, 6.50797859e-02, ...,\n 5.27308881e-02, 1.05251267e-03, 2.50000000e-01],\n [2.00000000e+01, 9.95443642e-01, 6.50795847e-02, ...,\n 5.27305976e-02, 1.05250697e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20342803e+00, 6.80133477e-02, ...,\n 5.68930246e-02, 1.13558932e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20341659e+00, 6.80131838e-02, ...,\n 5.68928048e-02, 1.13558490e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20340514e+00, 6.80130348e-02, ...,\n 5.68925887e-02, 1.13558059e-03, 2.50000000e-01]]), 8776811: array([[0.00000000e+00, 7.12223500e-02, 2.82317847e-01, ...,\n 4.46643263e-01, 3.15426034e-03, 4.98449028e-01],\n [1.00000000e+01, 7.12225735e-02, 2.82315433e-01, ...,\n 4.46639717e-01, 3.15423519e-03, 4.98448998e-01],\n [2.00000000e+01, 7.12227970e-02, 2.82315820e-01, ...,\n 4.46640253e-01, 3.15423915e-03, 4.98448998e-01],\n ...,\n [1.07997000e+06, 1.36066586e-01, 3.56992513e-01, ...,\n 5.54257691e-01, 3.91424913e-03, 4.97736365e-01],\n [1.07998000e+06, 1.36065856e-01, 3.56991857e-01, ...,\n 5.54256737e-01, 3.91424261e-03, 4.97736365e-01],\n [1.07999000e+06, 1.36065125e-01, 3.56991112e-01, ...,\n 5.54255784e-01, 3.91423563e-03, 4.97736365e-01]]), 8776813: array([[0.00000000e+00, 1.61543749e-02, 2.75658667e-01, ...,\n 4.33674872e-01, 1.30232694e-02, 4.98100191e-01],\n [1.00000000e+01, 1.61543731e-02, 2.75668174e-01, ...,\n 4.33688670e-01, 1.30236838e-02, 4.98100162e-01],\n [2.00000000e+01, 1.61543731e-02, 2.75668025e-01, ...,\n 4.33688432e-01, 1.30236773e-02, 4.98100162e-01],\n ...,\n [1.07997000e+06, 1.05433981e-03, 9.60457027e-02, ...,\n 1.58046186e-01, 4.74613160e-03, 4.99617398e-01],\n [1.07998000e+06, 1.05433888e-03, 9.60456803e-02, ...,\n 1.58046141e-01, 4.74613067e-03, 4.99617398e-01],\n [1.07999000e+06, 1.05433795e-03, 9.60456431e-02, ...,\n 1.58046082e-01, 4.74612880e-03, 4.99617398e-01]]), 8776815: array([[0.00000000e+00, 5.57679348e-02, 3.06524783e-01, ...,\n 4.75638539e-01, 1.18909637e-02, 4.94631082e-01],\n [1.00000000e+01, 5.57679459e-02, 3.06491703e-01, ...,\n 4.75591928e-01, 1.18897986e-02, 4.94630307e-01],\n [2.00000000e+01, 5.57679571e-02, 3.06492329e-01, ...,\n 4.75592762e-01, 1.18898191e-02, 4.94630307e-01],\n ...,\n [1.07997000e+06, 5.92711009e-02, 3.13199192e-01, ...,\n 4.85022187e-01, 1.21255545e-02, 4.94435728e-01],\n [1.07998000e+06, 5.92710637e-02, 3.13199133e-01, ...,\n 4.85022098e-01, 1.21255526e-02, 4.94435728e-01],\n [1.07999000e+06, 5.92710264e-02, 3.13199013e-01, ...,\n 4.85021949e-01, 1.21255489e-02, 4.94435728e-01]]), 8776817: array([[0.00000000e+00, 6.86516427e-03, 2.26909131e-01, ...,\n 3.66950721e-01, 7.15303561e-03, 4.99612927e-01],\n [1.00000000e+01, 6.86517917e-03, 2.26905495e-01, ...,\n 3.66945058e-01, 7.15292525e-03, 4.99612957e-01],\n [2.00000000e+01, 6.86519360e-03, 2.26905718e-01, ...,\n 3.66945416e-01, 7.15293223e-03, 4.99612957e-01],\n ...,\n [1.07997000e+06, 8.18168838e-03, 2.42719293e-01, ...,\n 3.91325951e-01, 7.62818614e-03, 4.99570787e-01],\n [1.07998000e+06, 8.18167534e-03, 2.42719144e-01, ...,\n 3.91325742e-01, 7.62818195e-03, 4.99570787e-01],\n [1.07999000e+06, 8.18166230e-03, 2.42719010e-01, ...,\n 3.91325474e-01, 7.62817683e-03, 4.99570787e-01]]), 8776819: array([[0.00000000e+00, 7.79018970e-03, 2.31305361e-01, ...,\n 3.64363343e-01, 3.25324424e-02, 4.95593101e-01],\n [1.00000000e+01, 7.79019017e-03, 2.31309950e-01, ...,\n 3.64370048e-01, 3.25330421e-02, 4.95592952e-01],\n [2.00000000e+01, 7.79019063e-03, 2.31309861e-01, ...,\n 3.64369899e-01, 3.25330272e-02, 4.95592952e-01],\n ...,\n [1.07997000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07998000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07999000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01]]), 8776821: array([[0.00000000e+00, 3.13761495e-02, 2.01040506e-01, ...,\n 3.19146454e-01, 2.81682657e-03, 4.97813195e-01],\n [1.00000000e+01, 3.13762650e-02, 2.01023430e-01, ...,\n 3.19121152e-01, 2.81660329e-03, 4.97813076e-01],\n [2.00000000e+01, 3.13763805e-02, 2.01024011e-01, ...,\n 3.19122046e-01, 2.81661120e-03, 4.97813076e-01],\n ...,\n [1.07997000e+06, 6.44306019e-02, 2.61310726e-01, ...,\n 4.06483442e-01, 3.58767388e-03, 4.96665150e-01],\n [1.07998000e+06, 6.44303858e-02, 2.61310458e-01, ...,\n 4.06483024e-01, 3.58767016e-03, 4.96665150e-01],\n [1.07999000e+06, 6.44301623e-02, 2.61310101e-01, ...,\n 4.06482577e-01, 3.58766620e-03, 4.96665180e-01]]), 8776823: array([[0.00000000e+00, 4.60426230e-03, 1.08705133e-01, ...,\n 1.74665868e-01, 2.03099847e-02, 4.81666148e-01],\n [1.00000000e+01, 4.60427999e-03, 1.08684696e-01, ...,\n 1.74634710e-01, 2.03063618e-02, 4.81673181e-01],\n [2.00000000e+01, 4.60429816e-03, 1.08685121e-01, ...,\n 1.74635351e-01, 2.03064363e-02, 4.81673032e-01],\n ...,\n [1.07997000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07998000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07999000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01]]), 8776825: array([[0.00000000e+00, 1.05988728e-02, 2.07834318e-01, ...,\n 3.34955752e-01, 9.93933994e-03, 4.98631060e-01],\n [1.00000000e+01, 1.05989259e-02, 2.07835928e-01, ...,\n 3.34958196e-01, 9.93941259e-03, 4.98631030e-01],\n [2.00000000e+01, 1.05989790e-02, 2.07836285e-01, ...,\n 3.34958762e-01, 9.93942935e-03, 4.98631030e-01],\n ...,\n [1.07997000e+06, 1.04961963e-02, 2.07063973e-01, ...,\n 3.33773077e-01, 9.90424585e-03, 4.98638898e-01],\n [1.07998000e+06, 1.04961451e-02, 2.07063571e-01, ...,\n 3.33772480e-01, 9.90422815e-03, 4.98638898e-01],\n [1.07999000e+06, 1.04960939e-02, 2.07063198e-01, ...,\n 3.33771884e-01, 9.90421046e-03, 4.98638898e-01]]), 8776827: array([[0.00000000e+00, 1.61652721e-03, 1.69318557e-01, ...,\n 2.77491540e-01, 3.90833169e-02, 4.99280661e-01],\n [1.00000000e+01, 1.61654118e-03, 1.69320881e-01, ...,\n 2.77495235e-01, 3.90838385e-02, 4.99280721e-01],\n [2.00000000e+01, 1.61655445e-03, 1.69321463e-01, ...,\n 2.77496189e-01, 3.90839726e-02, 4.99280721e-01],\n ...,\n [1.07997000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07998000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07999000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01]]), 8776829: array([[0.00000000e+00, 1.00865173e+00, 4.61143196e-01, ...,\n 6.99438930e-01, 2.96749664e-03, 4.92498785e-01],\n [1.00000000e+01, 1.00865388e+00, 4.61143345e-01, ...,\n 6.99439228e-01, 2.96749780e-03, 4.92498904e-01],\n [2.00000000e+01, 1.00865591e+00, 4.61143643e-01, ...,\n 6.99439704e-01, 2.96749990e-03, 4.92498875e-01],\n ...,\n [1.07997000e+06, 1.58105671e+00, 5.36107183e-01, ...,\n 7.99407780e-01, 3.39163258e-03, 4.90386337e-01],\n [1.07998000e+06, 1.58104420e+00, 5.36105812e-01, ...,\n 7.99405932e-01, 3.39162466e-03, 4.90386367e-01],\n [1.07999000e+06, 1.58103180e+00, 5.36104500e-01, ...,\n 7.99404263e-01, 3.39161768e-03, 4.90386426e-01]]), 8776831: array([[0.00000000e+00, 3.40047963e-02, 3.14527303e-01, ...,\n 4.95125115e-01, 6.36407593e-03, 4.98861700e-01],\n [1.00000000e+01, 3.40048075e-02, 3.14528078e-01, ...,\n 4.95126247e-01, 6.36409083e-03, 4.98861700e-01],\n [2.00000000e+01, 3.40048186e-02, 3.14528137e-01, ...,\n 4.95126367e-01, 6.36409223e-03, 4.98861700e-01],\n ...,\n [1.07997000e+06, 4.22432534e-02, 3.40341896e-01, ...,\n 5.32380283e-01, 6.84293453e-03, 4.98706669e-01],\n [1.07998000e+06, 4.22432311e-02, 3.40341836e-01, ...,\n 5.32380223e-01, 6.84293360e-03, 4.98706669e-01],\n [1.07999000e+06, 4.22432087e-02, 3.40341747e-01, ...,\n 5.32380164e-01, 6.84293266e-03, 4.98706669e-01]]), 8776833: array([[0.00000000e+00, 1.07164681e+00, 6.60823807e-02, ...,\n 5.35310470e-02, 6.48075656e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07164907e+00, 6.60824105e-02, ...,\n 5.35310917e-02, 6.48076180e-04, 2.50000000e-01],\n [2.00000000e+01, 1.07165134e+00, 6.60824478e-02, ...,\n 5.35311438e-02, 6.48076821e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.40116870e+00, 7.03724027e-02, ...,\n 5.96151687e-02, 7.21733319e-04, 2.50000000e-01],\n [1.07998000e+06, 1.40115476e+00, 7.03722388e-02, ...,\n 5.96149303e-02, 7.21730408e-04, 2.50000000e-01],\n [1.07999000e+06, 1.40114069e+00, 7.03720599e-02, ...,\n 5.96146807e-02, 7.21727381e-04, 2.50000000e-01]]), 8776835: array([[0.00000000e+00, 1.63375400e-02, 2.50480324e-01, ...,\n 4.05254751e-01, 5.98603766e-03, 4.99495268e-01],\n [1.00000000e+01, 1.63375512e-02, 2.50482529e-01, ...,\n 4.05258238e-01, 5.98608935e-03, 4.99495238e-01],\n [2.00000000e+01, 1.63375624e-02, 2.50482559e-01, ...,\n 4.05258268e-01, 5.98608982e-03, 4.99495238e-01],\n ...,\n [1.07997000e+06, 3.24711204e-02, 3.25161517e-01, ...,\n 5.19197404e-01, 7.66909029e-03, 4.99243081e-01],\n [1.07998000e+06, 3.24711129e-02, 3.25161487e-01, ...,\n 5.19197345e-01, 7.66908936e-03, 4.99243081e-01],\n [1.07999000e+06, 3.24711055e-02, 3.25161457e-01, ...,\n 5.19197226e-01, 7.66908750e-03, 4.99243081e-01]]), 8776837: array([[0.00000000e+00, 2.80007673e-03, 1.50089428e-01, ...,\n 2.44561136e-01, 8.64173658e-03, 4.99330640e-01],\n [1.00000000e+01, 2.80007999e-03, 1.50090411e-01, ...,\n 2.44562700e-01, 8.64179153e-03, 4.99330312e-01],\n [2.00000000e+01, 2.80008349e-03, 1.50090471e-01, ...,\n 2.44562775e-01, 8.64179432e-03, 4.99330312e-01],\n ...,\n [1.07997000e+06, 9.54046627e-05, 3.16896476e-02, ...,\n 5.26971221e-02, 1.86208915e-03, 4.99970675e-01],\n [1.07998000e+06, 9.54044444e-05, 3.16896178e-02, ...,\n 5.26970662e-02, 1.86208717e-03, 4.99970675e-01],\n [1.07999000e+06, 9.54042334e-05, 3.16895768e-02, ...,\n 5.26969992e-02, 1.86208484e-03, 4.99970675e-01]]), 8776839: array([[0.00000000e+00, 9.46592167e-03, 2.31569663e-01, ...,\n 3.78541857e-01, 6.17523445e-03, 4.99769866e-01],\n [1.00000000e+01, 9.46592633e-03, 2.31568903e-01, ...,\n 3.78540576e-01, 6.17521349e-03, 4.99769896e-01],\n [2.00000000e+01, 9.46593098e-03, 2.31568947e-01, ...,\n 3.78540635e-01, 6.17521442e-03, 4.99769896e-01],\n ...,\n [1.07997000e+06, 2.70267371e-02, 3.47516805e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07998000e+06, 2.70267352e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07999000e+06, 2.70267334e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01]]), 8776841: array([[0.00000000e+00, 1.08944452e+00, 6.79706812e-01, ...,\n 1.05521011e+00, 2.96407342e-02, 4.88767713e-01],\n [1.00000000e+01, 1.08944917e+00, 6.79664195e-01, ...,\n 1.05514991e+00, 2.96390429e-02, 4.88766015e-01],\n [2.00000000e+01, 1.08945370e+00, 6.79666102e-01, ...,\n 1.05515254e+00, 2.96391174e-02, 4.88766044e-01],\n ...,\n [1.07997000e+06, 1.43569958e+00, 7.51511633e-01, ...,\n 1.15579987e+00, 3.24662887e-02, 4.87220436e-01],\n [1.07998000e+06, 1.43568552e+00, 7.51509130e-01, ...,\n 1.15579641e+00, 3.24661918e-02, 4.87220496e-01],\n [1.07999000e+06, 1.43567157e+00, 7.51506567e-01, ...,\n 1.15579295e+00, 3.24660949e-02, 4.87220556e-01]]), 8776843: array([[0.00000000e+00, 7.18424261e-01, 4.57934916e-01, ...,\n 6.88651562e-01, 2.02128431e-03, 4.95526582e-01],\n [1.00000000e+01, 7.18413115e-01, 4.57929224e-01, ...,\n 6.88643992e-01, 2.02126219e-03, 4.95528638e-01],\n [2.00000000e+01, 7.18402028e-01, 4.57926899e-01, ...,\n 6.88640833e-01, 2.02125288e-03, 4.95528698e-01],\n ...,\n [1.07997000e+06, 6.36171937e-01, 4.39569056e-01, ...,\n 6.64093256e-01, 1.94920250e-03, 4.95821267e-01],\n [1.07998000e+06, 6.36167049e-01, 4.39567834e-01, ...,\n 6.64091706e-01, 1.94919796e-03, 4.95821297e-01],\n [1.07999000e+06, 6.36162102e-01, 4.39566731e-01, ...,\n 6.64090216e-01, 1.94919354e-03, 4.95821297e-01]]), 8776845: array([[0.00000000e+00, 1.04748368e+00, 3.97355348e-01, ...,\n 5.97938597e-01, 7.95131084e-03, 4.57139164e-01],\n [1.00000000e+01, 1.04748654e+00, 3.97357672e-01, ...,\n 5.97941637e-01, 7.95135181e-03, 4.57126141e-01],\n [2.00000000e+01, 1.04748940e+00, 3.97358030e-01, ...,\n 5.97942173e-01, 7.95135926e-03, 4.57126081e-01],\n ...,\n [1.07997000e+06, 1.65715694e+00, 4.62212771e-01, ...,\n 6.83341742e-01, 9.08699166e-03, 4.44951206e-01],\n [1.07998000e+06, 1.65714371e+00, 4.62211609e-01, ...,\n 6.83340192e-01, 9.08697117e-03, 4.44951445e-01],\n [1.07999000e+06, 1.65713060e+00, 4.62210357e-01, ...,\n 6.83338583e-01, 9.08694975e-03, 4.44951683e-01]]), 8776847: array([[0.00000000e+00, 5.01268916e-02, 3.24237272e-02, ...,\n 2.32833903e-02, 2.56142899e-04, 2.50000000e-01],\n [1.00000000e+01, 5.01268767e-02, 3.24348770e-02, ...,\n 2.32993532e-02, 2.56318512e-04, 2.50000000e-01],\n [2.00000000e+01, 5.01268618e-02, 3.24348882e-02, ...,\n 2.32993700e-02, 2.56318686e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.07583337e-02, 3.36041190e-02, ...,\n 2.49921214e-02, 2.74940830e-04, 2.50000000e-01],\n [1.07998000e+06, 6.07577525e-02, 3.36040594e-02, ...,\n 2.49920301e-02, 2.74939812e-04, 2.50000000e-01],\n [1.07999000e+06, 6.07571714e-02, 3.36039998e-02, ...,\n 2.49919407e-02, 2.74938822e-04, 2.50000000e-01]]), 8776849: array([[0.00000000e+00, 2.39801779e-01, 3.25266093e-01, ...,\n 5.04987895e-01, 2.08414323e-03, 4.96467769e-01],\n [1.00000000e+01, 2.39805117e-01, 3.25406939e-01, ...,\n 5.05186856e-01, 2.08496419e-03, 4.96469676e-01],\n [2.00000000e+01, 2.39808485e-01, 3.25405806e-01, ...,\n 5.05185246e-01, 2.08495767e-03, 4.96469587e-01],\n ...,\n [1.07997000e+06, 3.41142535e-01, 3.68397534e-01, ...,\n 5.65217137e-01, 2.33271602e-03, 4.95676517e-01],\n [1.07998000e+06, 3.41140300e-01, 3.68396670e-01, ...,\n 5.65216064e-01, 2.33271159e-03, 4.95676517e-01],\n [1.07999000e+06, 3.41138095e-01, 3.68395865e-01, ...,\n 5.65214932e-01, 2.33270694e-03, 4.95676547e-01]]), 8776851: array([[0.00000000e+00, 3.88052538e-02, 2.42198452e-01, ...,\n 3.85037243e-01, 2.42009573e-03, 4.98945713e-01],\n [1.00000000e+01, 3.88053246e-02, 2.42212772e-01, ...,\n 3.85058582e-01, 2.42022984e-03, 4.98945713e-01],\n [2.00000000e+01, 3.88053954e-02, 2.42212683e-01, ...,\n 3.85058433e-01, 2.42022891e-03, 4.98945713e-01],\n ...,\n [1.07997000e+06, 6.32744879e-02, 2.89921254e-01, ...,\n 4.54977781e-01, 2.85969675e-03, 4.98594999e-01],\n [1.07998000e+06, 6.32743090e-02, 2.89920986e-01, ...,\n 4.54977363e-01, 2.85969418e-03, 4.98594999e-01],\n [1.07999000e+06, 6.32741302e-02, 2.89920658e-01, ...,\n 4.54976916e-01, 2.85969139e-03, 4.98594999e-01]]), 8776853: array([[0.00000000e+00, 4.07063849e-02, 1.28733113e-01, ...,\n 1.98771894e-01, 5.74485213e-03, 4.33458865e-01],\n [1.00000000e+01, 4.07065116e-02, 1.28709644e-01, ...,\n 1.98739111e-01, 5.74390497e-03, 4.33435708e-01],\n [2.00000000e+01, 4.07066420e-02, 1.28710255e-01, ...,\n 1.98739976e-01, 5.74392965e-03, 4.33435977e-01],\n ...,\n [1.07997000e+06, 8.85029510e-02, 1.68021306e-01, ...,\n 2.52098501e-01, 7.28608388e-03, 3.96084696e-01],\n [1.07998000e+06, 8.85026380e-02, 1.68021113e-01, ...,\n 2.52098203e-01, 7.28607504e-03, 3.96084905e-01],\n [1.07999000e+06, 8.85023251e-02, 1.68020919e-01, ...,\n 2.52097964e-01, 7.28606805e-03, 3.96085083e-01]]), 8776855: array([[0.00000000e+00, 3.58673781e-02, 2.17172310e-01, ...,\n 3.47400188e-01, 1.66698743e-03, 4.99157250e-01],\n [1.00000000e+01, 3.58676426e-02, 2.17204452e-01, ...,\n 3.47448677e-01, 1.66722015e-03, 4.99157250e-01],\n [2.00000000e+01, 3.58679108e-02, 2.17204571e-01, ...,\n 3.47448826e-01, 1.66722084e-03, 4.99157250e-01],\n ...,\n [1.07997000e+06, 7.43351728e-02, 2.84464598e-01, ...,\n 4.46859419e-01, 2.14423914e-03, 4.98706907e-01],\n [1.07998000e+06, 7.43348524e-02, 2.84464180e-01, ...,\n 4.46858764e-01, 2.14423588e-03, 4.98706907e-01],\n [1.07999000e+06, 7.43345320e-02, 2.84463674e-01, ...,\n 4.46858078e-01, 2.14423263e-03, 4.98706907e-01]]), 8776857: array([[0.00000000e+00, 3.23712756e-03, 1.19256824e-01, ...,\n 1.95752487e-01, 3.65209859e-03, 4.99519765e-01],\n [1.00000000e+01, 3.23716225e-03, 1.19256943e-01, ...,\n 1.95752665e-01, 3.65210185e-03, 4.99519527e-01],\n [2.00000000e+01, 3.23719694e-03, 1.19257450e-01, ...,\n 1.95753470e-01, 3.65211675e-03, 4.99519527e-01],\n ...,\n [1.07997000e+06, 2.53423676e-02, 2.63758034e-01, ...,\n 4.19236004e-01, 7.82156736e-03, 4.98388141e-01],\n [1.07998000e+06, 2.53423490e-02, 2.63757914e-01, ...,\n 4.19235885e-01, 7.82156456e-03, 4.98388141e-01],\n [1.07999000e+06, 2.53423285e-02, 2.63757825e-01, ...,\n 4.19235796e-01, 7.82156270e-03, 4.98388141e-01]]), 8776859: array([[0.00000000e+00, 1.01857621e-03, 1.19229972e-01, ...,\n 1.95546359e-01, 7.29650585e-03, 4.99676645e-01],\n [1.00000000e+01, 1.01857702e-03, 1.19223177e-01, ...,\n 1.95535466e-01, 7.29609933e-03, 4.99676496e-01],\n [2.00000000e+01, 1.01857784e-03, 1.19223073e-01, ...,\n 1.95535317e-01, 7.29609374e-03, 4.99676466e-01],\n ...,\n [1.07997000e+06, 3.75449250e-04, 7.27587268e-02, ...,\n 1.20328456e-01, 4.48986748e-03, 4.99914289e-01],\n [1.07998000e+06, 3.75447795e-04, 7.27586001e-02, ...,\n 1.20328240e-01, 4.48985957e-03, 4.99914289e-01],\n [1.07999000e+06, 3.75446340e-04, 7.27584809e-02, ...,\n 1.20328054e-01, 4.48985258e-03, 4.99914289e-01]]), 8776861: array([[0.00000000e+00, 1.84400606e+00, 3.33319783e-01, ...,\n 2.11548790e-01, 1.39360200e-03, 3.86260033e-01],\n [1.00000000e+01, 1.84373415e+00, 2.78316289e-01, ...,\n 4.01891410e-01, 2.64750607e-03, 3.19054246e-01],\n [2.00000000e+01, 1.84357679e+00, 3.33250135e-01, ...,\n 2.11466819e-01, 1.39306206e-03, 3.85511518e-01],\n ...,\n [1.07997000e+06, 2.32217669e+00, 3.45709831e-01, ...,\n 2.26630762e-01, 1.49295630e-03, 3.67107213e-01],\n [1.07998000e+06, 2.32215643e+00, 3.45709354e-01, ...,\n 2.26630121e-01, 1.49295200e-03, 3.67108047e-01],\n [1.07999000e+06, 2.32213616e+00, 3.45708847e-01, ...,\n 2.26629511e-01, 1.49294804e-03, 3.67108881e-01]]), 8776863: array([[0.00000000e+00, 7.22714141e-03, 1.45472541e-01, ...,\n 2.37718105e-01, 4.47680056e-03, 4.99166399e-01],\n [1.00000000e+01, 7.22715119e-03, 1.45465657e-01, ...,\n 2.37707213e-01, 4.47659520e-03, 4.99166638e-01],\n [2.00000000e+01, 7.22716050e-03, 1.45465791e-01, ...,\n 2.37707421e-01, 4.47659893e-03, 4.99166638e-01],\n ...,\n [1.07997000e+06, 1.77122913e-02, 2.05828324e-01, ...,\n 3.32089454e-01, 6.25403831e-03, 4.98587430e-01],\n [1.07998000e+06, 1.77122839e-02, 2.05828309e-01, ...,\n 3.32089424e-01, 6.25403784e-03, 4.98587430e-01],\n [1.07999000e+06, 1.77122764e-02, 2.05828249e-01, ...,\n 3.32089365e-01, 6.25403691e-03, 4.98587430e-01]]), 8776865: array([[0.00000000e+00, 1.97624052e+00, 7.59820193e-02, ...,\n 6.57948032e-02, 4.49111278e-04, 2.50000000e-01],\n [1.00000000e+01, 1.97619784e+00, 7.59816170e-02, ...,\n 6.57942295e-02, 4.49107349e-04, 2.50000000e-01],\n [2.00000000e+01, 1.97615492e+00, 7.59811997e-02, ...,\n 6.57936409e-02, 4.49103332e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.46944594e+00, 8.04182664e-02, ...,\n 7.21201450e-02, 4.92287683e-04, 2.50000000e-01],\n [1.07998000e+06, 2.46942425e+00, 8.04180801e-02, ...,\n 7.21198916e-02, 4.92285937e-04, 2.50000000e-01],\n [1.07999000e+06, 2.46940255e+00, 8.04178938e-02, ...,\n 7.21196160e-02, 4.92284074e-04, 2.50000000e-01]]), 8776867: array([[0.00000000e+00, 7.60204196e-02, 2.82245576e-01, ...,\n 4.50873613e-01, 1.30991754e-03, 4.99496520e-01],\n [1.00000000e+01, 7.60209635e-02, 2.82236874e-01, ...,\n 4.50860530e-01, 1.30987947e-03, 4.99496520e-01],\n [2.00000000e+01, 7.60215074e-02, 2.82237828e-01, ...,\n 4.50861961e-01, 1.30988366e-03, 4.99496520e-01],\n ...,\n [1.07997000e+06, 1.99340254e-01, 4.01981890e-01, ...,\n 6.25935197e-01, 1.81852176e-03, 4.99115199e-01],\n [1.07998000e+06, 1.99339390e-01, 4.01981235e-01, ...,\n 6.25934303e-01, 1.81851909e-03, 4.99115199e-01],\n [1.07999000e+06, 1.99338526e-01, 4.01980639e-01, ...,\n 6.25933468e-01, 1.81851676e-03, 4.99115199e-01]]), 8776869: array([[0.00000000e+00, 3.03205431e-01, 3.81962657e-01, ...,\n 5.94439030e-01, 3.73156951e-03, 4.96044546e-01],\n [1.00000000e+01, 3.03206712e-01, 3.81853908e-01, ...,\n 5.94284475e-01, 3.73059930e-03, 4.96041924e-01],\n [2.00000000e+01, 3.03207964e-01, 3.81856710e-01, ...,\n 5.94288409e-01, 3.73062398e-03, 4.96041954e-01],\n ...,\n [1.07997000e+06, 4.21011299e-01, 4.28912103e-01, ...,\n 6.60403430e-01, 4.14565857e-03, 4.95218366e-01],\n [1.07998000e+06, 4.21008140e-01, 4.28911000e-01, ...,\n 6.60401881e-01, 4.14564880e-03, 4.95218396e-01],\n [1.07999000e+06, 4.21005011e-01, 4.28909868e-01, ...,\n 6.60400331e-01, 4.14563902e-03, 4.95218426e-01]]), 8776871: array([[0.00000000e+00, 1.48736173e-03, 1.69738054e-01, ...,\n 2.80338258e-01, 7.45580485e-03, 4.99972969e-01],\n [1.00000000e+01, 1.48737023e-03, 1.69746310e-01, ...,\n 2.80351669e-01, 7.45616155e-03, 4.99972969e-01],\n [2.00000000e+01, 1.48737885e-03, 1.69748023e-01, ...,\n 2.80354470e-01, 7.45623605e-03, 4.99972969e-01],\n ...,\n [1.07997000e+06, 1.45795979e-02, 4.49011117e-01, ...,\n 7.20827639e-01, 1.91709474e-02, 4.99806046e-01],\n [1.07998000e+06, 1.45795709e-02, 4.49010819e-01, ...,\n 7.20827222e-01, 1.91709381e-02, 4.99806046e-01],\n [1.07999000e+06, 1.45795429e-02, 4.49010521e-01, ...,\n 7.20826685e-01, 1.91709232e-02, 4.99806046e-01]]), 8776873: array([[0.00000000e+00, 2.01433444e+00, 7.60610521e-01, ...,\n 1.15968192e+00, 1.29428785e-02, 4.92142171e-01],\n [1.00000000e+01, 2.01427794e+00, 7.60604978e-01, ...,\n 1.15967453e+00, 1.29427966e-02, 4.92141217e-01],\n [2.00000000e+01, 2.01422191e+00, 7.60597706e-01, ...,\n 1.15966451e+00, 1.29426848e-02, 4.92141336e-01],\n ...,\n [1.07997000e+06, 2.54610682e+00, 8.23934615e-01, ...,\n 1.24551845e+00, 1.39008760e-02, 4.91043657e-01],\n [1.07998000e+06, 2.54608488e+00, 8.23932052e-01, ...,\n 1.24551523e+00, 1.39008397e-02, 4.91043717e-01],\n [1.07999000e+06, 2.54606295e+00, 8.23929727e-01, ...,\n 1.24551189e+00, 1.39008025e-02, 4.91043746e-01]]), 8776877: array([[0.00000000e+00, 4.15589437e-02, 2.82080799e-01, ...,\n 4.50686067e-01, 2.25907797e-03, 4.99512434e-01],\n [1.00000000e+01, 4.15593833e-02, 2.82085985e-01, ...,\n 4.50693816e-01, 2.25911685e-03, 4.99512434e-01],\n [2.00000000e+01, 4.15598191e-02, 2.82087028e-01, ...,\n 4.50695366e-01, 2.25912454e-03, 4.99512434e-01],\n ...,\n [1.07997000e+06, 8.29131529e-02, 3.64133388e-01, ...,\n 5.71705699e-01, 2.86569260e-03, 4.99268323e-01],\n [1.07998000e+06, 8.29129145e-02, 3.64133000e-01, ...,\n 5.71705103e-01, 2.86568981e-03, 4.99268323e-01],\n [1.07999000e+06, 8.29126760e-02, 3.64132643e-01, ...,\n 5.71704566e-01, 2.86568701e-03, 4.99268323e-01]]), 8776879: array([[0.00000000e+00, 2.66864821e-02, 2.58249164e-01, ...,\n 4.13166881e-01, 2.59526935e-03, 4.99505937e-01],\n [1.00000000e+01, 2.66866740e-02, 2.58221418e-01, ...,\n 4.13125008e-01, 2.59500626e-03, 4.99505937e-01],\n [2.00000000e+01, 2.66868658e-02, 2.58222580e-01, ...,\n 4.13126707e-01, 2.59501697e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 4.96208109e-02, 3.25125962e-01, ...,\n 5.12342155e-01, 3.21822963e-03, 4.99288023e-01],\n [1.07998000e+06, 4.96207178e-02, 3.25125724e-01, ...,\n 5.12341857e-01, 3.21822776e-03, 4.99288023e-01],\n [1.07999000e+06, 4.96206246e-02, 3.25125515e-01, ...,\n 5.12341499e-01, 3.21822544e-03, 4.99288023e-01]]), 8776881: array([[0.00000000e+00, 6.90077916e-02, 2.58342236e-01, ...,\n 4.09746647e-01, 1.69737625e-03, 4.98933107e-01],\n [1.00000000e+01, 6.90081269e-02, 2.58326530e-01, ...,\n 4.09723401e-01, 1.69727998e-03, 4.98933047e-01],\n [2.00000000e+01, 6.90084621e-02, 2.58327276e-01, ...,\n 4.09724563e-01, 1.69728475e-03, 4.98933017e-01],\n ...,\n [1.07997000e+06, 1.44835249e-01, 3.38222086e-01, ...,\n 5.25229752e-01, 2.17576511e-03, 4.98354912e-01],\n [1.07998000e+06, 1.44834578e-01, 3.38221520e-01, ...,\n 5.25228918e-01, 2.17576185e-03, 4.98354912e-01],\n [1.07999000e+06, 1.44833907e-01, 3.38220924e-01, ...,\n 5.25228143e-01, 2.17575859e-03, 4.98354912e-01]]), 8776883: array([[0.00000000e+00, 2.38602519e+00, 6.05629265e-01, ...,\n 3.63346756e-01, 1.37683493e-03, 4.87660050e-01],\n [1.00000000e+01, 2.38596129e+00, 4.55149353e-01, ...,\n 6.72798693e-01, 2.54944549e-03, 4.77317750e-01],\n [2.00000000e+01, 2.38589787e+00, 4.55187768e-01, ...,\n 6.72848582e-01, 2.54963455e-03, 4.77132112e-01],\n ...,\n [1.07997000e+06, 3.07207012e+00, 6.26126647e-01, ...,\n 3.81921232e-01, 1.44721952e-03, 4.84869242e-01],\n [1.07998000e+06, 3.07203603e+00, 4.93660986e-01, ...,\n 7.22616076e-01, 2.73821922e-03, 4.73901004e-01],\n [1.07999000e+06, 3.07201767e+00, 6.26125157e-01, ...,\n 3.81919742e-01, 1.44721381e-03, 4.84869450e-01]]), 8776887: array([[0.00000000e+00, 3.76093462e-02, 1.99404463e-01, ...,\n 3.20714593e-01, 1.27217209e-03, 4.99234945e-01],\n [1.00000000e+01, 3.76095772e-02, 1.99347988e-01, ...,\n 3.20628285e-01, 1.27182971e-03, 4.99234825e-01],\n [2.00000000e+01, 3.76098119e-02, 1.99349403e-01, ...,\n 3.20630461e-01, 1.27183832e-03, 4.99234825e-01],\n ...,\n [1.07997000e+06, 1.22330576e-01, 3.08636785e-01, ...,\n 4.82321441e-01, 1.91321468e-03, 4.98471498e-01],\n [1.07998000e+06, 1.22330107e-01, 3.08636367e-01, ...,\n 4.82320815e-01, 1.91321224e-03, 4.98471498e-01],\n [1.07999000e+06, 1.22329645e-01, 3.08635920e-01, ...,\n 4.82320160e-01, 1.91320968e-03, 4.98471498e-01]]), 8776889: array([[0.00000000e+00, 2.48258853e+00, 4.36665297e-01, ...,\n 6.43953383e-01, 4.15990548e-03, 4.53049183e-01],\n [1.00000000e+01, 2.48252368e+00, 4.36690778e-01, ...,\n 6.43986583e-01, 4.16012015e-03, 4.52822387e-01],\n [2.00000000e+01, 2.48245907e+00, 4.36687082e-01, ...,\n 6.43981814e-01, 4.16008895e-03, 4.52822924e-01],\n ...,\n [1.07997000e+06, 3.27188587e+00, 4.76775289e-01, ...,\n 6.95676684e-01, 4.49403515e-03, 4.45717901e-01],\n [1.07998000e+06, 3.27186608e+00, 5.95727503e-01, ...,\n 3.66320282e-01, 2.36641010e-03, 4.67648804e-01],\n [1.07999000e+06, 3.27183032e+00, 4.76772785e-01, ...,\n 6.95673585e-01, 4.49401513e-03, 4.45718348e-01]]), 8776891: array([[0.00000000e+00, 1.14775360e+00, 3.92651677e-01, ...,\n 5.92484474e-01, 1.57743471e-03, 4.90779787e-01],\n [1.00000000e+01, 1.14776051e+00, 3.92656356e-01, ...,\n 5.92490673e-01, 1.57745113e-03, 4.90774304e-01],\n [2.00000000e+01, 1.14776742e+00, 3.92657101e-01, ...,\n 5.92491806e-01, 1.57745415e-03, 4.90774274e-01],\n ...,\n [1.07997000e+06, 1.61412549e+00, 4.39869821e-01, ...,\n 6.55158699e-01, 1.74429896e-03, 4.88877118e-01],\n [1.07998000e+06, 1.61411059e+00, 4.39868569e-01, ...,\n 6.55156910e-01, 1.74429419e-03, 4.88877177e-01],\n [1.07999000e+06, 1.61409581e+00, 4.39867198e-01, ...,\n 6.55155241e-01, 1.74428977e-03, 4.88877237e-01]]), 8776893: array([[0.00000000e+00, 1.03032708e-01, 2.80459017e-01, ...,\n 4.48035538e-01, 1.69646170e-03, 4.99113411e-01],\n [1.00000000e+01, 1.03033602e-01, 2.80405521e-01, ...,\n 4.47955132e-01, 1.69615727e-03, 4.99113202e-01],\n [2.00000000e+01, 1.03034489e-01, 2.80407399e-01, ...,\n 4.47957903e-01, 1.69616775e-03, 4.99113202e-01],\n ...,\n [1.07997000e+06, 3.34076792e-01, 4.30694252e-01, ...,\n 6.66202843e-01, 2.52254005e-03, 4.98239696e-01],\n [1.07998000e+06, 3.34075183e-01, 4.30693477e-01, ...,\n 6.66201770e-01, 2.52253609e-03, 4.98239696e-01],\n [1.07999000e+06, 3.34073544e-01, 4.30692732e-01, ...,\n 6.66200757e-01, 2.52253213e-03, 4.98239696e-01]]), 8776895: array([[0.00000000e+00, 2.35681254e-02, 2.31752649e-01, ...,\n 3.73158455e-01, 4.38494096e-03, 4.99110401e-01],\n [1.00000000e+01, 2.35682279e-02, 2.31735840e-01, ...,\n 3.73132676e-01, 4.38463781e-03, 4.99110430e-01],\n [2.00000000e+01, 2.35683285e-02, 2.31736481e-01, ...,\n 3.73133659e-01, 4.38464945e-03, 4.99110430e-01],\n ...,\n [1.07997000e+06, 7.13107586e-02, 3.49990904e-01, ...,\n 5.48970699e-01, 6.45088963e-03, 4.98293132e-01],\n [1.07998000e+06, 7.13107213e-02, 3.49990875e-01, ...,\n 5.48970640e-01, 6.45088917e-03, 4.98293132e-01],\n [1.07999000e+06, 7.13106841e-02, 3.49990785e-01, ...,\n 5.48970461e-01, 6.45088684e-03, 4.98293132e-01]]), 8776897: array([[0.00000000e+00, 8.44998565e-03, 2.92106688e-01, ...,\n 4.71926093e-01, 1.47939222e-02, 4.99625385e-01],\n [1.00000000e+01, 8.44995771e-03, 2.92104512e-01, ...,\n 4.71922785e-01, 1.47938188e-02, 4.99625415e-01],\n [2.00000000e+01, 8.44992977e-03, 2.92104155e-01, ...,\n 4.71922129e-01, 1.47937983e-02, 4.99625415e-01],\n ...,\n [1.07997000e+06, 9.91392415e-03, 3.10562670e-01, ...,\n 5.00319779e-01, 1.56840067e-02, 4.99588370e-01],\n [1.07998000e+06, 9.91391111e-03, 3.10562551e-01, ...,\n 5.00319541e-01, 1.56839993e-02, 4.99588370e-01],\n [1.07999000e+06, 9.91389714e-03, 3.10562372e-01, ...,\n 5.00319302e-01, 1.56839918e-02, 4.99588370e-01]]), 8776905: array([[0.00000000e+00, 3.22255306e-02, 1.82315052e-01, ...,\n 2.88892597e-01, 1.06997257e-02, 4.86737043e-01],\n [1.00000000e+01, 3.22257169e-02, 1.82254627e-01, ...,\n 2.88803399e-01, 1.06964223e-02, 4.86732066e-01],\n [2.00000000e+01, 3.22259068e-02, 1.82256073e-01, ...,\n 2.88805574e-01, 1.06965024e-02, 4.86732066e-01],\n ...,\n [1.07997000e+06, 8.36676955e-02, 2.57127494e-01, ...,\n 3.95925611e-01, 1.46639114e-02, 4.76829827e-01],\n [1.07998000e+06, 8.36676136e-02, 2.57127345e-01, ...,\n 3.95925462e-01, 1.46639058e-02, 4.76829827e-01],\n [1.07999000e+06, 8.36675391e-02, 2.57127255e-01, ...,\n 3.95925343e-01, 1.46639021e-02, 4.76829827e-01]]), 8776909: array([[0.00000000e+00, 1.98665634e-02, 2.40566015e-01, ...,\n 3.86831343e-01, 3.24522937e-03, 4.99492049e-01],\n [1.00000000e+01, 1.98666248e-02, 2.40545467e-01, ...,\n 3.86800021e-01, 3.24496650e-03, 4.99492079e-01],\n [2.00000000e+01, 1.98666863e-02, 2.40546063e-01, ...,\n 3.86800855e-01, 3.24497349e-03, 4.99492079e-01],\n ...,\n [1.07997000e+06, 2.91172378e-02, 2.77860165e-01, ...,\n 4.43247557e-01, 3.71851958e-03, 4.99363571e-01],\n [1.07998000e+06, 2.91171689e-02, 2.77859896e-01, ...,\n 4.43247199e-01, 3.71851679e-03, 4.99363571e-01],\n [1.07999000e+06, 2.91171018e-02, 2.77859688e-01, ...,\n 4.43246812e-01, 3.71851353e-03, 4.99363571e-01]]), 8776911: array([[0.00000000e+00, 3.18588153e-03, 2.11486280e-01, ...,\n 3.44241828e-01, 8.33515357e-03, 4.99802560e-01],\n [1.00000000e+01, 3.18588270e-03, 2.11486325e-01, ...,\n 3.44241917e-01, 8.33515543e-03, 4.99802589e-01],\n [2.00000000e+01, 3.18588363e-03, 2.11486325e-01, ...,\n 3.44241947e-01, 8.33515637e-03, 4.99802589e-01],\n ...,\n [1.07997000e+06, 6.42380491e-03, 2.77464271e-01, ...,\n 4.46561903e-01, 1.08126374e-02, 4.99701738e-01],\n [1.07998000e+06, 6.42379979e-03, 2.77464211e-01, ...,\n 4.46561813e-01, 1.08126346e-02, 4.99701738e-01],\n [1.07999000e+06, 6.42379420e-03, 2.77464092e-01, ...,\n 4.46561664e-01, 1.08126318e-02, 4.99701738e-01]]), 8776917: array([[0.00000000e+00, 2.15683766e-02, 2.44454667e-01, ...,\n 3.97672713e-01, 2.05728249e-03, 4.99812871e-01],\n [1.00000000e+01, 2.15684790e-02, 2.44455889e-01, ...,\n 3.97674680e-01, 2.05729250e-03, 4.99812871e-01],\n [2.00000000e+01, 2.15685815e-02, 2.44456351e-01, ...,\n 3.97675425e-01, 2.05729646e-03, 4.99812871e-01],\n ...,\n [1.07997000e+06, 6.80820793e-02, 3.78809094e-01, ...,\n 6.03624523e-01, 3.12273414e-03, 4.99631613e-01],\n [1.07998000e+06, 6.80819601e-02, 3.78808826e-01, ...,\n 6.03624165e-01, 3.12273228e-03, 4.99631613e-01],\n [1.07999000e+06, 6.80818483e-02, 3.78808618e-01, ...,\n 6.03623748e-01, 3.12272995e-03, 4.99631613e-01]]), 8776919: array([[0.00000000e+00, 4.52727899e-02, 2.79419720e-01, ...,\n 4.46133763e-01, 6.33712765e-03, 4.98422235e-01],\n [1.00000000e+01, 4.52732667e-02, 2.79434860e-01, ...,\n 4.46156561e-01, 6.33745128e-03, 4.98422235e-01],\n [2.00000000e+01, 4.52737361e-02, 2.79435664e-01, ...,\n 4.46157694e-01, 6.33746758e-03, 4.98422235e-01],\n ...,\n [1.07997000e+06, 1.08170845e-01, 3.84843677e-01, ...,\n 6.00450933e-01, 8.52913316e-03, 4.97369826e-01],\n [1.07998000e+06, 1.08170636e-01, 3.84843439e-01, ...,\n 6.00450635e-01, 8.52912851e-03, 4.97369826e-01],\n [1.07999000e+06, 1.08170435e-01, 3.84843141e-01, ...,\n 6.00450218e-01, 8.52912292e-03, 4.97369826e-01]]), 8776921: array([[0.00000000e+00, 1.25315702e+00, 4.39646482e-01, ...,\n 6.68567836e-01, 4.00100462e-03, 4.85855639e-01],\n [1.00000000e+01, 1.25316870e+00, 4.39641893e-01, ...,\n 6.68561578e-01, 4.00096690e-03, 4.85868216e-01],\n [2.00000000e+01, 1.25318038e+00, 4.39643264e-01, ...,\n 6.68563485e-01, 4.00097854e-03, 4.85868156e-01],\n ...,\n [1.07997000e+06, 1.97538328e+00, 5.12475371e-01, ...,\n 7.66152978e-01, 4.58499696e-03, 4.81827974e-01],\n [1.07998000e+06, 1.97536600e+00, 5.12473881e-01, ...,\n 7.66150951e-01, 4.58498485e-03, 4.81828034e-01],\n [1.07999000e+06, 1.97534895e+00, 5.12472510e-01, ...,\n 7.66149163e-01, 4.58497414e-03, 4.81828123e-01]]), 8776923: array([[0.00000000e+00, 1.16691319e-02, 2.71522999e-01, ...,\n 4.38464314e-01, 4.55310801e-03, 4.99781966e-01],\n [1.00000000e+01, 1.16691571e-02, 2.71515727e-01, ...,\n 4.38453019e-01, 4.55299066e-03, 4.99781996e-01],\n [2.00000000e+01, 1.16691813e-02, 2.71516025e-01, ...,\n 4.38453615e-01, 4.55299718e-03, 4.99781996e-01],\n ...,\n [1.07997000e+06, 1.08021954e-02, 2.63583541e-01, ...,\n 4.26201105e-01, 4.42576455e-03, 4.99791682e-01],\n [1.07998000e+06, 1.08021749e-02, 2.63583302e-01, ...,\n 4.26200777e-01, 4.42576082e-03, 4.99791682e-01],\n [1.07999000e+06, 1.08021544e-02, 2.63583153e-01, ...,\n 4.26200390e-01, 4.42575710e-03, 4.99791682e-01]]), 8776927: array([[0.00000000e+00, 1.56092691e+00, 7.11612701e-02, ...,\n 5.59119992e-02, 4.92616731e-04, 2.50000000e-01],\n [1.00000000e+01, 1.56094718e+00, 7.11614788e-02, ...,\n 5.59122786e-02, 4.92619176e-04, 2.50000000e-01],\n [2.00000000e+01, 1.56096745e+00, 7.11616725e-02, ...,\n 5.59125580e-02, 4.92621621e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.79151607e+00, 8.82809311e-02, ...,\n 8.00038874e-02, 7.04880047e-04, 2.50000000e-01],\n [1.07998000e+06, 3.79149604e+00, 8.82808119e-02, ...,\n 8.00037161e-02, 7.04878534e-04, 2.50000000e-01],\n [1.07999000e+06, 3.79147601e+00, 8.82806852e-02, ...,\n 8.00035372e-02, 7.04876962e-04, 2.50000000e-01]]), 8776929: array([[0.00000000e+00, 8.70187860e-03, 2.33998820e-01, ...,\n 3.77831310e-01, 3.90725257e-03, 4.99745876e-01],\n [1.00000000e+01, 8.70185345e-03, 2.33991250e-01, ...,\n 3.77819628e-01, 3.90713150e-03, 4.99745905e-01],\n [2.00000000e+01, 8.70182831e-03, 2.33991101e-01, ...,\n 3.77819389e-01, 3.90712917e-03, 4.99745905e-01],\n ...,\n [1.07997000e+06, 1.78184435e-02, 3.06944251e-01, ...,\n 4.88367140e-01, 5.05033229e-03, 4.99611944e-01],\n [1.07998000e+06, 1.78184062e-02, 3.06944042e-01, ...,\n 4.88366783e-01, 5.05032856e-03, 4.99611944e-01],\n [1.07999000e+06, 1.78183690e-02, 3.06943804e-01, ...,\n 4.88366425e-01, 5.05032483e-03, 4.99611944e-01]]), 8776931: array([[0.00000000e+00, 1.26483274e+00, 6.82208836e-02, ...,\n 5.40866256e-02, 1.23204163e-03, 2.50000000e-01],\n [1.00000000e+01, 1.26485109e+00, 6.82210997e-02, ...,\n 5.40869348e-02, 1.23204861e-03, 2.50000000e-01],\n [2.00000000e+01, 1.26486957e+00, 6.82213306e-02, ...,\n 5.40872365e-02, 1.23205548e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.05939221e+00, 7.64928162e-02, ...,\n 6.57399148e-02, 1.49749243e-03, 2.50000000e-01],\n [1.07998000e+06, 2.05937409e+00, 7.64926299e-02, ...,\n 6.57396764e-02, 1.49748696e-03, 2.50000000e-01],\n [1.07999000e+06, 2.05935574e+00, 7.64924735e-02, ...,\n 6.57394379e-02, 1.49748148e-03, 2.50000000e-01]]), 8776933: array([[0.00000000e+00, 1.59762871e+00, 7.15019628e-02, ...,\n 5.61974347e-02, 9.03495704e-04, 2.50000000e-01],\n [1.00000000e+01, 1.59765387e+00, 7.15022087e-02, ...,\n 5.61977774e-02, 9.03501234e-04, 2.50000000e-01],\n [2.00000000e+01, 1.59767902e+00, 7.15024620e-02, ...,\n 5.61981276e-02, 9.03506880e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.93217611e+00, 8.90264884e-02, ...,\n 8.08543563e-02, 1.29990920e-03, 2.50000000e-01],\n [1.07998000e+06, 3.93215466e+00, 8.90263617e-02, ...,\n 8.08541700e-02, 1.29990629e-03, 2.50000000e-01],\n [1.07999000e+06, 3.93213320e+00, 8.90262350e-02, ...,\n 8.08539987e-02, 1.29990350e-03, 2.50000000e-01]]), 8776935: array([[0.00000000e+00, 8.66654888e-03, 1.80097103e-01, ...,\n 2.94485450e-01, 2.17975909e-03, 4.99801844e-01],\n [1.00000000e+01, 8.66657868e-03, 1.80089325e-01, ...,\n 2.94473082e-01, 2.17966759e-03, 4.99801904e-01],\n [2.00000000e+01, 8.66660941e-03, 1.80089653e-01, ...,\n 2.94473618e-01, 2.17967154e-03, 4.99801904e-01],\n ...,\n [1.07997000e+06, 5.56101501e-02, 3.66212010e-01, ...,\n 5.79398334e-01, 4.28866269e-03, 4.99407917e-01],\n [1.07998000e+06, 5.56100309e-02, 3.66211683e-01, ...,\n 5.79397917e-01, 4.28865990e-03, 4.99407917e-01],\n [1.07999000e+06, 5.56099117e-02, 3.66211414e-01, ...,\n 5.79397559e-01, 4.28865710e-03, 4.99407917e-01]]), 8776937: array([[0.00000000e+00, 7.92051926e-02, 3.57967347e-01, ...,\n 5.66496551e-01, 4.13199514e-03, 4.99128252e-01],\n [1.00000000e+01, 7.92054459e-02, 3.57979506e-01, ...,\n 5.66514492e-01, 4.13212599e-03, 4.99128282e-01],\n [2.00000000e+01, 7.92056993e-02, 3.57979745e-01, ...,\n 5.66514909e-01, 4.13212925e-03, 4.99128282e-01],\n ...,\n [1.07997000e+06, 1.20115168e-01, 4.16747153e-01, ...,\n 6.51910782e-01, 4.75500198e-03, 4.98887509e-01],\n [1.07998000e+06, 1.20114744e-01, 4.16746616e-01, ...,\n 6.51910007e-01, 4.75499639e-03, 4.98887539e-01],\n [1.07999000e+06, 1.20114326e-01, 4.16746080e-01, ...,\n 6.51909232e-01, 4.75499080e-03, 4.98887539e-01]]), 8776939: array([[0.00000000e+00, 5.61440689e-03, 1.51015729e-01, ...,\n 2.47082755e-01, 1.13549060e-03, 4.99869704e-01],\n [1.00000000e+01, 5.61442645e-03, 1.51015952e-01, ...,\n 2.47083098e-01, 1.13549223e-03, 4.99869704e-01],\n [2.00000000e+01, 5.61444601e-03, 1.51016161e-01, ...,\n 2.47083411e-01, 1.13549363e-03, 4.99869704e-01],\n ...,\n [1.07997000e+06, 2.57849563e-02, 2.71600217e-01, ...,\n 4.33736742e-01, 1.99327548e-03, 4.99680281e-01],\n [1.07998000e+06, 2.57848781e-02, 2.71599889e-01, ...,\n 4.33736354e-01, 1.99327385e-03, 4.99680281e-01],\n [1.07999000e+06, 2.57847998e-02, 2.71599591e-01, ...,\n 4.33735877e-01, 1.99327152e-03, 4.99680281e-01]]), 8778989: array([[0.00000000e+00, 9.07626236e-05, 5.04485704e-03, ...,\n 7.95735884e-03, 5.98297629e-04, 2.50000000e-01],\n [1.00000000e+01, 9.07654685e-05, 5.04491571e-03, ...,\n 7.95744546e-03, 5.98304148e-04, 2.50000000e-01],\n [2.00000000e+01, 9.07683134e-05, 5.04497392e-03, ...,\n 7.95753021e-03, 5.98310493e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.18241383e-04, 1.02595100e-02, ...,\n 1.49397487e-02, 1.12328934e-03, 2.50000000e-01],\n [1.07998000e+06, 7.18237949e-04, 1.02594942e-02, ...,\n 1.49397301e-02, 1.12328795e-03, 2.50000000e-01],\n [1.07999000e+06, 7.18234514e-04, 1.02594802e-02, ...,\n 1.49397114e-02, 1.12328655e-03, 2.50000000e-01]]), 8776941: array([[0.00000000e+00, 5.42682083e-03, 1.57171771e-01, ...,\n 2.56721705e-01, 1.39750517e-03, 4.99850690e-01],\n [1.00000000e+01, 5.42683387e-03, 1.57167912e-01, ...,\n 2.56715596e-01, 1.39747199e-03, 4.99850720e-01],\n [2.00000000e+01, 5.42684691e-03, 1.57168075e-01, ...,\n 2.56715864e-01, 1.39747339e-03, 4.99850720e-01],\n ...,\n [1.07997000e+06, 2.42634714e-02, 2.79137701e-01, ...,\n 4.44466382e-01, 2.41952296e-03, 4.99639243e-01],\n [1.07998000e+06, 2.42633913e-02, 2.79137373e-01, ...,\n 4.44465905e-01, 2.41952040e-03, 4.99639243e-01],\n [1.07999000e+06, 2.42633112e-02, 2.79136986e-01, ...,\n 4.44465309e-01, 2.41951714e-03, 4.99639243e-01]]), 8778991: array([[0.00000000e+00, 3.30208597e-04, 4.82355729e-02, ...,\n 8.00094455e-02, 3.92203173e-03, 4.99832004e-01],\n [1.00000000e+01, 3.30208684e-04, 4.82925661e-02, ...,\n 8.01033303e-02, 3.92663386e-03, 4.99832302e-01],\n [2.00000000e+01, 3.30208772e-04, 4.83066626e-02, ...,\n 8.01265240e-02, 3.92777100e-03, 4.99832392e-01],\n ...,\n [1.07997000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07998000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07999000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01]]), 8776943: array([[0.00000000e+00, 4.82217735e-03, 2.13600740e-01, ...,\n 3.45833778e-01, 6.07792241e-03, 4.99722272e-01],\n [1.00000000e+01, 4.82218666e-03, 2.13597506e-01, ...,\n 3.45828742e-01, 6.07783347e-03, 4.99722302e-01],\n [2.00000000e+01, 4.82219597e-03, 2.13597655e-01, ...,\n 3.45828980e-01, 6.07783766e-03, 4.99722302e-01],\n ...,\n [1.07997000e+06, 2.06143782e-02, 3.68622392e-01, ...,\n 5.77371716e-01, 1.01471301e-02, 4.99344200e-01],\n [1.07998000e+06, 2.06142738e-02, 3.68621707e-01, ...,\n 5.77370763e-01, 1.01471134e-02, 4.99344200e-01],\n [1.07999000e+06, 2.06141695e-02, 3.68621051e-01, ...,\n 5.77369809e-01, 1.01470966e-02, 4.99344200e-01]]), 8778993: array([[0.00000000e+00, 6.56875636e-05, 4.15299786e-03, ...,\n 6.68111071e-03, 5.56759245e-04, 2.50000000e-01],\n [1.00000000e+01, 6.56899210e-05, 4.15305560e-03, ...,\n 6.68119779e-03, 5.56766521e-04, 2.50000000e-01],\n [2.00000000e+01, 6.56922784e-05, 4.15311242e-03, ...,\n 6.68128580e-03, 5.56773855e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.16153716e-04, 1.06167570e-02, ...,\n 1.56659968e-02, 1.30549981e-03, 2.50000000e-01],\n [1.07998000e+06, 9.16150108e-04, 1.06167430e-02, ...,\n 1.56659801e-02, 1.30549842e-03, 2.50000000e-01],\n [1.07999000e+06, 9.16146499e-04, 1.06167290e-02, ...,\n 1.56659633e-02, 1.30549702e-03, 2.50000000e-01]]), 8778995: array([[0.00000000e+00, 6.78515498e-05, 4.34389478e-03, ...,\n 6.95196399e-03, 4.89574973e-04, 2.50000000e-01],\n [1.00000000e+01, 6.78538127e-05, 4.34395019e-03, ...,\n 6.95204688e-03, 4.89580794e-04, 2.50000000e-01],\n [2.00000000e+01, 6.78560682e-05, 4.34400421e-03, ...,\n 6.95212930e-03, 4.89586615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17108156e-03, 1.16795842e-02, ...,\n 1.68717355e-02, 1.18815037e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17107597e-03, 1.16795655e-02, ...,\n 1.68717168e-02, 1.18814909e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17107038e-03, 1.16795506e-02, ...,\n 1.68716945e-02, 1.18814758e-03, 2.50000000e-01]]), 8776947: array([[0.00000000e+00, 1.60937333e+00, 4.62388247e-01, ...,\n 7.05396473e-01, 9.12543945e-03, 4.68860626e-01],\n [1.00000000e+01, 1.60940289e+00, 4.62398052e-01, ...,\n 7.05409884e-01, 9.12561268e-03, 4.68832046e-01],\n [2.00000000e+01, 1.60943234e+00, 4.62400943e-01, ...,\n 7.05413818e-01, 9.12566390e-03, 4.68831718e-01],\n ...,\n [1.07997000e+06, 3.97744966e+00, 6.25190675e-01, ...,\n 9.21812892e-01, 1.19251348e-02, 4.48878586e-01],\n [1.07998000e+06, 3.97742772e+00, 6.25189543e-01, ...,\n 9.21811521e-01, 1.19251171e-02, 4.48878735e-01],\n [1.07999000e+06, 3.97740531e+00, 6.25188410e-01, ...,\n 9.21809971e-01, 1.19250966e-02, 4.48878884e-01]]), 8776949: array([[0.00000000e+00, 1.79640818e+00, 7.32858628e-02, ...,\n 5.79869002e-02, 9.08885617e-04, 2.50000000e-01],\n [1.00000000e+01, 1.79643798e+00, 7.32861459e-02, ...,\n 5.79872690e-02, 9.08891438e-04, 2.50000000e-01],\n [2.00000000e+01, 1.79646754e+00, 7.32863992e-02, ...,\n 5.79876304e-02, 9.08897084e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.37524271e+00, 9.11700726e-02, ...,\n 8.31350088e-02, 1.30305660e-03, 2.50000000e-01],\n [1.07998000e+06, 4.37521410e+00, 9.11699086e-02, ...,\n 8.31347853e-02, 1.30305311e-03, 2.50000000e-01],\n [1.07999000e+06, 4.37518549e+00, 9.11697522e-02, ...,\n 8.31345618e-02, 1.30304962e-03, 2.50000000e-01]]), 8776951: array([[0.00000000e+00, 1.81342113e+00, 4.69329000e-01, ...,\n 7.14462876e-01, 6.65235426e-03, 4.75117743e-01],\n [1.00000000e+01, 1.81345844e+00, 4.69326288e-01, ...,\n 7.14459181e-01, 6.65231980e-03, 4.75138187e-01],\n [2.00000000e+01, 1.81349564e+00, 4.69329715e-01, ...,\n 7.14463770e-01, 6.65236264e-03, 4.75137889e-01],\n ...,\n [1.07997000e+06, 4.43958521e+00, 6.32111132e-01, ...,\n 9.30194557e-01, 8.66102893e-03, 4.59374458e-01],\n [1.07998000e+06, 4.43956518e+00, 7.45975733e-01, ...,\n 4.67275798e-01, 4.35079867e-03, 4.75839436e-01],\n [1.07999000e+06, 4.43952703e+00, 6.32108688e-01, ...,\n 9.30191278e-01, 8.66099913e-03, 4.59374666e-01]]), 8776953: array([[0.00000000e+00, 3.67798060e-02, 2.85770386e-01, ...,\n 4.56082612e-01, 6.59078918e-03, 4.98753518e-01],\n [1.00000000e+01, 3.67798954e-02, 2.85769910e-01, ...,\n 4.56081897e-01, 6.59077894e-03, 4.98753518e-01],\n [2.00000000e+01, 3.67799811e-02, 2.85770178e-01, ...,\n 4.56082255e-01, 6.59078406e-03, 4.98753518e-01],\n ...,\n [1.07997000e+06, 7.33177736e-02, 3.68584782e-01, ...,\n 5.77860594e-01, 8.35058652e-03, 4.98129934e-01],\n [1.07998000e+06, 7.33177289e-02, 3.68584663e-01, ...,\n 5.77860475e-01, 8.35058466e-03, 4.98129934e-01],\n [1.07999000e+06, 7.33176917e-02, 3.68584633e-01, ...,\n 5.77860355e-01, 8.35058279e-03, 4.98129934e-01]]), 8776955: array([[0.00000000e+00, 4.54825573e-02, 2.77700663e-01, ...,\n 4.41987753e-01, 1.51003676e-03, 4.99570280e-01],\n [1.00000000e+01, 4.54827994e-02, 2.77742535e-01, ...,\n 4.42050248e-01, 1.51025027e-03, 4.99570280e-01],\n [2.00000000e+01, 4.54830416e-02, 2.77742356e-01, ...,\n 4.42049950e-01, 1.51024922e-03, 4.99570280e-01],\n ...,\n [1.07997000e+06, 7.13063926e-02, 3.27853918e-01, ...,\n 5.15795290e-01, 1.76219782e-03, 4.99440342e-01],\n [1.07998000e+06, 7.13059381e-02, 3.27853113e-01, ...,\n 5.15794158e-01, 1.76219398e-03, 4.99440342e-01],\n [1.07999000e+06, 7.13054836e-02, 3.27852368e-01, ...,\n 5.15793025e-01, 1.76219014e-03, 4.99440342e-01]]), 8776957: array([[0.00000000e+00, 2.04042482e+00, 7.52938315e-02, ...,\n 6.00914098e-02, 9.30207549e-04, 2.50000000e-01],\n [1.00000000e+01, 2.04046273e+00, 7.52941594e-02, ...,\n 6.00918531e-02, 9.30214417e-04, 2.50000000e-01],\n [2.00000000e+01, 2.04050088e+00, 7.52944648e-02, ...,\n 6.00922927e-02, 9.30221227e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.87586927e+00, 9.34161395e-02, ...,\n 8.55640620e-02, 1.32452103e-03, 2.50000000e-01],\n [1.07998000e+06, 4.87583065e+00, 9.34159309e-02, ...,\n 8.55637863e-02, 1.32451672e-03, 2.50000000e-01],\n [1.07999000e+06, 4.87579250e+00, 9.34157372e-02, ...,\n 8.55635181e-02, 1.32451265e-03, 2.50000000e-01]]), 8779005: array([[0.00000000e+00, 1.46290893e-03, 9.95637290e-03, ...,\n 1.55601921e-02, 2.72985827e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46295689e-03, 9.95649211e-03, ...,\n 1.55603625e-02, 2.72988807e-03, 2.50000000e-01],\n [2.00000000e+01, 1.46300462e-03, 9.95660946e-03, ...,\n 1.55605311e-02, 2.72991764e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17228599e-02, 2.00717524e-02, ...,\n 2.89650057e-02, 5.08158002e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17228217e-02, 2.51275841e-02, ...,\n 1.57836135e-02, 2.76905508e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17227519e-02, 2.00716984e-02, ...,\n 2.89649386e-02, 5.08156838e-03, 2.50000000e-01]]), 8776965: array([[0.00000000e+00, 1.92161512e+00, 5.23171425e-01, ...,\n 7.99512208e-01, 6.51068566e-03, 4.84432369e-01],\n [1.00000000e+01, 1.92165172e+00, 5.23172557e-01, ...,\n 7.99513817e-01, 6.51069870e-03, 4.84436482e-01],\n [2.00000000e+01, 1.92168844e+00, 5.23176074e-01, ...,\n 7.99518585e-01, 6.51073782e-03, 4.84436333e-01],\n ...,\n [1.07997000e+06, 4.59498072e+00, 7.00633466e-01, ...,\n 1.03635979e+00, 8.43941234e-03, 4.74891484e-01],\n [1.07998000e+06, 4.59495020e+00, 7.00632036e-01, ...,\n 1.03635800e+00, 8.43939744e-03, 4.74891573e-01],\n [1.07999000e+06, 4.59491920e+00, 7.00630367e-01, ...,\n 1.03635585e+00, 8.43937974e-03, 4.74891663e-01]]), 8776967: array([[0.00000000e+00, 2.02600193e+00, 3.79266828e-01, ...,\n 5.68301857e-01, 5.57158701e-03, 4.29714501e-01],\n [1.00000000e+01, 2.02604079e+00, 3.79264742e-01, ...,\n 5.68299174e-01, 5.57156093e-03, 4.29765403e-01],\n [2.00000000e+01, 2.02607989e+00, 3.79267246e-01, ...,\n 5.68302453e-01, 5.57159306e-03, 4.29764688e-01],\n ...,\n [1.07997000e+06, 4.77408648e+00, 4.99517471e-01, ...,\n 7.24372029e-01, 7.10168667e-03, 3.90251100e-01],\n [1.07998000e+06, 4.77406359e+00, 6.05687380e-01, ...,\n 3.79458636e-01, 3.72018293e-03, 4.31010008e-01],\n [1.07999000e+06, 4.77402163e+00, 4.99515295e-01, ...,\n 7.24369228e-01, 7.10165920e-03, 3.90251905e-01]]), 8776969: array([[0.00000000e+00, 5.18873893e-03, 1.20020457e-01, ...,\n 1.96987331e-01, 9.76635260e-04, 4.99800354e-01],\n [1.00000000e+01, 5.18875709e-03, 1.20016553e-01, ...,\n 1.96981087e-01, 9.76604293e-04, 4.99800444e-01],\n [2.00000000e+01, 5.18877478e-03, 1.20016731e-01, ...,\n 1.96981356e-01, 9.76605574e-04, 4.99800444e-01],\n ...,\n [1.07997000e+06, 3.08440607e-02, 2.39098132e-01, ...,\n 3.82419884e-01, 1.89598347e-03, 4.99430507e-01],\n [1.07998000e+06, 3.08439750e-02, 2.39097863e-01, ...,\n 3.82419497e-01, 1.89598161e-03, 4.99430507e-01],\n [1.07999000e+06, 3.08438893e-02, 2.39097640e-01, ...,\n 3.82419169e-01, 1.89597998e-03, 4.99430507e-01]]), 8776975: array([[0.00000000e+00, 2.05703163e+00, 7.54082203e-02, ...,\n 6.01216443e-02, 8.89373419e-04, 2.50000000e-01],\n [1.00000000e+01, 2.05707431e+00, 7.54085705e-02, ...,\n 6.01221286e-02, 8.89380637e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05711699e+00, 7.54089206e-02, ...,\n 6.01226203e-02, 8.89387913e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.99279594e+00, 9.39298198e-02, ...,\n 8.61498192e-02, 1.27440563e-03, 2.50000000e-01],\n [1.07998000e+06, 4.99275208e+00, 9.39295962e-02, ...,\n 8.61495137e-02, 1.27440109e-03, 2.50000000e-01],\n [1.07999000e+06, 4.99270821e+00, 9.39293727e-02, ...,\n 8.61492008e-02, 1.27439643e-03, 2.50000000e-01]]), 8776977: array([[0.00000000e+00, 1.28426826e+00, 3.82067591e-01, ...,\n 5.77507615e-01, 4.31620050e-03, 4.69900995e-01],\n [1.00000000e+01, 1.28428841e+00, 3.82077157e-01, ...,\n 5.77520490e-01, 4.31629689e-03, 4.69864488e-01],\n [2.00000000e+01, 1.28430867e+00, 3.82079184e-01, ...,\n 5.77523291e-01, 4.31631785e-03, 4.69864190e-01],\n ...,\n [1.07997000e+06, 2.17903733e+00, 4.55330044e-01, ...,\n 6.74507856e-01, 5.04116481e-03, 4.59780276e-01],\n [1.07998000e+06, 2.17901874e+00, 4.55328792e-01, ...,\n 6.74506247e-01, 5.04115317e-03, 4.59780455e-01],\n [1.07999000e+06, 2.17900014e+00, 4.55327570e-01, ...,\n 6.74504578e-01, 5.04114060e-03, 4.59780663e-01]]), 8776979: array([[0.00000000e+00, 2.98824045e-03, 2.00352281e-01, ...,\n 3.30165029e-01, 7.99431093e-03, 4.99917984e-01],\n [1.00000000e+01, 2.98824115e-03, 2.00358316e-01, ...,\n 3.30174774e-01, 7.99454655e-03, 4.99918014e-01],\n [2.00000000e+01, 2.98824208e-03, 2.00358436e-01, ...,\n 3.30174953e-01, 7.99455121e-03, 4.99918014e-01],\n ...,\n [1.07997000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07998000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07999000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01]]), 8776981: array([[0.00000000e+00, 2.59803963e+00, 4.33555931e-01, ...,\n 6.39574647e-01, 1.62205077e-03, 4.80484664e-01],\n [1.00000000e+01, 2.59798455e+00, 4.33580607e-01, ...,\n 6.39606714e-01, 1.62213214e-03, 4.80395317e-01],\n [2.00000000e+01, 2.59792948e+00, 4.33577716e-01, ...,\n 6.39602900e-01, 1.62212248e-03, 4.80395496e-01],\n ...,\n [1.07997000e+06, 3.56740689e+00, 5.95487237e-01, ...,\n 3.67451876e-01, 9.31909366e-04, 4.86137092e-01],\n [1.07998000e+06, 3.56736660e+00, 4.79518652e-01, ...,\n 6.98823512e-01, 1.77231419e-03, 4.76979494e-01],\n [1.07999000e+06, 3.56734514e+00, 5.95485687e-01, ...,\n 3.67450327e-01, 9.31905466e-04, 4.86137271e-01]]), 8776983: array([[0.00000000e+00, 2.11141491e+00, 5.09336531e-01, ...,\n 7.75473177e-01, 4.74876398e-03, 4.85262990e-01],\n [1.00000000e+01, 2.11146188e+00, 5.09344399e-01, ...,\n 7.75483906e-01, 4.74882964e-03, 4.85255718e-01],\n [2.00000000e+01, 2.11150861e+00, 5.09348273e-01, ...,\n 7.75489151e-01, 4.74886177e-03, 4.85255539e-01],\n ...,\n [1.07997000e+06, 5.09909439e+00, 8.05750132e-01, ...,\n 5.09930015e-01, 3.12265777e-03, 4.85939533e-01],\n [1.07998000e+06, 5.09903479e+00, 6.82676315e-01, ...,\n 1.00537801e+00, 6.15663221e-03, 4.76316959e-01],\n [1.07999000e+06, 5.09900427e+00, 8.05745602e-01, ...,\n 5.09934306e-01, 3.12268408e-03, 4.85939920e-01]]), 8776987: array([[0.00000000e+00, 4.69059404e-03, 2.31339410e-01, ...,\n 3.76248538e-01, 7.32001010e-03, 4.99812365e-01],\n [1.00000000e+01, 4.69060661e-03, 2.31339753e-01, ...,\n 3.76249045e-01, 7.32001988e-03, 4.99812365e-01],\n [2.00000000e+01, 4.69061919e-03, 2.31339976e-01, ...,\n 3.76249403e-01, 7.32002687e-03, 4.99812365e-01],\n ...,\n [1.07997000e+06, 8.30444321e-03, 2.88518637e-01, ...,\n 4.64978099e-01, 9.04626586e-03, 4.99737352e-01],\n [1.07998000e+06, 8.30443017e-03, 2.88518488e-01, ...,\n 4.64977920e-01, 9.04626306e-03, 4.99737352e-01],\n [1.07999000e+06, 8.30441806e-03, 2.88518310e-01, ...,\n 4.64977652e-01, 9.04625747e-03, 4.99737352e-01]]), 8776989: array([[0.00000000e+00, 3.45742032e-02, 2.33368829e-01, ...,\n 3.77420068e-01, 2.99539752e-02, 4.93006170e-01],\n [1.00000000e+01, 3.45750451e-02, 2.33359486e-01, ...,\n 3.77405643e-01, 2.99528297e-02, 4.93006229e-01],\n [2.00000000e+01, 3.45758684e-02, 2.33361810e-01, ...,\n 3.77409250e-01, 2.99531166e-02, 4.93006140e-01],\n ...,\n [1.07997000e+06, 1.89452201e-01, 4.38685447e-01, ...,\n 6.81099653e-01, 5.40555306e-02, 4.81030822e-01],\n [1.07998000e+06, 1.89451188e-01, 4.38684613e-01, ...,\n 6.81098402e-01, 5.40554300e-02, 4.81030881e-01],\n [1.07999000e+06, 1.89450160e-01, 4.38683808e-01, ...,\n 6.81097329e-01, 5.40553443e-02, 4.81030941e-01]]), 8776991: array([[0.00000000e+00, 4.74578762e+00, 4.46858704e-01, ...,\n 6.46957040e-01, 7.83240981e-03, 3.14716369e-01],\n [1.00000000e+01, 4.74579239e+00, 5.15894353e-01, ...,\n 3.15713406e-01, 3.82219627e-03, 3.73893172e-01],\n [2.00000000e+01, 4.74580097e+00, 4.10907090e-01, ...,\n 6.00925803e-01, 7.27513107e-03, 2.88713217e-01],\n ...,\n [1.07997000e+06, 8.91060162e+00, 5.69371283e-01, ...,\n 3.78482670e-01, 4.58211498e-03, 3.03194821e-01],\n [1.07998000e+06, 8.91052055e+00, 5.69370389e-01, ...,\n 3.78481537e-01, 4.58210101e-03, 3.03196043e-01],\n [1.07999000e+06, 8.91043854e+00, 5.69369435e-01, ...,\n 3.78480434e-01, 4.58208751e-03, 3.03197265e-01]]), 8777001: array([[0.00000000e+00, 2.97127347e-02, 1.82974383e-01, ...,\n 2.94349641e-01, 1.64533057e-03, 4.98897940e-01],\n [1.00000000e+01, 2.97131669e-02, 1.82982177e-01, ...,\n 2.94361562e-01, 1.64539716e-03, 4.98897940e-01],\n [2.00000000e+01, 2.97135971e-02, 1.82983071e-01, ...,\n 2.94362932e-01, 1.64540485e-03, 4.98897910e-01],\n ...,\n [1.07997000e+06, 1.73952937e-01, 3.48980486e-01, ...,\n 5.35070717e-01, 2.99089262e-03, 4.96903837e-01],\n [1.07998000e+06, 1.73952132e-01, 3.48979920e-01, ...,\n 5.35069823e-01, 2.99088773e-03, 4.96903837e-01],\n [1.07999000e+06, 1.73951328e-01, 3.48979354e-01, ...,\n 5.35069168e-01, 2.99088401e-03, 4.96903837e-01]]), 8777003: array([[0.00000000e+00, 4.72405646e-03, 1.58058748e-01, ...,\n 2.58473188e-01, 2.26929924e-03, 4.99809504e-01],\n [1.00000000e+01, 4.72409604e-03, 1.58057407e-01, ...,\n 2.58471131e-01, 2.26928107e-03, 4.99809533e-01],\n [2.00000000e+01, 4.72413562e-03, 1.58057958e-01, ...,\n 2.58471966e-01, 2.26928852e-03, 4.99809533e-01],\n ...,\n [1.07997000e+06, 1.48794632e-02, 2.46459886e-01, ...,\n 3.96258742e-01, 3.47900554e-03, 4.99625891e-01],\n [1.07998000e+06, 1.48792947e-02, 2.46458828e-01, ...,\n 3.96257162e-01, 3.47899157e-03, 4.99625891e-01],\n [1.07999000e+06, 1.48791261e-02, 2.46457756e-01, ...,\n 3.96255523e-01, 3.47897736e-03, 4.99625921e-01]]), 8777005: array([[0.00000000e+00, 4.99609523e-02, 2.10393518e-01, ...,\n 3.40361595e-01, 6.99325232e-04, 4.99658585e-01],\n [1.00000000e+01, 4.99611199e-02, 2.10420266e-01, ...,\n 3.40403050e-01, 6.99410448e-04, 4.99658585e-01],\n [2.00000000e+01, 4.99612875e-02, 2.10420117e-01, ...,\n 3.40402782e-01, 6.99409866e-04, 4.99658585e-01],\n ...,\n [1.07997000e+06, 2.94226080e-01, 4.05929476e-01, ...,\n 6.29286408e-01, 1.29296572e-03, 4.99036133e-01],\n [1.07998000e+06, 2.94224292e-01, 4.05928582e-01, ...,\n 6.29285216e-01, 1.29296328e-03, 4.99036163e-01],\n [1.07999000e+06, 2.94222504e-01, 4.05927718e-01, ...,\n 6.29284084e-01, 1.29296095e-03, 4.99036163e-01]]), 8777015: array([[0.00000000e+00, 1.35019243e+00, 3.77973557e-01, ...,\n 5.72664618e-01, 9.04683396e-03, 4.34088051e-01],\n [1.00000000e+01, 1.35021806e+00, 3.77984434e-01, ...,\n 5.72679341e-01, 9.04706679e-03, 4.33997571e-01],\n [2.00000000e+01, 1.35024357e+00, 3.77986819e-01, ...,\n 5.72682619e-01, 9.04711895e-03, 4.33996856e-01],\n ...,\n [1.07997000e+06, 2.59092879e+00, 4.69239563e-01, ...,\n 6.93535864e-01, 1.09563330e-02, 4.05818820e-01],\n [1.07998000e+06, 2.59090734e+00, 4.69238371e-01, ...,\n 6.93534255e-01, 1.09563069e-02, 4.05819237e-01],\n [1.07999000e+06, 2.59088588e+00, 4.69237059e-01, ...,\n 6.93532586e-01, 1.09562809e-02, 4.05819654e-01]]), 8777017: array([[0.00000000e+00, 4.82437706e+00, 7.14111686e-01, ...,\n 1.07805037e+00, 2.00604834e-03, 4.95912433e-01],\n [1.00000000e+01, 4.82438469e+00, 7.14114368e-01, ...,\n 1.07805383e+00, 2.00605462e-03, 4.95911658e-01],\n [2.00000000e+01, 4.82439280e+00, 7.14114726e-01, ...,\n 1.07805431e+00, 2.00605555e-03, 4.95911658e-01],\n ...,\n [1.07997000e+06, 9.27392769e+00, 8.86054218e-01, ...,\n 1.30473459e+00, 2.42786482e-03, 4.94163930e-01],\n [1.07998000e+06, 9.27387047e+00, 1.04539537e+00, ...,\n 6.49668753e-01, 1.20891095e-03, 4.96490180e-01],\n [1.07999000e+06, 9.27375507e+00, 8.86049151e-01, ...,\n 1.30472815e+00, 2.42785295e-03, 4.94163990e-01]]), 8777019: array([[0.00000000e+00, 7.99027458e-02, 3.45509082e-01, ...,\n 5.46389580e-01, 2.76233372e-03, 4.99309808e-01],\n [1.00000000e+01, 7.99031109e-02, 3.45499098e-01, ...,\n 5.46374857e-01, 2.76225922e-03, 4.99309808e-01],\n [2.00000000e+01, 7.99034685e-02, 3.45499903e-01, ...,\n 5.46376050e-01, 2.76226527e-03, 4.99309808e-01],\n ...,\n [1.07997000e+06, 1.07836261e-01, 3.85523528e-01, ...,\n 6.04657114e-01, 3.05691175e-03, 4.99177277e-01],\n [1.07998000e+06, 1.07836060e-01, 3.85523289e-01, ...,\n 6.04656696e-01, 3.05690966e-03, 4.99177277e-01],\n [1.07999000e+06, 1.07835859e-01, 3.85523021e-01, ...,\n 6.04656339e-01, 3.05690779e-03, 4.99177277e-01]]), 8777033: array([[0.00000000e+00, 6.17304134e+00, 6.64555490e-01, ...,\n 3.99552584e-01, 1.14484979e-02, 3.30238312e-01],\n [1.00000000e+01, 6.17309237e+00, 5.09792745e-01, ...,\n 7.51709521e-01, 2.15389561e-02, 2.50000000e-01],\n [2.00000000e+01, 6.17312098e+00, 6.01574600e-01, ...,\n 3.80458593e-01, 1.09013924e-02, 3.21830809e-01],\n ...,\n [1.07997000e+06, 1.18727150e+01, 7.31914759e-01, ...,\n 4.73098248e-01, 1.35558238e-02, 2.50000000e-01],\n [1.07998000e+06, 1.18726053e+01, 7.31913626e-01, ...,\n 4.73096877e-01, 1.35557847e-02, 2.50000000e-01],\n [1.07999000e+06, 1.18724966e+01, 7.31912494e-01, ...,\n 4.73095566e-01, 1.35557475e-02, 2.50000000e-01]]), 8777035: array([[0.00000000e+00, 3.43988067e-03, 1.34564683e-01, ...,\n 2.21038938e-01, 1.27253274e-03, 4.99897212e-01],\n [1.00000000e+01, 3.43993655e-03, 1.34563863e-01, ...,\n 2.21037582e-01, 1.27252494e-03, 4.99897182e-01],\n [2.00000000e+01, 3.43999220e-03, 1.34564713e-01, ...,\n 2.21038982e-01, 1.27253297e-03, 4.99897182e-01],\n ...,\n [1.07997000e+06, 2.17961911e-02, 2.75492907e-01, ...,\n 4.40839708e-01, 2.53793737e-03, 4.99695688e-01],\n [1.07998000e+06, 2.17961259e-02, 2.75492638e-01, ...,\n 4.40839320e-01, 2.53793504e-03, 4.99695688e-01],\n [1.07999000e+06, 2.17960607e-02, 2.75492311e-01, ...,\n 4.40838754e-01, 2.53793178e-03, 4.99695688e-01]]), 8777037: array([[0.00000000e+00, 3.24128345e-02, 3.21798384e-01, ...,\n 5.18023372e-01, 2.78957118e-03, 4.99788493e-01],\n [1.00000000e+01, 3.24128754e-02, 3.21784317e-01, ...,\n 5.18001914e-01, 2.78945570e-03, 4.99788493e-01],\n [2.00000000e+01, 3.24129164e-02, 3.21784735e-01, ...,\n 5.18002510e-01, 2.78945896e-03, 4.99788493e-01],\n ...,\n [1.07997000e+06, 5.41157424e-02, 3.90364259e-01, ...,\n 6.21699512e-01, 3.34787020e-03, 4.99713868e-01],\n [1.07998000e+06, 5.41156344e-02, 3.90363991e-01, ...,\n 6.21699214e-01, 3.34786857e-03, 4.99713868e-01],\n [1.07999000e+06, 5.41155264e-02, 3.90363693e-01, ...,\n 6.21698678e-01, 3.34786577e-03, 4.99713868e-01]]), 8777039: array([[0.00000000e+00, 4.46548732e-03, 1.57948807e-01, ...,\n 2.60071576e-01, 1.08725566e-03, 4.99953181e-01],\n [1.00000000e+01, 4.46550036e-03, 1.57948732e-01, ...,\n 2.60071486e-01, 1.08725531e-03, 4.99953181e-01],\n [2.00000000e+01, 4.46551340e-03, 1.57948941e-01, ...,\n 2.60071784e-01, 1.08725659e-03, 4.99953181e-01],\n ...,\n [1.07997000e+06, 2.98382472e-02, 3.31708997e-01, ...,\n 5.33575177e-01, 2.23066541e-03, 4.99857277e-01],\n [1.07998000e+06, 2.98381764e-02, 3.31708670e-01, ...,\n 5.33574700e-01, 2.23066332e-03, 4.99857277e-01],\n [1.07999000e+06, 2.98381075e-02, 3.31708372e-01, ...,\n 5.33574224e-01, 2.23066146e-03, 4.99857277e-01]]), 8777049: array([[0.00000000e+00, 1.45907089e-01, 3.05307746e-01, ...,\n 4.76494938e-01, 1.86276366e-03, 4.98107344e-01],\n [1.00000000e+01, 1.45906985e-01, 3.05260628e-01, ...,\n 4.76427555e-01, 1.86250033e-03, 4.98106807e-01],\n [2.00000000e+01, 1.45906880e-01, 3.05261433e-01, ...,\n 4.76428717e-01, 1.86250487e-03, 4.98106807e-01],\n ...,\n [1.07997000e+06, 2.42447227e-01, 3.65397066e-01, ...,\n 5.60857356e-01, 2.19256198e-03, 4.97461230e-01],\n [1.07998000e+06, 2.42446408e-01, 3.65396589e-01, ...,\n 5.60856819e-01, 2.19255988e-03, 4.97461230e-01],\n [1.07999000e+06, 2.42445588e-01, 3.65396202e-01, ...,\n 5.60856223e-01, 2.19255756e-03, 4.97461230e-01]]), 8777051: array([[0.00000000e+00, 3.75694712e-03, 1.60697445e-01, ...,\n 2.64575213e-01, 2.13539321e-03, 4.99926716e-01],\n [1.00000000e+01, 3.75695899e-03, 1.60693914e-01, ...,\n 2.64569521e-01, 2.13534711e-03, 4.99926686e-01],\n [2.00000000e+01, 3.75697087e-03, 1.60694093e-01, ...,\n 2.64569819e-01, 2.13534967e-03, 4.99926686e-01],\n ...,\n [1.07997000e+06, 1.54198064e-02, 2.80136168e-01, ...,\n 4.54257727e-01, 3.66632547e-03, 4.99832451e-01],\n [1.07998000e+06, 1.54197887e-02, 2.80136049e-01, ...,\n 4.54257578e-01, 3.66632431e-03, 4.99832451e-01],\n [1.07999000e+06, 1.54197710e-02, 2.80135930e-01, ...,\n 4.54257429e-01, 3.66632291e-03, 4.99832451e-01]]), 8777057: array([[0.00000000e+00, 6.19908038e-04, 6.82164580e-02, ...,\n 1.12848103e-01, 3.82535951e-03, 4.99836028e-01],\n [1.00000000e+01, 6.19910599e-04, 6.81386292e-02, ...,\n 1.12720795e-01, 3.82104400e-03, 4.99835551e-01],\n [2.00000000e+01, 6.19913277e-04, 6.81245402e-02, ...,\n 1.12697758e-01, 3.82026308e-03, 4.99835461e-01],\n ...,\n [1.07997000e+06, 3.49100982e-03, 1.47039250e-01, ...,\n 2.39469439e-01, 8.11760779e-03, 4.99120861e-01],\n [1.07998000e+06, 3.49100353e-03, 1.47039115e-01, ...,\n 2.39469245e-01, 8.11760128e-03, 4.99120861e-01],\n [1.07999000e+06, 3.49099725e-03, 1.47039026e-01, ...,\n 2.39469066e-01, 8.11759569e-03, 4.99120861e-01]]), 8777059: array([[0.00000000e+00, 3.02205270e-04, 7.02216104e-02, ...,\n 1.16380289e-01, 5.67708723e-03, 4.99942064e-01],\n [1.00000000e+01, 3.02207802e-04, 7.02153146e-02, ...,\n 1.16369925e-01, 5.67658152e-03, 4.99942064e-01],\n [2.00000000e+01, 3.02210334e-04, 7.02138171e-02, ...,\n 1.16367482e-01, 5.67646232e-03, 4.99942064e-01],\n ...,\n [1.07997000e+06, 1.42462458e-03, 1.46922871e-01, ...,\n 2.40801856e-01, 1.17464317e-02, 4.99665380e-01],\n [1.07998000e+06, 1.42461958e-03, 1.46922678e-01, ...,\n 2.40801528e-01, 1.17464159e-02, 4.99665380e-01],\n [1.07999000e+06, 1.42461457e-03, 1.46922484e-01, ...,\n 2.40801245e-01, 1.17464019e-02, 4.99665380e-01]]), 8777061: array([[0.00000000e+00, 8.51222500e-03, 1.45742550e-01, ...,\n 2.37456098e-01, 9.99394339e-04, 4.99736935e-01],\n [1.00000000e+01, 8.51234421e-03, 1.45743743e-01, ...,\n 2.37457991e-01, 9.99402371e-04, 4.99736935e-01],\n [2.00000000e+01, 8.51246249e-03, 1.45744517e-01, ...,\n 2.37459213e-01, 9.99407494e-04, 4.99736935e-01],\n ...,\n [1.07997000e+06, 4.82480116e-02, 2.81126767e-01, ...,\n 4.42628354e-01, 1.86291395e-03, 4.99269009e-01],\n [1.07998000e+06, 4.82477397e-02, 2.81126171e-01, ...,\n 4.42627549e-01, 1.86291058e-03, 4.99269009e-01],\n [1.07999000e+06, 4.82474677e-02, 2.81125605e-01, ...,\n 4.42626685e-01, 1.86290697e-03, 4.99269009e-01]]), 8777063: array([[0.00000000e+00, 3.54591720e-02, 2.09863499e-01, ...,\n 3.38367611e-01, 9.41741164e-04, 4.99605715e-01],\n [1.00000000e+01, 3.54595594e-02, 2.09850997e-01, ...,\n 3.38348359e-01, 9.41687613e-04, 4.99605715e-01],\n [2.00000000e+01, 3.54599431e-02, 2.09852070e-01, ...,\n 3.38349998e-01, 9.41692153e-04, 4.99605715e-01],\n ...,\n [1.07997000e+06, 1.68249637e-01, 3.73021901e-01, ...,\n 5.78492701e-01, 1.61005487e-03, 4.99018013e-01],\n [1.07998000e+06, 1.68248668e-01, 3.73021126e-01, ...,\n 5.78491509e-01, 1.61005149e-03, 4.99018013e-01],\n [1.07999000e+06, 1.68247700e-01, 3.73020321e-01, ...,\n 5.78490496e-01, 1.61004870e-03, 4.99018013e-01]]), 8777065: array([[0.00000000e+00, 5.59736416e-03, 1.10085070e-01, ...,\n 1.80307701e-01, 2.59809359e-03, 4.99041557e-01],\n [1.00000000e+01, 5.59739349e-03, 1.10087179e-01, ...,\n 1.80311039e-01, 2.59814179e-03, 4.99041408e-01],\n [2.00000000e+01, 5.59742237e-03, 1.10087395e-01, ...,\n 1.80311382e-01, 2.59814668e-03, 4.99041408e-01],\n ...,\n [1.07997000e+06, 2.70133801e-02, 2.01942071e-01, ...,\n 3.22918653e-01, 4.65300633e-03, 4.97578412e-01],\n [1.07998000e+06, 2.70133205e-02, 2.01941907e-01, ...,\n 3.22918385e-01, 4.65300260e-03, 4.97578412e-01],\n [1.07999000e+06, 2.70132590e-02, 2.01941729e-01, ...,\n 3.22918117e-01, 4.65299888e-03, 4.97578412e-01]]), 8777067: array([[0.00000000e+00, 3.04747751e-04, 6.28515333e-02, ...,\n 1.04132928e-01, 6.54924102e-03, 4.99882102e-01],\n [1.00000000e+01, 3.04747780e-04, 6.28995150e-02, ...,\n 1.04211733e-01, 6.55419752e-03, 4.99882251e-01],\n [2.00000000e+01, 3.04747809e-04, 6.29115924e-02, ...,\n 1.04231559e-01, 6.55544410e-03, 4.99882281e-01],\n ...,\n [1.07997000e+06, 1.82512461e-03, 1.43688813e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07998000e+06, 1.82512426e-03, 1.43688798e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07999000e+06, 1.82512391e-03, 1.43688798e-01, ...,\n 2.34710708e-01, 1.47616807e-02, 4.99244839e-01]]), 8777077: array([[0.00000000e+00, 5.75852973e-05, 2.51172166e-02, ...,\n 4.17892188e-02, 6.08285598e-04, 4.99991328e-01],\n [1.00000000e+01, 5.75853810e-05, 2.51437128e-02, ...,\n 4.18331884e-02, 6.08925591e-04, 4.99991328e-01],\n [2.00000000e+01, 5.75854647e-05, 2.51551885e-02, ...,\n 4.18522283e-02, 6.09202776e-04, 4.99991328e-01],\n ...,\n [1.07997000e+06, 8.78256920e-04, 9.00949463e-02, ...,\n 1.48415849e-01, 2.16034707e-03, 4.99912918e-01],\n [1.07998000e+06, 8.78255814e-04, 9.00949091e-02, ...,\n 1.48415759e-01, 2.16034590e-03, 4.99912918e-01],\n [1.07999000e+06, 8.78254767e-04, 9.00948495e-02, ...,\n 1.48415670e-01, 2.16034451e-03, 4.99912918e-01]]), 8777079: array([[0.00000000e+00, 5.83673874e-03, 1.52795687e-01, ...,\n 2.51520574e-01, 8.49731639e-03, 4.99444187e-01],\n [1.00000000e+01, 5.83677879e-03, 1.52796015e-01, ...,\n 2.51521081e-01, 8.49733315e-03, 4.99444216e-01],\n [2.00000000e+01, 5.83681837e-03, 1.52796462e-01, ...,\n 2.51521796e-01, 8.49735737e-03, 4.99444216e-01],\n ...,\n [1.07997000e+06, 2.90368404e-02, 2.86273390e-01, ...,\n 4.62654531e-01, 1.56302191e-02, 4.98574585e-01],\n [1.07998000e+06, 2.90367622e-02, 2.86273092e-01, ...,\n 4.62654084e-01, 1.56302042e-02, 4.98574585e-01],\n [1.07999000e+06, 2.90366840e-02, 2.86272764e-01, ...,\n 4.62653577e-01, 1.56301875e-02, 4.98574585e-01]]), 8777085: array([[0.00000000e+00, 1.96763012e-03, 1.07631244e-01, ...,\n 1.78424045e-01, 5.90808084e-03, 4.99914765e-01],\n [1.00000000e+01, 1.96764641e-03, 1.07647024e-01, ...,\n 1.78450003e-01, 5.90894045e-03, 4.99914825e-01],\n [2.00000000e+01, 1.96766271e-03, 1.07649952e-01, ...,\n 1.78454831e-01, 5.90910017e-03, 4.99914825e-01],\n ...,\n [1.07997000e+06, 1.34902121e-02, 2.50747889e-01, ...,\n 4.10174191e-01, 1.35819260e-02, 4.99505699e-01],\n [1.07998000e+06, 1.34901674e-02, 2.50747561e-01, ...,\n 4.10173625e-01, 1.35819074e-02, 4.99505699e-01],\n [1.07999000e+06, 1.34901246e-02, 2.50747204e-01, ...,\n 4.10173088e-01, 1.35818897e-02, 4.99505699e-01]]), 8777087: array([[0.00000000e+00, 8.28629639e-03, 1.57684058e-01, ...,\n 2.59839267e-01, 3.69614875e-03, 4.99737054e-01],\n [1.00000000e+01, 8.28635320e-03, 1.57685146e-01, ...,\n 2.59841025e-01, 3.69617390e-03, 4.99736995e-01],\n [2.00000000e+01, 8.28640908e-03, 1.57685548e-01, ...,\n 2.59841710e-01, 3.69618367e-03, 4.99736995e-01],\n ...,\n [1.07997000e+06, 4.58891392e-02, 3.08203012e-01, ...,\n 4.98494208e-01, 7.09095597e-03, 4.99281198e-01],\n [1.07998000e+06, 4.58889641e-02, 3.08202565e-01, ...,\n 4.98493552e-01, 7.09094666e-03, 4.99281198e-01],\n [1.07999000e+06, 4.58887927e-02, 3.08202177e-01, ...,\n 4.98492956e-01, 7.09093828e-03, 4.99281228e-01]]), 8777089: array([[0.00000000e+00, 1.99088128e-03, 1.12400390e-01, ...,\n 1.85079530e-01, 7.06410408e-03, 4.99467194e-01],\n [1.00000000e+01, 1.99088990e-03, 1.12395599e-01, ...,\n 1.85071826e-01, 7.06381025e-03, 4.99466926e-01],\n [2.00000000e+01, 1.99089875e-03, 1.12395741e-01, ...,\n 1.85072020e-01, 7.06381770e-03, 4.99466926e-01],\n ...,\n [1.07997000e+06, 3.06688882e-02, 3.23302597e-01, ...,\n 5.10081530e-01, 1.94687601e-02, 4.97343957e-01],\n [1.07998000e+06, 3.06687783e-02, 3.23302180e-01, ...,\n 5.10080874e-01, 1.94687359e-02, 4.97343957e-01],\n [1.07999000e+06, 3.06686666e-02, 3.23301733e-01, ...,\n 5.10080338e-01, 1.94687154e-02, 4.97343957e-01]]), 8777097: array([[0.00000000e+00, 1.70087186e-03, 9.12719145e-02, ...,\n 1.50861934e-01, 2.59659090e-03, 4.99876082e-01],\n [1.00000000e+01, 1.70087884e-03, 9.12233591e-02, ...,\n 1.50782645e-01, 2.59522628e-03, 4.99875784e-01],\n [2.00000000e+01, 1.70088594e-03, 9.12173688e-02, ...,\n 1.50772884e-01, 2.59505818e-03, 4.99875754e-01],\n ...,\n [1.07997000e+06, 1.02291116e-02, 1.97735608e-01, ...,\n 3.21185172e-01, 5.52814407e-03, 4.99381840e-01],\n [1.07998000e+06, 1.02290967e-02, 1.97735518e-01, ...,\n 3.21185052e-01, 5.52814174e-03, 4.99381840e-01],\n [1.07999000e+06, 1.02290818e-02, 1.97735399e-01, ...,\n 3.21184844e-01, 5.52813848e-03, 4.99381840e-01]]), 8777111: array([[0.00000000e+00, 8.34229682e-03, 1.83138549e-01, ...,\n 3.00292283e-01, 1.59900042e-03, 4.99894738e-01],\n [1.00000000e+01, 8.34230706e-03, 1.83136225e-01, ...,\n 3.00288588e-01, 1.59898074e-03, 4.99894738e-01],\n [2.00000000e+01, 8.34231731e-03, 1.83136344e-01, ...,\n 3.00288796e-01, 1.59898179e-03, 4.99894738e-01],\n ...,\n [1.07997000e+06, 4.53427769e-02, 3.52057934e-01, ...,\n 5.62894881e-01, 2.99731037e-03, 4.99714941e-01],\n [1.07998000e+06, 4.53426950e-02, 3.52057755e-01, ...,\n 5.62894583e-01, 2.99730874e-03, 4.99714941e-01],\n [1.07999000e+06, 4.53426167e-02, 3.52057487e-01, ...,\n 5.62894166e-01, 2.99730641e-03, 4.99714941e-01]]), 8777135: array([[0.00000000e+00, 6.17096329e+00, 4.59346652e-01, ...,\n 6.74029410e-01, 7.82844797e-03, 3.23514163e-01],\n [1.00000000e+01, 6.17098761e+00, 5.84620714e-01, ...,\n 3.54885072e-01, 4.12177760e-03, 3.97253454e-01],\n [2.00000000e+01, 6.17102909e+00, 4.59504008e-01, ...,\n 6.74232602e-01, 7.83080794e-03, 3.22907716e-01],\n ...,\n [1.07997000e+06, 1.21456528e+01, 6.49183631e-01, ...,\n 4.29180831e-01, 4.98467870e-03, 3.32039952e-01],\n [1.07998000e+06, 1.21455326e+01, 6.49182439e-01, ...,\n 4.29179400e-01, 4.98466194e-03, 3.32041085e-01],\n [1.07999000e+06, 1.21454124e+01, 6.49181366e-01, ...,\n 4.29178059e-01, 4.98464657e-03, 3.32042187e-01]]), 8776621: array([[0.00000000e+00, 1.52818188e-02, 2.34163821e-01, ...,\n 3.79431456e-01, 5.46731194e-03, 4.99475867e-01],\n [1.00000000e+01, 1.52826682e-02, 2.34183937e-01, ...,\n 3.79462749e-01, 5.46776270e-03, 4.99475777e-01],\n [2.00000000e+01, 1.52835092e-02, 2.34188721e-01, ...,\n 3.79470170e-01, 5.46786981e-03, 4.99475747e-01],\n ...,\n [1.07997000e+06, 7.18476996e-02, 4.18193579e-01, ...,\n 6.54556513e-01, 9.43164993e-03, 4.98695135e-01],\n [1.07998000e+06, 7.18476325e-02, 4.18193460e-01, ...,\n 6.54556215e-01, 9.43164527e-03, 4.98695135e-01],\n [1.07999000e+06, 7.18475655e-02, 4.18193340e-01, ...,\n 6.54556096e-01, 9.43164434e-03, 4.98695135e-01]]), 8780233: array([[0.00000000e+00, 1.91717997e-01, 3.13265860e-01, ...,\n 4.82909501e-01, 1.09627587e-03, 4.98288602e-01],\n [1.00000000e+01, 1.91718474e-01, 3.13218862e-01, ...,\n 4.82844085e-01, 1.09612732e-03, 4.98288035e-01],\n [2.00000000e+01, 1.91718951e-01, 3.13220114e-01, ...,\n 4.82845783e-01, 1.09613128e-03, 4.98288035e-01],\n ...,\n [1.07997000e+06, 3.06705862e-01, 3.68476212e-01, ...,\n 5.58542907e-01, 1.26797485e-03, 4.97760445e-01],\n [1.07998000e+06, 3.06704164e-01, 3.68475556e-01, ...,\n 5.58542013e-01, 1.26797287e-03, 4.97760445e-01],\n [1.07999000e+06, 3.06702465e-01, 3.68474841e-01, ...,\n 5.58541119e-01, 1.26797077e-03, 4.97760475e-01]]), 8777163: array([[0.00000000e+00, 8.27936176e-03, 1.69687420e-01, ...,\n 2.78859705e-01, 7.65677367e-04, 4.99944955e-01],\n [1.00000000e+01, 8.27938225e-03, 1.69691324e-01, ...,\n 2.78865963e-01, 7.65694538e-04, 4.99944925e-01],\n [2.00000000e+01, 8.27940181e-03, 1.69691473e-01, ...,\n 2.78866202e-01, 7.65695237e-04, 4.99944925e-01],\n ...,\n [1.07997000e+06, 8.61194581e-02, 4.17712986e-01, ...,\n 6.61772549e-01, 1.81705807e-03, 4.99781638e-01],\n [1.07998000e+06, 8.61190856e-02, 4.17712361e-01, ...,\n 6.61771595e-01, 1.81705540e-03, 4.99781638e-01],\n [1.07999000e+06, 8.61187130e-02, 4.17711675e-01, ...,\n 6.61770582e-01, 1.81705260e-03, 4.99781638e-01]]), 8780235: array([[0.00000000e+00, 2.08099056e-02, 1.66383788e-01, ...,\n 2.70572126e-01, 9.52718779e-03, 4.96096611e-01],\n [1.00000000e+01, 2.08101533e-02, 1.66415304e-01, ...,\n 2.70621568e-01, 9.52892844e-03, 4.96095151e-01],\n [2.00000000e+01, 2.08103992e-02, 1.66415676e-01, ...,\n 2.70622104e-01, 9.52894799e-03, 4.96095151e-01],\n ...,\n [1.07997000e+06, 9.43046659e-02, 2.94594705e-01, ...,\n 4.64961171e-01, 1.63718723e-02, 4.90498573e-01],\n [1.07998000e+06, 9.43044797e-02, 2.94594496e-01, ...,\n 4.64960873e-01, 1.63718630e-02, 4.90498573e-01],\n [1.07999000e+06, 9.43042934e-02, 2.94594258e-01, ...,\n 4.64960575e-01, 1.63718518e-02, 4.90498602e-01]]), 8777165: array([[0.00000000e+00, 2.49382528e-03, 1.18645728e-01, ...,\n 1.95868686e-01, 1.11669709e-03, 4.99938875e-01],\n [1.00000000e+01, 2.49383342e-03, 1.18653215e-01, ...,\n 1.95880905e-01, 1.11676683e-03, 4.99938935e-01],\n [2.00000000e+01, 2.49384204e-03, 1.18653513e-01, ...,\n 1.95881352e-01, 1.11676939e-03, 4.99938935e-01],\n ...,\n [1.07997000e+06, 1.74075067e-02, 2.55513191e-01, ...,\n 4.13631320e-01, 2.35821726e-03, 4.99809802e-01],\n [1.07998000e+06, 1.74074695e-02, 2.55512953e-01, ...,\n 4.13631022e-01, 2.35821563e-03, 4.99809802e-01],\n [1.07999000e+06, 1.74074322e-02, 2.55512744e-01, ...,\n 4.13630664e-01, 2.35821353e-03, 4.99809802e-01]]), 8780237: array([[0.00000000e+00, 6.11934299e-03, 1.39297307e-01, ...,\n 2.27444276e-01, 1.65053899e-03, 4.99671757e-01],\n [1.00000000e+01, 6.11939281e-03, 1.39304280e-01, ...,\n 2.27455303e-01, 1.65061897e-03, 4.99671638e-01],\n [2.00000000e+01, 6.11944217e-03, 1.39304668e-01, ...,\n 2.27455899e-01, 1.65062328e-03, 4.99671638e-01],\n ...,\n [1.07997000e+06, 3.35231386e-02, 2.66516417e-01, ...,\n 4.21963632e-01, 3.06214532e-03, 4.99105453e-01],\n [1.07998000e+06, 3.35230902e-02, 2.66516298e-01, ...,\n 4.21963423e-01, 3.06214369e-03, 4.99105453e-01],\n [1.07999000e+06, 3.35230418e-02, 2.66516149e-01, ...,\n 4.21963185e-01, 3.06214206e-03, 4.99105453e-01]]), 8777167: array([[0.00000000e+00, 6.17430592e+00, 4.03399467e-01, ...,\n 5.87871790e-01, 5.05913747e-03, 2.91151702e-01],\n [1.00000000e+01, 6.17432308e+00, 4.97527927e-01, ...,\n 3.07594836e-01, 2.64711562e-03, 3.70909303e-01],\n [2.00000000e+01, 6.17435360e+00, 4.03368115e-01, ...,\n 5.87831616e-01, 5.05879195e-03, 2.90358335e-01],\n ...,\n [1.07997000e+06, 1.22331171e+01, 5.56405067e-01, ...,\n 3.78950626e-01, 3.26119293e-03, 2.93600798e-01],\n [1.07998000e+06, 1.22329931e+01, 5.56403995e-01, ...,\n 3.78949255e-01, 3.26118106e-03, 2.93602139e-01],\n [1.07999000e+06, 1.22328691e+01, 5.56403100e-01, ...,\n 3.78947943e-01, 3.26116988e-03, 2.93603539e-01]]), 8780239: array([[0.00000000e+00, 1.26581425e-02, 2.10439160e-01, ...,\n 3.39695752e-01, 3.34346201e-03, 4.99512315e-01],\n [1.00000000e+01, 1.26581918e-02, 2.10422546e-01, ...,\n 3.39670122e-01, 3.34320986e-03, 4.99512404e-01],\n [2.00000000e+01, 1.26582412e-02, 2.10423067e-01, ...,\n 3.39670956e-01, 3.34321801e-03, 4.99512404e-01],\n ...,\n [1.07997000e+06, 1.97272543e-02, 2.49056920e-01, ...,\n 3.98605317e-01, 3.92328063e-03, 4.99366432e-01],\n [1.07998000e+06, 1.97272208e-02, 2.49056771e-01, ...,\n 3.98605078e-01, 3.92327830e-03, 4.99366432e-01],\n [1.07999000e+06, 1.97271872e-02, 2.49056578e-01, ...,\n 3.98604810e-01, 3.92327551e-03, 4.99366432e-01]]), 8780241: array([[0.00000000e+00, 2.20930815e-01, 2.98835605e-01, ...,\n 4.64531451e-01, 5.87271107e-03, 4.89490569e-01],\n [1.00000000e+01, 2.20931828e-01, 2.98980027e-01, ...,\n 4.64736074e-01, 5.87529829e-03, 4.89496469e-01],\n [2.00000000e+01, 2.20932826e-01, 2.98977673e-01, ...,\n 4.64732677e-01, 5.87525498e-03, 4.89496261e-01],\n ...,\n [1.07997000e+06, 4.53461111e-01, 3.85404557e-01, ...,\n 5.84154427e-01, 7.38501176e-03, 4.84622121e-01],\n [1.07998000e+06, 4.53458816e-01, 3.85403812e-01, ...,\n 5.84153414e-01, 7.38499919e-03, 4.84622180e-01],\n [1.07999000e+06, 4.53456491e-01, 3.85403186e-01, ...,\n 5.84152579e-01, 7.38498848e-03, 4.84622210e-01]]), 8780243: array([[0.00000000e+00, 1.35994563e-02, 1.51325420e-01, ...,\n 2.46942937e-01, 1.40149228e-03, 4.99550998e-01],\n [1.00000000e+01, 1.35995718e-02, 1.51335970e-01, ...,\n 2.46959627e-01, 1.40158704e-03, 4.99550909e-01],\n [2.00000000e+01, 1.35996863e-02, 1.51336372e-01, ...,\n 2.46960253e-01, 1.40159053e-03, 4.99550909e-01],\n ...,\n [1.07997000e+06, 5.67669310e-02, 2.61246264e-01, ...,\n 4.15988296e-01, 2.36088713e-03, 4.98957932e-01],\n [1.07998000e+06, 5.67668267e-02, 2.61246085e-01, ...,\n 4.15987998e-01, 2.36088526e-03, 4.98957932e-01],\n [1.07999000e+06, 5.67667224e-02, 2.61245877e-01, ...,\n 4.15987790e-01, 2.36088410e-03, 4.98957932e-01]]), 8780245: array([[0.00000000e+00, 4.42607462e-01, 3.98185015e-01, ...,\n 6.06233180e-01, 2.96591572e-03, 4.94170010e-01],\n [1.00000000e+01, 4.42603856e-01, 3.98180991e-01, ...,\n 6.06227756e-01, 2.96588917e-03, 4.94172752e-01],\n [2.00000000e+01, 4.42600340e-01, 3.98179919e-01, ...,\n 6.06226146e-01, 2.96588126e-03, 4.94172782e-01],\n ...,\n [1.07997000e+06, 5.65759838e-01, 4.32864130e-01, ...,\n 6.53029919e-01, 3.19486251e-03, 4.93311465e-01],\n [1.07998000e+06, 5.65755904e-01, 4.32863146e-01, ...,\n 6.53028607e-01, 3.19485622e-03, 4.93311495e-01],\n [1.07999000e+06, 5.65751970e-01, 4.32862103e-01, ...,\n 6.53027236e-01, 3.19484947e-03, 4.93311495e-01]]), 8780247: array([[0.00000000e+00, 2.89739668e-01, 3.03275347e-01, ...,\n 4.69746202e-01, 1.97538338e-03, 4.95351166e-01],\n [1.00000000e+01, 2.89741218e-01, 3.03268433e-01, ...,\n 4.69736457e-01, 1.97534240e-03, 4.95350897e-01],\n [2.00000000e+01, 2.89742798e-01, 3.03269178e-01, ...,\n 4.69737470e-01, 1.97534682e-03, 4.95350897e-01],\n ...,\n [1.07997000e+06, 6.29037917e-01, 3.97663355e-01, ...,\n 5.99007070e-01, 2.51895306e-03, 4.92995620e-01],\n [1.07998000e+06, 6.29034102e-01, 3.97662491e-01, ...,\n 5.99005878e-01, 2.51894817e-03, 4.92995650e-01],\n [1.07999000e+06, 6.29030287e-01, 3.97661656e-01, ...,\n 5.99004805e-01, 2.51894351e-03, 4.92995650e-01]]), 8780249: array([[0.00000000e+00, 7.67072558e-01, 3.95246893e-01, ...,\n 5.99907696e-01, 1.34207541e-02, 4.52264369e-01],\n [1.00000000e+01, 7.67063618e-01, 3.95240664e-01, ...,\n 5.99899232e-01, 1.34205641e-02, 4.52301502e-01],\n [2.00000000e+01, 7.67054796e-01, 3.95239145e-01, ...,\n 5.99897206e-01, 1.34205194e-02, 4.52301800e-01],\n ...,\n [1.07997000e+06, 1.26859128e+00, 4.67770934e-01, ...,\n 6.96551919e-01, 1.55828167e-02, 4.37021583e-01],\n [1.07998000e+06, 1.26858306e+00, 4.67769921e-01, ...,\n 6.96550488e-01, 1.55827850e-02, 4.37021792e-01],\n [1.07999000e+06, 1.26857483e+00, 4.67768878e-01, ...,\n 6.96549296e-01, 1.55827580e-02, 4.37022030e-01]]), 8780251: array([[0.00000000e+00, 2.47838330e-02, 2.27392629e-01, ...,\n 3.63749325e-01, 1.42311945e-03, 4.99579966e-01],\n [1.00000000e+01, 2.47840732e-02, 2.27368593e-01, ...,\n 3.63713145e-01, 1.42297789e-03, 4.99579966e-01],\n [2.00000000e+01, 2.47843117e-02, 2.27369815e-01, ...,\n 3.63714963e-01, 1.42298499e-03, 4.99579966e-01],\n ...,\n [1.07997000e+06, 3.71289589e-02, 2.64379352e-01, ...,\n 4.18935508e-01, 1.63902785e-03, 4.99467015e-01],\n [1.07998000e+06, 3.71288694e-02, 2.64379054e-01, ...,\n 4.18935090e-01, 1.63902622e-03, 4.99467015e-01],\n [1.07999000e+06, 3.71287800e-02, 2.64378846e-01, ...,\n 4.18934762e-01, 1.63902494e-03, 4.99467015e-01]]), 8780253: array([[0.00000000e+00, 4.61752750e-02, 2.77490735e-01, ...,\n 4.43435192e-01, 2.03224178e-03, 4.99485582e-01],\n [1.00000000e+01, 4.61756736e-02, 2.77494282e-01, ...,\n 4.43440527e-01, 2.03226623e-03, 4.99485582e-01],\n [2.00000000e+01, 4.61760722e-02, 2.77495146e-01, ...,\n 4.43441927e-01, 2.03227275e-03, 4.99485582e-01],\n ...,\n [1.07997000e+06, 9.28493291e-02, 3.59253347e-01, ...,\n 5.64070821e-01, 2.58510909e-03, 4.99224633e-01],\n [1.07998000e+06, 9.28492025e-02, 3.59253138e-01, ...,\n 5.64070582e-01, 2.58510793e-03, 4.99224633e-01],\n [1.07999000e+06, 9.28490758e-02, 3.59252989e-01, ...,\n 5.64070344e-01, 2.58510699e-03, 4.99224633e-01]]), 8780255: array([[0.00000000e+00, 1.28377244e-01, 3.55191469e-01, ...,\n 5.50704598e-01, 2.94809742e-03, 4.98304605e-01],\n [1.00000000e+01, 1.28377542e-01, 3.55193555e-01, ...,\n 5.50707519e-01, 2.94811302e-03, 4.98304605e-01],\n [2.00000000e+01, 1.28377840e-01, 3.55193824e-01, ...,\n 5.50707877e-01, 2.94811488e-03, 4.98304605e-01],\n ...,\n [1.07997000e+06, 1.35729373e-01, 3.62277418e-01, ...,\n 5.60662329e-01, 3.00140423e-03, 4.98248935e-01],\n [1.07998000e+06, 1.35729060e-01, 3.62277150e-01, ...,\n 5.60661912e-01, 3.00140213e-03, 4.98248935e-01],\n [1.07999000e+06, 1.35728747e-01, 3.62276822e-01, ...,\n 5.60661376e-01, 3.00139911e-03, 4.98248935e-01]]), 8780259: array([[0.00000000e+00, 5.80230728e-03, 1.78615436e-01, ...,\n 2.91905820e-01, 9.09363944e-03, 4.99399513e-01],\n [1.00000000e+01, 5.80231193e-03, 1.78612873e-01, ...,\n 2.91901767e-01, 9.09351371e-03, 4.99399632e-01],\n [2.00000000e+01, 5.80231566e-03, 1.78612947e-01, ...,\n 2.91901857e-01, 9.09351557e-03, 4.99399632e-01],\n ...,\n [1.07997000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07998000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07999000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01]]), 8780261: array([[0.00000000e+00, 7.11081224e-03, 1.68817773e-01, ...,\n 2.74992496e-01, 9.38540976e-03, 4.98827815e-01],\n [1.00000000e+01, 7.11084716e-03, 1.68814048e-01, ...,\n 2.74986595e-01, 9.38520860e-03, 4.98827994e-01],\n [2.00000000e+01, 7.11088162e-03, 1.68814421e-01, ...,\n 2.74987131e-01, 9.38522629e-03, 4.98827964e-01],\n ...,\n [1.07997000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07998000e+06, 5.96066639e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07999000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01]]), 8780263: array([[0.00000000e+00, 2.38184892e-02, 1.66764230e-01, ...,\n 2.69865066e-01, 8.84513487e-04, 4.99469250e-01],\n [1.00000000e+01, 2.38187760e-02, 1.66784853e-01, ...,\n 2.69896984e-01, 8.84618086e-04, 4.99469191e-01],\n [2.00000000e+01, 2.38190610e-02, 1.66785300e-01, ...,\n 2.69897699e-01, 8.84620415e-04, 4.99469191e-01],\n ...,\n [1.07997000e+06, 1.38553977e-01, 3.20601702e-01, ...,\n 4.97389942e-01, 1.63025211e-03, 4.98508871e-01],\n [1.07998000e+06, 1.38553426e-01, 3.20601195e-01, ...,\n 4.97389346e-01, 1.63025013e-03, 4.98508871e-01],\n [1.07999000e+06, 1.38552874e-01, 3.20600718e-01, ...,\n 4.97388661e-01, 1.63024792e-03, 4.98508871e-01]]), 8780265: array([[0.00000000e+00, 3.51095907e-02, 1.56244874e-01, ...,\n 2.52716810e-01, 7.68136187e-03, 4.91219521e-01],\n [1.00000000e+01, 3.51098850e-02, 1.56178623e-01, ...,\n 2.52614170e-01, 7.67824240e-03, 4.91217107e-01],\n [2.00000000e+01, 3.51101756e-02, 1.56180173e-01, ...,\n 2.52616614e-01, 7.67831644e-03, 4.91217077e-01],\n ...,\n [1.07997000e+06, 2.65954137e-01, 3.29124242e-01, ...,\n 5.05745351e-01, 1.53721990e-02, 4.71337348e-01],\n [1.07998000e+06, 2.65952706e-01, 3.29123616e-01, ...,\n 5.05744457e-01, 1.53721720e-02, 4.71337467e-01],\n [1.07999000e+06, 2.65951276e-01, 3.29123020e-01, ...,\n 5.05743682e-01, 1.53721487e-02, 4.71337527e-01]]), 8780267: array([[0.00000000e+00, 4.66435309e-03, 1.52439475e-02, ...,\n 2.26741545e-02, 1.97510060e-04, 2.50000000e-01],\n [1.00000000e+01, 4.66436148e-03, 1.51841622e-02, ...,\n 2.25963462e-02, 1.96832290e-04, 2.50000000e-01],\n [2.00000000e+01, 4.66436986e-03, 1.51854744e-02, ...,\n 2.25980561e-02, 1.96847177e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.14687118e-02, 2.90463530e-02, ...,\n 2.17981804e-02, 1.89879618e-04, 2.50000000e-01],\n [1.07998000e+06, 3.14684995e-02, 2.90463120e-02, ...,\n 2.17981227e-02, 1.89879123e-04, 2.50000000e-01],\n [1.07999000e+06, 3.14682871e-02, 2.90462784e-02, ...,\n 2.17980687e-02, 1.89878658e-04, 2.50000000e-01]]), 8780269: array([[0.00000000e+00, 7.30879307e-02, 2.86729541e-02, ...,\n 4.21704538e-02, 1.27789262e-03, 2.50000000e-01],\n [1.00000000e+01, 7.30888322e-02, 2.86730658e-02, ...,\n 4.21705991e-02, 1.27789692e-03, 2.50000000e-01],\n [2.00000000e+01, 7.30897263e-02, 2.86731832e-02, ...,\n 4.21707444e-02, 1.27790135e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.50066888e-01, 5.36919795e-02, ...,\n 4.37608659e-02, 1.32608693e-03, 2.50000000e-01],\n [1.07998000e+06, 5.50062656e-01, 5.36918826e-02, ...,\n 4.37607281e-02, 1.32608274e-03, 2.50000000e-01],\n [1.07999000e+06, 5.50058424e-01, 5.36917932e-02, ...,\n 4.37605903e-02, 1.32607855e-03, 2.50000000e-01]]), 8780271: array([[0.00000000e+00, 4.90910783e-02, 1.47182152e-01, ...,\n 2.36947700e-01, 1.76300376e-03, 4.95693594e-01],\n [1.00000000e+01, 4.90915552e-02, 1.47237360e-01, ...,\n 2.37032220e-01, 1.76363264e-03, 4.95693386e-01],\n [2.00000000e+01, 4.90920320e-02, 1.47236943e-01, ...,\n 2.37031668e-01, 1.76362845e-03, 4.95693356e-01],\n ...,\n [1.07997000e+06, 3.94919693e-01, 3.14668536e-01, ...,\n 4.77722108e-01, 3.55447992e-03, 4.85979259e-01],\n [1.07998000e+06, 3.94917369e-01, 3.14667910e-01, ...,\n 4.77721274e-01, 3.55447386e-03, 4.85979319e-01],\n [1.07999000e+06, 3.94915044e-01, 3.14667284e-01, ...,\n 4.77720410e-01, 3.55446734e-03, 4.85979348e-01]]), 8780273: array([[0.00000000e+00, 1.80780739e-01, 3.27332616e-01, ...,\n 5.01908064e-01, 2.89785257e-03, 4.95995641e-01],\n [1.00000000e+01, 1.80781767e-01, 3.27393204e-01, ...,\n 5.01991510e-01, 2.89833429e-03, 4.95996892e-01],\n [2.00000000e+01, 1.80782765e-01, 3.27392578e-01, ...,\n 5.01990616e-01, 2.89832917e-03, 4.95996863e-01],\n ...,\n [1.07997000e+06, 2.62830019e-01, 3.72262299e-01, ...,\n 5.62992156e-01, 3.25053209e-03, 4.95043427e-01],\n [1.07998000e+06, 2.62828857e-01, 3.72261733e-01, ...,\n 5.62991381e-01, 3.25052743e-03, 4.95043427e-01],\n [1.07999000e+06, 2.62827694e-01, 3.72261196e-01, ...,\n 5.62990606e-01, 3.25052300e-03, 4.95043427e-01]]), 8780275: array([[0.00000000e+00, 1.63128898e-01, 2.98001170e-01, ...,\n 4.66693103e-01, 1.23856973e-03, 4.98587132e-01],\n [1.00000000e+01, 1.63130686e-01, 2.98104644e-01, ...,\n 4.66842026e-01, 1.23896496e-03, 4.98587668e-01],\n [2.00000000e+01, 1.63132459e-01, 2.98103809e-01, ...,\n 4.66840893e-01, 1.23896205e-03, 4.98587638e-01],\n ...,\n [1.07997000e+06, 3.79375070e-01, 4.01481390e-01, ...,\n 6.11394227e-01, 1.62259617e-03, 4.97703880e-01],\n [1.07998000e+06, 3.79373610e-01, 4.01480913e-01, ...,\n 6.11393511e-01, 1.62259419e-03, 4.97703910e-01],\n [1.07999000e+06, 3.79372150e-01, 4.01480407e-01, ...,\n 6.11392856e-01, 1.62259245e-03, 4.97703910e-01]]), 8780277: array([[0.00000000e+00, 1.53112523e-02, 1.82965577e-01, ...,\n 2.96670049e-01, 1.01218035e-03, 4.99749899e-01],\n [1.00000000e+01, 1.53114032e-02, 1.82960227e-01, ...,\n 2.96661705e-01, 1.01215183e-03, 4.99749899e-01],\n [2.00000000e+01, 1.53115541e-02, 1.82961002e-01, ...,\n 2.96662927e-01, 1.01215602e-03, 4.99749899e-01],\n ...,\n [1.07997000e+06, 6.77768141e-02, 3.19900632e-01, ...,\n 5.02306521e-01, 1.71377184e-03, 4.99399483e-01],\n [1.07998000e+06, 6.77766055e-02, 3.19900304e-01, ...,\n 5.02306044e-01, 1.71377021e-03, 4.99399513e-01],\n [1.07999000e+06, 6.77763969e-02, 3.19899946e-01, ...,\n 5.02305448e-01, 1.71376811e-03, 4.99399513e-01]]), 8780279: array([[0.00000000e+00, 8.07129219e-02, 1.81209117e-01, ...,\n 2.90972829e-01, 2.61901738e-03, 4.95015979e-01],\n [1.00000000e+01, 8.07139501e-02, 1.81159168e-01, ...,\n 2.90896773e-01, 2.61833286e-03, 4.95014101e-01],\n [2.00000000e+01, 8.07149857e-02, 1.81160927e-01, ...,\n 2.90899426e-01, 2.61835661e-03, 4.95014071e-01],\n ...,\n [1.07997000e+06, 6.08689666e-01, 3.76780450e-01, ...,\n 5.70618689e-01, 5.13608195e-03, 4.84423488e-01],\n [1.07998000e+06, 6.08685017e-01, 3.76779497e-01, ...,\n 5.70617318e-01, 5.13606938e-03, 4.84423548e-01],\n [1.07999000e+06, 6.08680367e-01, 3.76778483e-01, ...,\n 5.70616007e-01, 5.13605773e-03, 4.84423608e-01]]), 8780281: array([[0.00000000e+00, 1.00333415e-01, 1.93301201e-01, ...,\n 3.09517205e-01, 2.19204812e-03, 4.95585591e-01],\n [1.00000000e+01, 1.00334711e-01, 1.93239674e-01, ...,\n 3.09424102e-01, 2.19138898e-03, 4.95583326e-01],\n [2.00000000e+01, 1.00336000e-01, 1.93241701e-01, ...,\n 3.09427172e-01, 2.19141063e-03, 4.95583326e-01],\n ...,\n [1.07997000e+06, 6.97627783e-01, 3.88920963e-01, ...,\n 5.87751567e-01, 4.16254671e-03, 4.86873001e-01],\n [1.07998000e+06, 6.97622597e-01, 3.88919920e-01, ...,\n 5.87750316e-01, 4.16253787e-03, 4.86873060e-01],\n [1.07999000e+06, 6.97617531e-01, 3.88918996e-01, ...,\n 5.87748945e-01, 4.16252809e-03, 4.86873090e-01]]), 8780283: array([[0.00000000e+00, 5.41495644e-02, 2.64103383e-01, ...,\n 4.20774937e-01, 2.22632242e-03, 4.99116480e-01],\n [1.00000000e+01, 5.41501008e-02, 2.64067084e-01, ...,\n 4.20720637e-01, 2.22603511e-03, 4.99116361e-01],\n [2.00000000e+01, 5.41506298e-02, 2.64068693e-01, ...,\n 4.20723110e-01, 2.22604815e-03, 4.99116361e-01],\n ...,\n [1.07997000e+06, 1.66081354e-01, 3.96771580e-01, ...,\n 6.12242818e-01, 3.23937996e-03, 4.98299241e-01],\n [1.07998000e+06, 1.66080803e-01, 3.96771133e-01, ...,\n 6.12242103e-01, 3.23937600e-03, 4.98299241e-01],\n [1.07999000e+06, 1.66080266e-01, 3.96770656e-01, ...,\n 6.12241507e-01, 3.23937298e-03, 4.98299241e-01]]), 8780285: array([[0.00000000e+00, 3.81630898e-01, 3.01789582e-01, ...,\n 4.59842920e-01, 2.45773885e-03, 4.89650041e-01],\n [1.00000000e+01, 3.81634921e-01, 3.01789165e-01, ...,\n 4.59842414e-01, 2.45773606e-03, 4.89653170e-01],\n [2.00000000e+01, 3.81638914e-01, 3.01790297e-01, ...,\n 4.59843904e-01, 2.45774398e-03, 4.89653111e-01],\n ...,\n [1.07997000e+06, 7.02088714e-01, 3.70428532e-01, ...,\n 5.51530063e-01, 2.94778240e-03, 4.85478789e-01],\n [1.07998000e+06, 7.02084243e-01, 3.70427787e-01, ...,\n 5.51529050e-01, 2.94777681e-03, 4.85478848e-01],\n [1.07999000e+06, 7.02079833e-01, 3.70426983e-01, ...,\n 5.51528037e-01, 2.94777146e-03, 4.85478908e-01]]), 8780287: array([[0.00000000e+00, 7.38162640e-03, 1.04786888e-01, ...,\n 1.71507269e-01, 6.00515632e-04, 4.99629557e-01],\n [1.00000000e+01, 7.38168880e-03, 1.04805455e-01, ...,\n 1.71536848e-01, 6.00619242e-04, 4.99629080e-01],\n [2.00000000e+01, 7.38175167e-03, 1.04805611e-01, ...,\n 1.71537116e-01, 6.00620173e-04, 4.99629080e-01],\n ...,\n [1.07997000e+06, 6.29750118e-02, 2.36973822e-01, ...,\n 3.73049647e-01, 1.30619621e-03, 4.98690248e-01],\n [1.07998000e+06, 6.29748031e-02, 2.36973509e-01, ...,\n 3.73049229e-01, 1.30619481e-03, 4.98690248e-01],\n [1.07999000e+06, 6.29745945e-02, 2.36973226e-01, ...,\n 3.73048782e-01, 1.30619318e-03, 4.98690277e-01]]), 8780289: array([[0.00000000e+00, 6.42274842e-02, 1.78760275e-01, ...,\n 2.87845284e-01, 2.16750964e-03, 4.96863425e-01],\n [1.00000000e+01, 6.42283633e-02, 1.78801358e-01, ...,\n 2.87908286e-01, 2.16798414e-03, 4.96863574e-01],\n [2.00000000e+01, 6.42292500e-02, 1.78801596e-01, ...,\n 2.87908673e-01, 2.16798694e-03, 4.96863544e-01],\n ...,\n [1.07997000e+06, 4.62654382e-01, 3.68079156e-01, ...,\n 5.61343968e-01, 4.22698772e-03, 4.90407079e-01],\n [1.07998000e+06, 4.62652057e-01, 3.68078500e-01, ...,\n 5.61343133e-01, 4.22698166e-03, 4.90407109e-01],\n [1.07999000e+06, 4.62649703e-01, 3.68077844e-01, ...,\n 5.61342239e-01, 4.22697468e-03, 4.90407139e-01]]), 8780291: array([[0.00000000e+00, 1.37710129e-03, 8.80727842e-02, ...,\n 1.45739749e-01, 9.38440091e-04, 4.99967277e-01],\n [1.00000000e+01, 1.37710629e-03, 8.81132558e-02, ...,\n 1.45806000e-01, 9.38866695e-04, 4.99967337e-01],\n [2.00000000e+01, 1.37711130e-03, 8.81194174e-02, ...,\n 1.45816103e-01, 9.38931713e-04, 4.99967337e-01],\n ...,\n [1.07997000e+06, 9.35086701e-03, 2.02357456e-01, ...,\n 3.29171121e-01, 2.11958215e-03, 4.99817431e-01],\n [1.07998000e+06, 9.35084745e-03, 2.02357262e-01, ...,\n 3.29170853e-01, 2.11958052e-03, 4.99817431e-01],\n [1.07999000e+06, 9.35082790e-03, 2.02357098e-01, ...,\n 3.29170555e-01, 2.11957842e-03, 4.99817431e-01]]), 8780293: array([[0.00000000e+00, 1.68219090e-01, 2.38276258e-01, ...,\n 3.81534159e-01, 3.90916131e-03, 4.93385166e-01],\n [1.00000000e+01, 1.68221444e-01, 2.38271996e-01, ...,\n 3.81527781e-01, 3.90909612e-03, 4.93384898e-01],\n [2.00000000e+01, 1.68223798e-01, 2.38273352e-01, ...,\n 3.81529778e-01, 3.90911661e-03, 4.93384838e-01],\n ...,\n [1.07997000e+06, 1.18545222e+00, 4.81713116e-01, ...,\n 7.27754176e-01, 7.45649775e-03, 4.80226994e-01],\n [1.07998000e+06, 1.18544436e+00, 4.81712043e-01, ...,\n 7.27752686e-01, 7.45648239e-03, 4.80227083e-01],\n [1.07999000e+06, 1.18543649e+00, 4.81711030e-01, ...,\n 7.27751315e-01, 7.45646842e-03, 4.80227143e-01]]), 8780295: array([[0.00000000e+00, 1.75360101e-03, 1.21541722e-02, ...,\n 1.80772245e-02, 2.54608807e-03, 2.50000000e-01],\n [1.00000000e+01, 1.75363384e-03, 1.21542485e-02, ...,\n 1.80773214e-02, 2.54610158e-03, 2.50000000e-01],\n [2.00000000e+01, 1.75366644e-03, 1.21543240e-02, ...,\n 1.80774182e-02, 2.54611531e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.95825883e-03, 2.26966143e-02, ...,\n 1.63952596e-02, 2.30919151e-03, 2.50000000e-01],\n [1.07998000e+06, 9.95820761e-03, 2.26965919e-02, ...,\n 1.63952298e-02, 2.30918732e-03, 2.50000000e-01],\n [1.07999000e+06, 9.95815638e-03, 2.26965751e-02, ...,\n 1.63952019e-02, 2.30918336e-03, 2.50000000e-01]]), 8780297: array([[0.00000000e+00, 4.60944891e-01, 3.30333769e-01, ...,\n 5.04368901e-01, 5.44087263e-03, 4.81586814e-01],\n [1.00000000e+01, 4.60951060e-01, 3.30330878e-01, ...,\n 5.04364908e-01, 5.44082932e-03, 4.81603235e-01],\n [2.00000000e+01, 4.60957229e-01, 3.30332428e-01, ...,\n 5.04366994e-01, 5.44085214e-03, 4.81603116e-01],\n ...,\n [1.07997000e+06, 9.24898207e-01, 4.17564899e-01, ...,\n 6.21019304e-01, 6.69923704e-03, 4.72914129e-01],\n [1.07998000e+06, 9.24892128e-01, 4.17564005e-01, ...,\n 6.21018171e-01, 6.69922493e-03, 4.72914249e-01],\n [1.07999000e+06, 9.24885929e-01, 4.17563140e-01, ...,\n 6.21016860e-01, 6.69921096e-03, 4.72914338e-01]]), 8780299: array([[0.00000000e+00, 5.55497706e-02, 1.76851675e-01, ...,\n 2.85166860e-01, 4.41434747e-03, 4.94520098e-01],\n [1.00000000e+01, 5.55506386e-02, 1.76932439e-01, ...,\n 2.85291016e-01, 4.41626925e-03, 4.94518936e-01],\n [2.00000000e+01, 5.55515066e-02, 1.76932126e-01, ...,\n 2.85290539e-01, 4.41626227e-03, 4.94518846e-01],\n ...,\n [1.07997000e+06, 4.06090230e-01, 3.67086470e-01, ...,\n 5.61039448e-01, 8.68482050e-03, 4.83057678e-01],\n [1.07998000e+06, 4.06088412e-01, 3.67085904e-01, ...,\n 5.61038673e-01, 8.68480932e-03, 4.83057737e-01],\n [1.07999000e+06, 4.06086564e-01, 3.67085278e-01, ...,\n 5.61037838e-01, 8.68479628e-03, 4.83057767e-01]]), 8780301: array([[0.00000000e+00, 4.37327148e-03, 1.71207160e-01, ...,\n 2.81240493e-01, 3.14938975e-03, 4.99877006e-01],\n [1.00000000e+01, 4.37328918e-03, 1.71207458e-01, ...,\n 2.81241030e-01, 3.14939581e-03, 4.99877006e-01],\n [2.00000000e+01, 4.37330687e-03, 1.71207741e-01, ...,\n 2.81241447e-01, 3.14940047e-03, 4.99877006e-01],\n ...,\n [1.07997000e+06, 3.02424245e-02, 3.62269491e-01, ...,\n 5.78658104e-01, 6.47993432e-03, 4.99616772e-01],\n [1.07998000e+06, 3.02423965e-02, 3.62269372e-01, ...,\n 5.78657985e-01, 6.47993293e-03, 4.99616772e-01],\n [1.07999000e+06, 3.02423686e-02, 3.62269223e-01, ...,\n 5.78657687e-01, 6.47992967e-03, 4.99616772e-01]]), 8780303: array([[0.00000000e+00, 2.13280931e-01, 2.31812477e-01, ...,\n 3.68380517e-01, 1.78306154e-03, 4.94553953e-01],\n [1.00000000e+01, 2.13283524e-01, 2.31863499e-01, ...,\n 3.68456393e-01, 1.78342883e-03, 4.94555444e-01],\n [2.00000000e+01, 2.13286117e-01, 2.31863648e-01, ...,\n 3.68456602e-01, 1.78342988e-03, 4.94555384e-01],\n ...,\n [1.07997000e+06, 1.33084106e+00, 4.44195569e-01, ...,\n 6.65545881e-01, 3.22142243e-03, 4.84962374e-01],\n [1.07998000e+06, 1.33083224e+00, 4.44194555e-01, ...,\n 6.65544569e-01, 3.22141615e-03, 4.84962434e-01],\n [1.07999000e+06, 1.33082342e+00, 4.44193572e-01, ...,\n 6.65543318e-01, 3.22141009e-03, 4.84962493e-01]]), 8780305: array([[0.00000000e+00, 2.62276810e-02, 1.55362085e-01, ...,\n 2.52627403e-01, 4.25656937e-04, 4.99714822e-01],\n [1.00000000e+01, 2.62278542e-02, 1.55338943e-01, ...,\n 2.52591074e-01, 4.25595732e-04, 4.99714822e-01],\n [2.00000000e+01, 2.62280274e-02, 1.55339703e-01, ...,\n 2.52592266e-01, 4.25597740e-04, 4.99714822e-01],\n ...,\n [1.07997000e+06, 2.05465138e-01, 3.35076421e-01, ...,\n 5.20414114e-01, 8.76856095e-04, 4.99046385e-01],\n [1.07998000e+06, 2.05463782e-01, 3.35075706e-01, ...,\n 5.20413101e-01, 8.76854407e-04, 4.99046385e-01],\n [1.07999000e+06, 2.05462441e-01, 3.35074902e-01, ...,\n 5.20411968e-01, 8.76852486e-04, 4.99046385e-01]]), 8780307: array([[0.00000000e+00, 4.70129669e-01, 3.54476750e-01, ...,\n 5.43028712e-01, 9.05047916e-03, 4.77845401e-01],\n [1.00000000e+01, 4.70136613e-01, 3.54478329e-01, ...,\n 5.43030977e-01, 9.05051641e-03, 4.77846235e-01],\n [2.00000000e+01, 4.70143527e-01, 3.54480088e-01, ...,\n 5.43033481e-01, 9.05055832e-03, 4.77846026e-01],\n ...,\n [1.07997000e+06, 9.44352806e-01, 4.48974490e-01, ...,\n 6.70139730e-01, 1.11689959e-02, 4.67304289e-01],\n [1.07998000e+06, 9.44345832e-01, 4.48973328e-01, ...,\n 6.70138299e-01, 1.11689726e-02, 4.67304438e-01],\n [1.07999000e+06, 9.44338977e-01, 4.48972285e-01, ...,\n 6.70136869e-01, 1.11689484e-02, 4.67304558e-01]]), 8780309: array([[0.00000000e+00, 1.56670082e+00, 6.93614125e-01, ...,\n 1.08041728e+00, 1.33384854e-01, 4.41723615e-01],\n [1.00000000e+01, 1.56678057e+00, 6.93627357e-01, ...,\n 1.08043599e+00, 1.33387163e-01, 4.41718847e-01],\n [2.00000000e+01, 1.56685829e+00, 6.93639576e-01, ...,\n 1.08045340e+00, 1.33389309e-01, 4.41717207e-01],\n ...,\n [1.07997000e+06, 3.73464584e+00, 9.39020157e-01, ...,\n 1.41993165e+00, 1.75300211e-01, 4.04819697e-01],\n [1.07998000e+06, 3.73462296e+00, 9.39018190e-01, ...,\n 1.41992915e+00, 1.75299898e-01, 4.04819995e-01],\n [1.07999000e+06, 3.73460007e+00, 9.39016163e-01, ...,\n 1.41992629e+00, 1.75299540e-01, 4.04820353e-01]]), 8780311: array([[0.00000000e+00, 1.72822364e-02, 2.33407080e-01, ...,\n 3.76012236e-01, 1.90385943e-03, 4.99728054e-01],\n [1.00000000e+01, 1.72823053e-02, 2.33415201e-01, ...,\n 3.76024634e-01, 1.90392218e-03, 4.99728024e-01],\n [2.00000000e+01, 1.72823742e-02, 2.33415440e-01, ...,\n 3.76025021e-01, 1.90392416e-03, 4.99728024e-01],\n ...,\n [1.07997000e+06, 3.54590863e-02, 3.05869967e-01, ...,\n 4.85158831e-01, 2.45650043e-03, 4.99584436e-01],\n [1.07998000e+06, 3.54589820e-02, 3.05869639e-01, ...,\n 4.85158324e-01, 2.45649787e-03, 4.99584436e-01],\n [1.07999000e+06, 3.54588777e-02, 3.05869281e-01, ...,\n 4.85157788e-01, 2.45649507e-03, 4.99584436e-01]]), 8780313: array([[0.00000000e+00, 2.24059731e-01, 2.94576168e-01, ...,\n 4.71560448e-01, 7.50892423e-03, 4.92735028e-01],\n [1.00000000e+01, 2.24062860e-01, 2.94661850e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736846e-01],\n [2.00000000e+01, 2.24065974e-01, 2.94661820e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736727e-01],\n ...,\n [1.07997000e+06, 1.36479199e+00, 5.66653967e-01, ...,\n 8.60321701e-01, 1.36993900e-02, 4.79997844e-01],\n [1.07998000e+06, 1.36478293e+00, 5.66652656e-01, ...,\n 8.60320091e-01, 1.36993648e-02, 4.79997903e-01],\n [1.07999000e+06, 1.36477375e+00, 5.66651285e-01, ...,\n 8.60318303e-01, 1.36993360e-02, 4.79997993e-01]]), 8780315: array([[0.00000000e+00, 5.03047183e-02, 1.68118432e-01, ...,\n 2.70788074e-01, 1.26359344e-03, 4.98166174e-01],\n [1.00000000e+01, 5.03054149e-02, 1.68147013e-01, ...,\n 2.70831943e-01, 1.26379810e-03, 4.98166203e-01],\n [2.00000000e+01, 5.03061078e-02, 1.68147430e-01, ...,\n 2.70832568e-01, 1.26380101e-03, 4.98166203e-01],\n ...,\n [1.07997000e+06, 3.47859472e-01, 3.40428352e-01, ...,\n 5.20349681e-01, 2.42813653e-03, 4.94347632e-01],\n [1.07998000e+06, 3.47857922e-01, 3.40427846e-01, ...,\n 5.20348966e-01, 2.42813327e-03, 4.94347662e-01],\n [1.07999000e+06, 3.47856373e-01, 3.40427309e-01, ...,\n 5.20348191e-01, 2.42812955e-03, 4.94347662e-01]]), 8780317: array([[0.00000000e+00, 4.09318388e-01, 6.43601835e-01, ...,\n 1.01271129e+00, 4.56176251e-02, 4.94755328e-01],\n [1.00000000e+01, 4.09329087e-01, 6.43643856e-01, ...,\n 1.01277232e+00, 4.56203744e-02, 4.94755715e-01],\n [2.00000000e+01, 4.09339339e-01, 6.43649101e-01, ...,\n 1.01277995e+00, 4.56207171e-02, 4.94755626e-01],\n ...,\n [1.07997000e+06, 6.81684971e-01, 7.73301959e-01, ...,\n 1.19827175e+00, 5.39762042e-02, 4.92951512e-01],\n [1.07998000e+06, 6.81680918e-01, 7.73300350e-01, ...,\n 1.19826949e+00, 5.39761037e-02, 4.92951542e-01],\n [1.07999000e+06, 6.81676984e-01, 7.73298621e-01, ...,\n 1.19826698e+00, 5.39759882e-02, 4.92951572e-01]]), 8780319: array([[0.00000000e+00, 6.19218359e-03, 1.89894438e-01, ...,\n 3.10561180e-01, 1.64666586e-03, 4.99913722e-01],\n [1.00000000e+01, 6.19221013e-03, 1.89892605e-01, ...,\n 3.10558289e-01, 1.64665061e-03, 4.99913722e-01],\n [2.00000000e+01, 6.19223621e-03, 1.89892963e-01, ...,\n 3.10558796e-01, 1.64665328e-03, 4.99913722e-01],\n ...,\n [1.07997000e+06, 2.09698007e-02, 3.04341078e-01, ...,\n 4.88714635e-01, 2.59127608e-03, 4.99823123e-01],\n [1.07998000e+06, 2.09697429e-02, 3.04340750e-01, ...,\n 4.88714099e-01, 2.59127305e-03, 4.99823123e-01],\n [1.07999000e+06, 2.09696852e-02, 3.04340452e-01, ...,\n 4.88713592e-01, 2.59127049e-03, 4.99823123e-01]]), 8780321: array([[0.00000000e+00, 6.65154994e-01, 2.87805170e-01, ...,\n 4.42130923e-01, 2.82511767e-03, 4.75896776e-01],\n [1.00000000e+01, 6.65163875e-01, 2.87802190e-01, ...,\n 4.42126781e-01, 2.82509113e-03, 4.75921333e-01],\n [2.00000000e+01, 6.65172696e-01, 2.87803531e-01, ...,\n 4.42128658e-01, 2.82510323e-03, 4.75921184e-01],\n ...,\n [1.07997000e+06, 2.14060521e+00, 4.25916404e-01, ...,\n 6.26296401e-01, 4.00189403e-03, 4.54068363e-01],\n [1.07998000e+06, 2.14059544e+00, 5.02738237e-01, ...,\n 3.17074150e-01, 2.02603289e-03, 4.72937942e-01],\n [1.07999000e+06, 2.14057708e+00, 4.25914675e-01, ...,\n 6.26294136e-01, 4.00187960e-03, 4.54068601e-01]]), 8780323: array([[0.00000000e+00, 1.65519323e-02, 3.94071817e-01, ...,\n 6.35888457e-01, 4.85411026e-02, 4.99232531e-01],\n [1.00000000e+01, 1.65519211e-02, 3.94069910e-01, ...,\n 6.35885537e-01, 4.85408790e-02, 4.99232531e-01],\n [2.00000000e+01, 1.65519100e-02, 3.94069821e-01, ...,\n 6.35885417e-01, 4.85408716e-02, 4.99232531e-01],\n ...,\n [1.07997000e+06, 6.45886781e-03, 2.73310751e-01, ...,\n 4.46909517e-01, 3.41152288e-02, 4.99558538e-01],\n [1.07998000e+06, 6.45886268e-03, 2.73310661e-01, ...,\n 4.46909398e-01, 3.41152214e-02, 4.99558538e-01],\n [1.07999000e+06, 6.45885663e-03, 2.73310542e-01, ...,\n 4.46909219e-01, 3.41152065e-02, 4.99558538e-01]]), 8780325: array([[0.00000000e+00, 1.09687746e+00, 3.30688506e-01, ...,\n 1.97724134e-01, 1.46897568e-03, 4.34057891e-01],\n [1.00000000e+01, 1.09694111e+00, 2.39386633e-01, ...,\n 3.56340826e-01, 2.64740572e-03, 3.72301877e-01],\n [2.00000000e+01, 1.09700394e+00, 2.39437371e-01, ...,\n 3.56407493e-01, 2.64790119e-03, 3.70783746e-01],\n ...,\n [1.07997000e+06, 2.79009914e+00, 3.76480401e-01, ...,\n 2.43808344e-01, 1.81135465e-03, 3.63725603e-01],\n [1.07998000e+06, 2.79008317e+00, 3.76480073e-01, ...,\n 2.43807942e-01, 1.81135174e-03, 3.63726169e-01],\n [1.07999000e+06, 2.79006720e+00, 3.76479685e-01, ...,\n 2.43807524e-01, 1.81134860e-03, 3.63726705e-01]]), 8780327: array([[0.00000000e+00, 6.98803067e-01, 3.10134381e-01, ...,\n 4.77374315e-01, 5.43706538e-03, 4.65313405e-01],\n [1.00000000e+01, 6.98810995e-01, 3.10141802e-01, ...,\n 4.77384686e-01, 5.43718319e-03, 4.65270489e-01],\n [2.00000000e+01, 6.98818922e-01, 3.10143054e-01, ...,\n 4.77386385e-01, 5.43720275e-03, 4.65270251e-01],\n ...,\n [1.07997000e+06, 2.19032931e+00, 4.55632299e-01, ...,\n 6.72225773e-01, 7.65633024e-03, 4.34749991e-01],\n [1.07998000e+06, 2.19031477e+00, 4.55631375e-01, ...,\n 6.72224462e-01, 7.65631534e-03, 4.34750199e-01],\n [1.07999000e+06, 2.19030046e+00, 4.55630392e-01, ...,\n 6.72223270e-01, 7.65630184e-03, 4.34750438e-01]]), 8780329: array([[0.00000000e+00, 3.39134783e-03, 1.37736127e-01, ...,\n 2.27130547e-01, 1.60857337e-03, 4.99923736e-01],\n [1.00000000e+01, 3.39136692e-03, 1.37736335e-01, ...,\n 2.27130860e-01, 1.60857558e-03, 4.99923736e-01],\n [2.00000000e+01, 3.39138601e-03, 1.37736633e-01, ...,\n 2.27131352e-01, 1.60857895e-03, 4.99923736e-01],\n ...,\n [1.07997000e+06, 3.93701270e-02, 3.58260304e-01, ...,\n 5.72412729e-01, 4.05391445e-03, 4.99678642e-01],\n [1.07998000e+06, 3.93700786e-02, 3.58260095e-01, ...,\n 5.72412431e-01, 4.05391259e-03, 4.99678642e-01],\n [1.07999000e+06, 3.93700302e-02, 3.58259946e-01, ...,\n 5.72412193e-01, 4.05391073e-03, 4.99678642e-01]]), 8780331: array([[0.00000000e+00, 2.39655538e-03, 1.21507859e-02, ...,\n 1.85673907e-02, 1.66822923e-04, 2.50000000e-01],\n [1.00000000e+01, 2.39655632e-03, 1.21043660e-02, ...,\n 1.85040068e-02, 1.66253434e-04, 2.50000000e-01],\n [2.00000000e+01, 2.39655701e-03, 1.21052582e-02, ...,\n 1.85052268e-02, 1.66264392e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.07414285e-02, 2.45373677e-02, ...,\n 1.55267995e-02, 1.39504031e-04, 2.50000000e-01],\n [1.07998000e+06, 1.07413316e-02, 1.97984744e-02, ...,\n 2.84790602e-02, 2.55876541e-04, 2.50000000e-01],\n [1.07999000e+06, 1.07412795e-02, 2.45373230e-02, ...,\n 1.55267529e-02, 1.39503623e-04, 2.50000000e-01]]), 8780333: array([[0.00000000e+00, 3.92290950e-01, 3.52232814e-01, ...,\n 5.38322926e-01, 4.03843168e-03, 4.91019219e-01],\n [1.00000000e+01, 3.92295837e-01, 3.52232635e-01, ...,\n 5.38322687e-01, 4.03842982e-03, 4.91021842e-01],\n [2.00000000e+01, 3.92300695e-01, 3.52234125e-01, ...,\n 5.38324773e-01, 4.03844565e-03, 4.91021782e-01],\n ...,\n [1.07997000e+06, 6.72916591e-01, 4.22966778e-01, ...,\n 6.33512974e-01, 4.75253537e-03, 4.87855464e-01],\n [1.07998000e+06, 6.72912717e-01, 4.22965944e-01, ...,\n 6.33511841e-01, 4.75252699e-03, 4.87855494e-01],\n [1.07999000e+06, 6.72908843e-01, 4.22965199e-01, ...,\n 6.33510888e-01, 4.75252001e-03, 4.87855554e-01]]), 8780335: array([[0.00000000e+00, 1.45539809e-02, 1.62413731e-01, ...,\n 2.64268070e-01, 1.76413939e-03, 4.99451578e-01],\n [1.00000000e+01, 1.45541364e-02, 1.62385464e-01, ...,\n 2.64223665e-01, 1.76384288e-03, 4.99451727e-01],\n [2.00000000e+01, 1.45542929e-02, 1.62386522e-01, ...,\n 2.64225364e-01, 1.76385429e-03, 4.99451727e-01],\n ...,\n [1.07997000e+06, 9.82428417e-02, 3.32724005e-01, ...,\n 5.19781172e-01, 3.46983434e-03, 4.98314410e-01],\n [1.07998000e+06, 9.82425734e-02, 3.32723618e-01, ...,\n 5.19780576e-01, 3.46983038e-03, 4.98314410e-01],\n [1.07999000e+06, 9.82423127e-02, 3.32723379e-01, ...,\n 5.19780159e-01, 3.46982758e-03, 4.98314410e-01]]), 8780337: array([[0.00000000e+00, 6.48301691e-02, 2.44687647e-01, ...,\n 3.86679649e-01, 2.32519326e-03, 4.98100400e-01],\n [1.00000000e+01, 6.48307279e-02, 2.44691744e-01, ...,\n 3.86685669e-01, 2.32522958e-03, 4.98100430e-01],\n [2.00000000e+01, 6.48312867e-02, 2.44692460e-01, ...,\n 3.86686713e-01, 2.32523587e-03, 4.98100430e-01],\n ...,\n [1.07997000e+06, 1.67586997e-01, 3.43964338e-01, ...,\n 5.27846813e-01, 3.17406375e-03, 4.96699303e-01],\n [1.07998000e+06, 1.67586565e-01, 3.43964010e-01, ...,\n 5.27846336e-01, 3.17406096e-03, 4.96699303e-01],\n [1.07999000e+06, 1.67586133e-01, 3.43963742e-01, ...,\n 5.27845919e-01, 3.17405839e-03, 4.96699303e-01]]), 8780339: array([[0.00000000e+00, 2.52256561e-02, 2.33622536e-01, ...,\n 3.75476450e-01, 2.10233172e-03, 4.99524564e-01],\n [1.00000000e+01, 2.52258405e-02, 2.33632088e-01, ...,\n 3.75491023e-01, 2.10241345e-03, 4.99524534e-01],\n [2.00000000e+01, 2.52260249e-02, 2.33632609e-01, ...,\n 3.75491798e-01, 2.10241764e-03, 4.99524534e-01],\n ...,\n [1.07997000e+06, 7.56854489e-02, 3.51166338e-01, ...,\n 5.49361229e-01, 3.07593076e-03, 4.99092549e-01],\n [1.07998000e+06, 7.56853446e-02, 3.51166099e-01, ...,\n 5.49360931e-01, 3.07592913e-03, 4.99092549e-01],\n [1.07999000e+06, 7.56852478e-02, 3.51165980e-01, ...,\n 5.49360752e-01, 3.07592819e-03, 4.99092549e-01]]), 8780341: array([[0.00000000e+00, 2.33159065e-01, 3.51222426e-01, ...,\n 5.34965932e-01, 2.46641738e-03, 4.96276110e-01],\n [1.00000000e+01, 2.33160093e-01, 3.51261288e-01, ...,\n 5.35018802e-01, 2.46666116e-03, 4.96276915e-01],\n [2.00000000e+01, 2.33161107e-01, 3.51261020e-01, ...,\n 5.35018444e-01, 2.46665953e-03, 4.96276885e-01],\n ...,\n [1.07997000e+06, 3.26522440e-01, 3.95022541e-01, ...,\n 5.93844771e-01, 2.73787370e-03, 4.95629966e-01],\n [1.07998000e+06, 3.26521724e-01, 3.95022184e-01, ...,\n 5.93844354e-01, 2.73787184e-03, 4.95629966e-01],\n [1.07999000e+06, 3.26521039e-01, 3.95022005e-01, ...,\n 5.93843997e-01, 2.73786997e-03, 4.95629966e-01]]), 8778333: array([[0.00000000e+00, 7.77896401e-03, 1.22134566e-01, ...,\n 1.99871823e-01, 1.95760839e-03, 4.99298722e-01],\n [1.00000000e+01, 7.77899427e-03, 1.22146554e-01, ...,\n 1.99890941e-01, 1.95779558e-03, 4.99298245e-01],\n [2.00000000e+01, 7.77902454e-03, 1.22146621e-01, ...,\n 1.99891031e-01, 1.95779651e-03, 4.99298245e-01],\n ...,\n [1.07997000e+06, 4.70201448e-02, 2.43237332e-01, ...,\n 3.86213094e-01, 3.78269423e-03, 4.97975588e-01],\n [1.07998000e+06, 4.70199920e-02, 2.43237019e-01, ...,\n 3.86212647e-01, 3.78268980e-03, 4.97975618e-01],\n [1.07999000e+06, 4.70198430e-02, 2.43236765e-01, ...,\n 3.86212260e-01, 3.78268608e-03, 4.97975618e-01]]), 8778335: array([[0.00000000e+00, 2.25106273e-02, 1.65949196e-01, ...,\n 2.67840981e-01, 2.13930500e-03, 4.98595297e-01],\n [1.00000000e+01, 2.25106906e-02, 1.65945306e-01, ...,\n 2.67834991e-01, 2.13925727e-03, 4.98595297e-01],\n [2.00000000e+01, 2.25107539e-02, 1.65945560e-01, ...,\n 2.67835379e-01, 2.13926029e-03, 4.98595297e-01],\n ...,\n [1.07997000e+06, 1.19760245e-01, 3.07711691e-01, ...,\n 4.76291716e-01, 3.80424713e-03, 4.96256322e-01],\n [1.07998000e+06, 1.19759828e-01, 3.07711273e-01, ...,\n 4.76291239e-01, 3.80424317e-03, 4.96256322e-01],\n [1.07999000e+06, 1.19759411e-01, 3.07710946e-01, ...,\n 4.76290762e-01, 3.80423944e-03, 4.96256322e-01]]), 8778337: array([[0.00000000e+00, 1.30094028e+00, 4.43614393e-01, ...,\n 6.76642239e-01, 2.72619771e-03, 4.90934610e-01],\n [1.00000000e+01, 1.30096257e+00, 4.43623453e-01, ...,\n 6.76654518e-01, 2.72624707e-03, 4.90926534e-01],\n [2.00000000e+01, 1.30098498e+00, 4.43626136e-01, ...,\n 6.76658154e-01, 2.72626174e-03, 4.90926445e-01],\n ...,\n [1.07997000e+06, 2.28947210e+00, 5.36871493e-01, ...,\n 8.01830173e-01, 3.23058106e-03, 4.87597495e-01],\n [1.07998000e+06, 2.28945255e+00, 5.36870062e-01, ...,\n 8.01828146e-01, 3.23057291e-03, 4.87597555e-01],\n [1.07999000e+06, 2.28943300e+00, 5.36868572e-01, ...,\n 8.01826179e-01, 3.23056499e-03, 4.87597615e-01]]), 8778339: array([[0.00000000e+00, 4.70849466e+00, 3.01094711e-01, ...,\n 2.00570717e-01, 2.67427624e-03, 2.50000000e-01],\n [1.00000000e+01, 4.70851040e+00, 3.01090866e-01, ...,\n 2.00565904e-01, 2.67421221e-03, 2.50000000e-01],\n [2.00000000e+01, 4.70852613e+00, 3.01091075e-01, ...,\n 2.00566128e-01, 2.67421501e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.69697380e+00, 3.38032573e-01, ...,\n 2.49176607e-01, 3.32235475e-03, 2.50000000e-01],\n [1.07998000e+06, 8.69689560e+00, 3.38031977e-01, ...,\n 2.49175727e-01, 3.32234311e-03, 2.50000000e-01],\n [1.07999000e+06, 8.69681740e+00, 3.38031352e-01, ...,\n 2.49174878e-01, 3.32233170e-03, 2.50000000e-01]]), 8778341: array([[0.00000000e+00, 3.82515863e-02, 3.11763912e-01, ...,\n 4.95541066e-01, 1.99653953e-03, 4.99683380e-01],\n [1.00000000e+01, 3.82518508e-02, 3.11741740e-01, ...,\n 4.95508075e-01, 1.99640659e-03, 4.99683380e-01],\n [2.00000000e+01, 3.82521115e-02, 3.11742902e-01, ...,\n 4.95509863e-01, 1.99641380e-03, 4.99683380e-01],\n ...,\n [1.07997000e+06, 4.95098010e-02, 3.42945695e-01, ...,\n 5.41536927e-01, 2.18185713e-03, 4.99631435e-01],\n [1.07998000e+06, 4.95096184e-02, 3.42945188e-01, ...,\n 5.41536331e-01, 2.18185480e-03, 4.99631435e-01],\n [1.07999000e+06, 4.95094359e-02, 3.42944741e-01, ...,\n 5.41535556e-01, 2.18185154e-03, 4.99631435e-01]]), 8778343: array([[0.00000000e+00, 9.07330438e-02, 3.43754381e-01, ...,\n 5.42755961e-01, 7.30492547e-03, 4.97801453e-01],\n [1.00000000e+01, 9.07337591e-02, 3.43731761e-01, ...,\n 5.42722821e-01, 7.30447937e-03, 4.97801274e-01],\n [2.00000000e+01, 9.07344669e-02, 3.43733191e-01, ...,\n 5.42724907e-01, 7.30450777e-03, 4.97801274e-01],\n ...,\n [1.07997000e+06, 1.26354143e-01, 3.87791246e-01, ...,\n 6.06585979e-01, 8.16401094e-03, 4.97331351e-01],\n [1.07998000e+06, 1.26353815e-01, 3.87790799e-01, ...,\n 6.06585383e-01, 8.16400256e-03, 4.97331351e-01],\n [1.07999000e+06, 1.26353487e-01, 3.87790442e-01, ...,\n 6.06584847e-01, 8.16399511e-03, 4.97331381e-01]]), 8778345: array([[0.00000000e+00, 2.09499285e-01, 3.27099025e-01, ...,\n 5.10127068e-01, 2.31035799e-03, 4.97445107e-01],\n [1.00000000e+01, 2.09499285e-01, 3.27011675e-01, ...,\n 5.10002494e-01, 2.30979384e-03, 4.97443616e-01],\n [2.00000000e+01, 2.09499270e-01, 3.27013344e-01, ...,\n 5.10004878e-01, 2.30980455e-03, 4.97443646e-01],\n ...,\n [1.07997000e+06, 3.71647894e-01, 4.00309712e-01, ...,\n 6.12555206e-01, 2.77425349e-03, 4.96444285e-01],\n [1.07998000e+06, 3.71645898e-01, 4.00308967e-01, ...,\n 6.12554193e-01, 2.77424906e-03, 4.96444285e-01],\n [1.07999000e+06, 3.71643931e-01, 4.00308281e-01, ...,\n 6.12553298e-01, 2.77424487e-03, 4.96444285e-01]]), 8778347: array([[0.00000000e+00, 6.17352724e+00, 4.69038099e-01, ...,\n 6.88519001e-01, 3.28648696e-03, 4.31678504e-01],\n [1.00000000e+01, 6.17355394e+00, 5.98001480e-01, ...,\n 3.62639993e-01, 1.73097861e-03, 4.60611045e-01],\n [2.00000000e+01, 6.17360067e+00, 4.69082475e-01, ...,\n 6.88576460e-01, 3.28676123e-03, 4.31769788e-01],\n ...,\n [1.07997000e+06, 1.19598188e+01, 6.62036002e-01, ...,\n 4.35854405e-01, 2.08045077e-03, 4.36139762e-01],\n [1.07998000e+06, 1.19597054e+01, 6.62034988e-01, ...,\n 4.35853094e-01, 2.08044448e-03, 4.36140180e-01],\n [1.07999000e+06, 1.19595928e+01, 6.62033975e-01, ...,\n 4.35851753e-01, 2.08043796e-03, 4.36140597e-01]]), 8778353: array([[0.00000000e+00, 6.16205645e+00, 9.56423134e-02, ...,\n 8.18018541e-02, 1.18898042e-03, 2.50000000e-01],\n [1.00000000e+01, 6.16208935e+00, 9.56424475e-02, ...,\n 8.18020180e-02, 1.18898286e-03, 2.50000000e-01],\n [2.00000000e+01, 6.16212225e+00, 9.56425741e-02, ...,\n 8.18022043e-02, 1.18898554e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20669031e+01, 1.14291057e-01, ...,\n 1.07879542e-01, 1.56801660e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20667849e+01, 1.14290752e-01, ...,\n 1.07879102e-01, 1.56801019e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20666656e+01, 1.14290431e-01, ...,\n 1.07878648e-01, 1.56800367e-03, 2.50000000e-01]]), 8778363: array([[0.00000000e+00, 6.18286324e+00, 7.62723804e-01, ...,\n 1.15254354e+00, 3.49998055e-03, 4.93245900e-01],\n [1.00000000e+01, 6.18289328e+00, 7.62724280e-01, ...,\n 1.15254426e+00, 3.49998265e-03, 4.93246317e-01],\n [2.00000000e+01, 6.18292284e+00, 7.62725532e-01, ...,\n 1.15254593e+00, 3.49998777e-03, 4.93246317e-01],\n ...,\n [1.07997000e+06, 1.23941212e+01, 1.13155806e+00, ...,\n 6.93423569e-01, 2.10575038e-03, 4.93957281e-01],\n [1.07998000e+06, 1.23939524e+01, 9.59376872e-01, ...,\n 1.41195762e+00, 4.28775465e-03, 4.90164816e-01],\n [1.07999000e+06, 1.23938694e+01, 1.13155103e+00, ...,\n 6.93425715e-01, 2.10575690e-03, 4.93957430e-01]]), 8778423: array([[0.00000000e+00, 1.76085814e-04, 4.04486544e-02, ...,\n 6.72033429e-02, 3.95313790e-03, 4.99917060e-01],\n [1.00000000e+01, 1.76087153e-04, 4.04890664e-02, ...,\n 6.72701746e-02, 3.95706901e-03, 4.99917120e-01],\n [2.00000000e+01, 1.76088448e-04, 4.05023657e-02, ...,\n 6.72921613e-02, 3.95836262e-03, 4.99917150e-01],\n ...,\n [1.07997000e+06, 2.02469295e-03, 1.25928909e-01, ...,\n 2.06365198e-01, 1.21391295e-02, 4.99072760e-01],\n [1.07998000e+06, 2.02469155e-03, 1.25928864e-01, ...,\n 2.06365138e-01, 1.21391257e-02, 4.99072760e-01],\n [1.07999000e+06, 2.02469015e-03, 1.25928834e-01, ...,\n 2.06365108e-01, 1.21391239e-02, 4.99072760e-01]]), 8778425: array([[0.00000000e+00, 2.75549721e-02, 1.02316201e-01, ...,\n 1.57603472e-01, 7.16379425e-03, 3.52228284e-01],\n [1.00000000e+01, 2.75550764e-02, 1.02142662e-01, ...,\n 1.57362536e-01, 7.15284282e-03, 3.51281285e-01],\n [2.00000000e+01, 2.75551826e-02, 1.02146149e-01, ...,\n 1.57367364e-01, 7.15306215e-03, 3.51288408e-01],\n ...,\n [1.07997000e+06, 4.11565751e-02, 1.17370859e-01, ...,\n 1.78208470e-01, 8.10038485e-03, 3.12526524e-01],\n [1.07998000e+06, 4.11564149e-02, 1.17370717e-01, ...,\n 1.78208262e-01, 8.10037553e-03, 3.12526971e-01],\n [1.07999000e+06, 4.11562547e-02, 1.17370546e-01, ...,\n 1.78208038e-01, 8.10036529e-03, 3.12527359e-01]]), 8778429: array([[0.00000000e+00, 3.20360251e-02, 3.10371101e-01, ...,\n 4.97319698e-01, 1.73888002e-02, 4.98198062e-01],\n [1.00000000e+01, 3.20360698e-02, 3.10384184e-01, ...,\n 4.97339487e-01, 1.73894931e-02, 4.98198032e-01],\n [2.00000000e+01, 3.20361108e-02, 3.10384125e-01, ...,\n 4.97339398e-01, 1.73894893e-02, 4.98198032e-01],\n ...,\n [1.07997000e+06, 3.56320404e-02, 3.23071450e-01, ...,\n 5.16501307e-01, 1.80594865e-02, 4.98081326e-01],\n [1.07998000e+06, 3.56320180e-02, 3.23071361e-01, ...,\n 5.16501188e-01, 1.80594828e-02, 4.98081326e-01],\n [1.07999000e+06, 3.56319919e-02, 3.23071271e-01, ...,\n 5.16501009e-01, 1.80594753e-02, 4.98081326e-01]]), 8778437: array([[0.00000000e+00, 1.91468338e-03, 6.68211803e-02, ...,\n 1.10215344e-01, 2.81161605e-03, 4.98686999e-01],\n [1.00000000e+01, 1.91469525e-03, 6.68272376e-02, ...,\n 1.10225216e-01, 2.81186774e-03, 4.98689473e-01],\n [2.00000000e+01, 1.91470701e-03, 6.68274462e-02, ...,\n 1.10225551e-01, 2.81187636e-03, 4.98689473e-01],\n ...,\n [1.07997000e+06, 1.30759450e-02, 1.42145574e-01, ...,\n 2.29642004e-01, 5.85821457e-03, 4.95959997e-01],\n [1.07998000e+06, 1.30759105e-02, 1.42145455e-01, ...,\n 2.29641825e-01, 5.85820992e-03, 4.95959997e-01],\n [1.07999000e+06, 1.30758751e-02, 1.42145321e-01, ...,\n 2.29641587e-01, 5.85820386e-03, 4.95959997e-01]]), 8778443: array([[0.00000000e+00, 3.37467855e-03, 7.89928213e-02, ...,\n 1.28623605e-01, 3.85100604e-03, 4.95122552e-01],\n [1.00000000e+01, 3.37469741e-03, 7.89784864e-02, ...,\n 1.28601044e-01, 3.85033060e-03, 4.95126575e-01],\n [2.00000000e+01, 3.37471603e-03, 7.89787918e-02, ...,\n 1.28601506e-01, 3.85034434e-03, 4.95126516e-01],\n ...,\n [1.07997000e+06, 3.06830294e-02, 1.80482313e-01, ...,\n 2.79630005e-01, 8.37215595e-03, 4.82116610e-01],\n [1.07998000e+06, 3.06829084e-02, 1.80482060e-01, ...,\n 2.79629618e-01, 8.37214384e-03, 4.82116640e-01],\n [1.07999000e+06, 3.06827892e-02, 1.80481836e-01, ...,\n 2.79629290e-01, 8.37213453e-03, 4.82116699e-01]]), 8778725: array([[0.00000000e+00, 2.88757321e-04, 7.19331205e-03, ...,\n 1.11125885e-02, 7.31091364e-04, 2.50000000e-01],\n [1.00000000e+01, 2.88759096e-04, 7.19332788e-03, ...,\n 1.11126108e-02, 7.31092819e-04, 2.50000000e-01],\n [2.00000000e+01, 2.88760872e-04, 7.19334371e-03, ...,\n 1.11126322e-02, 7.31094275e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17602712e-03, 1.15115633e-02, ...,\n 1.67867392e-02, 1.10439083e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17602246e-03, 1.15115494e-02, ...,\n 1.67867225e-02, 1.10438967e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17601780e-03, 1.15115363e-02, ...,\n 1.67867038e-02, 1.10438850e-03, 2.50000000e-01]]), 8778733: array([[0.00000000e+00, 6.52402196e-06, 1.78678299e-03, ...,\n 2.93616671e-03, 1.85833342e-04, 2.50000000e-01],\n [1.00000000e+01, 6.52404060e-06, 1.78679114e-03, ...,\n 2.93617998e-03, 1.85834171e-04, 2.50000000e-01],\n [2.00000000e+01, 6.52405924e-06, 1.78679428e-03, ...,\n 2.93618487e-03, 1.85834491e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.08104912e-04, 5.66177256e-03, ...,\n 8.76594242e-03, 5.54806495e-04, 2.50000000e-01],\n [1.07998000e+06, 1.08104607e-04, 5.66176604e-03, ...,\n 8.76593217e-03, 5.54805854e-04, 2.50000000e-01],\n [1.07999000e+06, 1.08104301e-04, 5.66176092e-03, ...,\n 8.76592565e-03, 5.54805447e-04, 2.50000000e-01]]), 8776699: array([[0.00000000e+00, 2.56405864e-02, 2.91809469e-01, ...,\n 4.64431137e-01, 3.78818228e-03, 4.99493033e-01],\n [1.00000000e+01, 2.56404337e-02, 2.91796982e-01, ...,\n 4.64412451e-01, 3.78802978e-03, 4.99493062e-01],\n [2.00000000e+01, 2.56402828e-02, 2.91796476e-01, ...,\n 4.64411765e-01, 3.78802419e-03, 4.99493062e-01],\n ...,\n [1.07997000e+06, 1.76918376e-02, 2.53807753e-01, ...,\n 4.07250494e-01, 3.32178222e-03, 4.99592781e-01],\n [1.07998000e+06, 1.76917892e-02, 2.53807485e-01, ...,\n 4.07250077e-01, 3.32177873e-03, 4.99592781e-01],\n [1.07999000e+06, 1.76917408e-02, 2.53807217e-01, ...,\n 4.07249659e-01, 3.32177547e-03, 4.99592781e-01]]), 8778571: array([[0.00000000e+00, 1.41488999e-04, 4.85030515e-03, ...,\n 7.82319717e-03, 9.77899693e-03, 2.50000000e-01],\n [1.00000000e+01, 1.41489567e-04, 4.85031260e-03, ...,\n 7.82320835e-03, 9.77900997e-03, 2.50000000e-01],\n [2.00000000e+01, 1.41490134e-04, 4.85032052e-03, ...,\n 7.82321952e-03, 9.77902487e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.62973627e-03, 1.17284395e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07998000e+06, 1.62973569e-03, 1.17284385e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07999000e+06, 1.62973499e-03, 1.17284376e-02, ...,\n 1.75818466e-02, 2.19773091e-02, 2.50000000e-01]]), 8778575: array([[0.00000000e+00, 1.99058466e-03, 1.15857534e-02, ...,\n 1.77355167e-02, 1.10846981e-02, 2.50000000e-01],\n [1.00000000e+01, 1.99058885e-03, 1.15413768e-02, ...,\n 1.76747274e-02, 1.10467048e-02, 2.50000000e-01],\n [2.00000000e+01, 1.99059304e-03, 1.15422234e-02, ...,\n 1.76758878e-02, 1.10474303e-02, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.06753218e-02, 2.87923198e-02, ...,\n 2.19736248e-02, 1.37335155e-02, 2.50000000e-01],\n [1.07998000e+06, 3.06752063e-02, 2.87923012e-02, ...,\n 2.19735950e-02, 1.37334969e-02, 2.50000000e-01],\n [1.07999000e+06, 3.06750908e-02, 2.87922826e-02, ...,\n 2.19735671e-02, 1.37334792e-02, 2.50000000e-01]]), 8778583: array([[0.00000000e+00, 2.77352729e-03, 1.76582336e-02, ...,\n 1.18251471e-02, 1.07501342e-03, 2.50000000e-01],\n [1.00000000e+01, 2.77349493e-03, 1.49574680e-02, ...,\n 2.10108608e-02, 1.91007834e-03, 2.50000000e-01],\n [2.00000000e+01, 2.77347676e-03, 1.76583044e-02, ...,\n 1.18252439e-02, 1.07502216e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88325439e-03, 1.62331257e-02, ...,\n 1.03868712e-02, 9.44261032e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88324356e-03, 1.33452741e-02, ...,\n 1.90485809e-02, 1.73168920e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88323786e-03, 1.62330456e-02, ...,\n 1.03868349e-02, 9.44257714e-04, 2.50000000e-01]]), 8778585: array([[0.00000000e+00, 6.68685650e-04, 1.02807274e-02, ...,\n 1.47796031e-02, 8.85006157e-04, 2.50000000e-01],\n [1.00000000e+01, 6.68687338e-04, 1.02807339e-02, ...,\n 1.47796124e-02, 8.85006739e-04, 2.50000000e-01],\n [2.00000000e+01, 6.68689026e-04, 1.02807423e-02, ...,\n 1.47796208e-02, 8.85007204e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.49447034e-04, 1.06413541e-02, ...,\n 1.52193448e-02, 9.11337964e-04, 2.50000000e-01],\n [1.07998000e+06, 7.49443192e-04, 1.06413383e-02, ...,\n 1.52193271e-02, 9.11336916e-04, 2.50000000e-01],\n [1.07999000e+06, 7.49439350e-04, 1.06413215e-02, ...,\n 1.52193075e-02, 9.11335752e-04, 2.50000000e-01]]), 8778587: array([[0.00000000e+00, 1.46193057e-03, 1.26608526e-02, ...,\n 1.79690868e-02, 1.69519684e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46192394e-03, 1.55264363e-02, ...,\n 1.00284331e-02, 9.46078624e-04, 2.50000000e-01],\n [2.00000000e+01, 1.46191171e-03, 1.26608266e-02, ...,\n 1.79690570e-02, 1.69519405e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.34445576e-03, 1.45615982e-02, ...,\n 9.87655111e-03, 9.31750110e-04, 2.50000000e-01],\n [1.07998000e+06, 1.34444702e-03, 1.23471487e-02, ...,\n 1.75877083e-02, 1.65921776e-03, 2.50000000e-01],\n [1.07999000e+06, 1.34444213e-03, 1.45615572e-02, ...,\n 9.87659581e-03, 9.31754359e-04, 2.50000000e-01]]), 8778589: array([[0.00000000e+00, 1.11990301e-02, 2.36048717e-02, ...,\n 1.63950343e-02, 1.27093284e-03, 2.50000000e-01],\n [1.00000000e+01, 1.11989714e-02, 2.36048494e-02, ...,\n 1.63950045e-02, 1.27093063e-03, 2.50000000e-01],\n [2.00000000e+01, 1.11989127e-02, 2.36048307e-02, ...,\n 1.63949765e-02, 1.27092842e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.57418496e-03, 2.26661991e-02, ...,\n 1.50875142e-02, 1.16957480e-03, 2.50000000e-01],\n [1.07998000e+06, 8.57414305e-03, 2.26661824e-02, ...,\n 1.50874937e-02, 1.16957317e-03, 2.50000000e-01],\n [1.07999000e+06, 8.57410114e-03, 2.26661693e-02, ...,\n 1.50874741e-02, 1.16957165e-03, 2.50000000e-01]]), 8778591: array([[0.00000000e+00, 5.86216375e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 5.85852306e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 5.85488462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778593: array([[0.00000000e+00, 1.07079558e-03, 1.43937366e-02, ...,\n 9.56768729e-03, 8.31972808e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07077078e-03, 1.18891718e-02, ...,\n 1.66938379e-02, 1.45163806e-03, 2.50000000e-01],\n [2.00000000e+01, 1.07075670e-03, 1.43939611e-02, ...,\n 9.56796110e-03, 8.31996615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.58009434e-04, 1.02645671e-02, ...,\n 1.47312284e-02, 1.28097646e-03, 2.50000000e-01],\n [1.07998000e+06, 6.58006582e-04, 1.02645531e-02, ...,\n 1.47312107e-02, 1.28097483e-03, 2.50000000e-01],\n [1.07999000e+06, 6.58003730e-04, 1.02645401e-02, ...,\n 1.47311939e-02, 1.28097343e-03, 2.50000000e-01]]), 8778595: array([[0.00000000e+00, 2.10566600e-06, 9.43416380e-04, ...,\n 1.56547781e-03, 1.22302954e-04, 3.50574523e-01],\n [1.00000000e+01, 2.10448297e-06, 9.41228296e-04, ...,\n 1.56187091e-03, 1.22021163e-04, 3.50435138e-01],\n [2.00000000e+01, 2.10330131e-06, 9.40303609e-04, ...,\n 1.56034657e-03, 1.21902078e-04, 3.50435406e-01],\n ...,\n [1.07997000e+06, 2.82915670e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07998000e+06, 2.82742163e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07999000e+06, 2.82568760e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01]]), 8778597: array([[0.00000000e+00, 1.01312867e-03, 1.41610950e-01, ...,\n 2.34009758e-01, 1.82820130e-02, 4.99918312e-01],\n [1.00000000e+01, 1.01312867e-03, 1.41571745e-01, ...,\n 2.33945802e-01, 1.82770155e-02, 4.99918252e-01],\n [2.00000000e+01, 1.01312867e-03, 1.41564429e-01, ...,\n 2.33933836e-01, 1.82760805e-02, 4.99918252e-01],\n ...,\n [1.07997000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07998000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07999000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01]]), 8778599: array([[0.00000000e+00, 4.29188833e-03, 1.24442779e-01, ...,\n 1.98536322e-01, 9.54501517e-03, 4.94031847e-01],\n [1.00000000e+01, 4.29188833e-03, 1.24432050e-01, ...,\n 1.98520228e-01, 9.54424217e-03, 4.94032979e-01],\n [2.00000000e+01, 4.29188833e-03, 1.24432184e-01, ...,\n 1.98520452e-01, 9.54425242e-03, 4.94032979e-01],\n ...,\n [1.07997000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07998000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07999000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01]]), 8778601: array([[0.00000000e+00, 2.70264153e-03, 1.71096697e-02, ...,\n 1.19926557e-02, 7.63863442e-04, 2.50000000e-01],\n [1.00000000e+01, 2.70263990e-03, 1.71096697e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n [2.00000000e+01, 2.70263827e-03, 1.71096660e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.32237554e-03, 1.67535711e-02, ...,\n 1.14653511e-02, 7.30277156e-04, 2.50000000e-01],\n [1.07998000e+06, 2.32235319e-03, 1.44492928e-02, ...,\n 2.01501306e-02, 1.28344784e-03, 2.50000000e-01],\n [1.07999000e+06, 2.32234038e-03, 1.67535357e-02, ...,\n 1.14653008e-02, 7.30273954e-04, 2.50000000e-01]]), 8778603: array([[0.00000000e+00, 1.06547622e-03, 1.43830488e-02, ...,\n 9.55479965e-03, 8.68618197e-04, 2.50000000e-01],\n [1.00000000e+01, 1.06545212e-03, 1.18721435e-02, ...,\n 1.66734084e-02, 1.51576439e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06543850e-03, 1.43832508e-02, ...,\n 9.55504179e-03, 8.68640200e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.63718442e-04, 1.02914581e-02, ...,\n 1.47640267e-02, 1.34218426e-03, 2.50000000e-01],\n [1.07998000e+06, 6.63715589e-04, 1.02914460e-02, ...,\n 1.47640128e-02, 1.34218298e-03, 2.50000000e-01],\n [1.07999000e+06, 6.63712737e-04, 1.02914311e-02, ...,\n 1.47639951e-02, 1.34218147e-03, 2.50000000e-01]]), 8778605: array([[0.00000000e+00, 6.73570810e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.73211046e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.72851462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778607: array([[0.00000000e+00, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [1.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [2.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n ...,\n [1.07997000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07998000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07999000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01]]), 8778609: array([[0.00000000e+00, 4.61649586e-04, 7.71214720e-03, ...,\n 1.20384004e-02, 8.47774732e-04, 2.50000000e-01],\n [1.00000000e+01, 4.61659743e-04, 7.71220913e-03, ...,\n 1.20384889e-02, 8.47780961e-04, 2.50000000e-01],\n [2.00000000e+01, 4.61669901e-04, 7.71227060e-03, ...,\n 1.20385773e-02, 8.47787189e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.57163125e-03, 1.75115839e-02, ...,\n 2.47506555e-02, 1.74300396e-03, 2.50000000e-01],\n [1.07998000e+06, 5.57160750e-03, 2.07131207e-02, ...,\n 1.37097184e-02, 9.65473184e-04, 2.50000000e-01],\n [1.07999000e+06, 5.57156513e-03, 1.75115205e-02, ...,\n 2.47505810e-02, 1.74299872e-03, 2.50000000e-01]]), 8778611: array([[0.00000000e+00, 2.08389107e-02, 2.68489905e-02, ...,\n 1.91298500e-02, 1.40660664e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08387356e-02, 2.68489514e-02, ...,\n 1.91297941e-02, 1.40660256e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08385605e-02, 2.68489178e-02, ...,\n 1.91297401e-02, 1.40659860e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.02432089e-02, 2.67179310e-02, ...,\n 1.89388189e-02, 1.39256031e-03, 2.50000000e-01],\n [1.07998000e+06, 2.02430990e-02, 2.67179105e-02, ...,\n 1.89387836e-02, 1.39255763e-03, 2.50000000e-01],\n [1.07999000e+06, 2.02429891e-02, 2.67178863e-02, ...,\n 1.89387482e-02, 1.39255507e-03, 2.50000000e-01]]), 8778743: array([[0.00000000e+00, 1.35981455e-03, 7.44044036e-02, ...,\n 1.22551255e-01, 3.19977151e-03, 4.99168932e-01],\n [1.00000000e+01, 1.35981722e-03, 7.44116902e-02, ...,\n 1.22563049e-01, 3.20007955e-03, 4.99169946e-01],\n [2.00000000e+01, 1.35981990e-03, 7.44118243e-02, ...,\n 1.22563273e-01, 3.20008537e-03, 4.99169946e-01],\n ...,\n [1.07997000e+06, 7.70821236e-03, 1.47145897e-01, ...,\n 2.37567097e-01, 6.20279601e-03, 4.97708470e-01],\n [1.07998000e+06, 7.70820957e-03, 1.47145882e-01, ...,\n 2.37567067e-01, 6.20279554e-03, 4.97708470e-01],\n [1.07999000e+06, 7.70820677e-03, 1.47145867e-01, ...,\n 2.37567052e-01, 6.20279508e-03, 4.97708470e-01]]), 8778613: array([[0.00000000e+00, 1.61449099e-03, 1.15024168e-02, ...,\n 1.73583627e-02, 9.18431848e-04, 2.50000000e-01],\n [1.00000000e+01, 1.61450438e-03, 1.15024522e-02, ...,\n 1.73584055e-02, 9.18434118e-04, 2.50000000e-01],\n [2.00000000e+01, 1.61451777e-03, 1.15024839e-02, ...,\n 1.73584484e-02, 9.18436388e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.86772370e-03, 2.23083980e-02, ...,\n 1.48727223e-02, 7.86916527e-04, 2.50000000e-01],\n [1.07998000e+06, 7.86764175e-03, 1.89981777e-02, ...,\n 2.68428307e-02, 1.42025552e-03, 2.50000000e-01],\n [1.07999000e+06, 7.86759704e-03, 2.23084800e-02, ...,\n 1.48728276e-02, 7.86922057e-04, 2.50000000e-01]]), 8778615: array([[0.00000000e+00, 7.81406052e-05, 4.62748716e-03, ...,\n 7.37019582e-03, 4.69439226e-04, 2.50000000e-01],\n [1.00000000e+01, 7.81396666e-05, 4.62746620e-03, ...,\n 7.37016601e-03, 4.69437335e-04, 2.50000000e-01],\n [2.00000000e+01, 7.81387280e-05, 4.62744525e-03, ...,\n 7.37013342e-03, 4.69435268e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.76941941e-04, 9.88342706e-03, ...,\n 1.45827290e-02, 9.28836234e-04, 2.50000000e-01],\n [1.07998000e+06, 6.76938449e-04, 9.88341123e-03, ...,\n 1.45827085e-02, 9.28834954e-04, 2.50000000e-01],\n [1.07999000e+06, 6.76934957e-04, 9.88339540e-03, ...,\n 1.45826889e-02, 9.28833731e-04, 2.50000000e-01]]), 8778617: array([[0.00000000e+00, 3.64686875e-03, 2.12651685e-01, ...,\n 3.47943962e-01, 1.96578503e-02, 4.99625832e-01],\n [1.00000000e+01, 3.64686875e-03, 2.12650493e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n [2.00000000e+01, 3.64686898e-03, 2.12650508e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n ...,\n [1.07997000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07998000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07999000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01]]), 8778619: array([[0.00000000e+00, 2.05523893e-03, 1.39395669e-02, ...,\n 1.95538700e-02, 1.71525171e-03, 2.50000000e-01],\n [1.00000000e+01, 2.05521658e-03, 1.65214874e-02, ...,\n 1.10740233e-02, 9.71405534e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05517677e-03, 1.39394449e-02, ...,\n 1.95537191e-02, 1.71523856e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.37149030e-03, 1.46074397e-02, ...,\n 1.01148197e-02, 8.87264905e-04, 2.50000000e-01],\n [1.07998000e+06, 1.37148390e-03, 1.23785678e-02, ...,\n 1.76609345e-02, 1.54920481e-03, 2.50000000e-01],\n [1.07999000e+06, 1.37148018e-03, 1.46074090e-02, ...,\n 1.01148738e-02, 8.87269620e-04, 2.50000000e-01]]), 8778621: array([[0.00000000e+00, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [1.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [2.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n ...,\n [1.07997000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07998000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07999000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01]]), 8778623: array([[0.00000000e+00, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [1.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [2.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n ...,\n [1.07997000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07998000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07999000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01]]), 8778625: array([[0.00000000e+00, 4.51784674e-03, 1.98937319e-02, ...,\n 1.30539630e-02, 1.03602884e-03, 2.50000000e-01],\n [1.00000000e+01, 4.51785047e-03, 1.66158192e-02, ...,\n 2.35340055e-02, 1.86777825e-03, 2.50000000e-01],\n [2.00000000e+01, 4.51785233e-03, 1.98938902e-02, ...,\n 1.30541604e-02, 1.03604456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.28951485e-03, 1.63637623e-02, ...,\n 2.32251380e-02, 1.84326502e-03, 2.50000000e-01],\n [1.07998000e+06, 4.28950088e-03, 1.97486356e-02, ...,\n 1.28730182e-02, 1.02166820e-03, 2.50000000e-01],\n [1.07999000e+06, 4.28947574e-03, 1.63637176e-02, ...,\n 2.32250802e-02, 1.84326037e-03, 2.50000000e-01]]), 8778627: array([[0.00000000e+00, 1.76287221e-03, 1.18725961e-02, ...,\n 1.78391766e-02, 1.00786309e-03, 2.50000000e-01],\n [1.00000000e+01, 1.76288700e-03, 1.18726306e-02, ...,\n 1.78392213e-02, 1.00786565e-03, 2.50000000e-01],\n [2.00000000e+01, 1.76290190e-03, 1.18726641e-02, ...,\n 1.78392660e-02, 1.00786809e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.68514634e-03, 1.50759593e-02, ...,\n 2.19612960e-02, 1.24075124e-03, 2.50000000e-01],\n [1.07998000e+06, 3.68512655e-03, 1.50759341e-02, ...,\n 2.19612643e-02, 1.24074938e-03, 2.50000000e-01],\n [1.07999000e+06, 3.68510676e-03, 1.50759080e-02, ...,\n 2.19612308e-02, 1.24074752e-03, 2.50000000e-01]]), 8778629: array([[0.00000000e+00, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [1.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [2.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n ...,\n [1.07997000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07998000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07999000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01]]), 8778631: array([[0.00000000e+00, 2.75691249e-03, 1.48195261e-02, ...,\n 2.09460035e-02, 1.23211788e-03, 2.50000000e-01],\n [1.00000000e+01, 2.75691249e-03, 1.78476982e-02, ...,\n 1.17327040e-02, 6.90159039e-04, 2.50000000e-01],\n [2.00000000e+01, 2.75691249e-03, 1.48195243e-02, ...,\n 2.09459998e-02, 1.23211765e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.49459478e-03, 1.75719280e-02, ...,\n 1.14033148e-02, 6.70783222e-04, 2.50000000e-01],\n [1.07998000e+06, 2.49457662e-03, 1.43902972e-02, ...,\n 2.04228852e-02, 1.20134617e-03, 2.50000000e-01],\n [1.07999000e+06, 2.49456684e-03, 1.75718945e-02, ...,\n 1.14032738e-02, 6.70780835e-04, 2.50000000e-01]]), 8778633: array([[0.00000000e+00, 1.49234862e-03, 1.26952648e-01, ...,\n 2.09481433e-01, 1.43480431e-02, 4.99797136e-01],\n [1.00000000e+01, 1.49234850e-03, 1.27003446e-01, ...,\n 2.09564000e-01, 1.43536981e-02, 4.99797463e-01],\n [2.00000000e+01, 1.49234850e-03, 1.27010420e-01, ...,\n 2.09575340e-01, 1.43544748e-02, 4.99797523e-01],\n ...,\n [1.07997000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07998000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07999000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01]]), 8778635: array([[0.00000000e+00, 1.06274930e-03, 1.10865869e-02, ...,\n 1.62893832e-02, 1.46751199e-03, 2.50000000e-01],\n [1.00000000e+01, 1.06275582e-03, 1.10866092e-02, ...,\n 1.62894111e-02, 1.46751443e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06276234e-03, 1.10866316e-02, ...,\n 1.62894391e-02, 1.46751700e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.51706965e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07998000e+06, 1.51599236e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07999000e+06, 1.51491576e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01]]), 8778637: array([[0.00000000e+00, 9.62961372e-03, 1.95751414e-02, ...,\n 2.79467814e-02, 1.41145359e-03, 2.50000000e-01],\n [1.00000000e+01, 9.62964352e-03, 2.36437730e-02, ...,\n 1.52430879e-02, 7.69852893e-04, 2.50000000e-01],\n [2.00000000e+01, 9.62969847e-03, 1.95751917e-02, ...,\n 2.79468466e-02, 1.41145685e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.04934750e-02, 2.39398405e-02, ...,\n 1.56085761e-02, 7.88311881e-04, 2.50000000e-01],\n [1.07998000e+06, 1.04934135e-02, 2.00836957e-02, ...,\n 2.85764635e-02, 1.44325569e-03, 2.50000000e-01],\n [1.07999000e+06, 1.04933800e-02, 2.39398070e-02, ...,\n 1.56085370e-02, 7.88309961e-04, 2.50000000e-01]]), 8778639: array([[0.00000000e+00, 3.02582886e-03, 1.31772697e-01, ...,\n 2.13125706e-01, 6.21357746e-03, 4.98709232e-01],\n [1.00000000e+01, 3.02583002e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n [2.00000000e+01, 3.02583119e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n ...,\n [1.07997000e+06, 8.26796226e-04, 7.90223479e-02, ...,\n 1.29838556e-01, 3.78538063e-03, 4.99394923e-01],\n [1.07998000e+06, 8.26795178e-04, 7.90223107e-02, ...,\n 1.29838496e-01, 3.78537877e-03, 4.99394923e-01],\n [1.07999000e+06, 8.26794130e-04, 7.90222734e-02, ...,\n 1.29838422e-01, 3.78537667e-03, 4.99394923e-01]]), 8778641: array([[0.00000000e+00, 2.26720911e-03, 6.79528490e-02, ...,\n 1.08555391e-01, 6.46163058e-03, 4.76981789e-01],\n [1.00000000e+01, 2.26720981e-03, 6.78933561e-02, ...,\n 1.08466007e-01, 6.45630993e-03, 4.76995051e-01],\n [2.00000000e+01, 2.26721051e-03, 6.78940937e-02, ...,\n 1.08467102e-01, 6.45637512e-03, 4.76994336e-01],\n ...,\n [1.07997000e+06, 9.53877825e-05, 1.75068621e-02, ...,\n 2.90079918e-02, 1.72666623e-03, 4.98379827e-01],\n [1.07998000e+06, 9.53876806e-05, 1.75068527e-02, ...,\n 2.90079750e-02, 1.72666518e-03, 4.98379827e-01],\n [1.07999000e+06, 9.53875788e-05, 1.75068472e-02, ...,\n 2.90079638e-02, 1.72666449e-03, 4.98379827e-01]]), 8778643: array([[0.00000000e+00, 7.60924617e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.60568127e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.60211726e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778645: array([[0.00000000e+00, 2.73849047e-03, 1.45909730e-02, ...,\n 2.08290424e-02, 1.60223409e-03, 2.50000000e-01],\n [1.00000000e+01, 2.73849815e-03, 1.79318674e-02, ...,\n 1.14290379e-02, 8.79156811e-04, 2.50000000e-01],\n [2.00000000e+01, 2.73851235e-03, 1.45910550e-02, ...,\n 2.08291430e-02, 1.60224189e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.78069987e-03, 1.80162303e-02, ...,\n 1.15087423e-02, 8.85287882e-04, 2.50000000e-01],\n [1.07998000e+06, 2.78068567e-03, 1.46577694e-02, ...,\n 2.09110249e-02, 1.60854042e-03, 2.50000000e-01],\n [1.07999000e+06, 2.78067798e-03, 1.80161893e-02, ...,\n 1.15087004e-02, 8.85284680e-04, 2.50000000e-01]]), 8778647: array([[0.00000000e+00, 1.18200667e-02, 3.41883391e-01, ...,\n 5.45862436e-01, 2.99924426e-02, 4.99115705e-01],\n [1.00000000e+01, 1.18200667e-02, 3.41880709e-01, ...,\n 5.45858502e-01, 2.99922265e-02, 4.99115705e-01],\n [2.00000000e+01, 1.18200667e-02, 3.41880769e-01, ...,\n 5.45858562e-01, 2.99922284e-02, 4.99115705e-01],\n ...,\n [1.07997000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07998000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07999000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01]]), 8778649: array([[0.00000000e+00, 6.85303239e-03, 2.30540305e-01, ...,\n 3.63886207e-01, 2.91108955e-02, 4.96671766e-01],\n [1.00000000e+01, 6.85303239e-03, 2.30521753e-01, ...,\n 3.63859117e-01, 2.91087292e-02, 4.96672243e-01],\n [2.00000000e+01, 6.85303239e-03, 2.30522007e-01, ...,\n 3.63859475e-01, 2.91087572e-02, 4.96672243e-01],\n ...,\n [1.07997000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07998000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07999000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01]]), 8778651: array([[0.00000000e+00, 8.47128744e-04, 9.93141346e-03, ...,\n 1.49746686e-02, 1.42615894e-03, 2.50000000e-01],\n [1.00000000e+01, 8.47134565e-04, 9.93143767e-03, ...,\n 1.49746994e-02, 1.42616185e-03, 2.50000000e-01],\n [2.00000000e+01, 8.47140327e-04, 9.93146095e-03, ...,\n 1.49747329e-02, 1.42616511e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.93444772e-03, 1.81942191e-02, ...,\n 1.15612810e-02, 1.10107439e-03, 2.50000000e-01],\n [1.07998000e+06, 2.93441373e-03, 1.48066152e-02, ...,\n 2.11606156e-02, 2.01529684e-03, 2.50000000e-01],\n [1.07999000e+06, 2.93439557e-03, 1.81941036e-02, ...,\n 1.15611795e-02, 1.10106473e-03, 2.50000000e-01]]), 8778653: array([[0.00000000e+00, 5.27094235e-04, 8.92902985e-02, ...,\n 1.47667572e-01, 8.06926657e-03, 4.99901831e-01],\n [1.00000000e+01, 5.27094235e-04, 8.92461613e-02, ...,\n 1.47595420e-01, 8.06532335e-03, 4.99901742e-01],\n [2.00000000e+01, 5.27094235e-04, 8.92369151e-02, ...,\n 1.47580311e-01, 8.06449819e-03, 4.99901712e-01],\n ...,\n [1.07997000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01],\n [1.07998000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120545e-01, 1.43235270e-02, 4.99583215e-01],\n [1.07999000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01]]), 8778655: array([[0.00000000e+00, 3.14313475e-05, 3.42915184e-03, ...,\n 5.52964397e-03, 3.17795639e-04, 2.50000000e-01],\n [1.00000000e+01, 3.14317658e-05, 3.42916884e-03, ...,\n 5.52967098e-03, 3.17797181e-04, 2.50000000e-01],\n [2.00000000e+01, 3.14321842e-05, 3.42918653e-03, ...,\n 5.52969798e-03, 3.17798724e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.64062226e-04, 7.46566942e-03, ...,\n 1.13055818e-02, 6.49746100e-04, 2.50000000e-01],\n [1.07998000e+06, 2.64060858e-04, 7.46565592e-03, ...,\n 1.13055632e-02, 6.49744994e-04, 2.50000000e-01],\n [1.07999000e+06, 2.64059490e-04, 7.46564381e-03, ...,\n 1.13055473e-02, 6.49744121e-04, 2.50000000e-01]]), 8778657: array([[0.00000000e+00, 1.05884497e-03, 1.12381419e-02, ...,\n 1.63796172e-02, 9.20203223e-04, 2.50000000e-01],\n [1.00000000e+01, 1.05885486e-03, 1.12381754e-02, ...,\n 1.63796600e-02, 9.20205668e-04, 2.50000000e-01],\n [2.00000000e+01, 1.05886476e-03, 1.12382071e-02, ...,\n 1.63796991e-02, 9.20207822e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.36798783e-03, 1.21661546e-02, ...,\n 1.75319910e-02, 9.84943355e-04, 2.50000000e-01],\n [1.07998000e+06, 1.36797945e-03, 1.21661322e-02, ...,\n 1.75319631e-02, 9.84941726e-04, 2.50000000e-01],\n [1.07999000e+06, 1.36797107e-03, 1.21661089e-02, ...,\n 1.75319351e-02, 9.84940212e-04, 2.50000000e-01]]), 8778659: array([[0.00000000e+00, 2.24584888e-04, 6.81333011e-03, ...,\n 1.05107138e-02, 7.72846630e-04, 2.50000000e-01],\n [1.00000000e+01, 2.24592426e-04, 6.81341207e-03, ...,\n 1.05108265e-02, 7.72854895e-04, 2.50000000e-01],\n [2.00000000e+01, 2.24599949e-04, 6.81349216e-03, ...,\n 1.05109401e-02, 7.72863277e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88554567e-03, 1.63683016e-02, ...,\n 1.08176386e-02, 7.95414613e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88552868e-03, 1.35795884e-02, ...,\n 1.91366989e-02, 1.40711025e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88551913e-03, 1.63682718e-02, ...,\n 1.08175986e-02, 7.95411703e-04, 2.50000000e-01]]), 8778665: array([[0.00000000e+00, 2.89533869e-03, 1.67959481e-01, ...,\n 2.73297578e-01, 1.10646794e-02, 4.99387652e-01],\n [1.00000000e+01, 2.89533893e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n [2.00000000e+01, 2.89533916e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n ...,\n [1.07997000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07998000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07999000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01]]), 8778667: array([[0.00000000e+00, 1.43450801e-03, 1.69143260e-01, ...,\n 2.77786821e-01, 1.42454784e-02, 4.99895185e-01],\n [1.00000000e+01, 1.43450801e-03, 1.69108465e-01, ...,\n 2.77730912e-01, 1.42426109e-02, 4.99895096e-01],\n [2.00000000e+01, 1.43450801e-03, 1.69104025e-01, ...,\n 2.77723819e-01, 1.42422477e-02, 4.99895066e-01],\n ...,\n [1.07997000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07998000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07999000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01]]), 8776619: array([[0.00000000e+00, 1.47640426e-03, 8.97057727e-02, ...,\n 1.48333952e-01, 1.29549310e-03, 4.99947280e-01],\n [1.00000000e+01, 1.47642673e-03, 8.97722766e-02, ...,\n 1.48442626e-01, 1.29644212e-03, 4.99947429e-01],\n [2.00000000e+01, 1.47644919e-03, 8.97819325e-02, ...,\n 1.48458406e-01, 1.29657995e-03, 4.99947459e-01],\n ...,\n [1.07997000e+06, 1.17125781e-02, 2.17658997e-01, ...,\n 3.52451593e-01, 3.07817990e-03, 4.99685377e-01],\n [1.07998000e+06, 1.17125539e-02, 2.17658833e-01, ...,\n 3.52451295e-01, 3.07817734e-03, 4.99685377e-01],\n [1.07999000e+06, 1.17125306e-02, 2.17658669e-01, ...,\n 3.52451056e-01, 3.07817524e-03, 4.99685377e-01]]), 8778669: array([[0.00000000e+00, 2.08480889e-03, 1.22443810e-02, ...,\n 1.84506625e-02, 1.27245951e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08481867e-03, 1.22443996e-02, ...,\n 1.84506886e-02, 1.27246126e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08482845e-03, 1.22444211e-02, ...,\n 1.84507128e-02, 1.27246289e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.48839525e-03, 2.28593890e-02, ...,\n 1.49247479e-02, 1.02929294e-03, 2.50000000e-01],\n [1.07998000e+06, 8.48834682e-03, 1.91555452e-02, ...,\n 2.72270888e-02, 1.87773025e-03, 2.50000000e-01],\n [1.07999000e+06, 8.48831981e-03, 2.28593610e-02, ...,\n 1.49247125e-02, 1.02929049e-03, 2.50000000e-01]]), 8780717: array([[0.00000000e+00, 3.60257566e-01, 3.77543122e-01, ...,\n 5.79489946e-01, 1.12829043e-03, 4.98334855e-01],\n [1.00000000e+01, 3.60257626e-01, 3.77610773e-01, ...,\n 5.79583347e-01, 1.12847227e-03, 4.98335451e-01],\n [2.00000000e+01, 3.60257685e-01, 3.77609342e-01, ...,\n 5.79581439e-01, 1.12846855e-03, 4.98335421e-01],\n ...,\n [1.07997000e+06, 5.42141855e-01, 4.35906380e-01, ...,\n 6.58971667e-01, 1.28304458e-03, 4.97963548e-01],\n [1.07998000e+06, 5.42139292e-01, 4.35905635e-01, ...,\n 6.58970654e-01, 1.28304260e-03, 4.97963548e-01],\n [1.07999000e+06, 5.42136788e-01, 4.35905010e-01, ...,\n 6.58969939e-01, 1.28304120e-03, 4.97963548e-01]]), 8780719: array([[0.00000000e+00, 3.76559913e-01, 3.21802586e-01, ...,\n 4.89123136e-01, 1.71141757e-03, 4.94204670e-01],\n [1.00000000e+01, 3.76563966e-01, 3.21799397e-01, ...,\n 4.89118874e-01, 1.71140267e-03, 4.94209915e-01],\n [2.00000000e+01, 3.76567990e-01, 3.21800560e-01, ...,\n 4.89120424e-01, 1.71140803e-03, 4.94209886e-01],\n ...,\n [1.07997000e+06, 6.50590599e-01, 3.86542767e-01, ...,\n 5.75382352e-01, 2.01323419e-03, 4.92153794e-01],\n [1.07998000e+06, 6.50587440e-01, 3.86542171e-01, ...,\n 5.75381577e-01, 2.01323163e-03, 4.92153823e-01],\n [1.07999000e+06, 6.50584340e-01, 3.86541605e-01, ...,\n 5.75380862e-01, 2.01322907e-03, 4.92153823e-01]]), 8776623: array([[0.00000000e+00, 3.87939188e-04, 6.72644973e-02, ...,\n 1.11709595e-01, 7.02576106e-03, 4.99944240e-01],\n [1.00000000e+01, 3.87939450e-04, 6.72251955e-02, ...,\n 1.11644678e-01, 7.02167815e-03, 4.99944210e-01],\n [2.00000000e+01, 3.87939683e-04, 6.72137290e-02, ...,\n 1.11625738e-01, 7.02048698e-03, 4.99944210e-01],\n ...,\n [1.07997000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07998000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07999000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01]]), 8778673: array([[0.00000000e+00, 3.21316742e-03, 1.78934336e-02, ...,\n 1.23967798e-02, 7.79671711e-04, 2.50000000e-01],\n [1.00000000e+01, 3.21314810e-03, 1.78934168e-02, ...,\n 1.23967584e-02, 7.79670372e-04, 2.50000000e-01],\n [2.00000000e+01, 3.21312877e-03, 1.78934019e-02, ...,\n 1.23967342e-02, 7.79668859e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.37737293e-03, 1.43699553e-02, ...,\n 2.02366542e-02, 1.27274566e-03, 2.50000000e-01],\n [1.07998000e+06, 2.37736362e-03, 1.71757527e-02, ...,\n 1.13962796e-02, 7.16747192e-04, 2.50000000e-01],\n [1.07999000e+06, 2.37734709e-03, 1.43699087e-02, ...,\n 2.02365965e-02, 1.27274194e-03, 2.50000000e-01]]), 8776625: array([[0.00000000e+00, 4.49171814e-04, 1.13345519e-01, ...,\n 1.87693790e-01, 2.43758168e-02, 4.99933422e-01],\n [1.00000000e+01, 4.49178653e-04, 1.13326095e-01, ...,\n 1.87661916e-01, 2.43716780e-02, 4.99933392e-01],\n [2.00000000e+01, 4.49184998e-04, 1.13321617e-01, ...,\n 1.87654585e-01, 2.43707262e-02, 4.99933392e-01],\n ...,\n [1.07997000e+06, 2.02335487e-03, 2.31621444e-01, ...,\n 3.78933609e-01, 4.92121577e-02, 4.99632090e-01],\n [1.07998000e+06, 2.02334905e-03, 2.31621176e-01, ...,\n 3.78933132e-01, 4.92120944e-02, 4.99632090e-01],\n [1.07999000e+06, 2.02334346e-03, 2.31620952e-01, ...,\n 3.78932804e-01, 4.92120534e-02, 4.99632090e-01]]), 8778675: array([[0.00000000e+00, 1.09925971e-03, 1.15542701e-02, ...,\n 1.66429970e-02, 1.68111082e-03, 2.50000000e-01],\n [1.00000000e+01, 1.09926786e-03, 1.15542980e-02, ...,\n 1.66430306e-02, 1.68111420e-03, 2.50000000e-01],\n [2.00000000e+01, 1.09927601e-03, 1.15543241e-02, ...,\n 1.66430641e-02, 1.68111757e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27472333e-03, 1.20847998e-02, ...,\n 1.72937661e-02, 1.74684508e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27471355e-03, 1.20847700e-02, ...,\n 1.72937326e-02, 1.74684159e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27470377e-03, 1.20847421e-02, ...,\n 1.72936991e-02, 1.74683821e-03, 2.50000000e-01]]), 8780723: array([[0.00000000e+00, 2.64072418e-02, 1.80796057e-01, ...,\n 2.93147236e-01, 6.42162631e-04, 4.99720633e-01],\n [1.00000000e+01, 2.64075566e-02, 1.80828765e-01, ...,\n 2.93198168e-01, 6.42274215e-04, 4.99720544e-01],\n [2.00000000e+01, 2.64078695e-02, 1.80829093e-01, ...,\n 2.93198705e-01, 6.42275380e-04, 4.99720544e-01],\n ...,\n [1.07997000e+06, 1.54072091e-01, 3.49149525e-01, ...,\n 5.43829262e-01, 1.19130185e-03, 4.99213040e-01],\n [1.07998000e+06, 1.54071525e-01, 3.49149048e-01, ...,\n 5.43828607e-01, 1.19130034e-03, 4.99213040e-01],\n [1.07999000e+06, 1.54070958e-01, 3.49148571e-01, ...,\n 5.43827891e-01, 1.19129883e-03, 4.99213040e-01]]), 8776629: array([[0.00000000e+00, 4.85185273e-02, 3.59526128e-01, ...,\n 5.68255365e-01, 4.00179811e-03, 4.99464840e-01],\n [1.00000000e+01, 4.85185683e-02, 3.59513849e-01, ...,\n 5.68237364e-01, 4.00167145e-03, 4.99464810e-01],\n [2.00000000e+01, 4.85186093e-02, 3.59514207e-01, ...,\n 5.68237901e-01, 4.00167517e-03, 4.99464810e-01],\n ...,\n [1.07997000e+06, 5.84799312e-02, 3.84981990e-01, ...,\n 6.05389535e-01, 4.26330650e-03, 4.99402672e-01],\n [1.07998000e+06, 5.84798492e-02, 3.84981811e-01, ...,\n 6.05389297e-01, 4.26330464e-03, 4.99402672e-01],\n [1.07999000e+06, 5.84797673e-02, 3.84981602e-01, ...,\n 6.05388939e-01, 4.26330231e-03, 4.99402702e-01]]), 8778677: array([[0.00000000e+00, 3.55187629e-04, 8.56306497e-03, ...,\n 1.25564830e-02, 1.05516671e-03, 2.50000000e-01],\n [1.00000000e+01, 3.55188095e-04, 8.56306870e-03, ...,\n 1.25564858e-02, 1.05516694e-03, 2.50000000e-01],\n [2.00000000e+01, 3.55188560e-04, 8.56307149e-03, ...,\n 1.25564914e-02, 1.05516741e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.73908633e-04, 1.12905344e-02, ...,\n 1.58857238e-02, 1.33493484e-03, 2.50000000e-01],\n [1.07998000e+06, 8.73905141e-04, 1.37901306e-02, ...,\n 9.10187140e-03, 7.64863158e-04, 2.50000000e-01],\n [1.07999000e+06, 8.73898913e-04, 1.12904981e-02, ...,\n 1.58856791e-02, 1.33493100e-03, 2.50000000e-01]]), 8778679: array([[0.00000000e+00, 4.11516195e-03, 1.87250320e-02, ...,\n 1.32688405e-02, 1.31374656e-03, 2.50000000e-01],\n [1.00000000e+01, 4.11513587e-03, 1.87250152e-02, ...,\n 1.32688154e-02, 1.31374411e-03, 2.50000000e-01],\n [2.00000000e+01, 4.11510980e-03, 1.87249947e-02, ...,\n 1.32687856e-02, 1.31374120e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.67277262e-03, 1.76231880e-02, ...,\n 1.16914492e-02, 1.15756923e-03, 2.50000000e-01],\n [1.07998000e+06, 2.67275656e-03, 1.47713954e-02, ...,\n 2.08108295e-02, 2.06047809e-03, 2.50000000e-01],\n [1.07999000e+06, 2.67274748e-03, 1.76231638e-02, ...,\n 1.16914194e-02, 1.15756632e-03, 2.50000000e-01]]), 8780721: array([[0.00000000e+00, 6.94812229e-03, 1.60914361e-01, ...,\n 2.64002472e-01, 1.61667156e-03, 4.99858290e-01],\n [1.00000000e+01, 6.94817910e-03, 1.60918593e-01, ...,\n 2.64009267e-01, 1.61671324e-03, 4.99858230e-01],\n [2.00000000e+01, 6.94823591e-03, 1.60919085e-01, ...,\n 2.64010072e-01, 1.61671813e-03, 4.99858230e-01],\n ...,\n [1.07997000e+06, 5.48220947e-02, 3.56030166e-01, ...,\n 5.65163195e-01, 3.46088922e-03, 4.99521881e-01],\n [1.07998000e+06, 5.48220240e-02, 3.56029987e-01, ...,\n 5.65162957e-01, 3.46088782e-03, 4.99521881e-01],\n [1.07999000e+06, 5.48219532e-02, 3.56029779e-01, ...,\n 5.65162778e-01, 3.46088666e-03, 4.99521881e-01]]), 8776633: array([[0.00000000e+00, 2.47818708e-01, 3.58639359e-01, ...,\n 5.50723851e-01, 6.07862975e-03, 4.92336482e-01],\n [1.00000000e+01, 2.47823656e-01, 3.58507305e-01, ...,\n 5.50541341e-01, 6.07661530e-03, 4.92329031e-01],\n [2.00000000e+01, 2.47828573e-01, 3.58512610e-01, ...,\n 5.50548673e-01, 6.07669633e-03, 4.92329061e-01],\n ...,\n [1.07997000e+06, 2.50602603e-01, 3.59906346e-01, ...,\n 5.52474082e-01, 6.09794771e-03, 4.92279947e-01],\n [1.07998000e+06, 2.50601500e-01, 3.59905809e-01, ...,\n 5.52473307e-01, 6.09793933e-03, 4.92279977e-01],\n [1.07999000e+06, 2.50600427e-01, 3.59905273e-01, ...,\n 5.52472651e-01, 6.09793235e-03, 4.92279977e-01]]), 8776627: array([[0.00000000e+00, 1.50321787e-02, 1.66803718e-01, ...,\n 2.68165708e-01, 6.09467551e-03, 4.96858060e-01],\n [1.00000000e+01, 1.50353611e-02, 1.66796058e-01, ...,\n 2.68153965e-01, 6.09440869e-03, 4.96857911e-01],\n [2.00000000e+01, 1.50385164e-02, 1.66809648e-01, ...,\n 2.68174738e-01, 6.09488040e-03, 4.96857524e-01],\n ...,\n [1.07997000e+06, 7.20547065e-02, 2.96396792e-01, ...,\n 4.56908673e-01, 1.03842886e-02, 4.92112875e-01],\n [1.07998000e+06, 7.20546097e-02, 2.96396703e-01, ...,\n 4.56908524e-01, 1.03842849e-02, 4.92112875e-01],\n [1.07999000e+06, 7.20545202e-02, 2.96396554e-01, ...,\n 4.56908256e-01, 1.03842793e-02, 4.92112905e-01]]), 8776635: array([[0.00000000e+00, 9.33041039e-04, 1.03199132e-01, ...,\n 1.68195471e-01, 8.71479139e-03, 4.99025643e-01],\n [1.00000000e+01, 9.33041214e-04, 1.03197731e-01, ...,\n 1.68193236e-01, 8.71467590e-03, 4.99025464e-01],\n [2.00000000e+01, 9.33041389e-04, 1.03197746e-01, ...,\n 1.68193266e-01, 8.71467683e-03, 4.99025464e-01],\n ...,\n [1.07997000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07998000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07999000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01]]), 8776631: array([[0.00000000e+00, 7.62817275e-04, 7.94796348e-02, ...,\n 1.31892398e-01, 2.17644218e-03, 4.99973387e-01],\n [1.00000000e+01, 7.62821233e-04, 7.95070753e-02, ...,\n 1.31937623e-01, 2.17718841e-03, 4.99973416e-01],\n [2.00000000e+01, 7.62825191e-04, 7.95135871e-02, ...,\n 1.31948352e-01, 2.17736559e-03, 4.99973416e-01],\n ...,\n [1.07997000e+06, 1.96487010e-02, 3.19391966e-01, ...,\n 5.14856100e-01, 8.49597529e-03, 4.99615371e-01],\n [1.07998000e+06, 1.96486935e-02, 3.19391906e-01, ...,\n 5.14856040e-01, 8.49597435e-03, 4.99615371e-01],\n [1.07999000e+06, 1.96486861e-02, 3.19391876e-01, ...,\n 5.14855981e-01, 8.49597342e-03, 4.99615371e-01]]), 8778685: array([[0.00000000e+00, 1.80046831e-03, 1.22218110e-01, ...,\n 2.00684503e-01, 9.74196568e-03, 4.99370366e-01],\n [1.00000000e+01, 1.80046831e-03, 1.22216061e-01, ...,\n 2.00681224e-01, 9.74180643e-03, 4.99370217e-01],\n [2.00000000e+01, 1.80046831e-03, 1.22216046e-01, ...,\n 2.00681195e-01, 9.74180549e-03, 4.99370217e-01],\n ...,\n [1.07997000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07998000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07999000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01]]), 8776637: array([[0.00000000e+00, 2.31881544e-01, 4.21007365e-01, ...,\n 6.48380220e-01, 4.22397535e-03, 4.97491926e-01],\n [1.00000000e+01, 2.31881022e-01, 4.21065897e-01, ...,\n 6.48461699e-01, 4.22450621e-03, 4.97492522e-01],\n [2.00000000e+01, 2.31880516e-01, 4.21064407e-01, ...,\n 6.48459613e-01, 4.22449224e-03, 4.97492522e-01],\n ...,\n [1.07997000e+06, 1.73548803e-01, 3.80025774e-01, ...,\n 5.90883613e-01, 3.84940440e-03, 4.97879386e-01],\n [1.07998000e+06, 1.73548371e-01, 3.80025506e-01, ...,\n 5.90883195e-01, 3.84940184e-03, 4.97879386e-01],\n [1.07999000e+06, 1.73547953e-01, 3.80025148e-01, ...,\n 5.90882719e-01, 3.84939858e-03, 4.97879386e-01]]), 8780735: array([[0.00000000e+00, 6.39082957e-03, 1.09317482e-01, ...,\n 1.76418722e-01, 1.34670781e-02, 4.86246586e-01],\n [1.00000000e+01, 6.39084261e-03, 1.09349340e-01, ...,\n 1.76467776e-01, 1.34708229e-02, 4.86231387e-01],\n [2.00000000e+01, 6.39085565e-03, 1.09349012e-01, ...,\n 1.76467270e-01, 1.34707838e-02, 4.86231506e-01],\n ...,\n [1.07997000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07998000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07999000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01]]), 8778687: array([[0.00000000e+00, 1.03655795e-03, 1.12663666e-02, ...,\n 1.63460318e-02, 1.40914065e-03, 2.50000000e-01],\n [1.00000000e+01, 1.03656389e-03, 1.12663880e-02, ...,\n 1.63460560e-02, 1.40914274e-03, 2.50000000e-01],\n [2.00000000e+01, 1.03656983e-03, 1.12664085e-02, ...,\n 1.63460821e-02, 1.40914507e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.72219239e-02, 2.44452190e-02, ...,\n 2.44491249e-02, 2.10768334e-03, 2.50000000e-01],\n [1.07998000e+06, 1.72218345e-02, 2.44451892e-02, ...,\n 2.44490691e-02, 2.10767845e-03, 2.50000000e-01],\n [1.07999000e+06, 1.72217451e-02, 2.44451594e-02, ...,\n 2.44490132e-02, 2.10767356e-03, 2.50000000e-01]]), 8776639: array([[0.00000000e+00, 1.26337493e-03, 1.01852059e-01, ...,\n 1.68268859e-01, 7.47861620e-03, 4.99821961e-01],\n [1.00000000e+01, 1.26333965e-03, 1.01876341e-01, ...,\n 1.68308437e-01, 7.48037500e-03, 4.99822140e-01],\n [2.00000000e+01, 1.26330450e-03, 1.01878837e-01, ...,\n 1.68312505e-01, 7.48055615e-03, 4.99822170e-01],\n ...,\n [1.07997000e+06, 6.40242593e-03, 2.07809970e-01, ...,\n 3.37806165e-01, 1.50136082e-02, 4.99168247e-01],\n [1.07998000e+06, 6.40239241e-03, 2.07809553e-01, ...,\n 3.37805450e-01, 1.50135756e-02, 4.99168247e-01],\n [1.07999000e+06, 6.40235888e-03, 2.07809106e-01, ...,\n 3.37804794e-01, 1.50135467e-02, 4.99168247e-01]]), 8776641: array([[0.00000000e+00, 3.03224001e-09, 3.13146993e-05, ...,\n 5.21887523e-05, 1.44968762e-05, 4.98203993e-01],\n [1.00000000e+01, 3.02583736e-09, 3.04197074e-05, ...,\n 5.06972610e-05, 1.40825732e-05, 4.98207629e-01],\n [2.00000000e+01, 3.01944847e-09, 2.98078630e-05, ...,\n 4.96776302e-05, 1.37993420e-05, 4.98211324e-01],\n ...,\n [1.07997000e+06, 1.16710711e-04, 6.41153101e-03, ...,\n 9.50856693e-03, 2.64126877e-03, 2.50000000e-01],\n [1.07998000e+06, 1.16710340e-04, 6.41152496e-03, ...,\n 9.50855855e-03, 2.64126644e-03, 2.50000000e-01],\n [1.07999000e+06, 1.16709969e-04, 6.41151750e-03, ...,\n 9.50854924e-03, 2.64126388e-03, 2.50000000e-01]]), 8776643: array([[0.00000000e+00, 2.01837644e-02, 2.10993662e-01, ...,\n 3.38172525e-01, 6.59205718e-03, 4.98000562e-01],\n [1.00000000e+01, 2.01837681e-02, 2.11020157e-01, ...,\n 3.38212669e-01, 6.59283949e-03, 4.98000354e-01],\n [2.00000000e+01, 2.01837718e-02, 2.11019769e-01, ...,\n 3.38212043e-01, 6.59282738e-03, 4.98000354e-01],\n ...,\n [1.07997000e+06, 3.51971649e-02, 2.59713203e-01, ...,\n 4.10900265e-01, 8.00975226e-03, 4.97224599e-01],\n [1.07998000e+06, 3.51971388e-02, 2.59713143e-01, ...,\n 4.10900176e-01, 8.00975040e-03, 4.97224599e-01],\n [1.07999000e+06, 3.51971164e-02, 2.59713084e-01, ...,\n 4.10900086e-01, 8.00974853e-03, 4.97224599e-01]]), 8776645: array([[0.00000000e+00, 2.56156802e-01, 3.90213221e-01, ...,\n 6.03733003e-01, 6.41586585e-03, 4.93901402e-01],\n [1.00000000e+01, 2.56161809e-01, 3.90218794e-01, ...,\n 6.03740811e-01, 6.41594874e-03, 4.93901402e-01],\n [2.00000000e+01, 2.56166816e-01, 3.90221477e-01, ...,\n 6.03744566e-01, 6.41598878e-03, 4.93901342e-01],\n ...,\n [1.07997000e+06, 2.62609005e-01, 3.93661797e-01, ...,\n 6.08567178e-01, 6.46723853e-03, 4.93813366e-01],\n [1.07998000e+06, 2.62607276e-01, 3.93660903e-01, ...,\n 6.08565867e-01, 6.46722456e-03, 4.93813396e-01],\n [1.07999000e+06, 2.62605548e-01, 3.93659979e-01, ...,\n 6.08564615e-01, 6.46721153e-03, 4.93813425e-01]]), 8778695: array([[0.00000000e+00, 6.62681647e-04, 1.00029921e-02, ...,\n 1.46193570e-02, 1.22851739e-03, 2.50000000e-01],\n [1.00000000e+01, 6.62689097e-04, 1.00030284e-02, ...,\n 1.46194045e-02, 1.22852146e-03, 2.50000000e-01],\n [2.00000000e+01, 6.62696548e-04, 1.00030648e-02, ...,\n 1.46194501e-02, 1.22852530e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.70361216e-03, 1.58514474e-02, ...,\n 1.06264120e-02, 8.92975833e-04, 2.50000000e-01],\n [1.07998000e+06, 1.70359842e-03, 1.33318808e-02, ...,\n 1.86883584e-02, 1.57045037e-03, 2.50000000e-01],\n [1.07999000e+06, 1.70359062e-03, 1.58514194e-02, ...,\n 1.06263775e-02, 8.92972923e-04, 2.50000000e-01]]), 8776647: array([[0.00000000e+00, 7.53027620e-04, 8.54451396e-03, ...,\n 1.33654997e-02, 4.28381434e-04, 2.50000000e-01],\n [1.00000000e+01, 7.53002882e-04, 8.54441151e-03, ...,\n 1.33653516e-02, 4.28376690e-04, 2.50000000e-01],\n [2.00000000e+01, 7.52978201e-04, 8.54430906e-03, ...,\n 1.33652054e-02, 4.28372005e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.85311186e-03, 2.01599747e-02, ...,\n 1.31745273e-02, 4.22260520e-04, 2.50000000e-01],\n [1.07998000e+06, 5.85306948e-03, 1.70822721e-02, ...,\n 2.46797223e-02, 7.91016791e-04, 2.50000000e-01],\n [1.07999000e+06, 5.85304713e-03, 2.01599095e-02, ...,\n 1.31745841e-02, 4.22262325e-04, 2.50000000e-01]]), 8776649: array([[0.00000000e+00, 3.33996713e-01, 3.51000935e-01, ...,\n 5.37400424e-01, 6.51394436e-03, 4.85080630e-01],\n [1.00000000e+01, 3.33996981e-01, 3.50992203e-01, ...,\n 5.37388444e-01, 6.51379908e-03, 4.85079765e-01],\n [2.00000000e+01, 3.33997279e-01, 3.50992471e-01, ...,\n 5.37388861e-01, 6.51380420e-03, 4.85079795e-01],\n ...,\n [1.07997000e+06, 3.79969925e-01, 3.68139446e-01, ...,\n 5.60850024e-01, 6.79818168e-03, 4.84413564e-01],\n [1.07998000e+06, 3.79967362e-01, 3.68138641e-01, ...,\n 5.60848951e-01, 6.79816911e-03, 4.84413624e-01],\n [1.07999000e+06, 3.79964828e-01, 3.68137807e-01, ...,\n 5.60847878e-01, 6.79815607e-03, 4.84413683e-01]]), 8776651: array([[0.00000000e+00, 1.98147632e-02, 2.20519215e-01, ...,\n 3.56337398e-01, 2.32596206e-03, 4.99584377e-01],\n [1.00000000e+01, 1.98148154e-02, 2.20537141e-01, ...,\n 3.56364995e-01, 2.32614228e-03, 4.99584317e-01],\n [2.00000000e+01, 1.98148657e-02, 2.20537081e-01, ...,\n 3.56364965e-01, 2.32614204e-03, 4.99584317e-01],\n ...,\n [1.07997000e+06, 3.74287106e-02, 2.80648828e-01, ...,\n 4.47895080e-01, 2.92359712e-03, 4.99395192e-01],\n [1.07998000e+06, 3.74286287e-02, 2.80648619e-01, ...,\n 4.47894722e-01, 2.92359479e-03, 4.99395192e-01],\n [1.07999000e+06, 3.74285504e-02, 2.80648381e-01, ...,\n 4.47894454e-01, 2.92359293e-03, 4.99395192e-01]]), 8778701: array([[0.00000000e+00, 9.08066460e-04, 9.61741246e-03, ...,\n 1.47461938e-02, 5.87497780e-04, 2.50000000e-01],\n [1.00000000e+01, 9.08082759e-04, 9.61747579e-03, ...,\n 1.47462804e-02, 5.87501214e-04, 2.50000000e-01],\n [2.00000000e+01, 9.08099057e-04, 9.61753540e-03, ...,\n 1.47463623e-02, 5.87504474e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.39284460e-03, 1.11365179e-02, ...,\n 1.67960543e-02, 6.69165514e-04, 2.50000000e-01],\n [1.07998000e+06, 1.39272574e-03, 1.11361975e-02, ...,\n 1.67956315e-02, 6.69148692e-04, 2.50000000e-01],\n [1.07999000e+06, 1.39260700e-03, 1.11358790e-02, ...,\n 1.67952087e-02, 6.69131812e-04, 2.50000000e-01]]), 8776653: array([[0.00000000e+00, 3.31794657e-03, 1.73859343e-01, ...,\n 2.81244278e-01, 1.12497704e-02, 4.99163955e-01],\n [1.00000000e+01, 3.31794657e-03, 1.73855931e-01, ...,\n 2.81239003e-01, 1.12495599e-02, 4.99164164e-01],\n [2.00000000e+01, 3.31794657e-03, 1.73855960e-01, ...,\n 2.81239033e-01, 1.12495609e-02, 4.99164164e-01],\n ...,\n [1.07997000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07998000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07999000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01]]), 8776655: array([[0.00000000e+00, 3.89100522e-01, 3.80217940e-01, ...,\n 5.81865549e-01, 4.84887976e-03, 4.90564048e-01],\n [1.00000000e+01, 3.89093101e-01, 3.80390257e-01, ...,\n 5.82102180e-01, 4.85085184e-03, 4.90570992e-01],\n [2.00000000e+01, 3.89085740e-01, 3.80383968e-01, ...,\n 5.82093537e-01, 4.85077966e-03, 4.90570873e-01],\n ...,\n [1.07997000e+06, 4.18756872e-01, 3.91408324e-01, ...,\n 5.97193122e-01, 4.97660972e-03, 4.90455240e-01],\n [1.07998000e+06, 4.18753803e-01, 3.91407311e-01, ...,\n 5.97191632e-01, 4.97659715e-03, 4.90455270e-01],\n [1.07999000e+06, 4.18750763e-01, 3.91406327e-01, ...,\n 5.97190320e-01, 4.97658644e-03, 4.90455329e-01]]), 8776657: array([[0.00000000e+00, 3.56766693e-02, 4.03515339e-01, ...,\n 6.35689735e-01, 7.26502528e-03, 4.99505937e-01],\n [1.00000000e+01, 3.56766358e-02, 4.03529912e-01, ...,\n 6.35710955e-01, 7.26526789e-03, 4.99505937e-01],\n [2.00000000e+01, 3.56765985e-02, 4.03529495e-01, ...,\n 6.35710359e-01, 7.26526137e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 1.48827108e-02, 2.91054815e-01, ...,\n 4.68015254e-01, 5.34874573e-03, 4.99705225e-01],\n [1.07998000e+06, 1.48826921e-02, 2.91054666e-01, ...,\n 4.68015015e-01, 5.34874294e-03, 4.99705225e-01],\n [1.07999000e+06, 1.48826744e-02, 2.91054517e-01, ...,\n 4.68014836e-01, 5.34874108e-03, 4.99705225e-01]]), 8776659: array([[0.00000000e+00, 7.33744130e-02, 2.51304060e-01, ...,\n 3.90851408e-01, 6.10705325e-03, 4.92456794e-01],\n [1.00000000e+01, 7.33740851e-02, 2.51322746e-01, ...,\n 3.90877873e-01, 6.10746676e-03, 4.92457569e-01],\n [2.00000000e+01, 7.33737573e-02, 2.51321971e-01, ...,\n 3.90876830e-01, 6.10745046e-03, 4.92457569e-01],\n ...,\n [1.07997000e+06, 8.03012997e-02, 2.59533674e-01, ...,\n 4.02476162e-01, 6.28869003e-03, 4.92050946e-01],\n [1.07998000e+06, 8.03010911e-02, 2.59533435e-01, ...,\n 4.02475774e-01, 6.28868397e-03, 4.92050946e-01],\n [1.07999000e+06, 8.03008899e-02, 2.59533197e-01, ...,\n 4.02475476e-01, 6.28867932e-03, 4.92050976e-01]]), 8776661: array([[0.00000000e+00, 3.80534818e-03, 1.64635435e-01, ...,\n 2.67273098e-01, 4.92215622e-03, 4.99559134e-01],\n [1.00000000e+01, 3.80534935e-03, 1.64629683e-01, ...,\n 2.67264128e-01, 4.92199091e-03, 4.99559283e-01],\n [2.00000000e+01, 3.80535051e-03, 1.64629728e-01, ...,\n 2.67264187e-01, 4.92199231e-03, 4.99559283e-01],\n ...,\n [1.07997000e+06, 1.02909247e-03, 9.20490399e-02, ...,\n 1.51701242e-01, 2.79376120e-03, 4.99883324e-01],\n [1.07998000e+06, 1.02909165e-03, 9.20490026e-02, ...,\n 1.51701167e-01, 2.79375981e-03, 4.99883324e-01],\n [1.07999000e+06, 1.02909084e-03, 9.20489654e-02, ...,\n 1.51701093e-01, 2.79375841e-03, 4.99883324e-01]]), 8778709: array([[0.00000000e+00, 1.78986788e-03, 1.32696833e-02, ...,\n 1.88566167e-02, 1.23245863e-03, 2.50000000e-01],\n [1.00000000e+01, 1.78989407e-03, 1.62867606e-02, ...,\n 1.04941111e-02, 6.85889623e-04, 2.50000000e-01],\n [2.00000000e+01, 1.78994215e-03, 1.32698584e-02, ...,\n 1.88568309e-02, 1.23247271e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.95766147e-03, 1.36245731e-02, ...,\n 1.92882810e-02, 1.26067200e-03, 2.50000000e-01],\n [1.07998000e+06, 1.95765425e-03, 1.66163146e-02, ...,\n 1.08408267e-02, 7.08550797e-04, 2.50000000e-01],\n [1.07999000e+06, 1.95764122e-03, 1.36245340e-02, ...,\n 1.92882326e-02, 1.26066885e-03, 2.50000000e-01]]), 8776663: array([[0.00000000e+00, 1.12635000e-02, 3.02858144e-01, ...,\n 4.88093257e-01, 8.71595144e-02, 4.97167498e-01],\n [1.00000000e+01, 1.12632513e-02, 3.02859783e-01, ...,\n 4.88095760e-01, 8.71599615e-02, 4.97167379e-01],\n [2.00000000e+01, 1.12630315e-02, 3.02857488e-01, ...,\n 4.88092244e-01, 8.71593282e-02, 4.97167408e-01],\n ...,\n [1.07997000e+06, 8.66338052e-03, 2.73814529e-01, ...,\n 4.43276852e-01, 7.91565850e-02, 4.97573495e-01],\n [1.07998000e+06, 8.66333768e-03, 2.73814052e-01, ...,\n 4.43276078e-01, 7.91564435e-02, 4.97573495e-01],\n [1.07999000e+06, 8.66329484e-03, 2.73813516e-01, ...,\n 4.43275303e-01, 7.91563094e-02, 4.97573495e-01]]), 8776665: array([[0.00000000e+00, 2.46530827e-02, 2.01012105e-01, ...,\n 3.22562128e-01, 7.10489228e-03, 4.96968508e-01],\n [1.00000000e+01, 2.46531703e-02, 2.00990424e-01, ...,\n 3.22529107e-01, 7.10416492e-03, 4.96968538e-01],\n [2.00000000e+01, 2.46532578e-02, 2.00991035e-01, ...,\n 3.22530091e-01, 7.10418681e-03, 4.96968538e-01],\n ...,\n [1.07997000e+06, 4.36420850e-02, 2.48852149e-01, ...,\n 3.94188017e-01, 8.68255552e-03, 4.95756388e-01],\n [1.07998000e+06, 4.36419658e-02, 2.48851910e-01, ...,\n 3.94187629e-01, 8.68254621e-03, 4.95756418e-01],\n [1.07999000e+06, 4.36418429e-02, 2.48851642e-01, ...,\n 3.94187272e-01, 8.68253876e-03, 4.95756418e-01]]), 8776667: array([[0.00000000e+00, 1.05750887e-02, 2.97268599e-01, ...,\n 4.77119893e-01, 7.36296130e-03, 4.99716103e-01],\n [1.00000000e+01, 1.05750738e-02, 2.97271788e-01, ...,\n 4.77124751e-01, 7.36303627e-03, 4.99716103e-01],\n [2.00000000e+01, 1.05750579e-02, 2.97271580e-01, ...,\n 4.77124423e-01, 7.36303115e-03, 4.99716103e-01],\n ...,\n [1.07997000e+06, 7.70403259e-03, 2.63400227e-01, ...,\n 4.25284237e-01, 6.56302832e-03, 4.99764532e-01],\n [1.07998000e+06, 7.70402281e-03, 2.63400078e-01, ...,\n 4.25284028e-01, 6.56302506e-03, 4.99764532e-01],\n [1.07999000e+06, 7.70401303e-03, 2.63399959e-01, ...,\n 4.25283849e-01, 6.56302227e-03, 4.99764532e-01]]), 8776669: array([[0.00000000e+00, 4.16959748e-02, 2.37708539e-01, ...,\n 3.77977341e-01, 2.71926150e-02, 4.86416042e-01],\n [1.00000000e+01, 4.16960008e-02, 2.37655431e-01, ...,\n 3.77898306e-01, 2.71869302e-02, 4.86413479e-01],\n [2.00000000e+01, 4.16960195e-02, 2.37656340e-01, ...,\n 3.77899736e-01, 2.71870326e-02, 4.86413509e-01],\n ...,\n [1.07997000e+06, 6.20194860e-02, 2.75119424e-01, ...,\n 4.32997912e-01, 3.11509296e-02, 4.82844859e-01],\n [1.07998000e+06, 6.20193072e-02, 2.75119126e-01, ...,\n 4.32997406e-01, 3.11508942e-02, 4.82844889e-01],\n [1.07999000e+06, 6.20191321e-02, 2.75118858e-01, ...,\n 4.32997108e-01, 3.11508719e-02, 4.82844919e-01]]), 8776671: array([[0.00000000e+00, 1.76778268e-02, 2.84030855e-01, ...,\n 4.53021526e-01, 4.62266849e-03, 4.99554962e-01],\n [1.00000000e+01, 1.76778287e-02, 2.84018219e-01, ...,\n 4.53002602e-01, 4.62247524e-03, 4.99554992e-01],\n [2.00000000e+01, 1.76778305e-02, 2.84018397e-01, ...,\n 4.53002840e-01, 4.62247804e-03, 4.99554992e-01],\n ...,\n [1.07997000e+06, 1.85969956e-02, 2.89459020e-01, ...,\n 4.61139202e-01, 4.70550219e-03, 4.99541461e-01],\n [1.07998000e+06, 1.85969751e-02, 2.89458960e-01, ...,\n 4.61139083e-01, 4.70550079e-03, 4.99541461e-01],\n [1.07999000e+06, 1.85969546e-02, 2.89458841e-01, ...,\n 4.61138934e-01, 4.70549939e-03, 4.99541461e-01]]), 8780767: array([[0.00000000e+00, 1.62765500e-03, 1.25106173e-02, ...,\n 1.81772262e-02, 9.77270189e-04, 2.50000000e-01],\n [1.00000000e+01, 1.62766979e-03, 1.25106536e-02, ...,\n 1.81772728e-02, 9.77272750e-04, 2.50000000e-01],\n [2.00000000e+01, 1.62768457e-03, 1.25106899e-02, ...,\n 1.81773175e-02, 9.77275195e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.54132273e-03, 1.76606067e-02, ...,\n 1.13220373e-02, 6.08711678e-04, 2.50000000e-01],\n [1.07998000e+06, 2.54130317e-03, 1.43760983e-02, ...,\n 2.04815529e-02, 1.10115879e-03, 2.50000000e-01],\n [1.07999000e+06, 2.54129246e-03, 1.76605508e-02, ...,\n 1.13219824e-02, 6.08708768e-04, 2.50000000e-01]]), 8776673: array([[0.00000000e+00, 4.34507988e-03, 2.37294152e-01, ...,\n 3.82266223e-01, 1.27848228e-02, 4.99572992e-01],\n [1.00000000e+01, 4.34504915e-03, 2.37290800e-01, ...,\n 3.82261127e-01, 1.27846524e-02, 4.99573052e-01],\n [2.00000000e+01, 4.34501842e-03, 2.37290159e-01, ...,\n 3.82260084e-01, 1.27846180e-02, 4.99573052e-01],\n ...,\n [1.07997000e+06, 2.68862606e-03, 1.97070658e-01, ...,\n 3.20010424e-01, 1.07026892e-02, 4.99678135e-01],\n [1.07998000e+06, 2.68862303e-03, 1.97070569e-01, ...,\n 3.20010334e-01, 1.07026864e-02, 4.99678135e-01],\n [1.07999000e+06, 2.68861977e-03, 1.97070464e-01, ...,\n 3.20010185e-01, 1.07026808e-02, 4.99678135e-01]]), 8780769: array([[0.00000000e+00, 5.69066178e-05, 4.14224342e-03, ...,\n 6.63548429e-03, 3.94969305e-04, 2.50000000e-01],\n [1.00000000e+01, 5.69073200e-05, 4.14226297e-03, ...,\n 6.63551502e-03, 3.94971139e-04, 2.50000000e-01],\n [2.00000000e+01, 5.69080221e-05, 4.14228207e-03, ...,\n 6.63554342e-03, 3.94972827e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.61440887e-04, 9.35486704e-03, ...,\n 1.38770454e-02, 8.26014613e-04, 2.50000000e-01],\n [1.07998000e+06, 5.61439665e-04, 9.35486052e-03, ...,\n 1.38770379e-02, 8.26014148e-04, 2.50000000e-01],\n [1.07999000e+06, 5.61438443e-04, 9.35485214e-03, ...,\n 1.38770286e-02, 8.26013624e-04, 2.50000000e-01]]), 8776675: array([[0.00000000e+00, 8.90350863e-02, 3.39965880e-01, ...,\n 5.32726109e-01, 2.64642877e-03, 4.99002814e-01],\n [1.00000000e+01, 8.90352950e-02, 3.39924932e-01, ...,\n 5.32667160e-01, 2.64613586e-03, 4.99002635e-01],\n [2.00000000e+01, 8.90355185e-02, 3.39926004e-01, ...,\n 5.32668650e-01, 2.64614332e-03, 4.99002665e-01],\n ...,\n [1.07997000e+06, 1.51590854e-01, 4.11003619e-01, ...,\n 6.33190989e-01, 3.14550917e-03, 4.98640627e-01],\n [1.07998000e+06, 1.51590466e-01, 4.11003232e-01, ...,\n 6.33190393e-01, 3.14550614e-03, 4.98640656e-01],\n [1.07999000e+06, 1.51590079e-01, 4.11002874e-01, ...,\n 6.33189917e-01, 3.14550381e-03, 4.98640656e-01]]), 8780771: array([[0.00000000e+00, 7.19328025e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.18970055e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.18612264e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776677: array([[0.00000000e+00, 3.39522474e-02, 2.71960795e-01, ...,\n 4.34181899e-01, 2.04609754e-03, 4.99568790e-01],\n [1.00000000e+01, 3.39524187e-02, 2.71969616e-01, ...,\n 4.34195191e-01, 2.04616017e-03, 4.99568790e-01],\n [2.00000000e+01, 3.39525901e-02, 2.71970004e-01, ...,\n 4.34195787e-01, 2.04616296e-03, 4.99568790e-01],\n ...,\n [1.07997000e+06, 4.76937965e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07998000e+06, 4.76938076e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07999000e+06, 4.76938188e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01]]), 8780773: array([[0.00000000e+00, 2.63540959e-03, 7.59615526e-02, ...,\n 1.23119183e-01, 8.92168004e-03, 4.86777782e-01],\n [1.00000000e+01, 2.63541029e-03, 7.59793743e-02, ...,\n 1.23146899e-01, 8.92368797e-03, 4.86736506e-01],\n [2.00000000e+01, 2.63541099e-03, 7.59792179e-02, ...,\n 1.23146676e-01, 8.92367214e-03, 4.86736655e-01],\n ...,\n [1.07997000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07998000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07999000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01]]), 8780775: array([[0.00000000e+00, 1.12211812e-04, 4.95226216e-03, ...,\n 7.90866837e-03, 5.68968942e-04, 2.50000000e-01],\n [1.00000000e+01, 1.12212314e-04, 4.95227100e-03, ...,\n 7.90868234e-03, 5.68969990e-04, 2.50000000e-01],\n [2.00000000e+01, 1.12212816e-04, 4.95227892e-03, ...,\n 7.90869445e-03, 5.68970863e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.24653464e-03, 1.15268314e-02, ...,\n 1.69246756e-02, 1.21760264e-03, 2.50000000e-01],\n [1.07998000e+06, 1.24653138e-03, 1.15268212e-02, ...,\n 1.69246607e-02, 1.21760147e-03, 2.50000000e-01],\n [1.07999000e+06, 1.24652812e-03, 1.15268119e-02, ...,\n 1.69246495e-02, 1.21760077e-03, 2.50000000e-01]]), 8776679: array([[0.00000000e+00, 9.60300788e-02, 2.75256157e-01, ...,\n 4.26907420e-01, 1.01162903e-02, 4.87999856e-01],\n [1.00000000e+01, 9.60301533e-02, 2.75325596e-01, ...,\n 4.27005321e-01, 1.01186102e-02, 4.88003522e-01],\n [2.00000000e+01, 9.60302204e-02, 2.75324345e-01, ...,\n 4.27003562e-01, 1.01185683e-02, 4.88003433e-01],\n ...,\n [1.07997000e+06, 1.42221466e-01, 3.16019326e-01, ...,\n 4.83553499e-01, 1.14586139e-02, 4.84945983e-01],\n [1.07998000e+06, 1.42221212e-01, 3.16019088e-01, ...,\n 4.83553201e-01, 1.14586074e-02, 4.84946012e-01],\n [1.07999000e+06, 1.42220959e-01, 3.16018939e-01, ...,\n 4.83552992e-01, 1.14586018e-02, 4.84946012e-01]]), 8776681: array([[0.00000000e+00, 2.42261719e-02, 2.81416655e-01, ...,\n 4.46797311e-01, 1.35804657e-02, 4.97861356e-01],\n [1.00000000e+01, 2.42261700e-02, 2.81441689e-01, ...,\n 4.46834415e-01, 1.35815935e-02, 4.97861266e-01],\n [2.00000000e+01, 2.42261682e-02, 2.81441271e-01, ...,\n 4.46833789e-01, 1.35815740e-02, 4.97861266e-01],\n ...,\n [1.07997000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07998000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07999000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01]]), 8780777: array([[0.00000000e+00, 1.42532284e-03, 5.51860929e-02, ...,\n 9.02525261e-02, 3.61010106e-03, 4.93875742e-01],\n [1.00000000e+01, 1.42532727e-03, 5.51870391e-02, ...,\n 9.02540237e-02, 3.61016090e-03, 4.93870348e-01],\n [2.00000000e+01, 1.42533181e-03, 5.51871099e-02, ...,\n 9.02541354e-02, 3.61016532e-03, 4.93870348e-01],\n ...,\n [1.07997000e+06, 1.65900569e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07998000e+06, 1.65900551e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07999000e+06, 1.65900532e-02, 1.39594138e-01, ...,\n 2.17059374e-01, 8.68237484e-03, 4.73970890e-01]]), 8776683: array([[0.00000000e+00, 6.76552579e-02, 3.21374029e-01, ...,\n 5.06128073e-01, 3.43603571e-03, 4.98907685e-01],\n [1.00000000e+01, 6.76551163e-02, 3.21415931e-01, ...,\n 5.06189048e-01, 3.43644968e-03, 4.98907804e-01],\n [2.00000000e+01, 6.76549748e-02, 3.21414918e-01, ...,\n 5.06187558e-01, 3.43643967e-03, 4.98907804e-01],\n ...,\n [1.07997000e+06, 4.94777597e-02, 2.86421239e-01, ...,\n 4.54773009e-01, 3.08739301e-03, 4.99091208e-01],\n [1.07998000e+06, 4.94776517e-02, 2.86421001e-01, ...,\n 4.54772681e-01, 3.08739091e-03, 4.99091208e-01],\n [1.07999000e+06, 4.94775437e-02, 2.86420733e-01, ...,\n 4.54772294e-01, 3.08738812e-03, 4.99091208e-01]]), 8780779: array([[0.00000000e+00, 1.63299330e-02, 1.49032846e-01, ...,\n 2.31269851e-01, 8.03020317e-03, 4.80991632e-01],\n [1.00000000e+01, 1.63299292e-02, 1.49117336e-01, ...,\n 2.31388822e-01, 8.03433452e-03, 4.80985582e-01],\n [2.00000000e+01, 1.63299255e-02, 1.49115846e-01, ...,\n 2.31386706e-01, 8.03426094e-03, 4.80985433e-01],\n ...,\n [1.07997000e+06, 5.62256202e-03, 1.00854963e-01, ...,\n 1.61162436e-01, 5.59591828e-03, 4.89865929e-01],\n [1.07998000e+06, 5.62255736e-03, 1.00854941e-01, ...,\n 1.61162406e-01, 5.59591735e-03, 4.89865929e-01],\n [1.07999000e+06, 5.62255271e-03, 1.00854903e-01, ...,\n 1.61162347e-01, 5.59591502e-03, 4.89865929e-01]]), 8776685: array([[0.00000000e+00, 1.23811767e-01, 3.61846536e-01, ...,\n 5.67870319e-01, 1.61326807e-02, 4.93736207e-01],\n [1.00000000e+01, 1.23812392e-01, 3.61798286e-01, ...,\n 5.67800522e-01, 1.61306970e-02, 4.93734866e-01],\n [2.00000000e+01, 1.23813003e-01, 3.61799866e-01, ...,\n 5.67802787e-01, 1.61307622e-02, 4.93734866e-01],\n ...,\n [1.07997000e+06, 2.11799487e-01, 4.38417971e-01, ...,\n 6.76569402e-01, 1.92207228e-02, 4.91441220e-01],\n [1.07998000e+06, 2.11799040e-01, 4.38417673e-01, ...,\n 6.76568806e-01, 1.92207061e-02, 4.91441220e-01],\n [1.07999000e+06, 2.11798579e-01, 4.38417286e-01, ...,\n 6.76568389e-01, 1.92206930e-02, 4.91441250e-01]]), 8780781: array([[0.00000000e+00, 1.42469726e-04, 5.76953683e-03, ...,\n 9.04330611e-03, 7.01031473e-04, 2.50000000e-01],\n [1.00000000e+01, 1.42471399e-04, 5.76956151e-03, ...,\n 9.04334243e-03, 7.01034267e-04, 2.50000000e-01],\n [2.00000000e+01, 1.42473058e-04, 5.76958619e-03, ...,\n 9.04337876e-03, 7.01037119e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.67212379e-03, 1.60490423e-02, ...,\n 1.04071451e-02, 8.06755445e-04, 2.50000000e-01],\n [1.07998000e+06, 1.67211134e-03, 1.30928261e-02, ...,\n 1.85637288e-02, 1.43904879e-03, 2.50000000e-01],\n [1.07999000e+06, 1.67210447e-03, 1.60489995e-02, ...,\n 1.04071004e-02, 8.06751952e-04, 2.50000000e-01]]), 8776687: array([[0.00000000e+00, 7.20582187e-01, 4.65331674e-01, ...,\n 7.04473972e-01, 2.55800295e-03, 4.95258659e-01],\n [1.00000000e+01, 7.20581353e-01, 4.65335369e-01, ...,\n 7.04478920e-01, 2.55802087e-03, 4.95256245e-01],\n [2.00000000e+01, 7.20580518e-01, 4.65335220e-01, ...,\n 7.04478741e-01, 2.55802018e-03, 4.95256275e-01],\n ...,\n [1.07997000e+06, 6.31760299e-01, 4.44917798e-01, ...,\n 6.76849544e-01, 2.45769625e-03, 4.95593786e-01],\n [1.07998000e+06, 6.31756127e-01, 4.44916844e-01, ...,\n 6.76848233e-01, 2.45769159e-03, 4.95593786e-01],\n [1.07999000e+06, 6.31751955e-01, 4.44915712e-01, ...,\n 6.76846802e-01, 2.45768623e-03, 4.95593816e-01]]), 8780783: array([[0.00000000e+00, 2.12782161e-05, 2.87196110e-03, ...,\n 4.67233639e-03, 3.13579629e-04, 2.50000000e-01],\n [1.00000000e+01, 2.12782343e-05, 2.87196226e-03, ...,\n 4.67233872e-03, 3.13579774e-04, 2.50000000e-01],\n [2.00000000e+01, 2.12782525e-05, 2.87196296e-03, ...,\n 4.67233919e-03, 3.13579803e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.96564346e-04, 6.61631394e-03, ...,\n 1.02002490e-02, 6.84580475e-04, 2.50000000e-01],\n [1.07998000e+06, 1.96564200e-04, 6.61631254e-03, ...,\n 1.02002472e-02, 6.84580358e-04, 2.50000000e-01],\n [1.07999000e+06, 1.96564055e-04, 6.61631022e-03, ...,\n 1.02002444e-02, 6.84580125e-04, 2.50000000e-01]]), 8780785: array([[0.00000000e+00, 6.81890442e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.81531037e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.81171811e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776689: array([[0.00000000e+00, 4.72918786e-02, 2.77276397e-01, ...,\n 4.41836894e-01, 2.37930473e-03, 4.99319524e-01],\n [1.00000000e+01, 4.72919829e-02, 2.77313411e-01, ...,\n 4.41892236e-01, 2.37960275e-03, 4.99319524e-01],\n [2.00000000e+01, 4.72920872e-02, 2.77313024e-01, ...,\n 4.41891640e-01, 2.37959949e-03, 4.99319524e-01],\n ...,\n [1.07997000e+06, 8.79145786e-02, 3.48438084e-01, ...,\n 5.46318233e-01, 2.94193975e-03, 4.99020725e-01],\n [1.07998000e+06, 8.79143924e-02, 3.48437816e-01, ...,\n 5.46317995e-01, 2.94193858e-03, 4.99020725e-01],\n [1.07999000e+06, 8.79142061e-02, 3.48437607e-01, ...,\n 5.46317577e-01, 2.94193625e-03, 4.99020755e-01]]), 8780787: array([[0.00000000e+00, 2.77194194e-02, 2.40590423e-01, ...,\n 3.83116901e-01, 1.87802408e-02, 4.94247049e-01],\n [1.00000000e+01, 2.77194194e-02, 2.40564555e-01, ...,\n 3.83078277e-01, 1.87783465e-02, 4.94246960e-01],\n [2.00000000e+01, 2.77194194e-02, 2.40564972e-01, ...,\n 3.83078903e-01, 1.87783781e-02, 4.94246960e-01],\n ...,\n [1.07997000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01],\n [1.07998000e+06, 3.16003002e-02, 2.52586305e-01, ...,\n 4.00955617e-01, 1.96546875e-02, 4.93785053e-01],\n [1.07999000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01]]), 8778739: array([[0.00000000e+00, 9.64232095e-05, 5.35252271e-03, ...,\n 8.35426431e-03, 9.38681420e-04, 2.50000000e-01],\n [1.00000000e+01, 9.64240680e-05, 5.35253994e-03, ...,\n 8.35428759e-03, 9.38684039e-04, 2.50000000e-01],\n [2.00000000e+01, 9.64249266e-05, 5.35255717e-03, ...,\n 8.35431460e-03, 9.38687066e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.83632209e-05, 4.45171958e-03, ...,\n 7.05152517e-03, 7.92306208e-04, 2.50000000e-01],\n [1.07998000e+06, 5.83628062e-05, 4.45170794e-03, ...,\n 7.05150887e-03, 7.92304403e-04, 2.50000000e-01],\n [1.07999000e+06, 5.83623914e-05, 4.45169583e-03, ...,\n 7.05149071e-03, 7.92302366e-04, 2.50000000e-01]]), 8776691: array([[0.00000000e+00, 7.26904571e-01, 6.17504954e-01, ...,\n 9.49855983e-01, 5.68776019e-02, 4.73474979e-01],\n [1.00000000e+01, 7.26905763e-01, 6.17403865e-01, ...,\n 9.49715734e-01, 5.68692051e-02, 4.73464310e-01],\n [2.00000000e+01, 7.26906836e-01, 6.17406309e-01, ...,\n 9.49719012e-01, 5.68693988e-02, 4.73464489e-01],\n ...,\n [1.07997000e+06, 6.54203475e-01, 5.94989479e-01, ...,\n 9.18502510e-01, 5.50001487e-02, 4.75019276e-01],\n [1.07998000e+06, 6.54199183e-01, 5.94988108e-01, ...,\n 9.18500483e-01, 5.50000258e-02, 4.75019366e-01],\n [1.07999000e+06, 6.54194891e-01, 5.94986737e-01, ...,\n 9.18498576e-01, 5.49999140e-02, 4.75019455e-01]]), 8776693: array([[0.00000000e+00, 5.98379830e-03, 1.48919106e-01, ...,\n 2.37804025e-01, 1.44123659e-02, 4.94040698e-01],\n [1.00000000e+01, 5.98380063e-03, 1.48942351e-01, ...,\n 2.37838909e-01, 1.44144800e-02, 4.94038016e-01],\n [2.00000000e+01, 5.98380296e-03, 1.48942098e-01, ...,\n 2.37838507e-01, 1.44144557e-02, 4.94038045e-01],\n ...,\n [1.07997000e+06, 9.04698763e-03, 1.73740193e-01, ...,\n 2.74630100e-01, 1.66442487e-02, 4.92384821e-01],\n [1.07998000e+06, 9.04698297e-03, 1.73740163e-01, ...,\n 2.74630070e-01, 1.66442469e-02, 4.92384821e-01],\n [1.07999000e+06, 9.04697925e-03, 1.73740163e-01, ...,\n 2.74630040e-01, 1.66442450e-02, 4.92384821e-01]]), 8776695: array([[0.00000000e+00, 6.81043193e-02, 2.70861149e-01, ...,\n 4.25238162e-01, 2.89277663e-03, 4.98022914e-01],\n [1.00000000e+01, 6.81044236e-02, 2.70826399e-01, ...,\n 4.25187945e-01, 2.89243483e-03, 4.98022586e-01],\n [2.00000000e+01, 6.81045204e-02, 2.70827174e-01, ...,\n 4.25189078e-01, 2.89244275e-03, 4.98022586e-01],\n ...,\n [1.07997000e+06, 6.93864971e-02, 2.72668540e-01, ...,\n 4.27850008e-01, 2.91054416e-03, 4.98000890e-01],\n [1.07998000e+06, 6.93863183e-02, 2.72668242e-01, ...,\n 4.27849561e-01, 2.91054114e-03, 4.98000890e-01],\n [1.07999000e+06, 6.93861395e-02, 2.72668034e-01, ...,\n 4.27849263e-01, 2.91053904e-03, 4.98000890e-01]]), 8778735: array([[0.00000000e+00, 6.12153053e-06, 1.75474631e-03, ...,\n 2.88383663e-03, 1.67664926e-04, 2.50000000e-01],\n [1.00000000e+01, 6.12154872e-06, 1.75475457e-03, ...,\n 2.88384990e-03, 1.67665698e-04, 2.50000000e-01],\n [2.00000000e+01, 6.12156691e-06, 1.75475783e-03, ...,\n 2.88385479e-03, 1.67665974e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.00137899e-04, 5.54593280e-03, ...,\n 8.59280024e-03, 4.99581394e-04, 2.50000000e-01],\n [1.07998000e+06, 1.00137644e-04, 5.54592814e-03, ...,\n 8.59279279e-03, 4.99580987e-04, 2.50000000e-01],\n [1.07999000e+06, 1.00137389e-04, 5.54592302e-03, ...,\n 8.59278534e-03, 4.99580579e-04, 2.50000000e-01]]), 8776697: array([[0.00000000e+00, 4.12192848e-03, 2.35118285e-01, ...,\n 3.79404813e-01, 1.51157305e-02, 4.99536991e-01],\n [1.00000000e+01, 4.12189728e-03, 2.35118821e-01, ...,\n 3.79405618e-01, 1.51157621e-02, 4.99536961e-01],\n [2.00000000e+01, 4.12186608e-03, 2.35118151e-01, ...,\n 3.79404575e-01, 1.51157202e-02, 4.99536961e-01],\n ...,\n [1.07997000e+06, 3.16806650e-03, 2.12367818e-01, ...,\n 3.44203651e-01, 1.37132937e-02, 4.99603420e-01],\n [1.07998000e+06, 3.16806370e-03, 2.12367728e-01, ...,\n 3.44203532e-01, 1.37132881e-02, 4.99603420e-01],\n [1.07999000e+06, 3.16806044e-03, 2.12367639e-01, ...,\n 3.44203353e-01, 1.37132816e-02, 4.99603420e-01]]), 8778747: array([[0.00000000e+00, 7.94712105e-04, 8.90024006e-03, ...,\n 1.38273071e-02, 5.83430694e-04, 2.50000000e-01],\n [1.00000000e+01, 7.94718624e-04, 8.90026800e-03, ...,\n 1.38273453e-02, 5.83432324e-04, 2.50000000e-01],\n [2.00000000e+01, 7.94725143e-04, 8.90029408e-03, ...,\n 1.38273817e-02, 5.83433837e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.06518660e-03, 2.28557810e-02, ...,\n 1.53365918e-02, 6.47113600e-04, 2.50000000e-01],\n [1.07998000e+06, 9.06507950e-03, 2.28557382e-02, ...,\n 1.53365359e-02, 6.47111272e-04, 2.50000000e-01],\n [1.07999000e+06, 9.06497240e-03, 2.28557009e-02, ...,\n 1.53364828e-02, 6.47109002e-04, 2.50000000e-01]]), 8776701: array([[0.00000000e+00, 2.98062060e-02, 2.12754324e-01, ...,\n 3.33086818e-01, 4.69136387e-02, 4.59901154e-01],\n [1.00000000e+01, 2.98057590e-02, 2.12722793e-01, ...,\n 3.33041549e-01, 4.69072610e-02, 4.59895879e-01],\n [2.00000000e+01, 2.98053343e-02, 2.12722227e-01, ...,\n 3.33040744e-01, 4.69071493e-02, 4.59896296e-01],\n ...,\n [1.07997000e+06, 2.10699830e-02, 1.87408924e-01, ...,\n 2.96289831e-01, 4.17309627e-02, 4.67300296e-01],\n [1.07998000e+06, 2.10699253e-02, 1.87408745e-01, ...,\n 2.96289563e-01, 4.17309254e-02, 4.67300355e-01],\n [1.07999000e+06, 2.10698675e-02, 1.87408581e-01, ...,\n 2.96289355e-01, 4.17308956e-02, 4.67300415e-01]]), 8776703: array([[0.00000000e+00, 1.96179479e-01, 3.51043463e-01, ...,\n 5.38519084e-01, 5.97690418e-03, 4.93292034e-01],\n [1.00000000e+01, 1.96179733e-01, 3.50998729e-01, ...,\n 5.38457453e-01, 5.97622013e-03, 4.93290156e-01],\n [2.00000000e+01, 1.96180001e-01, 3.50999773e-01, ...,\n 5.38458943e-01, 5.97623689e-03, 4.93290186e-01],\n ...,\n [1.07997000e+06, 2.09018514e-01, 3.58814120e-01, ...,\n 5.49209177e-01, 6.09555095e-03, 4.93041515e-01],\n [1.07998000e+06, 2.09017962e-01, 3.58813822e-01, ...,\n 5.49208701e-01, 6.09554583e-03, 4.93041515e-01],\n [1.07999000e+06, 2.09017396e-01, 3.58813524e-01, ...,\n 5.49208224e-01, 6.09554071e-03, 4.93041545e-01]])}]'. Reason: 'MemoryError()'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mMaybeEncodingError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0mtr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwaterbody_initial_states_df_g\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 17\u001b[0m \u001b[0mtr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchannel_initial_states_df_g\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 18\u001b[0;31m \u001b[0mcustom_input_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcustom_input_folder\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoinpath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcustom_input_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 19\u001b[0m )\n\u001b[1;32m 20\u001b[0m \u001b[0mall_results\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/github/t-route/src/python_routing_v01/compute_nhd_routing_SingleSeg.py\u001b[0m in \u001b[0;36mroute_supernetwork\u001b[0;34m(connections, networks, qlateral, waterbodies_df, waterbody_initial_states_df, channel_initial_states_df, custom_input_file)\u001b[0m\n\u001b[1;32m 1761\u001b[0m \u001b[0;31m# with pool:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1762\u001b[0m \u001b[0;31m# with multiprocessing.Pool() as pool:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1763\u001b[0;31m \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpool\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstarmap\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcompute_network_func\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnslist\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1764\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1765\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mshowtiming\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/lib64/python3.6/multiprocessing/pool.py\u001b[0m in \u001b[0;36mstarmap\u001b[0;34m(self, func, iterable, chunksize)\u001b[0m\n\u001b[1;32m 272\u001b[0m \u001b[0;31m`\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;31m`\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0mbecomes\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 273\u001b[0m '''\n\u001b[0;32m--> 274\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_map_async\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0miterable\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstarmapstar\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mchunksize\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 275\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 276\u001b[0m def starmap_async(self, func, iterable, chunksize=None, callback=None,\n", + "\u001b[0;32m/usr/lib64/python3.6/multiprocessing/pool.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 642\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 643\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 644\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 645\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 646\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_set\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mMaybeEncodingError\u001b[0m: Error sending result: '[{8776705: array([[0.00000000e+00, 4.54609133e-02, 2.94873446e-01, ...,\n 4.59317416e-01, 5.68462163e-03, 4.97746736e-01],\n [1.00000000e+01, 4.54579070e-02, 2.94892281e-01, ...,\n 4.59344089e-01, 5.68495179e-03, 4.97746974e-01],\n [2.00000000e+01, 4.54549380e-02, 2.94884890e-01, ...,\n 4.59333599e-01, 5.68482187e-03, 4.97747064e-01],\n ...,\n [1.07997000e+06, 3.97340171e-02, 2.80946791e-01, ...,\n 4.39448416e-01, 5.43871801e-03, 4.97918010e-01],\n [1.07998000e+06, 3.97339277e-02, 2.80946583e-01, ...,\n 4.39448118e-01, 5.43871429e-03, 4.97918040e-01],\n [1.07999000e+06, 3.97338420e-02, 2.80946344e-01, ...,\n 4.39447731e-01, 5.43870963e-03, 4.97918040e-01]]), 8776707: array([[0.00000000e+00, 2.44546421e-02, 2.53331989e-01, ...,\n 4.03798372e-01, 6.25074841e-03, 4.98662978e-01],\n [1.00000000e+01, 2.44546477e-02, 2.53320634e-01, ...,\n 4.03781414e-01, 6.25048624e-03, 4.98662978e-01],\n [2.00000000e+01, 2.44546533e-02, 2.53320873e-01, ...,\n 4.03781772e-01, 6.25049183e-03, 4.98662978e-01],\n ...,\n [1.07997000e+06, 2.76509896e-02, 2.65197188e-01, ...,\n 4.21485513e-01, 6.52454328e-03, 4.98562515e-01],\n [1.07998000e+06, 2.76509784e-02, 2.65197128e-01, ...,\n 4.21485454e-01, 6.52454235e-03, 4.98562515e-01],\n [1.07999000e+06, 2.76509672e-02, 2.65197098e-01, ...,\n 4.21485394e-01, 6.52454142e-03, 4.98562515e-01]]), 8776709: array([[0.00000000e+00, 1.01415869e-02, 1.90830663e-01, ...,\n 3.07983458e-01, 5.09906374e-03, 4.99109894e-01],\n [1.00000000e+01, 1.01416009e-02, 1.90834150e-01, ...,\n 3.07988822e-01, 5.09915268e-03, 4.99109834e-01],\n [2.00000000e+01, 1.01416148e-02, 1.90834209e-01, ...,\n 3.07988942e-01, 5.09915454e-03, 4.99109834e-01],\n ...,\n [1.07997000e+06, 2.22417377e-02, 2.56662697e-01, ...,\n 4.07442391e-01, 6.74573472e-03, 4.98584777e-01],\n [1.07998000e+06, 2.22417284e-02, 2.56662667e-01, ...,\n 4.07442302e-01, 6.74573332e-03, 4.98584777e-01],\n [1.07999000e+06, 2.22417191e-02, 2.56662637e-01, ...,\n 4.07442272e-01, 6.74573286e-03, 4.98584777e-01]]), 8776711: array([[0.00000000e+00, 3.54955066e-03, 1.90792643e-02, ...,\n 1.23638492e-02, 7.77600624e-04, 2.50000000e-01],\n [1.00000000e+01, 3.54955089e-03, 1.55973388e-02, ...,\n 2.21859384e-02, 1.39534217e-03, 2.50000000e-01],\n [2.00000000e+01, 3.54955089e-03, 1.90244205e-02, ...,\n 1.22999409e-02, 7.73581211e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.06577268e-03, 2.00105458e-02, ...,\n 1.35762990e-02, 8.53855337e-04, 2.50000000e-01],\n [1.07998000e+06, 5.06573357e-03, 2.00105198e-02, ...,\n 1.35762682e-02, 8.53853417e-04, 2.50000000e-01],\n [1.07999000e+06, 5.06569445e-03, 2.00105030e-02, ...,\n 1.35762384e-02, 8.53851496e-04, 2.50000000e-01]]), 8776713: array([[0.00000000e+00, 2.17375178e-02, 2.38075137e-01, ...,\n 3.76756251e-01, 1.92222577e-02, 4.94177520e-01],\n [1.00000000e+01, 2.17372384e-02, 2.38059968e-01, ...,\n 3.76733989e-01, 1.92211233e-02, 4.94177550e-01],\n [2.00000000e+01, 2.17369646e-02, 2.38059074e-01, ...,\n 3.76732647e-01, 1.92210544e-02, 4.94177580e-01],\n ...,\n [1.07997000e+06, 2.28981636e-02, 2.42672250e-01, ...,\n 3.83507162e-01, 1.95666924e-02, 4.93996024e-01],\n [1.07998000e+06, 2.28980482e-02, 2.42671773e-01, ...,\n 3.83506447e-01, 1.95666570e-02, 4.93996024e-01],\n [1.07999000e+06, 2.28979308e-02, 2.42671356e-01, ...,\n 3.83505821e-01, 1.95666235e-02, 4.93996054e-01]]), 8778763: array([[0.00000000e+00, 4.92593623e-04, 9.24618244e-02, ...,\n 1.53463587e-01, 4.44822013e-03, 4.99984086e-01],\n [1.00000000e+01, 4.92593623e-04, 9.24300179e-02, ...,\n 1.53411135e-01, 4.44669975e-03, 4.99984056e-01],\n [2.00000000e+01, 4.92593623e-04, 9.24210772e-02, ...,\n 1.53396383e-01, 4.44627227e-03, 4.99984056e-01],\n ...,\n [1.07997000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07998000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07999000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01]]), 8776715: array([[0.00000000e+00, 2.32487723e-01, 3.40147465e-01, ...,\n 5.20091772e-01, 6.90692943e-03, 4.86923605e-01],\n [1.00000000e+01, 2.32488006e-01, 3.40266615e-01, ...,\n 5.20255029e-01, 6.90909754e-03, 4.86930966e-01],\n [2.00000000e+01, 2.32488289e-01, 3.40264261e-01, ...,\n 5.20251751e-01, 6.90905377e-03, 4.86930758e-01],\n ...,\n [1.07997000e+06, 2.51401275e-01, 3.49567950e-01, ...,\n 5.32966077e-01, 7.07790302e-03, 4.86333519e-01],\n [1.07998000e+06, 2.51400203e-01, 3.49567503e-01, ...,\n 5.32965422e-01, 7.07789417e-03, 4.86333549e-01],\n [1.07999000e+06, 2.51399130e-01, 3.49567026e-01, ...,\n 5.32964766e-01, 7.07788533e-03, 4.86333579e-01]]), 8776717: array([[0.00000000e+00, 1.86320081e-01, 3.62838417e-01, ...,\n 5.49657941e-01, 6.80269720e-03, 4.91977096e-01],\n [1.00000000e+01, 1.86334953e-01, 3.62804174e-01, ...,\n 5.49611926e-01, 6.80212770e-03, 4.91974473e-01],\n [2.00000000e+01, 1.86349675e-01, 3.62814903e-01, ...,\n 5.49626350e-01, 6.80230651e-03, 4.91974145e-01],\n ...,\n [1.07997000e+06, 1.31836444e-01, 3.22088450e-01, ...,\n 4.94173557e-01, 6.11600932e-03, 4.93418872e-01],\n [1.07998000e+06, 1.31835893e-01, 3.22087944e-01, ...,\n 4.94172901e-01, 6.11600140e-03, 4.93418872e-01],\n [1.07999000e+06, 1.31835356e-01, 3.22087526e-01, ...,\n 4.94172275e-01, 6.11599348e-03, 4.93418902e-01]]), 8776719: array([[0.00000000e+00, 7.99229622e-01, 4.16253090e-01, ...,\n 6.27197504e-01, 4.90764901e-03, 4.83140290e-01],\n [1.00000000e+01, 7.99241185e-01, 4.16248888e-01, ...,\n 6.27191901e-01, 4.90760524e-03, 4.83156890e-01],\n [2.00000000e+01, 7.99252689e-01, 4.16250825e-01, ...,\n 6.27194524e-01, 4.90762573e-03, 4.83156770e-01],\n ...,\n [1.07997000e+06, 7.71574676e-01, 4.11339283e-01, ...,\n 6.20620430e-01, 4.85618506e-03, 4.83483315e-01],\n [1.07998000e+06, 7.71569610e-01, 4.11338478e-01, ...,\n 6.20619237e-01, 4.85617574e-03, 4.83483374e-01],\n [1.07999000e+06, 7.71564603e-01, 4.11337525e-01, ...,\n 6.20618045e-01, 4.85616643e-03, 4.83483434e-01]]), 8776721: array([[0.00000000e+00, 6.17805449e-03, 1.77079961e-01, ...,\n 2.87912011e-01, 3.33617628e-03, 4.99665737e-01],\n [1.00000000e+01, 6.17806846e-03, 1.77076235e-01, ...,\n 2.87906229e-01, 3.33610922e-03, 4.99665797e-01],\n [2.00000000e+01, 6.17808243e-03, 1.77076444e-01, ...,\n 2.87906528e-01, 3.33611271e-03, 4.99665797e-01],\n ...,\n [1.07997000e+06, 6.50789007e-04, 6.61443844e-02, ...,\n 1.09600663e-01, 1.26999617e-03, 4.99955654e-01],\n [1.07998000e+06, 6.50787610e-04, 6.61443323e-02, ...,\n 1.09600574e-01, 1.26999512e-03, 4.99955654e-01],\n [1.07999000e+06, 6.50786213e-04, 6.61442727e-02, ...,\n 1.09600477e-01, 1.26999395e-03, 4.99955654e-01]]), 8776723: array([[0.00000000e+00, 3.51760490e-03, 9.46151391e-02, ...,\n 1.55286357e-01, 2.11561797e-03, 4.99235064e-01],\n [1.00000000e+01, 3.51762515e-03, 9.46140438e-02, ...,\n 1.55284613e-01, 2.11559422e-03, 4.99235302e-01],\n [2.00000000e+01, 3.51764518e-03, 9.46142673e-02, ...,\n 1.55284971e-01, 2.11559911e-03, 4.99235302e-01],\n ...,\n [1.07997000e+06, 1.66510269e-02, 1.73011020e-01, ...,\n 2.77984202e-01, 3.78725072e-03, 4.98092294e-01],\n [1.07998000e+06, 1.66509971e-02, 1.73010901e-01, ...,\n 2.77984023e-01, 3.78724816e-03, 4.98092294e-01],\n [1.07999000e+06, 1.66509673e-02, 1.73010781e-01, ...,\n 2.77983814e-01, 3.78724537e-03, 4.98092324e-01]]), 8776725: array([[0.00000000e+00, 1.94737944e-03, 1.14221927e-02, ...,\n 1.75330527e-02, 2.44533527e-04, 2.50000000e-01],\n [1.00000000e+01, 1.94738200e-03, 1.13782650e-02, ...,\n 1.74725391e-02, 2.43689530e-04, 2.50000000e-01],\n [2.00000000e+01, 1.94738456e-03, 1.13790911e-02, ...,\n 1.74736772e-02, 2.43705406e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.43186751e-03, 1.50318341e-02, ...,\n 2.23567076e-02, 3.11809039e-04, 2.50000000e-01],\n [1.07998000e+06, 4.43183770e-03, 1.50318006e-02, ...,\n 2.23566648e-02, 3.11808428e-04, 2.50000000e-01],\n [1.07999000e+06, 4.43180790e-03, 1.50317689e-02, ...,\n 2.23566256e-02, 3.11807904e-04, 2.50000000e-01]]), 8776727: array([[0.00000000e+00, 1.22710690e-01, 5.13595343e-01, ...,\n 7.95841455e-01, 5.93911530e-03, 4.99233186e-01],\n [1.00000000e+01, 1.22717641e-01, 5.13641298e-01, ...,\n 7.95906007e-01, 5.93959680e-03, 4.99233246e-01],\n [2.00000000e+01, 1.22724518e-01, 5.13650894e-01, ...,\n 7.95919478e-01, 5.93969738e-03, 4.99233216e-01],\n ...,\n [1.07997000e+06, 6.80710003e-02, 4.15193796e-01, ...,\n 6.54882550e-01, 4.88718320e-03, 4.99457002e-01],\n [1.07998000e+06, 6.80709183e-02, 4.15193588e-01, ...,\n 6.54882252e-01, 4.88718087e-03, 4.99457002e-01],\n [1.07999000e+06, 6.80708364e-02, 4.15193439e-01, ...,\n 6.54882014e-01, 4.88717901e-03, 4.99457002e-01]]), 8776729: array([[0.00000000e+00, 7.57418871e-02, 3.42024475e-01, ...,\n 5.31803727e-01, 3.27062584e-03, 4.98766720e-01],\n [1.00000000e+01, 7.57441446e-02, 3.42004567e-01, ...,\n 5.31775475e-01, 3.27045191e-03, 4.98766571e-01],\n [2.00000000e+01, 7.57463947e-02, 3.42008591e-01, ...,\n 5.31781197e-01, 3.27048730e-03, 4.98766541e-01],\n ...,\n [1.07997000e+06, 4.76545505e-02, 2.89197177e-01, ...,\n 4.55898821e-01, 2.80380598e-03, 4.99059856e-01],\n [1.07998000e+06, 4.76544350e-02, 2.89196908e-01, ...,\n 4.55898434e-01, 2.80380342e-03, 4.99059856e-01],\n [1.07999000e+06, 4.76543196e-02, 2.89196670e-01, ...,\n 4.55898046e-01, 2.80380109e-03, 4.99059856e-01]]), 8776731: array([[0.00000000e+00, 5.66139584e-04, 7.83752874e-02, ...,\n 1.29727274e-01, 1.19015845e-02, 4.99772787e-01],\n [1.00000000e+01, 5.66156814e-04, 7.83875510e-02, ...,\n 1.29747376e-01, 1.19034294e-02, 4.99772847e-01],\n [2.00000000e+01, 5.66173694e-04, 7.83909112e-02, ...,\n 1.29752874e-01, 1.19039332e-02, 4.99772847e-01],\n ...,\n [1.07997000e+06, 6.80876104e-03, 2.29519755e-01, ...,\n 3.70017260e-01, 3.39465365e-02, 4.98008519e-01],\n [1.07998000e+06, 6.80872658e-03, 2.29519323e-01, ...,\n 3.70016545e-01, 3.39464732e-02, 4.98008519e-01],\n [1.07999000e+06, 6.80869259e-03, 2.29518875e-01, ...,\n 3.70015889e-01, 3.39464135e-02, 4.98008519e-01]]), 8776733: array([[0.00000000e+00, 8.08299799e-03, 2.14520380e-01, ...,\n 3.48587841e-01, 7.29263248e-03, 4.99542564e-01],\n [1.00000000e+01, 8.08299892e-03, 2.14528501e-01, ...,\n 3.48600596e-01, 7.29289930e-03, 4.99542445e-01],\n [2.00000000e+01, 8.08299892e-03, 2.14528412e-01, ...,\n 3.48600447e-01, 7.29289651e-03, 4.99542445e-01],\n ...,\n [1.07997000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01],\n [1.07998000e+06, 1.61455516e-02, 2.79815733e-01, ...,\n 4.49415505e-01, 9.40199755e-03, 4.99312013e-01],\n [1.07999000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01]]), 8776735: array([[0.00000000e+00, 8.10410798e-01, 4.17716831e-01, ...,\n 6.29888713e-01, 1.18400129e-02, 4.59904999e-01],\n [1.00000000e+01, 8.10429573e-01, 4.17713702e-01, ...,\n 6.29884422e-01, 1.18399318e-02, 4.59945410e-01],\n [2.00000000e+01, 8.10448229e-01, 4.17716950e-01, ...,\n 6.29888892e-01, 1.18400166e-02, 4.59944904e-01],\n ...,\n [1.07997000e+06, 7.98622727e-01, 4.15652663e-01, ...,\n 6.27123892e-01, 1.17880423e-02, 4.60270792e-01],\n [1.07998000e+06, 7.98617363e-01, 4.15651768e-01, ...,\n 6.27122700e-01, 1.17880199e-02, 4.60270941e-01],\n [1.07999000e+06, 7.98611999e-01, 4.15650815e-01, ...,\n 6.27121389e-01, 1.17879957e-02, 4.60271060e-01]]), 8776737: array([[0.00000000e+00, 1.75818184e-03, 1.27944008e-01, ...,\n 2.10310772e-01, 1.24444244e-02, 4.99407738e-01],\n [1.00000000e+01, 1.75820058e-03, 1.27949208e-01, ...,\n 2.10319117e-01, 1.24449180e-02, 4.99407977e-01],\n [2.00000000e+01, 1.75821909e-03, 1.27949774e-01, ...,\n 2.10320070e-01, 1.24449749e-02, 4.99407977e-01],\n ...,\n [1.07997000e+06, 1.48630887e-02, 2.93175966e-01, ...,\n 4.66844261e-01, 2.76239216e-02, 4.97927636e-01],\n [1.07998000e+06, 1.48630235e-02, 2.93175489e-01, ...,\n 4.66843635e-01, 2.76238844e-02, 4.97927636e-01],\n [1.07999000e+06, 1.48629593e-02, 2.93175042e-01, ...,\n 4.66842949e-01, 2.76238434e-02, 4.97927636e-01]]), 8776739: array([[0.00000000e+00, 6.20556995e-02, 2.97126770e-01, ...,\n 4.65213984e-01, 3.17986333e-03, 4.98528093e-01],\n [1.00000000e+01, 6.20558485e-02, 2.97188193e-01, ...,\n 4.65302289e-01, 3.18046683e-03, 4.98528302e-01],\n [2.00000000e+01, 6.20559976e-02, 2.97187328e-01, ...,\n 4.65301037e-01, 3.18045821e-03, 4.98528302e-01],\n ...,\n [1.07997000e+06, 6.63753226e-02, 3.04497659e-01, ...,\n 4.75782394e-01, 3.25210113e-03, 4.98469174e-01],\n [1.07998000e+06, 6.63750768e-02, 3.04497272e-01, ...,\n 4.75781798e-01, 3.25209717e-03, 4.98469174e-01],\n [1.07999000e+06, 6.63748384e-02, 3.04496884e-01, ...,\n 4.75781202e-01, 3.25209298e-03, 4.98469174e-01]]), 8776741: array([[0.00000000e+00, 3.15845460e-01, 4.23636109e-01, ...,\n 6.48406506e-01, 5.75338490e-03, 4.93999392e-01],\n [1.00000000e+01, 3.15845907e-01, 4.23617184e-01, ...,\n 6.48380518e-01, 5.75315440e-03, 4.93998796e-01],\n [2.00000000e+01, 3.15846384e-01, 4.23617780e-01, ...,\n 6.48381412e-01, 5.75316232e-03, 4.93998826e-01],\n ...,\n [1.07997000e+06, 3.28112870e-01, 4.29240763e-01, ...,\n 6.56093121e-01, 5.82158938e-03, 4.93866652e-01],\n [1.07998000e+06, 3.28110904e-01, 4.29239929e-01, ...,\n 6.56091928e-01, 5.82157867e-03, 4.93866682e-01],\n [1.07999000e+06, 3.28108966e-01, 4.29239094e-01, ...,\n 6.56090856e-01, 5.82156936e-03, 4.93866712e-01]]), 8780837: array([[0.00000000e+00, 3.67409550e-02, 2.19480976e-01, ...,\n 3.49277675e-01, 5.53530362e-03, 4.96726841e-01],\n [1.00000000e+01, 3.67409810e-02, 2.19457805e-01, ...,\n 3.49243104e-01, 5.53475600e-03, 4.96726632e-01],\n [2.00000000e+01, 3.67410071e-02, 2.19458282e-01, ...,\n 3.49243790e-01, 5.53476671e-03, 4.96726632e-01],\n ...,\n [1.07997000e+06, 7.72482604e-02, 2.88081259e-01, ...,\n 4.49248910e-01, 7.11963372e-03, 4.94938493e-01],\n [1.07998000e+06, 7.72482306e-02, 2.88081199e-01, ...,\n 4.49248791e-01, 7.11963186e-03, 4.94938493e-01],\n [1.07999000e+06, 7.72482008e-02, 2.88081139e-01, ...,\n 4.49248761e-01, 7.11963139e-03, 4.94938493e-01]]), 8776743: array([[0.00000000e+00, 4.28382866e-03, 1.46116138e-01, ...,\n 2.38775596e-01, 4.67271218e-03, 4.99488175e-01],\n [1.00000000e+01, 4.28382866e-03, 1.46118581e-01, ...,\n 2.38779455e-01, 4.67278762e-03, 4.99488026e-01],\n [2.00000000e+01, 4.28382866e-03, 1.46118566e-01, ...,\n 2.38779426e-01, 4.67278715e-03, 4.99488026e-01],\n ...,\n [1.07997000e+06, 1.01250205e-02, 2.04062179e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07998000e+06, 1.01250149e-02, 2.04062119e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07999000e+06, 1.01250093e-02, 2.04062089e-01, ...,\n 3.29434305e-01, 6.44685514e-03, 4.99150962e-01]]), 8780839: array([[0.00000000e+00, 1.72656730e-01, 2.74487913e-01, ...,\n 4.23897892e-01, 5.32535044e-03, 4.87786680e-01],\n [1.00000000e+01, 1.72657758e-01, 2.74475008e-01, ...,\n 4.23879832e-01, 5.32512367e-03, 4.87785429e-01],\n [2.00000000e+01, 1.72658771e-01, 2.74475843e-01, ...,\n 4.23880994e-01, 5.32513810e-03, 4.87785399e-01],\n ...,\n [1.07997000e+06, 3.41314465e-01, 3.48215669e-01, ...,\n 5.24492621e-01, 6.58910349e-03, 4.82528538e-01],\n [1.07998000e+06, 3.41313601e-01, 3.48215342e-01, ...,\n 5.24492264e-01, 6.58909883e-03, 4.82528567e-01],\n [1.07999000e+06, 3.41312736e-01, 3.48215103e-01, ...,\n 5.24491906e-01, 6.58909418e-03, 4.82528567e-01]]), 8780841: array([[0.00000000e+00, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n [1.00000000e+01, 9.36573488e-05, 3.53904851e-02, ...,\n 5.88978492e-02, 3.97958420e-03, 4.99981761e-01],\n [2.00000000e+01, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n ...,\n [1.07997000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07998000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07999000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01]]), 8776745: array([[0.00000000e+00, 7.88794383e-02, 2.57932127e-01, ...,\n 3.97890121e-01, 7.62241567e-03, 4.89167988e-01],\n [1.00000000e+01, 7.88840353e-02, 2.57902443e-01, ...,\n 3.97848785e-01, 7.62162404e-03, 4.89164919e-01],\n [2.00000000e+01, 7.88885951e-02, 2.57908374e-01, ...,\n 3.97857070e-01, 7.62178283e-03, 4.89164621e-01],\n ...,\n [1.07997000e+06, 6.61130995e-02, 2.42276073e-01, ...,\n 3.75951946e-01, 7.20214425e-03, 4.90222156e-01],\n [1.07998000e+06, 6.61129057e-02, 2.42275849e-01, ...,\n 3.75951588e-01, 7.20213726e-03, 4.90222186e-01],\n [1.07999000e+06, 6.61127120e-02, 2.42275566e-01, ...,\n 3.75951231e-01, 7.20213074e-03, 4.90222186e-01]]), 8780843: array([[0.00000000e+00, 4.55893838e-04, 4.78210263e-02, ...,\n 7.91743919e-02, 3.01043317e-03, 4.99670237e-01],\n [1.00000000e+01, 4.55894246e-04, 4.78026047e-02, ...,\n 7.91442096e-02, 3.00928554e-03, 4.99669939e-01],\n [2.00000000e+01, 4.55894624e-04, 4.77991365e-02, ...,\n 7.91385099e-02, 3.00906878e-03, 4.99669880e-01],\n ...,\n [1.07997000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07998000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07999000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01]]), 8776747: array([[0.00000000e+00, 2.77376530e-04, 6.55748397e-02, ...,\n 1.08845666e-01, 5.25824446e-03, 4.99961406e-01],\n [1.00000000e+01, 2.77375191e-04, 6.56193346e-02, ...,\n 1.08919077e-01, 5.26179094e-03, 4.99961436e-01],\n [2.00000000e+01, 2.77373882e-04, 6.56326264e-02, ...,\n 1.08940989e-01, 5.26284939e-03, 4.99961436e-01],\n ...,\n [1.07997000e+06, 2.45644851e-03, 1.80498347e-01, ...,\n 2.95373976e-01, 1.42692737e-02, 4.99651760e-01],\n [1.07998000e+06, 2.45644501e-03, 1.80498242e-01, ...,\n 2.95373827e-01, 1.42692663e-02, 4.99651760e-01],\n [1.07999000e+06, 2.45644152e-03, 1.80498138e-01, ...,\n 2.95373648e-01, 1.42692579e-02, 4.99651760e-01]]), 8780845: array([[0.00000000e+00, 1.25307664e-01, 1.96019202e-01, ...,\n 2.98259944e-01, 7.93244503e-03, 4.32307899e-01],\n [1.00000000e+01, 1.25308484e-01, 1.96186021e-01, ...,\n 2.98486382e-01, 7.93846790e-03, 4.32347715e-01],\n [2.00000000e+01, 1.25309318e-01, 1.96182892e-01, ...,\n 2.98482150e-01, 7.93835521e-03, 4.32344794e-01],\n ...,\n [1.07997000e+06, 2.11836770e-01, 2.34775349e-01, ...,\n 3.49923015e-01, 9.30646341e-03, 4.11838382e-01],\n [1.07998000e+06, 2.11836189e-01, 2.34775111e-01, ...,\n 3.49922717e-01, 9.30645503e-03, 4.11838502e-01],\n [1.07999000e+06, 2.11835608e-01, 2.34774932e-01, ...,\n 3.49922478e-01, 9.30644944e-03, 4.11838651e-01]]), 8776749: array([[0.00000000e+00, 8.12010229e-01, 2.44354799e-01, ...,\n 3.57456416e-01, 7.52539840e-03, 2.50000000e-01],\n [1.00000000e+01, 8.12016606e-01, 3.11656654e-01, ...,\n 1.90277457e-01, 4.00584145e-03, 3.08377385e-01],\n [2.00000000e+01, 8.12027395e-01, 2.44454980e-01, ...,\n 3.57584894e-01, 7.52810342e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.23776066e-01, 3.12299877e-01, ...,\n 1.90910280e-01, 4.01916401e-03, 3.05797458e-01],\n [1.07998000e+06, 8.23768318e-01, 2.45551288e-01, ...,\n 3.58991206e-01, 7.55770970e-03, 2.50000000e-01],\n [1.07999000e+06, 8.23763907e-01, 3.12299192e-01, ...,\n 1.90909654e-01, 4.01915098e-03, 3.05800021e-01]]), 8780847: array([[0.00000000e+00, 2.01095894e-01, 4.34678979e-02, ...,\n 3.79418507e-02, 3.24289338e-03, 2.50000000e-01],\n [1.00000000e+01, 2.01106444e-01, 4.34684381e-02, ...,\n 3.79426777e-02, 3.24296393e-03, 2.50000000e-01],\n [2.00000000e+01, 2.01117024e-01, 4.34689820e-02, ...,\n 3.79435085e-02, 3.24303494e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.33610696e-01, 3.96134853e-02, ...,\n 3.21226530e-02, 2.74552591e-03, 2.50000000e-01],\n [1.07998000e+06, 1.33608773e-01, 3.96133587e-02, ...,\n 3.21224704e-02, 2.74551031e-03, 2.50000000e-01],\n [1.07999000e+06, 1.33606836e-01, 3.96132320e-02, ...,\n 3.21222879e-02, 2.74549471e-03, 2.50000000e-01]]), 8776751: array([[0.00000000e+00, 9.16483160e-03, 1.68582022e-01, ...,\n 2.73540020e-01, 5.77088678e-03, 4.98843014e-01],\n [1.00000000e+01, 9.16485302e-03, 1.68574601e-01, ...,\n 2.73528427e-01, 5.77064231e-03, 4.98843193e-01],\n [2.00000000e+01, 9.16487444e-03, 1.68574825e-01, ...,\n 2.73528755e-01, 5.77064930e-03, 4.98843193e-01],\n ...,\n [1.07997000e+06, 2.81743184e-02, 2.58114636e-01, ...,\n 4.09717232e-01, 8.64382368e-03, 4.97756422e-01],\n [1.07998000e+06, 2.81742662e-02, 2.58114457e-01, ...,\n 4.09716934e-01, 8.64381716e-03, 4.97756422e-01],\n [1.07999000e+06, 2.81742159e-02, 2.58114308e-01, ...,\n 4.09716666e-01, 8.64381157e-03, 4.97756422e-01]]), 8780849: array([[0.00000000e+00, 7.68994331e-01, 6.16042726e-02, ...,\n 4.93530296e-02, 5.14094066e-03, 2.50000000e-01],\n [1.00000000e+01, 7.68985689e-01, 6.16041161e-02, ...,\n 4.93528098e-02, 5.14091738e-03, 2.50000000e-01],\n [2.00000000e+01, 7.68977046e-01, 6.16039596e-02, ...,\n 4.93525900e-02, 5.14089456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27047074e+00, 6.93593472e-02, ...,\n 6.04366548e-02, 6.29548496e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27046120e+00, 6.93592131e-02, ...,\n 6.04364723e-02, 6.29546586e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27045166e+00, 6.93590865e-02, ...,\n 6.04362935e-02, 6.29544724e-03, 2.50000000e-01]]), 8776753: array([[0.00000000e+00, 7.84147680e-02, 3.02545160e-01, ...,\n 4.72301841e-01, 3.08089913e-03, 4.98214483e-01],\n [1.00000000e+01, 7.84145966e-02, 3.02484095e-01, ...,\n 4.72214669e-01, 3.08033032e-03, 4.98213917e-01],\n [2.00000000e+01, 7.84144327e-02, 3.02485049e-01, ...,\n 4.72216010e-01, 3.08033917e-03, 4.98213917e-01],\n ...,\n [1.07997000e+06, 8.57523829e-02, 3.12354296e-01, ...,\n 4.86268848e-01, 3.17200809e-03, 4.98118222e-01],\n [1.07998000e+06, 8.57522339e-02, 3.12354118e-01, ...,\n 4.86268610e-01, 3.17200646e-03, 4.98118222e-01],\n [1.07999000e+06, 8.57520849e-02, 3.12353909e-01, ...,\n 4.86268252e-01, 3.17200413e-03, 4.98118222e-01]]), 8776755: array([[0.00000000e+00, 8.11311752e-02, 2.79327631e-01, ...,\n 4.34301794e-01, 1.52386595e-02, 4.86268073e-01],\n [1.00000000e+01, 8.11308697e-02, 2.79336810e-01, ...,\n 4.34314817e-01, 1.52391167e-02, 4.86268759e-01],\n [2.00000000e+01, 8.11305642e-02, 2.79336274e-01, ...,\n 4.34314042e-01, 1.52390897e-02, 4.86268789e-01],\n ...,\n [1.07997000e+06, 9.06137526e-02, 2.90546864e-01, ...,\n 4.50127870e-01, 1.57939605e-02, 4.85356569e-01],\n [1.07998000e+06, 9.06135663e-02, 2.90546626e-01, ...,\n 4.50127572e-01, 1.57939494e-02, 4.85356569e-01],\n [1.07999000e+06, 9.06133875e-02, 2.90546447e-01, ...,\n 4.50127304e-01, 1.57939401e-02, 4.85356599e-01]]), 8776757: array([[0.00000000e+00, 4.70651500e-03, 1.83372423e-01, ...,\n 2.96046168e-01, 9.83542018e-03, 4.99080241e-01],\n [1.00000000e+01, 4.70651500e-03, 1.83367416e-01, ...,\n 2.96038449e-01, 9.83516406e-03, 4.99080390e-01],\n [2.00000000e+01, 4.70651500e-03, 1.83367446e-01, ...,\n 2.96038508e-01, 9.83516593e-03, 4.99080390e-01],\n ...,\n [1.07997000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07998000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07999000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01]]), 8776759: array([[0.00000000e+00, 4.41894323e-01, 3.85104924e-01, ...,\n 5.82951486e-01, 4.12271218e-03, 4.89767283e-01],\n [1.00000000e+01, 4.41897035e-01, 3.85106623e-01, ...,\n 5.82953811e-01, 4.12272848e-03, 4.89765704e-01],\n [2.00000000e+01, 4.41899717e-01, 3.85107428e-01, ...,\n 5.82954943e-01, 4.12273640e-03, 4.89765674e-01],\n ...,\n [1.07997000e+06, 4.41529155e-01, 3.84997755e-01, ...,\n 5.82807243e-01, 4.12169192e-03, 4.89770502e-01],\n [1.07998000e+06, 4.41525936e-01, 3.84996802e-01, ...,\n 5.82805991e-01, 4.12168307e-03, 4.89770532e-01],\n [1.07999000e+06, 4.41522688e-01, 3.84995878e-01, ...,\n 5.82804799e-01, 4.12167469e-03, 4.89770591e-01]]), 8776761: array([[0.00000000e+00, 1.56136975e-01, 4.73793596e-01, ...,\n 7.22560585e-01, 3.87639808e-03, 4.98811960e-01],\n [1.00000000e+01, 1.56132624e-01, 4.73820686e-01, ...,\n 7.22597599e-01, 3.87659646e-03, 4.98812109e-01],\n [2.00000000e+01, 1.56128302e-01, 4.73815441e-01, ...,\n 7.22590446e-01, 3.87655827e-03, 4.98812109e-01],\n ...,\n [1.07997000e+06, 5.88655099e-02, 3.35001737e-01, ...,\n 5.27403176e-01, 2.82941619e-03, 4.99327004e-01],\n [1.07998000e+06, 5.88653758e-02, 3.35001409e-01, ...,\n 5.27402759e-01, 2.82941386e-03, 4.99327004e-01],\n [1.07999000e+06, 5.88652417e-02, 3.35001141e-01, ...,\n 5.27402341e-01, 2.82941177e-03, 4.99327004e-01]]), 8776763: array([[0.00000000e+00, 8.46178293e-01, 4.32164997e-01, ...,\n 6.54097140e-01, 4.65881173e-03, 4.86565620e-01],\n [1.00000000e+01, 8.46177518e-01, 4.32168007e-01, ...,\n 6.54101312e-01, 4.65884153e-03, 4.86559629e-01],\n [2.00000000e+01, 8.46176803e-01, 4.32167888e-01, ...,\n 6.54101074e-01, 4.65883967e-03, 4.86559629e-01],\n ...,\n [1.07997000e+06, 9.00241435e-01, 4.41325039e-01, ...,\n 6.66415215e-01, 4.74654743e-03, 4.86087918e-01],\n [1.07998000e+06, 9.00234938e-01, 4.41324025e-01, ...,\n 6.66413844e-01, 4.74653766e-03, 4.86087978e-01],\n [1.07999000e+06, 9.00228441e-01, 4.41322982e-01, ...,\n 6.66412473e-01, 4.74652788e-03, 4.86088008e-01]]), 8776765: array([[0.00000000e+00, 5.49619794e-02, 3.26857418e-01, ...,\n 5.18501520e-01, 6.99732127e-03, 4.98611629e-01],\n [1.00000000e+01, 5.49619980e-02, 3.26875627e-01, ...,\n 5.18528461e-01, 6.99768495e-03, 4.98611659e-01],\n [2.00000000e+01, 5.49620166e-02, 3.26875359e-01, ...,\n 5.18527985e-01, 6.99767843e-03, 4.98611659e-01],\n ...,\n [1.07997000e+06, 5.41896410e-02, 3.25165510e-01, ...,\n 5.15997052e-01, 6.96352310e-03, 4.98623192e-01],\n [1.07998000e+06, 5.41894846e-02, 3.25165123e-01, ...,\n 5.15996516e-01, 6.96351565e-03, 4.98623192e-01],\n [1.07999000e+06, 5.41893281e-02, 3.25164795e-01, ...,\n 5.15995979e-01, 6.96350867e-03, 4.98623192e-01]]), 8776767: array([[0.00000000e+00, 4.14206460e-02, 3.17095309e-01, ...,\n 5.05595863e-01, 2.45196838e-03, 4.99644637e-01],\n [1.00000000e+01, 4.14206572e-02, 3.17122787e-01, ...,\n 5.05636990e-01, 2.45216792e-03, 4.99644637e-01],\n [2.00000000e+01, 4.14206684e-02, 3.17122370e-01, ...,\n 5.05636334e-01, 2.45216466e-03, 4.99644637e-01],\n ...,\n [1.07997000e+06, 4.14096974e-02, 3.17090929e-01, ...,\n 5.05589306e-01, 2.45193648e-03, 4.99644667e-01],\n [1.07998000e+06, 4.14095931e-02, 3.17090660e-01, ...,\n 5.05588830e-01, 2.45193415e-03, 4.99644667e-01],\n [1.07999000e+06, 4.14094925e-02, 3.17090333e-01, ...,\n 5.05588412e-01, 2.45193229e-03, 4.99644667e-01]]), 8776769: array([[0.00000000e+00, 9.01433587e-01, 5.66652000e-01, ...,\n 8.69386613e-01, 9.65985134e-02, 4.21070665e-01],\n [1.00000000e+01, 9.01411116e-01, 5.66647053e-01, ...,\n 8.69379818e-01, 9.65977609e-02, 4.21071738e-01],\n [2.00000000e+01, 9.01391983e-01, 5.66642761e-01, ...,\n 8.69373858e-01, 9.65970978e-02, 4.21072662e-01],\n ...,\n [1.07997000e+06, 9.55379128e-01, 5.78215241e-01, ...,\n 8.85327160e-01, 9.83696878e-02, 4.18428659e-01],\n [1.07998000e+06, 9.55372274e-01, 5.78213811e-01, ...,\n 8.85325313e-01, 9.83694792e-02, 4.18428987e-01],\n [1.07999000e+06, 9.55365539e-01, 5.78212500e-01, ...,\n 8.85323346e-01, 9.83692631e-02, 4.18429345e-01]]), 8776771: array([[0.00000000e+00, 5.12463693e-03, 2.81570256e-01, ...,\n 4.56332326e-01, 3.25951688e-02, 4.99502122e-01],\n [1.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n [2.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n ...,\n [1.07997000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07998000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07999000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01]]), 8776773: array([[0.00000000e+00, 9.70974639e-02, 3.22797090e-01, ...,\n 5.05050540e-01, 3.56926187e-03, 4.98137295e-01],\n [1.00000000e+01, 9.71048772e-02, 3.22824866e-01, ...,\n 5.05090415e-01, 3.56954359e-03, 4.98137355e-01],\n [2.00000000e+01, 9.71122682e-02, 3.22833389e-01, ...,\n 5.05102634e-01, 3.56962997e-03, 4.98137265e-01],\n ...,\n [1.07997000e+06, 9.85560864e-02, 3.24558020e-01, ...,\n 5.07576823e-01, 3.58711532e-03, 4.98121172e-01],\n [1.07998000e+06, 9.85556319e-02, 3.24557513e-01, ...,\n 5.07576108e-01, 3.58711043e-03, 4.98121172e-01],\n [1.07999000e+06, 9.85551849e-02, 3.24556947e-01, ...,\n 5.07575393e-01, 3.58710531e-03, 4.98121172e-01]]), 8776775: array([[0.00000000e+00, 1.10840254e-01, 2.83998519e-01, ...,\n 4.40636605e-01, 3.84835480e-03, 4.95411903e-01],\n [1.00000000e+01, 1.10839739e-01, 2.84074396e-01, ...,\n 4.40743595e-01, 3.84928915e-03, 4.95413452e-01],\n [2.00000000e+01, 1.10839233e-01, 2.84072459e-01, ...,\n 4.40740794e-01, 3.84926470e-03, 4.95413423e-01],\n ...,\n [1.07997000e+06, 1.71358317e-01, 3.30977976e-01, ...,\n 5.05889475e-01, 4.41824878e-03, 4.94101942e-01],\n [1.07998000e+06, 1.71357840e-01, 3.30977678e-01, ...,\n 5.05889058e-01, 4.41824505e-03, 4.94101942e-01],\n [1.07999000e+06, 1.71357349e-01, 3.30977350e-01, ...,\n 5.05888641e-01, 4.41824133e-03, 4.94101971e-01]]), 8776777: array([[0.00000000e+00, 1.40545825e-02, 2.39569619e-01, ...,\n 3.86336237e-01, 2.24744761e-03, 4.99773771e-01],\n [1.00000000e+01, 1.40546095e-02, 2.39577323e-01, ...,\n 3.86348039e-01, 2.24751630e-03, 4.99773771e-01],\n [2.00000000e+01, 1.40546365e-02, 2.39577398e-01, ...,\n 3.86348188e-01, 2.24751700e-03, 4.99773771e-01],\n ...,\n [1.07997000e+06, 2.34399438e-02, 2.90782958e-01, ...,\n 4.64117736e-01, 2.69992859e-03, 4.99694020e-01],\n [1.07998000e+06, 2.34398842e-02, 2.90782690e-01, ...,\n 4.64117348e-01, 2.69992626e-03, 4.99694020e-01],\n [1.07999000e+06, 2.34398264e-02, 2.90782392e-01, ...,\n 4.64116871e-01, 2.69992347e-03, 4.99694020e-01]]), 8776779: array([[0.00000000e+00, 7.87812293e-01, 3.09891045e-01, ...,\n 4.63781476e-01, 3.30328685e-03, 4.60116088e-01],\n [1.00000000e+01, 7.87809134e-01, 3.09887737e-01, ...,\n 4.63777065e-01, 3.30325565e-03, 4.60139632e-01],\n [2.00000000e+01, 7.87805974e-01, 3.09887320e-01, ...,\n 4.63776559e-01, 3.30325193e-03, 4.60139722e-01],\n ...,\n [1.07997000e+06, 1.32979536e+00, 4.33540642e-01, ...,\n 2.68213034e-01, 1.91034924e-03, 4.67992008e-01],\n [1.07998000e+06, 1.32978129e+00, 3.67399275e-01, ...,\n 5.38761258e-01, 3.83733097e-03, 4.47185069e-01],\n [1.07999000e+06, 1.32977402e+00, 4.33538526e-01, ...,\n 2.68213749e-01, 1.91035436e-03, 4.67992604e-01]]), 8776781: array([[0.00000000e+00, 2.19001710e-01, 3.30167770e-01, ...,\n 5.08767903e-01, 7.55970133e-03, 4.86952186e-01],\n [1.00000000e+01, 2.19010025e-01, 3.30320984e-01, ...,\n 5.08980989e-01, 7.56286737e-03, 4.86959666e-01],\n [2.00000000e+01, 2.19018325e-01, 3.30322355e-01, ...,\n 5.08982837e-01, 7.56289484e-03, 4.86959130e-01],\n ...,\n [1.07997000e+06, 2.70505071e-01, 3.55548859e-01, ...,\n 5.43828368e-01, 8.08065943e-03, 4.85280395e-01],\n [1.07998000e+06, 2.70503789e-01, 3.55548233e-01, ...,\n 5.43827534e-01, 8.08064640e-03, 4.85280424e-01],\n [1.07999000e+06, 2.70502508e-01, 3.55547696e-01, ...,\n 5.43826759e-01, 8.08063522e-03, 4.85280454e-01]]), 8776783: array([[0.00000000e+00, 2.32336321e-03, 1.33345768e-01, ...,\n 2.18734816e-01, 5.92777273e-03, 4.99618590e-01],\n [1.00000000e+01, 2.32338300e-03, 1.33349374e-01, ...,\n 2.18740582e-01, 5.92792919e-03, 4.99618769e-01],\n [2.00000000e+01, 2.32340256e-03, 1.33349836e-01, ...,\n 2.18741357e-01, 5.92795014e-03, 4.99618769e-01],\n ...,\n [1.07997000e+06, 4.77239490e-03, 1.77087545e-01, ...,\n 2.88132340e-01, 7.80846458e-03, 4.99419302e-01],\n [1.07998000e+06, 4.77237254e-03, 1.77087232e-01, ...,\n 2.88131833e-01, 7.80845061e-03, 4.99419302e-01],\n [1.07999000e+06, 4.77235019e-03, 1.77086890e-01, ...,\n 2.88131297e-01, 7.80843617e-03, 4.99419302e-01]]), 8776785: array([[0.00000000e+00, 6.86420128e-02, 2.38791972e-01, ...,\n 3.82365733e-01, 1.17578648e-03, 4.99272466e-01],\n [1.00000000e+01, 6.86425045e-02, 2.38755181e-01, ...,\n 3.82310063e-01, 1.17561524e-03, 4.99272346e-01],\n [2.00000000e+01, 6.86429963e-02, 2.38756478e-01, ...,\n 3.82312000e-01, 1.17562118e-03, 4.99272346e-01],\n ...,\n [1.07997000e+06, 1.97343320e-01, 3.52118433e-01, ...,\n 5.48646212e-01, 1.68710400e-03, 4.98650461e-01],\n [1.07998000e+06, 1.97342098e-01, 3.52117687e-01, ...,\n 5.48645079e-01, 1.68710051e-03, 4.98650461e-01],\n [1.07999000e+06, 1.97340891e-01, 3.52116913e-01, ...,\n 5.48643947e-01, 1.68709701e-03, 4.98650491e-01]]), 8776787: array([[0.00000000e+00, 1.06889950e-02, 2.55226225e-01, ...,\n 4.10779744e-01, 8.31537973e-03, 4.99463111e-01],\n [1.00000000e+01, 1.06890006e-02, 2.55236804e-01, ...,\n 4.10795927e-01, 8.31570663e-03, 4.99463052e-01],\n [2.00000000e+01, 1.06890053e-02, 2.55236655e-01, ...,\n 4.10795718e-01, 8.31570290e-03, 4.99463052e-01],\n ...,\n [1.07997000e+06, 2.08585355e-02, 3.28253627e-01, ...,\n 5.20599186e-01, 1.05384449e-02, 4.99202818e-01],\n [1.07998000e+06, 2.08585113e-02, 3.28253478e-01, ...,\n 5.20598888e-01, 1.05384393e-02, 4.99202818e-01],\n [1.07999000e+06, 2.08584871e-02, 3.28253388e-01, ...,\n 5.20598769e-01, 1.05384365e-02, 4.99202818e-01]]), 8776789: array([[0.00000000e+00, 4.97920178e-02, 4.86538678e-01, ...,\n 7.87982702e-01, 2.18884096e-01, 4.96299475e-01],\n [1.00000000e+01, 4.97928932e-02, 4.86553043e-01, ...,\n 7.88004935e-01, 2.18890265e-01, 4.96299356e-01],\n [2.00000000e+01, 4.97935042e-02, 4.86555159e-01, ...,\n 7.88008153e-01, 2.18891159e-01, 4.96299326e-01],\n ...,\n [1.07997000e+06, 8.77193883e-02, 6.03742838e-01, ...,\n 9.67884839e-01, 2.68856913e-01, 4.94832784e-01],\n [1.07998000e+06, 8.77191350e-02, 6.03742182e-01, ...,\n 9.67883945e-01, 2.68856674e-01, 4.94832814e-01],\n [1.07999000e+06, 8.77188891e-02, 6.03741527e-01, ...,\n 9.67882752e-01, 2.68856347e-01, 4.94832814e-01]]), 8776791: array([[0.00000000e+00, 6.95235431e-02, 2.13563681e-01, ...,\n 3.40915471e-01, 3.62676047e-02, 4.60611582e-01],\n [1.00000000e+01, 6.95245489e-02, 2.13571966e-01, ...,\n 3.40927929e-01, 3.62689309e-02, 4.60612357e-01],\n [2.00000000e+01, 6.95255250e-02, 2.13572979e-01, ...,\n 3.40929419e-01, 3.62690873e-02, 4.60612029e-01],\n ...,\n [1.07997000e+06, 2.04282284e-01, 3.16580057e-01, ...,\n 4.90690708e-01, 5.22011407e-02, 4.26125407e-01],\n [1.07998000e+06, 2.04281002e-01, 3.16579282e-01, ...,\n 4.90689635e-01, 5.22010252e-02, 4.26125675e-01],\n [1.07999000e+06, 2.04279706e-01, 3.16578597e-01, ...,\n 4.90688622e-01, 5.22009172e-02, 4.26125944e-01]]), 8776793: array([[0.00000000e+00, 9.14108694e-01, 4.03542757e-01, ...,\n 6.07532084e-01, 6.63244631e-03, 4.70495969e-01],\n [1.00000000e+01, 9.14086163e-01, 4.03537512e-01, ...,\n 6.07525170e-01, 6.63237087e-03, 4.70505118e-01],\n [2.00000000e+01, 9.14063752e-01, 4.03534174e-01, ...,\n 6.07520700e-01, 6.63232198e-03, 4.70505506e-01],\n ...,\n [1.07997000e+06, 9.89911139e-01, 4.14448231e-01, ...,\n 6.22061074e-01, 6.79105939e-03, 4.69178051e-01],\n [1.07998000e+06, 9.89904046e-01, 4.14447248e-01, ...,\n 6.22059762e-01, 6.79104542e-03, 4.69178140e-01],\n [1.07999000e+06, 9.89897013e-01, 4.14446294e-01, ...,\n 6.22058511e-01, 6.79103145e-03, 4.69178289e-01]]), 8776795: array([[0.00000000e+00, 8.23701732e-04, 8.42881575e-02, ...,\n 1.39615253e-01, 2.09318218e-03, 4.99961495e-01],\n [1.00000000e+01, 8.23705632e-04, 8.42890069e-02, ...,\n 1.39616638e-01, 2.09320290e-03, 4.99961495e-01],\n [2.00000000e+01, 8.23709532e-04, 8.42893124e-02, ...,\n 1.39617130e-01, 2.09321035e-03, 4.99961495e-01],\n ...,\n [1.07997000e+06, 6.47152402e-03, 2.08937332e-01, ...,\n 3.40147525e-01, 5.09966305e-03, 4.99743283e-01],\n [1.07998000e+06, 6.47151377e-03, 2.08937198e-01, ...,\n 3.40147287e-01, 5.09965932e-03, 4.99743283e-01],\n [1.07999000e+06, 6.47150353e-03, 2.08937064e-01, ...,\n 3.40147108e-01, 5.09965653e-03, 4.99743283e-01]]), 8776797: array([[0.00000000e+00, 2.16078777e-02, 1.99894160e-01, ...,\n 3.21906924e-01, 1.32471987e-03, 4.99558419e-01],\n [1.00000000e+01, 2.16080062e-02, 1.99874565e-01, ...,\n 3.21876943e-01, 1.32459647e-03, 4.99558419e-01],\n [2.00000000e+01, 2.16081329e-02, 1.99875340e-01, ...,\n 3.21878105e-01, 1.32460124e-03, 4.99558419e-01],\n ...,\n [1.07997000e+06, 4.33341414e-02, 2.59614319e-01, ...,\n 4.11852419e-01, 1.69486587e-03, 4.99334604e-01],\n [1.07998000e+06, 4.33339812e-02, 2.59613961e-01, ...,\n 4.11851823e-01, 1.69486343e-03, 4.99334604e-01],\n [1.07999000e+06, 4.33338210e-02, 2.59613603e-01, ...,\n 4.11851317e-01, 1.69486133e-03, 4.99334604e-01]]), 8776799: array([[0.00000000e+00, 8.14664066e-01, 3.25569868e-01, ...,\n 4.88362491e-01, 3.98988975e-03, 4.60571915e-01],\n [1.00000000e+01, 8.14664841e-01, 3.25564414e-01, ...,\n 4.88355309e-01, 3.98983108e-03, 4.60616678e-01],\n [2.00000000e+01, 8.14665616e-01, 3.25564474e-01, ...,\n 4.88355368e-01, 3.98983154e-03, 4.60616678e-01],\n ...,\n [1.07997000e+06, 1.37629521e+00, 3.86619866e-01, ...,\n 5.68212152e-01, 4.64225654e-03, 4.47461843e-01],\n [1.07998000e+06, 1.37628734e+00, 4.56493556e-01, ...,\n 2.92581141e-01, 2.39036884e-03, 4.69719470e-01],\n [1.07999000e+06, 1.37627268e+00, 3.86617988e-01, ...,\n 5.68209648e-01, 4.64223605e-03, 4.47462201e-01]]), 8776801: array([[0.00000000e+00, 8.78372639e-02, 4.50957537e-01, ...,\n 7.08999753e-01, 6.38738498e-02, 4.92871881e-01],\n [1.00000000e+01, 8.78374279e-02, 4.50944334e-01, ...,\n 7.08980560e-01, 6.38721213e-02, 4.92871672e-01],\n [2.00000000e+01, 8.78375694e-02, 4.50944811e-01, ...,\n 7.08981335e-01, 6.38721883e-02, 4.92871672e-01],\n ...,\n [1.07997000e+06, 7.37359971e-02, 4.22954917e-01, ...,\n 6.68173015e-01, 6.01957664e-02, 4.93567735e-01],\n [1.07998000e+06, 7.37358183e-02, 4.22954500e-01, ...,\n 6.68172419e-01, 6.01957142e-02, 4.93567765e-01],\n [1.07999000e+06, 7.37356320e-02, 4.22954142e-01, ...,\n 6.68171883e-01, 6.01956658e-02, 4.93567765e-01]]), 8776803: array([[0.00000000e+00, 1.83922704e-02, 2.63536185e-01, ...,\n 4.22639102e-01, 4.04052669e-03, 4.99548256e-01],\n [1.00000000e+01, 1.83922760e-02, 2.63525903e-01, ...,\n 4.22623515e-01, 4.04037768e-03, 4.99548286e-01],\n [2.00000000e+01, 1.83922816e-02, 2.63526082e-01, ...,\n 4.22623754e-01, 4.04038001e-03, 4.99548286e-01],\n ...,\n [1.07997000e+06, 2.09395867e-02, 2.76745319e-01, ...,\n 4.42615241e-01, 4.23150323e-03, 4.99512315e-01],\n [1.07998000e+06, 2.09395550e-02, 2.76745170e-01, ...,\n 4.42614973e-01, 4.23150044e-03, 4.99512315e-01],\n [1.07999000e+06, 2.09395252e-02, 2.76744992e-01, ...,\n 4.42614675e-01, 4.23149765e-03, 4.99512315e-01]]), 8776805: array([[0.00000000e+00, 1.34115238e-04, 3.97623181e-02, ...,\n 6.60964921e-02, 2.36058910e-03, 4.99971807e-01],\n [1.00000000e+01, 1.34115297e-04, 3.97700667e-02, ...,\n 6.61093220e-02, 2.36104731e-03, 4.99971807e-01],\n [2.00000000e+01, 1.34115340e-04, 3.97728868e-02, ...,\n 6.61139935e-02, 2.36121425e-03, 4.99971807e-01],\n ...,\n [1.07997000e+06, 1.54523319e-03, 1.27268180e-01, ...,\n 2.08995596e-01, 7.46412855e-03, 4.99651015e-01],\n [1.07998000e+06, 1.54523284e-03, 1.27268165e-01, ...,\n 2.08995581e-01, 7.46412808e-03, 4.99651015e-01],\n [1.07999000e+06, 1.54523249e-03, 1.27268150e-01, ...,\n 2.08995536e-01, 7.46412668e-03, 4.99651015e-01]]), 8776807: array([[0.00000000e+00, 8.09733942e-02, 3.49916875e-01, ...,\n 5.42742908e-01, 6.16753334e-03, 4.97609496e-01],\n [1.00000000e+01, 8.09734315e-02, 3.49885613e-01, ...,\n 5.42699039e-01, 6.16703462e-03, 4.97609168e-01],\n [2.00000000e+01, 8.09734613e-02, 3.49886298e-01, ...,\n 5.42699933e-01, 6.16704486e-03, 4.97609168e-01],\n ...,\n [1.07997000e+06, 6.45402297e-02, 3.22593749e-01, ...,\n 5.03972173e-01, 5.72695676e-03, 4.97905970e-01],\n [1.07998000e+06, 6.45400807e-02, 3.22593480e-01, ...,\n 5.03971815e-01, 5.72695257e-03, 4.97905970e-01],\n [1.07999000e+06, 6.45399243e-02, 3.22593182e-01, ...,\n 5.03971398e-01, 5.72694791e-03, 4.97905970e-01]]), 8776809: array([[0.00000000e+00, 9.95470822e-01, 6.50799796e-02, ...,\n 5.27311750e-02, 1.05251849e-03, 2.50000000e-01],\n [1.00000000e+01, 9.95457232e-01, 6.50797859e-02, ...,\n 5.27308881e-02, 1.05251267e-03, 2.50000000e-01],\n [2.00000000e+01, 9.95443642e-01, 6.50795847e-02, ...,\n 5.27305976e-02, 1.05250697e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20342803e+00, 6.80133477e-02, ...,\n 5.68930246e-02, 1.13558932e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20341659e+00, 6.80131838e-02, ...,\n 5.68928048e-02, 1.13558490e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20340514e+00, 6.80130348e-02, ...,\n 5.68925887e-02, 1.13558059e-03, 2.50000000e-01]]), 8776811: array([[0.00000000e+00, 7.12223500e-02, 2.82317847e-01, ...,\n 4.46643263e-01, 3.15426034e-03, 4.98449028e-01],\n [1.00000000e+01, 7.12225735e-02, 2.82315433e-01, ...,\n 4.46639717e-01, 3.15423519e-03, 4.98448998e-01],\n [2.00000000e+01, 7.12227970e-02, 2.82315820e-01, ...,\n 4.46640253e-01, 3.15423915e-03, 4.98448998e-01],\n ...,\n [1.07997000e+06, 1.36066586e-01, 3.56992513e-01, ...,\n 5.54257691e-01, 3.91424913e-03, 4.97736365e-01],\n [1.07998000e+06, 1.36065856e-01, 3.56991857e-01, ...,\n 5.54256737e-01, 3.91424261e-03, 4.97736365e-01],\n [1.07999000e+06, 1.36065125e-01, 3.56991112e-01, ...,\n 5.54255784e-01, 3.91423563e-03, 4.97736365e-01]]), 8776813: array([[0.00000000e+00, 1.61543749e-02, 2.75658667e-01, ...,\n 4.33674872e-01, 1.30232694e-02, 4.98100191e-01],\n [1.00000000e+01, 1.61543731e-02, 2.75668174e-01, ...,\n 4.33688670e-01, 1.30236838e-02, 4.98100162e-01],\n [2.00000000e+01, 1.61543731e-02, 2.75668025e-01, ...,\n 4.33688432e-01, 1.30236773e-02, 4.98100162e-01],\n ...,\n [1.07997000e+06, 1.05433981e-03, 9.60457027e-02, ...,\n 1.58046186e-01, 4.74613160e-03, 4.99617398e-01],\n [1.07998000e+06, 1.05433888e-03, 9.60456803e-02, ...,\n 1.58046141e-01, 4.74613067e-03, 4.99617398e-01],\n [1.07999000e+06, 1.05433795e-03, 9.60456431e-02, ...,\n 1.58046082e-01, 4.74612880e-03, 4.99617398e-01]]), 8776815: array([[0.00000000e+00, 5.57679348e-02, 3.06524783e-01, ...,\n 4.75638539e-01, 1.18909637e-02, 4.94631082e-01],\n [1.00000000e+01, 5.57679459e-02, 3.06491703e-01, ...,\n 4.75591928e-01, 1.18897986e-02, 4.94630307e-01],\n [2.00000000e+01, 5.57679571e-02, 3.06492329e-01, ...,\n 4.75592762e-01, 1.18898191e-02, 4.94630307e-01],\n ...,\n [1.07997000e+06, 5.92711009e-02, 3.13199192e-01, ...,\n 4.85022187e-01, 1.21255545e-02, 4.94435728e-01],\n [1.07998000e+06, 5.92710637e-02, 3.13199133e-01, ...,\n 4.85022098e-01, 1.21255526e-02, 4.94435728e-01],\n [1.07999000e+06, 5.92710264e-02, 3.13199013e-01, ...,\n 4.85021949e-01, 1.21255489e-02, 4.94435728e-01]]), 8776817: array([[0.00000000e+00, 6.86516427e-03, 2.26909131e-01, ...,\n 3.66950721e-01, 7.15303561e-03, 4.99612927e-01],\n [1.00000000e+01, 6.86517917e-03, 2.26905495e-01, ...,\n 3.66945058e-01, 7.15292525e-03, 4.99612957e-01],\n [2.00000000e+01, 6.86519360e-03, 2.26905718e-01, ...,\n 3.66945416e-01, 7.15293223e-03, 4.99612957e-01],\n ...,\n [1.07997000e+06, 8.18168838e-03, 2.42719293e-01, ...,\n 3.91325951e-01, 7.62818614e-03, 4.99570787e-01],\n [1.07998000e+06, 8.18167534e-03, 2.42719144e-01, ...,\n 3.91325742e-01, 7.62818195e-03, 4.99570787e-01],\n [1.07999000e+06, 8.18166230e-03, 2.42719010e-01, ...,\n 3.91325474e-01, 7.62817683e-03, 4.99570787e-01]]), 8776819: array([[0.00000000e+00, 7.79018970e-03, 2.31305361e-01, ...,\n 3.64363343e-01, 3.25324424e-02, 4.95593101e-01],\n [1.00000000e+01, 7.79019017e-03, 2.31309950e-01, ...,\n 3.64370048e-01, 3.25330421e-02, 4.95592952e-01],\n [2.00000000e+01, 7.79019063e-03, 2.31309861e-01, ...,\n 3.64369899e-01, 3.25330272e-02, 4.95592952e-01],\n ...,\n [1.07997000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07998000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07999000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01]]), 8776821: array([[0.00000000e+00, 3.13761495e-02, 2.01040506e-01, ...,\n 3.19146454e-01, 2.81682657e-03, 4.97813195e-01],\n [1.00000000e+01, 3.13762650e-02, 2.01023430e-01, ...,\n 3.19121152e-01, 2.81660329e-03, 4.97813076e-01],\n [2.00000000e+01, 3.13763805e-02, 2.01024011e-01, ...,\n 3.19122046e-01, 2.81661120e-03, 4.97813076e-01],\n ...,\n [1.07997000e+06, 6.44306019e-02, 2.61310726e-01, ...,\n 4.06483442e-01, 3.58767388e-03, 4.96665150e-01],\n [1.07998000e+06, 6.44303858e-02, 2.61310458e-01, ...,\n 4.06483024e-01, 3.58767016e-03, 4.96665150e-01],\n [1.07999000e+06, 6.44301623e-02, 2.61310101e-01, ...,\n 4.06482577e-01, 3.58766620e-03, 4.96665180e-01]]), 8776823: array([[0.00000000e+00, 4.60426230e-03, 1.08705133e-01, ...,\n 1.74665868e-01, 2.03099847e-02, 4.81666148e-01],\n [1.00000000e+01, 4.60427999e-03, 1.08684696e-01, ...,\n 1.74634710e-01, 2.03063618e-02, 4.81673181e-01],\n [2.00000000e+01, 4.60429816e-03, 1.08685121e-01, ...,\n 1.74635351e-01, 2.03064363e-02, 4.81673032e-01],\n ...,\n [1.07997000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07998000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07999000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01]]), 8776825: array([[0.00000000e+00, 1.05988728e-02, 2.07834318e-01, ...,\n 3.34955752e-01, 9.93933994e-03, 4.98631060e-01],\n [1.00000000e+01, 1.05989259e-02, 2.07835928e-01, ...,\n 3.34958196e-01, 9.93941259e-03, 4.98631030e-01],\n [2.00000000e+01, 1.05989790e-02, 2.07836285e-01, ...,\n 3.34958762e-01, 9.93942935e-03, 4.98631030e-01],\n ...,\n [1.07997000e+06, 1.04961963e-02, 2.07063973e-01, ...,\n 3.33773077e-01, 9.90424585e-03, 4.98638898e-01],\n [1.07998000e+06, 1.04961451e-02, 2.07063571e-01, ...,\n 3.33772480e-01, 9.90422815e-03, 4.98638898e-01],\n [1.07999000e+06, 1.04960939e-02, 2.07063198e-01, ...,\n 3.33771884e-01, 9.90421046e-03, 4.98638898e-01]]), 8776827: array([[0.00000000e+00, 1.61652721e-03, 1.69318557e-01, ...,\n 2.77491540e-01, 3.90833169e-02, 4.99280661e-01],\n [1.00000000e+01, 1.61654118e-03, 1.69320881e-01, ...,\n 2.77495235e-01, 3.90838385e-02, 4.99280721e-01],\n [2.00000000e+01, 1.61655445e-03, 1.69321463e-01, ...,\n 2.77496189e-01, 3.90839726e-02, 4.99280721e-01],\n ...,\n [1.07997000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07998000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07999000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01]]), 8776829: array([[0.00000000e+00, 1.00865173e+00, 4.61143196e-01, ...,\n 6.99438930e-01, 2.96749664e-03, 4.92498785e-01],\n [1.00000000e+01, 1.00865388e+00, 4.61143345e-01, ...,\n 6.99439228e-01, 2.96749780e-03, 4.92498904e-01],\n [2.00000000e+01, 1.00865591e+00, 4.61143643e-01, ...,\n 6.99439704e-01, 2.96749990e-03, 4.92498875e-01],\n ...,\n [1.07997000e+06, 1.58105671e+00, 5.36107183e-01, ...,\n 7.99407780e-01, 3.39163258e-03, 4.90386337e-01],\n [1.07998000e+06, 1.58104420e+00, 5.36105812e-01, ...,\n 7.99405932e-01, 3.39162466e-03, 4.90386367e-01],\n [1.07999000e+06, 1.58103180e+00, 5.36104500e-01, ...,\n 7.99404263e-01, 3.39161768e-03, 4.90386426e-01]]), 8776831: array([[0.00000000e+00, 3.40047963e-02, 3.14527303e-01, ...,\n 4.95125115e-01, 6.36407593e-03, 4.98861700e-01],\n [1.00000000e+01, 3.40048075e-02, 3.14528078e-01, ...,\n 4.95126247e-01, 6.36409083e-03, 4.98861700e-01],\n [2.00000000e+01, 3.40048186e-02, 3.14528137e-01, ...,\n 4.95126367e-01, 6.36409223e-03, 4.98861700e-01],\n ...,\n [1.07997000e+06, 4.22432534e-02, 3.40341896e-01, ...,\n 5.32380283e-01, 6.84293453e-03, 4.98706669e-01],\n [1.07998000e+06, 4.22432311e-02, 3.40341836e-01, ...,\n 5.32380223e-01, 6.84293360e-03, 4.98706669e-01],\n [1.07999000e+06, 4.22432087e-02, 3.40341747e-01, ...,\n 5.32380164e-01, 6.84293266e-03, 4.98706669e-01]]), 8776833: array([[0.00000000e+00, 1.07164681e+00, 6.60823807e-02, ...,\n 5.35310470e-02, 6.48075656e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07164907e+00, 6.60824105e-02, ...,\n 5.35310917e-02, 6.48076180e-04, 2.50000000e-01],\n [2.00000000e+01, 1.07165134e+00, 6.60824478e-02, ...,\n 5.35311438e-02, 6.48076821e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.40116870e+00, 7.03724027e-02, ...,\n 5.96151687e-02, 7.21733319e-04, 2.50000000e-01],\n [1.07998000e+06, 1.40115476e+00, 7.03722388e-02, ...,\n 5.96149303e-02, 7.21730408e-04, 2.50000000e-01],\n [1.07999000e+06, 1.40114069e+00, 7.03720599e-02, ...,\n 5.96146807e-02, 7.21727381e-04, 2.50000000e-01]]), 8776835: array([[0.00000000e+00, 1.63375400e-02, 2.50480324e-01, ...,\n 4.05254751e-01, 5.98603766e-03, 4.99495268e-01],\n [1.00000000e+01, 1.63375512e-02, 2.50482529e-01, ...,\n 4.05258238e-01, 5.98608935e-03, 4.99495238e-01],\n [2.00000000e+01, 1.63375624e-02, 2.50482559e-01, ...,\n 4.05258268e-01, 5.98608982e-03, 4.99495238e-01],\n ...,\n [1.07997000e+06, 3.24711204e-02, 3.25161517e-01, ...,\n 5.19197404e-01, 7.66909029e-03, 4.99243081e-01],\n [1.07998000e+06, 3.24711129e-02, 3.25161487e-01, ...,\n 5.19197345e-01, 7.66908936e-03, 4.99243081e-01],\n [1.07999000e+06, 3.24711055e-02, 3.25161457e-01, ...,\n 5.19197226e-01, 7.66908750e-03, 4.99243081e-01]]), 8776837: array([[0.00000000e+00, 2.80007673e-03, 1.50089428e-01, ...,\n 2.44561136e-01, 8.64173658e-03, 4.99330640e-01],\n [1.00000000e+01, 2.80007999e-03, 1.50090411e-01, ...,\n 2.44562700e-01, 8.64179153e-03, 4.99330312e-01],\n [2.00000000e+01, 2.80008349e-03, 1.50090471e-01, ...,\n 2.44562775e-01, 8.64179432e-03, 4.99330312e-01],\n ...,\n [1.07997000e+06, 9.54046627e-05, 3.16896476e-02, ...,\n 5.26971221e-02, 1.86208915e-03, 4.99970675e-01],\n [1.07998000e+06, 9.54044444e-05, 3.16896178e-02, ...,\n 5.26970662e-02, 1.86208717e-03, 4.99970675e-01],\n [1.07999000e+06, 9.54042334e-05, 3.16895768e-02, ...,\n 5.26969992e-02, 1.86208484e-03, 4.99970675e-01]]), 8776839: array([[0.00000000e+00, 9.46592167e-03, 2.31569663e-01, ...,\n 3.78541857e-01, 6.17523445e-03, 4.99769866e-01],\n [1.00000000e+01, 9.46592633e-03, 2.31568903e-01, ...,\n 3.78540576e-01, 6.17521349e-03, 4.99769896e-01],\n [2.00000000e+01, 9.46593098e-03, 2.31568947e-01, ...,\n 3.78540635e-01, 6.17521442e-03, 4.99769896e-01],\n ...,\n [1.07997000e+06, 2.70267371e-02, 3.47516805e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07998000e+06, 2.70267352e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07999000e+06, 2.70267334e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01]]), 8776841: array([[0.00000000e+00, 1.08944452e+00, 6.79706812e-01, ...,\n 1.05521011e+00, 2.96407342e-02, 4.88767713e-01],\n [1.00000000e+01, 1.08944917e+00, 6.79664195e-01, ...,\n 1.05514991e+00, 2.96390429e-02, 4.88766015e-01],\n [2.00000000e+01, 1.08945370e+00, 6.79666102e-01, ...,\n 1.05515254e+00, 2.96391174e-02, 4.88766044e-01],\n ...,\n [1.07997000e+06, 1.43569958e+00, 7.51511633e-01, ...,\n 1.15579987e+00, 3.24662887e-02, 4.87220436e-01],\n [1.07998000e+06, 1.43568552e+00, 7.51509130e-01, ...,\n 1.15579641e+00, 3.24661918e-02, 4.87220496e-01],\n [1.07999000e+06, 1.43567157e+00, 7.51506567e-01, ...,\n 1.15579295e+00, 3.24660949e-02, 4.87220556e-01]]), 8776843: array([[0.00000000e+00, 7.18424261e-01, 4.57934916e-01, ...,\n 6.88651562e-01, 2.02128431e-03, 4.95526582e-01],\n [1.00000000e+01, 7.18413115e-01, 4.57929224e-01, ...,\n 6.88643992e-01, 2.02126219e-03, 4.95528638e-01],\n [2.00000000e+01, 7.18402028e-01, 4.57926899e-01, ...,\n 6.88640833e-01, 2.02125288e-03, 4.95528698e-01],\n ...,\n [1.07997000e+06, 6.36171937e-01, 4.39569056e-01, ...,\n 6.64093256e-01, 1.94920250e-03, 4.95821267e-01],\n [1.07998000e+06, 6.36167049e-01, 4.39567834e-01, ...,\n 6.64091706e-01, 1.94919796e-03, 4.95821297e-01],\n [1.07999000e+06, 6.36162102e-01, 4.39566731e-01, ...,\n 6.64090216e-01, 1.94919354e-03, 4.95821297e-01]]), 8776845: array([[0.00000000e+00, 1.04748368e+00, 3.97355348e-01, ...,\n 5.97938597e-01, 7.95131084e-03, 4.57139164e-01],\n [1.00000000e+01, 1.04748654e+00, 3.97357672e-01, ...,\n 5.97941637e-01, 7.95135181e-03, 4.57126141e-01],\n [2.00000000e+01, 1.04748940e+00, 3.97358030e-01, ...,\n 5.97942173e-01, 7.95135926e-03, 4.57126081e-01],\n ...,\n [1.07997000e+06, 1.65715694e+00, 4.62212771e-01, ...,\n 6.83341742e-01, 9.08699166e-03, 4.44951206e-01],\n [1.07998000e+06, 1.65714371e+00, 4.62211609e-01, ...,\n 6.83340192e-01, 9.08697117e-03, 4.44951445e-01],\n [1.07999000e+06, 1.65713060e+00, 4.62210357e-01, ...,\n 6.83338583e-01, 9.08694975e-03, 4.44951683e-01]]), 8776847: array([[0.00000000e+00, 5.01268916e-02, 3.24237272e-02, ...,\n 2.32833903e-02, 2.56142899e-04, 2.50000000e-01],\n [1.00000000e+01, 5.01268767e-02, 3.24348770e-02, ...,\n 2.32993532e-02, 2.56318512e-04, 2.50000000e-01],\n [2.00000000e+01, 5.01268618e-02, 3.24348882e-02, ...,\n 2.32993700e-02, 2.56318686e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.07583337e-02, 3.36041190e-02, ...,\n 2.49921214e-02, 2.74940830e-04, 2.50000000e-01],\n [1.07998000e+06, 6.07577525e-02, 3.36040594e-02, ...,\n 2.49920301e-02, 2.74939812e-04, 2.50000000e-01],\n [1.07999000e+06, 6.07571714e-02, 3.36039998e-02, ...,\n 2.49919407e-02, 2.74938822e-04, 2.50000000e-01]]), 8776849: array([[0.00000000e+00, 2.39801779e-01, 3.25266093e-01, ...,\n 5.04987895e-01, 2.08414323e-03, 4.96467769e-01],\n [1.00000000e+01, 2.39805117e-01, 3.25406939e-01, ...,\n 5.05186856e-01, 2.08496419e-03, 4.96469676e-01],\n [2.00000000e+01, 2.39808485e-01, 3.25405806e-01, ...,\n 5.05185246e-01, 2.08495767e-03, 4.96469587e-01],\n ...,\n [1.07997000e+06, 3.41142535e-01, 3.68397534e-01, ...,\n 5.65217137e-01, 2.33271602e-03, 4.95676517e-01],\n [1.07998000e+06, 3.41140300e-01, 3.68396670e-01, ...,\n 5.65216064e-01, 2.33271159e-03, 4.95676517e-01],\n [1.07999000e+06, 3.41138095e-01, 3.68395865e-01, ...,\n 5.65214932e-01, 2.33270694e-03, 4.95676547e-01]]), 8776851: array([[0.00000000e+00, 3.88052538e-02, 2.42198452e-01, ...,\n 3.85037243e-01, 2.42009573e-03, 4.98945713e-01],\n [1.00000000e+01, 3.88053246e-02, 2.42212772e-01, ...,\n 3.85058582e-01, 2.42022984e-03, 4.98945713e-01],\n [2.00000000e+01, 3.88053954e-02, 2.42212683e-01, ...,\n 3.85058433e-01, 2.42022891e-03, 4.98945713e-01],\n ...,\n [1.07997000e+06, 6.32744879e-02, 2.89921254e-01, ...,\n 4.54977781e-01, 2.85969675e-03, 4.98594999e-01],\n [1.07998000e+06, 6.32743090e-02, 2.89920986e-01, ...,\n 4.54977363e-01, 2.85969418e-03, 4.98594999e-01],\n [1.07999000e+06, 6.32741302e-02, 2.89920658e-01, ...,\n 4.54976916e-01, 2.85969139e-03, 4.98594999e-01]]), 8776853: array([[0.00000000e+00, 4.07063849e-02, 1.28733113e-01, ...,\n 1.98771894e-01, 5.74485213e-03, 4.33458865e-01],\n [1.00000000e+01, 4.07065116e-02, 1.28709644e-01, ...,\n 1.98739111e-01, 5.74390497e-03, 4.33435708e-01],\n [2.00000000e+01, 4.07066420e-02, 1.28710255e-01, ...,\n 1.98739976e-01, 5.74392965e-03, 4.33435977e-01],\n ...,\n [1.07997000e+06, 8.85029510e-02, 1.68021306e-01, ...,\n 2.52098501e-01, 7.28608388e-03, 3.96084696e-01],\n [1.07998000e+06, 8.85026380e-02, 1.68021113e-01, ...,\n 2.52098203e-01, 7.28607504e-03, 3.96084905e-01],\n [1.07999000e+06, 8.85023251e-02, 1.68020919e-01, ...,\n 2.52097964e-01, 7.28606805e-03, 3.96085083e-01]]), 8776855: array([[0.00000000e+00, 3.58673781e-02, 2.17172310e-01, ...,\n 3.47400188e-01, 1.66698743e-03, 4.99157250e-01],\n [1.00000000e+01, 3.58676426e-02, 2.17204452e-01, ...,\n 3.47448677e-01, 1.66722015e-03, 4.99157250e-01],\n [2.00000000e+01, 3.58679108e-02, 2.17204571e-01, ...,\n 3.47448826e-01, 1.66722084e-03, 4.99157250e-01],\n ...,\n [1.07997000e+06, 7.43351728e-02, 2.84464598e-01, ...,\n 4.46859419e-01, 2.14423914e-03, 4.98706907e-01],\n [1.07998000e+06, 7.43348524e-02, 2.84464180e-01, ...,\n 4.46858764e-01, 2.14423588e-03, 4.98706907e-01],\n [1.07999000e+06, 7.43345320e-02, 2.84463674e-01, ...,\n 4.46858078e-01, 2.14423263e-03, 4.98706907e-01]]), 8776857: array([[0.00000000e+00, 3.23712756e-03, 1.19256824e-01, ...,\n 1.95752487e-01, 3.65209859e-03, 4.99519765e-01],\n [1.00000000e+01, 3.23716225e-03, 1.19256943e-01, ...,\n 1.95752665e-01, 3.65210185e-03, 4.99519527e-01],\n [2.00000000e+01, 3.23719694e-03, 1.19257450e-01, ...,\n 1.95753470e-01, 3.65211675e-03, 4.99519527e-01],\n ...,\n [1.07997000e+06, 2.53423676e-02, 2.63758034e-01, ...,\n 4.19236004e-01, 7.82156736e-03, 4.98388141e-01],\n [1.07998000e+06, 2.53423490e-02, 2.63757914e-01, ...,\n 4.19235885e-01, 7.82156456e-03, 4.98388141e-01],\n [1.07999000e+06, 2.53423285e-02, 2.63757825e-01, ...,\n 4.19235796e-01, 7.82156270e-03, 4.98388141e-01]]), 8776859: array([[0.00000000e+00, 1.01857621e-03, 1.19229972e-01, ...,\n 1.95546359e-01, 7.29650585e-03, 4.99676645e-01],\n [1.00000000e+01, 1.01857702e-03, 1.19223177e-01, ...,\n 1.95535466e-01, 7.29609933e-03, 4.99676496e-01],\n [2.00000000e+01, 1.01857784e-03, 1.19223073e-01, ...,\n 1.95535317e-01, 7.29609374e-03, 4.99676466e-01],\n ...,\n [1.07997000e+06, 3.75449250e-04, 7.27587268e-02, ...,\n 1.20328456e-01, 4.48986748e-03, 4.99914289e-01],\n [1.07998000e+06, 3.75447795e-04, 7.27586001e-02, ...,\n 1.20328240e-01, 4.48985957e-03, 4.99914289e-01],\n [1.07999000e+06, 3.75446340e-04, 7.27584809e-02, ...,\n 1.20328054e-01, 4.48985258e-03, 4.99914289e-01]]), 8776861: array([[0.00000000e+00, 1.84400606e+00, 3.33319783e-01, ...,\n 2.11548790e-01, 1.39360200e-03, 3.86260033e-01],\n [1.00000000e+01, 1.84373415e+00, 2.78316289e-01, ...,\n 4.01891410e-01, 2.64750607e-03, 3.19054246e-01],\n [2.00000000e+01, 1.84357679e+00, 3.33250135e-01, ...,\n 2.11466819e-01, 1.39306206e-03, 3.85511518e-01],\n ...,\n [1.07997000e+06, 2.32217669e+00, 3.45709831e-01, ...,\n 2.26630762e-01, 1.49295630e-03, 3.67107213e-01],\n [1.07998000e+06, 2.32215643e+00, 3.45709354e-01, ...,\n 2.26630121e-01, 1.49295200e-03, 3.67108047e-01],\n [1.07999000e+06, 2.32213616e+00, 3.45708847e-01, ...,\n 2.26629511e-01, 1.49294804e-03, 3.67108881e-01]]), 8776863: array([[0.00000000e+00, 7.22714141e-03, 1.45472541e-01, ...,\n 2.37718105e-01, 4.47680056e-03, 4.99166399e-01],\n [1.00000000e+01, 7.22715119e-03, 1.45465657e-01, ...,\n 2.37707213e-01, 4.47659520e-03, 4.99166638e-01],\n [2.00000000e+01, 7.22716050e-03, 1.45465791e-01, ...,\n 2.37707421e-01, 4.47659893e-03, 4.99166638e-01],\n ...,\n [1.07997000e+06, 1.77122913e-02, 2.05828324e-01, ...,\n 3.32089454e-01, 6.25403831e-03, 4.98587430e-01],\n [1.07998000e+06, 1.77122839e-02, 2.05828309e-01, ...,\n 3.32089424e-01, 6.25403784e-03, 4.98587430e-01],\n [1.07999000e+06, 1.77122764e-02, 2.05828249e-01, ...,\n 3.32089365e-01, 6.25403691e-03, 4.98587430e-01]]), 8776865: array([[0.00000000e+00, 1.97624052e+00, 7.59820193e-02, ...,\n 6.57948032e-02, 4.49111278e-04, 2.50000000e-01],\n [1.00000000e+01, 1.97619784e+00, 7.59816170e-02, ...,\n 6.57942295e-02, 4.49107349e-04, 2.50000000e-01],\n [2.00000000e+01, 1.97615492e+00, 7.59811997e-02, ...,\n 6.57936409e-02, 4.49103332e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.46944594e+00, 8.04182664e-02, ...,\n 7.21201450e-02, 4.92287683e-04, 2.50000000e-01],\n [1.07998000e+06, 2.46942425e+00, 8.04180801e-02, ...,\n 7.21198916e-02, 4.92285937e-04, 2.50000000e-01],\n [1.07999000e+06, 2.46940255e+00, 8.04178938e-02, ...,\n 7.21196160e-02, 4.92284074e-04, 2.50000000e-01]]), 8776867: array([[0.00000000e+00, 7.60204196e-02, 2.82245576e-01, ...,\n 4.50873613e-01, 1.30991754e-03, 4.99496520e-01],\n [1.00000000e+01, 7.60209635e-02, 2.82236874e-01, ...,\n 4.50860530e-01, 1.30987947e-03, 4.99496520e-01],\n [2.00000000e+01, 7.60215074e-02, 2.82237828e-01, ...,\n 4.50861961e-01, 1.30988366e-03, 4.99496520e-01],\n ...,\n [1.07997000e+06, 1.99340254e-01, 4.01981890e-01, ...,\n 6.25935197e-01, 1.81852176e-03, 4.99115199e-01],\n [1.07998000e+06, 1.99339390e-01, 4.01981235e-01, ...,\n 6.25934303e-01, 1.81851909e-03, 4.99115199e-01],\n [1.07999000e+06, 1.99338526e-01, 4.01980639e-01, ...,\n 6.25933468e-01, 1.81851676e-03, 4.99115199e-01]]), 8776869: array([[0.00000000e+00, 3.03205431e-01, 3.81962657e-01, ...,\n 5.94439030e-01, 3.73156951e-03, 4.96044546e-01],\n [1.00000000e+01, 3.03206712e-01, 3.81853908e-01, ...,\n 5.94284475e-01, 3.73059930e-03, 4.96041924e-01],\n [2.00000000e+01, 3.03207964e-01, 3.81856710e-01, ...,\n 5.94288409e-01, 3.73062398e-03, 4.96041954e-01],\n ...,\n [1.07997000e+06, 4.21011299e-01, 4.28912103e-01, ...,\n 6.60403430e-01, 4.14565857e-03, 4.95218366e-01],\n [1.07998000e+06, 4.21008140e-01, 4.28911000e-01, ...,\n 6.60401881e-01, 4.14564880e-03, 4.95218396e-01],\n [1.07999000e+06, 4.21005011e-01, 4.28909868e-01, ...,\n 6.60400331e-01, 4.14563902e-03, 4.95218426e-01]]), 8776871: array([[0.00000000e+00, 1.48736173e-03, 1.69738054e-01, ...,\n 2.80338258e-01, 7.45580485e-03, 4.99972969e-01],\n [1.00000000e+01, 1.48737023e-03, 1.69746310e-01, ...,\n 2.80351669e-01, 7.45616155e-03, 4.99972969e-01],\n [2.00000000e+01, 1.48737885e-03, 1.69748023e-01, ...,\n 2.80354470e-01, 7.45623605e-03, 4.99972969e-01],\n ...,\n [1.07997000e+06, 1.45795979e-02, 4.49011117e-01, ...,\n 7.20827639e-01, 1.91709474e-02, 4.99806046e-01],\n [1.07998000e+06, 1.45795709e-02, 4.49010819e-01, ...,\n 7.20827222e-01, 1.91709381e-02, 4.99806046e-01],\n [1.07999000e+06, 1.45795429e-02, 4.49010521e-01, ...,\n 7.20826685e-01, 1.91709232e-02, 4.99806046e-01]]), 8776873: array([[0.00000000e+00, 2.01433444e+00, 7.60610521e-01, ...,\n 1.15968192e+00, 1.29428785e-02, 4.92142171e-01],\n [1.00000000e+01, 2.01427794e+00, 7.60604978e-01, ...,\n 1.15967453e+00, 1.29427966e-02, 4.92141217e-01],\n [2.00000000e+01, 2.01422191e+00, 7.60597706e-01, ...,\n 1.15966451e+00, 1.29426848e-02, 4.92141336e-01],\n ...,\n [1.07997000e+06, 2.54610682e+00, 8.23934615e-01, ...,\n 1.24551845e+00, 1.39008760e-02, 4.91043657e-01],\n [1.07998000e+06, 2.54608488e+00, 8.23932052e-01, ...,\n 1.24551523e+00, 1.39008397e-02, 4.91043717e-01],\n [1.07999000e+06, 2.54606295e+00, 8.23929727e-01, ...,\n 1.24551189e+00, 1.39008025e-02, 4.91043746e-01]]), 8776877: array([[0.00000000e+00, 4.15589437e-02, 2.82080799e-01, ...,\n 4.50686067e-01, 2.25907797e-03, 4.99512434e-01],\n [1.00000000e+01, 4.15593833e-02, 2.82085985e-01, ...,\n 4.50693816e-01, 2.25911685e-03, 4.99512434e-01],\n [2.00000000e+01, 4.15598191e-02, 2.82087028e-01, ...,\n 4.50695366e-01, 2.25912454e-03, 4.99512434e-01],\n ...,\n [1.07997000e+06, 8.29131529e-02, 3.64133388e-01, ...,\n 5.71705699e-01, 2.86569260e-03, 4.99268323e-01],\n [1.07998000e+06, 8.29129145e-02, 3.64133000e-01, ...,\n 5.71705103e-01, 2.86568981e-03, 4.99268323e-01],\n [1.07999000e+06, 8.29126760e-02, 3.64132643e-01, ...,\n 5.71704566e-01, 2.86568701e-03, 4.99268323e-01]]), 8776879: array([[0.00000000e+00, 2.66864821e-02, 2.58249164e-01, ...,\n 4.13166881e-01, 2.59526935e-03, 4.99505937e-01],\n [1.00000000e+01, 2.66866740e-02, 2.58221418e-01, ...,\n 4.13125008e-01, 2.59500626e-03, 4.99505937e-01],\n [2.00000000e+01, 2.66868658e-02, 2.58222580e-01, ...,\n 4.13126707e-01, 2.59501697e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 4.96208109e-02, 3.25125962e-01, ...,\n 5.12342155e-01, 3.21822963e-03, 4.99288023e-01],\n [1.07998000e+06, 4.96207178e-02, 3.25125724e-01, ...,\n 5.12341857e-01, 3.21822776e-03, 4.99288023e-01],\n [1.07999000e+06, 4.96206246e-02, 3.25125515e-01, ...,\n 5.12341499e-01, 3.21822544e-03, 4.99288023e-01]]), 8776881: array([[0.00000000e+00, 6.90077916e-02, 2.58342236e-01, ...,\n 4.09746647e-01, 1.69737625e-03, 4.98933107e-01],\n [1.00000000e+01, 6.90081269e-02, 2.58326530e-01, ...,\n 4.09723401e-01, 1.69727998e-03, 4.98933047e-01],\n [2.00000000e+01, 6.90084621e-02, 2.58327276e-01, ...,\n 4.09724563e-01, 1.69728475e-03, 4.98933017e-01],\n ...,\n [1.07997000e+06, 1.44835249e-01, 3.38222086e-01, ...,\n 5.25229752e-01, 2.17576511e-03, 4.98354912e-01],\n [1.07998000e+06, 1.44834578e-01, 3.38221520e-01, ...,\n 5.25228918e-01, 2.17576185e-03, 4.98354912e-01],\n [1.07999000e+06, 1.44833907e-01, 3.38220924e-01, ...,\n 5.25228143e-01, 2.17575859e-03, 4.98354912e-01]]), 8776883: array([[0.00000000e+00, 2.38602519e+00, 6.05629265e-01, ...,\n 3.63346756e-01, 1.37683493e-03, 4.87660050e-01],\n [1.00000000e+01, 2.38596129e+00, 4.55149353e-01, ...,\n 6.72798693e-01, 2.54944549e-03, 4.77317750e-01],\n [2.00000000e+01, 2.38589787e+00, 4.55187768e-01, ...,\n 6.72848582e-01, 2.54963455e-03, 4.77132112e-01],\n ...,\n [1.07997000e+06, 3.07207012e+00, 6.26126647e-01, ...,\n 3.81921232e-01, 1.44721952e-03, 4.84869242e-01],\n [1.07998000e+06, 3.07203603e+00, 4.93660986e-01, ...,\n 7.22616076e-01, 2.73821922e-03, 4.73901004e-01],\n [1.07999000e+06, 3.07201767e+00, 6.26125157e-01, ...,\n 3.81919742e-01, 1.44721381e-03, 4.84869450e-01]]), 8776887: array([[0.00000000e+00, 3.76093462e-02, 1.99404463e-01, ...,\n 3.20714593e-01, 1.27217209e-03, 4.99234945e-01],\n [1.00000000e+01, 3.76095772e-02, 1.99347988e-01, ...,\n 3.20628285e-01, 1.27182971e-03, 4.99234825e-01],\n [2.00000000e+01, 3.76098119e-02, 1.99349403e-01, ...,\n 3.20630461e-01, 1.27183832e-03, 4.99234825e-01],\n ...,\n [1.07997000e+06, 1.22330576e-01, 3.08636785e-01, ...,\n 4.82321441e-01, 1.91321468e-03, 4.98471498e-01],\n [1.07998000e+06, 1.22330107e-01, 3.08636367e-01, ...,\n 4.82320815e-01, 1.91321224e-03, 4.98471498e-01],\n [1.07999000e+06, 1.22329645e-01, 3.08635920e-01, ...,\n 4.82320160e-01, 1.91320968e-03, 4.98471498e-01]]), 8776889: array([[0.00000000e+00, 2.48258853e+00, 4.36665297e-01, ...,\n 6.43953383e-01, 4.15990548e-03, 4.53049183e-01],\n [1.00000000e+01, 2.48252368e+00, 4.36690778e-01, ...,\n 6.43986583e-01, 4.16012015e-03, 4.52822387e-01],\n [2.00000000e+01, 2.48245907e+00, 4.36687082e-01, ...,\n 6.43981814e-01, 4.16008895e-03, 4.52822924e-01],\n ...,\n [1.07997000e+06, 3.27188587e+00, 4.76775289e-01, ...,\n 6.95676684e-01, 4.49403515e-03, 4.45717901e-01],\n [1.07998000e+06, 3.27186608e+00, 5.95727503e-01, ...,\n 3.66320282e-01, 2.36641010e-03, 4.67648804e-01],\n [1.07999000e+06, 3.27183032e+00, 4.76772785e-01, ...,\n 6.95673585e-01, 4.49401513e-03, 4.45718348e-01]]), 8776891: array([[0.00000000e+00, 1.14775360e+00, 3.92651677e-01, ...,\n 5.92484474e-01, 1.57743471e-03, 4.90779787e-01],\n [1.00000000e+01, 1.14776051e+00, 3.92656356e-01, ...,\n 5.92490673e-01, 1.57745113e-03, 4.90774304e-01],\n [2.00000000e+01, 1.14776742e+00, 3.92657101e-01, ...,\n 5.92491806e-01, 1.57745415e-03, 4.90774274e-01],\n ...,\n [1.07997000e+06, 1.61412549e+00, 4.39869821e-01, ...,\n 6.55158699e-01, 1.74429896e-03, 4.88877118e-01],\n [1.07998000e+06, 1.61411059e+00, 4.39868569e-01, ...,\n 6.55156910e-01, 1.74429419e-03, 4.88877177e-01],\n [1.07999000e+06, 1.61409581e+00, 4.39867198e-01, ...,\n 6.55155241e-01, 1.74428977e-03, 4.88877237e-01]]), 8776893: array([[0.00000000e+00, 1.03032708e-01, 2.80459017e-01, ...,\n 4.48035538e-01, 1.69646170e-03, 4.99113411e-01],\n [1.00000000e+01, 1.03033602e-01, 2.80405521e-01, ...,\n 4.47955132e-01, 1.69615727e-03, 4.99113202e-01],\n [2.00000000e+01, 1.03034489e-01, 2.80407399e-01, ...,\n 4.47957903e-01, 1.69616775e-03, 4.99113202e-01],\n ...,\n [1.07997000e+06, 3.34076792e-01, 4.30694252e-01, ...,\n 6.66202843e-01, 2.52254005e-03, 4.98239696e-01],\n [1.07998000e+06, 3.34075183e-01, 4.30693477e-01, ...,\n 6.66201770e-01, 2.52253609e-03, 4.98239696e-01],\n [1.07999000e+06, 3.34073544e-01, 4.30692732e-01, ...,\n 6.66200757e-01, 2.52253213e-03, 4.98239696e-01]]), 8776895: array([[0.00000000e+00, 2.35681254e-02, 2.31752649e-01, ...,\n 3.73158455e-01, 4.38494096e-03, 4.99110401e-01],\n [1.00000000e+01, 2.35682279e-02, 2.31735840e-01, ...,\n 3.73132676e-01, 4.38463781e-03, 4.99110430e-01],\n [2.00000000e+01, 2.35683285e-02, 2.31736481e-01, ...,\n 3.73133659e-01, 4.38464945e-03, 4.99110430e-01],\n ...,\n [1.07997000e+06, 7.13107586e-02, 3.49990904e-01, ...,\n 5.48970699e-01, 6.45088963e-03, 4.98293132e-01],\n [1.07998000e+06, 7.13107213e-02, 3.49990875e-01, ...,\n 5.48970640e-01, 6.45088917e-03, 4.98293132e-01],\n [1.07999000e+06, 7.13106841e-02, 3.49990785e-01, ...,\n 5.48970461e-01, 6.45088684e-03, 4.98293132e-01]]), 8776897: array([[0.00000000e+00, 8.44998565e-03, 2.92106688e-01, ...,\n 4.71926093e-01, 1.47939222e-02, 4.99625385e-01],\n [1.00000000e+01, 8.44995771e-03, 2.92104512e-01, ...,\n 4.71922785e-01, 1.47938188e-02, 4.99625415e-01],\n [2.00000000e+01, 8.44992977e-03, 2.92104155e-01, ...,\n 4.71922129e-01, 1.47937983e-02, 4.99625415e-01],\n ...,\n [1.07997000e+06, 9.91392415e-03, 3.10562670e-01, ...,\n 5.00319779e-01, 1.56840067e-02, 4.99588370e-01],\n [1.07998000e+06, 9.91391111e-03, 3.10562551e-01, ...,\n 5.00319541e-01, 1.56839993e-02, 4.99588370e-01],\n [1.07999000e+06, 9.91389714e-03, 3.10562372e-01, ...,\n 5.00319302e-01, 1.56839918e-02, 4.99588370e-01]]), 8776905: array([[0.00000000e+00, 3.22255306e-02, 1.82315052e-01, ...,\n 2.88892597e-01, 1.06997257e-02, 4.86737043e-01],\n [1.00000000e+01, 3.22257169e-02, 1.82254627e-01, ...,\n 2.88803399e-01, 1.06964223e-02, 4.86732066e-01],\n [2.00000000e+01, 3.22259068e-02, 1.82256073e-01, ...,\n 2.88805574e-01, 1.06965024e-02, 4.86732066e-01],\n ...,\n [1.07997000e+06, 8.36676955e-02, 2.57127494e-01, ...,\n 3.95925611e-01, 1.46639114e-02, 4.76829827e-01],\n [1.07998000e+06, 8.36676136e-02, 2.57127345e-01, ...,\n 3.95925462e-01, 1.46639058e-02, 4.76829827e-01],\n [1.07999000e+06, 8.36675391e-02, 2.57127255e-01, ...,\n 3.95925343e-01, 1.46639021e-02, 4.76829827e-01]]), 8776909: array([[0.00000000e+00, 1.98665634e-02, 2.40566015e-01, ...,\n 3.86831343e-01, 3.24522937e-03, 4.99492049e-01],\n [1.00000000e+01, 1.98666248e-02, 2.40545467e-01, ...,\n 3.86800021e-01, 3.24496650e-03, 4.99492079e-01],\n [2.00000000e+01, 1.98666863e-02, 2.40546063e-01, ...,\n 3.86800855e-01, 3.24497349e-03, 4.99492079e-01],\n ...,\n [1.07997000e+06, 2.91172378e-02, 2.77860165e-01, ...,\n 4.43247557e-01, 3.71851958e-03, 4.99363571e-01],\n [1.07998000e+06, 2.91171689e-02, 2.77859896e-01, ...,\n 4.43247199e-01, 3.71851679e-03, 4.99363571e-01],\n [1.07999000e+06, 2.91171018e-02, 2.77859688e-01, ...,\n 4.43246812e-01, 3.71851353e-03, 4.99363571e-01]]), 8776911: array([[0.00000000e+00, 3.18588153e-03, 2.11486280e-01, ...,\n 3.44241828e-01, 8.33515357e-03, 4.99802560e-01],\n [1.00000000e+01, 3.18588270e-03, 2.11486325e-01, ...,\n 3.44241917e-01, 8.33515543e-03, 4.99802589e-01],\n [2.00000000e+01, 3.18588363e-03, 2.11486325e-01, ...,\n 3.44241947e-01, 8.33515637e-03, 4.99802589e-01],\n ...,\n [1.07997000e+06, 6.42380491e-03, 2.77464271e-01, ...,\n 4.46561903e-01, 1.08126374e-02, 4.99701738e-01],\n [1.07998000e+06, 6.42379979e-03, 2.77464211e-01, ...,\n 4.46561813e-01, 1.08126346e-02, 4.99701738e-01],\n [1.07999000e+06, 6.42379420e-03, 2.77464092e-01, ...,\n 4.46561664e-01, 1.08126318e-02, 4.99701738e-01]]), 8776917: array([[0.00000000e+00, 2.15683766e-02, 2.44454667e-01, ...,\n 3.97672713e-01, 2.05728249e-03, 4.99812871e-01],\n [1.00000000e+01, 2.15684790e-02, 2.44455889e-01, ...,\n 3.97674680e-01, 2.05729250e-03, 4.99812871e-01],\n [2.00000000e+01, 2.15685815e-02, 2.44456351e-01, ...,\n 3.97675425e-01, 2.05729646e-03, 4.99812871e-01],\n ...,\n [1.07997000e+06, 6.80820793e-02, 3.78809094e-01, ...,\n 6.03624523e-01, 3.12273414e-03, 4.99631613e-01],\n [1.07998000e+06, 6.80819601e-02, 3.78808826e-01, ...,\n 6.03624165e-01, 3.12273228e-03, 4.99631613e-01],\n [1.07999000e+06, 6.80818483e-02, 3.78808618e-01, ...,\n 6.03623748e-01, 3.12272995e-03, 4.99631613e-01]]), 8776919: array([[0.00000000e+00, 4.52727899e-02, 2.79419720e-01, ...,\n 4.46133763e-01, 6.33712765e-03, 4.98422235e-01],\n [1.00000000e+01, 4.52732667e-02, 2.79434860e-01, ...,\n 4.46156561e-01, 6.33745128e-03, 4.98422235e-01],\n [2.00000000e+01, 4.52737361e-02, 2.79435664e-01, ...,\n 4.46157694e-01, 6.33746758e-03, 4.98422235e-01],\n ...,\n [1.07997000e+06, 1.08170845e-01, 3.84843677e-01, ...,\n 6.00450933e-01, 8.52913316e-03, 4.97369826e-01],\n [1.07998000e+06, 1.08170636e-01, 3.84843439e-01, ...,\n 6.00450635e-01, 8.52912851e-03, 4.97369826e-01],\n [1.07999000e+06, 1.08170435e-01, 3.84843141e-01, ...,\n 6.00450218e-01, 8.52912292e-03, 4.97369826e-01]]), 8776921: array([[0.00000000e+00, 1.25315702e+00, 4.39646482e-01, ...,\n 6.68567836e-01, 4.00100462e-03, 4.85855639e-01],\n [1.00000000e+01, 1.25316870e+00, 4.39641893e-01, ...,\n 6.68561578e-01, 4.00096690e-03, 4.85868216e-01],\n [2.00000000e+01, 1.25318038e+00, 4.39643264e-01, ...,\n 6.68563485e-01, 4.00097854e-03, 4.85868156e-01],\n ...,\n [1.07997000e+06, 1.97538328e+00, 5.12475371e-01, ...,\n 7.66152978e-01, 4.58499696e-03, 4.81827974e-01],\n [1.07998000e+06, 1.97536600e+00, 5.12473881e-01, ...,\n 7.66150951e-01, 4.58498485e-03, 4.81828034e-01],\n [1.07999000e+06, 1.97534895e+00, 5.12472510e-01, ...,\n 7.66149163e-01, 4.58497414e-03, 4.81828123e-01]]), 8776923: array([[0.00000000e+00, 1.16691319e-02, 2.71522999e-01, ...,\n 4.38464314e-01, 4.55310801e-03, 4.99781966e-01],\n [1.00000000e+01, 1.16691571e-02, 2.71515727e-01, ...,\n 4.38453019e-01, 4.55299066e-03, 4.99781996e-01],\n [2.00000000e+01, 1.16691813e-02, 2.71516025e-01, ...,\n 4.38453615e-01, 4.55299718e-03, 4.99781996e-01],\n ...,\n [1.07997000e+06, 1.08021954e-02, 2.63583541e-01, ...,\n 4.26201105e-01, 4.42576455e-03, 4.99791682e-01],\n [1.07998000e+06, 1.08021749e-02, 2.63583302e-01, ...,\n 4.26200777e-01, 4.42576082e-03, 4.99791682e-01],\n [1.07999000e+06, 1.08021544e-02, 2.63583153e-01, ...,\n 4.26200390e-01, 4.42575710e-03, 4.99791682e-01]]), 8776927: array([[0.00000000e+00, 1.56092691e+00, 7.11612701e-02, ...,\n 5.59119992e-02, 4.92616731e-04, 2.50000000e-01],\n [1.00000000e+01, 1.56094718e+00, 7.11614788e-02, ...,\n 5.59122786e-02, 4.92619176e-04, 2.50000000e-01],\n [2.00000000e+01, 1.56096745e+00, 7.11616725e-02, ...,\n 5.59125580e-02, 4.92621621e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.79151607e+00, 8.82809311e-02, ...,\n 8.00038874e-02, 7.04880047e-04, 2.50000000e-01],\n [1.07998000e+06, 3.79149604e+00, 8.82808119e-02, ...,\n 8.00037161e-02, 7.04878534e-04, 2.50000000e-01],\n [1.07999000e+06, 3.79147601e+00, 8.82806852e-02, ...,\n 8.00035372e-02, 7.04876962e-04, 2.50000000e-01]]), 8776929: array([[0.00000000e+00, 8.70187860e-03, 2.33998820e-01, ...,\n 3.77831310e-01, 3.90725257e-03, 4.99745876e-01],\n [1.00000000e+01, 8.70185345e-03, 2.33991250e-01, ...,\n 3.77819628e-01, 3.90713150e-03, 4.99745905e-01],\n [2.00000000e+01, 8.70182831e-03, 2.33991101e-01, ...,\n 3.77819389e-01, 3.90712917e-03, 4.99745905e-01],\n ...,\n [1.07997000e+06, 1.78184435e-02, 3.06944251e-01, ...,\n 4.88367140e-01, 5.05033229e-03, 4.99611944e-01],\n [1.07998000e+06, 1.78184062e-02, 3.06944042e-01, ...,\n 4.88366783e-01, 5.05032856e-03, 4.99611944e-01],\n [1.07999000e+06, 1.78183690e-02, 3.06943804e-01, ...,\n 4.88366425e-01, 5.05032483e-03, 4.99611944e-01]]), 8776931: array([[0.00000000e+00, 1.26483274e+00, 6.82208836e-02, ...,\n 5.40866256e-02, 1.23204163e-03, 2.50000000e-01],\n [1.00000000e+01, 1.26485109e+00, 6.82210997e-02, ...,\n 5.40869348e-02, 1.23204861e-03, 2.50000000e-01],\n [2.00000000e+01, 1.26486957e+00, 6.82213306e-02, ...,\n 5.40872365e-02, 1.23205548e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.05939221e+00, 7.64928162e-02, ...,\n 6.57399148e-02, 1.49749243e-03, 2.50000000e-01],\n [1.07998000e+06, 2.05937409e+00, 7.64926299e-02, ...,\n 6.57396764e-02, 1.49748696e-03, 2.50000000e-01],\n [1.07999000e+06, 2.05935574e+00, 7.64924735e-02, ...,\n 6.57394379e-02, 1.49748148e-03, 2.50000000e-01]]), 8776933: array([[0.00000000e+00, 1.59762871e+00, 7.15019628e-02, ...,\n 5.61974347e-02, 9.03495704e-04, 2.50000000e-01],\n [1.00000000e+01, 1.59765387e+00, 7.15022087e-02, ...,\n 5.61977774e-02, 9.03501234e-04, 2.50000000e-01],\n [2.00000000e+01, 1.59767902e+00, 7.15024620e-02, ...,\n 5.61981276e-02, 9.03506880e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.93217611e+00, 8.90264884e-02, ...,\n 8.08543563e-02, 1.29990920e-03, 2.50000000e-01],\n [1.07998000e+06, 3.93215466e+00, 8.90263617e-02, ...,\n 8.08541700e-02, 1.29990629e-03, 2.50000000e-01],\n [1.07999000e+06, 3.93213320e+00, 8.90262350e-02, ...,\n 8.08539987e-02, 1.29990350e-03, 2.50000000e-01]]), 8776935: array([[0.00000000e+00, 8.66654888e-03, 1.80097103e-01, ...,\n 2.94485450e-01, 2.17975909e-03, 4.99801844e-01],\n [1.00000000e+01, 8.66657868e-03, 1.80089325e-01, ...,\n 2.94473082e-01, 2.17966759e-03, 4.99801904e-01],\n [2.00000000e+01, 8.66660941e-03, 1.80089653e-01, ...,\n 2.94473618e-01, 2.17967154e-03, 4.99801904e-01],\n ...,\n [1.07997000e+06, 5.56101501e-02, 3.66212010e-01, ...,\n 5.79398334e-01, 4.28866269e-03, 4.99407917e-01],\n [1.07998000e+06, 5.56100309e-02, 3.66211683e-01, ...,\n 5.79397917e-01, 4.28865990e-03, 4.99407917e-01],\n [1.07999000e+06, 5.56099117e-02, 3.66211414e-01, ...,\n 5.79397559e-01, 4.28865710e-03, 4.99407917e-01]]), 8776937: array([[0.00000000e+00, 7.92051926e-02, 3.57967347e-01, ...,\n 5.66496551e-01, 4.13199514e-03, 4.99128252e-01],\n [1.00000000e+01, 7.92054459e-02, 3.57979506e-01, ...,\n 5.66514492e-01, 4.13212599e-03, 4.99128282e-01],\n [2.00000000e+01, 7.92056993e-02, 3.57979745e-01, ...,\n 5.66514909e-01, 4.13212925e-03, 4.99128282e-01],\n ...,\n [1.07997000e+06, 1.20115168e-01, 4.16747153e-01, ...,\n 6.51910782e-01, 4.75500198e-03, 4.98887509e-01],\n [1.07998000e+06, 1.20114744e-01, 4.16746616e-01, ...,\n 6.51910007e-01, 4.75499639e-03, 4.98887539e-01],\n [1.07999000e+06, 1.20114326e-01, 4.16746080e-01, ...,\n 6.51909232e-01, 4.75499080e-03, 4.98887539e-01]]), 8776939: array([[0.00000000e+00, 5.61440689e-03, 1.51015729e-01, ...,\n 2.47082755e-01, 1.13549060e-03, 4.99869704e-01],\n [1.00000000e+01, 5.61442645e-03, 1.51015952e-01, ...,\n 2.47083098e-01, 1.13549223e-03, 4.99869704e-01],\n [2.00000000e+01, 5.61444601e-03, 1.51016161e-01, ...,\n 2.47083411e-01, 1.13549363e-03, 4.99869704e-01],\n ...,\n [1.07997000e+06, 2.57849563e-02, 2.71600217e-01, ...,\n 4.33736742e-01, 1.99327548e-03, 4.99680281e-01],\n [1.07998000e+06, 2.57848781e-02, 2.71599889e-01, ...,\n 4.33736354e-01, 1.99327385e-03, 4.99680281e-01],\n [1.07999000e+06, 2.57847998e-02, 2.71599591e-01, ...,\n 4.33735877e-01, 1.99327152e-03, 4.99680281e-01]]), 8778989: array([[0.00000000e+00, 9.07626236e-05, 5.04485704e-03, ...,\n 7.95735884e-03, 5.98297629e-04, 2.50000000e-01],\n [1.00000000e+01, 9.07654685e-05, 5.04491571e-03, ...,\n 7.95744546e-03, 5.98304148e-04, 2.50000000e-01],\n [2.00000000e+01, 9.07683134e-05, 5.04497392e-03, ...,\n 7.95753021e-03, 5.98310493e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.18241383e-04, 1.02595100e-02, ...,\n 1.49397487e-02, 1.12328934e-03, 2.50000000e-01],\n [1.07998000e+06, 7.18237949e-04, 1.02594942e-02, ...,\n 1.49397301e-02, 1.12328795e-03, 2.50000000e-01],\n [1.07999000e+06, 7.18234514e-04, 1.02594802e-02, ...,\n 1.49397114e-02, 1.12328655e-03, 2.50000000e-01]]), 8776941: array([[0.00000000e+00, 5.42682083e-03, 1.57171771e-01, ...,\n 2.56721705e-01, 1.39750517e-03, 4.99850690e-01],\n [1.00000000e+01, 5.42683387e-03, 1.57167912e-01, ...,\n 2.56715596e-01, 1.39747199e-03, 4.99850720e-01],\n [2.00000000e+01, 5.42684691e-03, 1.57168075e-01, ...,\n 2.56715864e-01, 1.39747339e-03, 4.99850720e-01],\n ...,\n [1.07997000e+06, 2.42634714e-02, 2.79137701e-01, ...,\n 4.44466382e-01, 2.41952296e-03, 4.99639243e-01],\n [1.07998000e+06, 2.42633913e-02, 2.79137373e-01, ...,\n 4.44465905e-01, 2.41952040e-03, 4.99639243e-01],\n [1.07999000e+06, 2.42633112e-02, 2.79136986e-01, ...,\n 4.44465309e-01, 2.41951714e-03, 4.99639243e-01]]), 8778991: array([[0.00000000e+00, 3.30208597e-04, 4.82355729e-02, ...,\n 8.00094455e-02, 3.92203173e-03, 4.99832004e-01],\n [1.00000000e+01, 3.30208684e-04, 4.82925661e-02, ...,\n 8.01033303e-02, 3.92663386e-03, 4.99832302e-01],\n [2.00000000e+01, 3.30208772e-04, 4.83066626e-02, ...,\n 8.01265240e-02, 3.92777100e-03, 4.99832392e-01],\n ...,\n [1.07997000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07998000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07999000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01]]), 8776943: array([[0.00000000e+00, 4.82217735e-03, 2.13600740e-01, ...,\n 3.45833778e-01, 6.07792241e-03, 4.99722272e-01],\n [1.00000000e+01, 4.82218666e-03, 2.13597506e-01, ...,\n 3.45828742e-01, 6.07783347e-03, 4.99722302e-01],\n [2.00000000e+01, 4.82219597e-03, 2.13597655e-01, ...,\n 3.45828980e-01, 6.07783766e-03, 4.99722302e-01],\n ...,\n [1.07997000e+06, 2.06143782e-02, 3.68622392e-01, ...,\n 5.77371716e-01, 1.01471301e-02, 4.99344200e-01],\n [1.07998000e+06, 2.06142738e-02, 3.68621707e-01, ...,\n 5.77370763e-01, 1.01471134e-02, 4.99344200e-01],\n [1.07999000e+06, 2.06141695e-02, 3.68621051e-01, ...,\n 5.77369809e-01, 1.01470966e-02, 4.99344200e-01]]), 8778993: array([[0.00000000e+00, 6.56875636e-05, 4.15299786e-03, ...,\n 6.68111071e-03, 5.56759245e-04, 2.50000000e-01],\n [1.00000000e+01, 6.56899210e-05, 4.15305560e-03, ...,\n 6.68119779e-03, 5.56766521e-04, 2.50000000e-01],\n [2.00000000e+01, 6.56922784e-05, 4.15311242e-03, ...,\n 6.68128580e-03, 5.56773855e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.16153716e-04, 1.06167570e-02, ...,\n 1.56659968e-02, 1.30549981e-03, 2.50000000e-01],\n [1.07998000e+06, 9.16150108e-04, 1.06167430e-02, ...,\n 1.56659801e-02, 1.30549842e-03, 2.50000000e-01],\n [1.07999000e+06, 9.16146499e-04, 1.06167290e-02, ...,\n 1.56659633e-02, 1.30549702e-03, 2.50000000e-01]]), 8778995: array([[0.00000000e+00, 6.78515498e-05, 4.34389478e-03, ...,\n 6.95196399e-03, 4.89574973e-04, 2.50000000e-01],\n [1.00000000e+01, 6.78538127e-05, 4.34395019e-03, ...,\n 6.95204688e-03, 4.89580794e-04, 2.50000000e-01],\n [2.00000000e+01, 6.78560682e-05, 4.34400421e-03, ...,\n 6.95212930e-03, 4.89586615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17108156e-03, 1.16795842e-02, ...,\n 1.68717355e-02, 1.18815037e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17107597e-03, 1.16795655e-02, ...,\n 1.68717168e-02, 1.18814909e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17107038e-03, 1.16795506e-02, ...,\n 1.68716945e-02, 1.18814758e-03, 2.50000000e-01]]), 8776947: array([[0.00000000e+00, 1.60937333e+00, 4.62388247e-01, ...,\n 7.05396473e-01, 9.12543945e-03, 4.68860626e-01],\n [1.00000000e+01, 1.60940289e+00, 4.62398052e-01, ...,\n 7.05409884e-01, 9.12561268e-03, 4.68832046e-01],\n [2.00000000e+01, 1.60943234e+00, 4.62400943e-01, ...,\n 7.05413818e-01, 9.12566390e-03, 4.68831718e-01],\n ...,\n [1.07997000e+06, 3.97744966e+00, 6.25190675e-01, ...,\n 9.21812892e-01, 1.19251348e-02, 4.48878586e-01],\n [1.07998000e+06, 3.97742772e+00, 6.25189543e-01, ...,\n 9.21811521e-01, 1.19251171e-02, 4.48878735e-01],\n [1.07999000e+06, 3.97740531e+00, 6.25188410e-01, ...,\n 9.21809971e-01, 1.19250966e-02, 4.48878884e-01]]), 8776949: array([[0.00000000e+00, 1.79640818e+00, 7.32858628e-02, ...,\n 5.79869002e-02, 9.08885617e-04, 2.50000000e-01],\n [1.00000000e+01, 1.79643798e+00, 7.32861459e-02, ...,\n 5.79872690e-02, 9.08891438e-04, 2.50000000e-01],\n [2.00000000e+01, 1.79646754e+00, 7.32863992e-02, ...,\n 5.79876304e-02, 9.08897084e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.37524271e+00, 9.11700726e-02, ...,\n 8.31350088e-02, 1.30305660e-03, 2.50000000e-01],\n [1.07998000e+06, 4.37521410e+00, 9.11699086e-02, ...,\n 8.31347853e-02, 1.30305311e-03, 2.50000000e-01],\n [1.07999000e+06, 4.37518549e+00, 9.11697522e-02, ...,\n 8.31345618e-02, 1.30304962e-03, 2.50000000e-01]]), 8776951: array([[0.00000000e+00, 1.81342113e+00, 4.69329000e-01, ...,\n 7.14462876e-01, 6.65235426e-03, 4.75117743e-01],\n [1.00000000e+01, 1.81345844e+00, 4.69326288e-01, ...,\n 7.14459181e-01, 6.65231980e-03, 4.75138187e-01],\n [2.00000000e+01, 1.81349564e+00, 4.69329715e-01, ...,\n 7.14463770e-01, 6.65236264e-03, 4.75137889e-01],\n ...,\n [1.07997000e+06, 4.43958521e+00, 6.32111132e-01, ...,\n 9.30194557e-01, 8.66102893e-03, 4.59374458e-01],\n [1.07998000e+06, 4.43956518e+00, 7.45975733e-01, ...,\n 4.67275798e-01, 4.35079867e-03, 4.75839436e-01],\n [1.07999000e+06, 4.43952703e+00, 6.32108688e-01, ...,\n 9.30191278e-01, 8.66099913e-03, 4.59374666e-01]]), 8776953: array([[0.00000000e+00, 3.67798060e-02, 2.85770386e-01, ...,\n 4.56082612e-01, 6.59078918e-03, 4.98753518e-01],\n [1.00000000e+01, 3.67798954e-02, 2.85769910e-01, ...,\n 4.56081897e-01, 6.59077894e-03, 4.98753518e-01],\n [2.00000000e+01, 3.67799811e-02, 2.85770178e-01, ...,\n 4.56082255e-01, 6.59078406e-03, 4.98753518e-01],\n ...,\n [1.07997000e+06, 7.33177736e-02, 3.68584782e-01, ...,\n 5.77860594e-01, 8.35058652e-03, 4.98129934e-01],\n [1.07998000e+06, 7.33177289e-02, 3.68584663e-01, ...,\n 5.77860475e-01, 8.35058466e-03, 4.98129934e-01],\n [1.07999000e+06, 7.33176917e-02, 3.68584633e-01, ...,\n 5.77860355e-01, 8.35058279e-03, 4.98129934e-01]]), 8776955: array([[0.00000000e+00, 4.54825573e-02, 2.77700663e-01, ...,\n 4.41987753e-01, 1.51003676e-03, 4.99570280e-01],\n [1.00000000e+01, 4.54827994e-02, 2.77742535e-01, ...,\n 4.42050248e-01, 1.51025027e-03, 4.99570280e-01],\n [2.00000000e+01, 4.54830416e-02, 2.77742356e-01, ...,\n 4.42049950e-01, 1.51024922e-03, 4.99570280e-01],\n ...,\n [1.07997000e+06, 7.13063926e-02, 3.27853918e-01, ...,\n 5.15795290e-01, 1.76219782e-03, 4.99440342e-01],\n [1.07998000e+06, 7.13059381e-02, 3.27853113e-01, ...,\n 5.15794158e-01, 1.76219398e-03, 4.99440342e-01],\n [1.07999000e+06, 7.13054836e-02, 3.27852368e-01, ...,\n 5.15793025e-01, 1.76219014e-03, 4.99440342e-01]]), 8776957: array([[0.00000000e+00, 2.04042482e+00, 7.52938315e-02, ...,\n 6.00914098e-02, 9.30207549e-04, 2.50000000e-01],\n [1.00000000e+01, 2.04046273e+00, 7.52941594e-02, ...,\n 6.00918531e-02, 9.30214417e-04, 2.50000000e-01],\n [2.00000000e+01, 2.04050088e+00, 7.52944648e-02, ...,\n 6.00922927e-02, 9.30221227e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.87586927e+00, 9.34161395e-02, ...,\n 8.55640620e-02, 1.32452103e-03, 2.50000000e-01],\n [1.07998000e+06, 4.87583065e+00, 9.34159309e-02, ...,\n 8.55637863e-02, 1.32451672e-03, 2.50000000e-01],\n [1.07999000e+06, 4.87579250e+00, 9.34157372e-02, ...,\n 8.55635181e-02, 1.32451265e-03, 2.50000000e-01]]), 8779005: array([[0.00000000e+00, 1.46290893e-03, 9.95637290e-03, ...,\n 1.55601921e-02, 2.72985827e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46295689e-03, 9.95649211e-03, ...,\n 1.55603625e-02, 2.72988807e-03, 2.50000000e-01],\n [2.00000000e+01, 1.46300462e-03, 9.95660946e-03, ...,\n 1.55605311e-02, 2.72991764e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17228599e-02, 2.00717524e-02, ...,\n 2.89650057e-02, 5.08158002e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17228217e-02, 2.51275841e-02, ...,\n 1.57836135e-02, 2.76905508e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17227519e-02, 2.00716984e-02, ...,\n 2.89649386e-02, 5.08156838e-03, 2.50000000e-01]]), 8776965: array([[0.00000000e+00, 1.92161512e+00, 5.23171425e-01, ...,\n 7.99512208e-01, 6.51068566e-03, 4.84432369e-01],\n [1.00000000e+01, 1.92165172e+00, 5.23172557e-01, ...,\n 7.99513817e-01, 6.51069870e-03, 4.84436482e-01],\n [2.00000000e+01, 1.92168844e+00, 5.23176074e-01, ...,\n 7.99518585e-01, 6.51073782e-03, 4.84436333e-01],\n ...,\n [1.07997000e+06, 4.59498072e+00, 7.00633466e-01, ...,\n 1.03635979e+00, 8.43941234e-03, 4.74891484e-01],\n [1.07998000e+06, 4.59495020e+00, 7.00632036e-01, ...,\n 1.03635800e+00, 8.43939744e-03, 4.74891573e-01],\n [1.07999000e+06, 4.59491920e+00, 7.00630367e-01, ...,\n 1.03635585e+00, 8.43937974e-03, 4.74891663e-01]]), 8776967: array([[0.00000000e+00, 2.02600193e+00, 3.79266828e-01, ...,\n 5.68301857e-01, 5.57158701e-03, 4.29714501e-01],\n [1.00000000e+01, 2.02604079e+00, 3.79264742e-01, ...,\n 5.68299174e-01, 5.57156093e-03, 4.29765403e-01],\n [2.00000000e+01, 2.02607989e+00, 3.79267246e-01, ...,\n 5.68302453e-01, 5.57159306e-03, 4.29764688e-01],\n ...,\n [1.07997000e+06, 4.77408648e+00, 4.99517471e-01, ...,\n 7.24372029e-01, 7.10168667e-03, 3.90251100e-01],\n [1.07998000e+06, 4.77406359e+00, 6.05687380e-01, ...,\n 3.79458636e-01, 3.72018293e-03, 4.31010008e-01],\n [1.07999000e+06, 4.77402163e+00, 4.99515295e-01, ...,\n 7.24369228e-01, 7.10165920e-03, 3.90251905e-01]]), 8776969: array([[0.00000000e+00, 5.18873893e-03, 1.20020457e-01, ...,\n 1.96987331e-01, 9.76635260e-04, 4.99800354e-01],\n [1.00000000e+01, 5.18875709e-03, 1.20016553e-01, ...,\n 1.96981087e-01, 9.76604293e-04, 4.99800444e-01],\n [2.00000000e+01, 5.18877478e-03, 1.20016731e-01, ...,\n 1.96981356e-01, 9.76605574e-04, 4.99800444e-01],\n ...,\n [1.07997000e+06, 3.08440607e-02, 2.39098132e-01, ...,\n 3.82419884e-01, 1.89598347e-03, 4.99430507e-01],\n [1.07998000e+06, 3.08439750e-02, 2.39097863e-01, ...,\n 3.82419497e-01, 1.89598161e-03, 4.99430507e-01],\n [1.07999000e+06, 3.08438893e-02, 2.39097640e-01, ...,\n 3.82419169e-01, 1.89597998e-03, 4.99430507e-01]]), 8776975: array([[0.00000000e+00, 2.05703163e+00, 7.54082203e-02, ...,\n 6.01216443e-02, 8.89373419e-04, 2.50000000e-01],\n [1.00000000e+01, 2.05707431e+00, 7.54085705e-02, ...,\n 6.01221286e-02, 8.89380637e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05711699e+00, 7.54089206e-02, ...,\n 6.01226203e-02, 8.89387913e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.99279594e+00, 9.39298198e-02, ...,\n 8.61498192e-02, 1.27440563e-03, 2.50000000e-01],\n [1.07998000e+06, 4.99275208e+00, 9.39295962e-02, ...,\n 8.61495137e-02, 1.27440109e-03, 2.50000000e-01],\n [1.07999000e+06, 4.99270821e+00, 9.39293727e-02, ...,\n 8.61492008e-02, 1.27439643e-03, 2.50000000e-01]]), 8776977: array([[0.00000000e+00, 1.28426826e+00, 3.82067591e-01, ...,\n 5.77507615e-01, 4.31620050e-03, 4.69900995e-01],\n [1.00000000e+01, 1.28428841e+00, 3.82077157e-01, ...,\n 5.77520490e-01, 4.31629689e-03, 4.69864488e-01],\n [2.00000000e+01, 1.28430867e+00, 3.82079184e-01, ...,\n 5.77523291e-01, 4.31631785e-03, 4.69864190e-01],\n ...,\n [1.07997000e+06, 2.17903733e+00, 4.55330044e-01, ...,\n 6.74507856e-01, 5.04116481e-03, 4.59780276e-01],\n [1.07998000e+06, 2.17901874e+00, 4.55328792e-01, ...,\n 6.74506247e-01, 5.04115317e-03, 4.59780455e-01],\n [1.07999000e+06, 2.17900014e+00, 4.55327570e-01, ...,\n 6.74504578e-01, 5.04114060e-03, 4.59780663e-01]]), 8776979: array([[0.00000000e+00, 2.98824045e-03, 2.00352281e-01, ...,\n 3.30165029e-01, 7.99431093e-03, 4.99917984e-01],\n [1.00000000e+01, 2.98824115e-03, 2.00358316e-01, ...,\n 3.30174774e-01, 7.99454655e-03, 4.99918014e-01],\n [2.00000000e+01, 2.98824208e-03, 2.00358436e-01, ...,\n 3.30174953e-01, 7.99455121e-03, 4.99918014e-01],\n ...,\n [1.07997000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07998000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07999000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01]]), 8776981: array([[0.00000000e+00, 2.59803963e+00, 4.33555931e-01, ...,\n 6.39574647e-01, 1.62205077e-03, 4.80484664e-01],\n [1.00000000e+01, 2.59798455e+00, 4.33580607e-01, ...,\n 6.39606714e-01, 1.62213214e-03, 4.80395317e-01],\n [2.00000000e+01, 2.59792948e+00, 4.33577716e-01, ...,\n 6.39602900e-01, 1.62212248e-03, 4.80395496e-01],\n ...,\n [1.07997000e+06, 3.56740689e+00, 5.95487237e-01, ...,\n 3.67451876e-01, 9.31909366e-04, 4.86137092e-01],\n [1.07998000e+06, 3.56736660e+00, 4.79518652e-01, ...,\n 6.98823512e-01, 1.77231419e-03, 4.76979494e-01],\n [1.07999000e+06, 3.56734514e+00, 5.95485687e-01, ...,\n 3.67450327e-01, 9.31905466e-04, 4.86137271e-01]]), 8776983: array([[0.00000000e+00, 2.11141491e+00, 5.09336531e-01, ...,\n 7.75473177e-01, 4.74876398e-03, 4.85262990e-01],\n [1.00000000e+01, 2.11146188e+00, 5.09344399e-01, ...,\n 7.75483906e-01, 4.74882964e-03, 4.85255718e-01],\n [2.00000000e+01, 2.11150861e+00, 5.09348273e-01, ...,\n 7.75489151e-01, 4.74886177e-03, 4.85255539e-01],\n ...,\n [1.07997000e+06, 5.09909439e+00, 8.05750132e-01, ...,\n 5.09930015e-01, 3.12265777e-03, 4.85939533e-01],\n [1.07998000e+06, 5.09903479e+00, 6.82676315e-01, ...,\n 1.00537801e+00, 6.15663221e-03, 4.76316959e-01],\n [1.07999000e+06, 5.09900427e+00, 8.05745602e-01, ...,\n 5.09934306e-01, 3.12268408e-03, 4.85939920e-01]]), 8776987: array([[0.00000000e+00, 4.69059404e-03, 2.31339410e-01, ...,\n 3.76248538e-01, 7.32001010e-03, 4.99812365e-01],\n [1.00000000e+01, 4.69060661e-03, 2.31339753e-01, ...,\n 3.76249045e-01, 7.32001988e-03, 4.99812365e-01],\n [2.00000000e+01, 4.69061919e-03, 2.31339976e-01, ...,\n 3.76249403e-01, 7.32002687e-03, 4.99812365e-01],\n ...,\n [1.07997000e+06, 8.30444321e-03, 2.88518637e-01, ...,\n 4.64978099e-01, 9.04626586e-03, 4.99737352e-01],\n [1.07998000e+06, 8.30443017e-03, 2.88518488e-01, ...,\n 4.64977920e-01, 9.04626306e-03, 4.99737352e-01],\n [1.07999000e+06, 8.30441806e-03, 2.88518310e-01, ...,\n 4.64977652e-01, 9.04625747e-03, 4.99737352e-01]]), 8776989: array([[0.00000000e+00, 3.45742032e-02, 2.33368829e-01, ...,\n 3.77420068e-01, 2.99539752e-02, 4.93006170e-01],\n [1.00000000e+01, 3.45750451e-02, 2.33359486e-01, ...,\n 3.77405643e-01, 2.99528297e-02, 4.93006229e-01],\n [2.00000000e+01, 3.45758684e-02, 2.33361810e-01, ...,\n 3.77409250e-01, 2.99531166e-02, 4.93006140e-01],\n ...,\n [1.07997000e+06, 1.89452201e-01, 4.38685447e-01, ...,\n 6.81099653e-01, 5.40555306e-02, 4.81030822e-01],\n [1.07998000e+06, 1.89451188e-01, 4.38684613e-01, ...,\n 6.81098402e-01, 5.40554300e-02, 4.81030881e-01],\n [1.07999000e+06, 1.89450160e-01, 4.38683808e-01, ...,\n 6.81097329e-01, 5.40553443e-02, 4.81030941e-01]]), 8776991: array([[0.00000000e+00, 4.74578762e+00, 4.46858704e-01, ...,\n 6.46957040e-01, 7.83240981e-03, 3.14716369e-01],\n [1.00000000e+01, 4.74579239e+00, 5.15894353e-01, ...,\n 3.15713406e-01, 3.82219627e-03, 3.73893172e-01],\n [2.00000000e+01, 4.74580097e+00, 4.10907090e-01, ...,\n 6.00925803e-01, 7.27513107e-03, 2.88713217e-01],\n ...,\n [1.07997000e+06, 8.91060162e+00, 5.69371283e-01, ...,\n 3.78482670e-01, 4.58211498e-03, 3.03194821e-01],\n [1.07998000e+06, 8.91052055e+00, 5.69370389e-01, ...,\n 3.78481537e-01, 4.58210101e-03, 3.03196043e-01],\n [1.07999000e+06, 8.91043854e+00, 5.69369435e-01, ...,\n 3.78480434e-01, 4.58208751e-03, 3.03197265e-01]]), 8777001: array([[0.00000000e+00, 2.97127347e-02, 1.82974383e-01, ...,\n 2.94349641e-01, 1.64533057e-03, 4.98897940e-01],\n [1.00000000e+01, 2.97131669e-02, 1.82982177e-01, ...,\n 2.94361562e-01, 1.64539716e-03, 4.98897940e-01],\n [2.00000000e+01, 2.97135971e-02, 1.82983071e-01, ...,\n 2.94362932e-01, 1.64540485e-03, 4.98897910e-01],\n ...,\n [1.07997000e+06, 1.73952937e-01, 3.48980486e-01, ...,\n 5.35070717e-01, 2.99089262e-03, 4.96903837e-01],\n [1.07998000e+06, 1.73952132e-01, 3.48979920e-01, ...,\n 5.35069823e-01, 2.99088773e-03, 4.96903837e-01],\n [1.07999000e+06, 1.73951328e-01, 3.48979354e-01, ...,\n 5.35069168e-01, 2.99088401e-03, 4.96903837e-01]]), 8777003: array([[0.00000000e+00, 4.72405646e-03, 1.58058748e-01, ...,\n 2.58473188e-01, 2.26929924e-03, 4.99809504e-01],\n [1.00000000e+01, 4.72409604e-03, 1.58057407e-01, ...,\n 2.58471131e-01, 2.26928107e-03, 4.99809533e-01],\n [2.00000000e+01, 4.72413562e-03, 1.58057958e-01, ...,\n 2.58471966e-01, 2.26928852e-03, 4.99809533e-01],\n ...,\n [1.07997000e+06, 1.48794632e-02, 2.46459886e-01, ...,\n 3.96258742e-01, 3.47900554e-03, 4.99625891e-01],\n [1.07998000e+06, 1.48792947e-02, 2.46458828e-01, ...,\n 3.96257162e-01, 3.47899157e-03, 4.99625891e-01],\n [1.07999000e+06, 1.48791261e-02, 2.46457756e-01, ...,\n 3.96255523e-01, 3.47897736e-03, 4.99625921e-01]]), 8777005: array([[0.00000000e+00, 4.99609523e-02, 2.10393518e-01, ...,\n 3.40361595e-01, 6.99325232e-04, 4.99658585e-01],\n [1.00000000e+01, 4.99611199e-02, 2.10420266e-01, ...,\n 3.40403050e-01, 6.99410448e-04, 4.99658585e-01],\n [2.00000000e+01, 4.99612875e-02, 2.10420117e-01, ...,\n 3.40402782e-01, 6.99409866e-04, 4.99658585e-01],\n ...,\n [1.07997000e+06, 2.94226080e-01, 4.05929476e-01, ...,\n 6.29286408e-01, 1.29296572e-03, 4.99036133e-01],\n [1.07998000e+06, 2.94224292e-01, 4.05928582e-01, ...,\n 6.29285216e-01, 1.29296328e-03, 4.99036163e-01],\n [1.07999000e+06, 2.94222504e-01, 4.05927718e-01, ...,\n 6.29284084e-01, 1.29296095e-03, 4.99036163e-01]]), 8777015: array([[0.00000000e+00, 1.35019243e+00, 3.77973557e-01, ...,\n 5.72664618e-01, 9.04683396e-03, 4.34088051e-01],\n [1.00000000e+01, 1.35021806e+00, 3.77984434e-01, ...,\n 5.72679341e-01, 9.04706679e-03, 4.33997571e-01],\n [2.00000000e+01, 1.35024357e+00, 3.77986819e-01, ...,\n 5.72682619e-01, 9.04711895e-03, 4.33996856e-01],\n ...,\n [1.07997000e+06, 2.59092879e+00, 4.69239563e-01, ...,\n 6.93535864e-01, 1.09563330e-02, 4.05818820e-01],\n [1.07998000e+06, 2.59090734e+00, 4.69238371e-01, ...,\n 6.93534255e-01, 1.09563069e-02, 4.05819237e-01],\n [1.07999000e+06, 2.59088588e+00, 4.69237059e-01, ...,\n 6.93532586e-01, 1.09562809e-02, 4.05819654e-01]]), 8777017: array([[0.00000000e+00, 4.82437706e+00, 7.14111686e-01, ...,\n 1.07805037e+00, 2.00604834e-03, 4.95912433e-01],\n [1.00000000e+01, 4.82438469e+00, 7.14114368e-01, ...,\n 1.07805383e+00, 2.00605462e-03, 4.95911658e-01],\n [2.00000000e+01, 4.82439280e+00, 7.14114726e-01, ...,\n 1.07805431e+00, 2.00605555e-03, 4.95911658e-01],\n ...,\n [1.07997000e+06, 9.27392769e+00, 8.86054218e-01, ...,\n 1.30473459e+00, 2.42786482e-03, 4.94163930e-01],\n [1.07998000e+06, 9.27387047e+00, 1.04539537e+00, ...,\n 6.49668753e-01, 1.20891095e-03, 4.96490180e-01],\n [1.07999000e+06, 9.27375507e+00, 8.86049151e-01, ...,\n 1.30472815e+00, 2.42785295e-03, 4.94163990e-01]]), 8777019: array([[0.00000000e+00, 7.99027458e-02, 3.45509082e-01, ...,\n 5.46389580e-01, 2.76233372e-03, 4.99309808e-01],\n [1.00000000e+01, 7.99031109e-02, 3.45499098e-01, ...,\n 5.46374857e-01, 2.76225922e-03, 4.99309808e-01],\n [2.00000000e+01, 7.99034685e-02, 3.45499903e-01, ...,\n 5.46376050e-01, 2.76226527e-03, 4.99309808e-01],\n ...,\n [1.07997000e+06, 1.07836261e-01, 3.85523528e-01, ...,\n 6.04657114e-01, 3.05691175e-03, 4.99177277e-01],\n [1.07998000e+06, 1.07836060e-01, 3.85523289e-01, ...,\n 6.04656696e-01, 3.05690966e-03, 4.99177277e-01],\n [1.07999000e+06, 1.07835859e-01, 3.85523021e-01, ...,\n 6.04656339e-01, 3.05690779e-03, 4.99177277e-01]]), 8777033: array([[0.00000000e+00, 6.17304134e+00, 6.64555490e-01, ...,\n 3.99552584e-01, 1.14484979e-02, 3.30238312e-01],\n [1.00000000e+01, 6.17309237e+00, 5.09792745e-01, ...,\n 7.51709521e-01, 2.15389561e-02, 2.50000000e-01],\n [2.00000000e+01, 6.17312098e+00, 6.01574600e-01, ...,\n 3.80458593e-01, 1.09013924e-02, 3.21830809e-01],\n ...,\n [1.07997000e+06, 1.18727150e+01, 7.31914759e-01, ...,\n 4.73098248e-01, 1.35558238e-02, 2.50000000e-01],\n [1.07998000e+06, 1.18726053e+01, 7.31913626e-01, ...,\n 4.73096877e-01, 1.35557847e-02, 2.50000000e-01],\n [1.07999000e+06, 1.18724966e+01, 7.31912494e-01, ...,\n 4.73095566e-01, 1.35557475e-02, 2.50000000e-01]]), 8777035: array([[0.00000000e+00, 3.43988067e-03, 1.34564683e-01, ...,\n 2.21038938e-01, 1.27253274e-03, 4.99897212e-01],\n [1.00000000e+01, 3.43993655e-03, 1.34563863e-01, ...,\n 2.21037582e-01, 1.27252494e-03, 4.99897182e-01],\n [2.00000000e+01, 3.43999220e-03, 1.34564713e-01, ...,\n 2.21038982e-01, 1.27253297e-03, 4.99897182e-01],\n ...,\n [1.07997000e+06, 2.17961911e-02, 2.75492907e-01, ...,\n 4.40839708e-01, 2.53793737e-03, 4.99695688e-01],\n [1.07998000e+06, 2.17961259e-02, 2.75492638e-01, ...,\n 4.40839320e-01, 2.53793504e-03, 4.99695688e-01],\n [1.07999000e+06, 2.17960607e-02, 2.75492311e-01, ...,\n 4.40838754e-01, 2.53793178e-03, 4.99695688e-01]]), 8777037: array([[0.00000000e+00, 3.24128345e-02, 3.21798384e-01, ...,\n 5.18023372e-01, 2.78957118e-03, 4.99788493e-01],\n [1.00000000e+01, 3.24128754e-02, 3.21784317e-01, ...,\n 5.18001914e-01, 2.78945570e-03, 4.99788493e-01],\n [2.00000000e+01, 3.24129164e-02, 3.21784735e-01, ...,\n 5.18002510e-01, 2.78945896e-03, 4.99788493e-01],\n ...,\n [1.07997000e+06, 5.41157424e-02, 3.90364259e-01, ...,\n 6.21699512e-01, 3.34787020e-03, 4.99713868e-01],\n [1.07998000e+06, 5.41156344e-02, 3.90363991e-01, ...,\n 6.21699214e-01, 3.34786857e-03, 4.99713868e-01],\n [1.07999000e+06, 5.41155264e-02, 3.90363693e-01, ...,\n 6.21698678e-01, 3.34786577e-03, 4.99713868e-01]]), 8777039: array([[0.00000000e+00, 4.46548732e-03, 1.57948807e-01, ...,\n 2.60071576e-01, 1.08725566e-03, 4.99953181e-01],\n [1.00000000e+01, 4.46550036e-03, 1.57948732e-01, ...,\n 2.60071486e-01, 1.08725531e-03, 4.99953181e-01],\n [2.00000000e+01, 4.46551340e-03, 1.57948941e-01, ...,\n 2.60071784e-01, 1.08725659e-03, 4.99953181e-01],\n ...,\n [1.07997000e+06, 2.98382472e-02, 3.31708997e-01, ...,\n 5.33575177e-01, 2.23066541e-03, 4.99857277e-01],\n [1.07998000e+06, 2.98381764e-02, 3.31708670e-01, ...,\n 5.33574700e-01, 2.23066332e-03, 4.99857277e-01],\n [1.07999000e+06, 2.98381075e-02, 3.31708372e-01, ...,\n 5.33574224e-01, 2.23066146e-03, 4.99857277e-01]]), 8777049: array([[0.00000000e+00, 1.45907089e-01, 3.05307746e-01, ...,\n 4.76494938e-01, 1.86276366e-03, 4.98107344e-01],\n [1.00000000e+01, 1.45906985e-01, 3.05260628e-01, ...,\n 4.76427555e-01, 1.86250033e-03, 4.98106807e-01],\n [2.00000000e+01, 1.45906880e-01, 3.05261433e-01, ...,\n 4.76428717e-01, 1.86250487e-03, 4.98106807e-01],\n ...,\n [1.07997000e+06, 2.42447227e-01, 3.65397066e-01, ...,\n 5.60857356e-01, 2.19256198e-03, 4.97461230e-01],\n [1.07998000e+06, 2.42446408e-01, 3.65396589e-01, ...,\n 5.60856819e-01, 2.19255988e-03, 4.97461230e-01],\n [1.07999000e+06, 2.42445588e-01, 3.65396202e-01, ...,\n 5.60856223e-01, 2.19255756e-03, 4.97461230e-01]]), 8777051: array([[0.00000000e+00, 3.75694712e-03, 1.60697445e-01, ...,\n 2.64575213e-01, 2.13539321e-03, 4.99926716e-01],\n [1.00000000e+01, 3.75695899e-03, 1.60693914e-01, ...,\n 2.64569521e-01, 2.13534711e-03, 4.99926686e-01],\n [2.00000000e+01, 3.75697087e-03, 1.60694093e-01, ...,\n 2.64569819e-01, 2.13534967e-03, 4.99926686e-01],\n ...,\n [1.07997000e+06, 1.54198064e-02, 2.80136168e-01, ...,\n 4.54257727e-01, 3.66632547e-03, 4.99832451e-01],\n [1.07998000e+06, 1.54197887e-02, 2.80136049e-01, ...,\n 4.54257578e-01, 3.66632431e-03, 4.99832451e-01],\n [1.07999000e+06, 1.54197710e-02, 2.80135930e-01, ...,\n 4.54257429e-01, 3.66632291e-03, 4.99832451e-01]]), 8777057: array([[0.00000000e+00, 6.19908038e-04, 6.82164580e-02, ...,\n 1.12848103e-01, 3.82535951e-03, 4.99836028e-01],\n [1.00000000e+01, 6.19910599e-04, 6.81386292e-02, ...,\n 1.12720795e-01, 3.82104400e-03, 4.99835551e-01],\n [2.00000000e+01, 6.19913277e-04, 6.81245402e-02, ...,\n 1.12697758e-01, 3.82026308e-03, 4.99835461e-01],\n ...,\n [1.07997000e+06, 3.49100982e-03, 1.47039250e-01, ...,\n 2.39469439e-01, 8.11760779e-03, 4.99120861e-01],\n [1.07998000e+06, 3.49100353e-03, 1.47039115e-01, ...,\n 2.39469245e-01, 8.11760128e-03, 4.99120861e-01],\n [1.07999000e+06, 3.49099725e-03, 1.47039026e-01, ...,\n 2.39469066e-01, 8.11759569e-03, 4.99120861e-01]]), 8777059: array([[0.00000000e+00, 3.02205270e-04, 7.02216104e-02, ...,\n 1.16380289e-01, 5.67708723e-03, 4.99942064e-01],\n [1.00000000e+01, 3.02207802e-04, 7.02153146e-02, ...,\n 1.16369925e-01, 5.67658152e-03, 4.99942064e-01],\n [2.00000000e+01, 3.02210334e-04, 7.02138171e-02, ...,\n 1.16367482e-01, 5.67646232e-03, 4.99942064e-01],\n ...,\n [1.07997000e+06, 1.42462458e-03, 1.46922871e-01, ...,\n 2.40801856e-01, 1.17464317e-02, 4.99665380e-01],\n [1.07998000e+06, 1.42461958e-03, 1.46922678e-01, ...,\n 2.40801528e-01, 1.17464159e-02, 4.99665380e-01],\n [1.07999000e+06, 1.42461457e-03, 1.46922484e-01, ...,\n 2.40801245e-01, 1.17464019e-02, 4.99665380e-01]]), 8777061: array([[0.00000000e+00, 8.51222500e-03, 1.45742550e-01, ...,\n 2.37456098e-01, 9.99394339e-04, 4.99736935e-01],\n [1.00000000e+01, 8.51234421e-03, 1.45743743e-01, ...,\n 2.37457991e-01, 9.99402371e-04, 4.99736935e-01],\n [2.00000000e+01, 8.51246249e-03, 1.45744517e-01, ...,\n 2.37459213e-01, 9.99407494e-04, 4.99736935e-01],\n ...,\n [1.07997000e+06, 4.82480116e-02, 2.81126767e-01, ...,\n 4.42628354e-01, 1.86291395e-03, 4.99269009e-01],\n [1.07998000e+06, 4.82477397e-02, 2.81126171e-01, ...,\n 4.42627549e-01, 1.86291058e-03, 4.99269009e-01],\n [1.07999000e+06, 4.82474677e-02, 2.81125605e-01, ...,\n 4.42626685e-01, 1.86290697e-03, 4.99269009e-01]]), 8777063: array([[0.00000000e+00, 3.54591720e-02, 2.09863499e-01, ...,\n 3.38367611e-01, 9.41741164e-04, 4.99605715e-01],\n [1.00000000e+01, 3.54595594e-02, 2.09850997e-01, ...,\n 3.38348359e-01, 9.41687613e-04, 4.99605715e-01],\n [2.00000000e+01, 3.54599431e-02, 2.09852070e-01, ...,\n 3.38349998e-01, 9.41692153e-04, 4.99605715e-01],\n ...,\n [1.07997000e+06, 1.68249637e-01, 3.73021901e-01, ...,\n 5.78492701e-01, 1.61005487e-03, 4.99018013e-01],\n [1.07998000e+06, 1.68248668e-01, 3.73021126e-01, ...,\n 5.78491509e-01, 1.61005149e-03, 4.99018013e-01],\n [1.07999000e+06, 1.68247700e-01, 3.73020321e-01, ...,\n 5.78490496e-01, 1.61004870e-03, 4.99018013e-01]]), 8777065: array([[0.00000000e+00, 5.59736416e-03, 1.10085070e-01, ...,\n 1.80307701e-01, 2.59809359e-03, 4.99041557e-01],\n [1.00000000e+01, 5.59739349e-03, 1.10087179e-01, ...,\n 1.80311039e-01, 2.59814179e-03, 4.99041408e-01],\n [2.00000000e+01, 5.59742237e-03, 1.10087395e-01, ...,\n 1.80311382e-01, 2.59814668e-03, 4.99041408e-01],\n ...,\n [1.07997000e+06, 2.70133801e-02, 2.01942071e-01, ...,\n 3.22918653e-01, 4.65300633e-03, 4.97578412e-01],\n [1.07998000e+06, 2.70133205e-02, 2.01941907e-01, ...,\n 3.22918385e-01, 4.65300260e-03, 4.97578412e-01],\n [1.07999000e+06, 2.70132590e-02, 2.01941729e-01, ...,\n 3.22918117e-01, 4.65299888e-03, 4.97578412e-01]]), 8777067: array([[0.00000000e+00, 3.04747751e-04, 6.28515333e-02, ...,\n 1.04132928e-01, 6.54924102e-03, 4.99882102e-01],\n [1.00000000e+01, 3.04747780e-04, 6.28995150e-02, ...,\n 1.04211733e-01, 6.55419752e-03, 4.99882251e-01],\n [2.00000000e+01, 3.04747809e-04, 6.29115924e-02, ...,\n 1.04231559e-01, 6.55544410e-03, 4.99882281e-01],\n ...,\n [1.07997000e+06, 1.82512461e-03, 1.43688813e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07998000e+06, 1.82512426e-03, 1.43688798e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07999000e+06, 1.82512391e-03, 1.43688798e-01, ...,\n 2.34710708e-01, 1.47616807e-02, 4.99244839e-01]]), 8777077: array([[0.00000000e+00, 5.75852973e-05, 2.51172166e-02, ...,\n 4.17892188e-02, 6.08285598e-04, 4.99991328e-01],\n [1.00000000e+01, 5.75853810e-05, 2.51437128e-02, ...,\n 4.18331884e-02, 6.08925591e-04, 4.99991328e-01],\n [2.00000000e+01, 5.75854647e-05, 2.51551885e-02, ...,\n 4.18522283e-02, 6.09202776e-04, 4.99991328e-01],\n ...,\n [1.07997000e+06, 8.78256920e-04, 9.00949463e-02, ...,\n 1.48415849e-01, 2.16034707e-03, 4.99912918e-01],\n [1.07998000e+06, 8.78255814e-04, 9.00949091e-02, ...,\n 1.48415759e-01, 2.16034590e-03, 4.99912918e-01],\n [1.07999000e+06, 8.78254767e-04, 9.00948495e-02, ...,\n 1.48415670e-01, 2.16034451e-03, 4.99912918e-01]]), 8777079: array([[0.00000000e+00, 5.83673874e-03, 1.52795687e-01, ...,\n 2.51520574e-01, 8.49731639e-03, 4.99444187e-01],\n [1.00000000e+01, 5.83677879e-03, 1.52796015e-01, ...,\n 2.51521081e-01, 8.49733315e-03, 4.99444216e-01],\n [2.00000000e+01, 5.83681837e-03, 1.52796462e-01, ...,\n 2.51521796e-01, 8.49735737e-03, 4.99444216e-01],\n ...,\n [1.07997000e+06, 2.90368404e-02, 2.86273390e-01, ...,\n 4.62654531e-01, 1.56302191e-02, 4.98574585e-01],\n [1.07998000e+06, 2.90367622e-02, 2.86273092e-01, ...,\n 4.62654084e-01, 1.56302042e-02, 4.98574585e-01],\n [1.07999000e+06, 2.90366840e-02, 2.86272764e-01, ...,\n 4.62653577e-01, 1.56301875e-02, 4.98574585e-01]]), 8777085: array([[0.00000000e+00, 1.96763012e-03, 1.07631244e-01, ...,\n 1.78424045e-01, 5.90808084e-03, 4.99914765e-01],\n [1.00000000e+01, 1.96764641e-03, 1.07647024e-01, ...,\n 1.78450003e-01, 5.90894045e-03, 4.99914825e-01],\n [2.00000000e+01, 1.96766271e-03, 1.07649952e-01, ...,\n 1.78454831e-01, 5.90910017e-03, 4.99914825e-01],\n ...,\n [1.07997000e+06, 1.34902121e-02, 2.50747889e-01, ...,\n 4.10174191e-01, 1.35819260e-02, 4.99505699e-01],\n [1.07998000e+06, 1.34901674e-02, 2.50747561e-01, ...,\n 4.10173625e-01, 1.35819074e-02, 4.99505699e-01],\n [1.07999000e+06, 1.34901246e-02, 2.50747204e-01, ...,\n 4.10173088e-01, 1.35818897e-02, 4.99505699e-01]]), 8777087: array([[0.00000000e+00, 8.28629639e-03, 1.57684058e-01, ...,\n 2.59839267e-01, 3.69614875e-03, 4.99737054e-01],\n [1.00000000e+01, 8.28635320e-03, 1.57685146e-01, ...,\n 2.59841025e-01, 3.69617390e-03, 4.99736995e-01],\n [2.00000000e+01, 8.28640908e-03, 1.57685548e-01, ...,\n 2.59841710e-01, 3.69618367e-03, 4.99736995e-01],\n ...,\n [1.07997000e+06, 4.58891392e-02, 3.08203012e-01, ...,\n 4.98494208e-01, 7.09095597e-03, 4.99281198e-01],\n [1.07998000e+06, 4.58889641e-02, 3.08202565e-01, ...,\n 4.98493552e-01, 7.09094666e-03, 4.99281198e-01],\n [1.07999000e+06, 4.58887927e-02, 3.08202177e-01, ...,\n 4.98492956e-01, 7.09093828e-03, 4.99281228e-01]]), 8777089: array([[0.00000000e+00, 1.99088128e-03, 1.12400390e-01, ...,\n 1.85079530e-01, 7.06410408e-03, 4.99467194e-01],\n [1.00000000e+01, 1.99088990e-03, 1.12395599e-01, ...,\n 1.85071826e-01, 7.06381025e-03, 4.99466926e-01],\n [2.00000000e+01, 1.99089875e-03, 1.12395741e-01, ...,\n 1.85072020e-01, 7.06381770e-03, 4.99466926e-01],\n ...,\n [1.07997000e+06, 3.06688882e-02, 3.23302597e-01, ...,\n 5.10081530e-01, 1.94687601e-02, 4.97343957e-01],\n [1.07998000e+06, 3.06687783e-02, 3.23302180e-01, ...,\n 5.10080874e-01, 1.94687359e-02, 4.97343957e-01],\n [1.07999000e+06, 3.06686666e-02, 3.23301733e-01, ...,\n 5.10080338e-01, 1.94687154e-02, 4.97343957e-01]]), 8777097: array([[0.00000000e+00, 1.70087186e-03, 9.12719145e-02, ...,\n 1.50861934e-01, 2.59659090e-03, 4.99876082e-01],\n [1.00000000e+01, 1.70087884e-03, 9.12233591e-02, ...,\n 1.50782645e-01, 2.59522628e-03, 4.99875784e-01],\n [2.00000000e+01, 1.70088594e-03, 9.12173688e-02, ...,\n 1.50772884e-01, 2.59505818e-03, 4.99875754e-01],\n ...,\n [1.07997000e+06, 1.02291116e-02, 1.97735608e-01, ...,\n 3.21185172e-01, 5.52814407e-03, 4.99381840e-01],\n [1.07998000e+06, 1.02290967e-02, 1.97735518e-01, ...,\n 3.21185052e-01, 5.52814174e-03, 4.99381840e-01],\n [1.07999000e+06, 1.02290818e-02, 1.97735399e-01, ...,\n 3.21184844e-01, 5.52813848e-03, 4.99381840e-01]]), 8777111: array([[0.00000000e+00, 8.34229682e-03, 1.83138549e-01, ...,\n 3.00292283e-01, 1.59900042e-03, 4.99894738e-01],\n [1.00000000e+01, 8.34230706e-03, 1.83136225e-01, ...,\n 3.00288588e-01, 1.59898074e-03, 4.99894738e-01],\n [2.00000000e+01, 8.34231731e-03, 1.83136344e-01, ...,\n 3.00288796e-01, 1.59898179e-03, 4.99894738e-01],\n ...,\n [1.07997000e+06, 4.53427769e-02, 3.52057934e-01, ...,\n 5.62894881e-01, 2.99731037e-03, 4.99714941e-01],\n [1.07998000e+06, 4.53426950e-02, 3.52057755e-01, ...,\n 5.62894583e-01, 2.99730874e-03, 4.99714941e-01],\n [1.07999000e+06, 4.53426167e-02, 3.52057487e-01, ...,\n 5.62894166e-01, 2.99730641e-03, 4.99714941e-01]]), 8777135: array([[0.00000000e+00, 6.17096329e+00, 4.59346652e-01, ...,\n 6.74029410e-01, 7.82844797e-03, 3.23514163e-01],\n [1.00000000e+01, 6.17098761e+00, 5.84620714e-01, ...,\n 3.54885072e-01, 4.12177760e-03, 3.97253454e-01],\n [2.00000000e+01, 6.17102909e+00, 4.59504008e-01, ...,\n 6.74232602e-01, 7.83080794e-03, 3.22907716e-01],\n ...,\n [1.07997000e+06, 1.21456528e+01, 6.49183631e-01, ...,\n 4.29180831e-01, 4.98467870e-03, 3.32039952e-01],\n [1.07998000e+06, 1.21455326e+01, 6.49182439e-01, ...,\n 4.29179400e-01, 4.98466194e-03, 3.32041085e-01],\n [1.07999000e+06, 1.21454124e+01, 6.49181366e-01, ...,\n 4.29178059e-01, 4.98464657e-03, 3.32042187e-01]]), 8776621: array([[0.00000000e+00, 1.52818188e-02, 2.34163821e-01, ...,\n 3.79431456e-01, 5.46731194e-03, 4.99475867e-01],\n [1.00000000e+01, 1.52826682e-02, 2.34183937e-01, ...,\n 3.79462749e-01, 5.46776270e-03, 4.99475777e-01],\n [2.00000000e+01, 1.52835092e-02, 2.34188721e-01, ...,\n 3.79470170e-01, 5.46786981e-03, 4.99475747e-01],\n ...,\n [1.07997000e+06, 7.18476996e-02, 4.18193579e-01, ...,\n 6.54556513e-01, 9.43164993e-03, 4.98695135e-01],\n [1.07998000e+06, 7.18476325e-02, 4.18193460e-01, ...,\n 6.54556215e-01, 9.43164527e-03, 4.98695135e-01],\n [1.07999000e+06, 7.18475655e-02, 4.18193340e-01, ...,\n 6.54556096e-01, 9.43164434e-03, 4.98695135e-01]]), 8780233: array([[0.00000000e+00, 1.91717997e-01, 3.13265860e-01, ...,\n 4.82909501e-01, 1.09627587e-03, 4.98288602e-01],\n [1.00000000e+01, 1.91718474e-01, 3.13218862e-01, ...,\n 4.82844085e-01, 1.09612732e-03, 4.98288035e-01],\n [2.00000000e+01, 1.91718951e-01, 3.13220114e-01, ...,\n 4.82845783e-01, 1.09613128e-03, 4.98288035e-01],\n ...,\n [1.07997000e+06, 3.06705862e-01, 3.68476212e-01, ...,\n 5.58542907e-01, 1.26797485e-03, 4.97760445e-01],\n [1.07998000e+06, 3.06704164e-01, 3.68475556e-01, ...,\n 5.58542013e-01, 1.26797287e-03, 4.97760445e-01],\n [1.07999000e+06, 3.06702465e-01, 3.68474841e-01, ...,\n 5.58541119e-01, 1.26797077e-03, 4.97760475e-01]]), 8777163: array([[0.00000000e+00, 8.27936176e-03, 1.69687420e-01, ...,\n 2.78859705e-01, 7.65677367e-04, 4.99944955e-01],\n [1.00000000e+01, 8.27938225e-03, 1.69691324e-01, ...,\n 2.78865963e-01, 7.65694538e-04, 4.99944925e-01],\n [2.00000000e+01, 8.27940181e-03, 1.69691473e-01, ...,\n 2.78866202e-01, 7.65695237e-04, 4.99944925e-01],\n ...,\n [1.07997000e+06, 8.61194581e-02, 4.17712986e-01, ...,\n 6.61772549e-01, 1.81705807e-03, 4.99781638e-01],\n [1.07998000e+06, 8.61190856e-02, 4.17712361e-01, ...,\n 6.61771595e-01, 1.81705540e-03, 4.99781638e-01],\n [1.07999000e+06, 8.61187130e-02, 4.17711675e-01, ...,\n 6.61770582e-01, 1.81705260e-03, 4.99781638e-01]]), 8780235: array([[0.00000000e+00, 2.08099056e-02, 1.66383788e-01, ...,\n 2.70572126e-01, 9.52718779e-03, 4.96096611e-01],\n [1.00000000e+01, 2.08101533e-02, 1.66415304e-01, ...,\n 2.70621568e-01, 9.52892844e-03, 4.96095151e-01],\n [2.00000000e+01, 2.08103992e-02, 1.66415676e-01, ...,\n 2.70622104e-01, 9.52894799e-03, 4.96095151e-01],\n ...,\n [1.07997000e+06, 9.43046659e-02, 2.94594705e-01, ...,\n 4.64961171e-01, 1.63718723e-02, 4.90498573e-01],\n [1.07998000e+06, 9.43044797e-02, 2.94594496e-01, ...,\n 4.64960873e-01, 1.63718630e-02, 4.90498573e-01],\n [1.07999000e+06, 9.43042934e-02, 2.94594258e-01, ...,\n 4.64960575e-01, 1.63718518e-02, 4.90498602e-01]]), 8777165: array([[0.00000000e+00, 2.49382528e-03, 1.18645728e-01, ...,\n 1.95868686e-01, 1.11669709e-03, 4.99938875e-01],\n [1.00000000e+01, 2.49383342e-03, 1.18653215e-01, ...,\n 1.95880905e-01, 1.11676683e-03, 4.99938935e-01],\n [2.00000000e+01, 2.49384204e-03, 1.18653513e-01, ...,\n 1.95881352e-01, 1.11676939e-03, 4.99938935e-01],\n ...,\n [1.07997000e+06, 1.74075067e-02, 2.55513191e-01, ...,\n 4.13631320e-01, 2.35821726e-03, 4.99809802e-01],\n [1.07998000e+06, 1.74074695e-02, 2.55512953e-01, ...,\n 4.13631022e-01, 2.35821563e-03, 4.99809802e-01],\n [1.07999000e+06, 1.74074322e-02, 2.55512744e-01, ...,\n 4.13630664e-01, 2.35821353e-03, 4.99809802e-01]]), 8780237: array([[0.00000000e+00, 6.11934299e-03, 1.39297307e-01, ...,\n 2.27444276e-01, 1.65053899e-03, 4.99671757e-01],\n [1.00000000e+01, 6.11939281e-03, 1.39304280e-01, ...,\n 2.27455303e-01, 1.65061897e-03, 4.99671638e-01],\n [2.00000000e+01, 6.11944217e-03, 1.39304668e-01, ...,\n 2.27455899e-01, 1.65062328e-03, 4.99671638e-01],\n ...,\n [1.07997000e+06, 3.35231386e-02, 2.66516417e-01, ...,\n 4.21963632e-01, 3.06214532e-03, 4.99105453e-01],\n [1.07998000e+06, 3.35230902e-02, 2.66516298e-01, ...,\n 4.21963423e-01, 3.06214369e-03, 4.99105453e-01],\n [1.07999000e+06, 3.35230418e-02, 2.66516149e-01, ...,\n 4.21963185e-01, 3.06214206e-03, 4.99105453e-01]]), 8777167: array([[0.00000000e+00, 6.17430592e+00, 4.03399467e-01, ...,\n 5.87871790e-01, 5.05913747e-03, 2.91151702e-01],\n [1.00000000e+01, 6.17432308e+00, 4.97527927e-01, ...,\n 3.07594836e-01, 2.64711562e-03, 3.70909303e-01],\n [2.00000000e+01, 6.17435360e+00, 4.03368115e-01, ...,\n 5.87831616e-01, 5.05879195e-03, 2.90358335e-01],\n ...,\n [1.07997000e+06, 1.22331171e+01, 5.56405067e-01, ...,\n 3.78950626e-01, 3.26119293e-03, 2.93600798e-01],\n [1.07998000e+06, 1.22329931e+01, 5.56403995e-01, ...,\n 3.78949255e-01, 3.26118106e-03, 2.93602139e-01],\n [1.07999000e+06, 1.22328691e+01, 5.56403100e-01, ...,\n 3.78947943e-01, 3.26116988e-03, 2.93603539e-01]]), 8780239: array([[0.00000000e+00, 1.26581425e-02, 2.10439160e-01, ...,\n 3.39695752e-01, 3.34346201e-03, 4.99512315e-01],\n [1.00000000e+01, 1.26581918e-02, 2.10422546e-01, ...,\n 3.39670122e-01, 3.34320986e-03, 4.99512404e-01],\n [2.00000000e+01, 1.26582412e-02, 2.10423067e-01, ...,\n 3.39670956e-01, 3.34321801e-03, 4.99512404e-01],\n ...,\n [1.07997000e+06, 1.97272543e-02, 2.49056920e-01, ...,\n 3.98605317e-01, 3.92328063e-03, 4.99366432e-01],\n [1.07998000e+06, 1.97272208e-02, 2.49056771e-01, ...,\n 3.98605078e-01, 3.92327830e-03, 4.99366432e-01],\n [1.07999000e+06, 1.97271872e-02, 2.49056578e-01, ...,\n 3.98604810e-01, 3.92327551e-03, 4.99366432e-01]]), 8780241: array([[0.00000000e+00, 2.20930815e-01, 2.98835605e-01, ...,\n 4.64531451e-01, 5.87271107e-03, 4.89490569e-01],\n [1.00000000e+01, 2.20931828e-01, 2.98980027e-01, ...,\n 4.64736074e-01, 5.87529829e-03, 4.89496469e-01],\n [2.00000000e+01, 2.20932826e-01, 2.98977673e-01, ...,\n 4.64732677e-01, 5.87525498e-03, 4.89496261e-01],\n ...,\n [1.07997000e+06, 4.53461111e-01, 3.85404557e-01, ...,\n 5.84154427e-01, 7.38501176e-03, 4.84622121e-01],\n [1.07998000e+06, 4.53458816e-01, 3.85403812e-01, ...,\n 5.84153414e-01, 7.38499919e-03, 4.84622180e-01],\n [1.07999000e+06, 4.53456491e-01, 3.85403186e-01, ...,\n 5.84152579e-01, 7.38498848e-03, 4.84622210e-01]]), 8780243: array([[0.00000000e+00, 1.35994563e-02, 1.51325420e-01, ...,\n 2.46942937e-01, 1.40149228e-03, 4.99550998e-01],\n [1.00000000e+01, 1.35995718e-02, 1.51335970e-01, ...,\n 2.46959627e-01, 1.40158704e-03, 4.99550909e-01],\n [2.00000000e+01, 1.35996863e-02, 1.51336372e-01, ...,\n 2.46960253e-01, 1.40159053e-03, 4.99550909e-01],\n ...,\n [1.07997000e+06, 5.67669310e-02, 2.61246264e-01, ...,\n 4.15988296e-01, 2.36088713e-03, 4.98957932e-01],\n [1.07998000e+06, 5.67668267e-02, 2.61246085e-01, ...,\n 4.15987998e-01, 2.36088526e-03, 4.98957932e-01],\n [1.07999000e+06, 5.67667224e-02, 2.61245877e-01, ...,\n 4.15987790e-01, 2.36088410e-03, 4.98957932e-01]]), 8780245: array([[0.00000000e+00, 4.42607462e-01, 3.98185015e-01, ...,\n 6.06233180e-01, 2.96591572e-03, 4.94170010e-01],\n [1.00000000e+01, 4.42603856e-01, 3.98180991e-01, ...,\n 6.06227756e-01, 2.96588917e-03, 4.94172752e-01],\n [2.00000000e+01, 4.42600340e-01, 3.98179919e-01, ...,\n 6.06226146e-01, 2.96588126e-03, 4.94172782e-01],\n ...,\n [1.07997000e+06, 5.65759838e-01, 4.32864130e-01, ...,\n 6.53029919e-01, 3.19486251e-03, 4.93311465e-01],\n [1.07998000e+06, 5.65755904e-01, 4.32863146e-01, ...,\n 6.53028607e-01, 3.19485622e-03, 4.93311495e-01],\n [1.07999000e+06, 5.65751970e-01, 4.32862103e-01, ...,\n 6.53027236e-01, 3.19484947e-03, 4.93311495e-01]]), 8780247: array([[0.00000000e+00, 2.89739668e-01, 3.03275347e-01, ...,\n 4.69746202e-01, 1.97538338e-03, 4.95351166e-01],\n [1.00000000e+01, 2.89741218e-01, 3.03268433e-01, ...,\n 4.69736457e-01, 1.97534240e-03, 4.95350897e-01],\n [2.00000000e+01, 2.89742798e-01, 3.03269178e-01, ...,\n 4.69737470e-01, 1.97534682e-03, 4.95350897e-01],\n ...,\n [1.07997000e+06, 6.29037917e-01, 3.97663355e-01, ...,\n 5.99007070e-01, 2.51895306e-03, 4.92995620e-01],\n [1.07998000e+06, 6.29034102e-01, 3.97662491e-01, ...,\n 5.99005878e-01, 2.51894817e-03, 4.92995650e-01],\n [1.07999000e+06, 6.29030287e-01, 3.97661656e-01, ...,\n 5.99004805e-01, 2.51894351e-03, 4.92995650e-01]]), 8780249: array([[0.00000000e+00, 7.67072558e-01, 3.95246893e-01, ...,\n 5.99907696e-01, 1.34207541e-02, 4.52264369e-01],\n [1.00000000e+01, 7.67063618e-01, 3.95240664e-01, ...,\n 5.99899232e-01, 1.34205641e-02, 4.52301502e-01],\n [2.00000000e+01, 7.67054796e-01, 3.95239145e-01, ...,\n 5.99897206e-01, 1.34205194e-02, 4.52301800e-01],\n ...,\n [1.07997000e+06, 1.26859128e+00, 4.67770934e-01, ...,\n 6.96551919e-01, 1.55828167e-02, 4.37021583e-01],\n [1.07998000e+06, 1.26858306e+00, 4.67769921e-01, ...,\n 6.96550488e-01, 1.55827850e-02, 4.37021792e-01],\n [1.07999000e+06, 1.26857483e+00, 4.67768878e-01, ...,\n 6.96549296e-01, 1.55827580e-02, 4.37022030e-01]]), 8780251: array([[0.00000000e+00, 2.47838330e-02, 2.27392629e-01, ...,\n 3.63749325e-01, 1.42311945e-03, 4.99579966e-01],\n [1.00000000e+01, 2.47840732e-02, 2.27368593e-01, ...,\n 3.63713145e-01, 1.42297789e-03, 4.99579966e-01],\n [2.00000000e+01, 2.47843117e-02, 2.27369815e-01, ...,\n 3.63714963e-01, 1.42298499e-03, 4.99579966e-01],\n ...,\n [1.07997000e+06, 3.71289589e-02, 2.64379352e-01, ...,\n 4.18935508e-01, 1.63902785e-03, 4.99467015e-01],\n [1.07998000e+06, 3.71288694e-02, 2.64379054e-01, ...,\n 4.18935090e-01, 1.63902622e-03, 4.99467015e-01],\n [1.07999000e+06, 3.71287800e-02, 2.64378846e-01, ...,\n 4.18934762e-01, 1.63902494e-03, 4.99467015e-01]]), 8780253: array([[0.00000000e+00, 4.61752750e-02, 2.77490735e-01, ...,\n 4.43435192e-01, 2.03224178e-03, 4.99485582e-01],\n [1.00000000e+01, 4.61756736e-02, 2.77494282e-01, ...,\n 4.43440527e-01, 2.03226623e-03, 4.99485582e-01],\n [2.00000000e+01, 4.61760722e-02, 2.77495146e-01, ...,\n 4.43441927e-01, 2.03227275e-03, 4.99485582e-01],\n ...,\n [1.07997000e+06, 9.28493291e-02, 3.59253347e-01, ...,\n 5.64070821e-01, 2.58510909e-03, 4.99224633e-01],\n [1.07998000e+06, 9.28492025e-02, 3.59253138e-01, ...,\n 5.64070582e-01, 2.58510793e-03, 4.99224633e-01],\n [1.07999000e+06, 9.28490758e-02, 3.59252989e-01, ...,\n 5.64070344e-01, 2.58510699e-03, 4.99224633e-01]]), 8780255: array([[0.00000000e+00, 1.28377244e-01, 3.55191469e-01, ...,\n 5.50704598e-01, 2.94809742e-03, 4.98304605e-01],\n [1.00000000e+01, 1.28377542e-01, 3.55193555e-01, ...,\n 5.50707519e-01, 2.94811302e-03, 4.98304605e-01],\n [2.00000000e+01, 1.28377840e-01, 3.55193824e-01, ...,\n 5.50707877e-01, 2.94811488e-03, 4.98304605e-01],\n ...,\n [1.07997000e+06, 1.35729373e-01, 3.62277418e-01, ...,\n 5.60662329e-01, 3.00140423e-03, 4.98248935e-01],\n [1.07998000e+06, 1.35729060e-01, 3.62277150e-01, ...,\n 5.60661912e-01, 3.00140213e-03, 4.98248935e-01],\n [1.07999000e+06, 1.35728747e-01, 3.62276822e-01, ...,\n 5.60661376e-01, 3.00139911e-03, 4.98248935e-01]]), 8780259: array([[0.00000000e+00, 5.80230728e-03, 1.78615436e-01, ...,\n 2.91905820e-01, 9.09363944e-03, 4.99399513e-01],\n [1.00000000e+01, 5.80231193e-03, 1.78612873e-01, ...,\n 2.91901767e-01, 9.09351371e-03, 4.99399632e-01],\n [2.00000000e+01, 5.80231566e-03, 1.78612947e-01, ...,\n 2.91901857e-01, 9.09351557e-03, 4.99399632e-01],\n ...,\n [1.07997000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07998000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07999000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01]]), 8780261: array([[0.00000000e+00, 7.11081224e-03, 1.68817773e-01, ...,\n 2.74992496e-01, 9.38540976e-03, 4.98827815e-01],\n [1.00000000e+01, 7.11084716e-03, 1.68814048e-01, ...,\n 2.74986595e-01, 9.38520860e-03, 4.98827994e-01],\n [2.00000000e+01, 7.11088162e-03, 1.68814421e-01, ...,\n 2.74987131e-01, 9.38522629e-03, 4.98827964e-01],\n ...,\n [1.07997000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07998000e+06, 5.96066639e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07999000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01]]), 8780263: array([[0.00000000e+00, 2.38184892e-02, 1.66764230e-01, ...,\n 2.69865066e-01, 8.84513487e-04, 4.99469250e-01],\n [1.00000000e+01, 2.38187760e-02, 1.66784853e-01, ...,\n 2.69896984e-01, 8.84618086e-04, 4.99469191e-01],\n [2.00000000e+01, 2.38190610e-02, 1.66785300e-01, ...,\n 2.69897699e-01, 8.84620415e-04, 4.99469191e-01],\n ...,\n [1.07997000e+06, 1.38553977e-01, 3.20601702e-01, ...,\n 4.97389942e-01, 1.63025211e-03, 4.98508871e-01],\n [1.07998000e+06, 1.38553426e-01, 3.20601195e-01, ...,\n 4.97389346e-01, 1.63025013e-03, 4.98508871e-01],\n [1.07999000e+06, 1.38552874e-01, 3.20600718e-01, ...,\n 4.97388661e-01, 1.63024792e-03, 4.98508871e-01]]), 8780265: array([[0.00000000e+00, 3.51095907e-02, 1.56244874e-01, ...,\n 2.52716810e-01, 7.68136187e-03, 4.91219521e-01],\n [1.00000000e+01, 3.51098850e-02, 1.56178623e-01, ...,\n 2.52614170e-01, 7.67824240e-03, 4.91217107e-01],\n [2.00000000e+01, 3.51101756e-02, 1.56180173e-01, ...,\n 2.52616614e-01, 7.67831644e-03, 4.91217077e-01],\n ...,\n [1.07997000e+06, 2.65954137e-01, 3.29124242e-01, ...,\n 5.05745351e-01, 1.53721990e-02, 4.71337348e-01],\n [1.07998000e+06, 2.65952706e-01, 3.29123616e-01, ...,\n 5.05744457e-01, 1.53721720e-02, 4.71337467e-01],\n [1.07999000e+06, 2.65951276e-01, 3.29123020e-01, ...,\n 5.05743682e-01, 1.53721487e-02, 4.71337527e-01]]), 8780267: array([[0.00000000e+00, 4.66435309e-03, 1.52439475e-02, ...,\n 2.26741545e-02, 1.97510060e-04, 2.50000000e-01],\n [1.00000000e+01, 4.66436148e-03, 1.51841622e-02, ...,\n 2.25963462e-02, 1.96832290e-04, 2.50000000e-01],\n [2.00000000e+01, 4.66436986e-03, 1.51854744e-02, ...,\n 2.25980561e-02, 1.96847177e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.14687118e-02, 2.90463530e-02, ...,\n 2.17981804e-02, 1.89879618e-04, 2.50000000e-01],\n [1.07998000e+06, 3.14684995e-02, 2.90463120e-02, ...,\n 2.17981227e-02, 1.89879123e-04, 2.50000000e-01],\n [1.07999000e+06, 3.14682871e-02, 2.90462784e-02, ...,\n 2.17980687e-02, 1.89878658e-04, 2.50000000e-01]]), 8780269: array([[0.00000000e+00, 7.30879307e-02, 2.86729541e-02, ...,\n 4.21704538e-02, 1.27789262e-03, 2.50000000e-01],\n [1.00000000e+01, 7.30888322e-02, 2.86730658e-02, ...,\n 4.21705991e-02, 1.27789692e-03, 2.50000000e-01],\n [2.00000000e+01, 7.30897263e-02, 2.86731832e-02, ...,\n 4.21707444e-02, 1.27790135e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.50066888e-01, 5.36919795e-02, ...,\n 4.37608659e-02, 1.32608693e-03, 2.50000000e-01],\n [1.07998000e+06, 5.50062656e-01, 5.36918826e-02, ...,\n 4.37607281e-02, 1.32608274e-03, 2.50000000e-01],\n [1.07999000e+06, 5.50058424e-01, 5.36917932e-02, ...,\n 4.37605903e-02, 1.32607855e-03, 2.50000000e-01]]), 8780271: array([[0.00000000e+00, 4.90910783e-02, 1.47182152e-01, ...,\n 2.36947700e-01, 1.76300376e-03, 4.95693594e-01],\n [1.00000000e+01, 4.90915552e-02, 1.47237360e-01, ...,\n 2.37032220e-01, 1.76363264e-03, 4.95693386e-01],\n [2.00000000e+01, 4.90920320e-02, 1.47236943e-01, ...,\n 2.37031668e-01, 1.76362845e-03, 4.95693356e-01],\n ...,\n [1.07997000e+06, 3.94919693e-01, 3.14668536e-01, ...,\n 4.77722108e-01, 3.55447992e-03, 4.85979259e-01],\n [1.07998000e+06, 3.94917369e-01, 3.14667910e-01, ...,\n 4.77721274e-01, 3.55447386e-03, 4.85979319e-01],\n [1.07999000e+06, 3.94915044e-01, 3.14667284e-01, ...,\n 4.77720410e-01, 3.55446734e-03, 4.85979348e-01]]), 8780273: array([[0.00000000e+00, 1.80780739e-01, 3.27332616e-01, ...,\n 5.01908064e-01, 2.89785257e-03, 4.95995641e-01],\n [1.00000000e+01, 1.80781767e-01, 3.27393204e-01, ...,\n 5.01991510e-01, 2.89833429e-03, 4.95996892e-01],\n [2.00000000e+01, 1.80782765e-01, 3.27392578e-01, ...,\n 5.01990616e-01, 2.89832917e-03, 4.95996863e-01],\n ...,\n [1.07997000e+06, 2.62830019e-01, 3.72262299e-01, ...,\n 5.62992156e-01, 3.25053209e-03, 4.95043427e-01],\n [1.07998000e+06, 2.62828857e-01, 3.72261733e-01, ...,\n 5.62991381e-01, 3.25052743e-03, 4.95043427e-01],\n [1.07999000e+06, 2.62827694e-01, 3.72261196e-01, ...,\n 5.62990606e-01, 3.25052300e-03, 4.95043427e-01]]), 8780275: array([[0.00000000e+00, 1.63128898e-01, 2.98001170e-01, ...,\n 4.66693103e-01, 1.23856973e-03, 4.98587132e-01],\n [1.00000000e+01, 1.63130686e-01, 2.98104644e-01, ...,\n 4.66842026e-01, 1.23896496e-03, 4.98587668e-01],\n [2.00000000e+01, 1.63132459e-01, 2.98103809e-01, ...,\n 4.66840893e-01, 1.23896205e-03, 4.98587638e-01],\n ...,\n [1.07997000e+06, 3.79375070e-01, 4.01481390e-01, ...,\n 6.11394227e-01, 1.62259617e-03, 4.97703880e-01],\n [1.07998000e+06, 3.79373610e-01, 4.01480913e-01, ...,\n 6.11393511e-01, 1.62259419e-03, 4.97703910e-01],\n [1.07999000e+06, 3.79372150e-01, 4.01480407e-01, ...,\n 6.11392856e-01, 1.62259245e-03, 4.97703910e-01]]), 8780277: array([[0.00000000e+00, 1.53112523e-02, 1.82965577e-01, ...,\n 2.96670049e-01, 1.01218035e-03, 4.99749899e-01],\n [1.00000000e+01, 1.53114032e-02, 1.82960227e-01, ...,\n 2.96661705e-01, 1.01215183e-03, 4.99749899e-01],\n [2.00000000e+01, 1.53115541e-02, 1.82961002e-01, ...,\n 2.96662927e-01, 1.01215602e-03, 4.99749899e-01],\n ...,\n [1.07997000e+06, 6.77768141e-02, 3.19900632e-01, ...,\n 5.02306521e-01, 1.71377184e-03, 4.99399483e-01],\n [1.07998000e+06, 6.77766055e-02, 3.19900304e-01, ...,\n 5.02306044e-01, 1.71377021e-03, 4.99399513e-01],\n [1.07999000e+06, 6.77763969e-02, 3.19899946e-01, ...,\n 5.02305448e-01, 1.71376811e-03, 4.99399513e-01]]), 8780279: array([[0.00000000e+00, 8.07129219e-02, 1.81209117e-01, ...,\n 2.90972829e-01, 2.61901738e-03, 4.95015979e-01],\n [1.00000000e+01, 8.07139501e-02, 1.81159168e-01, ...,\n 2.90896773e-01, 2.61833286e-03, 4.95014101e-01],\n [2.00000000e+01, 8.07149857e-02, 1.81160927e-01, ...,\n 2.90899426e-01, 2.61835661e-03, 4.95014071e-01],\n ...,\n [1.07997000e+06, 6.08689666e-01, 3.76780450e-01, ...,\n 5.70618689e-01, 5.13608195e-03, 4.84423488e-01],\n [1.07998000e+06, 6.08685017e-01, 3.76779497e-01, ...,\n 5.70617318e-01, 5.13606938e-03, 4.84423548e-01],\n [1.07999000e+06, 6.08680367e-01, 3.76778483e-01, ...,\n 5.70616007e-01, 5.13605773e-03, 4.84423608e-01]]), 8780281: array([[0.00000000e+00, 1.00333415e-01, 1.93301201e-01, ...,\n 3.09517205e-01, 2.19204812e-03, 4.95585591e-01],\n [1.00000000e+01, 1.00334711e-01, 1.93239674e-01, ...,\n 3.09424102e-01, 2.19138898e-03, 4.95583326e-01],\n [2.00000000e+01, 1.00336000e-01, 1.93241701e-01, ...,\n 3.09427172e-01, 2.19141063e-03, 4.95583326e-01],\n ...,\n [1.07997000e+06, 6.97627783e-01, 3.88920963e-01, ...,\n 5.87751567e-01, 4.16254671e-03, 4.86873001e-01],\n [1.07998000e+06, 6.97622597e-01, 3.88919920e-01, ...,\n 5.87750316e-01, 4.16253787e-03, 4.86873060e-01],\n [1.07999000e+06, 6.97617531e-01, 3.88918996e-01, ...,\n 5.87748945e-01, 4.16252809e-03, 4.86873090e-01]]), 8780283: array([[0.00000000e+00, 5.41495644e-02, 2.64103383e-01, ...,\n 4.20774937e-01, 2.22632242e-03, 4.99116480e-01],\n [1.00000000e+01, 5.41501008e-02, 2.64067084e-01, ...,\n 4.20720637e-01, 2.22603511e-03, 4.99116361e-01],\n [2.00000000e+01, 5.41506298e-02, 2.64068693e-01, ...,\n 4.20723110e-01, 2.22604815e-03, 4.99116361e-01],\n ...,\n [1.07997000e+06, 1.66081354e-01, 3.96771580e-01, ...,\n 6.12242818e-01, 3.23937996e-03, 4.98299241e-01],\n [1.07998000e+06, 1.66080803e-01, 3.96771133e-01, ...,\n 6.12242103e-01, 3.23937600e-03, 4.98299241e-01],\n [1.07999000e+06, 1.66080266e-01, 3.96770656e-01, ...,\n 6.12241507e-01, 3.23937298e-03, 4.98299241e-01]]), 8780285: array([[0.00000000e+00, 3.81630898e-01, 3.01789582e-01, ...,\n 4.59842920e-01, 2.45773885e-03, 4.89650041e-01],\n [1.00000000e+01, 3.81634921e-01, 3.01789165e-01, ...,\n 4.59842414e-01, 2.45773606e-03, 4.89653170e-01],\n [2.00000000e+01, 3.81638914e-01, 3.01790297e-01, ...,\n 4.59843904e-01, 2.45774398e-03, 4.89653111e-01],\n ...,\n [1.07997000e+06, 7.02088714e-01, 3.70428532e-01, ...,\n 5.51530063e-01, 2.94778240e-03, 4.85478789e-01],\n [1.07998000e+06, 7.02084243e-01, 3.70427787e-01, ...,\n 5.51529050e-01, 2.94777681e-03, 4.85478848e-01],\n [1.07999000e+06, 7.02079833e-01, 3.70426983e-01, ...,\n 5.51528037e-01, 2.94777146e-03, 4.85478908e-01]]), 8780287: array([[0.00000000e+00, 7.38162640e-03, 1.04786888e-01, ...,\n 1.71507269e-01, 6.00515632e-04, 4.99629557e-01],\n [1.00000000e+01, 7.38168880e-03, 1.04805455e-01, ...,\n 1.71536848e-01, 6.00619242e-04, 4.99629080e-01],\n [2.00000000e+01, 7.38175167e-03, 1.04805611e-01, ...,\n 1.71537116e-01, 6.00620173e-04, 4.99629080e-01],\n ...,\n [1.07997000e+06, 6.29750118e-02, 2.36973822e-01, ...,\n 3.73049647e-01, 1.30619621e-03, 4.98690248e-01],\n [1.07998000e+06, 6.29748031e-02, 2.36973509e-01, ...,\n 3.73049229e-01, 1.30619481e-03, 4.98690248e-01],\n [1.07999000e+06, 6.29745945e-02, 2.36973226e-01, ...,\n 3.73048782e-01, 1.30619318e-03, 4.98690277e-01]]), 8780289: array([[0.00000000e+00, 6.42274842e-02, 1.78760275e-01, ...,\n 2.87845284e-01, 2.16750964e-03, 4.96863425e-01],\n [1.00000000e+01, 6.42283633e-02, 1.78801358e-01, ...,\n 2.87908286e-01, 2.16798414e-03, 4.96863574e-01],\n [2.00000000e+01, 6.42292500e-02, 1.78801596e-01, ...,\n 2.87908673e-01, 2.16798694e-03, 4.96863544e-01],\n ...,\n [1.07997000e+06, 4.62654382e-01, 3.68079156e-01, ...,\n 5.61343968e-01, 4.22698772e-03, 4.90407079e-01],\n [1.07998000e+06, 4.62652057e-01, 3.68078500e-01, ...,\n 5.61343133e-01, 4.22698166e-03, 4.90407109e-01],\n [1.07999000e+06, 4.62649703e-01, 3.68077844e-01, ...,\n 5.61342239e-01, 4.22697468e-03, 4.90407139e-01]]), 8780291: array([[0.00000000e+00, 1.37710129e-03, 8.80727842e-02, ...,\n 1.45739749e-01, 9.38440091e-04, 4.99967277e-01],\n [1.00000000e+01, 1.37710629e-03, 8.81132558e-02, ...,\n 1.45806000e-01, 9.38866695e-04, 4.99967337e-01],\n [2.00000000e+01, 1.37711130e-03, 8.81194174e-02, ...,\n 1.45816103e-01, 9.38931713e-04, 4.99967337e-01],\n ...,\n [1.07997000e+06, 9.35086701e-03, 2.02357456e-01, ...,\n 3.29171121e-01, 2.11958215e-03, 4.99817431e-01],\n [1.07998000e+06, 9.35084745e-03, 2.02357262e-01, ...,\n 3.29170853e-01, 2.11958052e-03, 4.99817431e-01],\n [1.07999000e+06, 9.35082790e-03, 2.02357098e-01, ...,\n 3.29170555e-01, 2.11957842e-03, 4.99817431e-01]]), 8780293: array([[0.00000000e+00, 1.68219090e-01, 2.38276258e-01, ...,\n 3.81534159e-01, 3.90916131e-03, 4.93385166e-01],\n [1.00000000e+01, 1.68221444e-01, 2.38271996e-01, ...,\n 3.81527781e-01, 3.90909612e-03, 4.93384898e-01],\n [2.00000000e+01, 1.68223798e-01, 2.38273352e-01, ...,\n 3.81529778e-01, 3.90911661e-03, 4.93384838e-01],\n ...,\n [1.07997000e+06, 1.18545222e+00, 4.81713116e-01, ...,\n 7.27754176e-01, 7.45649775e-03, 4.80226994e-01],\n [1.07998000e+06, 1.18544436e+00, 4.81712043e-01, ...,\n 7.27752686e-01, 7.45648239e-03, 4.80227083e-01],\n [1.07999000e+06, 1.18543649e+00, 4.81711030e-01, ...,\n 7.27751315e-01, 7.45646842e-03, 4.80227143e-01]]), 8780295: array([[0.00000000e+00, 1.75360101e-03, 1.21541722e-02, ...,\n 1.80772245e-02, 2.54608807e-03, 2.50000000e-01],\n [1.00000000e+01, 1.75363384e-03, 1.21542485e-02, ...,\n 1.80773214e-02, 2.54610158e-03, 2.50000000e-01],\n [2.00000000e+01, 1.75366644e-03, 1.21543240e-02, ...,\n 1.80774182e-02, 2.54611531e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.95825883e-03, 2.26966143e-02, ...,\n 1.63952596e-02, 2.30919151e-03, 2.50000000e-01],\n [1.07998000e+06, 9.95820761e-03, 2.26965919e-02, ...,\n 1.63952298e-02, 2.30918732e-03, 2.50000000e-01],\n [1.07999000e+06, 9.95815638e-03, 2.26965751e-02, ...,\n 1.63952019e-02, 2.30918336e-03, 2.50000000e-01]]), 8780297: array([[0.00000000e+00, 4.60944891e-01, 3.30333769e-01, ...,\n 5.04368901e-01, 5.44087263e-03, 4.81586814e-01],\n [1.00000000e+01, 4.60951060e-01, 3.30330878e-01, ...,\n 5.04364908e-01, 5.44082932e-03, 4.81603235e-01],\n [2.00000000e+01, 4.60957229e-01, 3.30332428e-01, ...,\n 5.04366994e-01, 5.44085214e-03, 4.81603116e-01],\n ...,\n [1.07997000e+06, 9.24898207e-01, 4.17564899e-01, ...,\n 6.21019304e-01, 6.69923704e-03, 4.72914129e-01],\n [1.07998000e+06, 9.24892128e-01, 4.17564005e-01, ...,\n 6.21018171e-01, 6.69922493e-03, 4.72914249e-01],\n [1.07999000e+06, 9.24885929e-01, 4.17563140e-01, ...,\n 6.21016860e-01, 6.69921096e-03, 4.72914338e-01]]), 8780299: array([[0.00000000e+00, 5.55497706e-02, 1.76851675e-01, ...,\n 2.85166860e-01, 4.41434747e-03, 4.94520098e-01],\n [1.00000000e+01, 5.55506386e-02, 1.76932439e-01, ...,\n 2.85291016e-01, 4.41626925e-03, 4.94518936e-01],\n [2.00000000e+01, 5.55515066e-02, 1.76932126e-01, ...,\n 2.85290539e-01, 4.41626227e-03, 4.94518846e-01],\n ...,\n [1.07997000e+06, 4.06090230e-01, 3.67086470e-01, ...,\n 5.61039448e-01, 8.68482050e-03, 4.83057678e-01],\n [1.07998000e+06, 4.06088412e-01, 3.67085904e-01, ...,\n 5.61038673e-01, 8.68480932e-03, 4.83057737e-01],\n [1.07999000e+06, 4.06086564e-01, 3.67085278e-01, ...,\n 5.61037838e-01, 8.68479628e-03, 4.83057767e-01]]), 8780301: array([[0.00000000e+00, 4.37327148e-03, 1.71207160e-01, ...,\n 2.81240493e-01, 3.14938975e-03, 4.99877006e-01],\n [1.00000000e+01, 4.37328918e-03, 1.71207458e-01, ...,\n 2.81241030e-01, 3.14939581e-03, 4.99877006e-01],\n [2.00000000e+01, 4.37330687e-03, 1.71207741e-01, ...,\n 2.81241447e-01, 3.14940047e-03, 4.99877006e-01],\n ...,\n [1.07997000e+06, 3.02424245e-02, 3.62269491e-01, ...,\n 5.78658104e-01, 6.47993432e-03, 4.99616772e-01],\n [1.07998000e+06, 3.02423965e-02, 3.62269372e-01, ...,\n 5.78657985e-01, 6.47993293e-03, 4.99616772e-01],\n [1.07999000e+06, 3.02423686e-02, 3.62269223e-01, ...,\n 5.78657687e-01, 6.47992967e-03, 4.99616772e-01]]), 8780303: array([[0.00000000e+00, 2.13280931e-01, 2.31812477e-01, ...,\n 3.68380517e-01, 1.78306154e-03, 4.94553953e-01],\n [1.00000000e+01, 2.13283524e-01, 2.31863499e-01, ...,\n 3.68456393e-01, 1.78342883e-03, 4.94555444e-01],\n [2.00000000e+01, 2.13286117e-01, 2.31863648e-01, ...,\n 3.68456602e-01, 1.78342988e-03, 4.94555384e-01],\n ...,\n [1.07997000e+06, 1.33084106e+00, 4.44195569e-01, ...,\n 6.65545881e-01, 3.22142243e-03, 4.84962374e-01],\n [1.07998000e+06, 1.33083224e+00, 4.44194555e-01, ...,\n 6.65544569e-01, 3.22141615e-03, 4.84962434e-01],\n [1.07999000e+06, 1.33082342e+00, 4.44193572e-01, ...,\n 6.65543318e-01, 3.22141009e-03, 4.84962493e-01]]), 8780305: array([[0.00000000e+00, 2.62276810e-02, 1.55362085e-01, ...,\n 2.52627403e-01, 4.25656937e-04, 4.99714822e-01],\n [1.00000000e+01, 2.62278542e-02, 1.55338943e-01, ...,\n 2.52591074e-01, 4.25595732e-04, 4.99714822e-01],\n [2.00000000e+01, 2.62280274e-02, 1.55339703e-01, ...,\n 2.52592266e-01, 4.25597740e-04, 4.99714822e-01],\n ...,\n [1.07997000e+06, 2.05465138e-01, 3.35076421e-01, ...,\n 5.20414114e-01, 8.76856095e-04, 4.99046385e-01],\n [1.07998000e+06, 2.05463782e-01, 3.35075706e-01, ...,\n 5.20413101e-01, 8.76854407e-04, 4.99046385e-01],\n [1.07999000e+06, 2.05462441e-01, 3.35074902e-01, ...,\n 5.20411968e-01, 8.76852486e-04, 4.99046385e-01]]), 8780307: array([[0.00000000e+00, 4.70129669e-01, 3.54476750e-01, ...,\n 5.43028712e-01, 9.05047916e-03, 4.77845401e-01],\n [1.00000000e+01, 4.70136613e-01, 3.54478329e-01, ...,\n 5.43030977e-01, 9.05051641e-03, 4.77846235e-01],\n [2.00000000e+01, 4.70143527e-01, 3.54480088e-01, ...,\n 5.43033481e-01, 9.05055832e-03, 4.77846026e-01],\n ...,\n [1.07997000e+06, 9.44352806e-01, 4.48974490e-01, ...,\n 6.70139730e-01, 1.11689959e-02, 4.67304289e-01],\n [1.07998000e+06, 9.44345832e-01, 4.48973328e-01, ...,\n 6.70138299e-01, 1.11689726e-02, 4.67304438e-01],\n [1.07999000e+06, 9.44338977e-01, 4.48972285e-01, ...,\n 6.70136869e-01, 1.11689484e-02, 4.67304558e-01]]), 8780309: array([[0.00000000e+00, 1.56670082e+00, 6.93614125e-01, ...,\n 1.08041728e+00, 1.33384854e-01, 4.41723615e-01],\n [1.00000000e+01, 1.56678057e+00, 6.93627357e-01, ...,\n 1.08043599e+00, 1.33387163e-01, 4.41718847e-01],\n [2.00000000e+01, 1.56685829e+00, 6.93639576e-01, ...,\n 1.08045340e+00, 1.33389309e-01, 4.41717207e-01],\n ...,\n [1.07997000e+06, 3.73464584e+00, 9.39020157e-01, ...,\n 1.41993165e+00, 1.75300211e-01, 4.04819697e-01],\n [1.07998000e+06, 3.73462296e+00, 9.39018190e-01, ...,\n 1.41992915e+00, 1.75299898e-01, 4.04819995e-01],\n [1.07999000e+06, 3.73460007e+00, 9.39016163e-01, ...,\n 1.41992629e+00, 1.75299540e-01, 4.04820353e-01]]), 8780311: array([[0.00000000e+00, 1.72822364e-02, 2.33407080e-01, ...,\n 3.76012236e-01, 1.90385943e-03, 4.99728054e-01],\n [1.00000000e+01, 1.72823053e-02, 2.33415201e-01, ...,\n 3.76024634e-01, 1.90392218e-03, 4.99728024e-01],\n [2.00000000e+01, 1.72823742e-02, 2.33415440e-01, ...,\n 3.76025021e-01, 1.90392416e-03, 4.99728024e-01],\n ...,\n [1.07997000e+06, 3.54590863e-02, 3.05869967e-01, ...,\n 4.85158831e-01, 2.45650043e-03, 4.99584436e-01],\n [1.07998000e+06, 3.54589820e-02, 3.05869639e-01, ...,\n 4.85158324e-01, 2.45649787e-03, 4.99584436e-01],\n [1.07999000e+06, 3.54588777e-02, 3.05869281e-01, ...,\n 4.85157788e-01, 2.45649507e-03, 4.99584436e-01]]), 8780313: array([[0.00000000e+00, 2.24059731e-01, 2.94576168e-01, ...,\n 4.71560448e-01, 7.50892423e-03, 4.92735028e-01],\n [1.00000000e+01, 2.24062860e-01, 2.94661850e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736846e-01],\n [2.00000000e+01, 2.24065974e-01, 2.94661820e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736727e-01],\n ...,\n [1.07997000e+06, 1.36479199e+00, 5.66653967e-01, ...,\n 8.60321701e-01, 1.36993900e-02, 4.79997844e-01],\n [1.07998000e+06, 1.36478293e+00, 5.66652656e-01, ...,\n 8.60320091e-01, 1.36993648e-02, 4.79997903e-01],\n [1.07999000e+06, 1.36477375e+00, 5.66651285e-01, ...,\n 8.60318303e-01, 1.36993360e-02, 4.79997993e-01]]), 8780315: array([[0.00000000e+00, 5.03047183e-02, 1.68118432e-01, ...,\n 2.70788074e-01, 1.26359344e-03, 4.98166174e-01],\n [1.00000000e+01, 5.03054149e-02, 1.68147013e-01, ...,\n 2.70831943e-01, 1.26379810e-03, 4.98166203e-01],\n [2.00000000e+01, 5.03061078e-02, 1.68147430e-01, ...,\n 2.70832568e-01, 1.26380101e-03, 4.98166203e-01],\n ...,\n [1.07997000e+06, 3.47859472e-01, 3.40428352e-01, ...,\n 5.20349681e-01, 2.42813653e-03, 4.94347632e-01],\n [1.07998000e+06, 3.47857922e-01, 3.40427846e-01, ...,\n 5.20348966e-01, 2.42813327e-03, 4.94347662e-01],\n [1.07999000e+06, 3.47856373e-01, 3.40427309e-01, ...,\n 5.20348191e-01, 2.42812955e-03, 4.94347662e-01]]), 8780317: array([[0.00000000e+00, 4.09318388e-01, 6.43601835e-01, ...,\n 1.01271129e+00, 4.56176251e-02, 4.94755328e-01],\n [1.00000000e+01, 4.09329087e-01, 6.43643856e-01, ...,\n 1.01277232e+00, 4.56203744e-02, 4.94755715e-01],\n [2.00000000e+01, 4.09339339e-01, 6.43649101e-01, ...,\n 1.01277995e+00, 4.56207171e-02, 4.94755626e-01],\n ...,\n [1.07997000e+06, 6.81684971e-01, 7.73301959e-01, ...,\n 1.19827175e+00, 5.39762042e-02, 4.92951512e-01],\n [1.07998000e+06, 6.81680918e-01, 7.73300350e-01, ...,\n 1.19826949e+00, 5.39761037e-02, 4.92951542e-01],\n [1.07999000e+06, 6.81676984e-01, 7.73298621e-01, ...,\n 1.19826698e+00, 5.39759882e-02, 4.92951572e-01]]), 8780319: array([[0.00000000e+00, 6.19218359e-03, 1.89894438e-01, ...,\n 3.10561180e-01, 1.64666586e-03, 4.99913722e-01],\n [1.00000000e+01, 6.19221013e-03, 1.89892605e-01, ...,\n 3.10558289e-01, 1.64665061e-03, 4.99913722e-01],\n [2.00000000e+01, 6.19223621e-03, 1.89892963e-01, ...,\n 3.10558796e-01, 1.64665328e-03, 4.99913722e-01],\n ...,\n [1.07997000e+06, 2.09698007e-02, 3.04341078e-01, ...,\n 4.88714635e-01, 2.59127608e-03, 4.99823123e-01],\n [1.07998000e+06, 2.09697429e-02, 3.04340750e-01, ...,\n 4.88714099e-01, 2.59127305e-03, 4.99823123e-01],\n [1.07999000e+06, 2.09696852e-02, 3.04340452e-01, ...,\n 4.88713592e-01, 2.59127049e-03, 4.99823123e-01]]), 8780321: array([[0.00000000e+00, 6.65154994e-01, 2.87805170e-01, ...,\n 4.42130923e-01, 2.82511767e-03, 4.75896776e-01],\n [1.00000000e+01, 6.65163875e-01, 2.87802190e-01, ...,\n 4.42126781e-01, 2.82509113e-03, 4.75921333e-01],\n [2.00000000e+01, 6.65172696e-01, 2.87803531e-01, ...,\n 4.42128658e-01, 2.82510323e-03, 4.75921184e-01],\n ...,\n [1.07997000e+06, 2.14060521e+00, 4.25916404e-01, ...,\n 6.26296401e-01, 4.00189403e-03, 4.54068363e-01],\n [1.07998000e+06, 2.14059544e+00, 5.02738237e-01, ...,\n 3.17074150e-01, 2.02603289e-03, 4.72937942e-01],\n [1.07999000e+06, 2.14057708e+00, 4.25914675e-01, ...,\n 6.26294136e-01, 4.00187960e-03, 4.54068601e-01]]), 8780323: array([[0.00000000e+00, 1.65519323e-02, 3.94071817e-01, ...,\n 6.35888457e-01, 4.85411026e-02, 4.99232531e-01],\n [1.00000000e+01, 1.65519211e-02, 3.94069910e-01, ...,\n 6.35885537e-01, 4.85408790e-02, 4.99232531e-01],\n [2.00000000e+01, 1.65519100e-02, 3.94069821e-01, ...,\n 6.35885417e-01, 4.85408716e-02, 4.99232531e-01],\n ...,\n [1.07997000e+06, 6.45886781e-03, 2.73310751e-01, ...,\n 4.46909517e-01, 3.41152288e-02, 4.99558538e-01],\n [1.07998000e+06, 6.45886268e-03, 2.73310661e-01, ...,\n 4.46909398e-01, 3.41152214e-02, 4.99558538e-01],\n [1.07999000e+06, 6.45885663e-03, 2.73310542e-01, ...,\n 4.46909219e-01, 3.41152065e-02, 4.99558538e-01]]), 8780325: array([[0.00000000e+00, 1.09687746e+00, 3.30688506e-01, ...,\n 1.97724134e-01, 1.46897568e-03, 4.34057891e-01],\n [1.00000000e+01, 1.09694111e+00, 2.39386633e-01, ...,\n 3.56340826e-01, 2.64740572e-03, 3.72301877e-01],\n [2.00000000e+01, 1.09700394e+00, 2.39437371e-01, ...,\n 3.56407493e-01, 2.64790119e-03, 3.70783746e-01],\n ...,\n [1.07997000e+06, 2.79009914e+00, 3.76480401e-01, ...,\n 2.43808344e-01, 1.81135465e-03, 3.63725603e-01],\n [1.07998000e+06, 2.79008317e+00, 3.76480073e-01, ...,\n 2.43807942e-01, 1.81135174e-03, 3.63726169e-01],\n [1.07999000e+06, 2.79006720e+00, 3.76479685e-01, ...,\n 2.43807524e-01, 1.81134860e-03, 3.63726705e-01]]), 8780327: array([[0.00000000e+00, 6.98803067e-01, 3.10134381e-01, ...,\n 4.77374315e-01, 5.43706538e-03, 4.65313405e-01],\n [1.00000000e+01, 6.98810995e-01, 3.10141802e-01, ...,\n 4.77384686e-01, 5.43718319e-03, 4.65270489e-01],\n [2.00000000e+01, 6.98818922e-01, 3.10143054e-01, ...,\n 4.77386385e-01, 5.43720275e-03, 4.65270251e-01],\n ...,\n [1.07997000e+06, 2.19032931e+00, 4.55632299e-01, ...,\n 6.72225773e-01, 7.65633024e-03, 4.34749991e-01],\n [1.07998000e+06, 2.19031477e+00, 4.55631375e-01, ...,\n 6.72224462e-01, 7.65631534e-03, 4.34750199e-01],\n [1.07999000e+06, 2.19030046e+00, 4.55630392e-01, ...,\n 6.72223270e-01, 7.65630184e-03, 4.34750438e-01]]), 8780329: array([[0.00000000e+00, 3.39134783e-03, 1.37736127e-01, ...,\n 2.27130547e-01, 1.60857337e-03, 4.99923736e-01],\n [1.00000000e+01, 3.39136692e-03, 1.37736335e-01, ...,\n 2.27130860e-01, 1.60857558e-03, 4.99923736e-01],\n [2.00000000e+01, 3.39138601e-03, 1.37736633e-01, ...,\n 2.27131352e-01, 1.60857895e-03, 4.99923736e-01],\n ...,\n [1.07997000e+06, 3.93701270e-02, 3.58260304e-01, ...,\n 5.72412729e-01, 4.05391445e-03, 4.99678642e-01],\n [1.07998000e+06, 3.93700786e-02, 3.58260095e-01, ...,\n 5.72412431e-01, 4.05391259e-03, 4.99678642e-01],\n [1.07999000e+06, 3.93700302e-02, 3.58259946e-01, ...,\n 5.72412193e-01, 4.05391073e-03, 4.99678642e-01]]), 8780331: array([[0.00000000e+00, 2.39655538e-03, 1.21507859e-02, ...,\n 1.85673907e-02, 1.66822923e-04, 2.50000000e-01],\n [1.00000000e+01, 2.39655632e-03, 1.21043660e-02, ...,\n 1.85040068e-02, 1.66253434e-04, 2.50000000e-01],\n [2.00000000e+01, 2.39655701e-03, 1.21052582e-02, ...,\n 1.85052268e-02, 1.66264392e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.07414285e-02, 2.45373677e-02, ...,\n 1.55267995e-02, 1.39504031e-04, 2.50000000e-01],\n [1.07998000e+06, 1.07413316e-02, 1.97984744e-02, ...,\n 2.84790602e-02, 2.55876541e-04, 2.50000000e-01],\n [1.07999000e+06, 1.07412795e-02, 2.45373230e-02, ...,\n 1.55267529e-02, 1.39503623e-04, 2.50000000e-01]]), 8780333: array([[0.00000000e+00, 3.92290950e-01, 3.52232814e-01, ...,\n 5.38322926e-01, 4.03843168e-03, 4.91019219e-01],\n [1.00000000e+01, 3.92295837e-01, 3.52232635e-01, ...,\n 5.38322687e-01, 4.03842982e-03, 4.91021842e-01],\n [2.00000000e+01, 3.92300695e-01, 3.52234125e-01, ...,\n 5.38324773e-01, 4.03844565e-03, 4.91021782e-01],\n ...,\n [1.07997000e+06, 6.72916591e-01, 4.22966778e-01, ...,\n 6.33512974e-01, 4.75253537e-03, 4.87855464e-01],\n [1.07998000e+06, 6.72912717e-01, 4.22965944e-01, ...,\n 6.33511841e-01, 4.75252699e-03, 4.87855494e-01],\n [1.07999000e+06, 6.72908843e-01, 4.22965199e-01, ...,\n 6.33510888e-01, 4.75252001e-03, 4.87855554e-01]]), 8780335: array([[0.00000000e+00, 1.45539809e-02, 1.62413731e-01, ...,\n 2.64268070e-01, 1.76413939e-03, 4.99451578e-01],\n [1.00000000e+01, 1.45541364e-02, 1.62385464e-01, ...,\n 2.64223665e-01, 1.76384288e-03, 4.99451727e-01],\n [2.00000000e+01, 1.45542929e-02, 1.62386522e-01, ...,\n 2.64225364e-01, 1.76385429e-03, 4.99451727e-01],\n ...,\n [1.07997000e+06, 9.82428417e-02, 3.32724005e-01, ...,\n 5.19781172e-01, 3.46983434e-03, 4.98314410e-01],\n [1.07998000e+06, 9.82425734e-02, 3.32723618e-01, ...,\n 5.19780576e-01, 3.46983038e-03, 4.98314410e-01],\n [1.07999000e+06, 9.82423127e-02, 3.32723379e-01, ...,\n 5.19780159e-01, 3.46982758e-03, 4.98314410e-01]]), 8780337: array([[0.00000000e+00, 6.48301691e-02, 2.44687647e-01, ...,\n 3.86679649e-01, 2.32519326e-03, 4.98100400e-01],\n [1.00000000e+01, 6.48307279e-02, 2.44691744e-01, ...,\n 3.86685669e-01, 2.32522958e-03, 4.98100430e-01],\n [2.00000000e+01, 6.48312867e-02, 2.44692460e-01, ...,\n 3.86686713e-01, 2.32523587e-03, 4.98100430e-01],\n ...,\n [1.07997000e+06, 1.67586997e-01, 3.43964338e-01, ...,\n 5.27846813e-01, 3.17406375e-03, 4.96699303e-01],\n [1.07998000e+06, 1.67586565e-01, 3.43964010e-01, ...,\n 5.27846336e-01, 3.17406096e-03, 4.96699303e-01],\n [1.07999000e+06, 1.67586133e-01, 3.43963742e-01, ...,\n 5.27845919e-01, 3.17405839e-03, 4.96699303e-01]]), 8780339: array([[0.00000000e+00, 2.52256561e-02, 2.33622536e-01, ...,\n 3.75476450e-01, 2.10233172e-03, 4.99524564e-01],\n [1.00000000e+01, 2.52258405e-02, 2.33632088e-01, ...,\n 3.75491023e-01, 2.10241345e-03, 4.99524534e-01],\n [2.00000000e+01, 2.52260249e-02, 2.33632609e-01, ...,\n 3.75491798e-01, 2.10241764e-03, 4.99524534e-01],\n ...,\n [1.07997000e+06, 7.56854489e-02, 3.51166338e-01, ...,\n 5.49361229e-01, 3.07593076e-03, 4.99092549e-01],\n [1.07998000e+06, 7.56853446e-02, 3.51166099e-01, ...,\n 5.49360931e-01, 3.07592913e-03, 4.99092549e-01],\n [1.07999000e+06, 7.56852478e-02, 3.51165980e-01, ...,\n 5.49360752e-01, 3.07592819e-03, 4.99092549e-01]]), 8780341: array([[0.00000000e+00, 2.33159065e-01, 3.51222426e-01, ...,\n 5.34965932e-01, 2.46641738e-03, 4.96276110e-01],\n [1.00000000e+01, 2.33160093e-01, 3.51261288e-01, ...,\n 5.35018802e-01, 2.46666116e-03, 4.96276915e-01],\n [2.00000000e+01, 2.33161107e-01, 3.51261020e-01, ...,\n 5.35018444e-01, 2.46665953e-03, 4.96276885e-01],\n ...,\n [1.07997000e+06, 3.26522440e-01, 3.95022541e-01, ...,\n 5.93844771e-01, 2.73787370e-03, 4.95629966e-01],\n [1.07998000e+06, 3.26521724e-01, 3.95022184e-01, ...,\n 5.93844354e-01, 2.73787184e-03, 4.95629966e-01],\n [1.07999000e+06, 3.26521039e-01, 3.95022005e-01, ...,\n 5.93843997e-01, 2.73786997e-03, 4.95629966e-01]]), 8778333: array([[0.00000000e+00, 7.77896401e-03, 1.22134566e-01, ...,\n 1.99871823e-01, 1.95760839e-03, 4.99298722e-01],\n [1.00000000e+01, 7.77899427e-03, 1.22146554e-01, ...,\n 1.99890941e-01, 1.95779558e-03, 4.99298245e-01],\n [2.00000000e+01, 7.77902454e-03, 1.22146621e-01, ...,\n 1.99891031e-01, 1.95779651e-03, 4.99298245e-01],\n ...,\n [1.07997000e+06, 4.70201448e-02, 2.43237332e-01, ...,\n 3.86213094e-01, 3.78269423e-03, 4.97975588e-01],\n [1.07998000e+06, 4.70199920e-02, 2.43237019e-01, ...,\n 3.86212647e-01, 3.78268980e-03, 4.97975618e-01],\n [1.07999000e+06, 4.70198430e-02, 2.43236765e-01, ...,\n 3.86212260e-01, 3.78268608e-03, 4.97975618e-01]]), 8778335: array([[0.00000000e+00, 2.25106273e-02, 1.65949196e-01, ...,\n 2.67840981e-01, 2.13930500e-03, 4.98595297e-01],\n [1.00000000e+01, 2.25106906e-02, 1.65945306e-01, ...,\n 2.67834991e-01, 2.13925727e-03, 4.98595297e-01],\n [2.00000000e+01, 2.25107539e-02, 1.65945560e-01, ...,\n 2.67835379e-01, 2.13926029e-03, 4.98595297e-01],\n ...,\n [1.07997000e+06, 1.19760245e-01, 3.07711691e-01, ...,\n 4.76291716e-01, 3.80424713e-03, 4.96256322e-01],\n [1.07998000e+06, 1.19759828e-01, 3.07711273e-01, ...,\n 4.76291239e-01, 3.80424317e-03, 4.96256322e-01],\n [1.07999000e+06, 1.19759411e-01, 3.07710946e-01, ...,\n 4.76290762e-01, 3.80423944e-03, 4.96256322e-01]]), 8778337: array([[0.00000000e+00, 1.30094028e+00, 4.43614393e-01, ...,\n 6.76642239e-01, 2.72619771e-03, 4.90934610e-01],\n [1.00000000e+01, 1.30096257e+00, 4.43623453e-01, ...,\n 6.76654518e-01, 2.72624707e-03, 4.90926534e-01],\n [2.00000000e+01, 1.30098498e+00, 4.43626136e-01, ...,\n 6.76658154e-01, 2.72626174e-03, 4.90926445e-01],\n ...,\n [1.07997000e+06, 2.28947210e+00, 5.36871493e-01, ...,\n 8.01830173e-01, 3.23058106e-03, 4.87597495e-01],\n [1.07998000e+06, 2.28945255e+00, 5.36870062e-01, ...,\n 8.01828146e-01, 3.23057291e-03, 4.87597555e-01],\n [1.07999000e+06, 2.28943300e+00, 5.36868572e-01, ...,\n 8.01826179e-01, 3.23056499e-03, 4.87597615e-01]]), 8778339: array([[0.00000000e+00, 4.70849466e+00, 3.01094711e-01, ...,\n 2.00570717e-01, 2.67427624e-03, 2.50000000e-01],\n [1.00000000e+01, 4.70851040e+00, 3.01090866e-01, ...,\n 2.00565904e-01, 2.67421221e-03, 2.50000000e-01],\n [2.00000000e+01, 4.70852613e+00, 3.01091075e-01, ...,\n 2.00566128e-01, 2.67421501e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.69697380e+00, 3.38032573e-01, ...,\n 2.49176607e-01, 3.32235475e-03, 2.50000000e-01],\n [1.07998000e+06, 8.69689560e+00, 3.38031977e-01, ...,\n 2.49175727e-01, 3.32234311e-03, 2.50000000e-01],\n [1.07999000e+06, 8.69681740e+00, 3.38031352e-01, ...,\n 2.49174878e-01, 3.32233170e-03, 2.50000000e-01]]), 8778341: array([[0.00000000e+00, 3.82515863e-02, 3.11763912e-01, ...,\n 4.95541066e-01, 1.99653953e-03, 4.99683380e-01],\n [1.00000000e+01, 3.82518508e-02, 3.11741740e-01, ...,\n 4.95508075e-01, 1.99640659e-03, 4.99683380e-01],\n [2.00000000e+01, 3.82521115e-02, 3.11742902e-01, ...,\n 4.95509863e-01, 1.99641380e-03, 4.99683380e-01],\n ...,\n [1.07997000e+06, 4.95098010e-02, 3.42945695e-01, ...,\n 5.41536927e-01, 2.18185713e-03, 4.99631435e-01],\n [1.07998000e+06, 4.95096184e-02, 3.42945188e-01, ...,\n 5.41536331e-01, 2.18185480e-03, 4.99631435e-01],\n [1.07999000e+06, 4.95094359e-02, 3.42944741e-01, ...,\n 5.41535556e-01, 2.18185154e-03, 4.99631435e-01]]), 8778343: array([[0.00000000e+00, 9.07330438e-02, 3.43754381e-01, ...,\n 5.42755961e-01, 7.30492547e-03, 4.97801453e-01],\n [1.00000000e+01, 9.07337591e-02, 3.43731761e-01, ...,\n 5.42722821e-01, 7.30447937e-03, 4.97801274e-01],\n [2.00000000e+01, 9.07344669e-02, 3.43733191e-01, ...,\n 5.42724907e-01, 7.30450777e-03, 4.97801274e-01],\n ...,\n [1.07997000e+06, 1.26354143e-01, 3.87791246e-01, ...,\n 6.06585979e-01, 8.16401094e-03, 4.97331351e-01],\n [1.07998000e+06, 1.26353815e-01, 3.87790799e-01, ...,\n 6.06585383e-01, 8.16400256e-03, 4.97331351e-01],\n [1.07999000e+06, 1.26353487e-01, 3.87790442e-01, ...,\n 6.06584847e-01, 8.16399511e-03, 4.97331381e-01]]), 8778345: array([[0.00000000e+00, 2.09499285e-01, 3.27099025e-01, ...,\n 5.10127068e-01, 2.31035799e-03, 4.97445107e-01],\n [1.00000000e+01, 2.09499285e-01, 3.27011675e-01, ...,\n 5.10002494e-01, 2.30979384e-03, 4.97443616e-01],\n [2.00000000e+01, 2.09499270e-01, 3.27013344e-01, ...,\n 5.10004878e-01, 2.30980455e-03, 4.97443646e-01],\n ...,\n [1.07997000e+06, 3.71647894e-01, 4.00309712e-01, ...,\n 6.12555206e-01, 2.77425349e-03, 4.96444285e-01],\n [1.07998000e+06, 3.71645898e-01, 4.00308967e-01, ...,\n 6.12554193e-01, 2.77424906e-03, 4.96444285e-01],\n [1.07999000e+06, 3.71643931e-01, 4.00308281e-01, ...,\n 6.12553298e-01, 2.77424487e-03, 4.96444285e-01]]), 8778347: array([[0.00000000e+00, 6.17352724e+00, 4.69038099e-01, ...,\n 6.88519001e-01, 3.28648696e-03, 4.31678504e-01],\n [1.00000000e+01, 6.17355394e+00, 5.98001480e-01, ...,\n 3.62639993e-01, 1.73097861e-03, 4.60611045e-01],\n [2.00000000e+01, 6.17360067e+00, 4.69082475e-01, ...,\n 6.88576460e-01, 3.28676123e-03, 4.31769788e-01],\n ...,\n [1.07997000e+06, 1.19598188e+01, 6.62036002e-01, ...,\n 4.35854405e-01, 2.08045077e-03, 4.36139762e-01],\n [1.07998000e+06, 1.19597054e+01, 6.62034988e-01, ...,\n 4.35853094e-01, 2.08044448e-03, 4.36140180e-01],\n [1.07999000e+06, 1.19595928e+01, 6.62033975e-01, ...,\n 4.35851753e-01, 2.08043796e-03, 4.36140597e-01]]), 8778353: array([[0.00000000e+00, 6.16205645e+00, 9.56423134e-02, ...,\n 8.18018541e-02, 1.18898042e-03, 2.50000000e-01],\n [1.00000000e+01, 6.16208935e+00, 9.56424475e-02, ...,\n 8.18020180e-02, 1.18898286e-03, 2.50000000e-01],\n [2.00000000e+01, 6.16212225e+00, 9.56425741e-02, ...,\n 8.18022043e-02, 1.18898554e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20669031e+01, 1.14291057e-01, ...,\n 1.07879542e-01, 1.56801660e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20667849e+01, 1.14290752e-01, ...,\n 1.07879102e-01, 1.56801019e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20666656e+01, 1.14290431e-01, ...,\n 1.07878648e-01, 1.56800367e-03, 2.50000000e-01]]), 8778363: array([[0.00000000e+00, 6.18286324e+00, 7.62723804e-01, ...,\n 1.15254354e+00, 3.49998055e-03, 4.93245900e-01],\n [1.00000000e+01, 6.18289328e+00, 7.62724280e-01, ...,\n 1.15254426e+00, 3.49998265e-03, 4.93246317e-01],\n [2.00000000e+01, 6.18292284e+00, 7.62725532e-01, ...,\n 1.15254593e+00, 3.49998777e-03, 4.93246317e-01],\n ...,\n [1.07997000e+06, 1.23941212e+01, 1.13155806e+00, ...,\n 6.93423569e-01, 2.10575038e-03, 4.93957281e-01],\n [1.07998000e+06, 1.23939524e+01, 9.59376872e-01, ...,\n 1.41195762e+00, 4.28775465e-03, 4.90164816e-01],\n [1.07999000e+06, 1.23938694e+01, 1.13155103e+00, ...,\n 6.93425715e-01, 2.10575690e-03, 4.93957430e-01]]), 8778423: array([[0.00000000e+00, 1.76085814e-04, 4.04486544e-02, ...,\n 6.72033429e-02, 3.95313790e-03, 4.99917060e-01],\n [1.00000000e+01, 1.76087153e-04, 4.04890664e-02, ...,\n 6.72701746e-02, 3.95706901e-03, 4.99917120e-01],\n [2.00000000e+01, 1.76088448e-04, 4.05023657e-02, ...,\n 6.72921613e-02, 3.95836262e-03, 4.99917150e-01],\n ...,\n [1.07997000e+06, 2.02469295e-03, 1.25928909e-01, ...,\n 2.06365198e-01, 1.21391295e-02, 4.99072760e-01],\n [1.07998000e+06, 2.02469155e-03, 1.25928864e-01, ...,\n 2.06365138e-01, 1.21391257e-02, 4.99072760e-01],\n [1.07999000e+06, 2.02469015e-03, 1.25928834e-01, ...,\n 2.06365108e-01, 1.21391239e-02, 4.99072760e-01]]), 8778425: array([[0.00000000e+00, 2.75549721e-02, 1.02316201e-01, ...,\n 1.57603472e-01, 7.16379425e-03, 3.52228284e-01],\n [1.00000000e+01, 2.75550764e-02, 1.02142662e-01, ...,\n 1.57362536e-01, 7.15284282e-03, 3.51281285e-01],\n [2.00000000e+01, 2.75551826e-02, 1.02146149e-01, ...,\n 1.57367364e-01, 7.15306215e-03, 3.51288408e-01],\n ...,\n [1.07997000e+06, 4.11565751e-02, 1.17370859e-01, ...,\n 1.78208470e-01, 8.10038485e-03, 3.12526524e-01],\n [1.07998000e+06, 4.11564149e-02, 1.17370717e-01, ...,\n 1.78208262e-01, 8.10037553e-03, 3.12526971e-01],\n [1.07999000e+06, 4.11562547e-02, 1.17370546e-01, ...,\n 1.78208038e-01, 8.10036529e-03, 3.12527359e-01]]), 8778429: array([[0.00000000e+00, 3.20360251e-02, 3.10371101e-01, ...,\n 4.97319698e-01, 1.73888002e-02, 4.98198062e-01],\n [1.00000000e+01, 3.20360698e-02, 3.10384184e-01, ...,\n 4.97339487e-01, 1.73894931e-02, 4.98198032e-01],\n [2.00000000e+01, 3.20361108e-02, 3.10384125e-01, ...,\n 4.97339398e-01, 1.73894893e-02, 4.98198032e-01],\n ...,\n [1.07997000e+06, 3.56320404e-02, 3.23071450e-01, ...,\n 5.16501307e-01, 1.80594865e-02, 4.98081326e-01],\n [1.07998000e+06, 3.56320180e-02, 3.23071361e-01, ...,\n 5.16501188e-01, 1.80594828e-02, 4.98081326e-01],\n [1.07999000e+06, 3.56319919e-02, 3.23071271e-01, ...,\n 5.16501009e-01, 1.80594753e-02, 4.98081326e-01]]), 8778437: array([[0.00000000e+00, 1.91468338e-03, 6.68211803e-02, ...,\n 1.10215344e-01, 2.81161605e-03, 4.98686999e-01],\n [1.00000000e+01, 1.91469525e-03, 6.68272376e-02, ...,\n 1.10225216e-01, 2.81186774e-03, 4.98689473e-01],\n [2.00000000e+01, 1.91470701e-03, 6.68274462e-02, ...,\n 1.10225551e-01, 2.81187636e-03, 4.98689473e-01],\n ...,\n [1.07997000e+06, 1.30759450e-02, 1.42145574e-01, ...,\n 2.29642004e-01, 5.85821457e-03, 4.95959997e-01],\n [1.07998000e+06, 1.30759105e-02, 1.42145455e-01, ...,\n 2.29641825e-01, 5.85820992e-03, 4.95959997e-01],\n [1.07999000e+06, 1.30758751e-02, 1.42145321e-01, ...,\n 2.29641587e-01, 5.85820386e-03, 4.95959997e-01]]), 8778443: array([[0.00000000e+00, 3.37467855e-03, 7.89928213e-02, ...,\n 1.28623605e-01, 3.85100604e-03, 4.95122552e-01],\n [1.00000000e+01, 3.37469741e-03, 7.89784864e-02, ...,\n 1.28601044e-01, 3.85033060e-03, 4.95126575e-01],\n [2.00000000e+01, 3.37471603e-03, 7.89787918e-02, ...,\n 1.28601506e-01, 3.85034434e-03, 4.95126516e-01],\n ...,\n [1.07997000e+06, 3.06830294e-02, 1.80482313e-01, ...,\n 2.79630005e-01, 8.37215595e-03, 4.82116610e-01],\n [1.07998000e+06, 3.06829084e-02, 1.80482060e-01, ...,\n 2.79629618e-01, 8.37214384e-03, 4.82116640e-01],\n [1.07999000e+06, 3.06827892e-02, 1.80481836e-01, ...,\n 2.79629290e-01, 8.37213453e-03, 4.82116699e-01]]), 8778725: array([[0.00000000e+00, 2.88757321e-04, 7.19331205e-03, ...,\n 1.11125885e-02, 7.31091364e-04, 2.50000000e-01],\n [1.00000000e+01, 2.88759096e-04, 7.19332788e-03, ...,\n 1.11126108e-02, 7.31092819e-04, 2.50000000e-01],\n [2.00000000e+01, 2.88760872e-04, 7.19334371e-03, ...,\n 1.11126322e-02, 7.31094275e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17602712e-03, 1.15115633e-02, ...,\n 1.67867392e-02, 1.10439083e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17602246e-03, 1.15115494e-02, ...,\n 1.67867225e-02, 1.10438967e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17601780e-03, 1.15115363e-02, ...,\n 1.67867038e-02, 1.10438850e-03, 2.50000000e-01]]), 8778733: array([[0.00000000e+00, 6.52402196e-06, 1.78678299e-03, ...,\n 2.93616671e-03, 1.85833342e-04, 2.50000000e-01],\n [1.00000000e+01, 6.52404060e-06, 1.78679114e-03, ...,\n 2.93617998e-03, 1.85834171e-04, 2.50000000e-01],\n [2.00000000e+01, 6.52405924e-06, 1.78679428e-03, ...,\n 2.93618487e-03, 1.85834491e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.08104912e-04, 5.66177256e-03, ...,\n 8.76594242e-03, 5.54806495e-04, 2.50000000e-01],\n [1.07998000e+06, 1.08104607e-04, 5.66176604e-03, ...,\n 8.76593217e-03, 5.54805854e-04, 2.50000000e-01],\n [1.07999000e+06, 1.08104301e-04, 5.66176092e-03, ...,\n 8.76592565e-03, 5.54805447e-04, 2.50000000e-01]]), 8776699: array([[0.00000000e+00, 2.56405864e-02, 2.91809469e-01, ...,\n 4.64431137e-01, 3.78818228e-03, 4.99493033e-01],\n [1.00000000e+01, 2.56404337e-02, 2.91796982e-01, ...,\n 4.64412451e-01, 3.78802978e-03, 4.99493062e-01],\n [2.00000000e+01, 2.56402828e-02, 2.91796476e-01, ...,\n 4.64411765e-01, 3.78802419e-03, 4.99493062e-01],\n ...,\n [1.07997000e+06, 1.76918376e-02, 2.53807753e-01, ...,\n 4.07250494e-01, 3.32178222e-03, 4.99592781e-01],\n [1.07998000e+06, 1.76917892e-02, 2.53807485e-01, ...,\n 4.07250077e-01, 3.32177873e-03, 4.99592781e-01],\n [1.07999000e+06, 1.76917408e-02, 2.53807217e-01, ...,\n 4.07249659e-01, 3.32177547e-03, 4.99592781e-01]]), 8778571: array([[0.00000000e+00, 1.41488999e-04, 4.85030515e-03, ...,\n 7.82319717e-03, 9.77899693e-03, 2.50000000e-01],\n [1.00000000e+01, 1.41489567e-04, 4.85031260e-03, ...,\n 7.82320835e-03, 9.77900997e-03, 2.50000000e-01],\n [2.00000000e+01, 1.41490134e-04, 4.85032052e-03, ...,\n 7.82321952e-03, 9.77902487e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.62973627e-03, 1.17284395e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07998000e+06, 1.62973569e-03, 1.17284385e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07999000e+06, 1.62973499e-03, 1.17284376e-02, ...,\n 1.75818466e-02, 2.19773091e-02, 2.50000000e-01]]), 8778575: array([[0.00000000e+00, 1.99058466e-03, 1.15857534e-02, ...,\n 1.77355167e-02, 1.10846981e-02, 2.50000000e-01],\n [1.00000000e+01, 1.99058885e-03, 1.15413768e-02, ...,\n 1.76747274e-02, 1.10467048e-02, 2.50000000e-01],\n [2.00000000e+01, 1.99059304e-03, 1.15422234e-02, ...,\n 1.76758878e-02, 1.10474303e-02, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.06753218e-02, 2.87923198e-02, ...,\n 2.19736248e-02, 1.37335155e-02, 2.50000000e-01],\n [1.07998000e+06, 3.06752063e-02, 2.87923012e-02, ...,\n 2.19735950e-02, 1.37334969e-02, 2.50000000e-01],\n [1.07999000e+06, 3.06750908e-02, 2.87922826e-02, ...,\n 2.19735671e-02, 1.37334792e-02, 2.50000000e-01]]), 8778583: array([[0.00000000e+00, 2.77352729e-03, 1.76582336e-02, ...,\n 1.18251471e-02, 1.07501342e-03, 2.50000000e-01],\n [1.00000000e+01, 2.77349493e-03, 1.49574680e-02, ...,\n 2.10108608e-02, 1.91007834e-03, 2.50000000e-01],\n [2.00000000e+01, 2.77347676e-03, 1.76583044e-02, ...,\n 1.18252439e-02, 1.07502216e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88325439e-03, 1.62331257e-02, ...,\n 1.03868712e-02, 9.44261032e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88324356e-03, 1.33452741e-02, ...,\n 1.90485809e-02, 1.73168920e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88323786e-03, 1.62330456e-02, ...,\n 1.03868349e-02, 9.44257714e-04, 2.50000000e-01]]), 8778585: array([[0.00000000e+00, 6.68685650e-04, 1.02807274e-02, ...,\n 1.47796031e-02, 8.85006157e-04, 2.50000000e-01],\n [1.00000000e+01, 6.68687338e-04, 1.02807339e-02, ...,\n 1.47796124e-02, 8.85006739e-04, 2.50000000e-01],\n [2.00000000e+01, 6.68689026e-04, 1.02807423e-02, ...,\n 1.47796208e-02, 8.85007204e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.49447034e-04, 1.06413541e-02, ...,\n 1.52193448e-02, 9.11337964e-04, 2.50000000e-01],\n [1.07998000e+06, 7.49443192e-04, 1.06413383e-02, ...,\n 1.52193271e-02, 9.11336916e-04, 2.50000000e-01],\n [1.07999000e+06, 7.49439350e-04, 1.06413215e-02, ...,\n 1.52193075e-02, 9.11335752e-04, 2.50000000e-01]]), 8778587: array([[0.00000000e+00, 1.46193057e-03, 1.26608526e-02, ...,\n 1.79690868e-02, 1.69519684e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46192394e-03, 1.55264363e-02, ...,\n 1.00284331e-02, 9.46078624e-04, 2.50000000e-01],\n [2.00000000e+01, 1.46191171e-03, 1.26608266e-02, ...,\n 1.79690570e-02, 1.69519405e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.34445576e-03, 1.45615982e-02, ...,\n 9.87655111e-03, 9.31750110e-04, 2.50000000e-01],\n [1.07998000e+06, 1.34444702e-03, 1.23471487e-02, ...,\n 1.75877083e-02, 1.65921776e-03, 2.50000000e-01],\n [1.07999000e+06, 1.34444213e-03, 1.45615572e-02, ...,\n 9.87659581e-03, 9.31754359e-04, 2.50000000e-01]]), 8778589: array([[0.00000000e+00, 1.11990301e-02, 2.36048717e-02, ...,\n 1.63950343e-02, 1.27093284e-03, 2.50000000e-01],\n [1.00000000e+01, 1.11989714e-02, 2.36048494e-02, ...,\n 1.63950045e-02, 1.27093063e-03, 2.50000000e-01],\n [2.00000000e+01, 1.11989127e-02, 2.36048307e-02, ...,\n 1.63949765e-02, 1.27092842e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.57418496e-03, 2.26661991e-02, ...,\n 1.50875142e-02, 1.16957480e-03, 2.50000000e-01],\n [1.07998000e+06, 8.57414305e-03, 2.26661824e-02, ...,\n 1.50874937e-02, 1.16957317e-03, 2.50000000e-01],\n [1.07999000e+06, 8.57410114e-03, 2.26661693e-02, ...,\n 1.50874741e-02, 1.16957165e-03, 2.50000000e-01]]), 8778591: array([[0.00000000e+00, 5.86216375e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 5.85852306e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 5.85488462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778593: array([[0.00000000e+00, 1.07079558e-03, 1.43937366e-02, ...,\n 9.56768729e-03, 8.31972808e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07077078e-03, 1.18891718e-02, ...,\n 1.66938379e-02, 1.45163806e-03, 2.50000000e-01],\n [2.00000000e+01, 1.07075670e-03, 1.43939611e-02, ...,\n 9.56796110e-03, 8.31996615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.58009434e-04, 1.02645671e-02, ...,\n 1.47312284e-02, 1.28097646e-03, 2.50000000e-01],\n [1.07998000e+06, 6.58006582e-04, 1.02645531e-02, ...,\n 1.47312107e-02, 1.28097483e-03, 2.50000000e-01],\n [1.07999000e+06, 6.58003730e-04, 1.02645401e-02, ...,\n 1.47311939e-02, 1.28097343e-03, 2.50000000e-01]]), 8778595: array([[0.00000000e+00, 2.10566600e-06, 9.43416380e-04, ...,\n 1.56547781e-03, 1.22302954e-04, 3.50574523e-01],\n [1.00000000e+01, 2.10448297e-06, 9.41228296e-04, ...,\n 1.56187091e-03, 1.22021163e-04, 3.50435138e-01],\n [2.00000000e+01, 2.10330131e-06, 9.40303609e-04, ...,\n 1.56034657e-03, 1.21902078e-04, 3.50435406e-01],\n ...,\n [1.07997000e+06, 2.82915670e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07998000e+06, 2.82742163e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07999000e+06, 2.82568760e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01]]), 8778597: array([[0.00000000e+00, 1.01312867e-03, 1.41610950e-01, ...,\n 2.34009758e-01, 1.82820130e-02, 4.99918312e-01],\n [1.00000000e+01, 1.01312867e-03, 1.41571745e-01, ...,\n 2.33945802e-01, 1.82770155e-02, 4.99918252e-01],\n [2.00000000e+01, 1.01312867e-03, 1.41564429e-01, ...,\n 2.33933836e-01, 1.82760805e-02, 4.99918252e-01],\n ...,\n [1.07997000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07998000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07999000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01]]), 8778599: array([[0.00000000e+00, 4.29188833e-03, 1.24442779e-01, ...,\n 1.98536322e-01, 9.54501517e-03, 4.94031847e-01],\n [1.00000000e+01, 4.29188833e-03, 1.24432050e-01, ...,\n 1.98520228e-01, 9.54424217e-03, 4.94032979e-01],\n [2.00000000e+01, 4.29188833e-03, 1.24432184e-01, ...,\n 1.98520452e-01, 9.54425242e-03, 4.94032979e-01],\n ...,\n [1.07997000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07998000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07999000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01]]), 8778601: array([[0.00000000e+00, 2.70264153e-03, 1.71096697e-02, ...,\n 1.19926557e-02, 7.63863442e-04, 2.50000000e-01],\n [1.00000000e+01, 2.70263990e-03, 1.71096697e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n [2.00000000e+01, 2.70263827e-03, 1.71096660e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.32237554e-03, 1.67535711e-02, ...,\n 1.14653511e-02, 7.30277156e-04, 2.50000000e-01],\n [1.07998000e+06, 2.32235319e-03, 1.44492928e-02, ...,\n 2.01501306e-02, 1.28344784e-03, 2.50000000e-01],\n [1.07999000e+06, 2.32234038e-03, 1.67535357e-02, ...,\n 1.14653008e-02, 7.30273954e-04, 2.50000000e-01]]), 8778603: array([[0.00000000e+00, 1.06547622e-03, 1.43830488e-02, ...,\n 9.55479965e-03, 8.68618197e-04, 2.50000000e-01],\n [1.00000000e+01, 1.06545212e-03, 1.18721435e-02, ...,\n 1.66734084e-02, 1.51576439e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06543850e-03, 1.43832508e-02, ...,\n 9.55504179e-03, 8.68640200e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.63718442e-04, 1.02914581e-02, ...,\n 1.47640267e-02, 1.34218426e-03, 2.50000000e-01],\n [1.07998000e+06, 6.63715589e-04, 1.02914460e-02, ...,\n 1.47640128e-02, 1.34218298e-03, 2.50000000e-01],\n [1.07999000e+06, 6.63712737e-04, 1.02914311e-02, ...,\n 1.47639951e-02, 1.34218147e-03, 2.50000000e-01]]), 8778605: array([[0.00000000e+00, 6.73570810e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.73211046e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.72851462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778607: array([[0.00000000e+00, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [1.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [2.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n ...,\n [1.07997000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07998000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07999000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01]]), 8778609: array([[0.00000000e+00, 4.61649586e-04, 7.71214720e-03, ...,\n 1.20384004e-02, 8.47774732e-04, 2.50000000e-01],\n [1.00000000e+01, 4.61659743e-04, 7.71220913e-03, ...,\n 1.20384889e-02, 8.47780961e-04, 2.50000000e-01],\n [2.00000000e+01, 4.61669901e-04, 7.71227060e-03, ...,\n 1.20385773e-02, 8.47787189e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.57163125e-03, 1.75115839e-02, ...,\n 2.47506555e-02, 1.74300396e-03, 2.50000000e-01],\n [1.07998000e+06, 5.57160750e-03, 2.07131207e-02, ...,\n 1.37097184e-02, 9.65473184e-04, 2.50000000e-01],\n [1.07999000e+06, 5.57156513e-03, 1.75115205e-02, ...,\n 2.47505810e-02, 1.74299872e-03, 2.50000000e-01]]), 8778611: array([[0.00000000e+00, 2.08389107e-02, 2.68489905e-02, ...,\n 1.91298500e-02, 1.40660664e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08387356e-02, 2.68489514e-02, ...,\n 1.91297941e-02, 1.40660256e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08385605e-02, 2.68489178e-02, ...,\n 1.91297401e-02, 1.40659860e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.02432089e-02, 2.67179310e-02, ...,\n 1.89388189e-02, 1.39256031e-03, 2.50000000e-01],\n [1.07998000e+06, 2.02430990e-02, 2.67179105e-02, ...,\n 1.89387836e-02, 1.39255763e-03, 2.50000000e-01],\n [1.07999000e+06, 2.02429891e-02, 2.67178863e-02, ...,\n 1.89387482e-02, 1.39255507e-03, 2.50000000e-01]]), 8778743: array([[0.00000000e+00, 1.35981455e-03, 7.44044036e-02, ...,\n 1.22551255e-01, 3.19977151e-03, 4.99168932e-01],\n [1.00000000e+01, 1.35981722e-03, 7.44116902e-02, ...,\n 1.22563049e-01, 3.20007955e-03, 4.99169946e-01],\n [2.00000000e+01, 1.35981990e-03, 7.44118243e-02, ...,\n 1.22563273e-01, 3.20008537e-03, 4.99169946e-01],\n ...,\n [1.07997000e+06, 7.70821236e-03, 1.47145897e-01, ...,\n 2.37567097e-01, 6.20279601e-03, 4.97708470e-01],\n [1.07998000e+06, 7.70820957e-03, 1.47145882e-01, ...,\n 2.37567067e-01, 6.20279554e-03, 4.97708470e-01],\n [1.07999000e+06, 7.70820677e-03, 1.47145867e-01, ...,\n 2.37567052e-01, 6.20279508e-03, 4.97708470e-01]]), 8778613: array([[0.00000000e+00, 1.61449099e-03, 1.15024168e-02, ...,\n 1.73583627e-02, 9.18431848e-04, 2.50000000e-01],\n [1.00000000e+01, 1.61450438e-03, 1.15024522e-02, ...,\n 1.73584055e-02, 9.18434118e-04, 2.50000000e-01],\n [2.00000000e+01, 1.61451777e-03, 1.15024839e-02, ...,\n 1.73584484e-02, 9.18436388e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.86772370e-03, 2.23083980e-02, ...,\n 1.48727223e-02, 7.86916527e-04, 2.50000000e-01],\n [1.07998000e+06, 7.86764175e-03, 1.89981777e-02, ...,\n 2.68428307e-02, 1.42025552e-03, 2.50000000e-01],\n [1.07999000e+06, 7.86759704e-03, 2.23084800e-02, ...,\n 1.48728276e-02, 7.86922057e-04, 2.50000000e-01]]), 8778615: array([[0.00000000e+00, 7.81406052e-05, 4.62748716e-03, ...,\n 7.37019582e-03, 4.69439226e-04, 2.50000000e-01],\n [1.00000000e+01, 7.81396666e-05, 4.62746620e-03, ...,\n 7.37016601e-03, 4.69437335e-04, 2.50000000e-01],\n [2.00000000e+01, 7.81387280e-05, 4.62744525e-03, ...,\n 7.37013342e-03, 4.69435268e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.76941941e-04, 9.88342706e-03, ...,\n 1.45827290e-02, 9.28836234e-04, 2.50000000e-01],\n [1.07998000e+06, 6.76938449e-04, 9.88341123e-03, ...,\n 1.45827085e-02, 9.28834954e-04, 2.50000000e-01],\n [1.07999000e+06, 6.76934957e-04, 9.88339540e-03, ...,\n 1.45826889e-02, 9.28833731e-04, 2.50000000e-01]]), 8778617: array([[0.00000000e+00, 3.64686875e-03, 2.12651685e-01, ...,\n 3.47943962e-01, 1.96578503e-02, 4.99625832e-01],\n [1.00000000e+01, 3.64686875e-03, 2.12650493e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n [2.00000000e+01, 3.64686898e-03, 2.12650508e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n ...,\n [1.07997000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07998000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07999000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01]]), 8778619: array([[0.00000000e+00, 2.05523893e-03, 1.39395669e-02, ...,\n 1.95538700e-02, 1.71525171e-03, 2.50000000e-01],\n [1.00000000e+01, 2.05521658e-03, 1.65214874e-02, ...,\n 1.10740233e-02, 9.71405534e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05517677e-03, 1.39394449e-02, ...,\n 1.95537191e-02, 1.71523856e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.37149030e-03, 1.46074397e-02, ...,\n 1.01148197e-02, 8.87264905e-04, 2.50000000e-01],\n [1.07998000e+06, 1.37148390e-03, 1.23785678e-02, ...,\n 1.76609345e-02, 1.54920481e-03, 2.50000000e-01],\n [1.07999000e+06, 1.37148018e-03, 1.46074090e-02, ...,\n 1.01148738e-02, 8.87269620e-04, 2.50000000e-01]]), 8778621: array([[0.00000000e+00, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [1.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [2.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n ...,\n [1.07997000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07998000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07999000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01]]), 8778623: array([[0.00000000e+00, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [1.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [2.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n ...,\n [1.07997000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07998000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07999000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01]]), 8778625: array([[0.00000000e+00, 4.51784674e-03, 1.98937319e-02, ...,\n 1.30539630e-02, 1.03602884e-03, 2.50000000e-01],\n [1.00000000e+01, 4.51785047e-03, 1.66158192e-02, ...,\n 2.35340055e-02, 1.86777825e-03, 2.50000000e-01],\n [2.00000000e+01, 4.51785233e-03, 1.98938902e-02, ...,\n 1.30541604e-02, 1.03604456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.28951485e-03, 1.63637623e-02, ...,\n 2.32251380e-02, 1.84326502e-03, 2.50000000e-01],\n [1.07998000e+06, 4.28950088e-03, 1.97486356e-02, ...,\n 1.28730182e-02, 1.02166820e-03, 2.50000000e-01],\n [1.07999000e+06, 4.28947574e-03, 1.63637176e-02, ...,\n 2.32250802e-02, 1.84326037e-03, 2.50000000e-01]]), 8778627: array([[0.00000000e+00, 1.76287221e-03, 1.18725961e-02, ...,\n 1.78391766e-02, 1.00786309e-03, 2.50000000e-01],\n [1.00000000e+01, 1.76288700e-03, 1.18726306e-02, ...,\n 1.78392213e-02, 1.00786565e-03, 2.50000000e-01],\n [2.00000000e+01, 1.76290190e-03, 1.18726641e-02, ...,\n 1.78392660e-02, 1.00786809e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.68514634e-03, 1.50759593e-02, ...,\n 2.19612960e-02, 1.24075124e-03, 2.50000000e-01],\n [1.07998000e+06, 3.68512655e-03, 1.50759341e-02, ...,\n 2.19612643e-02, 1.24074938e-03, 2.50000000e-01],\n [1.07999000e+06, 3.68510676e-03, 1.50759080e-02, ...,\n 2.19612308e-02, 1.24074752e-03, 2.50000000e-01]]), 8778629: array([[0.00000000e+00, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [1.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [2.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n ...,\n [1.07997000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07998000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07999000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01]]), 8778631: array([[0.00000000e+00, 2.75691249e-03, 1.48195261e-02, ...,\n 2.09460035e-02, 1.23211788e-03, 2.50000000e-01],\n [1.00000000e+01, 2.75691249e-03, 1.78476982e-02, ...,\n 1.17327040e-02, 6.90159039e-04, 2.50000000e-01],\n [2.00000000e+01, 2.75691249e-03, 1.48195243e-02, ...,\n 2.09459998e-02, 1.23211765e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.49459478e-03, 1.75719280e-02, ...,\n 1.14033148e-02, 6.70783222e-04, 2.50000000e-01],\n [1.07998000e+06, 2.49457662e-03, 1.43902972e-02, ...,\n 2.04228852e-02, 1.20134617e-03, 2.50000000e-01],\n [1.07999000e+06, 2.49456684e-03, 1.75718945e-02, ...,\n 1.14032738e-02, 6.70780835e-04, 2.50000000e-01]]), 8778633: array([[0.00000000e+00, 1.49234862e-03, 1.26952648e-01, ...,\n 2.09481433e-01, 1.43480431e-02, 4.99797136e-01],\n [1.00000000e+01, 1.49234850e-03, 1.27003446e-01, ...,\n 2.09564000e-01, 1.43536981e-02, 4.99797463e-01],\n [2.00000000e+01, 1.49234850e-03, 1.27010420e-01, ...,\n 2.09575340e-01, 1.43544748e-02, 4.99797523e-01],\n ...,\n [1.07997000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07998000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07999000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01]]), 8778635: array([[0.00000000e+00, 1.06274930e-03, 1.10865869e-02, ...,\n 1.62893832e-02, 1.46751199e-03, 2.50000000e-01],\n [1.00000000e+01, 1.06275582e-03, 1.10866092e-02, ...,\n 1.62894111e-02, 1.46751443e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06276234e-03, 1.10866316e-02, ...,\n 1.62894391e-02, 1.46751700e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.51706965e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07998000e+06, 1.51599236e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07999000e+06, 1.51491576e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01]]), 8778637: array([[0.00000000e+00, 9.62961372e-03, 1.95751414e-02, ...,\n 2.79467814e-02, 1.41145359e-03, 2.50000000e-01],\n [1.00000000e+01, 9.62964352e-03, 2.36437730e-02, ...,\n 1.52430879e-02, 7.69852893e-04, 2.50000000e-01],\n [2.00000000e+01, 9.62969847e-03, 1.95751917e-02, ...,\n 2.79468466e-02, 1.41145685e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.04934750e-02, 2.39398405e-02, ...,\n 1.56085761e-02, 7.88311881e-04, 2.50000000e-01],\n [1.07998000e+06, 1.04934135e-02, 2.00836957e-02, ...,\n 2.85764635e-02, 1.44325569e-03, 2.50000000e-01],\n [1.07999000e+06, 1.04933800e-02, 2.39398070e-02, ...,\n 1.56085370e-02, 7.88309961e-04, 2.50000000e-01]]), 8778639: array([[0.00000000e+00, 3.02582886e-03, 1.31772697e-01, ...,\n 2.13125706e-01, 6.21357746e-03, 4.98709232e-01],\n [1.00000000e+01, 3.02583002e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n [2.00000000e+01, 3.02583119e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n ...,\n [1.07997000e+06, 8.26796226e-04, 7.90223479e-02, ...,\n 1.29838556e-01, 3.78538063e-03, 4.99394923e-01],\n [1.07998000e+06, 8.26795178e-04, 7.90223107e-02, ...,\n 1.29838496e-01, 3.78537877e-03, 4.99394923e-01],\n [1.07999000e+06, 8.26794130e-04, 7.90222734e-02, ...,\n 1.29838422e-01, 3.78537667e-03, 4.99394923e-01]]), 8778641: array([[0.00000000e+00, 2.26720911e-03, 6.79528490e-02, ...,\n 1.08555391e-01, 6.46163058e-03, 4.76981789e-01],\n [1.00000000e+01, 2.26720981e-03, 6.78933561e-02, ...,\n 1.08466007e-01, 6.45630993e-03, 4.76995051e-01],\n [2.00000000e+01, 2.26721051e-03, 6.78940937e-02, ...,\n 1.08467102e-01, 6.45637512e-03, 4.76994336e-01],\n ...,\n [1.07997000e+06, 9.53877825e-05, 1.75068621e-02, ...,\n 2.90079918e-02, 1.72666623e-03, 4.98379827e-01],\n [1.07998000e+06, 9.53876806e-05, 1.75068527e-02, ...,\n 2.90079750e-02, 1.72666518e-03, 4.98379827e-01],\n [1.07999000e+06, 9.53875788e-05, 1.75068472e-02, ...,\n 2.90079638e-02, 1.72666449e-03, 4.98379827e-01]]), 8778643: array([[0.00000000e+00, 7.60924617e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.60568127e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.60211726e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778645: array([[0.00000000e+00, 2.73849047e-03, 1.45909730e-02, ...,\n 2.08290424e-02, 1.60223409e-03, 2.50000000e-01],\n [1.00000000e+01, 2.73849815e-03, 1.79318674e-02, ...,\n 1.14290379e-02, 8.79156811e-04, 2.50000000e-01],\n [2.00000000e+01, 2.73851235e-03, 1.45910550e-02, ...,\n 2.08291430e-02, 1.60224189e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.78069987e-03, 1.80162303e-02, ...,\n 1.15087423e-02, 8.85287882e-04, 2.50000000e-01],\n [1.07998000e+06, 2.78068567e-03, 1.46577694e-02, ...,\n 2.09110249e-02, 1.60854042e-03, 2.50000000e-01],\n [1.07999000e+06, 2.78067798e-03, 1.80161893e-02, ...,\n 1.15087004e-02, 8.85284680e-04, 2.50000000e-01]]), 8778647: array([[0.00000000e+00, 1.18200667e-02, 3.41883391e-01, ...,\n 5.45862436e-01, 2.99924426e-02, 4.99115705e-01],\n [1.00000000e+01, 1.18200667e-02, 3.41880709e-01, ...,\n 5.45858502e-01, 2.99922265e-02, 4.99115705e-01],\n [2.00000000e+01, 1.18200667e-02, 3.41880769e-01, ...,\n 5.45858562e-01, 2.99922284e-02, 4.99115705e-01],\n ...,\n [1.07997000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07998000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07999000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01]]), 8778649: array([[0.00000000e+00, 6.85303239e-03, 2.30540305e-01, ...,\n 3.63886207e-01, 2.91108955e-02, 4.96671766e-01],\n [1.00000000e+01, 6.85303239e-03, 2.30521753e-01, ...,\n 3.63859117e-01, 2.91087292e-02, 4.96672243e-01],\n [2.00000000e+01, 6.85303239e-03, 2.30522007e-01, ...,\n 3.63859475e-01, 2.91087572e-02, 4.96672243e-01],\n ...,\n [1.07997000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07998000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07999000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01]]), 8778651: array([[0.00000000e+00, 8.47128744e-04, 9.93141346e-03, ...,\n 1.49746686e-02, 1.42615894e-03, 2.50000000e-01],\n [1.00000000e+01, 8.47134565e-04, 9.93143767e-03, ...,\n 1.49746994e-02, 1.42616185e-03, 2.50000000e-01],\n [2.00000000e+01, 8.47140327e-04, 9.93146095e-03, ...,\n 1.49747329e-02, 1.42616511e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.93444772e-03, 1.81942191e-02, ...,\n 1.15612810e-02, 1.10107439e-03, 2.50000000e-01],\n [1.07998000e+06, 2.93441373e-03, 1.48066152e-02, ...,\n 2.11606156e-02, 2.01529684e-03, 2.50000000e-01],\n [1.07999000e+06, 2.93439557e-03, 1.81941036e-02, ...,\n 1.15611795e-02, 1.10106473e-03, 2.50000000e-01]]), 8778653: array([[0.00000000e+00, 5.27094235e-04, 8.92902985e-02, ...,\n 1.47667572e-01, 8.06926657e-03, 4.99901831e-01],\n [1.00000000e+01, 5.27094235e-04, 8.92461613e-02, ...,\n 1.47595420e-01, 8.06532335e-03, 4.99901742e-01],\n [2.00000000e+01, 5.27094235e-04, 8.92369151e-02, ...,\n 1.47580311e-01, 8.06449819e-03, 4.99901712e-01],\n ...,\n [1.07997000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01],\n [1.07998000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120545e-01, 1.43235270e-02, 4.99583215e-01],\n [1.07999000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01]]), 8778655: array([[0.00000000e+00, 3.14313475e-05, 3.42915184e-03, ...,\n 5.52964397e-03, 3.17795639e-04, 2.50000000e-01],\n [1.00000000e+01, 3.14317658e-05, 3.42916884e-03, ...,\n 5.52967098e-03, 3.17797181e-04, 2.50000000e-01],\n [2.00000000e+01, 3.14321842e-05, 3.42918653e-03, ...,\n 5.52969798e-03, 3.17798724e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.64062226e-04, 7.46566942e-03, ...,\n 1.13055818e-02, 6.49746100e-04, 2.50000000e-01],\n [1.07998000e+06, 2.64060858e-04, 7.46565592e-03, ...,\n 1.13055632e-02, 6.49744994e-04, 2.50000000e-01],\n [1.07999000e+06, 2.64059490e-04, 7.46564381e-03, ...,\n 1.13055473e-02, 6.49744121e-04, 2.50000000e-01]]), 8778657: array([[0.00000000e+00, 1.05884497e-03, 1.12381419e-02, ...,\n 1.63796172e-02, 9.20203223e-04, 2.50000000e-01],\n [1.00000000e+01, 1.05885486e-03, 1.12381754e-02, ...,\n 1.63796600e-02, 9.20205668e-04, 2.50000000e-01],\n [2.00000000e+01, 1.05886476e-03, 1.12382071e-02, ...,\n 1.63796991e-02, 9.20207822e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.36798783e-03, 1.21661546e-02, ...,\n 1.75319910e-02, 9.84943355e-04, 2.50000000e-01],\n [1.07998000e+06, 1.36797945e-03, 1.21661322e-02, ...,\n 1.75319631e-02, 9.84941726e-04, 2.50000000e-01],\n [1.07999000e+06, 1.36797107e-03, 1.21661089e-02, ...,\n 1.75319351e-02, 9.84940212e-04, 2.50000000e-01]]), 8778659: array([[0.00000000e+00, 2.24584888e-04, 6.81333011e-03, ...,\n 1.05107138e-02, 7.72846630e-04, 2.50000000e-01],\n [1.00000000e+01, 2.24592426e-04, 6.81341207e-03, ...,\n 1.05108265e-02, 7.72854895e-04, 2.50000000e-01],\n [2.00000000e+01, 2.24599949e-04, 6.81349216e-03, ...,\n 1.05109401e-02, 7.72863277e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88554567e-03, 1.63683016e-02, ...,\n 1.08176386e-02, 7.95414613e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88552868e-03, 1.35795884e-02, ...,\n 1.91366989e-02, 1.40711025e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88551913e-03, 1.63682718e-02, ...,\n 1.08175986e-02, 7.95411703e-04, 2.50000000e-01]]), 8778665: array([[0.00000000e+00, 2.89533869e-03, 1.67959481e-01, ...,\n 2.73297578e-01, 1.10646794e-02, 4.99387652e-01],\n [1.00000000e+01, 2.89533893e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n [2.00000000e+01, 2.89533916e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n ...,\n [1.07997000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07998000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07999000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01]]), 8778667: array([[0.00000000e+00, 1.43450801e-03, 1.69143260e-01, ...,\n 2.77786821e-01, 1.42454784e-02, 4.99895185e-01],\n [1.00000000e+01, 1.43450801e-03, 1.69108465e-01, ...,\n 2.77730912e-01, 1.42426109e-02, 4.99895096e-01],\n [2.00000000e+01, 1.43450801e-03, 1.69104025e-01, ...,\n 2.77723819e-01, 1.42422477e-02, 4.99895066e-01],\n ...,\n [1.07997000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07998000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07999000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01]]), 8776619: array([[0.00000000e+00, 1.47640426e-03, 8.97057727e-02, ...,\n 1.48333952e-01, 1.29549310e-03, 4.99947280e-01],\n [1.00000000e+01, 1.47642673e-03, 8.97722766e-02, ...,\n 1.48442626e-01, 1.29644212e-03, 4.99947429e-01],\n [2.00000000e+01, 1.47644919e-03, 8.97819325e-02, ...,\n 1.48458406e-01, 1.29657995e-03, 4.99947459e-01],\n ...,\n [1.07997000e+06, 1.17125781e-02, 2.17658997e-01, ...,\n 3.52451593e-01, 3.07817990e-03, 4.99685377e-01],\n [1.07998000e+06, 1.17125539e-02, 2.17658833e-01, ...,\n 3.52451295e-01, 3.07817734e-03, 4.99685377e-01],\n [1.07999000e+06, 1.17125306e-02, 2.17658669e-01, ...,\n 3.52451056e-01, 3.07817524e-03, 4.99685377e-01]]), 8778669: array([[0.00000000e+00, 2.08480889e-03, 1.22443810e-02, ...,\n 1.84506625e-02, 1.27245951e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08481867e-03, 1.22443996e-02, ...,\n 1.84506886e-02, 1.27246126e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08482845e-03, 1.22444211e-02, ...,\n 1.84507128e-02, 1.27246289e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.48839525e-03, 2.28593890e-02, ...,\n 1.49247479e-02, 1.02929294e-03, 2.50000000e-01],\n [1.07998000e+06, 8.48834682e-03, 1.91555452e-02, ...,\n 2.72270888e-02, 1.87773025e-03, 2.50000000e-01],\n [1.07999000e+06, 8.48831981e-03, 2.28593610e-02, ...,\n 1.49247125e-02, 1.02929049e-03, 2.50000000e-01]]), 8780717: array([[0.00000000e+00, 3.60257566e-01, 3.77543122e-01, ...,\n 5.79489946e-01, 1.12829043e-03, 4.98334855e-01],\n [1.00000000e+01, 3.60257626e-01, 3.77610773e-01, ...,\n 5.79583347e-01, 1.12847227e-03, 4.98335451e-01],\n [2.00000000e+01, 3.60257685e-01, 3.77609342e-01, ...,\n 5.79581439e-01, 1.12846855e-03, 4.98335421e-01],\n ...,\n [1.07997000e+06, 5.42141855e-01, 4.35906380e-01, ...,\n 6.58971667e-01, 1.28304458e-03, 4.97963548e-01],\n [1.07998000e+06, 5.42139292e-01, 4.35905635e-01, ...,\n 6.58970654e-01, 1.28304260e-03, 4.97963548e-01],\n [1.07999000e+06, 5.42136788e-01, 4.35905010e-01, ...,\n 6.58969939e-01, 1.28304120e-03, 4.97963548e-01]]), 8780719: array([[0.00000000e+00, 3.76559913e-01, 3.21802586e-01, ...,\n 4.89123136e-01, 1.71141757e-03, 4.94204670e-01],\n [1.00000000e+01, 3.76563966e-01, 3.21799397e-01, ...,\n 4.89118874e-01, 1.71140267e-03, 4.94209915e-01],\n [2.00000000e+01, 3.76567990e-01, 3.21800560e-01, ...,\n 4.89120424e-01, 1.71140803e-03, 4.94209886e-01],\n ...,\n [1.07997000e+06, 6.50590599e-01, 3.86542767e-01, ...,\n 5.75382352e-01, 2.01323419e-03, 4.92153794e-01],\n [1.07998000e+06, 6.50587440e-01, 3.86542171e-01, ...,\n 5.75381577e-01, 2.01323163e-03, 4.92153823e-01],\n [1.07999000e+06, 6.50584340e-01, 3.86541605e-01, ...,\n 5.75380862e-01, 2.01322907e-03, 4.92153823e-01]]), 8776623: array([[0.00000000e+00, 3.87939188e-04, 6.72644973e-02, ...,\n 1.11709595e-01, 7.02576106e-03, 4.99944240e-01],\n [1.00000000e+01, 3.87939450e-04, 6.72251955e-02, ...,\n 1.11644678e-01, 7.02167815e-03, 4.99944210e-01],\n [2.00000000e+01, 3.87939683e-04, 6.72137290e-02, ...,\n 1.11625738e-01, 7.02048698e-03, 4.99944210e-01],\n ...,\n [1.07997000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07998000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07999000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01]]), 8778673: array([[0.00000000e+00, 3.21316742e-03, 1.78934336e-02, ...,\n 1.23967798e-02, 7.79671711e-04, 2.50000000e-01],\n [1.00000000e+01, 3.21314810e-03, 1.78934168e-02, ...,\n 1.23967584e-02, 7.79670372e-04, 2.50000000e-01],\n [2.00000000e+01, 3.21312877e-03, 1.78934019e-02, ...,\n 1.23967342e-02, 7.79668859e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.37737293e-03, 1.43699553e-02, ...,\n 2.02366542e-02, 1.27274566e-03, 2.50000000e-01],\n [1.07998000e+06, 2.37736362e-03, 1.71757527e-02, ...,\n 1.13962796e-02, 7.16747192e-04, 2.50000000e-01],\n [1.07999000e+06, 2.37734709e-03, 1.43699087e-02, ...,\n 2.02365965e-02, 1.27274194e-03, 2.50000000e-01]]), 8776625: array([[0.00000000e+00, 4.49171814e-04, 1.13345519e-01, ...,\n 1.87693790e-01, 2.43758168e-02, 4.99933422e-01],\n [1.00000000e+01, 4.49178653e-04, 1.13326095e-01, ...,\n 1.87661916e-01, 2.43716780e-02, 4.99933392e-01],\n [2.00000000e+01, 4.49184998e-04, 1.13321617e-01, ...,\n 1.87654585e-01, 2.43707262e-02, 4.99933392e-01],\n ...,\n [1.07997000e+06, 2.02335487e-03, 2.31621444e-01, ...,\n 3.78933609e-01, 4.92121577e-02, 4.99632090e-01],\n [1.07998000e+06, 2.02334905e-03, 2.31621176e-01, ...,\n 3.78933132e-01, 4.92120944e-02, 4.99632090e-01],\n [1.07999000e+06, 2.02334346e-03, 2.31620952e-01, ...,\n 3.78932804e-01, 4.92120534e-02, 4.99632090e-01]]), 8778675: array([[0.00000000e+00, 1.09925971e-03, 1.15542701e-02, ...,\n 1.66429970e-02, 1.68111082e-03, 2.50000000e-01],\n [1.00000000e+01, 1.09926786e-03, 1.15542980e-02, ...,\n 1.66430306e-02, 1.68111420e-03, 2.50000000e-01],\n [2.00000000e+01, 1.09927601e-03, 1.15543241e-02, ...,\n 1.66430641e-02, 1.68111757e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27472333e-03, 1.20847998e-02, ...,\n 1.72937661e-02, 1.74684508e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27471355e-03, 1.20847700e-02, ...,\n 1.72937326e-02, 1.74684159e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27470377e-03, 1.20847421e-02, ...,\n 1.72936991e-02, 1.74683821e-03, 2.50000000e-01]]), 8780723: array([[0.00000000e+00, 2.64072418e-02, 1.80796057e-01, ...,\n 2.93147236e-01, 6.42162631e-04, 4.99720633e-01],\n [1.00000000e+01, 2.64075566e-02, 1.80828765e-01, ...,\n 2.93198168e-01, 6.42274215e-04, 4.99720544e-01],\n [2.00000000e+01, 2.64078695e-02, 1.80829093e-01, ...,\n 2.93198705e-01, 6.42275380e-04, 4.99720544e-01],\n ...,\n [1.07997000e+06, 1.54072091e-01, 3.49149525e-01, ...,\n 5.43829262e-01, 1.19130185e-03, 4.99213040e-01],\n [1.07998000e+06, 1.54071525e-01, 3.49149048e-01, ...,\n 5.43828607e-01, 1.19130034e-03, 4.99213040e-01],\n [1.07999000e+06, 1.54070958e-01, 3.49148571e-01, ...,\n 5.43827891e-01, 1.19129883e-03, 4.99213040e-01]]), 8776629: array([[0.00000000e+00, 4.85185273e-02, 3.59526128e-01, ...,\n 5.68255365e-01, 4.00179811e-03, 4.99464840e-01],\n [1.00000000e+01, 4.85185683e-02, 3.59513849e-01, ...,\n 5.68237364e-01, 4.00167145e-03, 4.99464810e-01],\n [2.00000000e+01, 4.85186093e-02, 3.59514207e-01, ...,\n 5.68237901e-01, 4.00167517e-03, 4.99464810e-01],\n ...,\n [1.07997000e+06, 5.84799312e-02, 3.84981990e-01, ...,\n 6.05389535e-01, 4.26330650e-03, 4.99402672e-01],\n [1.07998000e+06, 5.84798492e-02, 3.84981811e-01, ...,\n 6.05389297e-01, 4.26330464e-03, 4.99402672e-01],\n [1.07999000e+06, 5.84797673e-02, 3.84981602e-01, ...,\n 6.05388939e-01, 4.26330231e-03, 4.99402702e-01]]), 8778677: array([[0.00000000e+00, 3.55187629e-04, 8.56306497e-03, ...,\n 1.25564830e-02, 1.05516671e-03, 2.50000000e-01],\n [1.00000000e+01, 3.55188095e-04, 8.56306870e-03, ...,\n 1.25564858e-02, 1.05516694e-03, 2.50000000e-01],\n [2.00000000e+01, 3.55188560e-04, 8.56307149e-03, ...,\n 1.25564914e-02, 1.05516741e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.73908633e-04, 1.12905344e-02, ...,\n 1.58857238e-02, 1.33493484e-03, 2.50000000e-01],\n [1.07998000e+06, 8.73905141e-04, 1.37901306e-02, ...,\n 9.10187140e-03, 7.64863158e-04, 2.50000000e-01],\n [1.07999000e+06, 8.73898913e-04, 1.12904981e-02, ...,\n 1.58856791e-02, 1.33493100e-03, 2.50000000e-01]]), 8778679: array([[0.00000000e+00, 4.11516195e-03, 1.87250320e-02, ...,\n 1.32688405e-02, 1.31374656e-03, 2.50000000e-01],\n [1.00000000e+01, 4.11513587e-03, 1.87250152e-02, ...,\n 1.32688154e-02, 1.31374411e-03, 2.50000000e-01],\n [2.00000000e+01, 4.11510980e-03, 1.87249947e-02, ...,\n 1.32687856e-02, 1.31374120e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.67277262e-03, 1.76231880e-02, ...,\n 1.16914492e-02, 1.15756923e-03, 2.50000000e-01],\n [1.07998000e+06, 2.67275656e-03, 1.47713954e-02, ...,\n 2.08108295e-02, 2.06047809e-03, 2.50000000e-01],\n [1.07999000e+06, 2.67274748e-03, 1.76231638e-02, ...,\n 1.16914194e-02, 1.15756632e-03, 2.50000000e-01]]), 8780721: array([[0.00000000e+00, 6.94812229e-03, 1.60914361e-01, ...,\n 2.64002472e-01, 1.61667156e-03, 4.99858290e-01],\n [1.00000000e+01, 6.94817910e-03, 1.60918593e-01, ...,\n 2.64009267e-01, 1.61671324e-03, 4.99858230e-01],\n [2.00000000e+01, 6.94823591e-03, 1.60919085e-01, ...,\n 2.64010072e-01, 1.61671813e-03, 4.99858230e-01],\n ...,\n [1.07997000e+06, 5.48220947e-02, 3.56030166e-01, ...,\n 5.65163195e-01, 3.46088922e-03, 4.99521881e-01],\n [1.07998000e+06, 5.48220240e-02, 3.56029987e-01, ...,\n 5.65162957e-01, 3.46088782e-03, 4.99521881e-01],\n [1.07999000e+06, 5.48219532e-02, 3.56029779e-01, ...,\n 5.65162778e-01, 3.46088666e-03, 4.99521881e-01]]), 8776633: array([[0.00000000e+00, 2.47818708e-01, 3.58639359e-01, ...,\n 5.50723851e-01, 6.07862975e-03, 4.92336482e-01],\n [1.00000000e+01, 2.47823656e-01, 3.58507305e-01, ...,\n 5.50541341e-01, 6.07661530e-03, 4.92329031e-01],\n [2.00000000e+01, 2.47828573e-01, 3.58512610e-01, ...,\n 5.50548673e-01, 6.07669633e-03, 4.92329061e-01],\n ...,\n [1.07997000e+06, 2.50602603e-01, 3.59906346e-01, ...,\n 5.52474082e-01, 6.09794771e-03, 4.92279947e-01],\n [1.07998000e+06, 2.50601500e-01, 3.59905809e-01, ...,\n 5.52473307e-01, 6.09793933e-03, 4.92279977e-01],\n [1.07999000e+06, 2.50600427e-01, 3.59905273e-01, ...,\n 5.52472651e-01, 6.09793235e-03, 4.92279977e-01]]), 8776627: array([[0.00000000e+00, 1.50321787e-02, 1.66803718e-01, ...,\n 2.68165708e-01, 6.09467551e-03, 4.96858060e-01],\n [1.00000000e+01, 1.50353611e-02, 1.66796058e-01, ...,\n 2.68153965e-01, 6.09440869e-03, 4.96857911e-01],\n [2.00000000e+01, 1.50385164e-02, 1.66809648e-01, ...,\n 2.68174738e-01, 6.09488040e-03, 4.96857524e-01],\n ...,\n [1.07997000e+06, 7.20547065e-02, 2.96396792e-01, ...,\n 4.56908673e-01, 1.03842886e-02, 4.92112875e-01],\n [1.07998000e+06, 7.20546097e-02, 2.96396703e-01, ...,\n 4.56908524e-01, 1.03842849e-02, 4.92112875e-01],\n [1.07999000e+06, 7.20545202e-02, 2.96396554e-01, ...,\n 4.56908256e-01, 1.03842793e-02, 4.92112905e-01]]), 8776635: array([[0.00000000e+00, 9.33041039e-04, 1.03199132e-01, ...,\n 1.68195471e-01, 8.71479139e-03, 4.99025643e-01],\n [1.00000000e+01, 9.33041214e-04, 1.03197731e-01, ...,\n 1.68193236e-01, 8.71467590e-03, 4.99025464e-01],\n [2.00000000e+01, 9.33041389e-04, 1.03197746e-01, ...,\n 1.68193266e-01, 8.71467683e-03, 4.99025464e-01],\n ...,\n [1.07997000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07998000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07999000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01]]), 8776631: array([[0.00000000e+00, 7.62817275e-04, 7.94796348e-02, ...,\n 1.31892398e-01, 2.17644218e-03, 4.99973387e-01],\n [1.00000000e+01, 7.62821233e-04, 7.95070753e-02, ...,\n 1.31937623e-01, 2.17718841e-03, 4.99973416e-01],\n [2.00000000e+01, 7.62825191e-04, 7.95135871e-02, ...,\n 1.31948352e-01, 2.17736559e-03, 4.99973416e-01],\n ...,\n [1.07997000e+06, 1.96487010e-02, 3.19391966e-01, ...,\n 5.14856100e-01, 8.49597529e-03, 4.99615371e-01],\n [1.07998000e+06, 1.96486935e-02, 3.19391906e-01, ...,\n 5.14856040e-01, 8.49597435e-03, 4.99615371e-01],\n [1.07999000e+06, 1.96486861e-02, 3.19391876e-01, ...,\n 5.14855981e-01, 8.49597342e-03, 4.99615371e-01]]), 8778685: array([[0.00000000e+00, 1.80046831e-03, 1.22218110e-01, ...,\n 2.00684503e-01, 9.74196568e-03, 4.99370366e-01],\n [1.00000000e+01, 1.80046831e-03, 1.22216061e-01, ...,\n 2.00681224e-01, 9.74180643e-03, 4.99370217e-01],\n [2.00000000e+01, 1.80046831e-03, 1.22216046e-01, ...,\n 2.00681195e-01, 9.74180549e-03, 4.99370217e-01],\n ...,\n [1.07997000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07998000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07999000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01]]), 8776637: array([[0.00000000e+00, 2.31881544e-01, 4.21007365e-01, ...,\n 6.48380220e-01, 4.22397535e-03, 4.97491926e-01],\n [1.00000000e+01, 2.31881022e-01, 4.21065897e-01, ...,\n 6.48461699e-01, 4.22450621e-03, 4.97492522e-01],\n [2.00000000e+01, 2.31880516e-01, 4.21064407e-01, ...,\n 6.48459613e-01, 4.22449224e-03, 4.97492522e-01],\n ...,\n [1.07997000e+06, 1.73548803e-01, 3.80025774e-01, ...,\n 5.90883613e-01, 3.84940440e-03, 4.97879386e-01],\n [1.07998000e+06, 1.73548371e-01, 3.80025506e-01, ...,\n 5.90883195e-01, 3.84940184e-03, 4.97879386e-01],\n [1.07999000e+06, 1.73547953e-01, 3.80025148e-01, ...,\n 5.90882719e-01, 3.84939858e-03, 4.97879386e-01]]), 8780735: array([[0.00000000e+00, 6.39082957e-03, 1.09317482e-01, ...,\n 1.76418722e-01, 1.34670781e-02, 4.86246586e-01],\n [1.00000000e+01, 6.39084261e-03, 1.09349340e-01, ...,\n 1.76467776e-01, 1.34708229e-02, 4.86231387e-01],\n [2.00000000e+01, 6.39085565e-03, 1.09349012e-01, ...,\n 1.76467270e-01, 1.34707838e-02, 4.86231506e-01],\n ...,\n [1.07997000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07998000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07999000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01]]), 8778687: array([[0.00000000e+00, 1.03655795e-03, 1.12663666e-02, ...,\n 1.63460318e-02, 1.40914065e-03, 2.50000000e-01],\n [1.00000000e+01, 1.03656389e-03, 1.12663880e-02, ...,\n 1.63460560e-02, 1.40914274e-03, 2.50000000e-01],\n [2.00000000e+01, 1.03656983e-03, 1.12664085e-02, ...,\n 1.63460821e-02, 1.40914507e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.72219239e-02, 2.44452190e-02, ...,\n 2.44491249e-02, 2.10768334e-03, 2.50000000e-01],\n [1.07998000e+06, 1.72218345e-02, 2.44451892e-02, ...,\n 2.44490691e-02, 2.10767845e-03, 2.50000000e-01],\n [1.07999000e+06, 1.72217451e-02, 2.44451594e-02, ...,\n 2.44490132e-02, 2.10767356e-03, 2.50000000e-01]]), 8776639: array([[0.00000000e+00, 1.26337493e-03, 1.01852059e-01, ...,\n 1.68268859e-01, 7.47861620e-03, 4.99821961e-01],\n [1.00000000e+01, 1.26333965e-03, 1.01876341e-01, ...,\n 1.68308437e-01, 7.48037500e-03, 4.99822140e-01],\n [2.00000000e+01, 1.26330450e-03, 1.01878837e-01, ...,\n 1.68312505e-01, 7.48055615e-03, 4.99822170e-01],\n ...,\n [1.07997000e+06, 6.40242593e-03, 2.07809970e-01, ...,\n 3.37806165e-01, 1.50136082e-02, 4.99168247e-01],\n [1.07998000e+06, 6.40239241e-03, 2.07809553e-01, ...,\n 3.37805450e-01, 1.50135756e-02, 4.99168247e-01],\n [1.07999000e+06, 6.40235888e-03, 2.07809106e-01, ...,\n 3.37804794e-01, 1.50135467e-02, 4.99168247e-01]]), 8776641: array([[0.00000000e+00, 3.03224001e-09, 3.13146993e-05, ...,\n 5.21887523e-05, 1.44968762e-05, 4.98203993e-01],\n [1.00000000e+01, 3.02583736e-09, 3.04197074e-05, ...,\n 5.06972610e-05, 1.40825732e-05, 4.98207629e-01],\n [2.00000000e+01, 3.01944847e-09, 2.98078630e-05, ...,\n 4.96776302e-05, 1.37993420e-05, 4.98211324e-01],\n ...,\n [1.07997000e+06, 1.16710711e-04, 6.41153101e-03, ...,\n 9.50856693e-03, 2.64126877e-03, 2.50000000e-01],\n [1.07998000e+06, 1.16710340e-04, 6.41152496e-03, ...,\n 9.50855855e-03, 2.64126644e-03, 2.50000000e-01],\n [1.07999000e+06, 1.16709969e-04, 6.41151750e-03, ...,\n 9.50854924e-03, 2.64126388e-03, 2.50000000e-01]]), 8776643: array([[0.00000000e+00, 2.01837644e-02, 2.10993662e-01, ...,\n 3.38172525e-01, 6.59205718e-03, 4.98000562e-01],\n [1.00000000e+01, 2.01837681e-02, 2.11020157e-01, ...,\n 3.38212669e-01, 6.59283949e-03, 4.98000354e-01],\n [2.00000000e+01, 2.01837718e-02, 2.11019769e-01, ...,\n 3.38212043e-01, 6.59282738e-03, 4.98000354e-01],\n ...,\n [1.07997000e+06, 3.51971649e-02, 2.59713203e-01, ...,\n 4.10900265e-01, 8.00975226e-03, 4.97224599e-01],\n [1.07998000e+06, 3.51971388e-02, 2.59713143e-01, ...,\n 4.10900176e-01, 8.00975040e-03, 4.97224599e-01],\n [1.07999000e+06, 3.51971164e-02, 2.59713084e-01, ...,\n 4.10900086e-01, 8.00974853e-03, 4.97224599e-01]]), 8776645: array([[0.00000000e+00, 2.56156802e-01, 3.90213221e-01, ...,\n 6.03733003e-01, 6.41586585e-03, 4.93901402e-01],\n [1.00000000e+01, 2.56161809e-01, 3.90218794e-01, ...,\n 6.03740811e-01, 6.41594874e-03, 4.93901402e-01],\n [2.00000000e+01, 2.56166816e-01, 3.90221477e-01, ...,\n 6.03744566e-01, 6.41598878e-03, 4.93901342e-01],\n ...,\n [1.07997000e+06, 2.62609005e-01, 3.93661797e-01, ...,\n 6.08567178e-01, 6.46723853e-03, 4.93813366e-01],\n [1.07998000e+06, 2.62607276e-01, 3.93660903e-01, ...,\n 6.08565867e-01, 6.46722456e-03, 4.93813396e-01],\n [1.07999000e+06, 2.62605548e-01, 3.93659979e-01, ...,\n 6.08564615e-01, 6.46721153e-03, 4.93813425e-01]]), 8778695: array([[0.00000000e+00, 6.62681647e-04, 1.00029921e-02, ...,\n 1.46193570e-02, 1.22851739e-03, 2.50000000e-01],\n [1.00000000e+01, 6.62689097e-04, 1.00030284e-02, ...,\n 1.46194045e-02, 1.22852146e-03, 2.50000000e-01],\n [2.00000000e+01, 6.62696548e-04, 1.00030648e-02, ...,\n 1.46194501e-02, 1.22852530e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.70361216e-03, 1.58514474e-02, ...,\n 1.06264120e-02, 8.92975833e-04, 2.50000000e-01],\n [1.07998000e+06, 1.70359842e-03, 1.33318808e-02, ...,\n 1.86883584e-02, 1.57045037e-03, 2.50000000e-01],\n [1.07999000e+06, 1.70359062e-03, 1.58514194e-02, ...,\n 1.06263775e-02, 8.92972923e-04, 2.50000000e-01]]), 8776647: array([[0.00000000e+00, 7.53027620e-04, 8.54451396e-03, ...,\n 1.33654997e-02, 4.28381434e-04, 2.50000000e-01],\n [1.00000000e+01, 7.53002882e-04, 8.54441151e-03, ...,\n 1.33653516e-02, 4.28376690e-04, 2.50000000e-01],\n [2.00000000e+01, 7.52978201e-04, 8.54430906e-03, ...,\n 1.33652054e-02, 4.28372005e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.85311186e-03, 2.01599747e-02, ...,\n 1.31745273e-02, 4.22260520e-04, 2.50000000e-01],\n [1.07998000e+06, 5.85306948e-03, 1.70822721e-02, ...,\n 2.46797223e-02, 7.91016791e-04, 2.50000000e-01],\n [1.07999000e+06, 5.85304713e-03, 2.01599095e-02, ...,\n 1.31745841e-02, 4.22262325e-04, 2.50000000e-01]]), 8776649: array([[0.00000000e+00, 3.33996713e-01, 3.51000935e-01, ...,\n 5.37400424e-01, 6.51394436e-03, 4.85080630e-01],\n [1.00000000e+01, 3.33996981e-01, 3.50992203e-01, ...,\n 5.37388444e-01, 6.51379908e-03, 4.85079765e-01],\n [2.00000000e+01, 3.33997279e-01, 3.50992471e-01, ...,\n 5.37388861e-01, 6.51380420e-03, 4.85079795e-01],\n ...,\n [1.07997000e+06, 3.79969925e-01, 3.68139446e-01, ...,\n 5.60850024e-01, 6.79818168e-03, 4.84413564e-01],\n [1.07998000e+06, 3.79967362e-01, 3.68138641e-01, ...,\n 5.60848951e-01, 6.79816911e-03, 4.84413624e-01],\n [1.07999000e+06, 3.79964828e-01, 3.68137807e-01, ...,\n 5.60847878e-01, 6.79815607e-03, 4.84413683e-01]]), 8776651: array([[0.00000000e+00, 1.98147632e-02, 2.20519215e-01, ...,\n 3.56337398e-01, 2.32596206e-03, 4.99584377e-01],\n [1.00000000e+01, 1.98148154e-02, 2.20537141e-01, ...,\n 3.56364995e-01, 2.32614228e-03, 4.99584317e-01],\n [2.00000000e+01, 1.98148657e-02, 2.20537081e-01, ...,\n 3.56364965e-01, 2.32614204e-03, 4.99584317e-01],\n ...,\n [1.07997000e+06, 3.74287106e-02, 2.80648828e-01, ...,\n 4.47895080e-01, 2.92359712e-03, 4.99395192e-01],\n [1.07998000e+06, 3.74286287e-02, 2.80648619e-01, ...,\n 4.47894722e-01, 2.92359479e-03, 4.99395192e-01],\n [1.07999000e+06, 3.74285504e-02, 2.80648381e-01, ...,\n 4.47894454e-01, 2.92359293e-03, 4.99395192e-01]]), 8778701: array([[0.00000000e+00, 9.08066460e-04, 9.61741246e-03, ...,\n 1.47461938e-02, 5.87497780e-04, 2.50000000e-01],\n [1.00000000e+01, 9.08082759e-04, 9.61747579e-03, ...,\n 1.47462804e-02, 5.87501214e-04, 2.50000000e-01],\n [2.00000000e+01, 9.08099057e-04, 9.61753540e-03, ...,\n 1.47463623e-02, 5.87504474e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.39284460e-03, 1.11365179e-02, ...,\n 1.67960543e-02, 6.69165514e-04, 2.50000000e-01],\n [1.07998000e+06, 1.39272574e-03, 1.11361975e-02, ...,\n 1.67956315e-02, 6.69148692e-04, 2.50000000e-01],\n [1.07999000e+06, 1.39260700e-03, 1.11358790e-02, ...,\n 1.67952087e-02, 6.69131812e-04, 2.50000000e-01]]), 8776653: array([[0.00000000e+00, 3.31794657e-03, 1.73859343e-01, ...,\n 2.81244278e-01, 1.12497704e-02, 4.99163955e-01],\n [1.00000000e+01, 3.31794657e-03, 1.73855931e-01, ...,\n 2.81239003e-01, 1.12495599e-02, 4.99164164e-01],\n [2.00000000e+01, 3.31794657e-03, 1.73855960e-01, ...,\n 2.81239033e-01, 1.12495609e-02, 4.99164164e-01],\n ...,\n [1.07997000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07998000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07999000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01]]), 8776655: array([[0.00000000e+00, 3.89100522e-01, 3.80217940e-01, ...,\n 5.81865549e-01, 4.84887976e-03, 4.90564048e-01],\n [1.00000000e+01, 3.89093101e-01, 3.80390257e-01, ...,\n 5.82102180e-01, 4.85085184e-03, 4.90570992e-01],\n [2.00000000e+01, 3.89085740e-01, 3.80383968e-01, ...,\n 5.82093537e-01, 4.85077966e-03, 4.90570873e-01],\n ...,\n [1.07997000e+06, 4.18756872e-01, 3.91408324e-01, ...,\n 5.97193122e-01, 4.97660972e-03, 4.90455240e-01],\n [1.07998000e+06, 4.18753803e-01, 3.91407311e-01, ...,\n 5.97191632e-01, 4.97659715e-03, 4.90455270e-01],\n [1.07999000e+06, 4.18750763e-01, 3.91406327e-01, ...,\n 5.97190320e-01, 4.97658644e-03, 4.90455329e-01]]), 8776657: array([[0.00000000e+00, 3.56766693e-02, 4.03515339e-01, ...,\n 6.35689735e-01, 7.26502528e-03, 4.99505937e-01],\n [1.00000000e+01, 3.56766358e-02, 4.03529912e-01, ...,\n 6.35710955e-01, 7.26526789e-03, 4.99505937e-01],\n [2.00000000e+01, 3.56765985e-02, 4.03529495e-01, ...,\n 6.35710359e-01, 7.26526137e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 1.48827108e-02, 2.91054815e-01, ...,\n 4.68015254e-01, 5.34874573e-03, 4.99705225e-01],\n [1.07998000e+06, 1.48826921e-02, 2.91054666e-01, ...,\n 4.68015015e-01, 5.34874294e-03, 4.99705225e-01],\n [1.07999000e+06, 1.48826744e-02, 2.91054517e-01, ...,\n 4.68014836e-01, 5.34874108e-03, 4.99705225e-01]]), 8776659: array([[0.00000000e+00, 7.33744130e-02, 2.51304060e-01, ...,\n 3.90851408e-01, 6.10705325e-03, 4.92456794e-01],\n [1.00000000e+01, 7.33740851e-02, 2.51322746e-01, ...,\n 3.90877873e-01, 6.10746676e-03, 4.92457569e-01],\n [2.00000000e+01, 7.33737573e-02, 2.51321971e-01, ...,\n 3.90876830e-01, 6.10745046e-03, 4.92457569e-01],\n ...,\n [1.07997000e+06, 8.03012997e-02, 2.59533674e-01, ...,\n 4.02476162e-01, 6.28869003e-03, 4.92050946e-01],\n [1.07998000e+06, 8.03010911e-02, 2.59533435e-01, ...,\n 4.02475774e-01, 6.28868397e-03, 4.92050946e-01],\n [1.07999000e+06, 8.03008899e-02, 2.59533197e-01, ...,\n 4.02475476e-01, 6.28867932e-03, 4.92050976e-01]]), 8776661: array([[0.00000000e+00, 3.80534818e-03, 1.64635435e-01, ...,\n 2.67273098e-01, 4.92215622e-03, 4.99559134e-01],\n [1.00000000e+01, 3.80534935e-03, 1.64629683e-01, ...,\n 2.67264128e-01, 4.92199091e-03, 4.99559283e-01],\n [2.00000000e+01, 3.80535051e-03, 1.64629728e-01, ...,\n 2.67264187e-01, 4.92199231e-03, 4.99559283e-01],\n ...,\n [1.07997000e+06, 1.02909247e-03, 9.20490399e-02, ...,\n 1.51701242e-01, 2.79376120e-03, 4.99883324e-01],\n [1.07998000e+06, 1.02909165e-03, 9.20490026e-02, ...,\n 1.51701167e-01, 2.79375981e-03, 4.99883324e-01],\n [1.07999000e+06, 1.02909084e-03, 9.20489654e-02, ...,\n 1.51701093e-01, 2.79375841e-03, 4.99883324e-01]]), 8778709: array([[0.00000000e+00, 1.78986788e-03, 1.32696833e-02, ...,\n 1.88566167e-02, 1.23245863e-03, 2.50000000e-01],\n [1.00000000e+01, 1.78989407e-03, 1.62867606e-02, ...,\n 1.04941111e-02, 6.85889623e-04, 2.50000000e-01],\n [2.00000000e+01, 1.78994215e-03, 1.32698584e-02, ...,\n 1.88568309e-02, 1.23247271e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.95766147e-03, 1.36245731e-02, ...,\n 1.92882810e-02, 1.26067200e-03, 2.50000000e-01],\n [1.07998000e+06, 1.95765425e-03, 1.66163146e-02, ...,\n 1.08408267e-02, 7.08550797e-04, 2.50000000e-01],\n [1.07999000e+06, 1.95764122e-03, 1.36245340e-02, ...,\n 1.92882326e-02, 1.26066885e-03, 2.50000000e-01]]), 8776663: array([[0.00000000e+00, 1.12635000e-02, 3.02858144e-01, ...,\n 4.88093257e-01, 8.71595144e-02, 4.97167498e-01],\n [1.00000000e+01, 1.12632513e-02, 3.02859783e-01, ...,\n 4.88095760e-01, 8.71599615e-02, 4.97167379e-01],\n [2.00000000e+01, 1.12630315e-02, 3.02857488e-01, ...,\n 4.88092244e-01, 8.71593282e-02, 4.97167408e-01],\n ...,\n [1.07997000e+06, 8.66338052e-03, 2.73814529e-01, ...,\n 4.43276852e-01, 7.91565850e-02, 4.97573495e-01],\n [1.07998000e+06, 8.66333768e-03, 2.73814052e-01, ...,\n 4.43276078e-01, 7.91564435e-02, 4.97573495e-01],\n [1.07999000e+06, 8.66329484e-03, 2.73813516e-01, ...,\n 4.43275303e-01, 7.91563094e-02, 4.97573495e-01]]), 8776665: array([[0.00000000e+00, 2.46530827e-02, 2.01012105e-01, ...,\n 3.22562128e-01, 7.10489228e-03, 4.96968508e-01],\n [1.00000000e+01, 2.46531703e-02, 2.00990424e-01, ...,\n 3.22529107e-01, 7.10416492e-03, 4.96968538e-01],\n [2.00000000e+01, 2.46532578e-02, 2.00991035e-01, ...,\n 3.22530091e-01, 7.10418681e-03, 4.96968538e-01],\n ...,\n [1.07997000e+06, 4.36420850e-02, 2.48852149e-01, ...,\n 3.94188017e-01, 8.68255552e-03, 4.95756388e-01],\n [1.07998000e+06, 4.36419658e-02, 2.48851910e-01, ...,\n 3.94187629e-01, 8.68254621e-03, 4.95756418e-01],\n [1.07999000e+06, 4.36418429e-02, 2.48851642e-01, ...,\n 3.94187272e-01, 8.68253876e-03, 4.95756418e-01]]), 8776667: array([[0.00000000e+00, 1.05750887e-02, 2.97268599e-01, ...,\n 4.77119893e-01, 7.36296130e-03, 4.99716103e-01],\n [1.00000000e+01, 1.05750738e-02, 2.97271788e-01, ...,\n 4.77124751e-01, 7.36303627e-03, 4.99716103e-01],\n [2.00000000e+01, 1.05750579e-02, 2.97271580e-01, ...,\n 4.77124423e-01, 7.36303115e-03, 4.99716103e-01],\n ...,\n [1.07997000e+06, 7.70403259e-03, 2.63400227e-01, ...,\n 4.25284237e-01, 6.56302832e-03, 4.99764532e-01],\n [1.07998000e+06, 7.70402281e-03, 2.63400078e-01, ...,\n 4.25284028e-01, 6.56302506e-03, 4.99764532e-01],\n [1.07999000e+06, 7.70401303e-03, 2.63399959e-01, ...,\n 4.25283849e-01, 6.56302227e-03, 4.99764532e-01]]), 8776669: array([[0.00000000e+00, 4.16959748e-02, 2.37708539e-01, ...,\n 3.77977341e-01, 2.71926150e-02, 4.86416042e-01],\n [1.00000000e+01, 4.16960008e-02, 2.37655431e-01, ...,\n 3.77898306e-01, 2.71869302e-02, 4.86413479e-01],\n [2.00000000e+01, 4.16960195e-02, 2.37656340e-01, ...,\n 3.77899736e-01, 2.71870326e-02, 4.86413509e-01],\n ...,\n [1.07997000e+06, 6.20194860e-02, 2.75119424e-01, ...,\n 4.32997912e-01, 3.11509296e-02, 4.82844859e-01],\n [1.07998000e+06, 6.20193072e-02, 2.75119126e-01, ...,\n 4.32997406e-01, 3.11508942e-02, 4.82844889e-01],\n [1.07999000e+06, 6.20191321e-02, 2.75118858e-01, ...,\n 4.32997108e-01, 3.11508719e-02, 4.82844919e-01]]), 8776671: array([[0.00000000e+00, 1.76778268e-02, 2.84030855e-01, ...,\n 4.53021526e-01, 4.62266849e-03, 4.99554962e-01],\n [1.00000000e+01, 1.76778287e-02, 2.84018219e-01, ...,\n 4.53002602e-01, 4.62247524e-03, 4.99554992e-01],\n [2.00000000e+01, 1.76778305e-02, 2.84018397e-01, ...,\n 4.53002840e-01, 4.62247804e-03, 4.99554992e-01],\n ...,\n [1.07997000e+06, 1.85969956e-02, 2.89459020e-01, ...,\n 4.61139202e-01, 4.70550219e-03, 4.99541461e-01],\n [1.07998000e+06, 1.85969751e-02, 2.89458960e-01, ...,\n 4.61139083e-01, 4.70550079e-03, 4.99541461e-01],\n [1.07999000e+06, 1.85969546e-02, 2.89458841e-01, ...,\n 4.61138934e-01, 4.70549939e-03, 4.99541461e-01]]), 8780767: array([[0.00000000e+00, 1.62765500e-03, 1.25106173e-02, ...,\n 1.81772262e-02, 9.77270189e-04, 2.50000000e-01],\n [1.00000000e+01, 1.62766979e-03, 1.25106536e-02, ...,\n 1.81772728e-02, 9.77272750e-04, 2.50000000e-01],\n [2.00000000e+01, 1.62768457e-03, 1.25106899e-02, ...,\n 1.81773175e-02, 9.77275195e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.54132273e-03, 1.76606067e-02, ...,\n 1.13220373e-02, 6.08711678e-04, 2.50000000e-01],\n [1.07998000e+06, 2.54130317e-03, 1.43760983e-02, ...,\n 2.04815529e-02, 1.10115879e-03, 2.50000000e-01],\n [1.07999000e+06, 2.54129246e-03, 1.76605508e-02, ...,\n 1.13219824e-02, 6.08708768e-04, 2.50000000e-01]]), 8776673: array([[0.00000000e+00, 4.34507988e-03, 2.37294152e-01, ...,\n 3.82266223e-01, 1.27848228e-02, 4.99572992e-01],\n [1.00000000e+01, 4.34504915e-03, 2.37290800e-01, ...,\n 3.82261127e-01, 1.27846524e-02, 4.99573052e-01],\n [2.00000000e+01, 4.34501842e-03, 2.37290159e-01, ...,\n 3.82260084e-01, 1.27846180e-02, 4.99573052e-01],\n ...,\n [1.07997000e+06, 2.68862606e-03, 1.97070658e-01, ...,\n 3.20010424e-01, 1.07026892e-02, 4.99678135e-01],\n [1.07998000e+06, 2.68862303e-03, 1.97070569e-01, ...,\n 3.20010334e-01, 1.07026864e-02, 4.99678135e-01],\n [1.07999000e+06, 2.68861977e-03, 1.97070464e-01, ...,\n 3.20010185e-01, 1.07026808e-02, 4.99678135e-01]]), 8780769: array([[0.00000000e+00, 5.69066178e-05, 4.14224342e-03, ...,\n 6.63548429e-03, 3.94969305e-04, 2.50000000e-01],\n [1.00000000e+01, 5.69073200e-05, 4.14226297e-03, ...,\n 6.63551502e-03, 3.94971139e-04, 2.50000000e-01],\n [2.00000000e+01, 5.69080221e-05, 4.14228207e-03, ...,\n 6.63554342e-03, 3.94972827e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.61440887e-04, 9.35486704e-03, ...,\n 1.38770454e-02, 8.26014613e-04, 2.50000000e-01],\n [1.07998000e+06, 5.61439665e-04, 9.35486052e-03, ...,\n 1.38770379e-02, 8.26014148e-04, 2.50000000e-01],\n [1.07999000e+06, 5.61438443e-04, 9.35485214e-03, ...,\n 1.38770286e-02, 8.26013624e-04, 2.50000000e-01]]), 8776675: array([[0.00000000e+00, 8.90350863e-02, 3.39965880e-01, ...,\n 5.32726109e-01, 2.64642877e-03, 4.99002814e-01],\n [1.00000000e+01, 8.90352950e-02, 3.39924932e-01, ...,\n 5.32667160e-01, 2.64613586e-03, 4.99002635e-01],\n [2.00000000e+01, 8.90355185e-02, 3.39926004e-01, ...,\n 5.32668650e-01, 2.64614332e-03, 4.99002665e-01],\n ...,\n [1.07997000e+06, 1.51590854e-01, 4.11003619e-01, ...,\n 6.33190989e-01, 3.14550917e-03, 4.98640627e-01],\n [1.07998000e+06, 1.51590466e-01, 4.11003232e-01, ...,\n 6.33190393e-01, 3.14550614e-03, 4.98640656e-01],\n [1.07999000e+06, 1.51590079e-01, 4.11002874e-01, ...,\n 6.33189917e-01, 3.14550381e-03, 4.98640656e-01]]), 8780771: array([[0.00000000e+00, 7.19328025e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.18970055e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.18612264e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776677: array([[0.00000000e+00, 3.39522474e-02, 2.71960795e-01, ...,\n 4.34181899e-01, 2.04609754e-03, 4.99568790e-01],\n [1.00000000e+01, 3.39524187e-02, 2.71969616e-01, ...,\n 4.34195191e-01, 2.04616017e-03, 4.99568790e-01],\n [2.00000000e+01, 3.39525901e-02, 2.71970004e-01, ...,\n 4.34195787e-01, 2.04616296e-03, 4.99568790e-01],\n ...,\n [1.07997000e+06, 4.76937965e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07998000e+06, 4.76938076e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07999000e+06, 4.76938188e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01]]), 8780773: array([[0.00000000e+00, 2.63540959e-03, 7.59615526e-02, ...,\n 1.23119183e-01, 8.92168004e-03, 4.86777782e-01],\n [1.00000000e+01, 2.63541029e-03, 7.59793743e-02, ...,\n 1.23146899e-01, 8.92368797e-03, 4.86736506e-01],\n [2.00000000e+01, 2.63541099e-03, 7.59792179e-02, ...,\n 1.23146676e-01, 8.92367214e-03, 4.86736655e-01],\n ...,\n [1.07997000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07998000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07999000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01]]), 8780775: array([[0.00000000e+00, 1.12211812e-04, 4.95226216e-03, ...,\n 7.90866837e-03, 5.68968942e-04, 2.50000000e-01],\n [1.00000000e+01, 1.12212314e-04, 4.95227100e-03, ...,\n 7.90868234e-03, 5.68969990e-04, 2.50000000e-01],\n [2.00000000e+01, 1.12212816e-04, 4.95227892e-03, ...,\n 7.90869445e-03, 5.68970863e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.24653464e-03, 1.15268314e-02, ...,\n 1.69246756e-02, 1.21760264e-03, 2.50000000e-01],\n [1.07998000e+06, 1.24653138e-03, 1.15268212e-02, ...,\n 1.69246607e-02, 1.21760147e-03, 2.50000000e-01],\n [1.07999000e+06, 1.24652812e-03, 1.15268119e-02, ...,\n 1.69246495e-02, 1.21760077e-03, 2.50000000e-01]]), 8776679: array([[0.00000000e+00, 9.60300788e-02, 2.75256157e-01, ...,\n 4.26907420e-01, 1.01162903e-02, 4.87999856e-01],\n [1.00000000e+01, 9.60301533e-02, 2.75325596e-01, ...,\n 4.27005321e-01, 1.01186102e-02, 4.88003522e-01],\n [2.00000000e+01, 9.60302204e-02, 2.75324345e-01, ...,\n 4.27003562e-01, 1.01185683e-02, 4.88003433e-01],\n ...,\n [1.07997000e+06, 1.42221466e-01, 3.16019326e-01, ...,\n 4.83553499e-01, 1.14586139e-02, 4.84945983e-01],\n [1.07998000e+06, 1.42221212e-01, 3.16019088e-01, ...,\n 4.83553201e-01, 1.14586074e-02, 4.84946012e-01],\n [1.07999000e+06, 1.42220959e-01, 3.16018939e-01, ...,\n 4.83552992e-01, 1.14586018e-02, 4.84946012e-01]]), 8776681: array([[0.00000000e+00, 2.42261719e-02, 2.81416655e-01, ...,\n 4.46797311e-01, 1.35804657e-02, 4.97861356e-01],\n [1.00000000e+01, 2.42261700e-02, 2.81441689e-01, ...,\n 4.46834415e-01, 1.35815935e-02, 4.97861266e-01],\n [2.00000000e+01, 2.42261682e-02, 2.81441271e-01, ...,\n 4.46833789e-01, 1.35815740e-02, 4.97861266e-01],\n ...,\n [1.07997000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07998000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07999000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01]]), 8780777: array([[0.00000000e+00, 1.42532284e-03, 5.51860929e-02, ...,\n 9.02525261e-02, 3.61010106e-03, 4.93875742e-01],\n [1.00000000e+01, 1.42532727e-03, 5.51870391e-02, ...,\n 9.02540237e-02, 3.61016090e-03, 4.93870348e-01],\n [2.00000000e+01, 1.42533181e-03, 5.51871099e-02, ...,\n 9.02541354e-02, 3.61016532e-03, 4.93870348e-01],\n ...,\n [1.07997000e+06, 1.65900569e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07998000e+06, 1.65900551e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07999000e+06, 1.65900532e-02, 1.39594138e-01, ...,\n 2.17059374e-01, 8.68237484e-03, 4.73970890e-01]]), 8776683: array([[0.00000000e+00, 6.76552579e-02, 3.21374029e-01, ...,\n 5.06128073e-01, 3.43603571e-03, 4.98907685e-01],\n [1.00000000e+01, 6.76551163e-02, 3.21415931e-01, ...,\n 5.06189048e-01, 3.43644968e-03, 4.98907804e-01],\n [2.00000000e+01, 6.76549748e-02, 3.21414918e-01, ...,\n 5.06187558e-01, 3.43643967e-03, 4.98907804e-01],\n ...,\n [1.07997000e+06, 4.94777597e-02, 2.86421239e-01, ...,\n 4.54773009e-01, 3.08739301e-03, 4.99091208e-01],\n [1.07998000e+06, 4.94776517e-02, 2.86421001e-01, ...,\n 4.54772681e-01, 3.08739091e-03, 4.99091208e-01],\n [1.07999000e+06, 4.94775437e-02, 2.86420733e-01, ...,\n 4.54772294e-01, 3.08738812e-03, 4.99091208e-01]]), 8780779: array([[0.00000000e+00, 1.63299330e-02, 1.49032846e-01, ...,\n 2.31269851e-01, 8.03020317e-03, 4.80991632e-01],\n [1.00000000e+01, 1.63299292e-02, 1.49117336e-01, ...,\n 2.31388822e-01, 8.03433452e-03, 4.80985582e-01],\n [2.00000000e+01, 1.63299255e-02, 1.49115846e-01, ...,\n 2.31386706e-01, 8.03426094e-03, 4.80985433e-01],\n ...,\n [1.07997000e+06, 5.62256202e-03, 1.00854963e-01, ...,\n 1.61162436e-01, 5.59591828e-03, 4.89865929e-01],\n [1.07998000e+06, 5.62255736e-03, 1.00854941e-01, ...,\n 1.61162406e-01, 5.59591735e-03, 4.89865929e-01],\n [1.07999000e+06, 5.62255271e-03, 1.00854903e-01, ...,\n 1.61162347e-01, 5.59591502e-03, 4.89865929e-01]]), 8776685: array([[0.00000000e+00, 1.23811767e-01, 3.61846536e-01, ...,\n 5.67870319e-01, 1.61326807e-02, 4.93736207e-01],\n [1.00000000e+01, 1.23812392e-01, 3.61798286e-01, ...,\n 5.67800522e-01, 1.61306970e-02, 4.93734866e-01],\n [2.00000000e+01, 1.23813003e-01, 3.61799866e-01, ...,\n 5.67802787e-01, 1.61307622e-02, 4.93734866e-01],\n ...,\n [1.07997000e+06, 2.11799487e-01, 4.38417971e-01, ...,\n 6.76569402e-01, 1.92207228e-02, 4.91441220e-01],\n [1.07998000e+06, 2.11799040e-01, 4.38417673e-01, ...,\n 6.76568806e-01, 1.92207061e-02, 4.91441220e-01],\n [1.07999000e+06, 2.11798579e-01, 4.38417286e-01, ...,\n 6.76568389e-01, 1.92206930e-02, 4.91441250e-01]]), 8780781: array([[0.00000000e+00, 1.42469726e-04, 5.76953683e-03, ...,\n 9.04330611e-03, 7.01031473e-04, 2.50000000e-01],\n [1.00000000e+01, 1.42471399e-04, 5.76956151e-03, ...,\n 9.04334243e-03, 7.01034267e-04, 2.50000000e-01],\n [2.00000000e+01, 1.42473058e-04, 5.76958619e-03, ...,\n 9.04337876e-03, 7.01037119e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.67212379e-03, 1.60490423e-02, ...,\n 1.04071451e-02, 8.06755445e-04, 2.50000000e-01],\n [1.07998000e+06, 1.67211134e-03, 1.30928261e-02, ...,\n 1.85637288e-02, 1.43904879e-03, 2.50000000e-01],\n [1.07999000e+06, 1.67210447e-03, 1.60489995e-02, ...,\n 1.04071004e-02, 8.06751952e-04, 2.50000000e-01]]), 8776687: array([[0.00000000e+00, 7.20582187e-01, 4.65331674e-01, ...,\n 7.04473972e-01, 2.55800295e-03, 4.95258659e-01],\n [1.00000000e+01, 7.20581353e-01, 4.65335369e-01, ...,\n 7.04478920e-01, 2.55802087e-03, 4.95256245e-01],\n [2.00000000e+01, 7.20580518e-01, 4.65335220e-01, ...,\n 7.04478741e-01, 2.55802018e-03, 4.95256275e-01],\n ...,\n [1.07997000e+06, 6.31760299e-01, 4.44917798e-01, ...,\n 6.76849544e-01, 2.45769625e-03, 4.95593786e-01],\n [1.07998000e+06, 6.31756127e-01, 4.44916844e-01, ...,\n 6.76848233e-01, 2.45769159e-03, 4.95593786e-01],\n [1.07999000e+06, 6.31751955e-01, 4.44915712e-01, ...,\n 6.76846802e-01, 2.45768623e-03, 4.95593816e-01]]), 8780783: array([[0.00000000e+00, 2.12782161e-05, 2.87196110e-03, ...,\n 4.67233639e-03, 3.13579629e-04, 2.50000000e-01],\n [1.00000000e+01, 2.12782343e-05, 2.87196226e-03, ...,\n 4.67233872e-03, 3.13579774e-04, 2.50000000e-01],\n [2.00000000e+01, 2.12782525e-05, 2.87196296e-03, ...,\n 4.67233919e-03, 3.13579803e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.96564346e-04, 6.61631394e-03, ...,\n 1.02002490e-02, 6.84580475e-04, 2.50000000e-01],\n [1.07998000e+06, 1.96564200e-04, 6.61631254e-03, ...,\n 1.02002472e-02, 6.84580358e-04, 2.50000000e-01],\n [1.07999000e+06, 1.96564055e-04, 6.61631022e-03, ...,\n 1.02002444e-02, 6.84580125e-04, 2.50000000e-01]]), 8780785: array([[0.00000000e+00, 6.81890442e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.81531037e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.81171811e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776689: array([[0.00000000e+00, 4.72918786e-02, 2.77276397e-01, ...,\n 4.41836894e-01, 2.37930473e-03, 4.99319524e-01],\n [1.00000000e+01, 4.72919829e-02, 2.77313411e-01, ...,\n 4.41892236e-01, 2.37960275e-03, 4.99319524e-01],\n [2.00000000e+01, 4.72920872e-02, 2.77313024e-01, ...,\n 4.41891640e-01, 2.37959949e-03, 4.99319524e-01],\n ...,\n [1.07997000e+06, 8.79145786e-02, 3.48438084e-01, ...,\n 5.46318233e-01, 2.94193975e-03, 4.99020725e-01],\n [1.07998000e+06, 8.79143924e-02, 3.48437816e-01, ...,\n 5.46317995e-01, 2.94193858e-03, 4.99020725e-01],\n [1.07999000e+06, 8.79142061e-02, 3.48437607e-01, ...,\n 5.46317577e-01, 2.94193625e-03, 4.99020755e-01]]), 8780787: array([[0.00000000e+00, 2.77194194e-02, 2.40590423e-01, ...,\n 3.83116901e-01, 1.87802408e-02, 4.94247049e-01],\n [1.00000000e+01, 2.77194194e-02, 2.40564555e-01, ...,\n 3.83078277e-01, 1.87783465e-02, 4.94246960e-01],\n [2.00000000e+01, 2.77194194e-02, 2.40564972e-01, ...,\n 3.83078903e-01, 1.87783781e-02, 4.94246960e-01],\n ...,\n [1.07997000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01],\n [1.07998000e+06, 3.16003002e-02, 2.52586305e-01, ...,\n 4.00955617e-01, 1.96546875e-02, 4.93785053e-01],\n [1.07999000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01]]), 8778739: array([[0.00000000e+00, 9.64232095e-05, 5.35252271e-03, ...,\n 8.35426431e-03, 9.38681420e-04, 2.50000000e-01],\n [1.00000000e+01, 9.64240680e-05, 5.35253994e-03, ...,\n 8.35428759e-03, 9.38684039e-04, 2.50000000e-01],\n [2.00000000e+01, 9.64249266e-05, 5.35255717e-03, ...,\n 8.35431460e-03, 9.38687066e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.83632209e-05, 4.45171958e-03, ...,\n 7.05152517e-03, 7.92306208e-04, 2.50000000e-01],\n [1.07998000e+06, 5.83628062e-05, 4.45170794e-03, ...,\n 7.05150887e-03, 7.92304403e-04, 2.50000000e-01],\n [1.07999000e+06, 5.83623914e-05, 4.45169583e-03, ...,\n 7.05149071e-03, 7.92302366e-04, 2.50000000e-01]]), 8776691: array([[0.00000000e+00, 7.26904571e-01, 6.17504954e-01, ...,\n 9.49855983e-01, 5.68776019e-02, 4.73474979e-01],\n [1.00000000e+01, 7.26905763e-01, 6.17403865e-01, ...,\n 9.49715734e-01, 5.68692051e-02, 4.73464310e-01],\n [2.00000000e+01, 7.26906836e-01, 6.17406309e-01, ...,\n 9.49719012e-01, 5.68693988e-02, 4.73464489e-01],\n ...,\n [1.07997000e+06, 6.54203475e-01, 5.94989479e-01, ...,\n 9.18502510e-01, 5.50001487e-02, 4.75019276e-01],\n [1.07998000e+06, 6.54199183e-01, 5.94988108e-01, ...,\n 9.18500483e-01, 5.50000258e-02, 4.75019366e-01],\n [1.07999000e+06, 6.54194891e-01, 5.94986737e-01, ...,\n 9.18498576e-01, 5.49999140e-02, 4.75019455e-01]]), 8776693: array([[0.00000000e+00, 5.98379830e-03, 1.48919106e-01, ...,\n 2.37804025e-01, 1.44123659e-02, 4.94040698e-01],\n [1.00000000e+01, 5.98380063e-03, 1.48942351e-01, ...,\n 2.37838909e-01, 1.44144800e-02, 4.94038016e-01],\n [2.00000000e+01, 5.98380296e-03, 1.48942098e-01, ...,\n 2.37838507e-01, 1.44144557e-02, 4.94038045e-01],\n ...,\n [1.07997000e+06, 9.04698763e-03, 1.73740193e-01, ...,\n 2.74630100e-01, 1.66442487e-02, 4.92384821e-01],\n [1.07998000e+06, 9.04698297e-03, 1.73740163e-01, ...,\n 2.74630070e-01, 1.66442469e-02, 4.92384821e-01],\n [1.07999000e+06, 9.04697925e-03, 1.73740163e-01, ...,\n 2.74630040e-01, 1.66442450e-02, 4.92384821e-01]]), 8776695: array([[0.00000000e+00, 6.81043193e-02, 2.70861149e-01, ...,\n 4.25238162e-01, 2.89277663e-03, 4.98022914e-01],\n [1.00000000e+01, 6.81044236e-02, 2.70826399e-01, ...,\n 4.25187945e-01, 2.89243483e-03, 4.98022586e-01],\n [2.00000000e+01, 6.81045204e-02, 2.70827174e-01, ...,\n 4.25189078e-01, 2.89244275e-03, 4.98022586e-01],\n ...,\n [1.07997000e+06, 6.93864971e-02, 2.72668540e-01, ...,\n 4.27850008e-01, 2.91054416e-03, 4.98000890e-01],\n [1.07998000e+06, 6.93863183e-02, 2.72668242e-01, ...,\n 4.27849561e-01, 2.91054114e-03, 4.98000890e-01],\n [1.07999000e+06, 6.93861395e-02, 2.72668034e-01, ...,\n 4.27849263e-01, 2.91053904e-03, 4.98000890e-01]]), 8778735: array([[0.00000000e+00, 6.12153053e-06, 1.75474631e-03, ...,\n 2.88383663e-03, 1.67664926e-04, 2.50000000e-01],\n [1.00000000e+01, 6.12154872e-06, 1.75475457e-03, ...,\n 2.88384990e-03, 1.67665698e-04, 2.50000000e-01],\n [2.00000000e+01, 6.12156691e-06, 1.75475783e-03, ...,\n 2.88385479e-03, 1.67665974e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.00137899e-04, 5.54593280e-03, ...,\n 8.59280024e-03, 4.99581394e-04, 2.50000000e-01],\n [1.07998000e+06, 1.00137644e-04, 5.54592814e-03, ...,\n 8.59279279e-03, 4.99580987e-04, 2.50000000e-01],\n [1.07999000e+06, 1.00137389e-04, 5.54592302e-03, ...,\n 8.59278534e-03, 4.99580579e-04, 2.50000000e-01]]), 8776697: array([[0.00000000e+00, 4.12192848e-03, 2.35118285e-01, ...,\n 3.79404813e-01, 1.51157305e-02, 4.99536991e-01],\n [1.00000000e+01, 4.12189728e-03, 2.35118821e-01, ...,\n 3.79405618e-01, 1.51157621e-02, 4.99536961e-01],\n [2.00000000e+01, 4.12186608e-03, 2.35118151e-01, ...,\n 3.79404575e-01, 1.51157202e-02, 4.99536961e-01],\n ...,\n [1.07997000e+06, 3.16806650e-03, 2.12367818e-01, ...,\n 3.44203651e-01, 1.37132937e-02, 4.99603420e-01],\n [1.07998000e+06, 3.16806370e-03, 2.12367728e-01, ...,\n 3.44203532e-01, 1.37132881e-02, 4.99603420e-01],\n [1.07999000e+06, 3.16806044e-03, 2.12367639e-01, ...,\n 3.44203353e-01, 1.37132816e-02, 4.99603420e-01]]), 8778747: array([[0.00000000e+00, 7.94712105e-04, 8.90024006e-03, ...,\n 1.38273071e-02, 5.83430694e-04, 2.50000000e-01],\n [1.00000000e+01, 7.94718624e-04, 8.90026800e-03, ...,\n 1.38273453e-02, 5.83432324e-04, 2.50000000e-01],\n [2.00000000e+01, 7.94725143e-04, 8.90029408e-03, ...,\n 1.38273817e-02, 5.83433837e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.06518660e-03, 2.28557810e-02, ...,\n 1.53365918e-02, 6.47113600e-04, 2.50000000e-01],\n [1.07998000e+06, 9.06507950e-03, 2.28557382e-02, ...,\n 1.53365359e-02, 6.47111272e-04, 2.50000000e-01],\n [1.07999000e+06, 9.06497240e-03, 2.28557009e-02, ...,\n 1.53364828e-02, 6.47109002e-04, 2.50000000e-01]]), 8776701: array([[0.00000000e+00, 2.98062060e-02, 2.12754324e-01, ...,\n 3.33086818e-01, 4.69136387e-02, 4.59901154e-01],\n [1.00000000e+01, 2.98057590e-02, 2.12722793e-01, ...,\n 3.33041549e-01, 4.69072610e-02, 4.59895879e-01],\n [2.00000000e+01, 2.98053343e-02, 2.12722227e-01, ...,\n 3.33040744e-01, 4.69071493e-02, 4.59896296e-01],\n ...,\n [1.07997000e+06, 2.10699830e-02, 1.87408924e-01, ...,\n 2.96289831e-01, 4.17309627e-02, 4.67300296e-01],\n [1.07998000e+06, 2.10699253e-02, 1.87408745e-01, ...,\n 2.96289563e-01, 4.17309254e-02, 4.67300355e-01],\n [1.07999000e+06, 2.10698675e-02, 1.87408581e-01, ...,\n 2.96289355e-01, 4.17308956e-02, 4.67300415e-01]]), 8776703: array([[0.00000000e+00, 1.96179479e-01, 3.51043463e-01, ...,\n 5.38519084e-01, 5.97690418e-03, 4.93292034e-01],\n [1.00000000e+01, 1.96179733e-01, 3.50998729e-01, ...,\n 5.38457453e-01, 5.97622013e-03, 4.93290156e-01],\n [2.00000000e+01, 1.96180001e-01, 3.50999773e-01, ...,\n 5.38458943e-01, 5.97623689e-03, 4.93290186e-01],\n ...,\n [1.07997000e+06, 2.09018514e-01, 3.58814120e-01, ...,\n 5.49209177e-01, 6.09555095e-03, 4.93041515e-01],\n [1.07998000e+06, 2.09017962e-01, 3.58813822e-01, ...,\n 5.49208701e-01, 6.09554583e-03, 4.93041515e-01],\n [1.07999000e+06, 2.09017396e-01, 3.58813524e-01, ...,\n 5.49208224e-01, 6.09554071e-03, 4.93041545e-01]])}]'. Reason: 'MemoryError()'" + ] + } + ], + "source": [ + "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\",\"florence_933020089_dt10.yaml\"]\n", + "df_indexed_300 = pd.DataFrame()\n", + "df_indexed_60 = pd.DataFrame()\n", + "df_indexed_10 = pd.DataFrame()\n", + "single_seg_length_300 = 0\n", + "single_seg_length_60 = 0\n", + "single_seg_length_10 = 0\n", + "for c_i in custom_input_file_list:\n", + " custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", + " custom_input_file = c_i\n", + " all_results = tr.route_supernetwork(\n", + " tr.connections_g,\n", + " tr.networks_g,\n", + " tr.qlateral_g,\n", + " tr.waterbodies_df_g,\n", + " tr.waterbody_initial_states_df_g,\n", + " tr.channel_initial_states_df_g,\n", + " custom_input_file=custom_input_folder.joinpath(custom_input_file),\n", + " )\n", + " all_results = {}\n", + " seg_courant_maxes = []\n", + " time = []\n", + " flowval = [] # flowval\n", + " velval_list = [] # velval\n", + " depthval = [] # depthval\n", + " qlatval = [] # qlatval\n", + " storageval = [] # storageval\n", + " qlatCumval = [] # qlatCumval\n", + " kinCelerity = [] # ck\n", + " courant = [] # cn\n", + " X = [] # X\n", + "\n", + " for result in results:\n", + " all_results.update(result)\n", + "\n", + " # print(all_results[8780801][1][0])\n", + "\n", + " df = pd.DataFrame()\n", + " # print(all_results)\n", + "\n", + " for key, data in all_results.items():\n", + " time.extend(data[:, 0]) # time\n", + " flowval.extend(data[:, 1]) # flowval\n", + " velval_list.extend(data[:, 2]) # velval\n", + " depthval.extend(data[:, 3]) # depthval\n", + " qlatval.extend(data[:, 4]) # qlatval\n", + " storageval.extend(data[:, 5]) # storageval\n", + " qlatCumval.extend(data[:, 6]) # qlatCumval\n", + " kinCelerity.extend(data[:, 7]) # ck\n", + " courant.extend(data[:, 8]) # cn\n", + " X.extend(data[:, 9]) # X\n", + "\n", + " single_seg_length = len(all_results[933020089][:, 0])\n", + " \n", + " if c_i == \"florence_933020089_dt300.yaml\":\n", + " single_seg_length_300 = single_seg_length\n", + " elif c_i == \"florence_933020089_dt60.yaml\":\n", + " single_seg_length_60 = single_seg_length\n", + " else:\n", + " single_seg_length_10 = single_seg_length\n", + "\n", + " # single_seg_length * 611\n", + "\n", + " key_index = all_results.keys()\n", + " key_index = list(\n", + " itertools.chain.from_iterable(\n", + " itertools.repeat(x, single_seg_length) for x in key_index\n", + " )\n", + " )\n", + " data = {\n", + " \"key_index\": list(key_index),\n", + " \"time\": list(time),\n", + " \"flowval\": list(flowval),\n", + " \"velval_list\": list(velval_list),\n", + " \"depthval\": list(depthval),\n", + " \"qlatval\": list(qlatval),\n", + " \"storageval\": list(storageval),\n", + " \"qlatCumval\": list(qlatCumval),\n", + " \"kinCelerity\": list(kinCelerity),\n", + " \"courant\": list(courant),\n", + " \"X\": list(X),\n", + " }\n", + " df = pd.DataFrame(data)\n", + " df = df.set_index(\"key_index\")\n", + " df = df.reset_index()\n", + " df = df.set_index(\"key_index\")\n", + "\n", + "\n", + " seg_list = []\n", + " seg_courant_maxes = []\n", + " for seg in all_results:\n", + " seg_list.append(seg)\n", + " seg_courant_maxes.append(max(all_results[seg][:, tr.courant_index]))\n", + " zipped = zip(seg_list, seg_courant_maxes)\n", + " zipped = list(zipped)\n", + " res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", + " # A.sort(reverse=True)\n", + " res = (res)[:3]\n", + " # print((res)[:25])\n", + "\n", + " major_segments = []\n", + " for x, y in res[:3]:\n", + " major_segments.append(x)\n", + " # major_segments\n", + "\n", + " df_filtered = df.loc[df.index.isin(major_segments), :]\n", + "\n", + " if c_i == \"florence_933020089_dt300.yaml\":\n", + " df_indexed_300 = df_filtered.reset_index()\n", + " elif c_i == \"florence_933020089_dt60.yaml\":\n", + " df_indexed_60 = df_filtered.reset_index()\n", + " else:\n", + " df_indexed_10 = df_filtered.reset_index()\n", + "\n", + "test_chart = go.FigureWidget()\n", + "for x in range(0, 3):\n", + " temp_df_range_1 = single_seg_length_300 * (x)\n", + " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", + "# print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " )\n", + " temp_df_range_1 = single_seg_length_60 * (x)\n", + " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", + "# print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " )\n", + " temp_df_range_1 = single_seg_length_10 * (x)\n", + " temp_df_range_2 = single_seg_length_10 * (x + 1)\n", + "# print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " )\n", + "\n", + "test_chart.layout.title = \"Timestep Chart 300, 60, 10\"\n", + "plot(test_chart)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_indexed_300 \n", + "# df_indexed_60 \n", + "# df_indexed_10 \n", + "single_seg_length_300\n", + "# single_seg_length_60 \n", + "# single_seg_length_10 " + ] + }, { "cell_type": "code", "execution_count": null, @@ -877,7 +2166,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "" + "version": "3.6.8" } }, "nbformat": 4, From 510c04899453ab2c8254a889e1a28471fb187380 Mon Sep 17 00:00:00 2001 From: James Halgren Date: Mon, 2 Nov 2020 16:43:11 -0600 Subject: [PATCH 07/17] drop nc output, reduce sizes, move garbage collection --- .../compute_nhd_routing_SingleSeg.py | 18 +++++++++--------- test/input/yaml/CustomInput.yaml | 3 ++- test/input/yaml/florence_933020089_dt10.yaml | 3 +-- test/input/yaml/florence_933020089_dt300.yaml | 3 +-- test/input/yaml/florence_933020089_dt60.yaml | 3 +-- 5 files changed, 14 insertions(+), 16 deletions(-) diff --git a/src/python_routing_v01/compute_nhd_routing_SingleSeg.py b/src/python_routing_v01/compute_nhd_routing_SingleSeg.py index 00906f5ff..00660a949 100644 --- a/src/python_routing_v01/compute_nhd_routing_SingleSeg.py +++ b/src/python_routing_v01/compute_nhd_routing_SingleSeg.py @@ -1651,6 +1651,15 @@ def route_supernetwork( print("... in %s seconds." % (time.time() - start_time)) start_time = time.time() + compute_network_func = compute_network + + connections_g = connections + networks_g = networks + qlateral_g = qlateral + waterbodies_df_g = waterbodies_df + waterbody_initial_states_df_g = waterbody_initial_states_df + channel_initial_states_df_g = channel_initial_states_df + # Define the pool after we create the static global objects (and collect the garbage) if parallel_compute: import gc @@ -1668,15 +1677,6 @@ def route_supernetwork( if verbose: print(f"executing routing computation ...") - compute_network_func = compute_network - - connections_g = connections - networks_g = networks - qlateral_g = qlateral - waterbodies_df_g = waterbodies_df - waterbody_initial_states_df_g = waterbody_initial_states_df - channel_initial_states_df_g = channel_initial_states_df - progress_count = 0 if percentage_complete: for nsq in range(max_network_seqorder, -1, -1): diff --git a/test/input/yaml/CustomInput.yaml b/test/input/yaml/CustomInput.yaml index 3da863d76..c9dde9511 100644 --- a/test/input/yaml/CustomInput.yaml +++ b/test/input/yaml/CustomInput.yaml @@ -82,7 +82,8 @@ waterbody_parameters: #WRF-Hydro output file forcing_parameters: qlat_input_folder: "../../test/input/geo/NWM_2.1_Sample_Datasets/Pocono_TEST1/example_CHRTOUT/" - qlat_file_pattern_filter: "/*.CHRTOUT_DOMAIN1" + qlat_file_pattern_filter: + - "/*.CHRTOUT_DOMAIN1" qlat_file_index_col: feature_id qlat_file_value_col: q_lateral #WRF-Hydro restart files diff --git a/test/input/yaml/florence_933020089_dt10.yaml b/test/input/yaml/florence_933020089_dt10.yaml index d88d4f30c..eb04bd067 100644 --- a/test/input/yaml/florence_933020089_dt10.yaml +++ b/test/input/yaml/florence_933020089_dt10.yaml @@ -8,7 +8,7 @@ run_parameters: assume_short_ts: true qts_subdivisions: 360 dt: 10 - nts: 108000 + nts: 60480 #qts, dt, and nts relationship. #qts 12*n #dt 300/n @@ -19,7 +19,6 @@ output_parameters: csv_output_folder: "../../test/output/text" csv_output_segments: - 933020089 - nc_output_folder: "../../test/output/text" supernetwork_parameters: title_string: Hurricante Florence cutout geo_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" diff --git a/test/input/yaml/florence_933020089_dt300.yaml b/test/input/yaml/florence_933020089_dt300.yaml index a5b034512..9c4a9b947 100644 --- a/test/input/yaml/florence_933020089_dt300.yaml +++ b/test/input/yaml/florence_933020089_dt300.yaml @@ -8,7 +8,7 @@ run_parameters: assume_short_ts: true qts_subdivisions: 12 dt: 300 - nts: 3600 + nts: 2016 #qts, dt, and nts relationship. #qts 12*n #dt 300/n @@ -19,7 +19,6 @@ output_parameters: csv_output_folder: "../../test/output/text" csv_output_segments: - 933020089 - nc_output_folder: "../../test/output/text" supernetwork_parameters: title_string: Hurricante Florence cutout geo_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" diff --git a/test/input/yaml/florence_933020089_dt60.yaml b/test/input/yaml/florence_933020089_dt60.yaml index 2c0f1f14d..20efb3da1 100644 --- a/test/input/yaml/florence_933020089_dt60.yaml +++ b/test/input/yaml/florence_933020089_dt60.yaml @@ -8,7 +8,7 @@ run_parameters: assume_short_ts: true qts_subdivisions: 60 dt: 60 - nts: 18000 + nts: 10080 #qts, dt, and nts relationship. #qts 12*n #dt 300/n @@ -19,7 +19,6 @@ output_parameters: csv_output_folder: "../../test/output/text" csv_output_segments: - 933020089 - nc_output_folder: "../../test/output/text" supernetwork_parameters: title_string: Hurricante Florence cutout geo_file_path: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" From f829823bec84b8990687c50ecfaddfde6b7f814c Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Wed, 4 Nov 2020 08:48:40 -0600 Subject: [PATCH 08/17] minor changes --- src/python_routing_v01/Florence_Test.ipynb | 660 +++++++++------------ 1 file changed, 272 insertions(+), 388 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index ec3156845..59be82192 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -44,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -138,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -161,7 +161,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -171,7 +171,7 @@ "begin program t-route ...\n", "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 0.03804945945739746 seconds.\n" + "... in 0.039980411529541016 seconds.\n" ] } ], @@ -220,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -229,7 +229,7 @@ "text": [ "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.00785064697265625 seconds.\n" + "... in 0.004998445510864258 seconds.\n" ] } ], @@ -256,7 +256,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -265,13 +265,13 @@ "text": [ "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.016865968704223633 seconds.\n", + "... in 0.018932104110717773 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 3.814697265625e-05 seconds.\n", + "... in 3.838539123535156e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.024623632431030273 seconds.\n" + "... in 0.019091367721557617 seconds.\n" ] } ], @@ -374,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -383,7 +383,7 @@ "text": [ "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.022619962692260742 seconds.\n" + "... in 0.020688295364379883 seconds.\n" ] } ], @@ -427,7 +427,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -436,7 +436,7 @@ "text": [ "creating qlateral array ...\n", "qlateral array complete\n", - "... in 5.6328535079956055 seconds.\n" + "... in 5.834100008010864 seconds.\n" ] } ], @@ -480,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -503,32 +503,14 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "writing netcdf output to --> ../../test/output/text/8777253.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777247.nc\n", - "writing netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777191.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777239.nc\n", - "writing netcdf output to --> ../../test/output/text/8777285.nc\n", - "writing netcdf output to --> ../../test/output/text/8778365.nc\n", - "writing netcdf output to --> ../../test/output/text/8777207.nc\n", - "writing netcdf output to --> ../../test/output/text/8777187.nc\n", - "writing netcdf output to --> ../../test/output/text/8777241.nc\n", - "writing netcdf output to --> ../../test/output/text/8777141.nc\n", - "writing netcdf output to --> ../../test/output/text/8777225.nc\n", - "writing netcdf output to --> ../../test/output/text/8777125.nc\n", - "writing netcdf output to --> ../../test/output/text/8778363.nc\n", - "writing netcdf output to --> ../../test/output/text/8778465.nc\n", - "writing netcdf output to --> ../../test/output/text/8778503.nc\n", - "writing segment output to --> ../../test/output/text/933020089.csv\n", - "writing netcdf output to --> ../../test/output/text/933020089.nc\n" + "writing segment output to --> ../../test/output/text/933020089.csv\n" ] } ], @@ -547,14 +529,15 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 0/1108 [00:16\n", " \n", " 8778465\n", - " 1079700.0\n", - " 0.000033\n", + " 604500.0\n", + " 0.000036\n", " 0.000000\n", " 0.000000\n", - " 0.133463\n", - " 8.546982e+06\n", - " 1.440267e+06\n", + " 0.149393\n", + " 8.123872e+06\n", + " 1.368457e+06\n", " 0.000000\n", " 0.000000\n", " 0.000000\n", " \n", " \n", " 8778465\n", - " 1079760.0\n", - " 0.000033\n", + " 604560.0\n", + " 0.000036\n", " 0.000000\n", " 0.000000\n", - " 0.133463\n", - " 8.547031e+06\n", - " 1.440275e+06\n", + " 0.149393\n", + " 8.123924e+06\n", + " 1.368466e+06\n", 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10998000 rows × 10 columns

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"execution_count": 33, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -1205,7 +1191,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1214,7 +1200,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -1247,7 +1233,7 @@ " 8778947]" ] }, - "execution_count": 35, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -1261,7 +1247,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -1270,7 +1256,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1326,7 +1312,7 @@ " 0.004696\n", " 0.206769\n", " 0.011542\n", - " 3.463928e-05\n", + " 0.000035\n", " 0.000002\n", " 0.002078\n", " 0.341748\n", @@ -1339,7 +1325,7 @@ " 0.004698\n", " 0.206816\n", " 0.011546\n", - " 3.463928e-05\n", + " 0.000035\n", " 0.000003\n", " 0.004157\n", " 0.341824\n", @@ -1352,7 +1338,7 @@ " 0.004700\n", " 0.206857\n", " 0.011549\n", - " 3.463928e-05\n", + " 0.000035\n", " 0.000003\n", " 0.006235\n", " 0.341891\n", @@ -1365,7 +1351,7 @@ " 0.004703\n", " 0.206897\n", " 0.011552\n", - " 3.463928e-05\n", + " 0.000035\n", " 0.000004\n", " 0.008313\n", " 0.341956\n", @@ -1378,7 +1364,7 @@ " 0.004705\n", " 0.206935\n", " 0.011556\n", - " 3.463928e-05\n", + " 0.000035\n", " 0.000004\n", " 0.010392\n", " 0.342019\n", @@ -1400,107 +1386,107 @@ " \n", " \n", " 8780751\n", - " 1079700.0\n", - " 0.006394\n", - " 0.119810\n", - " 0.024856\n", - " 6.069202e-07\n", - " -15.666612\n", - " 45.220530\n", - " 0.196448\n", - " 0.129526\n", - " 0.494083\n", + " 604500.0\n", + " 0.008624\n", + " 0.134758\n", + " 0.029789\n", + " 0.000000\n", + " -15.222323\n", + " 45.049644\n", + " 0.220286\n", + " 0.145244\n", + " 0.492948\n", " \n", " \n", " 8780751\n", - " 1079760.0\n", - " 0.006394\n", - " 0.119809\n", - " 0.024855\n", - " 6.069202e-07\n", - " -15.666626\n", - " 45.220566\n", - " 0.196447\n", - " 0.129526\n", - " 0.494083\n", + " 604560.0\n", + " 0.008624\n", + " 0.134757\n", + " 0.029788\n", + " 0.000000\n", + " -15.222370\n", + " 45.049644\n", + " 0.220284\n", + " 0.145242\n", + " 0.492948\n", " \n", " \n", " 8780751\n", - 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\n", "" ], "text/plain": [ - " time flowval velval_list depthval qlatval \\\n", - "key_index \n", - "8777735 0.0 0.004696 0.206769 0.011542 3.463928e-05 \n", - "8777735 60.0 0.004698 0.206816 0.011546 3.463928e-05 \n", - "8777735 120.0 0.004700 0.206857 0.011549 3.463928e-05 \n", - "8777735 180.0 0.004703 0.206897 0.011552 3.463928e-05 \n", - "8777735 240.0 0.004705 0.206935 0.011556 3.463928e-05 \n", - "... ... ... ... ... ... \n", - "8780751 1079700.0 0.006394 0.119810 0.024856 6.069202e-07 \n", - "8780751 1079760.0 0.006394 0.119809 0.024855 6.069202e-07 \n", - "8780751 1079820.0 0.006394 0.119809 0.024855 6.069202e-07 \n", - "8780751 1079880.0 0.006394 0.119808 0.024855 6.069202e-07 \n", - "8780751 1079940.0 0.006394 0.119808 0.024855 6.069202e-07 \n", + " time flowval velval_list depthval qlatval storageval \\\n", + "key_index \n", + "8777735 0.0 0.004696 0.206769 0.011542 0.000035 0.000002 \n", + "8777735 60.0 0.004698 0.206816 0.011546 0.000035 0.000003 \n", + "8777735 120.0 0.004700 0.206857 0.011549 0.000035 0.000003 \n", + "8777735 180.0 0.004703 0.206897 0.011552 0.000035 0.000004 \n", + "8777735 240.0 0.004705 0.206935 0.011556 0.000035 0.000004 \n", + "... ... ... ... ... ... ... \n", + "8780751 604500.0 0.008624 0.134758 0.029789 0.000000 -15.222323 \n", + "8780751 604560.0 0.008624 0.134757 0.029788 0.000000 -15.222370 \n", + "8780751 604620.0 0.008623 0.134755 0.029788 0.000000 -15.222416 \n", + "8780751 604680.0 0.008623 0.134754 0.029787 0.000000 -15.222463 \n", + "8780751 604740.0 0.008623 0.134752 0.029786 0.000000 -15.222510 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "key_index \n", - "8777735 0.000002 0.002078 0.341748 1.864082 0.497108 \n", - "8777735 0.000003 0.004157 0.341824 1.864496 0.497108 \n", - "8777735 0.000003 0.006235 0.341891 1.864862 0.497107 \n", - "8777735 0.000004 0.008313 0.341956 1.865216 0.497106 \n", - "8777735 0.000004 0.010392 0.342019 1.865557 0.497106 \n", - "... ... ... ... ... ... \n", - "8780751 -15.666612 45.220530 0.196448 0.129526 0.494083 \n", - "8780751 -15.666626 45.220566 0.196447 0.129526 0.494083 \n", - "8780751 -15.666641 45.220603 0.196447 0.129525 0.494083 \n", - "8780751 -15.666656 45.220639 0.196446 0.129525 0.494083 \n", - "8780751 -15.666671 45.220675 0.196445 0.129524 0.494083 \n", + " qlatCumval kinCelerity courant X \n", + "key_index \n", + "8777735 0.002078 0.341748 1.864082 0.497108 \n", + "8777735 0.004157 0.341824 1.864496 0.497108 \n", + "8777735 0.006235 0.341891 1.864862 0.497107 \n", + "8777735 0.008313 0.341956 1.865216 0.497106 \n", + "8777735 0.010392 0.342019 1.865557 0.497106 \n", + "... ... ... ... ... \n", + "8780751 45.049644 0.220286 0.145244 0.492948 \n", + "8780751 45.049644 0.220284 0.145242 0.492948 \n", + "8780751 45.049644 0.220281 0.145240 0.492948 \n", + "8780751 45.049644 0.220279 0.145239 0.492949 \n", + "8780751 45.049644 0.220276 0.145237 0.492949 \n", "\n", - "[450000 rows x 10 columns]" + "[252000 rows x 10 columns]" ] }, - "execution_count": 37, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -1512,7 +1498,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -1589,7 +1575,7 @@ "933020027 0.0 4.227305 25.363832 0.40232 " ] }, - "execution_count": 38, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -1600,7 +1586,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -1609,38 +1595,38 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "0 18000\n", - "18000 36000\n", - "36000 54000\n", - "54000 72000\n", - "72000 90000\n", - "90000 108000\n", - "108000 126000\n", - "126000 144000\n", - "144000 162000\n", - "162000 180000\n", - "180000 198000\n", - 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"... in 1.167722463607788 seconds.\n", + "... in 0.7866103649139404 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.004033327102661133 seconds.\n", + "... in 0.004475593566894531 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.015859127044677734 seconds.\n", + "... in 0.015440702438354492 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 2.4080276489257812e-05 seconds.\n", + "... in 0.00012683868408203125 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.017831802368164062 seconds.\n", + "... in 0.018262147903442383 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.020986080169677734 seconds.\n", + "... in 0.019921064376831055 seconds.\n", "creating qlateral array ...\n", "qlateral array complete\n", - "... in 5.715785503387451 seconds.\n", - "writing netcdf output to --> ../../test/output/text/8777229.ncwriting netcdf output to --> ../../test/output/text/8777173.nc\n", - "writing netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777253.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777191.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777239.nc\n", - "writing netcdf output to --> ../../test/output/text/8777285.nc\n", - "writing netcdf output to --> ../../test/output/text/8778365.nc\n", + "... in 5.826689958572388 seconds.\n", "executing routing computation ...\n", "routing ordered reaches for networks of order 2 ... \n", - "writing netcdf output to --> ../../test/output/text/8777207.nc\n", - "writing netcdf output to --> ../../test/output/text/8777187.nc\n", - "writing netcdf output to --> ../../test/output/text/8777141.nc\n", - "writing netcdf output to --> ../../test/output/text/8777225.nc\n", - "writing netcdf output to --> ../../test/output/text/8777241.nc\n", - "writing netcdf output to --> ../../test/output/text/8777125.nc\n", - "writing netcdf output to --> ../../test/output/text/8778363.nc\n", - "... complete in 14.340076684951782 seconds.\n", + "... complete in 6.935623645782471 seconds.\n", "max_courant: [27.53112221]\n", "routing ordered reaches for networks of order 1 ... \n", - "writing netcdf output to --> ../../test/output/text/8778465.nc\n", - "writing netcdf output to --> ../../test/output/text/8778503.nc\n", - "... complete in 19.28351926803589 seconds.\n", + "... complete in 9.475980758666992 seconds.\n", "max_courant: [0.]\n", "routing ordered reaches for networks of order 0 ... \n", "writing segment output to --> ../../test/output/text/933020089.csv\n", - "writing netcdf output to --> ../../test/output/text/933020089.nc\n", - "... complete in 40.25532531738281 seconds.\n", + "... complete in 19.156185626983643 seconds.\n", "max_courant: [126.81378174]\n", "ordered reach computation complete\n", - "... in 39.549009561538696 seconds.\n", + "... in 18.554224014282227 seconds.\n", "program complete\n", - "... in 48.23007035255432 seconds.\n" + "... in 26.389421463012695 seconds.\n" ] } ], @@ -1767,19 +1735,9 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 39, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", - "\n", - "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - }, { "name": "stdout", "output_type": "stream", @@ -1787,58 +1745,23 @@ "begin program t-route ...\n", "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 0.6263210773468018 seconds.\n", + "... in 0.02681756019592285 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.0038449764251708984 seconds.\n", + "... in 0.003945350646972656 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.10285139083862305 seconds.\n", + "... in 0.013126611709594727 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 2.3603439331054688e-05 seconds.\n", + "... in 2.2172927856445312e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.19243311882019043 seconds.\n", + "... in 0.014851808547973633 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.021068811416625977 seconds.\n", - "creating qlateral array ...\n", - "qlateral array complete\n", - "... in 15.401979684829712 seconds.\n", - "writing netcdf output to --> ../../test/output/text/8777239.ncwriting netcdf output to --> ../../test/output/text/8777285.ncwriting netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777191.ncwriting netcdf output to --> ../../test/output/text/8777253.ncwriting netcdf output to --> ../../test/output/text/8777247.ncwriting netcdf output to --> ../../test/output/text/8777229.nc\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "executing routing computation ...\n", - "routing ordered reaches for networks of order 2 ... \n", - "writing netcdf output to --> ../../test/output/text/8777187.nc\n", - "writing netcdf output to --> ../../test/output/text/8778365.nc\n", - "writing netcdf output to --> ../../test/output/text/8777141.nc\n", - "writing netcdf output to --> ../../test/output/text/8777207.nc\n", - "writing netcdf output to --> ../../test/output/text/8777241.nc\n", - "writing netcdf output to --> ../../test/output/text/8777225.nc\n", - "writing netcdf output to --> ../../test/output/text/8777125.nc\n", - "writing netcdf output to --> ../../test/output/text/8778363.nc\n", - "... complete in 15.555631399154663 seconds.\n", - "max_courant: [27.53112221]\n", - "routing ordered reaches for networks of order 1 ... \n", - "writing netcdf output to --> ../../test/output/text/8778465.nc\n", - "writing netcdf output to --> ../../test/output/text/8778503.nc\n", - "... complete in 20.33381485939026 seconds.\n", - "max_courant: [0.]\n", - "routing ordered reaches for networks of order 0 ... \n", - "writing segment output to --> ../../test/output/text/933020089.csv\n", - "writing netcdf output to --> ../../test/output/text/933020089.nc\n", - "... complete in 40.42443060874939 seconds.\n", - "max_courant: [126.81378174]\n", - "ordered reach computation complete\n", - "... in 38.31010580062866 seconds.\n", - "program complete\n", - "... in 57.79786539077759 seconds.\n" + "... in 0.017706632614135742 seconds.\n", + "creating qlateral array ...\n" ] }, { @@ -1855,61 +1778,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 1.0065138339996338 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.004022121429443359 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.01634955406188965 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 2.9802322387695312e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.016902446746826172 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.0171966552734375 seconds.\n", - "creating qlateral array ...\n", "qlateral array complete\n", - "... in 5.562387943267822 seconds.\n", + "... in 5.478479385375977 seconds.\n", "executing routing computation ...\n", "routing ordered reaches for networks of order 2 ... \n", - "writing netcdf output to --> ../../test/output/text/8777239.ncwriting netcdf output to --> ../../test/output/text/8777173.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777191.nc\n", - "writing netcdf output to --> ../../test/output/text/8777253.ncwriting netcdf output to --> ../../test/output/text/8777247.nc\n", - "writing netcdf output to --> ../../test/output/text/8777229.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777285.nc\n", - "writing netcdf output to --> ../../test/output/text/8778365.nc\n", - "writing netcdf output to --> ../../test/output/text/8777207.nc\n", - "writing netcdf output to --> ../../test/output/text/8777187.nc\n", - "writing netcdf output to --> ../../test/output/text/8777241.nc\n", - "writing netcdf output to --> ../../test/output/text/8777141.nc\n", - "writing netcdf output to --> ../../test/output/text/8777225.nc\n", - "writing netcdf output to --> ../../test/output/text/8777125.nc\n", - "writing netcdf output to --> ../../test/output/text/8778363.nc\n", - "... complete in 61.10272932052612 seconds.\n", - "max_courant: [5.51265717]\n", + "... complete in 6.991853713989258 seconds.\n", + "max_courant: [27.53112221]\n", "routing ordered reaches for networks of order 1 ... \n", - "writing netcdf output to --> ../../test/output/text/8778465.nc\n", - "writing netcdf output to --> ../../test/output/text/8778503.nc\n", - "... complete in 84.33271932601929 seconds.\n", + "... complete in 9.450271606445312 seconds.\n", "max_courant: [0.]\n", "routing ordered reaches for networks of order 0 ... \n", "writing segment output to --> ../../test/output/text/933020089.csv\n", - "writing netcdf output to --> ../../test/output/text/933020089.nc\n", - "... complete in 185.600572347641 seconds.\n", - "max_courant: [25.36383247]\n", + "... complete in 19.268580675125122 seconds.\n", + "max_courant: [126.81378174]\n", "ordered reach computation complete\n", - "... in 188.57261490821838 seconds.\n", + "... in 18.68150782585144 seconds.\n", "program complete\n", - "... in 197.205069065094 seconds.\n" + "... in 25.390630960464478 seconds.\n" ] }, { @@ -1929,67 +1814,62 @@ "begin program t-route ...\n", "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 1.0384225845336914 seconds.\n", + "... in 0.5714733600616455 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.004022359848022461 seconds.\n", + "... in 0.0040130615234375 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.016869544982910156 seconds.\n", + "... in 0.013519287109375 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 3.790855407714844e-05 seconds.\n", + "... in 2.47955322265625e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.021231651306152344 seconds.\n", + "... in 0.015557050704956055 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.017688274383544922 seconds.\n", + "... in 0.0167696475982666 seconds.\n", "creating qlateral array ...\n", "qlateral array complete\n", - "... in 6.070441246032715 seconds.\n", + "... in 5.510070562362671 seconds.\n", "executing routing computation ...\n", "routing ordered reaches for networks of order 2 ... \n", - "writing netcdf output to --> ../../test/output/text/8777247.nc\n", - "writing netcdf output to --> ../../test/output/text/8777239.nc\n", - "writing netcdf output to --> ../../test/output/text/8777229.nc\n", - "writing netcdf output to --> ../../test/output/text/8777173.ncwriting netcdf output to --> ../../test/output/text/8777253.nc\n", - "\n", - "writing netcdf output to --> ../../test/output/text/8777191.nc\n", - "writing netcdf output to --> ../../test/output/text/8777285.nc\n", - "writing netcdf output to --> ../../test/output/text/8778365.nc\n", - "writing netcdf output to --> ../../test/output/text/8777207.nc\n", - "writing netcdf output to --> ../../test/output/text/8777187.nc\n", - "writing netcdf output to --> ../../test/output/text/8777241.nc\n", - "writing netcdf output to --> ../../test/output/text/8777141.nc\n", - "writing netcdf output to --> ../../test/output/text/8777225.nc\n", - "writing netcdf output to --> ../../test/output/text/8777125.nc\n", - "writing netcdf output to --> ../../test/output/text/8778363.nc\n" + "... complete in 29.96049165725708 seconds.\n", + "max_courant: [5.51265717]\n", + "routing ordered reaches for networks of order 1 ... \n", + "... complete in 42.98240113258362 seconds.\n", + "max_courant: [0.]\n", + "routing ordered reaches for networks of order 0 ... \n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "... complete in 91.62962865829468 seconds.\n", + "max_courant: [25.36383247]\n", + "ordered reach computation complete\n", + "... in 93.24933743476868 seconds.\n", + "program complete\n", + "... in 100.54020357131958 seconds.\n" ] }, { - "ename": "MaybeEncodingError", - "evalue": "Error sending result: '[{8776705: array([[0.00000000e+00, 4.54609133e-02, 2.94873446e-01, ...,\n 4.59317416e-01, 5.68462163e-03, 4.97746736e-01],\n [1.00000000e+01, 4.54579070e-02, 2.94892281e-01, ...,\n 4.59344089e-01, 5.68495179e-03, 4.97746974e-01],\n [2.00000000e+01, 4.54549380e-02, 2.94884890e-01, ...,\n 4.59333599e-01, 5.68482187e-03, 4.97747064e-01],\n ...,\n [1.07997000e+06, 3.97340171e-02, 2.80946791e-01, ...,\n 4.39448416e-01, 5.43871801e-03, 4.97918010e-01],\n [1.07998000e+06, 3.97339277e-02, 2.80946583e-01, ...,\n 4.39448118e-01, 5.43871429e-03, 4.97918040e-01],\n [1.07999000e+06, 3.97338420e-02, 2.80946344e-01, ...,\n 4.39447731e-01, 5.43870963e-03, 4.97918040e-01]]), 8776707: array([[0.00000000e+00, 2.44546421e-02, 2.53331989e-01, ...,\n 4.03798372e-01, 6.25074841e-03, 4.98662978e-01],\n [1.00000000e+01, 2.44546477e-02, 2.53320634e-01, ...,\n 4.03781414e-01, 6.25048624e-03, 4.98662978e-01],\n [2.00000000e+01, 2.44546533e-02, 2.53320873e-01, ...,\n 4.03781772e-01, 6.25049183e-03, 4.98662978e-01],\n ...,\n [1.07997000e+06, 2.76509896e-02, 2.65197188e-01, ...,\n 4.21485513e-01, 6.52454328e-03, 4.98562515e-01],\n [1.07998000e+06, 2.76509784e-02, 2.65197128e-01, ...,\n 4.21485454e-01, 6.52454235e-03, 4.98562515e-01],\n [1.07999000e+06, 2.76509672e-02, 2.65197098e-01, ...,\n 4.21485394e-01, 6.52454142e-03, 4.98562515e-01]]), 8776709: array([[0.00000000e+00, 1.01415869e-02, 1.90830663e-01, ...,\n 3.07983458e-01, 5.09906374e-03, 4.99109894e-01],\n [1.00000000e+01, 1.01416009e-02, 1.90834150e-01, ...,\n 3.07988822e-01, 5.09915268e-03, 4.99109834e-01],\n [2.00000000e+01, 1.01416148e-02, 1.90834209e-01, ...,\n 3.07988942e-01, 5.09915454e-03, 4.99109834e-01],\n ...,\n [1.07997000e+06, 2.22417377e-02, 2.56662697e-01, ...,\n 4.07442391e-01, 6.74573472e-03, 4.98584777e-01],\n [1.07998000e+06, 2.22417284e-02, 2.56662667e-01, ...,\n 4.07442302e-01, 6.74573332e-03, 4.98584777e-01],\n [1.07999000e+06, 2.22417191e-02, 2.56662637e-01, ...,\n 4.07442272e-01, 6.74573286e-03, 4.98584777e-01]]), 8776711: array([[0.00000000e+00, 3.54955066e-03, 1.90792643e-02, ...,\n 1.23638492e-02, 7.77600624e-04, 2.50000000e-01],\n [1.00000000e+01, 3.54955089e-03, 1.55973388e-02, ...,\n 2.21859384e-02, 1.39534217e-03, 2.50000000e-01],\n [2.00000000e+01, 3.54955089e-03, 1.90244205e-02, ...,\n 1.22999409e-02, 7.73581211e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.06577268e-03, 2.00105458e-02, ...,\n 1.35762990e-02, 8.53855337e-04, 2.50000000e-01],\n [1.07998000e+06, 5.06573357e-03, 2.00105198e-02, ...,\n 1.35762682e-02, 8.53853417e-04, 2.50000000e-01],\n [1.07999000e+06, 5.06569445e-03, 2.00105030e-02, ...,\n 1.35762384e-02, 8.53851496e-04, 2.50000000e-01]]), 8776713: array([[0.00000000e+00, 2.17375178e-02, 2.38075137e-01, ...,\n 3.76756251e-01, 1.92222577e-02, 4.94177520e-01],\n [1.00000000e+01, 2.17372384e-02, 2.38059968e-01, ...,\n 3.76733989e-01, 1.92211233e-02, 4.94177550e-01],\n [2.00000000e+01, 2.17369646e-02, 2.38059074e-01, ...,\n 3.76732647e-01, 1.92210544e-02, 4.94177580e-01],\n ...,\n [1.07997000e+06, 2.28981636e-02, 2.42672250e-01, ...,\n 3.83507162e-01, 1.95666924e-02, 4.93996024e-01],\n [1.07998000e+06, 2.28980482e-02, 2.42671773e-01, ...,\n 3.83506447e-01, 1.95666570e-02, 4.93996024e-01],\n [1.07999000e+06, 2.28979308e-02, 2.42671356e-01, ...,\n 3.83505821e-01, 1.95666235e-02, 4.93996054e-01]]), 8778763: array([[0.00000000e+00, 4.92593623e-04, 9.24618244e-02, ...,\n 1.53463587e-01, 4.44822013e-03, 4.99984086e-01],\n [1.00000000e+01, 4.92593623e-04, 9.24300179e-02, ...,\n 1.53411135e-01, 4.44669975e-03, 4.99984056e-01],\n [2.00000000e+01, 4.92593623e-04, 9.24210772e-02, ...,\n 1.53396383e-01, 4.44627227e-03, 4.99984056e-01],\n ...,\n [1.07997000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07998000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07999000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01]]), 8776715: array([[0.00000000e+00, 2.32487723e-01, 3.40147465e-01, ...,\n 5.20091772e-01, 6.90692943e-03, 4.86923605e-01],\n [1.00000000e+01, 2.32488006e-01, 3.40266615e-01, ...,\n 5.20255029e-01, 6.90909754e-03, 4.86930966e-01],\n [2.00000000e+01, 2.32488289e-01, 3.40264261e-01, ...,\n 5.20251751e-01, 6.90905377e-03, 4.86930758e-01],\n ...,\n [1.07997000e+06, 2.51401275e-01, 3.49567950e-01, ...,\n 5.32966077e-01, 7.07790302e-03, 4.86333519e-01],\n [1.07998000e+06, 2.51400203e-01, 3.49567503e-01, ...,\n 5.32965422e-01, 7.07789417e-03, 4.86333549e-01],\n [1.07999000e+06, 2.51399130e-01, 3.49567026e-01, ...,\n 5.32964766e-01, 7.07788533e-03, 4.86333579e-01]]), 8776717: array([[0.00000000e+00, 1.86320081e-01, 3.62838417e-01, ...,\n 5.49657941e-01, 6.80269720e-03, 4.91977096e-01],\n [1.00000000e+01, 1.86334953e-01, 3.62804174e-01, ...,\n 5.49611926e-01, 6.80212770e-03, 4.91974473e-01],\n [2.00000000e+01, 1.86349675e-01, 3.62814903e-01, ...,\n 5.49626350e-01, 6.80230651e-03, 4.91974145e-01],\n ...,\n [1.07997000e+06, 1.31836444e-01, 3.22088450e-01, ...,\n 4.94173557e-01, 6.11600932e-03, 4.93418872e-01],\n [1.07998000e+06, 1.31835893e-01, 3.22087944e-01, ...,\n 4.94172901e-01, 6.11600140e-03, 4.93418872e-01],\n [1.07999000e+06, 1.31835356e-01, 3.22087526e-01, ...,\n 4.94172275e-01, 6.11599348e-03, 4.93418902e-01]]), 8776719: array([[0.00000000e+00, 7.99229622e-01, 4.16253090e-01, ...,\n 6.27197504e-01, 4.90764901e-03, 4.83140290e-01],\n [1.00000000e+01, 7.99241185e-01, 4.16248888e-01, ...,\n 6.27191901e-01, 4.90760524e-03, 4.83156890e-01],\n [2.00000000e+01, 7.99252689e-01, 4.16250825e-01, ...,\n 6.27194524e-01, 4.90762573e-03, 4.83156770e-01],\n ...,\n [1.07997000e+06, 7.71574676e-01, 4.11339283e-01, ...,\n 6.20620430e-01, 4.85618506e-03, 4.83483315e-01],\n [1.07998000e+06, 7.71569610e-01, 4.11338478e-01, ...,\n 6.20619237e-01, 4.85617574e-03, 4.83483374e-01],\n [1.07999000e+06, 7.71564603e-01, 4.11337525e-01, ...,\n 6.20618045e-01, 4.85616643e-03, 4.83483434e-01]]), 8776721: array([[0.00000000e+00, 6.17805449e-03, 1.77079961e-01, ...,\n 2.87912011e-01, 3.33617628e-03, 4.99665737e-01],\n [1.00000000e+01, 6.17806846e-03, 1.77076235e-01, ...,\n 2.87906229e-01, 3.33610922e-03, 4.99665797e-01],\n [2.00000000e+01, 6.17808243e-03, 1.77076444e-01, ...,\n 2.87906528e-01, 3.33611271e-03, 4.99665797e-01],\n ...,\n [1.07997000e+06, 6.50789007e-04, 6.61443844e-02, ...,\n 1.09600663e-01, 1.26999617e-03, 4.99955654e-01],\n [1.07998000e+06, 6.50787610e-04, 6.61443323e-02, ...,\n 1.09600574e-01, 1.26999512e-03, 4.99955654e-01],\n [1.07999000e+06, 6.50786213e-04, 6.61442727e-02, ...,\n 1.09600477e-01, 1.26999395e-03, 4.99955654e-01]]), 8776723: array([[0.00000000e+00, 3.51760490e-03, 9.46151391e-02, ...,\n 1.55286357e-01, 2.11561797e-03, 4.99235064e-01],\n [1.00000000e+01, 3.51762515e-03, 9.46140438e-02, ...,\n 1.55284613e-01, 2.11559422e-03, 4.99235302e-01],\n [2.00000000e+01, 3.51764518e-03, 9.46142673e-02, ...,\n 1.55284971e-01, 2.11559911e-03, 4.99235302e-01],\n ...,\n [1.07997000e+06, 1.66510269e-02, 1.73011020e-01, ...,\n 2.77984202e-01, 3.78725072e-03, 4.98092294e-01],\n [1.07998000e+06, 1.66509971e-02, 1.73010901e-01, ...,\n 2.77984023e-01, 3.78724816e-03, 4.98092294e-01],\n [1.07999000e+06, 1.66509673e-02, 1.73010781e-01, ...,\n 2.77983814e-01, 3.78724537e-03, 4.98092324e-01]]), 8776725: array([[0.00000000e+00, 1.94737944e-03, 1.14221927e-02, ...,\n 1.75330527e-02, 2.44533527e-04, 2.50000000e-01],\n [1.00000000e+01, 1.94738200e-03, 1.13782650e-02, ...,\n 1.74725391e-02, 2.43689530e-04, 2.50000000e-01],\n [2.00000000e+01, 1.94738456e-03, 1.13790911e-02, ...,\n 1.74736772e-02, 2.43705406e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.43186751e-03, 1.50318341e-02, ...,\n 2.23567076e-02, 3.11809039e-04, 2.50000000e-01],\n [1.07998000e+06, 4.43183770e-03, 1.50318006e-02, ...,\n 2.23566648e-02, 3.11808428e-04, 2.50000000e-01],\n [1.07999000e+06, 4.43180790e-03, 1.50317689e-02, ...,\n 2.23566256e-02, 3.11807904e-04, 2.50000000e-01]]), 8776727: array([[0.00000000e+00, 1.22710690e-01, 5.13595343e-01, ...,\n 7.95841455e-01, 5.93911530e-03, 4.99233186e-01],\n [1.00000000e+01, 1.22717641e-01, 5.13641298e-01, ...,\n 7.95906007e-01, 5.93959680e-03, 4.99233246e-01],\n [2.00000000e+01, 1.22724518e-01, 5.13650894e-01, ...,\n 7.95919478e-01, 5.93969738e-03, 4.99233216e-01],\n ...,\n [1.07997000e+06, 6.80710003e-02, 4.15193796e-01, ...,\n 6.54882550e-01, 4.88718320e-03, 4.99457002e-01],\n [1.07998000e+06, 6.80709183e-02, 4.15193588e-01, ...,\n 6.54882252e-01, 4.88718087e-03, 4.99457002e-01],\n [1.07999000e+06, 6.80708364e-02, 4.15193439e-01, ...,\n 6.54882014e-01, 4.88717901e-03, 4.99457002e-01]]), 8776729: array([[0.00000000e+00, 7.57418871e-02, 3.42024475e-01, ...,\n 5.31803727e-01, 3.27062584e-03, 4.98766720e-01],\n [1.00000000e+01, 7.57441446e-02, 3.42004567e-01, ...,\n 5.31775475e-01, 3.27045191e-03, 4.98766571e-01],\n [2.00000000e+01, 7.57463947e-02, 3.42008591e-01, ...,\n 5.31781197e-01, 3.27048730e-03, 4.98766541e-01],\n ...,\n [1.07997000e+06, 4.76545505e-02, 2.89197177e-01, ...,\n 4.55898821e-01, 2.80380598e-03, 4.99059856e-01],\n [1.07998000e+06, 4.76544350e-02, 2.89196908e-01, ...,\n 4.55898434e-01, 2.80380342e-03, 4.99059856e-01],\n [1.07999000e+06, 4.76543196e-02, 2.89196670e-01, ...,\n 4.55898046e-01, 2.80380109e-03, 4.99059856e-01]]), 8776731: array([[0.00000000e+00, 5.66139584e-04, 7.83752874e-02, ...,\n 1.29727274e-01, 1.19015845e-02, 4.99772787e-01],\n [1.00000000e+01, 5.66156814e-04, 7.83875510e-02, ...,\n 1.29747376e-01, 1.19034294e-02, 4.99772847e-01],\n [2.00000000e+01, 5.66173694e-04, 7.83909112e-02, ...,\n 1.29752874e-01, 1.19039332e-02, 4.99772847e-01],\n ...,\n [1.07997000e+06, 6.80876104e-03, 2.29519755e-01, ...,\n 3.70017260e-01, 3.39465365e-02, 4.98008519e-01],\n [1.07998000e+06, 6.80872658e-03, 2.29519323e-01, ...,\n 3.70016545e-01, 3.39464732e-02, 4.98008519e-01],\n [1.07999000e+06, 6.80869259e-03, 2.29518875e-01, ...,\n 3.70015889e-01, 3.39464135e-02, 4.98008519e-01]]), 8776733: array([[0.00000000e+00, 8.08299799e-03, 2.14520380e-01, ...,\n 3.48587841e-01, 7.29263248e-03, 4.99542564e-01],\n [1.00000000e+01, 8.08299892e-03, 2.14528501e-01, ...,\n 3.48600596e-01, 7.29289930e-03, 4.99542445e-01],\n [2.00000000e+01, 8.08299892e-03, 2.14528412e-01, ...,\n 3.48600447e-01, 7.29289651e-03, 4.99542445e-01],\n ...,\n [1.07997000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01],\n [1.07998000e+06, 1.61455516e-02, 2.79815733e-01, ...,\n 4.49415505e-01, 9.40199755e-03, 4.99312013e-01],\n [1.07999000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01]]), 8776735: array([[0.00000000e+00, 8.10410798e-01, 4.17716831e-01, ...,\n 6.29888713e-01, 1.18400129e-02, 4.59904999e-01],\n [1.00000000e+01, 8.10429573e-01, 4.17713702e-01, ...,\n 6.29884422e-01, 1.18399318e-02, 4.59945410e-01],\n [2.00000000e+01, 8.10448229e-01, 4.17716950e-01, ...,\n 6.29888892e-01, 1.18400166e-02, 4.59944904e-01],\n ...,\n [1.07997000e+06, 7.98622727e-01, 4.15652663e-01, ...,\n 6.27123892e-01, 1.17880423e-02, 4.60270792e-01],\n [1.07998000e+06, 7.98617363e-01, 4.15651768e-01, ...,\n 6.27122700e-01, 1.17880199e-02, 4.60270941e-01],\n [1.07999000e+06, 7.98611999e-01, 4.15650815e-01, ...,\n 6.27121389e-01, 1.17879957e-02, 4.60271060e-01]]), 8776737: array([[0.00000000e+00, 1.75818184e-03, 1.27944008e-01, ...,\n 2.10310772e-01, 1.24444244e-02, 4.99407738e-01],\n [1.00000000e+01, 1.75820058e-03, 1.27949208e-01, ...,\n 2.10319117e-01, 1.24449180e-02, 4.99407977e-01],\n [2.00000000e+01, 1.75821909e-03, 1.27949774e-01, ...,\n 2.10320070e-01, 1.24449749e-02, 4.99407977e-01],\n ...,\n [1.07997000e+06, 1.48630887e-02, 2.93175966e-01, ...,\n 4.66844261e-01, 2.76239216e-02, 4.97927636e-01],\n [1.07998000e+06, 1.48630235e-02, 2.93175489e-01, ...,\n 4.66843635e-01, 2.76238844e-02, 4.97927636e-01],\n [1.07999000e+06, 1.48629593e-02, 2.93175042e-01, ...,\n 4.66842949e-01, 2.76238434e-02, 4.97927636e-01]]), 8776739: array([[0.00000000e+00, 6.20556995e-02, 2.97126770e-01, ...,\n 4.65213984e-01, 3.17986333e-03, 4.98528093e-01],\n [1.00000000e+01, 6.20558485e-02, 2.97188193e-01, ...,\n 4.65302289e-01, 3.18046683e-03, 4.98528302e-01],\n [2.00000000e+01, 6.20559976e-02, 2.97187328e-01, ...,\n 4.65301037e-01, 3.18045821e-03, 4.98528302e-01],\n ...,\n [1.07997000e+06, 6.63753226e-02, 3.04497659e-01, ...,\n 4.75782394e-01, 3.25210113e-03, 4.98469174e-01],\n [1.07998000e+06, 6.63750768e-02, 3.04497272e-01, ...,\n 4.75781798e-01, 3.25209717e-03, 4.98469174e-01],\n [1.07999000e+06, 6.63748384e-02, 3.04496884e-01, ...,\n 4.75781202e-01, 3.25209298e-03, 4.98469174e-01]]), 8776741: array([[0.00000000e+00, 3.15845460e-01, 4.23636109e-01, ...,\n 6.48406506e-01, 5.75338490e-03, 4.93999392e-01],\n [1.00000000e+01, 3.15845907e-01, 4.23617184e-01, ...,\n 6.48380518e-01, 5.75315440e-03, 4.93998796e-01],\n [2.00000000e+01, 3.15846384e-01, 4.23617780e-01, ...,\n 6.48381412e-01, 5.75316232e-03, 4.93998826e-01],\n ...,\n [1.07997000e+06, 3.28112870e-01, 4.29240763e-01, ...,\n 6.56093121e-01, 5.82158938e-03, 4.93866652e-01],\n [1.07998000e+06, 3.28110904e-01, 4.29239929e-01, ...,\n 6.56091928e-01, 5.82157867e-03, 4.93866682e-01],\n [1.07999000e+06, 3.28108966e-01, 4.29239094e-01, ...,\n 6.56090856e-01, 5.82156936e-03, 4.93866712e-01]]), 8780837: array([[0.00000000e+00, 3.67409550e-02, 2.19480976e-01, ...,\n 3.49277675e-01, 5.53530362e-03, 4.96726841e-01],\n [1.00000000e+01, 3.67409810e-02, 2.19457805e-01, ...,\n 3.49243104e-01, 5.53475600e-03, 4.96726632e-01],\n [2.00000000e+01, 3.67410071e-02, 2.19458282e-01, ...,\n 3.49243790e-01, 5.53476671e-03, 4.96726632e-01],\n ...,\n [1.07997000e+06, 7.72482604e-02, 2.88081259e-01, ...,\n 4.49248910e-01, 7.11963372e-03, 4.94938493e-01],\n [1.07998000e+06, 7.72482306e-02, 2.88081199e-01, ...,\n 4.49248791e-01, 7.11963186e-03, 4.94938493e-01],\n [1.07999000e+06, 7.72482008e-02, 2.88081139e-01, ...,\n 4.49248761e-01, 7.11963139e-03, 4.94938493e-01]]), 8776743: array([[0.00000000e+00, 4.28382866e-03, 1.46116138e-01, ...,\n 2.38775596e-01, 4.67271218e-03, 4.99488175e-01],\n [1.00000000e+01, 4.28382866e-03, 1.46118581e-01, ...,\n 2.38779455e-01, 4.67278762e-03, 4.99488026e-01],\n [2.00000000e+01, 4.28382866e-03, 1.46118566e-01, ...,\n 2.38779426e-01, 4.67278715e-03, 4.99488026e-01],\n ...,\n [1.07997000e+06, 1.01250205e-02, 2.04062179e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07998000e+06, 1.01250149e-02, 2.04062119e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07999000e+06, 1.01250093e-02, 2.04062089e-01, ...,\n 3.29434305e-01, 6.44685514e-03, 4.99150962e-01]]), 8780839: array([[0.00000000e+00, 1.72656730e-01, 2.74487913e-01, ...,\n 4.23897892e-01, 5.32535044e-03, 4.87786680e-01],\n [1.00000000e+01, 1.72657758e-01, 2.74475008e-01, ...,\n 4.23879832e-01, 5.32512367e-03, 4.87785429e-01],\n [2.00000000e+01, 1.72658771e-01, 2.74475843e-01, ...,\n 4.23880994e-01, 5.32513810e-03, 4.87785399e-01],\n ...,\n [1.07997000e+06, 3.41314465e-01, 3.48215669e-01, ...,\n 5.24492621e-01, 6.58910349e-03, 4.82528538e-01],\n [1.07998000e+06, 3.41313601e-01, 3.48215342e-01, ...,\n 5.24492264e-01, 6.58909883e-03, 4.82528567e-01],\n [1.07999000e+06, 3.41312736e-01, 3.48215103e-01, ...,\n 5.24491906e-01, 6.58909418e-03, 4.82528567e-01]]), 8780841: array([[0.00000000e+00, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n [1.00000000e+01, 9.36573488e-05, 3.53904851e-02, ...,\n 5.88978492e-02, 3.97958420e-03, 4.99981761e-01],\n [2.00000000e+01, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n ...,\n [1.07997000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07998000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07999000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01]]), 8776745: array([[0.00000000e+00, 7.88794383e-02, 2.57932127e-01, ...,\n 3.97890121e-01, 7.62241567e-03, 4.89167988e-01],\n [1.00000000e+01, 7.88840353e-02, 2.57902443e-01, ...,\n 3.97848785e-01, 7.62162404e-03, 4.89164919e-01],\n [2.00000000e+01, 7.88885951e-02, 2.57908374e-01, ...,\n 3.97857070e-01, 7.62178283e-03, 4.89164621e-01],\n ...,\n [1.07997000e+06, 6.61130995e-02, 2.42276073e-01, ...,\n 3.75951946e-01, 7.20214425e-03, 4.90222156e-01],\n [1.07998000e+06, 6.61129057e-02, 2.42275849e-01, ...,\n 3.75951588e-01, 7.20213726e-03, 4.90222186e-01],\n [1.07999000e+06, 6.61127120e-02, 2.42275566e-01, ...,\n 3.75951231e-01, 7.20213074e-03, 4.90222186e-01]]), 8780843: array([[0.00000000e+00, 4.55893838e-04, 4.78210263e-02, ...,\n 7.91743919e-02, 3.01043317e-03, 4.99670237e-01],\n [1.00000000e+01, 4.55894246e-04, 4.78026047e-02, ...,\n 7.91442096e-02, 3.00928554e-03, 4.99669939e-01],\n [2.00000000e+01, 4.55894624e-04, 4.77991365e-02, ...,\n 7.91385099e-02, 3.00906878e-03, 4.99669880e-01],\n ...,\n [1.07997000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07998000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07999000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01]]), 8776747: array([[0.00000000e+00, 2.77376530e-04, 6.55748397e-02, ...,\n 1.08845666e-01, 5.25824446e-03, 4.99961406e-01],\n [1.00000000e+01, 2.77375191e-04, 6.56193346e-02, ...,\n 1.08919077e-01, 5.26179094e-03, 4.99961436e-01],\n [2.00000000e+01, 2.77373882e-04, 6.56326264e-02, ...,\n 1.08940989e-01, 5.26284939e-03, 4.99961436e-01],\n ...,\n [1.07997000e+06, 2.45644851e-03, 1.80498347e-01, ...,\n 2.95373976e-01, 1.42692737e-02, 4.99651760e-01],\n [1.07998000e+06, 2.45644501e-03, 1.80498242e-01, ...,\n 2.95373827e-01, 1.42692663e-02, 4.99651760e-01],\n [1.07999000e+06, 2.45644152e-03, 1.80498138e-01, ...,\n 2.95373648e-01, 1.42692579e-02, 4.99651760e-01]]), 8780845: array([[0.00000000e+00, 1.25307664e-01, 1.96019202e-01, ...,\n 2.98259944e-01, 7.93244503e-03, 4.32307899e-01],\n [1.00000000e+01, 1.25308484e-01, 1.96186021e-01, ...,\n 2.98486382e-01, 7.93846790e-03, 4.32347715e-01],\n [2.00000000e+01, 1.25309318e-01, 1.96182892e-01, ...,\n 2.98482150e-01, 7.93835521e-03, 4.32344794e-01],\n ...,\n [1.07997000e+06, 2.11836770e-01, 2.34775349e-01, ...,\n 3.49923015e-01, 9.30646341e-03, 4.11838382e-01],\n [1.07998000e+06, 2.11836189e-01, 2.34775111e-01, ...,\n 3.49922717e-01, 9.30645503e-03, 4.11838502e-01],\n [1.07999000e+06, 2.11835608e-01, 2.34774932e-01, ...,\n 3.49922478e-01, 9.30644944e-03, 4.11838651e-01]]), 8776749: array([[0.00000000e+00, 8.12010229e-01, 2.44354799e-01, ...,\n 3.57456416e-01, 7.52539840e-03, 2.50000000e-01],\n [1.00000000e+01, 8.12016606e-01, 3.11656654e-01, ...,\n 1.90277457e-01, 4.00584145e-03, 3.08377385e-01],\n [2.00000000e+01, 8.12027395e-01, 2.44454980e-01, ...,\n 3.57584894e-01, 7.52810342e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.23776066e-01, 3.12299877e-01, ...,\n 1.90910280e-01, 4.01916401e-03, 3.05797458e-01],\n [1.07998000e+06, 8.23768318e-01, 2.45551288e-01, ...,\n 3.58991206e-01, 7.55770970e-03, 2.50000000e-01],\n [1.07999000e+06, 8.23763907e-01, 3.12299192e-01, ...,\n 1.90909654e-01, 4.01915098e-03, 3.05800021e-01]]), 8780847: array([[0.00000000e+00, 2.01095894e-01, 4.34678979e-02, ...,\n 3.79418507e-02, 3.24289338e-03, 2.50000000e-01],\n [1.00000000e+01, 2.01106444e-01, 4.34684381e-02, ...,\n 3.79426777e-02, 3.24296393e-03, 2.50000000e-01],\n [2.00000000e+01, 2.01117024e-01, 4.34689820e-02, ...,\n 3.79435085e-02, 3.24303494e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.33610696e-01, 3.96134853e-02, ...,\n 3.21226530e-02, 2.74552591e-03, 2.50000000e-01],\n [1.07998000e+06, 1.33608773e-01, 3.96133587e-02, ...,\n 3.21224704e-02, 2.74551031e-03, 2.50000000e-01],\n [1.07999000e+06, 1.33606836e-01, 3.96132320e-02, ...,\n 3.21222879e-02, 2.74549471e-03, 2.50000000e-01]]), 8776751: array([[0.00000000e+00, 9.16483160e-03, 1.68582022e-01, ...,\n 2.73540020e-01, 5.77088678e-03, 4.98843014e-01],\n [1.00000000e+01, 9.16485302e-03, 1.68574601e-01, ...,\n 2.73528427e-01, 5.77064231e-03, 4.98843193e-01],\n [2.00000000e+01, 9.16487444e-03, 1.68574825e-01, ...,\n 2.73528755e-01, 5.77064930e-03, 4.98843193e-01],\n ...,\n [1.07997000e+06, 2.81743184e-02, 2.58114636e-01, ...,\n 4.09717232e-01, 8.64382368e-03, 4.97756422e-01],\n [1.07998000e+06, 2.81742662e-02, 2.58114457e-01, ...,\n 4.09716934e-01, 8.64381716e-03, 4.97756422e-01],\n [1.07999000e+06, 2.81742159e-02, 2.58114308e-01, ...,\n 4.09716666e-01, 8.64381157e-03, 4.97756422e-01]]), 8780849: array([[0.00000000e+00, 7.68994331e-01, 6.16042726e-02, ...,\n 4.93530296e-02, 5.14094066e-03, 2.50000000e-01],\n [1.00000000e+01, 7.68985689e-01, 6.16041161e-02, ...,\n 4.93528098e-02, 5.14091738e-03, 2.50000000e-01],\n [2.00000000e+01, 7.68977046e-01, 6.16039596e-02, ...,\n 4.93525900e-02, 5.14089456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27047074e+00, 6.93593472e-02, ...,\n 6.04366548e-02, 6.29548496e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27046120e+00, 6.93592131e-02, ...,\n 6.04364723e-02, 6.29546586e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27045166e+00, 6.93590865e-02, ...,\n 6.04362935e-02, 6.29544724e-03, 2.50000000e-01]]), 8776753: array([[0.00000000e+00, 7.84147680e-02, 3.02545160e-01, ...,\n 4.72301841e-01, 3.08089913e-03, 4.98214483e-01],\n [1.00000000e+01, 7.84145966e-02, 3.02484095e-01, ...,\n 4.72214669e-01, 3.08033032e-03, 4.98213917e-01],\n [2.00000000e+01, 7.84144327e-02, 3.02485049e-01, ...,\n 4.72216010e-01, 3.08033917e-03, 4.98213917e-01],\n ...,\n [1.07997000e+06, 8.57523829e-02, 3.12354296e-01, ...,\n 4.86268848e-01, 3.17200809e-03, 4.98118222e-01],\n [1.07998000e+06, 8.57522339e-02, 3.12354118e-01, ...,\n 4.86268610e-01, 3.17200646e-03, 4.98118222e-01],\n [1.07999000e+06, 8.57520849e-02, 3.12353909e-01, ...,\n 4.86268252e-01, 3.17200413e-03, 4.98118222e-01]]), 8776755: array([[0.00000000e+00, 8.11311752e-02, 2.79327631e-01, ...,\n 4.34301794e-01, 1.52386595e-02, 4.86268073e-01],\n [1.00000000e+01, 8.11308697e-02, 2.79336810e-01, ...,\n 4.34314817e-01, 1.52391167e-02, 4.86268759e-01],\n [2.00000000e+01, 8.11305642e-02, 2.79336274e-01, ...,\n 4.34314042e-01, 1.52390897e-02, 4.86268789e-01],\n ...,\n [1.07997000e+06, 9.06137526e-02, 2.90546864e-01, ...,\n 4.50127870e-01, 1.57939605e-02, 4.85356569e-01],\n [1.07998000e+06, 9.06135663e-02, 2.90546626e-01, ...,\n 4.50127572e-01, 1.57939494e-02, 4.85356569e-01],\n [1.07999000e+06, 9.06133875e-02, 2.90546447e-01, ...,\n 4.50127304e-01, 1.57939401e-02, 4.85356599e-01]]), 8776757: array([[0.00000000e+00, 4.70651500e-03, 1.83372423e-01, ...,\n 2.96046168e-01, 9.83542018e-03, 4.99080241e-01],\n [1.00000000e+01, 4.70651500e-03, 1.83367416e-01, ...,\n 2.96038449e-01, 9.83516406e-03, 4.99080390e-01],\n [2.00000000e+01, 4.70651500e-03, 1.83367446e-01, ...,\n 2.96038508e-01, 9.83516593e-03, 4.99080390e-01],\n ...,\n [1.07997000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07998000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07999000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01]]), 8776759: array([[0.00000000e+00, 4.41894323e-01, 3.85104924e-01, ...,\n 5.82951486e-01, 4.12271218e-03, 4.89767283e-01],\n [1.00000000e+01, 4.41897035e-01, 3.85106623e-01, ...,\n 5.82953811e-01, 4.12272848e-03, 4.89765704e-01],\n [2.00000000e+01, 4.41899717e-01, 3.85107428e-01, ...,\n 5.82954943e-01, 4.12273640e-03, 4.89765674e-01],\n ...,\n [1.07997000e+06, 4.41529155e-01, 3.84997755e-01, ...,\n 5.82807243e-01, 4.12169192e-03, 4.89770502e-01],\n [1.07998000e+06, 4.41525936e-01, 3.84996802e-01, ...,\n 5.82805991e-01, 4.12168307e-03, 4.89770532e-01],\n [1.07999000e+06, 4.41522688e-01, 3.84995878e-01, ...,\n 5.82804799e-01, 4.12167469e-03, 4.89770591e-01]]), 8776761: array([[0.00000000e+00, 1.56136975e-01, 4.73793596e-01, ...,\n 7.22560585e-01, 3.87639808e-03, 4.98811960e-01],\n [1.00000000e+01, 1.56132624e-01, 4.73820686e-01, ...,\n 7.22597599e-01, 3.87659646e-03, 4.98812109e-01],\n [2.00000000e+01, 1.56128302e-01, 4.73815441e-01, ...,\n 7.22590446e-01, 3.87655827e-03, 4.98812109e-01],\n ...,\n [1.07997000e+06, 5.88655099e-02, 3.35001737e-01, ...,\n 5.27403176e-01, 2.82941619e-03, 4.99327004e-01],\n [1.07998000e+06, 5.88653758e-02, 3.35001409e-01, ...,\n 5.27402759e-01, 2.82941386e-03, 4.99327004e-01],\n [1.07999000e+06, 5.88652417e-02, 3.35001141e-01, ...,\n 5.27402341e-01, 2.82941177e-03, 4.99327004e-01]]), 8776763: array([[0.00000000e+00, 8.46178293e-01, 4.32164997e-01, ...,\n 6.54097140e-01, 4.65881173e-03, 4.86565620e-01],\n [1.00000000e+01, 8.46177518e-01, 4.32168007e-01, ...,\n 6.54101312e-01, 4.65884153e-03, 4.86559629e-01],\n [2.00000000e+01, 8.46176803e-01, 4.32167888e-01, ...,\n 6.54101074e-01, 4.65883967e-03, 4.86559629e-01],\n ...,\n [1.07997000e+06, 9.00241435e-01, 4.41325039e-01, ...,\n 6.66415215e-01, 4.74654743e-03, 4.86087918e-01],\n [1.07998000e+06, 9.00234938e-01, 4.41324025e-01, ...,\n 6.66413844e-01, 4.74653766e-03, 4.86087978e-01],\n [1.07999000e+06, 9.00228441e-01, 4.41322982e-01, ...,\n 6.66412473e-01, 4.74652788e-03, 4.86088008e-01]]), 8776765: array([[0.00000000e+00, 5.49619794e-02, 3.26857418e-01, ...,\n 5.18501520e-01, 6.99732127e-03, 4.98611629e-01],\n [1.00000000e+01, 5.49619980e-02, 3.26875627e-01, ...,\n 5.18528461e-01, 6.99768495e-03, 4.98611659e-01],\n [2.00000000e+01, 5.49620166e-02, 3.26875359e-01, ...,\n 5.18527985e-01, 6.99767843e-03, 4.98611659e-01],\n ...,\n [1.07997000e+06, 5.41896410e-02, 3.25165510e-01, ...,\n 5.15997052e-01, 6.96352310e-03, 4.98623192e-01],\n [1.07998000e+06, 5.41894846e-02, 3.25165123e-01, ...,\n 5.15996516e-01, 6.96351565e-03, 4.98623192e-01],\n [1.07999000e+06, 5.41893281e-02, 3.25164795e-01, ...,\n 5.15995979e-01, 6.96350867e-03, 4.98623192e-01]]), 8776767: array([[0.00000000e+00, 4.14206460e-02, 3.17095309e-01, ...,\n 5.05595863e-01, 2.45196838e-03, 4.99644637e-01],\n [1.00000000e+01, 4.14206572e-02, 3.17122787e-01, ...,\n 5.05636990e-01, 2.45216792e-03, 4.99644637e-01],\n [2.00000000e+01, 4.14206684e-02, 3.17122370e-01, ...,\n 5.05636334e-01, 2.45216466e-03, 4.99644637e-01],\n ...,\n [1.07997000e+06, 4.14096974e-02, 3.17090929e-01, ...,\n 5.05589306e-01, 2.45193648e-03, 4.99644667e-01],\n [1.07998000e+06, 4.14095931e-02, 3.17090660e-01, ...,\n 5.05588830e-01, 2.45193415e-03, 4.99644667e-01],\n [1.07999000e+06, 4.14094925e-02, 3.17090333e-01, ...,\n 5.05588412e-01, 2.45193229e-03, 4.99644667e-01]]), 8776769: array([[0.00000000e+00, 9.01433587e-01, 5.66652000e-01, ...,\n 8.69386613e-01, 9.65985134e-02, 4.21070665e-01],\n [1.00000000e+01, 9.01411116e-01, 5.66647053e-01, ...,\n 8.69379818e-01, 9.65977609e-02, 4.21071738e-01],\n [2.00000000e+01, 9.01391983e-01, 5.66642761e-01, ...,\n 8.69373858e-01, 9.65970978e-02, 4.21072662e-01],\n ...,\n [1.07997000e+06, 9.55379128e-01, 5.78215241e-01, ...,\n 8.85327160e-01, 9.83696878e-02, 4.18428659e-01],\n [1.07998000e+06, 9.55372274e-01, 5.78213811e-01, ...,\n 8.85325313e-01, 9.83694792e-02, 4.18428987e-01],\n [1.07999000e+06, 9.55365539e-01, 5.78212500e-01, ...,\n 8.85323346e-01, 9.83692631e-02, 4.18429345e-01]]), 8776771: array([[0.00000000e+00, 5.12463693e-03, 2.81570256e-01, ...,\n 4.56332326e-01, 3.25951688e-02, 4.99502122e-01],\n [1.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n [2.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n ...,\n [1.07997000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07998000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07999000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01]]), 8776773: array([[0.00000000e+00, 9.70974639e-02, 3.22797090e-01, ...,\n 5.05050540e-01, 3.56926187e-03, 4.98137295e-01],\n [1.00000000e+01, 9.71048772e-02, 3.22824866e-01, ...,\n 5.05090415e-01, 3.56954359e-03, 4.98137355e-01],\n [2.00000000e+01, 9.71122682e-02, 3.22833389e-01, ...,\n 5.05102634e-01, 3.56962997e-03, 4.98137265e-01],\n ...,\n [1.07997000e+06, 9.85560864e-02, 3.24558020e-01, ...,\n 5.07576823e-01, 3.58711532e-03, 4.98121172e-01],\n [1.07998000e+06, 9.85556319e-02, 3.24557513e-01, ...,\n 5.07576108e-01, 3.58711043e-03, 4.98121172e-01],\n [1.07999000e+06, 9.85551849e-02, 3.24556947e-01, ...,\n 5.07575393e-01, 3.58710531e-03, 4.98121172e-01]]), 8776775: array([[0.00000000e+00, 1.10840254e-01, 2.83998519e-01, ...,\n 4.40636605e-01, 3.84835480e-03, 4.95411903e-01],\n [1.00000000e+01, 1.10839739e-01, 2.84074396e-01, ...,\n 4.40743595e-01, 3.84928915e-03, 4.95413452e-01],\n [2.00000000e+01, 1.10839233e-01, 2.84072459e-01, ...,\n 4.40740794e-01, 3.84926470e-03, 4.95413423e-01],\n ...,\n [1.07997000e+06, 1.71358317e-01, 3.30977976e-01, ...,\n 5.05889475e-01, 4.41824878e-03, 4.94101942e-01],\n [1.07998000e+06, 1.71357840e-01, 3.30977678e-01, ...,\n 5.05889058e-01, 4.41824505e-03, 4.94101942e-01],\n [1.07999000e+06, 1.71357349e-01, 3.30977350e-01, ...,\n 5.05888641e-01, 4.41824133e-03, 4.94101971e-01]]), 8776777: array([[0.00000000e+00, 1.40545825e-02, 2.39569619e-01, ...,\n 3.86336237e-01, 2.24744761e-03, 4.99773771e-01],\n [1.00000000e+01, 1.40546095e-02, 2.39577323e-01, ...,\n 3.86348039e-01, 2.24751630e-03, 4.99773771e-01],\n [2.00000000e+01, 1.40546365e-02, 2.39577398e-01, ...,\n 3.86348188e-01, 2.24751700e-03, 4.99773771e-01],\n ...,\n [1.07997000e+06, 2.34399438e-02, 2.90782958e-01, ...,\n 4.64117736e-01, 2.69992859e-03, 4.99694020e-01],\n [1.07998000e+06, 2.34398842e-02, 2.90782690e-01, ...,\n 4.64117348e-01, 2.69992626e-03, 4.99694020e-01],\n [1.07999000e+06, 2.34398264e-02, 2.90782392e-01, ...,\n 4.64116871e-01, 2.69992347e-03, 4.99694020e-01]]), 8776779: array([[0.00000000e+00, 7.87812293e-01, 3.09891045e-01, ...,\n 4.63781476e-01, 3.30328685e-03, 4.60116088e-01],\n [1.00000000e+01, 7.87809134e-01, 3.09887737e-01, ...,\n 4.63777065e-01, 3.30325565e-03, 4.60139632e-01],\n [2.00000000e+01, 7.87805974e-01, 3.09887320e-01, ...,\n 4.63776559e-01, 3.30325193e-03, 4.60139722e-01],\n ...,\n [1.07997000e+06, 1.32979536e+00, 4.33540642e-01, ...,\n 2.68213034e-01, 1.91034924e-03, 4.67992008e-01],\n [1.07998000e+06, 1.32978129e+00, 3.67399275e-01, ...,\n 5.38761258e-01, 3.83733097e-03, 4.47185069e-01],\n [1.07999000e+06, 1.32977402e+00, 4.33538526e-01, ...,\n 2.68213749e-01, 1.91035436e-03, 4.67992604e-01]]), 8776781: array([[0.00000000e+00, 2.19001710e-01, 3.30167770e-01, ...,\n 5.08767903e-01, 7.55970133e-03, 4.86952186e-01],\n [1.00000000e+01, 2.19010025e-01, 3.30320984e-01, ...,\n 5.08980989e-01, 7.56286737e-03, 4.86959666e-01],\n [2.00000000e+01, 2.19018325e-01, 3.30322355e-01, ...,\n 5.08982837e-01, 7.56289484e-03, 4.86959130e-01],\n ...,\n [1.07997000e+06, 2.70505071e-01, 3.55548859e-01, ...,\n 5.43828368e-01, 8.08065943e-03, 4.85280395e-01],\n [1.07998000e+06, 2.70503789e-01, 3.55548233e-01, ...,\n 5.43827534e-01, 8.08064640e-03, 4.85280424e-01],\n [1.07999000e+06, 2.70502508e-01, 3.55547696e-01, ...,\n 5.43826759e-01, 8.08063522e-03, 4.85280454e-01]]), 8776783: array([[0.00000000e+00, 2.32336321e-03, 1.33345768e-01, ...,\n 2.18734816e-01, 5.92777273e-03, 4.99618590e-01],\n [1.00000000e+01, 2.32338300e-03, 1.33349374e-01, ...,\n 2.18740582e-01, 5.92792919e-03, 4.99618769e-01],\n [2.00000000e+01, 2.32340256e-03, 1.33349836e-01, ...,\n 2.18741357e-01, 5.92795014e-03, 4.99618769e-01],\n ...,\n [1.07997000e+06, 4.77239490e-03, 1.77087545e-01, ...,\n 2.88132340e-01, 7.80846458e-03, 4.99419302e-01],\n [1.07998000e+06, 4.77237254e-03, 1.77087232e-01, ...,\n 2.88131833e-01, 7.80845061e-03, 4.99419302e-01],\n [1.07999000e+06, 4.77235019e-03, 1.77086890e-01, ...,\n 2.88131297e-01, 7.80843617e-03, 4.99419302e-01]]), 8776785: array([[0.00000000e+00, 6.86420128e-02, 2.38791972e-01, ...,\n 3.82365733e-01, 1.17578648e-03, 4.99272466e-01],\n [1.00000000e+01, 6.86425045e-02, 2.38755181e-01, ...,\n 3.82310063e-01, 1.17561524e-03, 4.99272346e-01],\n [2.00000000e+01, 6.86429963e-02, 2.38756478e-01, ...,\n 3.82312000e-01, 1.17562118e-03, 4.99272346e-01],\n ...,\n [1.07997000e+06, 1.97343320e-01, 3.52118433e-01, ...,\n 5.48646212e-01, 1.68710400e-03, 4.98650461e-01],\n [1.07998000e+06, 1.97342098e-01, 3.52117687e-01, ...,\n 5.48645079e-01, 1.68710051e-03, 4.98650461e-01],\n [1.07999000e+06, 1.97340891e-01, 3.52116913e-01, ...,\n 5.48643947e-01, 1.68709701e-03, 4.98650491e-01]]), 8776787: array([[0.00000000e+00, 1.06889950e-02, 2.55226225e-01, ...,\n 4.10779744e-01, 8.31537973e-03, 4.99463111e-01],\n [1.00000000e+01, 1.06890006e-02, 2.55236804e-01, ...,\n 4.10795927e-01, 8.31570663e-03, 4.99463052e-01],\n [2.00000000e+01, 1.06890053e-02, 2.55236655e-01, ...,\n 4.10795718e-01, 8.31570290e-03, 4.99463052e-01],\n ...,\n [1.07997000e+06, 2.08585355e-02, 3.28253627e-01, ...,\n 5.20599186e-01, 1.05384449e-02, 4.99202818e-01],\n [1.07998000e+06, 2.08585113e-02, 3.28253478e-01, ...,\n 5.20598888e-01, 1.05384393e-02, 4.99202818e-01],\n [1.07999000e+06, 2.08584871e-02, 3.28253388e-01, ...,\n 5.20598769e-01, 1.05384365e-02, 4.99202818e-01]]), 8776789: array([[0.00000000e+00, 4.97920178e-02, 4.86538678e-01, ...,\n 7.87982702e-01, 2.18884096e-01, 4.96299475e-01],\n [1.00000000e+01, 4.97928932e-02, 4.86553043e-01, ...,\n 7.88004935e-01, 2.18890265e-01, 4.96299356e-01],\n [2.00000000e+01, 4.97935042e-02, 4.86555159e-01, ...,\n 7.88008153e-01, 2.18891159e-01, 4.96299326e-01],\n ...,\n [1.07997000e+06, 8.77193883e-02, 6.03742838e-01, ...,\n 9.67884839e-01, 2.68856913e-01, 4.94832784e-01],\n [1.07998000e+06, 8.77191350e-02, 6.03742182e-01, ...,\n 9.67883945e-01, 2.68856674e-01, 4.94832814e-01],\n [1.07999000e+06, 8.77188891e-02, 6.03741527e-01, ...,\n 9.67882752e-01, 2.68856347e-01, 4.94832814e-01]]), 8776791: array([[0.00000000e+00, 6.95235431e-02, 2.13563681e-01, ...,\n 3.40915471e-01, 3.62676047e-02, 4.60611582e-01],\n [1.00000000e+01, 6.95245489e-02, 2.13571966e-01, ...,\n 3.40927929e-01, 3.62689309e-02, 4.60612357e-01],\n [2.00000000e+01, 6.95255250e-02, 2.13572979e-01, ...,\n 3.40929419e-01, 3.62690873e-02, 4.60612029e-01],\n ...,\n [1.07997000e+06, 2.04282284e-01, 3.16580057e-01, ...,\n 4.90690708e-01, 5.22011407e-02, 4.26125407e-01],\n [1.07998000e+06, 2.04281002e-01, 3.16579282e-01, ...,\n 4.90689635e-01, 5.22010252e-02, 4.26125675e-01],\n [1.07999000e+06, 2.04279706e-01, 3.16578597e-01, ...,\n 4.90688622e-01, 5.22009172e-02, 4.26125944e-01]]), 8776793: array([[0.00000000e+00, 9.14108694e-01, 4.03542757e-01, ...,\n 6.07532084e-01, 6.63244631e-03, 4.70495969e-01],\n [1.00000000e+01, 9.14086163e-01, 4.03537512e-01, ...,\n 6.07525170e-01, 6.63237087e-03, 4.70505118e-01],\n [2.00000000e+01, 9.14063752e-01, 4.03534174e-01, ...,\n 6.07520700e-01, 6.63232198e-03, 4.70505506e-01],\n ...,\n [1.07997000e+06, 9.89911139e-01, 4.14448231e-01, ...,\n 6.22061074e-01, 6.79105939e-03, 4.69178051e-01],\n [1.07998000e+06, 9.89904046e-01, 4.14447248e-01, ...,\n 6.22059762e-01, 6.79104542e-03, 4.69178140e-01],\n [1.07999000e+06, 9.89897013e-01, 4.14446294e-01, ...,\n 6.22058511e-01, 6.79103145e-03, 4.69178289e-01]]), 8776795: array([[0.00000000e+00, 8.23701732e-04, 8.42881575e-02, ...,\n 1.39615253e-01, 2.09318218e-03, 4.99961495e-01],\n [1.00000000e+01, 8.23705632e-04, 8.42890069e-02, ...,\n 1.39616638e-01, 2.09320290e-03, 4.99961495e-01],\n [2.00000000e+01, 8.23709532e-04, 8.42893124e-02, ...,\n 1.39617130e-01, 2.09321035e-03, 4.99961495e-01],\n ...,\n [1.07997000e+06, 6.47152402e-03, 2.08937332e-01, ...,\n 3.40147525e-01, 5.09966305e-03, 4.99743283e-01],\n [1.07998000e+06, 6.47151377e-03, 2.08937198e-01, ...,\n 3.40147287e-01, 5.09965932e-03, 4.99743283e-01],\n [1.07999000e+06, 6.47150353e-03, 2.08937064e-01, ...,\n 3.40147108e-01, 5.09965653e-03, 4.99743283e-01]]), 8776797: array([[0.00000000e+00, 2.16078777e-02, 1.99894160e-01, ...,\n 3.21906924e-01, 1.32471987e-03, 4.99558419e-01],\n [1.00000000e+01, 2.16080062e-02, 1.99874565e-01, ...,\n 3.21876943e-01, 1.32459647e-03, 4.99558419e-01],\n [2.00000000e+01, 2.16081329e-02, 1.99875340e-01, ...,\n 3.21878105e-01, 1.32460124e-03, 4.99558419e-01],\n ...,\n [1.07997000e+06, 4.33341414e-02, 2.59614319e-01, ...,\n 4.11852419e-01, 1.69486587e-03, 4.99334604e-01],\n [1.07998000e+06, 4.33339812e-02, 2.59613961e-01, ...,\n 4.11851823e-01, 1.69486343e-03, 4.99334604e-01],\n [1.07999000e+06, 4.33338210e-02, 2.59613603e-01, ...,\n 4.11851317e-01, 1.69486133e-03, 4.99334604e-01]]), 8776799: array([[0.00000000e+00, 8.14664066e-01, 3.25569868e-01, ...,\n 4.88362491e-01, 3.98988975e-03, 4.60571915e-01],\n [1.00000000e+01, 8.14664841e-01, 3.25564414e-01, ...,\n 4.88355309e-01, 3.98983108e-03, 4.60616678e-01],\n [2.00000000e+01, 8.14665616e-01, 3.25564474e-01, ...,\n 4.88355368e-01, 3.98983154e-03, 4.60616678e-01],\n ...,\n [1.07997000e+06, 1.37629521e+00, 3.86619866e-01, ...,\n 5.68212152e-01, 4.64225654e-03, 4.47461843e-01],\n [1.07998000e+06, 1.37628734e+00, 4.56493556e-01, ...,\n 2.92581141e-01, 2.39036884e-03, 4.69719470e-01],\n [1.07999000e+06, 1.37627268e+00, 3.86617988e-01, ...,\n 5.68209648e-01, 4.64223605e-03, 4.47462201e-01]]), 8776801: array([[0.00000000e+00, 8.78372639e-02, 4.50957537e-01, ...,\n 7.08999753e-01, 6.38738498e-02, 4.92871881e-01],\n [1.00000000e+01, 8.78374279e-02, 4.50944334e-01, ...,\n 7.08980560e-01, 6.38721213e-02, 4.92871672e-01],\n [2.00000000e+01, 8.78375694e-02, 4.50944811e-01, ...,\n 7.08981335e-01, 6.38721883e-02, 4.92871672e-01],\n ...,\n [1.07997000e+06, 7.37359971e-02, 4.22954917e-01, ...,\n 6.68173015e-01, 6.01957664e-02, 4.93567735e-01],\n [1.07998000e+06, 7.37358183e-02, 4.22954500e-01, ...,\n 6.68172419e-01, 6.01957142e-02, 4.93567765e-01],\n [1.07999000e+06, 7.37356320e-02, 4.22954142e-01, ...,\n 6.68171883e-01, 6.01956658e-02, 4.93567765e-01]]), 8776803: array([[0.00000000e+00, 1.83922704e-02, 2.63536185e-01, ...,\n 4.22639102e-01, 4.04052669e-03, 4.99548256e-01],\n [1.00000000e+01, 1.83922760e-02, 2.63525903e-01, ...,\n 4.22623515e-01, 4.04037768e-03, 4.99548286e-01],\n [2.00000000e+01, 1.83922816e-02, 2.63526082e-01, ...,\n 4.22623754e-01, 4.04038001e-03, 4.99548286e-01],\n ...,\n [1.07997000e+06, 2.09395867e-02, 2.76745319e-01, ...,\n 4.42615241e-01, 4.23150323e-03, 4.99512315e-01],\n [1.07998000e+06, 2.09395550e-02, 2.76745170e-01, ...,\n 4.42614973e-01, 4.23150044e-03, 4.99512315e-01],\n [1.07999000e+06, 2.09395252e-02, 2.76744992e-01, ...,\n 4.42614675e-01, 4.23149765e-03, 4.99512315e-01]]), 8776805: array([[0.00000000e+00, 1.34115238e-04, 3.97623181e-02, ...,\n 6.60964921e-02, 2.36058910e-03, 4.99971807e-01],\n [1.00000000e+01, 1.34115297e-04, 3.97700667e-02, ...,\n 6.61093220e-02, 2.36104731e-03, 4.99971807e-01],\n [2.00000000e+01, 1.34115340e-04, 3.97728868e-02, ...,\n 6.61139935e-02, 2.36121425e-03, 4.99971807e-01],\n ...,\n [1.07997000e+06, 1.54523319e-03, 1.27268180e-01, ...,\n 2.08995596e-01, 7.46412855e-03, 4.99651015e-01],\n [1.07998000e+06, 1.54523284e-03, 1.27268165e-01, ...,\n 2.08995581e-01, 7.46412808e-03, 4.99651015e-01],\n [1.07999000e+06, 1.54523249e-03, 1.27268150e-01, ...,\n 2.08995536e-01, 7.46412668e-03, 4.99651015e-01]]), 8776807: array([[0.00000000e+00, 8.09733942e-02, 3.49916875e-01, ...,\n 5.42742908e-01, 6.16753334e-03, 4.97609496e-01],\n [1.00000000e+01, 8.09734315e-02, 3.49885613e-01, ...,\n 5.42699039e-01, 6.16703462e-03, 4.97609168e-01],\n [2.00000000e+01, 8.09734613e-02, 3.49886298e-01, ...,\n 5.42699933e-01, 6.16704486e-03, 4.97609168e-01],\n ...,\n [1.07997000e+06, 6.45402297e-02, 3.22593749e-01, ...,\n 5.03972173e-01, 5.72695676e-03, 4.97905970e-01],\n [1.07998000e+06, 6.45400807e-02, 3.22593480e-01, ...,\n 5.03971815e-01, 5.72695257e-03, 4.97905970e-01],\n [1.07999000e+06, 6.45399243e-02, 3.22593182e-01, ...,\n 5.03971398e-01, 5.72694791e-03, 4.97905970e-01]]), 8776809: array([[0.00000000e+00, 9.95470822e-01, 6.50799796e-02, ...,\n 5.27311750e-02, 1.05251849e-03, 2.50000000e-01],\n [1.00000000e+01, 9.95457232e-01, 6.50797859e-02, ...,\n 5.27308881e-02, 1.05251267e-03, 2.50000000e-01],\n [2.00000000e+01, 9.95443642e-01, 6.50795847e-02, ...,\n 5.27305976e-02, 1.05250697e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20342803e+00, 6.80133477e-02, ...,\n 5.68930246e-02, 1.13558932e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20341659e+00, 6.80131838e-02, ...,\n 5.68928048e-02, 1.13558490e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20340514e+00, 6.80130348e-02, ...,\n 5.68925887e-02, 1.13558059e-03, 2.50000000e-01]]), 8776811: array([[0.00000000e+00, 7.12223500e-02, 2.82317847e-01, ...,\n 4.46643263e-01, 3.15426034e-03, 4.98449028e-01],\n [1.00000000e+01, 7.12225735e-02, 2.82315433e-01, ...,\n 4.46639717e-01, 3.15423519e-03, 4.98448998e-01],\n [2.00000000e+01, 7.12227970e-02, 2.82315820e-01, ...,\n 4.46640253e-01, 3.15423915e-03, 4.98448998e-01],\n ...,\n [1.07997000e+06, 1.36066586e-01, 3.56992513e-01, ...,\n 5.54257691e-01, 3.91424913e-03, 4.97736365e-01],\n [1.07998000e+06, 1.36065856e-01, 3.56991857e-01, ...,\n 5.54256737e-01, 3.91424261e-03, 4.97736365e-01],\n [1.07999000e+06, 1.36065125e-01, 3.56991112e-01, ...,\n 5.54255784e-01, 3.91423563e-03, 4.97736365e-01]]), 8776813: array([[0.00000000e+00, 1.61543749e-02, 2.75658667e-01, ...,\n 4.33674872e-01, 1.30232694e-02, 4.98100191e-01],\n [1.00000000e+01, 1.61543731e-02, 2.75668174e-01, ...,\n 4.33688670e-01, 1.30236838e-02, 4.98100162e-01],\n [2.00000000e+01, 1.61543731e-02, 2.75668025e-01, ...,\n 4.33688432e-01, 1.30236773e-02, 4.98100162e-01],\n ...,\n [1.07997000e+06, 1.05433981e-03, 9.60457027e-02, ...,\n 1.58046186e-01, 4.74613160e-03, 4.99617398e-01],\n [1.07998000e+06, 1.05433888e-03, 9.60456803e-02, ...,\n 1.58046141e-01, 4.74613067e-03, 4.99617398e-01],\n [1.07999000e+06, 1.05433795e-03, 9.60456431e-02, ...,\n 1.58046082e-01, 4.74612880e-03, 4.99617398e-01]]), 8776815: array([[0.00000000e+00, 5.57679348e-02, 3.06524783e-01, ...,\n 4.75638539e-01, 1.18909637e-02, 4.94631082e-01],\n [1.00000000e+01, 5.57679459e-02, 3.06491703e-01, ...,\n 4.75591928e-01, 1.18897986e-02, 4.94630307e-01],\n [2.00000000e+01, 5.57679571e-02, 3.06492329e-01, ...,\n 4.75592762e-01, 1.18898191e-02, 4.94630307e-01],\n ...,\n [1.07997000e+06, 5.92711009e-02, 3.13199192e-01, ...,\n 4.85022187e-01, 1.21255545e-02, 4.94435728e-01],\n [1.07998000e+06, 5.92710637e-02, 3.13199133e-01, ...,\n 4.85022098e-01, 1.21255526e-02, 4.94435728e-01],\n [1.07999000e+06, 5.92710264e-02, 3.13199013e-01, ...,\n 4.85021949e-01, 1.21255489e-02, 4.94435728e-01]]), 8776817: array([[0.00000000e+00, 6.86516427e-03, 2.26909131e-01, ...,\n 3.66950721e-01, 7.15303561e-03, 4.99612927e-01],\n [1.00000000e+01, 6.86517917e-03, 2.26905495e-01, ...,\n 3.66945058e-01, 7.15292525e-03, 4.99612957e-01],\n [2.00000000e+01, 6.86519360e-03, 2.26905718e-01, ...,\n 3.66945416e-01, 7.15293223e-03, 4.99612957e-01],\n ...,\n [1.07997000e+06, 8.18168838e-03, 2.42719293e-01, ...,\n 3.91325951e-01, 7.62818614e-03, 4.99570787e-01],\n [1.07998000e+06, 8.18167534e-03, 2.42719144e-01, ...,\n 3.91325742e-01, 7.62818195e-03, 4.99570787e-01],\n [1.07999000e+06, 8.18166230e-03, 2.42719010e-01, ...,\n 3.91325474e-01, 7.62817683e-03, 4.99570787e-01]]), 8776819: array([[0.00000000e+00, 7.79018970e-03, 2.31305361e-01, ...,\n 3.64363343e-01, 3.25324424e-02, 4.95593101e-01],\n [1.00000000e+01, 7.79019017e-03, 2.31309950e-01, ...,\n 3.64370048e-01, 3.25330421e-02, 4.95592952e-01],\n [2.00000000e+01, 7.79019063e-03, 2.31309861e-01, ...,\n 3.64369899e-01, 3.25330272e-02, 4.95592952e-01],\n ...,\n [1.07997000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07998000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07999000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01]]), 8776821: array([[0.00000000e+00, 3.13761495e-02, 2.01040506e-01, ...,\n 3.19146454e-01, 2.81682657e-03, 4.97813195e-01],\n [1.00000000e+01, 3.13762650e-02, 2.01023430e-01, ...,\n 3.19121152e-01, 2.81660329e-03, 4.97813076e-01],\n [2.00000000e+01, 3.13763805e-02, 2.01024011e-01, ...,\n 3.19122046e-01, 2.81661120e-03, 4.97813076e-01],\n ...,\n [1.07997000e+06, 6.44306019e-02, 2.61310726e-01, ...,\n 4.06483442e-01, 3.58767388e-03, 4.96665150e-01],\n [1.07998000e+06, 6.44303858e-02, 2.61310458e-01, ...,\n 4.06483024e-01, 3.58767016e-03, 4.96665150e-01],\n [1.07999000e+06, 6.44301623e-02, 2.61310101e-01, ...,\n 4.06482577e-01, 3.58766620e-03, 4.96665180e-01]]), 8776823: array([[0.00000000e+00, 4.60426230e-03, 1.08705133e-01, ...,\n 1.74665868e-01, 2.03099847e-02, 4.81666148e-01],\n [1.00000000e+01, 4.60427999e-03, 1.08684696e-01, ...,\n 1.74634710e-01, 2.03063618e-02, 4.81673181e-01],\n [2.00000000e+01, 4.60429816e-03, 1.08685121e-01, ...,\n 1.74635351e-01, 2.03064363e-02, 4.81673032e-01],\n ...,\n [1.07997000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07998000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07999000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01]]), 8776825: array([[0.00000000e+00, 1.05988728e-02, 2.07834318e-01, ...,\n 3.34955752e-01, 9.93933994e-03, 4.98631060e-01],\n [1.00000000e+01, 1.05989259e-02, 2.07835928e-01, ...,\n 3.34958196e-01, 9.93941259e-03, 4.98631030e-01],\n [2.00000000e+01, 1.05989790e-02, 2.07836285e-01, ...,\n 3.34958762e-01, 9.93942935e-03, 4.98631030e-01],\n ...,\n [1.07997000e+06, 1.04961963e-02, 2.07063973e-01, ...,\n 3.33773077e-01, 9.90424585e-03, 4.98638898e-01],\n [1.07998000e+06, 1.04961451e-02, 2.07063571e-01, ...,\n 3.33772480e-01, 9.90422815e-03, 4.98638898e-01],\n [1.07999000e+06, 1.04960939e-02, 2.07063198e-01, ...,\n 3.33771884e-01, 9.90421046e-03, 4.98638898e-01]]), 8776827: array([[0.00000000e+00, 1.61652721e-03, 1.69318557e-01, ...,\n 2.77491540e-01, 3.90833169e-02, 4.99280661e-01],\n [1.00000000e+01, 1.61654118e-03, 1.69320881e-01, ...,\n 2.77495235e-01, 3.90838385e-02, 4.99280721e-01],\n [2.00000000e+01, 1.61655445e-03, 1.69321463e-01, ...,\n 2.77496189e-01, 3.90839726e-02, 4.99280721e-01],\n ...,\n [1.07997000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07998000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07999000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01]]), 8776829: array([[0.00000000e+00, 1.00865173e+00, 4.61143196e-01, ...,\n 6.99438930e-01, 2.96749664e-03, 4.92498785e-01],\n [1.00000000e+01, 1.00865388e+00, 4.61143345e-01, ...,\n 6.99439228e-01, 2.96749780e-03, 4.92498904e-01],\n [2.00000000e+01, 1.00865591e+00, 4.61143643e-01, ...,\n 6.99439704e-01, 2.96749990e-03, 4.92498875e-01],\n ...,\n [1.07997000e+06, 1.58105671e+00, 5.36107183e-01, ...,\n 7.99407780e-01, 3.39163258e-03, 4.90386337e-01],\n [1.07998000e+06, 1.58104420e+00, 5.36105812e-01, ...,\n 7.99405932e-01, 3.39162466e-03, 4.90386367e-01],\n [1.07999000e+06, 1.58103180e+00, 5.36104500e-01, ...,\n 7.99404263e-01, 3.39161768e-03, 4.90386426e-01]]), 8776831: array([[0.00000000e+00, 3.40047963e-02, 3.14527303e-01, ...,\n 4.95125115e-01, 6.36407593e-03, 4.98861700e-01],\n [1.00000000e+01, 3.40048075e-02, 3.14528078e-01, ...,\n 4.95126247e-01, 6.36409083e-03, 4.98861700e-01],\n [2.00000000e+01, 3.40048186e-02, 3.14528137e-01, ...,\n 4.95126367e-01, 6.36409223e-03, 4.98861700e-01],\n ...,\n [1.07997000e+06, 4.22432534e-02, 3.40341896e-01, ...,\n 5.32380283e-01, 6.84293453e-03, 4.98706669e-01],\n [1.07998000e+06, 4.22432311e-02, 3.40341836e-01, ...,\n 5.32380223e-01, 6.84293360e-03, 4.98706669e-01],\n [1.07999000e+06, 4.22432087e-02, 3.40341747e-01, ...,\n 5.32380164e-01, 6.84293266e-03, 4.98706669e-01]]), 8776833: array([[0.00000000e+00, 1.07164681e+00, 6.60823807e-02, ...,\n 5.35310470e-02, 6.48075656e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07164907e+00, 6.60824105e-02, ...,\n 5.35310917e-02, 6.48076180e-04, 2.50000000e-01],\n [2.00000000e+01, 1.07165134e+00, 6.60824478e-02, ...,\n 5.35311438e-02, 6.48076821e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.40116870e+00, 7.03724027e-02, ...,\n 5.96151687e-02, 7.21733319e-04, 2.50000000e-01],\n [1.07998000e+06, 1.40115476e+00, 7.03722388e-02, ...,\n 5.96149303e-02, 7.21730408e-04, 2.50000000e-01],\n [1.07999000e+06, 1.40114069e+00, 7.03720599e-02, ...,\n 5.96146807e-02, 7.21727381e-04, 2.50000000e-01]]), 8776835: array([[0.00000000e+00, 1.63375400e-02, 2.50480324e-01, ...,\n 4.05254751e-01, 5.98603766e-03, 4.99495268e-01],\n [1.00000000e+01, 1.63375512e-02, 2.50482529e-01, ...,\n 4.05258238e-01, 5.98608935e-03, 4.99495238e-01],\n [2.00000000e+01, 1.63375624e-02, 2.50482559e-01, ...,\n 4.05258268e-01, 5.98608982e-03, 4.99495238e-01],\n ...,\n [1.07997000e+06, 3.24711204e-02, 3.25161517e-01, ...,\n 5.19197404e-01, 7.66909029e-03, 4.99243081e-01],\n [1.07998000e+06, 3.24711129e-02, 3.25161487e-01, ...,\n 5.19197345e-01, 7.66908936e-03, 4.99243081e-01],\n [1.07999000e+06, 3.24711055e-02, 3.25161457e-01, ...,\n 5.19197226e-01, 7.66908750e-03, 4.99243081e-01]]), 8776837: array([[0.00000000e+00, 2.80007673e-03, 1.50089428e-01, ...,\n 2.44561136e-01, 8.64173658e-03, 4.99330640e-01],\n [1.00000000e+01, 2.80007999e-03, 1.50090411e-01, ...,\n 2.44562700e-01, 8.64179153e-03, 4.99330312e-01],\n [2.00000000e+01, 2.80008349e-03, 1.50090471e-01, ...,\n 2.44562775e-01, 8.64179432e-03, 4.99330312e-01],\n ...,\n [1.07997000e+06, 9.54046627e-05, 3.16896476e-02, ...,\n 5.26971221e-02, 1.86208915e-03, 4.99970675e-01],\n [1.07998000e+06, 9.54044444e-05, 3.16896178e-02, ...,\n 5.26970662e-02, 1.86208717e-03, 4.99970675e-01],\n [1.07999000e+06, 9.54042334e-05, 3.16895768e-02, ...,\n 5.26969992e-02, 1.86208484e-03, 4.99970675e-01]]), 8776839: array([[0.00000000e+00, 9.46592167e-03, 2.31569663e-01, ...,\n 3.78541857e-01, 6.17523445e-03, 4.99769866e-01],\n [1.00000000e+01, 9.46592633e-03, 2.31568903e-01, ...,\n 3.78540576e-01, 6.17521349e-03, 4.99769896e-01],\n [2.00000000e+01, 9.46593098e-03, 2.31568947e-01, ...,\n 3.78540635e-01, 6.17521442e-03, 4.99769896e-01],\n ...,\n [1.07997000e+06, 2.70267371e-02, 3.47516805e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07998000e+06, 2.70267352e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07999000e+06, 2.70267334e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01]]), 8776841: array([[0.00000000e+00, 1.08944452e+00, 6.79706812e-01, ...,\n 1.05521011e+00, 2.96407342e-02, 4.88767713e-01],\n [1.00000000e+01, 1.08944917e+00, 6.79664195e-01, ...,\n 1.05514991e+00, 2.96390429e-02, 4.88766015e-01],\n [2.00000000e+01, 1.08945370e+00, 6.79666102e-01, ...,\n 1.05515254e+00, 2.96391174e-02, 4.88766044e-01],\n ...,\n [1.07997000e+06, 1.43569958e+00, 7.51511633e-01, ...,\n 1.15579987e+00, 3.24662887e-02, 4.87220436e-01],\n [1.07998000e+06, 1.43568552e+00, 7.51509130e-01, ...,\n 1.15579641e+00, 3.24661918e-02, 4.87220496e-01],\n [1.07999000e+06, 1.43567157e+00, 7.51506567e-01, ...,\n 1.15579295e+00, 3.24660949e-02, 4.87220556e-01]]), 8776843: array([[0.00000000e+00, 7.18424261e-01, 4.57934916e-01, ...,\n 6.88651562e-01, 2.02128431e-03, 4.95526582e-01],\n [1.00000000e+01, 7.18413115e-01, 4.57929224e-01, ...,\n 6.88643992e-01, 2.02126219e-03, 4.95528638e-01],\n [2.00000000e+01, 7.18402028e-01, 4.57926899e-01, ...,\n 6.88640833e-01, 2.02125288e-03, 4.95528698e-01],\n ...,\n [1.07997000e+06, 6.36171937e-01, 4.39569056e-01, ...,\n 6.64093256e-01, 1.94920250e-03, 4.95821267e-01],\n [1.07998000e+06, 6.36167049e-01, 4.39567834e-01, ...,\n 6.64091706e-01, 1.94919796e-03, 4.95821297e-01],\n [1.07999000e+06, 6.36162102e-01, 4.39566731e-01, ...,\n 6.64090216e-01, 1.94919354e-03, 4.95821297e-01]]), 8776845: array([[0.00000000e+00, 1.04748368e+00, 3.97355348e-01, ...,\n 5.97938597e-01, 7.95131084e-03, 4.57139164e-01],\n [1.00000000e+01, 1.04748654e+00, 3.97357672e-01, ...,\n 5.97941637e-01, 7.95135181e-03, 4.57126141e-01],\n [2.00000000e+01, 1.04748940e+00, 3.97358030e-01, ...,\n 5.97942173e-01, 7.95135926e-03, 4.57126081e-01],\n ...,\n [1.07997000e+06, 1.65715694e+00, 4.62212771e-01, ...,\n 6.83341742e-01, 9.08699166e-03, 4.44951206e-01],\n [1.07998000e+06, 1.65714371e+00, 4.62211609e-01, ...,\n 6.83340192e-01, 9.08697117e-03, 4.44951445e-01],\n [1.07999000e+06, 1.65713060e+00, 4.62210357e-01, ...,\n 6.83338583e-01, 9.08694975e-03, 4.44951683e-01]]), 8776847: array([[0.00000000e+00, 5.01268916e-02, 3.24237272e-02, ...,\n 2.32833903e-02, 2.56142899e-04, 2.50000000e-01],\n [1.00000000e+01, 5.01268767e-02, 3.24348770e-02, ...,\n 2.32993532e-02, 2.56318512e-04, 2.50000000e-01],\n [2.00000000e+01, 5.01268618e-02, 3.24348882e-02, ...,\n 2.32993700e-02, 2.56318686e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.07583337e-02, 3.36041190e-02, ...,\n 2.49921214e-02, 2.74940830e-04, 2.50000000e-01],\n [1.07998000e+06, 6.07577525e-02, 3.36040594e-02, ...,\n 2.49920301e-02, 2.74939812e-04, 2.50000000e-01],\n [1.07999000e+06, 6.07571714e-02, 3.36039998e-02, ...,\n 2.49919407e-02, 2.74938822e-04, 2.50000000e-01]]), 8776849: array([[0.00000000e+00, 2.39801779e-01, 3.25266093e-01, ...,\n 5.04987895e-01, 2.08414323e-03, 4.96467769e-01],\n [1.00000000e+01, 2.39805117e-01, 3.25406939e-01, ...,\n 5.05186856e-01, 2.08496419e-03, 4.96469676e-01],\n [2.00000000e+01, 2.39808485e-01, 3.25405806e-01, ...,\n 5.05185246e-01, 2.08495767e-03, 4.96469587e-01],\n ...,\n [1.07997000e+06, 3.41142535e-01, 3.68397534e-01, ...,\n 5.65217137e-01, 2.33271602e-03, 4.95676517e-01],\n [1.07998000e+06, 3.41140300e-01, 3.68396670e-01, ...,\n 5.65216064e-01, 2.33271159e-03, 4.95676517e-01],\n [1.07999000e+06, 3.41138095e-01, 3.68395865e-01, ...,\n 5.65214932e-01, 2.33270694e-03, 4.95676547e-01]]), 8776851: array([[0.00000000e+00, 3.88052538e-02, 2.42198452e-01, ...,\n 3.85037243e-01, 2.42009573e-03, 4.98945713e-01],\n [1.00000000e+01, 3.88053246e-02, 2.42212772e-01, ...,\n 3.85058582e-01, 2.42022984e-03, 4.98945713e-01],\n [2.00000000e+01, 3.88053954e-02, 2.42212683e-01, ...,\n 3.85058433e-01, 2.42022891e-03, 4.98945713e-01],\n ...,\n [1.07997000e+06, 6.32744879e-02, 2.89921254e-01, ...,\n 4.54977781e-01, 2.85969675e-03, 4.98594999e-01],\n [1.07998000e+06, 6.32743090e-02, 2.89920986e-01, ...,\n 4.54977363e-01, 2.85969418e-03, 4.98594999e-01],\n [1.07999000e+06, 6.32741302e-02, 2.89920658e-01, ...,\n 4.54976916e-01, 2.85969139e-03, 4.98594999e-01]]), 8776853: array([[0.00000000e+00, 4.07063849e-02, 1.28733113e-01, ...,\n 1.98771894e-01, 5.74485213e-03, 4.33458865e-01],\n [1.00000000e+01, 4.07065116e-02, 1.28709644e-01, ...,\n 1.98739111e-01, 5.74390497e-03, 4.33435708e-01],\n [2.00000000e+01, 4.07066420e-02, 1.28710255e-01, ...,\n 1.98739976e-01, 5.74392965e-03, 4.33435977e-01],\n ...,\n [1.07997000e+06, 8.85029510e-02, 1.68021306e-01, ...,\n 2.52098501e-01, 7.28608388e-03, 3.96084696e-01],\n [1.07998000e+06, 8.85026380e-02, 1.68021113e-01, ...,\n 2.52098203e-01, 7.28607504e-03, 3.96084905e-01],\n [1.07999000e+06, 8.85023251e-02, 1.68020919e-01, ...,\n 2.52097964e-01, 7.28606805e-03, 3.96085083e-01]]), 8776855: array([[0.00000000e+00, 3.58673781e-02, 2.17172310e-01, ...,\n 3.47400188e-01, 1.66698743e-03, 4.99157250e-01],\n [1.00000000e+01, 3.58676426e-02, 2.17204452e-01, ...,\n 3.47448677e-01, 1.66722015e-03, 4.99157250e-01],\n [2.00000000e+01, 3.58679108e-02, 2.17204571e-01, ...,\n 3.47448826e-01, 1.66722084e-03, 4.99157250e-01],\n ...,\n [1.07997000e+06, 7.43351728e-02, 2.84464598e-01, ...,\n 4.46859419e-01, 2.14423914e-03, 4.98706907e-01],\n [1.07998000e+06, 7.43348524e-02, 2.84464180e-01, ...,\n 4.46858764e-01, 2.14423588e-03, 4.98706907e-01],\n [1.07999000e+06, 7.43345320e-02, 2.84463674e-01, ...,\n 4.46858078e-01, 2.14423263e-03, 4.98706907e-01]]), 8776857: array([[0.00000000e+00, 3.23712756e-03, 1.19256824e-01, ...,\n 1.95752487e-01, 3.65209859e-03, 4.99519765e-01],\n [1.00000000e+01, 3.23716225e-03, 1.19256943e-01, ...,\n 1.95752665e-01, 3.65210185e-03, 4.99519527e-01],\n [2.00000000e+01, 3.23719694e-03, 1.19257450e-01, ...,\n 1.95753470e-01, 3.65211675e-03, 4.99519527e-01],\n ...,\n [1.07997000e+06, 2.53423676e-02, 2.63758034e-01, ...,\n 4.19236004e-01, 7.82156736e-03, 4.98388141e-01],\n [1.07998000e+06, 2.53423490e-02, 2.63757914e-01, ...,\n 4.19235885e-01, 7.82156456e-03, 4.98388141e-01],\n [1.07999000e+06, 2.53423285e-02, 2.63757825e-01, ...,\n 4.19235796e-01, 7.82156270e-03, 4.98388141e-01]]), 8776859: array([[0.00000000e+00, 1.01857621e-03, 1.19229972e-01, ...,\n 1.95546359e-01, 7.29650585e-03, 4.99676645e-01],\n [1.00000000e+01, 1.01857702e-03, 1.19223177e-01, ...,\n 1.95535466e-01, 7.29609933e-03, 4.99676496e-01],\n [2.00000000e+01, 1.01857784e-03, 1.19223073e-01, ...,\n 1.95535317e-01, 7.29609374e-03, 4.99676466e-01],\n ...,\n [1.07997000e+06, 3.75449250e-04, 7.27587268e-02, ...,\n 1.20328456e-01, 4.48986748e-03, 4.99914289e-01],\n [1.07998000e+06, 3.75447795e-04, 7.27586001e-02, ...,\n 1.20328240e-01, 4.48985957e-03, 4.99914289e-01],\n [1.07999000e+06, 3.75446340e-04, 7.27584809e-02, ...,\n 1.20328054e-01, 4.48985258e-03, 4.99914289e-01]]), 8776861: array([[0.00000000e+00, 1.84400606e+00, 3.33319783e-01, ...,\n 2.11548790e-01, 1.39360200e-03, 3.86260033e-01],\n [1.00000000e+01, 1.84373415e+00, 2.78316289e-01, ...,\n 4.01891410e-01, 2.64750607e-03, 3.19054246e-01],\n [2.00000000e+01, 1.84357679e+00, 3.33250135e-01, ...,\n 2.11466819e-01, 1.39306206e-03, 3.85511518e-01],\n ...,\n [1.07997000e+06, 2.32217669e+00, 3.45709831e-01, ...,\n 2.26630762e-01, 1.49295630e-03, 3.67107213e-01],\n [1.07998000e+06, 2.32215643e+00, 3.45709354e-01, ...,\n 2.26630121e-01, 1.49295200e-03, 3.67108047e-01],\n [1.07999000e+06, 2.32213616e+00, 3.45708847e-01, ...,\n 2.26629511e-01, 1.49294804e-03, 3.67108881e-01]]), 8776863: array([[0.00000000e+00, 7.22714141e-03, 1.45472541e-01, ...,\n 2.37718105e-01, 4.47680056e-03, 4.99166399e-01],\n [1.00000000e+01, 7.22715119e-03, 1.45465657e-01, ...,\n 2.37707213e-01, 4.47659520e-03, 4.99166638e-01],\n [2.00000000e+01, 7.22716050e-03, 1.45465791e-01, ...,\n 2.37707421e-01, 4.47659893e-03, 4.99166638e-01],\n ...,\n [1.07997000e+06, 1.77122913e-02, 2.05828324e-01, ...,\n 3.32089454e-01, 6.25403831e-03, 4.98587430e-01],\n [1.07998000e+06, 1.77122839e-02, 2.05828309e-01, ...,\n 3.32089424e-01, 6.25403784e-03, 4.98587430e-01],\n [1.07999000e+06, 1.77122764e-02, 2.05828249e-01, ...,\n 3.32089365e-01, 6.25403691e-03, 4.98587430e-01]]), 8776865: array([[0.00000000e+00, 1.97624052e+00, 7.59820193e-02, ...,\n 6.57948032e-02, 4.49111278e-04, 2.50000000e-01],\n [1.00000000e+01, 1.97619784e+00, 7.59816170e-02, ...,\n 6.57942295e-02, 4.49107349e-04, 2.50000000e-01],\n [2.00000000e+01, 1.97615492e+00, 7.59811997e-02, ...,\n 6.57936409e-02, 4.49103332e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.46944594e+00, 8.04182664e-02, ...,\n 7.21201450e-02, 4.92287683e-04, 2.50000000e-01],\n [1.07998000e+06, 2.46942425e+00, 8.04180801e-02, ...,\n 7.21198916e-02, 4.92285937e-04, 2.50000000e-01],\n [1.07999000e+06, 2.46940255e+00, 8.04178938e-02, ...,\n 7.21196160e-02, 4.92284074e-04, 2.50000000e-01]]), 8776867: array([[0.00000000e+00, 7.60204196e-02, 2.82245576e-01, ...,\n 4.50873613e-01, 1.30991754e-03, 4.99496520e-01],\n [1.00000000e+01, 7.60209635e-02, 2.82236874e-01, ...,\n 4.50860530e-01, 1.30987947e-03, 4.99496520e-01],\n [2.00000000e+01, 7.60215074e-02, 2.82237828e-01, ...,\n 4.50861961e-01, 1.30988366e-03, 4.99496520e-01],\n ...,\n [1.07997000e+06, 1.99340254e-01, 4.01981890e-01, ...,\n 6.25935197e-01, 1.81852176e-03, 4.99115199e-01],\n [1.07998000e+06, 1.99339390e-01, 4.01981235e-01, ...,\n 6.25934303e-01, 1.81851909e-03, 4.99115199e-01],\n [1.07999000e+06, 1.99338526e-01, 4.01980639e-01, ...,\n 6.25933468e-01, 1.81851676e-03, 4.99115199e-01]]), 8776869: array([[0.00000000e+00, 3.03205431e-01, 3.81962657e-01, ...,\n 5.94439030e-01, 3.73156951e-03, 4.96044546e-01],\n [1.00000000e+01, 3.03206712e-01, 3.81853908e-01, ...,\n 5.94284475e-01, 3.73059930e-03, 4.96041924e-01],\n [2.00000000e+01, 3.03207964e-01, 3.81856710e-01, ...,\n 5.94288409e-01, 3.73062398e-03, 4.96041954e-01],\n ...,\n [1.07997000e+06, 4.21011299e-01, 4.28912103e-01, ...,\n 6.60403430e-01, 4.14565857e-03, 4.95218366e-01],\n [1.07998000e+06, 4.21008140e-01, 4.28911000e-01, ...,\n 6.60401881e-01, 4.14564880e-03, 4.95218396e-01],\n [1.07999000e+06, 4.21005011e-01, 4.28909868e-01, ...,\n 6.60400331e-01, 4.14563902e-03, 4.95218426e-01]]), 8776871: array([[0.00000000e+00, 1.48736173e-03, 1.69738054e-01, ...,\n 2.80338258e-01, 7.45580485e-03, 4.99972969e-01],\n [1.00000000e+01, 1.48737023e-03, 1.69746310e-01, ...,\n 2.80351669e-01, 7.45616155e-03, 4.99972969e-01],\n [2.00000000e+01, 1.48737885e-03, 1.69748023e-01, ...,\n 2.80354470e-01, 7.45623605e-03, 4.99972969e-01],\n ...,\n [1.07997000e+06, 1.45795979e-02, 4.49011117e-01, ...,\n 7.20827639e-01, 1.91709474e-02, 4.99806046e-01],\n [1.07998000e+06, 1.45795709e-02, 4.49010819e-01, ...,\n 7.20827222e-01, 1.91709381e-02, 4.99806046e-01],\n [1.07999000e+06, 1.45795429e-02, 4.49010521e-01, ...,\n 7.20826685e-01, 1.91709232e-02, 4.99806046e-01]]), 8776873: array([[0.00000000e+00, 2.01433444e+00, 7.60610521e-01, ...,\n 1.15968192e+00, 1.29428785e-02, 4.92142171e-01],\n [1.00000000e+01, 2.01427794e+00, 7.60604978e-01, ...,\n 1.15967453e+00, 1.29427966e-02, 4.92141217e-01],\n [2.00000000e+01, 2.01422191e+00, 7.60597706e-01, ...,\n 1.15966451e+00, 1.29426848e-02, 4.92141336e-01],\n ...,\n [1.07997000e+06, 2.54610682e+00, 8.23934615e-01, ...,\n 1.24551845e+00, 1.39008760e-02, 4.91043657e-01],\n [1.07998000e+06, 2.54608488e+00, 8.23932052e-01, ...,\n 1.24551523e+00, 1.39008397e-02, 4.91043717e-01],\n [1.07999000e+06, 2.54606295e+00, 8.23929727e-01, ...,\n 1.24551189e+00, 1.39008025e-02, 4.91043746e-01]]), 8776877: array([[0.00000000e+00, 4.15589437e-02, 2.82080799e-01, ...,\n 4.50686067e-01, 2.25907797e-03, 4.99512434e-01],\n [1.00000000e+01, 4.15593833e-02, 2.82085985e-01, ...,\n 4.50693816e-01, 2.25911685e-03, 4.99512434e-01],\n [2.00000000e+01, 4.15598191e-02, 2.82087028e-01, ...,\n 4.50695366e-01, 2.25912454e-03, 4.99512434e-01],\n ...,\n [1.07997000e+06, 8.29131529e-02, 3.64133388e-01, ...,\n 5.71705699e-01, 2.86569260e-03, 4.99268323e-01],\n [1.07998000e+06, 8.29129145e-02, 3.64133000e-01, ...,\n 5.71705103e-01, 2.86568981e-03, 4.99268323e-01],\n [1.07999000e+06, 8.29126760e-02, 3.64132643e-01, ...,\n 5.71704566e-01, 2.86568701e-03, 4.99268323e-01]]), 8776879: array([[0.00000000e+00, 2.66864821e-02, 2.58249164e-01, ...,\n 4.13166881e-01, 2.59526935e-03, 4.99505937e-01],\n [1.00000000e+01, 2.66866740e-02, 2.58221418e-01, ...,\n 4.13125008e-01, 2.59500626e-03, 4.99505937e-01],\n [2.00000000e+01, 2.66868658e-02, 2.58222580e-01, ...,\n 4.13126707e-01, 2.59501697e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 4.96208109e-02, 3.25125962e-01, ...,\n 5.12342155e-01, 3.21822963e-03, 4.99288023e-01],\n [1.07998000e+06, 4.96207178e-02, 3.25125724e-01, ...,\n 5.12341857e-01, 3.21822776e-03, 4.99288023e-01],\n [1.07999000e+06, 4.96206246e-02, 3.25125515e-01, ...,\n 5.12341499e-01, 3.21822544e-03, 4.99288023e-01]]), 8776881: array([[0.00000000e+00, 6.90077916e-02, 2.58342236e-01, ...,\n 4.09746647e-01, 1.69737625e-03, 4.98933107e-01],\n [1.00000000e+01, 6.90081269e-02, 2.58326530e-01, ...,\n 4.09723401e-01, 1.69727998e-03, 4.98933047e-01],\n [2.00000000e+01, 6.90084621e-02, 2.58327276e-01, ...,\n 4.09724563e-01, 1.69728475e-03, 4.98933017e-01],\n ...,\n [1.07997000e+06, 1.44835249e-01, 3.38222086e-01, ...,\n 5.25229752e-01, 2.17576511e-03, 4.98354912e-01],\n [1.07998000e+06, 1.44834578e-01, 3.38221520e-01, ...,\n 5.25228918e-01, 2.17576185e-03, 4.98354912e-01],\n [1.07999000e+06, 1.44833907e-01, 3.38220924e-01, ...,\n 5.25228143e-01, 2.17575859e-03, 4.98354912e-01]]), 8776883: array([[0.00000000e+00, 2.38602519e+00, 6.05629265e-01, ...,\n 3.63346756e-01, 1.37683493e-03, 4.87660050e-01],\n [1.00000000e+01, 2.38596129e+00, 4.55149353e-01, ...,\n 6.72798693e-01, 2.54944549e-03, 4.77317750e-01],\n [2.00000000e+01, 2.38589787e+00, 4.55187768e-01, ...,\n 6.72848582e-01, 2.54963455e-03, 4.77132112e-01],\n ...,\n [1.07997000e+06, 3.07207012e+00, 6.26126647e-01, ...,\n 3.81921232e-01, 1.44721952e-03, 4.84869242e-01],\n [1.07998000e+06, 3.07203603e+00, 4.93660986e-01, ...,\n 7.22616076e-01, 2.73821922e-03, 4.73901004e-01],\n [1.07999000e+06, 3.07201767e+00, 6.26125157e-01, ...,\n 3.81919742e-01, 1.44721381e-03, 4.84869450e-01]]), 8776887: array([[0.00000000e+00, 3.76093462e-02, 1.99404463e-01, ...,\n 3.20714593e-01, 1.27217209e-03, 4.99234945e-01],\n [1.00000000e+01, 3.76095772e-02, 1.99347988e-01, ...,\n 3.20628285e-01, 1.27182971e-03, 4.99234825e-01],\n [2.00000000e+01, 3.76098119e-02, 1.99349403e-01, ...,\n 3.20630461e-01, 1.27183832e-03, 4.99234825e-01],\n ...,\n [1.07997000e+06, 1.22330576e-01, 3.08636785e-01, ...,\n 4.82321441e-01, 1.91321468e-03, 4.98471498e-01],\n [1.07998000e+06, 1.22330107e-01, 3.08636367e-01, ...,\n 4.82320815e-01, 1.91321224e-03, 4.98471498e-01],\n [1.07999000e+06, 1.22329645e-01, 3.08635920e-01, ...,\n 4.82320160e-01, 1.91320968e-03, 4.98471498e-01]]), 8776889: array([[0.00000000e+00, 2.48258853e+00, 4.36665297e-01, ...,\n 6.43953383e-01, 4.15990548e-03, 4.53049183e-01],\n [1.00000000e+01, 2.48252368e+00, 4.36690778e-01, ...,\n 6.43986583e-01, 4.16012015e-03, 4.52822387e-01],\n [2.00000000e+01, 2.48245907e+00, 4.36687082e-01, ...,\n 6.43981814e-01, 4.16008895e-03, 4.52822924e-01],\n ...,\n [1.07997000e+06, 3.27188587e+00, 4.76775289e-01, ...,\n 6.95676684e-01, 4.49403515e-03, 4.45717901e-01],\n [1.07998000e+06, 3.27186608e+00, 5.95727503e-01, ...,\n 3.66320282e-01, 2.36641010e-03, 4.67648804e-01],\n [1.07999000e+06, 3.27183032e+00, 4.76772785e-01, ...,\n 6.95673585e-01, 4.49401513e-03, 4.45718348e-01]]), 8776891: array([[0.00000000e+00, 1.14775360e+00, 3.92651677e-01, ...,\n 5.92484474e-01, 1.57743471e-03, 4.90779787e-01],\n [1.00000000e+01, 1.14776051e+00, 3.92656356e-01, ...,\n 5.92490673e-01, 1.57745113e-03, 4.90774304e-01],\n [2.00000000e+01, 1.14776742e+00, 3.92657101e-01, ...,\n 5.92491806e-01, 1.57745415e-03, 4.90774274e-01],\n ...,\n [1.07997000e+06, 1.61412549e+00, 4.39869821e-01, ...,\n 6.55158699e-01, 1.74429896e-03, 4.88877118e-01],\n [1.07998000e+06, 1.61411059e+00, 4.39868569e-01, ...,\n 6.55156910e-01, 1.74429419e-03, 4.88877177e-01],\n [1.07999000e+06, 1.61409581e+00, 4.39867198e-01, ...,\n 6.55155241e-01, 1.74428977e-03, 4.88877237e-01]]), 8776893: array([[0.00000000e+00, 1.03032708e-01, 2.80459017e-01, ...,\n 4.48035538e-01, 1.69646170e-03, 4.99113411e-01],\n [1.00000000e+01, 1.03033602e-01, 2.80405521e-01, ...,\n 4.47955132e-01, 1.69615727e-03, 4.99113202e-01],\n [2.00000000e+01, 1.03034489e-01, 2.80407399e-01, ...,\n 4.47957903e-01, 1.69616775e-03, 4.99113202e-01],\n ...,\n [1.07997000e+06, 3.34076792e-01, 4.30694252e-01, ...,\n 6.66202843e-01, 2.52254005e-03, 4.98239696e-01],\n [1.07998000e+06, 3.34075183e-01, 4.30693477e-01, ...,\n 6.66201770e-01, 2.52253609e-03, 4.98239696e-01],\n [1.07999000e+06, 3.34073544e-01, 4.30692732e-01, ...,\n 6.66200757e-01, 2.52253213e-03, 4.98239696e-01]]), 8776895: array([[0.00000000e+00, 2.35681254e-02, 2.31752649e-01, ...,\n 3.73158455e-01, 4.38494096e-03, 4.99110401e-01],\n [1.00000000e+01, 2.35682279e-02, 2.31735840e-01, ...,\n 3.73132676e-01, 4.38463781e-03, 4.99110430e-01],\n [2.00000000e+01, 2.35683285e-02, 2.31736481e-01, ...,\n 3.73133659e-01, 4.38464945e-03, 4.99110430e-01],\n ...,\n [1.07997000e+06, 7.13107586e-02, 3.49990904e-01, ...,\n 5.48970699e-01, 6.45088963e-03, 4.98293132e-01],\n [1.07998000e+06, 7.13107213e-02, 3.49990875e-01, ...,\n 5.48970640e-01, 6.45088917e-03, 4.98293132e-01],\n [1.07999000e+06, 7.13106841e-02, 3.49990785e-01, ...,\n 5.48970461e-01, 6.45088684e-03, 4.98293132e-01]]), 8776897: array([[0.00000000e+00, 8.44998565e-03, 2.92106688e-01, ...,\n 4.71926093e-01, 1.47939222e-02, 4.99625385e-01],\n [1.00000000e+01, 8.44995771e-03, 2.92104512e-01, ...,\n 4.71922785e-01, 1.47938188e-02, 4.99625415e-01],\n [2.00000000e+01, 8.44992977e-03, 2.92104155e-01, ...,\n 4.71922129e-01, 1.47937983e-02, 4.99625415e-01],\n ...,\n [1.07997000e+06, 9.91392415e-03, 3.10562670e-01, ...,\n 5.00319779e-01, 1.56840067e-02, 4.99588370e-01],\n [1.07998000e+06, 9.91391111e-03, 3.10562551e-01, ...,\n 5.00319541e-01, 1.56839993e-02, 4.99588370e-01],\n [1.07999000e+06, 9.91389714e-03, 3.10562372e-01, ...,\n 5.00319302e-01, 1.56839918e-02, 4.99588370e-01]]), 8776905: array([[0.00000000e+00, 3.22255306e-02, 1.82315052e-01, ...,\n 2.88892597e-01, 1.06997257e-02, 4.86737043e-01],\n [1.00000000e+01, 3.22257169e-02, 1.82254627e-01, ...,\n 2.88803399e-01, 1.06964223e-02, 4.86732066e-01],\n [2.00000000e+01, 3.22259068e-02, 1.82256073e-01, ...,\n 2.88805574e-01, 1.06965024e-02, 4.86732066e-01],\n ...,\n [1.07997000e+06, 8.36676955e-02, 2.57127494e-01, ...,\n 3.95925611e-01, 1.46639114e-02, 4.76829827e-01],\n [1.07998000e+06, 8.36676136e-02, 2.57127345e-01, ...,\n 3.95925462e-01, 1.46639058e-02, 4.76829827e-01],\n [1.07999000e+06, 8.36675391e-02, 2.57127255e-01, ...,\n 3.95925343e-01, 1.46639021e-02, 4.76829827e-01]]), 8776909: array([[0.00000000e+00, 1.98665634e-02, 2.40566015e-01, ...,\n 3.86831343e-01, 3.24522937e-03, 4.99492049e-01],\n [1.00000000e+01, 1.98666248e-02, 2.40545467e-01, ...,\n 3.86800021e-01, 3.24496650e-03, 4.99492079e-01],\n [2.00000000e+01, 1.98666863e-02, 2.40546063e-01, ...,\n 3.86800855e-01, 3.24497349e-03, 4.99492079e-01],\n ...,\n [1.07997000e+06, 2.91172378e-02, 2.77860165e-01, ...,\n 4.43247557e-01, 3.71851958e-03, 4.99363571e-01],\n [1.07998000e+06, 2.91171689e-02, 2.77859896e-01, ...,\n 4.43247199e-01, 3.71851679e-03, 4.99363571e-01],\n [1.07999000e+06, 2.91171018e-02, 2.77859688e-01, ...,\n 4.43246812e-01, 3.71851353e-03, 4.99363571e-01]]), 8776911: array([[0.00000000e+00, 3.18588153e-03, 2.11486280e-01, ...,\n 3.44241828e-01, 8.33515357e-03, 4.99802560e-01],\n [1.00000000e+01, 3.18588270e-03, 2.11486325e-01, ...,\n 3.44241917e-01, 8.33515543e-03, 4.99802589e-01],\n [2.00000000e+01, 3.18588363e-03, 2.11486325e-01, ...,\n 3.44241947e-01, 8.33515637e-03, 4.99802589e-01],\n ...,\n [1.07997000e+06, 6.42380491e-03, 2.77464271e-01, ...,\n 4.46561903e-01, 1.08126374e-02, 4.99701738e-01],\n [1.07998000e+06, 6.42379979e-03, 2.77464211e-01, ...,\n 4.46561813e-01, 1.08126346e-02, 4.99701738e-01],\n [1.07999000e+06, 6.42379420e-03, 2.77464092e-01, ...,\n 4.46561664e-01, 1.08126318e-02, 4.99701738e-01]]), 8776917: array([[0.00000000e+00, 2.15683766e-02, 2.44454667e-01, ...,\n 3.97672713e-01, 2.05728249e-03, 4.99812871e-01],\n [1.00000000e+01, 2.15684790e-02, 2.44455889e-01, ...,\n 3.97674680e-01, 2.05729250e-03, 4.99812871e-01],\n [2.00000000e+01, 2.15685815e-02, 2.44456351e-01, ...,\n 3.97675425e-01, 2.05729646e-03, 4.99812871e-01],\n ...,\n [1.07997000e+06, 6.80820793e-02, 3.78809094e-01, ...,\n 6.03624523e-01, 3.12273414e-03, 4.99631613e-01],\n [1.07998000e+06, 6.80819601e-02, 3.78808826e-01, ...,\n 6.03624165e-01, 3.12273228e-03, 4.99631613e-01],\n [1.07999000e+06, 6.80818483e-02, 3.78808618e-01, ...,\n 6.03623748e-01, 3.12272995e-03, 4.99631613e-01]]), 8776919: array([[0.00000000e+00, 4.52727899e-02, 2.79419720e-01, ...,\n 4.46133763e-01, 6.33712765e-03, 4.98422235e-01],\n [1.00000000e+01, 4.52732667e-02, 2.79434860e-01, ...,\n 4.46156561e-01, 6.33745128e-03, 4.98422235e-01],\n [2.00000000e+01, 4.52737361e-02, 2.79435664e-01, ...,\n 4.46157694e-01, 6.33746758e-03, 4.98422235e-01],\n ...,\n [1.07997000e+06, 1.08170845e-01, 3.84843677e-01, ...,\n 6.00450933e-01, 8.52913316e-03, 4.97369826e-01],\n [1.07998000e+06, 1.08170636e-01, 3.84843439e-01, ...,\n 6.00450635e-01, 8.52912851e-03, 4.97369826e-01],\n [1.07999000e+06, 1.08170435e-01, 3.84843141e-01, ...,\n 6.00450218e-01, 8.52912292e-03, 4.97369826e-01]]), 8776921: array([[0.00000000e+00, 1.25315702e+00, 4.39646482e-01, ...,\n 6.68567836e-01, 4.00100462e-03, 4.85855639e-01],\n [1.00000000e+01, 1.25316870e+00, 4.39641893e-01, ...,\n 6.68561578e-01, 4.00096690e-03, 4.85868216e-01],\n [2.00000000e+01, 1.25318038e+00, 4.39643264e-01, ...,\n 6.68563485e-01, 4.00097854e-03, 4.85868156e-01],\n ...,\n [1.07997000e+06, 1.97538328e+00, 5.12475371e-01, ...,\n 7.66152978e-01, 4.58499696e-03, 4.81827974e-01],\n [1.07998000e+06, 1.97536600e+00, 5.12473881e-01, ...,\n 7.66150951e-01, 4.58498485e-03, 4.81828034e-01],\n [1.07999000e+06, 1.97534895e+00, 5.12472510e-01, ...,\n 7.66149163e-01, 4.58497414e-03, 4.81828123e-01]]), 8776923: array([[0.00000000e+00, 1.16691319e-02, 2.71522999e-01, ...,\n 4.38464314e-01, 4.55310801e-03, 4.99781966e-01],\n [1.00000000e+01, 1.16691571e-02, 2.71515727e-01, ...,\n 4.38453019e-01, 4.55299066e-03, 4.99781996e-01],\n [2.00000000e+01, 1.16691813e-02, 2.71516025e-01, ...,\n 4.38453615e-01, 4.55299718e-03, 4.99781996e-01],\n ...,\n [1.07997000e+06, 1.08021954e-02, 2.63583541e-01, ...,\n 4.26201105e-01, 4.42576455e-03, 4.99791682e-01],\n [1.07998000e+06, 1.08021749e-02, 2.63583302e-01, ...,\n 4.26200777e-01, 4.42576082e-03, 4.99791682e-01],\n [1.07999000e+06, 1.08021544e-02, 2.63583153e-01, ...,\n 4.26200390e-01, 4.42575710e-03, 4.99791682e-01]]), 8776927: array([[0.00000000e+00, 1.56092691e+00, 7.11612701e-02, ...,\n 5.59119992e-02, 4.92616731e-04, 2.50000000e-01],\n [1.00000000e+01, 1.56094718e+00, 7.11614788e-02, ...,\n 5.59122786e-02, 4.92619176e-04, 2.50000000e-01],\n [2.00000000e+01, 1.56096745e+00, 7.11616725e-02, ...,\n 5.59125580e-02, 4.92621621e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.79151607e+00, 8.82809311e-02, ...,\n 8.00038874e-02, 7.04880047e-04, 2.50000000e-01],\n [1.07998000e+06, 3.79149604e+00, 8.82808119e-02, ...,\n 8.00037161e-02, 7.04878534e-04, 2.50000000e-01],\n [1.07999000e+06, 3.79147601e+00, 8.82806852e-02, ...,\n 8.00035372e-02, 7.04876962e-04, 2.50000000e-01]]), 8776929: array([[0.00000000e+00, 8.70187860e-03, 2.33998820e-01, ...,\n 3.77831310e-01, 3.90725257e-03, 4.99745876e-01],\n [1.00000000e+01, 8.70185345e-03, 2.33991250e-01, ...,\n 3.77819628e-01, 3.90713150e-03, 4.99745905e-01],\n [2.00000000e+01, 8.70182831e-03, 2.33991101e-01, ...,\n 3.77819389e-01, 3.90712917e-03, 4.99745905e-01],\n ...,\n [1.07997000e+06, 1.78184435e-02, 3.06944251e-01, ...,\n 4.88367140e-01, 5.05033229e-03, 4.99611944e-01],\n [1.07998000e+06, 1.78184062e-02, 3.06944042e-01, ...,\n 4.88366783e-01, 5.05032856e-03, 4.99611944e-01],\n [1.07999000e+06, 1.78183690e-02, 3.06943804e-01, ...,\n 4.88366425e-01, 5.05032483e-03, 4.99611944e-01]]), 8776931: array([[0.00000000e+00, 1.26483274e+00, 6.82208836e-02, ...,\n 5.40866256e-02, 1.23204163e-03, 2.50000000e-01],\n [1.00000000e+01, 1.26485109e+00, 6.82210997e-02, ...,\n 5.40869348e-02, 1.23204861e-03, 2.50000000e-01],\n [2.00000000e+01, 1.26486957e+00, 6.82213306e-02, ...,\n 5.40872365e-02, 1.23205548e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.05939221e+00, 7.64928162e-02, ...,\n 6.57399148e-02, 1.49749243e-03, 2.50000000e-01],\n [1.07998000e+06, 2.05937409e+00, 7.64926299e-02, ...,\n 6.57396764e-02, 1.49748696e-03, 2.50000000e-01],\n [1.07999000e+06, 2.05935574e+00, 7.64924735e-02, ...,\n 6.57394379e-02, 1.49748148e-03, 2.50000000e-01]]), 8776933: array([[0.00000000e+00, 1.59762871e+00, 7.15019628e-02, ...,\n 5.61974347e-02, 9.03495704e-04, 2.50000000e-01],\n [1.00000000e+01, 1.59765387e+00, 7.15022087e-02, ...,\n 5.61977774e-02, 9.03501234e-04, 2.50000000e-01],\n [2.00000000e+01, 1.59767902e+00, 7.15024620e-02, ...,\n 5.61981276e-02, 9.03506880e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.93217611e+00, 8.90264884e-02, ...,\n 8.08543563e-02, 1.29990920e-03, 2.50000000e-01],\n [1.07998000e+06, 3.93215466e+00, 8.90263617e-02, ...,\n 8.08541700e-02, 1.29990629e-03, 2.50000000e-01],\n [1.07999000e+06, 3.93213320e+00, 8.90262350e-02, ...,\n 8.08539987e-02, 1.29990350e-03, 2.50000000e-01]]), 8776935: array([[0.00000000e+00, 8.66654888e-03, 1.80097103e-01, ...,\n 2.94485450e-01, 2.17975909e-03, 4.99801844e-01],\n [1.00000000e+01, 8.66657868e-03, 1.80089325e-01, ...,\n 2.94473082e-01, 2.17966759e-03, 4.99801904e-01],\n [2.00000000e+01, 8.66660941e-03, 1.80089653e-01, ...,\n 2.94473618e-01, 2.17967154e-03, 4.99801904e-01],\n ...,\n [1.07997000e+06, 5.56101501e-02, 3.66212010e-01, ...,\n 5.79398334e-01, 4.28866269e-03, 4.99407917e-01],\n [1.07998000e+06, 5.56100309e-02, 3.66211683e-01, ...,\n 5.79397917e-01, 4.28865990e-03, 4.99407917e-01],\n [1.07999000e+06, 5.56099117e-02, 3.66211414e-01, ...,\n 5.79397559e-01, 4.28865710e-03, 4.99407917e-01]]), 8776937: array([[0.00000000e+00, 7.92051926e-02, 3.57967347e-01, ...,\n 5.66496551e-01, 4.13199514e-03, 4.99128252e-01],\n [1.00000000e+01, 7.92054459e-02, 3.57979506e-01, ...,\n 5.66514492e-01, 4.13212599e-03, 4.99128282e-01],\n [2.00000000e+01, 7.92056993e-02, 3.57979745e-01, ...,\n 5.66514909e-01, 4.13212925e-03, 4.99128282e-01],\n ...,\n [1.07997000e+06, 1.20115168e-01, 4.16747153e-01, ...,\n 6.51910782e-01, 4.75500198e-03, 4.98887509e-01],\n [1.07998000e+06, 1.20114744e-01, 4.16746616e-01, ...,\n 6.51910007e-01, 4.75499639e-03, 4.98887539e-01],\n [1.07999000e+06, 1.20114326e-01, 4.16746080e-01, ...,\n 6.51909232e-01, 4.75499080e-03, 4.98887539e-01]]), 8776939: array([[0.00000000e+00, 5.61440689e-03, 1.51015729e-01, ...,\n 2.47082755e-01, 1.13549060e-03, 4.99869704e-01],\n [1.00000000e+01, 5.61442645e-03, 1.51015952e-01, ...,\n 2.47083098e-01, 1.13549223e-03, 4.99869704e-01],\n [2.00000000e+01, 5.61444601e-03, 1.51016161e-01, ...,\n 2.47083411e-01, 1.13549363e-03, 4.99869704e-01],\n ...,\n [1.07997000e+06, 2.57849563e-02, 2.71600217e-01, ...,\n 4.33736742e-01, 1.99327548e-03, 4.99680281e-01],\n [1.07998000e+06, 2.57848781e-02, 2.71599889e-01, ...,\n 4.33736354e-01, 1.99327385e-03, 4.99680281e-01],\n [1.07999000e+06, 2.57847998e-02, 2.71599591e-01, ...,\n 4.33735877e-01, 1.99327152e-03, 4.99680281e-01]]), 8778989: array([[0.00000000e+00, 9.07626236e-05, 5.04485704e-03, ...,\n 7.95735884e-03, 5.98297629e-04, 2.50000000e-01],\n [1.00000000e+01, 9.07654685e-05, 5.04491571e-03, ...,\n 7.95744546e-03, 5.98304148e-04, 2.50000000e-01],\n [2.00000000e+01, 9.07683134e-05, 5.04497392e-03, ...,\n 7.95753021e-03, 5.98310493e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.18241383e-04, 1.02595100e-02, ...,\n 1.49397487e-02, 1.12328934e-03, 2.50000000e-01],\n [1.07998000e+06, 7.18237949e-04, 1.02594942e-02, ...,\n 1.49397301e-02, 1.12328795e-03, 2.50000000e-01],\n [1.07999000e+06, 7.18234514e-04, 1.02594802e-02, ...,\n 1.49397114e-02, 1.12328655e-03, 2.50000000e-01]]), 8776941: array([[0.00000000e+00, 5.42682083e-03, 1.57171771e-01, ...,\n 2.56721705e-01, 1.39750517e-03, 4.99850690e-01],\n [1.00000000e+01, 5.42683387e-03, 1.57167912e-01, ...,\n 2.56715596e-01, 1.39747199e-03, 4.99850720e-01],\n [2.00000000e+01, 5.42684691e-03, 1.57168075e-01, ...,\n 2.56715864e-01, 1.39747339e-03, 4.99850720e-01],\n ...,\n [1.07997000e+06, 2.42634714e-02, 2.79137701e-01, ...,\n 4.44466382e-01, 2.41952296e-03, 4.99639243e-01],\n [1.07998000e+06, 2.42633913e-02, 2.79137373e-01, ...,\n 4.44465905e-01, 2.41952040e-03, 4.99639243e-01],\n [1.07999000e+06, 2.42633112e-02, 2.79136986e-01, ...,\n 4.44465309e-01, 2.41951714e-03, 4.99639243e-01]]), 8778991: array([[0.00000000e+00, 3.30208597e-04, 4.82355729e-02, ...,\n 8.00094455e-02, 3.92203173e-03, 4.99832004e-01],\n [1.00000000e+01, 3.30208684e-04, 4.82925661e-02, ...,\n 8.01033303e-02, 3.92663386e-03, 4.99832302e-01],\n [2.00000000e+01, 3.30208772e-04, 4.83066626e-02, ...,\n 8.01265240e-02, 3.92777100e-03, 4.99832392e-01],\n ...,\n [1.07997000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07998000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07999000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01]]), 8776943: array([[0.00000000e+00, 4.82217735e-03, 2.13600740e-01, ...,\n 3.45833778e-01, 6.07792241e-03, 4.99722272e-01],\n [1.00000000e+01, 4.82218666e-03, 2.13597506e-01, ...,\n 3.45828742e-01, 6.07783347e-03, 4.99722302e-01],\n [2.00000000e+01, 4.82219597e-03, 2.13597655e-01, ...,\n 3.45828980e-01, 6.07783766e-03, 4.99722302e-01],\n ...,\n [1.07997000e+06, 2.06143782e-02, 3.68622392e-01, ...,\n 5.77371716e-01, 1.01471301e-02, 4.99344200e-01],\n [1.07998000e+06, 2.06142738e-02, 3.68621707e-01, ...,\n 5.77370763e-01, 1.01471134e-02, 4.99344200e-01],\n [1.07999000e+06, 2.06141695e-02, 3.68621051e-01, ...,\n 5.77369809e-01, 1.01470966e-02, 4.99344200e-01]]), 8778993: array([[0.00000000e+00, 6.56875636e-05, 4.15299786e-03, ...,\n 6.68111071e-03, 5.56759245e-04, 2.50000000e-01],\n [1.00000000e+01, 6.56899210e-05, 4.15305560e-03, ...,\n 6.68119779e-03, 5.56766521e-04, 2.50000000e-01],\n [2.00000000e+01, 6.56922784e-05, 4.15311242e-03, ...,\n 6.68128580e-03, 5.56773855e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.16153716e-04, 1.06167570e-02, ...,\n 1.56659968e-02, 1.30549981e-03, 2.50000000e-01],\n [1.07998000e+06, 9.16150108e-04, 1.06167430e-02, ...,\n 1.56659801e-02, 1.30549842e-03, 2.50000000e-01],\n [1.07999000e+06, 9.16146499e-04, 1.06167290e-02, ...,\n 1.56659633e-02, 1.30549702e-03, 2.50000000e-01]]), 8778995: array([[0.00000000e+00, 6.78515498e-05, 4.34389478e-03, ...,\n 6.95196399e-03, 4.89574973e-04, 2.50000000e-01],\n [1.00000000e+01, 6.78538127e-05, 4.34395019e-03, ...,\n 6.95204688e-03, 4.89580794e-04, 2.50000000e-01],\n [2.00000000e+01, 6.78560682e-05, 4.34400421e-03, ...,\n 6.95212930e-03, 4.89586615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17108156e-03, 1.16795842e-02, ...,\n 1.68717355e-02, 1.18815037e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17107597e-03, 1.16795655e-02, ...,\n 1.68717168e-02, 1.18814909e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17107038e-03, 1.16795506e-02, ...,\n 1.68716945e-02, 1.18814758e-03, 2.50000000e-01]]), 8776947: array([[0.00000000e+00, 1.60937333e+00, 4.62388247e-01, ...,\n 7.05396473e-01, 9.12543945e-03, 4.68860626e-01],\n [1.00000000e+01, 1.60940289e+00, 4.62398052e-01, ...,\n 7.05409884e-01, 9.12561268e-03, 4.68832046e-01],\n [2.00000000e+01, 1.60943234e+00, 4.62400943e-01, ...,\n 7.05413818e-01, 9.12566390e-03, 4.68831718e-01],\n ...,\n [1.07997000e+06, 3.97744966e+00, 6.25190675e-01, ...,\n 9.21812892e-01, 1.19251348e-02, 4.48878586e-01],\n [1.07998000e+06, 3.97742772e+00, 6.25189543e-01, ...,\n 9.21811521e-01, 1.19251171e-02, 4.48878735e-01],\n [1.07999000e+06, 3.97740531e+00, 6.25188410e-01, ...,\n 9.21809971e-01, 1.19250966e-02, 4.48878884e-01]]), 8776949: array([[0.00000000e+00, 1.79640818e+00, 7.32858628e-02, ...,\n 5.79869002e-02, 9.08885617e-04, 2.50000000e-01],\n [1.00000000e+01, 1.79643798e+00, 7.32861459e-02, ...,\n 5.79872690e-02, 9.08891438e-04, 2.50000000e-01],\n [2.00000000e+01, 1.79646754e+00, 7.32863992e-02, ...,\n 5.79876304e-02, 9.08897084e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.37524271e+00, 9.11700726e-02, ...,\n 8.31350088e-02, 1.30305660e-03, 2.50000000e-01],\n [1.07998000e+06, 4.37521410e+00, 9.11699086e-02, ...,\n 8.31347853e-02, 1.30305311e-03, 2.50000000e-01],\n [1.07999000e+06, 4.37518549e+00, 9.11697522e-02, ...,\n 8.31345618e-02, 1.30304962e-03, 2.50000000e-01]]), 8776951: array([[0.00000000e+00, 1.81342113e+00, 4.69329000e-01, ...,\n 7.14462876e-01, 6.65235426e-03, 4.75117743e-01],\n [1.00000000e+01, 1.81345844e+00, 4.69326288e-01, ...,\n 7.14459181e-01, 6.65231980e-03, 4.75138187e-01],\n [2.00000000e+01, 1.81349564e+00, 4.69329715e-01, ...,\n 7.14463770e-01, 6.65236264e-03, 4.75137889e-01],\n ...,\n [1.07997000e+06, 4.43958521e+00, 6.32111132e-01, ...,\n 9.30194557e-01, 8.66102893e-03, 4.59374458e-01],\n [1.07998000e+06, 4.43956518e+00, 7.45975733e-01, ...,\n 4.67275798e-01, 4.35079867e-03, 4.75839436e-01],\n [1.07999000e+06, 4.43952703e+00, 6.32108688e-01, ...,\n 9.30191278e-01, 8.66099913e-03, 4.59374666e-01]]), 8776953: array([[0.00000000e+00, 3.67798060e-02, 2.85770386e-01, ...,\n 4.56082612e-01, 6.59078918e-03, 4.98753518e-01],\n [1.00000000e+01, 3.67798954e-02, 2.85769910e-01, ...,\n 4.56081897e-01, 6.59077894e-03, 4.98753518e-01],\n [2.00000000e+01, 3.67799811e-02, 2.85770178e-01, ...,\n 4.56082255e-01, 6.59078406e-03, 4.98753518e-01],\n ...,\n [1.07997000e+06, 7.33177736e-02, 3.68584782e-01, ...,\n 5.77860594e-01, 8.35058652e-03, 4.98129934e-01],\n [1.07998000e+06, 7.33177289e-02, 3.68584663e-01, ...,\n 5.77860475e-01, 8.35058466e-03, 4.98129934e-01],\n [1.07999000e+06, 7.33176917e-02, 3.68584633e-01, ...,\n 5.77860355e-01, 8.35058279e-03, 4.98129934e-01]]), 8776955: array([[0.00000000e+00, 4.54825573e-02, 2.77700663e-01, ...,\n 4.41987753e-01, 1.51003676e-03, 4.99570280e-01],\n [1.00000000e+01, 4.54827994e-02, 2.77742535e-01, ...,\n 4.42050248e-01, 1.51025027e-03, 4.99570280e-01],\n [2.00000000e+01, 4.54830416e-02, 2.77742356e-01, ...,\n 4.42049950e-01, 1.51024922e-03, 4.99570280e-01],\n ...,\n [1.07997000e+06, 7.13063926e-02, 3.27853918e-01, ...,\n 5.15795290e-01, 1.76219782e-03, 4.99440342e-01],\n [1.07998000e+06, 7.13059381e-02, 3.27853113e-01, ...,\n 5.15794158e-01, 1.76219398e-03, 4.99440342e-01],\n [1.07999000e+06, 7.13054836e-02, 3.27852368e-01, ...,\n 5.15793025e-01, 1.76219014e-03, 4.99440342e-01]]), 8776957: array([[0.00000000e+00, 2.04042482e+00, 7.52938315e-02, ...,\n 6.00914098e-02, 9.30207549e-04, 2.50000000e-01],\n [1.00000000e+01, 2.04046273e+00, 7.52941594e-02, ...,\n 6.00918531e-02, 9.30214417e-04, 2.50000000e-01],\n [2.00000000e+01, 2.04050088e+00, 7.52944648e-02, ...,\n 6.00922927e-02, 9.30221227e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.87586927e+00, 9.34161395e-02, ...,\n 8.55640620e-02, 1.32452103e-03, 2.50000000e-01],\n [1.07998000e+06, 4.87583065e+00, 9.34159309e-02, ...,\n 8.55637863e-02, 1.32451672e-03, 2.50000000e-01],\n [1.07999000e+06, 4.87579250e+00, 9.34157372e-02, ...,\n 8.55635181e-02, 1.32451265e-03, 2.50000000e-01]]), 8779005: array([[0.00000000e+00, 1.46290893e-03, 9.95637290e-03, ...,\n 1.55601921e-02, 2.72985827e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46295689e-03, 9.95649211e-03, ...,\n 1.55603625e-02, 2.72988807e-03, 2.50000000e-01],\n [2.00000000e+01, 1.46300462e-03, 9.95660946e-03, ...,\n 1.55605311e-02, 2.72991764e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17228599e-02, 2.00717524e-02, ...,\n 2.89650057e-02, 5.08158002e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17228217e-02, 2.51275841e-02, ...,\n 1.57836135e-02, 2.76905508e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17227519e-02, 2.00716984e-02, ...,\n 2.89649386e-02, 5.08156838e-03, 2.50000000e-01]]), 8776965: array([[0.00000000e+00, 1.92161512e+00, 5.23171425e-01, ...,\n 7.99512208e-01, 6.51068566e-03, 4.84432369e-01],\n [1.00000000e+01, 1.92165172e+00, 5.23172557e-01, ...,\n 7.99513817e-01, 6.51069870e-03, 4.84436482e-01],\n [2.00000000e+01, 1.92168844e+00, 5.23176074e-01, ...,\n 7.99518585e-01, 6.51073782e-03, 4.84436333e-01],\n ...,\n [1.07997000e+06, 4.59498072e+00, 7.00633466e-01, ...,\n 1.03635979e+00, 8.43941234e-03, 4.74891484e-01],\n [1.07998000e+06, 4.59495020e+00, 7.00632036e-01, ...,\n 1.03635800e+00, 8.43939744e-03, 4.74891573e-01],\n [1.07999000e+06, 4.59491920e+00, 7.00630367e-01, ...,\n 1.03635585e+00, 8.43937974e-03, 4.74891663e-01]]), 8776967: array([[0.00000000e+00, 2.02600193e+00, 3.79266828e-01, ...,\n 5.68301857e-01, 5.57158701e-03, 4.29714501e-01],\n [1.00000000e+01, 2.02604079e+00, 3.79264742e-01, ...,\n 5.68299174e-01, 5.57156093e-03, 4.29765403e-01],\n [2.00000000e+01, 2.02607989e+00, 3.79267246e-01, ...,\n 5.68302453e-01, 5.57159306e-03, 4.29764688e-01],\n ...,\n [1.07997000e+06, 4.77408648e+00, 4.99517471e-01, ...,\n 7.24372029e-01, 7.10168667e-03, 3.90251100e-01],\n [1.07998000e+06, 4.77406359e+00, 6.05687380e-01, ...,\n 3.79458636e-01, 3.72018293e-03, 4.31010008e-01],\n [1.07999000e+06, 4.77402163e+00, 4.99515295e-01, ...,\n 7.24369228e-01, 7.10165920e-03, 3.90251905e-01]]), 8776969: array([[0.00000000e+00, 5.18873893e-03, 1.20020457e-01, ...,\n 1.96987331e-01, 9.76635260e-04, 4.99800354e-01],\n [1.00000000e+01, 5.18875709e-03, 1.20016553e-01, ...,\n 1.96981087e-01, 9.76604293e-04, 4.99800444e-01],\n [2.00000000e+01, 5.18877478e-03, 1.20016731e-01, ...,\n 1.96981356e-01, 9.76605574e-04, 4.99800444e-01],\n ...,\n [1.07997000e+06, 3.08440607e-02, 2.39098132e-01, ...,\n 3.82419884e-01, 1.89598347e-03, 4.99430507e-01],\n [1.07998000e+06, 3.08439750e-02, 2.39097863e-01, ...,\n 3.82419497e-01, 1.89598161e-03, 4.99430507e-01],\n [1.07999000e+06, 3.08438893e-02, 2.39097640e-01, ...,\n 3.82419169e-01, 1.89597998e-03, 4.99430507e-01]]), 8776975: array([[0.00000000e+00, 2.05703163e+00, 7.54082203e-02, ...,\n 6.01216443e-02, 8.89373419e-04, 2.50000000e-01],\n [1.00000000e+01, 2.05707431e+00, 7.54085705e-02, ...,\n 6.01221286e-02, 8.89380637e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05711699e+00, 7.54089206e-02, ...,\n 6.01226203e-02, 8.89387913e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.99279594e+00, 9.39298198e-02, ...,\n 8.61498192e-02, 1.27440563e-03, 2.50000000e-01],\n [1.07998000e+06, 4.99275208e+00, 9.39295962e-02, ...,\n 8.61495137e-02, 1.27440109e-03, 2.50000000e-01],\n [1.07999000e+06, 4.99270821e+00, 9.39293727e-02, ...,\n 8.61492008e-02, 1.27439643e-03, 2.50000000e-01]]), 8776977: array([[0.00000000e+00, 1.28426826e+00, 3.82067591e-01, ...,\n 5.77507615e-01, 4.31620050e-03, 4.69900995e-01],\n [1.00000000e+01, 1.28428841e+00, 3.82077157e-01, ...,\n 5.77520490e-01, 4.31629689e-03, 4.69864488e-01],\n [2.00000000e+01, 1.28430867e+00, 3.82079184e-01, ...,\n 5.77523291e-01, 4.31631785e-03, 4.69864190e-01],\n ...,\n [1.07997000e+06, 2.17903733e+00, 4.55330044e-01, ...,\n 6.74507856e-01, 5.04116481e-03, 4.59780276e-01],\n [1.07998000e+06, 2.17901874e+00, 4.55328792e-01, ...,\n 6.74506247e-01, 5.04115317e-03, 4.59780455e-01],\n [1.07999000e+06, 2.17900014e+00, 4.55327570e-01, ...,\n 6.74504578e-01, 5.04114060e-03, 4.59780663e-01]]), 8776979: array([[0.00000000e+00, 2.98824045e-03, 2.00352281e-01, ...,\n 3.30165029e-01, 7.99431093e-03, 4.99917984e-01],\n [1.00000000e+01, 2.98824115e-03, 2.00358316e-01, ...,\n 3.30174774e-01, 7.99454655e-03, 4.99918014e-01],\n [2.00000000e+01, 2.98824208e-03, 2.00358436e-01, ...,\n 3.30174953e-01, 7.99455121e-03, 4.99918014e-01],\n ...,\n [1.07997000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07998000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07999000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01]]), 8776981: array([[0.00000000e+00, 2.59803963e+00, 4.33555931e-01, ...,\n 6.39574647e-01, 1.62205077e-03, 4.80484664e-01],\n [1.00000000e+01, 2.59798455e+00, 4.33580607e-01, ...,\n 6.39606714e-01, 1.62213214e-03, 4.80395317e-01],\n [2.00000000e+01, 2.59792948e+00, 4.33577716e-01, ...,\n 6.39602900e-01, 1.62212248e-03, 4.80395496e-01],\n ...,\n [1.07997000e+06, 3.56740689e+00, 5.95487237e-01, ...,\n 3.67451876e-01, 9.31909366e-04, 4.86137092e-01],\n [1.07998000e+06, 3.56736660e+00, 4.79518652e-01, ...,\n 6.98823512e-01, 1.77231419e-03, 4.76979494e-01],\n [1.07999000e+06, 3.56734514e+00, 5.95485687e-01, ...,\n 3.67450327e-01, 9.31905466e-04, 4.86137271e-01]]), 8776983: array([[0.00000000e+00, 2.11141491e+00, 5.09336531e-01, ...,\n 7.75473177e-01, 4.74876398e-03, 4.85262990e-01],\n [1.00000000e+01, 2.11146188e+00, 5.09344399e-01, ...,\n 7.75483906e-01, 4.74882964e-03, 4.85255718e-01],\n [2.00000000e+01, 2.11150861e+00, 5.09348273e-01, ...,\n 7.75489151e-01, 4.74886177e-03, 4.85255539e-01],\n ...,\n [1.07997000e+06, 5.09909439e+00, 8.05750132e-01, ...,\n 5.09930015e-01, 3.12265777e-03, 4.85939533e-01],\n [1.07998000e+06, 5.09903479e+00, 6.82676315e-01, ...,\n 1.00537801e+00, 6.15663221e-03, 4.76316959e-01],\n [1.07999000e+06, 5.09900427e+00, 8.05745602e-01, ...,\n 5.09934306e-01, 3.12268408e-03, 4.85939920e-01]]), 8776987: array([[0.00000000e+00, 4.69059404e-03, 2.31339410e-01, ...,\n 3.76248538e-01, 7.32001010e-03, 4.99812365e-01],\n [1.00000000e+01, 4.69060661e-03, 2.31339753e-01, ...,\n 3.76249045e-01, 7.32001988e-03, 4.99812365e-01],\n [2.00000000e+01, 4.69061919e-03, 2.31339976e-01, ...,\n 3.76249403e-01, 7.32002687e-03, 4.99812365e-01],\n ...,\n [1.07997000e+06, 8.30444321e-03, 2.88518637e-01, ...,\n 4.64978099e-01, 9.04626586e-03, 4.99737352e-01],\n [1.07998000e+06, 8.30443017e-03, 2.88518488e-01, ...,\n 4.64977920e-01, 9.04626306e-03, 4.99737352e-01],\n [1.07999000e+06, 8.30441806e-03, 2.88518310e-01, ...,\n 4.64977652e-01, 9.04625747e-03, 4.99737352e-01]]), 8776989: array([[0.00000000e+00, 3.45742032e-02, 2.33368829e-01, ...,\n 3.77420068e-01, 2.99539752e-02, 4.93006170e-01],\n [1.00000000e+01, 3.45750451e-02, 2.33359486e-01, ...,\n 3.77405643e-01, 2.99528297e-02, 4.93006229e-01],\n [2.00000000e+01, 3.45758684e-02, 2.33361810e-01, ...,\n 3.77409250e-01, 2.99531166e-02, 4.93006140e-01],\n ...,\n [1.07997000e+06, 1.89452201e-01, 4.38685447e-01, ...,\n 6.81099653e-01, 5.40555306e-02, 4.81030822e-01],\n [1.07998000e+06, 1.89451188e-01, 4.38684613e-01, ...,\n 6.81098402e-01, 5.40554300e-02, 4.81030881e-01],\n [1.07999000e+06, 1.89450160e-01, 4.38683808e-01, ...,\n 6.81097329e-01, 5.40553443e-02, 4.81030941e-01]]), 8776991: array([[0.00000000e+00, 4.74578762e+00, 4.46858704e-01, ...,\n 6.46957040e-01, 7.83240981e-03, 3.14716369e-01],\n [1.00000000e+01, 4.74579239e+00, 5.15894353e-01, ...,\n 3.15713406e-01, 3.82219627e-03, 3.73893172e-01],\n [2.00000000e+01, 4.74580097e+00, 4.10907090e-01, ...,\n 6.00925803e-01, 7.27513107e-03, 2.88713217e-01],\n ...,\n [1.07997000e+06, 8.91060162e+00, 5.69371283e-01, ...,\n 3.78482670e-01, 4.58211498e-03, 3.03194821e-01],\n [1.07998000e+06, 8.91052055e+00, 5.69370389e-01, ...,\n 3.78481537e-01, 4.58210101e-03, 3.03196043e-01],\n [1.07999000e+06, 8.91043854e+00, 5.69369435e-01, ...,\n 3.78480434e-01, 4.58208751e-03, 3.03197265e-01]]), 8777001: array([[0.00000000e+00, 2.97127347e-02, 1.82974383e-01, ...,\n 2.94349641e-01, 1.64533057e-03, 4.98897940e-01],\n [1.00000000e+01, 2.97131669e-02, 1.82982177e-01, ...,\n 2.94361562e-01, 1.64539716e-03, 4.98897940e-01],\n [2.00000000e+01, 2.97135971e-02, 1.82983071e-01, ...,\n 2.94362932e-01, 1.64540485e-03, 4.98897910e-01],\n ...,\n [1.07997000e+06, 1.73952937e-01, 3.48980486e-01, ...,\n 5.35070717e-01, 2.99089262e-03, 4.96903837e-01],\n [1.07998000e+06, 1.73952132e-01, 3.48979920e-01, ...,\n 5.35069823e-01, 2.99088773e-03, 4.96903837e-01],\n [1.07999000e+06, 1.73951328e-01, 3.48979354e-01, ...,\n 5.35069168e-01, 2.99088401e-03, 4.96903837e-01]]), 8777003: array([[0.00000000e+00, 4.72405646e-03, 1.58058748e-01, ...,\n 2.58473188e-01, 2.26929924e-03, 4.99809504e-01],\n [1.00000000e+01, 4.72409604e-03, 1.58057407e-01, ...,\n 2.58471131e-01, 2.26928107e-03, 4.99809533e-01],\n [2.00000000e+01, 4.72413562e-03, 1.58057958e-01, ...,\n 2.58471966e-01, 2.26928852e-03, 4.99809533e-01],\n ...,\n [1.07997000e+06, 1.48794632e-02, 2.46459886e-01, ...,\n 3.96258742e-01, 3.47900554e-03, 4.99625891e-01],\n [1.07998000e+06, 1.48792947e-02, 2.46458828e-01, ...,\n 3.96257162e-01, 3.47899157e-03, 4.99625891e-01],\n [1.07999000e+06, 1.48791261e-02, 2.46457756e-01, ...,\n 3.96255523e-01, 3.47897736e-03, 4.99625921e-01]]), 8777005: array([[0.00000000e+00, 4.99609523e-02, 2.10393518e-01, ...,\n 3.40361595e-01, 6.99325232e-04, 4.99658585e-01],\n [1.00000000e+01, 4.99611199e-02, 2.10420266e-01, ...,\n 3.40403050e-01, 6.99410448e-04, 4.99658585e-01],\n [2.00000000e+01, 4.99612875e-02, 2.10420117e-01, ...,\n 3.40402782e-01, 6.99409866e-04, 4.99658585e-01],\n ...,\n [1.07997000e+06, 2.94226080e-01, 4.05929476e-01, ...,\n 6.29286408e-01, 1.29296572e-03, 4.99036133e-01],\n [1.07998000e+06, 2.94224292e-01, 4.05928582e-01, ...,\n 6.29285216e-01, 1.29296328e-03, 4.99036163e-01],\n [1.07999000e+06, 2.94222504e-01, 4.05927718e-01, ...,\n 6.29284084e-01, 1.29296095e-03, 4.99036163e-01]]), 8777015: array([[0.00000000e+00, 1.35019243e+00, 3.77973557e-01, ...,\n 5.72664618e-01, 9.04683396e-03, 4.34088051e-01],\n [1.00000000e+01, 1.35021806e+00, 3.77984434e-01, ...,\n 5.72679341e-01, 9.04706679e-03, 4.33997571e-01],\n [2.00000000e+01, 1.35024357e+00, 3.77986819e-01, ...,\n 5.72682619e-01, 9.04711895e-03, 4.33996856e-01],\n ...,\n [1.07997000e+06, 2.59092879e+00, 4.69239563e-01, ...,\n 6.93535864e-01, 1.09563330e-02, 4.05818820e-01],\n [1.07998000e+06, 2.59090734e+00, 4.69238371e-01, ...,\n 6.93534255e-01, 1.09563069e-02, 4.05819237e-01],\n [1.07999000e+06, 2.59088588e+00, 4.69237059e-01, ...,\n 6.93532586e-01, 1.09562809e-02, 4.05819654e-01]]), 8777017: array([[0.00000000e+00, 4.82437706e+00, 7.14111686e-01, ...,\n 1.07805037e+00, 2.00604834e-03, 4.95912433e-01],\n [1.00000000e+01, 4.82438469e+00, 7.14114368e-01, ...,\n 1.07805383e+00, 2.00605462e-03, 4.95911658e-01],\n [2.00000000e+01, 4.82439280e+00, 7.14114726e-01, ...,\n 1.07805431e+00, 2.00605555e-03, 4.95911658e-01],\n ...,\n [1.07997000e+06, 9.27392769e+00, 8.86054218e-01, ...,\n 1.30473459e+00, 2.42786482e-03, 4.94163930e-01],\n [1.07998000e+06, 9.27387047e+00, 1.04539537e+00, ...,\n 6.49668753e-01, 1.20891095e-03, 4.96490180e-01],\n [1.07999000e+06, 9.27375507e+00, 8.86049151e-01, ...,\n 1.30472815e+00, 2.42785295e-03, 4.94163990e-01]]), 8777019: array([[0.00000000e+00, 7.99027458e-02, 3.45509082e-01, ...,\n 5.46389580e-01, 2.76233372e-03, 4.99309808e-01],\n [1.00000000e+01, 7.99031109e-02, 3.45499098e-01, ...,\n 5.46374857e-01, 2.76225922e-03, 4.99309808e-01],\n [2.00000000e+01, 7.99034685e-02, 3.45499903e-01, ...,\n 5.46376050e-01, 2.76226527e-03, 4.99309808e-01],\n ...,\n [1.07997000e+06, 1.07836261e-01, 3.85523528e-01, ...,\n 6.04657114e-01, 3.05691175e-03, 4.99177277e-01],\n [1.07998000e+06, 1.07836060e-01, 3.85523289e-01, ...,\n 6.04656696e-01, 3.05690966e-03, 4.99177277e-01],\n [1.07999000e+06, 1.07835859e-01, 3.85523021e-01, ...,\n 6.04656339e-01, 3.05690779e-03, 4.99177277e-01]]), 8777033: array([[0.00000000e+00, 6.17304134e+00, 6.64555490e-01, ...,\n 3.99552584e-01, 1.14484979e-02, 3.30238312e-01],\n [1.00000000e+01, 6.17309237e+00, 5.09792745e-01, ...,\n 7.51709521e-01, 2.15389561e-02, 2.50000000e-01],\n [2.00000000e+01, 6.17312098e+00, 6.01574600e-01, ...,\n 3.80458593e-01, 1.09013924e-02, 3.21830809e-01],\n ...,\n [1.07997000e+06, 1.18727150e+01, 7.31914759e-01, ...,\n 4.73098248e-01, 1.35558238e-02, 2.50000000e-01],\n [1.07998000e+06, 1.18726053e+01, 7.31913626e-01, ...,\n 4.73096877e-01, 1.35557847e-02, 2.50000000e-01],\n [1.07999000e+06, 1.18724966e+01, 7.31912494e-01, ...,\n 4.73095566e-01, 1.35557475e-02, 2.50000000e-01]]), 8777035: array([[0.00000000e+00, 3.43988067e-03, 1.34564683e-01, ...,\n 2.21038938e-01, 1.27253274e-03, 4.99897212e-01],\n [1.00000000e+01, 3.43993655e-03, 1.34563863e-01, ...,\n 2.21037582e-01, 1.27252494e-03, 4.99897182e-01],\n [2.00000000e+01, 3.43999220e-03, 1.34564713e-01, ...,\n 2.21038982e-01, 1.27253297e-03, 4.99897182e-01],\n ...,\n [1.07997000e+06, 2.17961911e-02, 2.75492907e-01, ...,\n 4.40839708e-01, 2.53793737e-03, 4.99695688e-01],\n [1.07998000e+06, 2.17961259e-02, 2.75492638e-01, ...,\n 4.40839320e-01, 2.53793504e-03, 4.99695688e-01],\n [1.07999000e+06, 2.17960607e-02, 2.75492311e-01, ...,\n 4.40838754e-01, 2.53793178e-03, 4.99695688e-01]]), 8777037: array([[0.00000000e+00, 3.24128345e-02, 3.21798384e-01, ...,\n 5.18023372e-01, 2.78957118e-03, 4.99788493e-01],\n [1.00000000e+01, 3.24128754e-02, 3.21784317e-01, ...,\n 5.18001914e-01, 2.78945570e-03, 4.99788493e-01],\n [2.00000000e+01, 3.24129164e-02, 3.21784735e-01, ...,\n 5.18002510e-01, 2.78945896e-03, 4.99788493e-01],\n ...,\n [1.07997000e+06, 5.41157424e-02, 3.90364259e-01, ...,\n 6.21699512e-01, 3.34787020e-03, 4.99713868e-01],\n [1.07998000e+06, 5.41156344e-02, 3.90363991e-01, ...,\n 6.21699214e-01, 3.34786857e-03, 4.99713868e-01],\n [1.07999000e+06, 5.41155264e-02, 3.90363693e-01, ...,\n 6.21698678e-01, 3.34786577e-03, 4.99713868e-01]]), 8777039: array([[0.00000000e+00, 4.46548732e-03, 1.57948807e-01, ...,\n 2.60071576e-01, 1.08725566e-03, 4.99953181e-01],\n [1.00000000e+01, 4.46550036e-03, 1.57948732e-01, ...,\n 2.60071486e-01, 1.08725531e-03, 4.99953181e-01],\n [2.00000000e+01, 4.46551340e-03, 1.57948941e-01, ...,\n 2.60071784e-01, 1.08725659e-03, 4.99953181e-01],\n ...,\n [1.07997000e+06, 2.98382472e-02, 3.31708997e-01, ...,\n 5.33575177e-01, 2.23066541e-03, 4.99857277e-01],\n [1.07998000e+06, 2.98381764e-02, 3.31708670e-01, ...,\n 5.33574700e-01, 2.23066332e-03, 4.99857277e-01],\n [1.07999000e+06, 2.98381075e-02, 3.31708372e-01, ...,\n 5.33574224e-01, 2.23066146e-03, 4.99857277e-01]]), 8777049: array([[0.00000000e+00, 1.45907089e-01, 3.05307746e-01, ...,\n 4.76494938e-01, 1.86276366e-03, 4.98107344e-01],\n [1.00000000e+01, 1.45906985e-01, 3.05260628e-01, ...,\n 4.76427555e-01, 1.86250033e-03, 4.98106807e-01],\n [2.00000000e+01, 1.45906880e-01, 3.05261433e-01, ...,\n 4.76428717e-01, 1.86250487e-03, 4.98106807e-01],\n ...,\n [1.07997000e+06, 2.42447227e-01, 3.65397066e-01, ...,\n 5.60857356e-01, 2.19256198e-03, 4.97461230e-01],\n [1.07998000e+06, 2.42446408e-01, 3.65396589e-01, ...,\n 5.60856819e-01, 2.19255988e-03, 4.97461230e-01],\n [1.07999000e+06, 2.42445588e-01, 3.65396202e-01, ...,\n 5.60856223e-01, 2.19255756e-03, 4.97461230e-01]]), 8777051: array([[0.00000000e+00, 3.75694712e-03, 1.60697445e-01, ...,\n 2.64575213e-01, 2.13539321e-03, 4.99926716e-01],\n [1.00000000e+01, 3.75695899e-03, 1.60693914e-01, ...,\n 2.64569521e-01, 2.13534711e-03, 4.99926686e-01],\n [2.00000000e+01, 3.75697087e-03, 1.60694093e-01, ...,\n 2.64569819e-01, 2.13534967e-03, 4.99926686e-01],\n ...,\n [1.07997000e+06, 1.54198064e-02, 2.80136168e-01, ...,\n 4.54257727e-01, 3.66632547e-03, 4.99832451e-01],\n [1.07998000e+06, 1.54197887e-02, 2.80136049e-01, ...,\n 4.54257578e-01, 3.66632431e-03, 4.99832451e-01],\n [1.07999000e+06, 1.54197710e-02, 2.80135930e-01, ...,\n 4.54257429e-01, 3.66632291e-03, 4.99832451e-01]]), 8777057: array([[0.00000000e+00, 6.19908038e-04, 6.82164580e-02, ...,\n 1.12848103e-01, 3.82535951e-03, 4.99836028e-01],\n [1.00000000e+01, 6.19910599e-04, 6.81386292e-02, ...,\n 1.12720795e-01, 3.82104400e-03, 4.99835551e-01],\n [2.00000000e+01, 6.19913277e-04, 6.81245402e-02, ...,\n 1.12697758e-01, 3.82026308e-03, 4.99835461e-01],\n ...,\n [1.07997000e+06, 3.49100982e-03, 1.47039250e-01, ...,\n 2.39469439e-01, 8.11760779e-03, 4.99120861e-01],\n [1.07998000e+06, 3.49100353e-03, 1.47039115e-01, ...,\n 2.39469245e-01, 8.11760128e-03, 4.99120861e-01],\n [1.07999000e+06, 3.49099725e-03, 1.47039026e-01, ...,\n 2.39469066e-01, 8.11759569e-03, 4.99120861e-01]]), 8777059: array([[0.00000000e+00, 3.02205270e-04, 7.02216104e-02, ...,\n 1.16380289e-01, 5.67708723e-03, 4.99942064e-01],\n [1.00000000e+01, 3.02207802e-04, 7.02153146e-02, ...,\n 1.16369925e-01, 5.67658152e-03, 4.99942064e-01],\n [2.00000000e+01, 3.02210334e-04, 7.02138171e-02, ...,\n 1.16367482e-01, 5.67646232e-03, 4.99942064e-01],\n ...,\n [1.07997000e+06, 1.42462458e-03, 1.46922871e-01, ...,\n 2.40801856e-01, 1.17464317e-02, 4.99665380e-01],\n [1.07998000e+06, 1.42461958e-03, 1.46922678e-01, ...,\n 2.40801528e-01, 1.17464159e-02, 4.99665380e-01],\n [1.07999000e+06, 1.42461457e-03, 1.46922484e-01, ...,\n 2.40801245e-01, 1.17464019e-02, 4.99665380e-01]]), 8777061: array([[0.00000000e+00, 8.51222500e-03, 1.45742550e-01, ...,\n 2.37456098e-01, 9.99394339e-04, 4.99736935e-01],\n [1.00000000e+01, 8.51234421e-03, 1.45743743e-01, ...,\n 2.37457991e-01, 9.99402371e-04, 4.99736935e-01],\n [2.00000000e+01, 8.51246249e-03, 1.45744517e-01, ...,\n 2.37459213e-01, 9.99407494e-04, 4.99736935e-01],\n ...,\n [1.07997000e+06, 4.82480116e-02, 2.81126767e-01, ...,\n 4.42628354e-01, 1.86291395e-03, 4.99269009e-01],\n [1.07998000e+06, 4.82477397e-02, 2.81126171e-01, ...,\n 4.42627549e-01, 1.86291058e-03, 4.99269009e-01],\n [1.07999000e+06, 4.82474677e-02, 2.81125605e-01, ...,\n 4.42626685e-01, 1.86290697e-03, 4.99269009e-01]]), 8777063: array([[0.00000000e+00, 3.54591720e-02, 2.09863499e-01, ...,\n 3.38367611e-01, 9.41741164e-04, 4.99605715e-01],\n [1.00000000e+01, 3.54595594e-02, 2.09850997e-01, ...,\n 3.38348359e-01, 9.41687613e-04, 4.99605715e-01],\n [2.00000000e+01, 3.54599431e-02, 2.09852070e-01, ...,\n 3.38349998e-01, 9.41692153e-04, 4.99605715e-01],\n ...,\n [1.07997000e+06, 1.68249637e-01, 3.73021901e-01, ...,\n 5.78492701e-01, 1.61005487e-03, 4.99018013e-01],\n [1.07998000e+06, 1.68248668e-01, 3.73021126e-01, ...,\n 5.78491509e-01, 1.61005149e-03, 4.99018013e-01],\n [1.07999000e+06, 1.68247700e-01, 3.73020321e-01, ...,\n 5.78490496e-01, 1.61004870e-03, 4.99018013e-01]]), 8777065: array([[0.00000000e+00, 5.59736416e-03, 1.10085070e-01, ...,\n 1.80307701e-01, 2.59809359e-03, 4.99041557e-01],\n [1.00000000e+01, 5.59739349e-03, 1.10087179e-01, ...,\n 1.80311039e-01, 2.59814179e-03, 4.99041408e-01],\n [2.00000000e+01, 5.59742237e-03, 1.10087395e-01, ...,\n 1.80311382e-01, 2.59814668e-03, 4.99041408e-01],\n ...,\n [1.07997000e+06, 2.70133801e-02, 2.01942071e-01, ...,\n 3.22918653e-01, 4.65300633e-03, 4.97578412e-01],\n [1.07998000e+06, 2.70133205e-02, 2.01941907e-01, ...,\n 3.22918385e-01, 4.65300260e-03, 4.97578412e-01],\n [1.07999000e+06, 2.70132590e-02, 2.01941729e-01, ...,\n 3.22918117e-01, 4.65299888e-03, 4.97578412e-01]]), 8777067: array([[0.00000000e+00, 3.04747751e-04, 6.28515333e-02, ...,\n 1.04132928e-01, 6.54924102e-03, 4.99882102e-01],\n [1.00000000e+01, 3.04747780e-04, 6.28995150e-02, ...,\n 1.04211733e-01, 6.55419752e-03, 4.99882251e-01],\n [2.00000000e+01, 3.04747809e-04, 6.29115924e-02, ...,\n 1.04231559e-01, 6.55544410e-03, 4.99882281e-01],\n ...,\n [1.07997000e+06, 1.82512461e-03, 1.43688813e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07998000e+06, 1.82512426e-03, 1.43688798e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07999000e+06, 1.82512391e-03, 1.43688798e-01, ...,\n 2.34710708e-01, 1.47616807e-02, 4.99244839e-01]]), 8777077: array([[0.00000000e+00, 5.75852973e-05, 2.51172166e-02, ...,\n 4.17892188e-02, 6.08285598e-04, 4.99991328e-01],\n [1.00000000e+01, 5.75853810e-05, 2.51437128e-02, ...,\n 4.18331884e-02, 6.08925591e-04, 4.99991328e-01],\n [2.00000000e+01, 5.75854647e-05, 2.51551885e-02, ...,\n 4.18522283e-02, 6.09202776e-04, 4.99991328e-01],\n ...,\n [1.07997000e+06, 8.78256920e-04, 9.00949463e-02, ...,\n 1.48415849e-01, 2.16034707e-03, 4.99912918e-01],\n [1.07998000e+06, 8.78255814e-04, 9.00949091e-02, ...,\n 1.48415759e-01, 2.16034590e-03, 4.99912918e-01],\n [1.07999000e+06, 8.78254767e-04, 9.00948495e-02, ...,\n 1.48415670e-01, 2.16034451e-03, 4.99912918e-01]]), 8777079: array([[0.00000000e+00, 5.83673874e-03, 1.52795687e-01, ...,\n 2.51520574e-01, 8.49731639e-03, 4.99444187e-01],\n [1.00000000e+01, 5.83677879e-03, 1.52796015e-01, ...,\n 2.51521081e-01, 8.49733315e-03, 4.99444216e-01],\n [2.00000000e+01, 5.83681837e-03, 1.52796462e-01, ...,\n 2.51521796e-01, 8.49735737e-03, 4.99444216e-01],\n ...,\n [1.07997000e+06, 2.90368404e-02, 2.86273390e-01, ...,\n 4.62654531e-01, 1.56302191e-02, 4.98574585e-01],\n [1.07998000e+06, 2.90367622e-02, 2.86273092e-01, ...,\n 4.62654084e-01, 1.56302042e-02, 4.98574585e-01],\n [1.07999000e+06, 2.90366840e-02, 2.86272764e-01, ...,\n 4.62653577e-01, 1.56301875e-02, 4.98574585e-01]]), 8777085: array([[0.00000000e+00, 1.96763012e-03, 1.07631244e-01, ...,\n 1.78424045e-01, 5.90808084e-03, 4.99914765e-01],\n [1.00000000e+01, 1.96764641e-03, 1.07647024e-01, ...,\n 1.78450003e-01, 5.90894045e-03, 4.99914825e-01],\n [2.00000000e+01, 1.96766271e-03, 1.07649952e-01, ...,\n 1.78454831e-01, 5.90910017e-03, 4.99914825e-01],\n ...,\n [1.07997000e+06, 1.34902121e-02, 2.50747889e-01, ...,\n 4.10174191e-01, 1.35819260e-02, 4.99505699e-01],\n [1.07998000e+06, 1.34901674e-02, 2.50747561e-01, ...,\n 4.10173625e-01, 1.35819074e-02, 4.99505699e-01],\n [1.07999000e+06, 1.34901246e-02, 2.50747204e-01, ...,\n 4.10173088e-01, 1.35818897e-02, 4.99505699e-01]]), 8777087: array([[0.00000000e+00, 8.28629639e-03, 1.57684058e-01, ...,\n 2.59839267e-01, 3.69614875e-03, 4.99737054e-01],\n [1.00000000e+01, 8.28635320e-03, 1.57685146e-01, ...,\n 2.59841025e-01, 3.69617390e-03, 4.99736995e-01],\n [2.00000000e+01, 8.28640908e-03, 1.57685548e-01, ...,\n 2.59841710e-01, 3.69618367e-03, 4.99736995e-01],\n ...,\n [1.07997000e+06, 4.58891392e-02, 3.08203012e-01, ...,\n 4.98494208e-01, 7.09095597e-03, 4.99281198e-01],\n [1.07998000e+06, 4.58889641e-02, 3.08202565e-01, ...,\n 4.98493552e-01, 7.09094666e-03, 4.99281198e-01],\n [1.07999000e+06, 4.58887927e-02, 3.08202177e-01, ...,\n 4.98492956e-01, 7.09093828e-03, 4.99281228e-01]]), 8777089: array([[0.00000000e+00, 1.99088128e-03, 1.12400390e-01, ...,\n 1.85079530e-01, 7.06410408e-03, 4.99467194e-01],\n [1.00000000e+01, 1.99088990e-03, 1.12395599e-01, ...,\n 1.85071826e-01, 7.06381025e-03, 4.99466926e-01],\n [2.00000000e+01, 1.99089875e-03, 1.12395741e-01, ...,\n 1.85072020e-01, 7.06381770e-03, 4.99466926e-01],\n ...,\n [1.07997000e+06, 3.06688882e-02, 3.23302597e-01, ...,\n 5.10081530e-01, 1.94687601e-02, 4.97343957e-01],\n [1.07998000e+06, 3.06687783e-02, 3.23302180e-01, ...,\n 5.10080874e-01, 1.94687359e-02, 4.97343957e-01],\n [1.07999000e+06, 3.06686666e-02, 3.23301733e-01, ...,\n 5.10080338e-01, 1.94687154e-02, 4.97343957e-01]]), 8777097: array([[0.00000000e+00, 1.70087186e-03, 9.12719145e-02, ...,\n 1.50861934e-01, 2.59659090e-03, 4.99876082e-01],\n [1.00000000e+01, 1.70087884e-03, 9.12233591e-02, ...,\n 1.50782645e-01, 2.59522628e-03, 4.99875784e-01],\n [2.00000000e+01, 1.70088594e-03, 9.12173688e-02, ...,\n 1.50772884e-01, 2.59505818e-03, 4.99875754e-01],\n ...,\n [1.07997000e+06, 1.02291116e-02, 1.97735608e-01, ...,\n 3.21185172e-01, 5.52814407e-03, 4.99381840e-01],\n [1.07998000e+06, 1.02290967e-02, 1.97735518e-01, ...,\n 3.21185052e-01, 5.52814174e-03, 4.99381840e-01],\n [1.07999000e+06, 1.02290818e-02, 1.97735399e-01, ...,\n 3.21184844e-01, 5.52813848e-03, 4.99381840e-01]]), 8777111: array([[0.00000000e+00, 8.34229682e-03, 1.83138549e-01, ...,\n 3.00292283e-01, 1.59900042e-03, 4.99894738e-01],\n [1.00000000e+01, 8.34230706e-03, 1.83136225e-01, ...,\n 3.00288588e-01, 1.59898074e-03, 4.99894738e-01],\n [2.00000000e+01, 8.34231731e-03, 1.83136344e-01, ...,\n 3.00288796e-01, 1.59898179e-03, 4.99894738e-01],\n ...,\n [1.07997000e+06, 4.53427769e-02, 3.52057934e-01, ...,\n 5.62894881e-01, 2.99731037e-03, 4.99714941e-01],\n [1.07998000e+06, 4.53426950e-02, 3.52057755e-01, ...,\n 5.62894583e-01, 2.99730874e-03, 4.99714941e-01],\n [1.07999000e+06, 4.53426167e-02, 3.52057487e-01, ...,\n 5.62894166e-01, 2.99730641e-03, 4.99714941e-01]]), 8777135: array([[0.00000000e+00, 6.17096329e+00, 4.59346652e-01, ...,\n 6.74029410e-01, 7.82844797e-03, 3.23514163e-01],\n [1.00000000e+01, 6.17098761e+00, 5.84620714e-01, ...,\n 3.54885072e-01, 4.12177760e-03, 3.97253454e-01],\n [2.00000000e+01, 6.17102909e+00, 4.59504008e-01, ...,\n 6.74232602e-01, 7.83080794e-03, 3.22907716e-01],\n ...,\n [1.07997000e+06, 1.21456528e+01, 6.49183631e-01, ...,\n 4.29180831e-01, 4.98467870e-03, 3.32039952e-01],\n [1.07998000e+06, 1.21455326e+01, 6.49182439e-01, ...,\n 4.29179400e-01, 4.98466194e-03, 3.32041085e-01],\n [1.07999000e+06, 1.21454124e+01, 6.49181366e-01, ...,\n 4.29178059e-01, 4.98464657e-03, 3.32042187e-01]]), 8776621: array([[0.00000000e+00, 1.52818188e-02, 2.34163821e-01, ...,\n 3.79431456e-01, 5.46731194e-03, 4.99475867e-01],\n [1.00000000e+01, 1.52826682e-02, 2.34183937e-01, ...,\n 3.79462749e-01, 5.46776270e-03, 4.99475777e-01],\n [2.00000000e+01, 1.52835092e-02, 2.34188721e-01, ...,\n 3.79470170e-01, 5.46786981e-03, 4.99475747e-01],\n ...,\n [1.07997000e+06, 7.18476996e-02, 4.18193579e-01, ...,\n 6.54556513e-01, 9.43164993e-03, 4.98695135e-01],\n [1.07998000e+06, 7.18476325e-02, 4.18193460e-01, ...,\n 6.54556215e-01, 9.43164527e-03, 4.98695135e-01],\n [1.07999000e+06, 7.18475655e-02, 4.18193340e-01, ...,\n 6.54556096e-01, 9.43164434e-03, 4.98695135e-01]]), 8780233: array([[0.00000000e+00, 1.91717997e-01, 3.13265860e-01, ...,\n 4.82909501e-01, 1.09627587e-03, 4.98288602e-01],\n [1.00000000e+01, 1.91718474e-01, 3.13218862e-01, ...,\n 4.82844085e-01, 1.09612732e-03, 4.98288035e-01],\n [2.00000000e+01, 1.91718951e-01, 3.13220114e-01, ...,\n 4.82845783e-01, 1.09613128e-03, 4.98288035e-01],\n ...,\n [1.07997000e+06, 3.06705862e-01, 3.68476212e-01, ...,\n 5.58542907e-01, 1.26797485e-03, 4.97760445e-01],\n [1.07998000e+06, 3.06704164e-01, 3.68475556e-01, ...,\n 5.58542013e-01, 1.26797287e-03, 4.97760445e-01],\n [1.07999000e+06, 3.06702465e-01, 3.68474841e-01, ...,\n 5.58541119e-01, 1.26797077e-03, 4.97760475e-01]]), 8777163: array([[0.00000000e+00, 8.27936176e-03, 1.69687420e-01, ...,\n 2.78859705e-01, 7.65677367e-04, 4.99944955e-01],\n [1.00000000e+01, 8.27938225e-03, 1.69691324e-01, ...,\n 2.78865963e-01, 7.65694538e-04, 4.99944925e-01],\n [2.00000000e+01, 8.27940181e-03, 1.69691473e-01, ...,\n 2.78866202e-01, 7.65695237e-04, 4.99944925e-01],\n ...,\n [1.07997000e+06, 8.61194581e-02, 4.17712986e-01, ...,\n 6.61772549e-01, 1.81705807e-03, 4.99781638e-01],\n [1.07998000e+06, 8.61190856e-02, 4.17712361e-01, ...,\n 6.61771595e-01, 1.81705540e-03, 4.99781638e-01],\n [1.07999000e+06, 8.61187130e-02, 4.17711675e-01, ...,\n 6.61770582e-01, 1.81705260e-03, 4.99781638e-01]]), 8780235: array([[0.00000000e+00, 2.08099056e-02, 1.66383788e-01, ...,\n 2.70572126e-01, 9.52718779e-03, 4.96096611e-01],\n [1.00000000e+01, 2.08101533e-02, 1.66415304e-01, ...,\n 2.70621568e-01, 9.52892844e-03, 4.96095151e-01],\n [2.00000000e+01, 2.08103992e-02, 1.66415676e-01, ...,\n 2.70622104e-01, 9.52894799e-03, 4.96095151e-01],\n ...,\n [1.07997000e+06, 9.43046659e-02, 2.94594705e-01, ...,\n 4.64961171e-01, 1.63718723e-02, 4.90498573e-01],\n [1.07998000e+06, 9.43044797e-02, 2.94594496e-01, ...,\n 4.64960873e-01, 1.63718630e-02, 4.90498573e-01],\n [1.07999000e+06, 9.43042934e-02, 2.94594258e-01, ...,\n 4.64960575e-01, 1.63718518e-02, 4.90498602e-01]]), 8777165: array([[0.00000000e+00, 2.49382528e-03, 1.18645728e-01, ...,\n 1.95868686e-01, 1.11669709e-03, 4.99938875e-01],\n [1.00000000e+01, 2.49383342e-03, 1.18653215e-01, ...,\n 1.95880905e-01, 1.11676683e-03, 4.99938935e-01],\n [2.00000000e+01, 2.49384204e-03, 1.18653513e-01, ...,\n 1.95881352e-01, 1.11676939e-03, 4.99938935e-01],\n ...,\n [1.07997000e+06, 1.74075067e-02, 2.55513191e-01, ...,\n 4.13631320e-01, 2.35821726e-03, 4.99809802e-01],\n [1.07998000e+06, 1.74074695e-02, 2.55512953e-01, ...,\n 4.13631022e-01, 2.35821563e-03, 4.99809802e-01],\n [1.07999000e+06, 1.74074322e-02, 2.55512744e-01, ...,\n 4.13630664e-01, 2.35821353e-03, 4.99809802e-01]]), 8780237: array([[0.00000000e+00, 6.11934299e-03, 1.39297307e-01, ...,\n 2.27444276e-01, 1.65053899e-03, 4.99671757e-01],\n [1.00000000e+01, 6.11939281e-03, 1.39304280e-01, ...,\n 2.27455303e-01, 1.65061897e-03, 4.99671638e-01],\n [2.00000000e+01, 6.11944217e-03, 1.39304668e-01, ...,\n 2.27455899e-01, 1.65062328e-03, 4.99671638e-01],\n ...,\n [1.07997000e+06, 3.35231386e-02, 2.66516417e-01, ...,\n 4.21963632e-01, 3.06214532e-03, 4.99105453e-01],\n [1.07998000e+06, 3.35230902e-02, 2.66516298e-01, ...,\n 4.21963423e-01, 3.06214369e-03, 4.99105453e-01],\n [1.07999000e+06, 3.35230418e-02, 2.66516149e-01, ...,\n 4.21963185e-01, 3.06214206e-03, 4.99105453e-01]]), 8777167: array([[0.00000000e+00, 6.17430592e+00, 4.03399467e-01, ...,\n 5.87871790e-01, 5.05913747e-03, 2.91151702e-01],\n [1.00000000e+01, 6.17432308e+00, 4.97527927e-01, ...,\n 3.07594836e-01, 2.64711562e-03, 3.70909303e-01],\n [2.00000000e+01, 6.17435360e+00, 4.03368115e-01, ...,\n 5.87831616e-01, 5.05879195e-03, 2.90358335e-01],\n ...,\n [1.07997000e+06, 1.22331171e+01, 5.56405067e-01, ...,\n 3.78950626e-01, 3.26119293e-03, 2.93600798e-01],\n [1.07998000e+06, 1.22329931e+01, 5.56403995e-01, ...,\n 3.78949255e-01, 3.26118106e-03, 2.93602139e-01],\n [1.07999000e+06, 1.22328691e+01, 5.56403100e-01, ...,\n 3.78947943e-01, 3.26116988e-03, 2.93603539e-01]]), 8780239: array([[0.00000000e+00, 1.26581425e-02, 2.10439160e-01, ...,\n 3.39695752e-01, 3.34346201e-03, 4.99512315e-01],\n [1.00000000e+01, 1.26581918e-02, 2.10422546e-01, ...,\n 3.39670122e-01, 3.34320986e-03, 4.99512404e-01],\n [2.00000000e+01, 1.26582412e-02, 2.10423067e-01, ...,\n 3.39670956e-01, 3.34321801e-03, 4.99512404e-01],\n ...,\n [1.07997000e+06, 1.97272543e-02, 2.49056920e-01, ...,\n 3.98605317e-01, 3.92328063e-03, 4.99366432e-01],\n [1.07998000e+06, 1.97272208e-02, 2.49056771e-01, ...,\n 3.98605078e-01, 3.92327830e-03, 4.99366432e-01],\n [1.07999000e+06, 1.97271872e-02, 2.49056578e-01, ...,\n 3.98604810e-01, 3.92327551e-03, 4.99366432e-01]]), 8780241: array([[0.00000000e+00, 2.20930815e-01, 2.98835605e-01, ...,\n 4.64531451e-01, 5.87271107e-03, 4.89490569e-01],\n [1.00000000e+01, 2.20931828e-01, 2.98980027e-01, ...,\n 4.64736074e-01, 5.87529829e-03, 4.89496469e-01],\n [2.00000000e+01, 2.20932826e-01, 2.98977673e-01, ...,\n 4.64732677e-01, 5.87525498e-03, 4.89496261e-01],\n ...,\n [1.07997000e+06, 4.53461111e-01, 3.85404557e-01, ...,\n 5.84154427e-01, 7.38501176e-03, 4.84622121e-01],\n [1.07998000e+06, 4.53458816e-01, 3.85403812e-01, ...,\n 5.84153414e-01, 7.38499919e-03, 4.84622180e-01],\n [1.07999000e+06, 4.53456491e-01, 3.85403186e-01, ...,\n 5.84152579e-01, 7.38498848e-03, 4.84622210e-01]]), 8780243: array([[0.00000000e+00, 1.35994563e-02, 1.51325420e-01, ...,\n 2.46942937e-01, 1.40149228e-03, 4.99550998e-01],\n [1.00000000e+01, 1.35995718e-02, 1.51335970e-01, ...,\n 2.46959627e-01, 1.40158704e-03, 4.99550909e-01],\n [2.00000000e+01, 1.35996863e-02, 1.51336372e-01, ...,\n 2.46960253e-01, 1.40159053e-03, 4.99550909e-01],\n ...,\n [1.07997000e+06, 5.67669310e-02, 2.61246264e-01, ...,\n 4.15988296e-01, 2.36088713e-03, 4.98957932e-01],\n [1.07998000e+06, 5.67668267e-02, 2.61246085e-01, ...,\n 4.15987998e-01, 2.36088526e-03, 4.98957932e-01],\n [1.07999000e+06, 5.67667224e-02, 2.61245877e-01, ...,\n 4.15987790e-01, 2.36088410e-03, 4.98957932e-01]]), 8780245: array([[0.00000000e+00, 4.42607462e-01, 3.98185015e-01, ...,\n 6.06233180e-01, 2.96591572e-03, 4.94170010e-01],\n [1.00000000e+01, 4.42603856e-01, 3.98180991e-01, ...,\n 6.06227756e-01, 2.96588917e-03, 4.94172752e-01],\n [2.00000000e+01, 4.42600340e-01, 3.98179919e-01, ...,\n 6.06226146e-01, 2.96588126e-03, 4.94172782e-01],\n ...,\n [1.07997000e+06, 5.65759838e-01, 4.32864130e-01, ...,\n 6.53029919e-01, 3.19486251e-03, 4.93311465e-01],\n [1.07998000e+06, 5.65755904e-01, 4.32863146e-01, ...,\n 6.53028607e-01, 3.19485622e-03, 4.93311495e-01],\n [1.07999000e+06, 5.65751970e-01, 4.32862103e-01, ...,\n 6.53027236e-01, 3.19484947e-03, 4.93311495e-01]]), 8780247: array([[0.00000000e+00, 2.89739668e-01, 3.03275347e-01, ...,\n 4.69746202e-01, 1.97538338e-03, 4.95351166e-01],\n [1.00000000e+01, 2.89741218e-01, 3.03268433e-01, ...,\n 4.69736457e-01, 1.97534240e-03, 4.95350897e-01],\n [2.00000000e+01, 2.89742798e-01, 3.03269178e-01, ...,\n 4.69737470e-01, 1.97534682e-03, 4.95350897e-01],\n ...,\n [1.07997000e+06, 6.29037917e-01, 3.97663355e-01, ...,\n 5.99007070e-01, 2.51895306e-03, 4.92995620e-01],\n [1.07998000e+06, 6.29034102e-01, 3.97662491e-01, ...,\n 5.99005878e-01, 2.51894817e-03, 4.92995650e-01],\n [1.07999000e+06, 6.29030287e-01, 3.97661656e-01, ...,\n 5.99004805e-01, 2.51894351e-03, 4.92995650e-01]]), 8780249: array([[0.00000000e+00, 7.67072558e-01, 3.95246893e-01, ...,\n 5.99907696e-01, 1.34207541e-02, 4.52264369e-01],\n [1.00000000e+01, 7.67063618e-01, 3.95240664e-01, ...,\n 5.99899232e-01, 1.34205641e-02, 4.52301502e-01],\n [2.00000000e+01, 7.67054796e-01, 3.95239145e-01, ...,\n 5.99897206e-01, 1.34205194e-02, 4.52301800e-01],\n ...,\n [1.07997000e+06, 1.26859128e+00, 4.67770934e-01, ...,\n 6.96551919e-01, 1.55828167e-02, 4.37021583e-01],\n [1.07998000e+06, 1.26858306e+00, 4.67769921e-01, ...,\n 6.96550488e-01, 1.55827850e-02, 4.37021792e-01],\n [1.07999000e+06, 1.26857483e+00, 4.67768878e-01, ...,\n 6.96549296e-01, 1.55827580e-02, 4.37022030e-01]]), 8780251: array([[0.00000000e+00, 2.47838330e-02, 2.27392629e-01, ...,\n 3.63749325e-01, 1.42311945e-03, 4.99579966e-01],\n [1.00000000e+01, 2.47840732e-02, 2.27368593e-01, ...,\n 3.63713145e-01, 1.42297789e-03, 4.99579966e-01],\n [2.00000000e+01, 2.47843117e-02, 2.27369815e-01, ...,\n 3.63714963e-01, 1.42298499e-03, 4.99579966e-01],\n ...,\n [1.07997000e+06, 3.71289589e-02, 2.64379352e-01, ...,\n 4.18935508e-01, 1.63902785e-03, 4.99467015e-01],\n [1.07998000e+06, 3.71288694e-02, 2.64379054e-01, ...,\n 4.18935090e-01, 1.63902622e-03, 4.99467015e-01],\n [1.07999000e+06, 3.71287800e-02, 2.64378846e-01, ...,\n 4.18934762e-01, 1.63902494e-03, 4.99467015e-01]]), 8780253: array([[0.00000000e+00, 4.61752750e-02, 2.77490735e-01, ...,\n 4.43435192e-01, 2.03224178e-03, 4.99485582e-01],\n [1.00000000e+01, 4.61756736e-02, 2.77494282e-01, ...,\n 4.43440527e-01, 2.03226623e-03, 4.99485582e-01],\n [2.00000000e+01, 4.61760722e-02, 2.77495146e-01, ...,\n 4.43441927e-01, 2.03227275e-03, 4.99485582e-01],\n ...,\n [1.07997000e+06, 9.28493291e-02, 3.59253347e-01, ...,\n 5.64070821e-01, 2.58510909e-03, 4.99224633e-01],\n [1.07998000e+06, 9.28492025e-02, 3.59253138e-01, ...,\n 5.64070582e-01, 2.58510793e-03, 4.99224633e-01],\n [1.07999000e+06, 9.28490758e-02, 3.59252989e-01, ...,\n 5.64070344e-01, 2.58510699e-03, 4.99224633e-01]]), 8780255: array([[0.00000000e+00, 1.28377244e-01, 3.55191469e-01, ...,\n 5.50704598e-01, 2.94809742e-03, 4.98304605e-01],\n [1.00000000e+01, 1.28377542e-01, 3.55193555e-01, ...,\n 5.50707519e-01, 2.94811302e-03, 4.98304605e-01],\n [2.00000000e+01, 1.28377840e-01, 3.55193824e-01, ...,\n 5.50707877e-01, 2.94811488e-03, 4.98304605e-01],\n ...,\n [1.07997000e+06, 1.35729373e-01, 3.62277418e-01, ...,\n 5.60662329e-01, 3.00140423e-03, 4.98248935e-01],\n [1.07998000e+06, 1.35729060e-01, 3.62277150e-01, ...,\n 5.60661912e-01, 3.00140213e-03, 4.98248935e-01],\n [1.07999000e+06, 1.35728747e-01, 3.62276822e-01, ...,\n 5.60661376e-01, 3.00139911e-03, 4.98248935e-01]]), 8780259: array([[0.00000000e+00, 5.80230728e-03, 1.78615436e-01, ...,\n 2.91905820e-01, 9.09363944e-03, 4.99399513e-01],\n [1.00000000e+01, 5.80231193e-03, 1.78612873e-01, ...,\n 2.91901767e-01, 9.09351371e-03, 4.99399632e-01],\n [2.00000000e+01, 5.80231566e-03, 1.78612947e-01, ...,\n 2.91901857e-01, 9.09351557e-03, 4.99399632e-01],\n ...,\n [1.07997000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07998000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07999000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01]]), 8780261: array([[0.00000000e+00, 7.11081224e-03, 1.68817773e-01, ...,\n 2.74992496e-01, 9.38540976e-03, 4.98827815e-01],\n [1.00000000e+01, 7.11084716e-03, 1.68814048e-01, ...,\n 2.74986595e-01, 9.38520860e-03, 4.98827994e-01],\n [2.00000000e+01, 7.11088162e-03, 1.68814421e-01, ...,\n 2.74987131e-01, 9.38522629e-03, 4.98827964e-01],\n ...,\n [1.07997000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07998000e+06, 5.96066639e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07999000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01]]), 8780263: array([[0.00000000e+00, 2.38184892e-02, 1.66764230e-01, ...,\n 2.69865066e-01, 8.84513487e-04, 4.99469250e-01],\n [1.00000000e+01, 2.38187760e-02, 1.66784853e-01, ...,\n 2.69896984e-01, 8.84618086e-04, 4.99469191e-01],\n [2.00000000e+01, 2.38190610e-02, 1.66785300e-01, ...,\n 2.69897699e-01, 8.84620415e-04, 4.99469191e-01],\n ...,\n [1.07997000e+06, 1.38553977e-01, 3.20601702e-01, ...,\n 4.97389942e-01, 1.63025211e-03, 4.98508871e-01],\n [1.07998000e+06, 1.38553426e-01, 3.20601195e-01, ...,\n 4.97389346e-01, 1.63025013e-03, 4.98508871e-01],\n [1.07999000e+06, 1.38552874e-01, 3.20600718e-01, ...,\n 4.97388661e-01, 1.63024792e-03, 4.98508871e-01]]), 8780265: array([[0.00000000e+00, 3.51095907e-02, 1.56244874e-01, ...,\n 2.52716810e-01, 7.68136187e-03, 4.91219521e-01],\n [1.00000000e+01, 3.51098850e-02, 1.56178623e-01, ...,\n 2.52614170e-01, 7.67824240e-03, 4.91217107e-01],\n [2.00000000e+01, 3.51101756e-02, 1.56180173e-01, ...,\n 2.52616614e-01, 7.67831644e-03, 4.91217077e-01],\n ...,\n [1.07997000e+06, 2.65954137e-01, 3.29124242e-01, ...,\n 5.05745351e-01, 1.53721990e-02, 4.71337348e-01],\n [1.07998000e+06, 2.65952706e-01, 3.29123616e-01, ...,\n 5.05744457e-01, 1.53721720e-02, 4.71337467e-01],\n [1.07999000e+06, 2.65951276e-01, 3.29123020e-01, ...,\n 5.05743682e-01, 1.53721487e-02, 4.71337527e-01]]), 8780267: array([[0.00000000e+00, 4.66435309e-03, 1.52439475e-02, ...,\n 2.26741545e-02, 1.97510060e-04, 2.50000000e-01],\n [1.00000000e+01, 4.66436148e-03, 1.51841622e-02, ...,\n 2.25963462e-02, 1.96832290e-04, 2.50000000e-01],\n [2.00000000e+01, 4.66436986e-03, 1.51854744e-02, ...,\n 2.25980561e-02, 1.96847177e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.14687118e-02, 2.90463530e-02, ...,\n 2.17981804e-02, 1.89879618e-04, 2.50000000e-01],\n [1.07998000e+06, 3.14684995e-02, 2.90463120e-02, ...,\n 2.17981227e-02, 1.89879123e-04, 2.50000000e-01],\n [1.07999000e+06, 3.14682871e-02, 2.90462784e-02, ...,\n 2.17980687e-02, 1.89878658e-04, 2.50000000e-01]]), 8780269: array([[0.00000000e+00, 7.30879307e-02, 2.86729541e-02, ...,\n 4.21704538e-02, 1.27789262e-03, 2.50000000e-01],\n [1.00000000e+01, 7.30888322e-02, 2.86730658e-02, ...,\n 4.21705991e-02, 1.27789692e-03, 2.50000000e-01],\n [2.00000000e+01, 7.30897263e-02, 2.86731832e-02, ...,\n 4.21707444e-02, 1.27790135e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.50066888e-01, 5.36919795e-02, ...,\n 4.37608659e-02, 1.32608693e-03, 2.50000000e-01],\n [1.07998000e+06, 5.50062656e-01, 5.36918826e-02, ...,\n 4.37607281e-02, 1.32608274e-03, 2.50000000e-01],\n [1.07999000e+06, 5.50058424e-01, 5.36917932e-02, ...,\n 4.37605903e-02, 1.32607855e-03, 2.50000000e-01]]), 8780271: array([[0.00000000e+00, 4.90910783e-02, 1.47182152e-01, ...,\n 2.36947700e-01, 1.76300376e-03, 4.95693594e-01],\n [1.00000000e+01, 4.90915552e-02, 1.47237360e-01, ...,\n 2.37032220e-01, 1.76363264e-03, 4.95693386e-01],\n [2.00000000e+01, 4.90920320e-02, 1.47236943e-01, ...,\n 2.37031668e-01, 1.76362845e-03, 4.95693356e-01],\n ...,\n [1.07997000e+06, 3.94919693e-01, 3.14668536e-01, ...,\n 4.77722108e-01, 3.55447992e-03, 4.85979259e-01],\n [1.07998000e+06, 3.94917369e-01, 3.14667910e-01, ...,\n 4.77721274e-01, 3.55447386e-03, 4.85979319e-01],\n [1.07999000e+06, 3.94915044e-01, 3.14667284e-01, ...,\n 4.77720410e-01, 3.55446734e-03, 4.85979348e-01]]), 8780273: array([[0.00000000e+00, 1.80780739e-01, 3.27332616e-01, ...,\n 5.01908064e-01, 2.89785257e-03, 4.95995641e-01],\n [1.00000000e+01, 1.80781767e-01, 3.27393204e-01, ...,\n 5.01991510e-01, 2.89833429e-03, 4.95996892e-01],\n [2.00000000e+01, 1.80782765e-01, 3.27392578e-01, ...,\n 5.01990616e-01, 2.89832917e-03, 4.95996863e-01],\n ...,\n [1.07997000e+06, 2.62830019e-01, 3.72262299e-01, ...,\n 5.62992156e-01, 3.25053209e-03, 4.95043427e-01],\n [1.07998000e+06, 2.62828857e-01, 3.72261733e-01, ...,\n 5.62991381e-01, 3.25052743e-03, 4.95043427e-01],\n [1.07999000e+06, 2.62827694e-01, 3.72261196e-01, ...,\n 5.62990606e-01, 3.25052300e-03, 4.95043427e-01]]), 8780275: array([[0.00000000e+00, 1.63128898e-01, 2.98001170e-01, ...,\n 4.66693103e-01, 1.23856973e-03, 4.98587132e-01],\n [1.00000000e+01, 1.63130686e-01, 2.98104644e-01, ...,\n 4.66842026e-01, 1.23896496e-03, 4.98587668e-01],\n [2.00000000e+01, 1.63132459e-01, 2.98103809e-01, ...,\n 4.66840893e-01, 1.23896205e-03, 4.98587638e-01],\n ...,\n [1.07997000e+06, 3.79375070e-01, 4.01481390e-01, ...,\n 6.11394227e-01, 1.62259617e-03, 4.97703880e-01],\n [1.07998000e+06, 3.79373610e-01, 4.01480913e-01, ...,\n 6.11393511e-01, 1.62259419e-03, 4.97703910e-01],\n [1.07999000e+06, 3.79372150e-01, 4.01480407e-01, ...,\n 6.11392856e-01, 1.62259245e-03, 4.97703910e-01]]), 8780277: array([[0.00000000e+00, 1.53112523e-02, 1.82965577e-01, ...,\n 2.96670049e-01, 1.01218035e-03, 4.99749899e-01],\n [1.00000000e+01, 1.53114032e-02, 1.82960227e-01, ...,\n 2.96661705e-01, 1.01215183e-03, 4.99749899e-01],\n [2.00000000e+01, 1.53115541e-02, 1.82961002e-01, ...,\n 2.96662927e-01, 1.01215602e-03, 4.99749899e-01],\n ...,\n [1.07997000e+06, 6.77768141e-02, 3.19900632e-01, ...,\n 5.02306521e-01, 1.71377184e-03, 4.99399483e-01],\n [1.07998000e+06, 6.77766055e-02, 3.19900304e-01, ...,\n 5.02306044e-01, 1.71377021e-03, 4.99399513e-01],\n [1.07999000e+06, 6.77763969e-02, 3.19899946e-01, ...,\n 5.02305448e-01, 1.71376811e-03, 4.99399513e-01]]), 8780279: array([[0.00000000e+00, 8.07129219e-02, 1.81209117e-01, ...,\n 2.90972829e-01, 2.61901738e-03, 4.95015979e-01],\n [1.00000000e+01, 8.07139501e-02, 1.81159168e-01, ...,\n 2.90896773e-01, 2.61833286e-03, 4.95014101e-01],\n [2.00000000e+01, 8.07149857e-02, 1.81160927e-01, ...,\n 2.90899426e-01, 2.61835661e-03, 4.95014071e-01],\n ...,\n [1.07997000e+06, 6.08689666e-01, 3.76780450e-01, ...,\n 5.70618689e-01, 5.13608195e-03, 4.84423488e-01],\n [1.07998000e+06, 6.08685017e-01, 3.76779497e-01, ...,\n 5.70617318e-01, 5.13606938e-03, 4.84423548e-01],\n [1.07999000e+06, 6.08680367e-01, 3.76778483e-01, ...,\n 5.70616007e-01, 5.13605773e-03, 4.84423608e-01]]), 8780281: array([[0.00000000e+00, 1.00333415e-01, 1.93301201e-01, ...,\n 3.09517205e-01, 2.19204812e-03, 4.95585591e-01],\n [1.00000000e+01, 1.00334711e-01, 1.93239674e-01, ...,\n 3.09424102e-01, 2.19138898e-03, 4.95583326e-01],\n [2.00000000e+01, 1.00336000e-01, 1.93241701e-01, ...,\n 3.09427172e-01, 2.19141063e-03, 4.95583326e-01],\n ...,\n [1.07997000e+06, 6.97627783e-01, 3.88920963e-01, ...,\n 5.87751567e-01, 4.16254671e-03, 4.86873001e-01],\n [1.07998000e+06, 6.97622597e-01, 3.88919920e-01, ...,\n 5.87750316e-01, 4.16253787e-03, 4.86873060e-01],\n [1.07999000e+06, 6.97617531e-01, 3.88918996e-01, ...,\n 5.87748945e-01, 4.16252809e-03, 4.86873090e-01]]), 8780283: array([[0.00000000e+00, 5.41495644e-02, 2.64103383e-01, ...,\n 4.20774937e-01, 2.22632242e-03, 4.99116480e-01],\n [1.00000000e+01, 5.41501008e-02, 2.64067084e-01, ...,\n 4.20720637e-01, 2.22603511e-03, 4.99116361e-01],\n [2.00000000e+01, 5.41506298e-02, 2.64068693e-01, ...,\n 4.20723110e-01, 2.22604815e-03, 4.99116361e-01],\n ...,\n [1.07997000e+06, 1.66081354e-01, 3.96771580e-01, ...,\n 6.12242818e-01, 3.23937996e-03, 4.98299241e-01],\n [1.07998000e+06, 1.66080803e-01, 3.96771133e-01, ...,\n 6.12242103e-01, 3.23937600e-03, 4.98299241e-01],\n [1.07999000e+06, 1.66080266e-01, 3.96770656e-01, ...,\n 6.12241507e-01, 3.23937298e-03, 4.98299241e-01]]), 8780285: array([[0.00000000e+00, 3.81630898e-01, 3.01789582e-01, ...,\n 4.59842920e-01, 2.45773885e-03, 4.89650041e-01],\n [1.00000000e+01, 3.81634921e-01, 3.01789165e-01, ...,\n 4.59842414e-01, 2.45773606e-03, 4.89653170e-01],\n [2.00000000e+01, 3.81638914e-01, 3.01790297e-01, ...,\n 4.59843904e-01, 2.45774398e-03, 4.89653111e-01],\n ...,\n [1.07997000e+06, 7.02088714e-01, 3.70428532e-01, ...,\n 5.51530063e-01, 2.94778240e-03, 4.85478789e-01],\n [1.07998000e+06, 7.02084243e-01, 3.70427787e-01, ...,\n 5.51529050e-01, 2.94777681e-03, 4.85478848e-01],\n [1.07999000e+06, 7.02079833e-01, 3.70426983e-01, ...,\n 5.51528037e-01, 2.94777146e-03, 4.85478908e-01]]), 8780287: array([[0.00000000e+00, 7.38162640e-03, 1.04786888e-01, ...,\n 1.71507269e-01, 6.00515632e-04, 4.99629557e-01],\n [1.00000000e+01, 7.38168880e-03, 1.04805455e-01, ...,\n 1.71536848e-01, 6.00619242e-04, 4.99629080e-01],\n [2.00000000e+01, 7.38175167e-03, 1.04805611e-01, ...,\n 1.71537116e-01, 6.00620173e-04, 4.99629080e-01],\n ...,\n [1.07997000e+06, 6.29750118e-02, 2.36973822e-01, ...,\n 3.73049647e-01, 1.30619621e-03, 4.98690248e-01],\n [1.07998000e+06, 6.29748031e-02, 2.36973509e-01, ...,\n 3.73049229e-01, 1.30619481e-03, 4.98690248e-01],\n [1.07999000e+06, 6.29745945e-02, 2.36973226e-01, ...,\n 3.73048782e-01, 1.30619318e-03, 4.98690277e-01]]), 8780289: array([[0.00000000e+00, 6.42274842e-02, 1.78760275e-01, ...,\n 2.87845284e-01, 2.16750964e-03, 4.96863425e-01],\n [1.00000000e+01, 6.42283633e-02, 1.78801358e-01, ...,\n 2.87908286e-01, 2.16798414e-03, 4.96863574e-01],\n [2.00000000e+01, 6.42292500e-02, 1.78801596e-01, ...,\n 2.87908673e-01, 2.16798694e-03, 4.96863544e-01],\n ...,\n [1.07997000e+06, 4.62654382e-01, 3.68079156e-01, ...,\n 5.61343968e-01, 4.22698772e-03, 4.90407079e-01],\n [1.07998000e+06, 4.62652057e-01, 3.68078500e-01, ...,\n 5.61343133e-01, 4.22698166e-03, 4.90407109e-01],\n [1.07999000e+06, 4.62649703e-01, 3.68077844e-01, ...,\n 5.61342239e-01, 4.22697468e-03, 4.90407139e-01]]), 8780291: array([[0.00000000e+00, 1.37710129e-03, 8.80727842e-02, ...,\n 1.45739749e-01, 9.38440091e-04, 4.99967277e-01],\n [1.00000000e+01, 1.37710629e-03, 8.81132558e-02, ...,\n 1.45806000e-01, 9.38866695e-04, 4.99967337e-01],\n [2.00000000e+01, 1.37711130e-03, 8.81194174e-02, ...,\n 1.45816103e-01, 9.38931713e-04, 4.99967337e-01],\n ...,\n [1.07997000e+06, 9.35086701e-03, 2.02357456e-01, ...,\n 3.29171121e-01, 2.11958215e-03, 4.99817431e-01],\n [1.07998000e+06, 9.35084745e-03, 2.02357262e-01, ...,\n 3.29170853e-01, 2.11958052e-03, 4.99817431e-01],\n [1.07999000e+06, 9.35082790e-03, 2.02357098e-01, ...,\n 3.29170555e-01, 2.11957842e-03, 4.99817431e-01]]), 8780293: array([[0.00000000e+00, 1.68219090e-01, 2.38276258e-01, ...,\n 3.81534159e-01, 3.90916131e-03, 4.93385166e-01],\n [1.00000000e+01, 1.68221444e-01, 2.38271996e-01, ...,\n 3.81527781e-01, 3.90909612e-03, 4.93384898e-01],\n [2.00000000e+01, 1.68223798e-01, 2.38273352e-01, ...,\n 3.81529778e-01, 3.90911661e-03, 4.93384838e-01],\n ...,\n [1.07997000e+06, 1.18545222e+00, 4.81713116e-01, ...,\n 7.27754176e-01, 7.45649775e-03, 4.80226994e-01],\n [1.07998000e+06, 1.18544436e+00, 4.81712043e-01, ...,\n 7.27752686e-01, 7.45648239e-03, 4.80227083e-01],\n [1.07999000e+06, 1.18543649e+00, 4.81711030e-01, ...,\n 7.27751315e-01, 7.45646842e-03, 4.80227143e-01]]), 8780295: array([[0.00000000e+00, 1.75360101e-03, 1.21541722e-02, ...,\n 1.80772245e-02, 2.54608807e-03, 2.50000000e-01],\n [1.00000000e+01, 1.75363384e-03, 1.21542485e-02, ...,\n 1.80773214e-02, 2.54610158e-03, 2.50000000e-01],\n [2.00000000e+01, 1.75366644e-03, 1.21543240e-02, ...,\n 1.80774182e-02, 2.54611531e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.95825883e-03, 2.26966143e-02, ...,\n 1.63952596e-02, 2.30919151e-03, 2.50000000e-01],\n [1.07998000e+06, 9.95820761e-03, 2.26965919e-02, ...,\n 1.63952298e-02, 2.30918732e-03, 2.50000000e-01],\n [1.07999000e+06, 9.95815638e-03, 2.26965751e-02, ...,\n 1.63952019e-02, 2.30918336e-03, 2.50000000e-01]]), 8780297: array([[0.00000000e+00, 4.60944891e-01, 3.30333769e-01, ...,\n 5.04368901e-01, 5.44087263e-03, 4.81586814e-01],\n [1.00000000e+01, 4.60951060e-01, 3.30330878e-01, ...,\n 5.04364908e-01, 5.44082932e-03, 4.81603235e-01],\n [2.00000000e+01, 4.60957229e-01, 3.30332428e-01, ...,\n 5.04366994e-01, 5.44085214e-03, 4.81603116e-01],\n ...,\n [1.07997000e+06, 9.24898207e-01, 4.17564899e-01, ...,\n 6.21019304e-01, 6.69923704e-03, 4.72914129e-01],\n [1.07998000e+06, 9.24892128e-01, 4.17564005e-01, ...,\n 6.21018171e-01, 6.69922493e-03, 4.72914249e-01],\n [1.07999000e+06, 9.24885929e-01, 4.17563140e-01, ...,\n 6.21016860e-01, 6.69921096e-03, 4.72914338e-01]]), 8780299: array([[0.00000000e+00, 5.55497706e-02, 1.76851675e-01, ...,\n 2.85166860e-01, 4.41434747e-03, 4.94520098e-01],\n [1.00000000e+01, 5.55506386e-02, 1.76932439e-01, ...,\n 2.85291016e-01, 4.41626925e-03, 4.94518936e-01],\n [2.00000000e+01, 5.55515066e-02, 1.76932126e-01, ...,\n 2.85290539e-01, 4.41626227e-03, 4.94518846e-01],\n ...,\n [1.07997000e+06, 4.06090230e-01, 3.67086470e-01, ...,\n 5.61039448e-01, 8.68482050e-03, 4.83057678e-01],\n [1.07998000e+06, 4.06088412e-01, 3.67085904e-01, ...,\n 5.61038673e-01, 8.68480932e-03, 4.83057737e-01],\n [1.07999000e+06, 4.06086564e-01, 3.67085278e-01, ...,\n 5.61037838e-01, 8.68479628e-03, 4.83057767e-01]]), 8780301: array([[0.00000000e+00, 4.37327148e-03, 1.71207160e-01, ...,\n 2.81240493e-01, 3.14938975e-03, 4.99877006e-01],\n [1.00000000e+01, 4.37328918e-03, 1.71207458e-01, ...,\n 2.81241030e-01, 3.14939581e-03, 4.99877006e-01],\n [2.00000000e+01, 4.37330687e-03, 1.71207741e-01, ...,\n 2.81241447e-01, 3.14940047e-03, 4.99877006e-01],\n ...,\n [1.07997000e+06, 3.02424245e-02, 3.62269491e-01, ...,\n 5.78658104e-01, 6.47993432e-03, 4.99616772e-01],\n [1.07998000e+06, 3.02423965e-02, 3.62269372e-01, ...,\n 5.78657985e-01, 6.47993293e-03, 4.99616772e-01],\n [1.07999000e+06, 3.02423686e-02, 3.62269223e-01, ...,\n 5.78657687e-01, 6.47992967e-03, 4.99616772e-01]]), 8780303: array([[0.00000000e+00, 2.13280931e-01, 2.31812477e-01, ...,\n 3.68380517e-01, 1.78306154e-03, 4.94553953e-01],\n [1.00000000e+01, 2.13283524e-01, 2.31863499e-01, ...,\n 3.68456393e-01, 1.78342883e-03, 4.94555444e-01],\n [2.00000000e+01, 2.13286117e-01, 2.31863648e-01, ...,\n 3.68456602e-01, 1.78342988e-03, 4.94555384e-01],\n ...,\n [1.07997000e+06, 1.33084106e+00, 4.44195569e-01, ...,\n 6.65545881e-01, 3.22142243e-03, 4.84962374e-01],\n [1.07998000e+06, 1.33083224e+00, 4.44194555e-01, ...,\n 6.65544569e-01, 3.22141615e-03, 4.84962434e-01],\n [1.07999000e+06, 1.33082342e+00, 4.44193572e-01, ...,\n 6.65543318e-01, 3.22141009e-03, 4.84962493e-01]]), 8780305: array([[0.00000000e+00, 2.62276810e-02, 1.55362085e-01, ...,\n 2.52627403e-01, 4.25656937e-04, 4.99714822e-01],\n [1.00000000e+01, 2.62278542e-02, 1.55338943e-01, ...,\n 2.52591074e-01, 4.25595732e-04, 4.99714822e-01],\n [2.00000000e+01, 2.62280274e-02, 1.55339703e-01, ...,\n 2.52592266e-01, 4.25597740e-04, 4.99714822e-01],\n ...,\n [1.07997000e+06, 2.05465138e-01, 3.35076421e-01, ...,\n 5.20414114e-01, 8.76856095e-04, 4.99046385e-01],\n [1.07998000e+06, 2.05463782e-01, 3.35075706e-01, ...,\n 5.20413101e-01, 8.76854407e-04, 4.99046385e-01],\n [1.07999000e+06, 2.05462441e-01, 3.35074902e-01, ...,\n 5.20411968e-01, 8.76852486e-04, 4.99046385e-01]]), 8780307: array([[0.00000000e+00, 4.70129669e-01, 3.54476750e-01, ...,\n 5.43028712e-01, 9.05047916e-03, 4.77845401e-01],\n [1.00000000e+01, 4.70136613e-01, 3.54478329e-01, ...,\n 5.43030977e-01, 9.05051641e-03, 4.77846235e-01],\n [2.00000000e+01, 4.70143527e-01, 3.54480088e-01, ...,\n 5.43033481e-01, 9.05055832e-03, 4.77846026e-01],\n ...,\n [1.07997000e+06, 9.44352806e-01, 4.48974490e-01, ...,\n 6.70139730e-01, 1.11689959e-02, 4.67304289e-01],\n [1.07998000e+06, 9.44345832e-01, 4.48973328e-01, ...,\n 6.70138299e-01, 1.11689726e-02, 4.67304438e-01],\n [1.07999000e+06, 9.44338977e-01, 4.48972285e-01, ...,\n 6.70136869e-01, 1.11689484e-02, 4.67304558e-01]]), 8780309: array([[0.00000000e+00, 1.56670082e+00, 6.93614125e-01, ...,\n 1.08041728e+00, 1.33384854e-01, 4.41723615e-01],\n [1.00000000e+01, 1.56678057e+00, 6.93627357e-01, ...,\n 1.08043599e+00, 1.33387163e-01, 4.41718847e-01],\n [2.00000000e+01, 1.56685829e+00, 6.93639576e-01, ...,\n 1.08045340e+00, 1.33389309e-01, 4.41717207e-01],\n ...,\n [1.07997000e+06, 3.73464584e+00, 9.39020157e-01, ...,\n 1.41993165e+00, 1.75300211e-01, 4.04819697e-01],\n [1.07998000e+06, 3.73462296e+00, 9.39018190e-01, ...,\n 1.41992915e+00, 1.75299898e-01, 4.04819995e-01],\n [1.07999000e+06, 3.73460007e+00, 9.39016163e-01, ...,\n 1.41992629e+00, 1.75299540e-01, 4.04820353e-01]]), 8780311: array([[0.00000000e+00, 1.72822364e-02, 2.33407080e-01, ...,\n 3.76012236e-01, 1.90385943e-03, 4.99728054e-01],\n [1.00000000e+01, 1.72823053e-02, 2.33415201e-01, ...,\n 3.76024634e-01, 1.90392218e-03, 4.99728024e-01],\n [2.00000000e+01, 1.72823742e-02, 2.33415440e-01, ...,\n 3.76025021e-01, 1.90392416e-03, 4.99728024e-01],\n ...,\n [1.07997000e+06, 3.54590863e-02, 3.05869967e-01, ...,\n 4.85158831e-01, 2.45650043e-03, 4.99584436e-01],\n [1.07998000e+06, 3.54589820e-02, 3.05869639e-01, ...,\n 4.85158324e-01, 2.45649787e-03, 4.99584436e-01],\n [1.07999000e+06, 3.54588777e-02, 3.05869281e-01, ...,\n 4.85157788e-01, 2.45649507e-03, 4.99584436e-01]]), 8780313: array([[0.00000000e+00, 2.24059731e-01, 2.94576168e-01, ...,\n 4.71560448e-01, 7.50892423e-03, 4.92735028e-01],\n [1.00000000e+01, 2.24062860e-01, 2.94661850e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736846e-01],\n [2.00000000e+01, 2.24065974e-01, 2.94661820e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736727e-01],\n ...,\n [1.07997000e+06, 1.36479199e+00, 5.66653967e-01, ...,\n 8.60321701e-01, 1.36993900e-02, 4.79997844e-01],\n [1.07998000e+06, 1.36478293e+00, 5.66652656e-01, ...,\n 8.60320091e-01, 1.36993648e-02, 4.79997903e-01],\n [1.07999000e+06, 1.36477375e+00, 5.66651285e-01, ...,\n 8.60318303e-01, 1.36993360e-02, 4.79997993e-01]]), 8780315: array([[0.00000000e+00, 5.03047183e-02, 1.68118432e-01, ...,\n 2.70788074e-01, 1.26359344e-03, 4.98166174e-01],\n [1.00000000e+01, 5.03054149e-02, 1.68147013e-01, ...,\n 2.70831943e-01, 1.26379810e-03, 4.98166203e-01],\n [2.00000000e+01, 5.03061078e-02, 1.68147430e-01, ...,\n 2.70832568e-01, 1.26380101e-03, 4.98166203e-01],\n ...,\n [1.07997000e+06, 3.47859472e-01, 3.40428352e-01, ...,\n 5.20349681e-01, 2.42813653e-03, 4.94347632e-01],\n [1.07998000e+06, 3.47857922e-01, 3.40427846e-01, ...,\n 5.20348966e-01, 2.42813327e-03, 4.94347662e-01],\n [1.07999000e+06, 3.47856373e-01, 3.40427309e-01, ...,\n 5.20348191e-01, 2.42812955e-03, 4.94347662e-01]]), 8780317: array([[0.00000000e+00, 4.09318388e-01, 6.43601835e-01, ...,\n 1.01271129e+00, 4.56176251e-02, 4.94755328e-01],\n [1.00000000e+01, 4.09329087e-01, 6.43643856e-01, ...,\n 1.01277232e+00, 4.56203744e-02, 4.94755715e-01],\n [2.00000000e+01, 4.09339339e-01, 6.43649101e-01, ...,\n 1.01277995e+00, 4.56207171e-02, 4.94755626e-01],\n ...,\n [1.07997000e+06, 6.81684971e-01, 7.73301959e-01, ...,\n 1.19827175e+00, 5.39762042e-02, 4.92951512e-01],\n [1.07998000e+06, 6.81680918e-01, 7.73300350e-01, ...,\n 1.19826949e+00, 5.39761037e-02, 4.92951542e-01],\n [1.07999000e+06, 6.81676984e-01, 7.73298621e-01, ...,\n 1.19826698e+00, 5.39759882e-02, 4.92951572e-01]]), 8780319: array([[0.00000000e+00, 6.19218359e-03, 1.89894438e-01, ...,\n 3.10561180e-01, 1.64666586e-03, 4.99913722e-01],\n [1.00000000e+01, 6.19221013e-03, 1.89892605e-01, ...,\n 3.10558289e-01, 1.64665061e-03, 4.99913722e-01],\n [2.00000000e+01, 6.19223621e-03, 1.89892963e-01, ...,\n 3.10558796e-01, 1.64665328e-03, 4.99913722e-01],\n ...,\n [1.07997000e+06, 2.09698007e-02, 3.04341078e-01, ...,\n 4.88714635e-01, 2.59127608e-03, 4.99823123e-01],\n [1.07998000e+06, 2.09697429e-02, 3.04340750e-01, ...,\n 4.88714099e-01, 2.59127305e-03, 4.99823123e-01],\n [1.07999000e+06, 2.09696852e-02, 3.04340452e-01, ...,\n 4.88713592e-01, 2.59127049e-03, 4.99823123e-01]]), 8780321: array([[0.00000000e+00, 6.65154994e-01, 2.87805170e-01, ...,\n 4.42130923e-01, 2.82511767e-03, 4.75896776e-01],\n [1.00000000e+01, 6.65163875e-01, 2.87802190e-01, ...,\n 4.42126781e-01, 2.82509113e-03, 4.75921333e-01],\n [2.00000000e+01, 6.65172696e-01, 2.87803531e-01, ...,\n 4.42128658e-01, 2.82510323e-03, 4.75921184e-01],\n ...,\n [1.07997000e+06, 2.14060521e+00, 4.25916404e-01, ...,\n 6.26296401e-01, 4.00189403e-03, 4.54068363e-01],\n [1.07998000e+06, 2.14059544e+00, 5.02738237e-01, ...,\n 3.17074150e-01, 2.02603289e-03, 4.72937942e-01],\n [1.07999000e+06, 2.14057708e+00, 4.25914675e-01, ...,\n 6.26294136e-01, 4.00187960e-03, 4.54068601e-01]]), 8780323: array([[0.00000000e+00, 1.65519323e-02, 3.94071817e-01, ...,\n 6.35888457e-01, 4.85411026e-02, 4.99232531e-01],\n [1.00000000e+01, 1.65519211e-02, 3.94069910e-01, ...,\n 6.35885537e-01, 4.85408790e-02, 4.99232531e-01],\n [2.00000000e+01, 1.65519100e-02, 3.94069821e-01, ...,\n 6.35885417e-01, 4.85408716e-02, 4.99232531e-01],\n ...,\n [1.07997000e+06, 6.45886781e-03, 2.73310751e-01, ...,\n 4.46909517e-01, 3.41152288e-02, 4.99558538e-01],\n [1.07998000e+06, 6.45886268e-03, 2.73310661e-01, ...,\n 4.46909398e-01, 3.41152214e-02, 4.99558538e-01],\n [1.07999000e+06, 6.45885663e-03, 2.73310542e-01, ...,\n 4.46909219e-01, 3.41152065e-02, 4.99558538e-01]]), 8780325: array([[0.00000000e+00, 1.09687746e+00, 3.30688506e-01, ...,\n 1.97724134e-01, 1.46897568e-03, 4.34057891e-01],\n [1.00000000e+01, 1.09694111e+00, 2.39386633e-01, ...,\n 3.56340826e-01, 2.64740572e-03, 3.72301877e-01],\n [2.00000000e+01, 1.09700394e+00, 2.39437371e-01, ...,\n 3.56407493e-01, 2.64790119e-03, 3.70783746e-01],\n ...,\n [1.07997000e+06, 2.79009914e+00, 3.76480401e-01, ...,\n 2.43808344e-01, 1.81135465e-03, 3.63725603e-01],\n [1.07998000e+06, 2.79008317e+00, 3.76480073e-01, ...,\n 2.43807942e-01, 1.81135174e-03, 3.63726169e-01],\n [1.07999000e+06, 2.79006720e+00, 3.76479685e-01, ...,\n 2.43807524e-01, 1.81134860e-03, 3.63726705e-01]]), 8780327: array([[0.00000000e+00, 6.98803067e-01, 3.10134381e-01, ...,\n 4.77374315e-01, 5.43706538e-03, 4.65313405e-01],\n [1.00000000e+01, 6.98810995e-01, 3.10141802e-01, ...,\n 4.77384686e-01, 5.43718319e-03, 4.65270489e-01],\n [2.00000000e+01, 6.98818922e-01, 3.10143054e-01, ...,\n 4.77386385e-01, 5.43720275e-03, 4.65270251e-01],\n ...,\n [1.07997000e+06, 2.19032931e+00, 4.55632299e-01, ...,\n 6.72225773e-01, 7.65633024e-03, 4.34749991e-01],\n [1.07998000e+06, 2.19031477e+00, 4.55631375e-01, ...,\n 6.72224462e-01, 7.65631534e-03, 4.34750199e-01],\n [1.07999000e+06, 2.19030046e+00, 4.55630392e-01, ...,\n 6.72223270e-01, 7.65630184e-03, 4.34750438e-01]]), 8780329: array([[0.00000000e+00, 3.39134783e-03, 1.37736127e-01, ...,\n 2.27130547e-01, 1.60857337e-03, 4.99923736e-01],\n [1.00000000e+01, 3.39136692e-03, 1.37736335e-01, ...,\n 2.27130860e-01, 1.60857558e-03, 4.99923736e-01],\n [2.00000000e+01, 3.39138601e-03, 1.37736633e-01, ...,\n 2.27131352e-01, 1.60857895e-03, 4.99923736e-01],\n ...,\n [1.07997000e+06, 3.93701270e-02, 3.58260304e-01, ...,\n 5.72412729e-01, 4.05391445e-03, 4.99678642e-01],\n [1.07998000e+06, 3.93700786e-02, 3.58260095e-01, ...,\n 5.72412431e-01, 4.05391259e-03, 4.99678642e-01],\n [1.07999000e+06, 3.93700302e-02, 3.58259946e-01, ...,\n 5.72412193e-01, 4.05391073e-03, 4.99678642e-01]]), 8780331: array([[0.00000000e+00, 2.39655538e-03, 1.21507859e-02, ...,\n 1.85673907e-02, 1.66822923e-04, 2.50000000e-01],\n [1.00000000e+01, 2.39655632e-03, 1.21043660e-02, ...,\n 1.85040068e-02, 1.66253434e-04, 2.50000000e-01],\n [2.00000000e+01, 2.39655701e-03, 1.21052582e-02, ...,\n 1.85052268e-02, 1.66264392e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.07414285e-02, 2.45373677e-02, ...,\n 1.55267995e-02, 1.39504031e-04, 2.50000000e-01],\n [1.07998000e+06, 1.07413316e-02, 1.97984744e-02, ...,\n 2.84790602e-02, 2.55876541e-04, 2.50000000e-01],\n [1.07999000e+06, 1.07412795e-02, 2.45373230e-02, ...,\n 1.55267529e-02, 1.39503623e-04, 2.50000000e-01]]), 8780333: array([[0.00000000e+00, 3.92290950e-01, 3.52232814e-01, ...,\n 5.38322926e-01, 4.03843168e-03, 4.91019219e-01],\n [1.00000000e+01, 3.92295837e-01, 3.52232635e-01, ...,\n 5.38322687e-01, 4.03842982e-03, 4.91021842e-01],\n [2.00000000e+01, 3.92300695e-01, 3.52234125e-01, ...,\n 5.38324773e-01, 4.03844565e-03, 4.91021782e-01],\n ...,\n [1.07997000e+06, 6.72916591e-01, 4.22966778e-01, ...,\n 6.33512974e-01, 4.75253537e-03, 4.87855464e-01],\n [1.07998000e+06, 6.72912717e-01, 4.22965944e-01, ...,\n 6.33511841e-01, 4.75252699e-03, 4.87855494e-01],\n [1.07999000e+06, 6.72908843e-01, 4.22965199e-01, ...,\n 6.33510888e-01, 4.75252001e-03, 4.87855554e-01]]), 8780335: array([[0.00000000e+00, 1.45539809e-02, 1.62413731e-01, ...,\n 2.64268070e-01, 1.76413939e-03, 4.99451578e-01],\n [1.00000000e+01, 1.45541364e-02, 1.62385464e-01, ...,\n 2.64223665e-01, 1.76384288e-03, 4.99451727e-01],\n [2.00000000e+01, 1.45542929e-02, 1.62386522e-01, ...,\n 2.64225364e-01, 1.76385429e-03, 4.99451727e-01],\n ...,\n [1.07997000e+06, 9.82428417e-02, 3.32724005e-01, ...,\n 5.19781172e-01, 3.46983434e-03, 4.98314410e-01],\n [1.07998000e+06, 9.82425734e-02, 3.32723618e-01, ...,\n 5.19780576e-01, 3.46983038e-03, 4.98314410e-01],\n [1.07999000e+06, 9.82423127e-02, 3.32723379e-01, ...,\n 5.19780159e-01, 3.46982758e-03, 4.98314410e-01]]), 8780337: array([[0.00000000e+00, 6.48301691e-02, 2.44687647e-01, ...,\n 3.86679649e-01, 2.32519326e-03, 4.98100400e-01],\n [1.00000000e+01, 6.48307279e-02, 2.44691744e-01, ...,\n 3.86685669e-01, 2.32522958e-03, 4.98100430e-01],\n [2.00000000e+01, 6.48312867e-02, 2.44692460e-01, ...,\n 3.86686713e-01, 2.32523587e-03, 4.98100430e-01],\n ...,\n [1.07997000e+06, 1.67586997e-01, 3.43964338e-01, ...,\n 5.27846813e-01, 3.17406375e-03, 4.96699303e-01],\n [1.07998000e+06, 1.67586565e-01, 3.43964010e-01, ...,\n 5.27846336e-01, 3.17406096e-03, 4.96699303e-01],\n [1.07999000e+06, 1.67586133e-01, 3.43963742e-01, ...,\n 5.27845919e-01, 3.17405839e-03, 4.96699303e-01]]), 8780339: array([[0.00000000e+00, 2.52256561e-02, 2.33622536e-01, ...,\n 3.75476450e-01, 2.10233172e-03, 4.99524564e-01],\n [1.00000000e+01, 2.52258405e-02, 2.33632088e-01, ...,\n 3.75491023e-01, 2.10241345e-03, 4.99524534e-01],\n [2.00000000e+01, 2.52260249e-02, 2.33632609e-01, ...,\n 3.75491798e-01, 2.10241764e-03, 4.99524534e-01],\n ...,\n [1.07997000e+06, 7.56854489e-02, 3.51166338e-01, ...,\n 5.49361229e-01, 3.07593076e-03, 4.99092549e-01],\n [1.07998000e+06, 7.56853446e-02, 3.51166099e-01, ...,\n 5.49360931e-01, 3.07592913e-03, 4.99092549e-01],\n [1.07999000e+06, 7.56852478e-02, 3.51165980e-01, ...,\n 5.49360752e-01, 3.07592819e-03, 4.99092549e-01]]), 8780341: array([[0.00000000e+00, 2.33159065e-01, 3.51222426e-01, ...,\n 5.34965932e-01, 2.46641738e-03, 4.96276110e-01],\n [1.00000000e+01, 2.33160093e-01, 3.51261288e-01, ...,\n 5.35018802e-01, 2.46666116e-03, 4.96276915e-01],\n [2.00000000e+01, 2.33161107e-01, 3.51261020e-01, ...,\n 5.35018444e-01, 2.46665953e-03, 4.96276885e-01],\n ...,\n [1.07997000e+06, 3.26522440e-01, 3.95022541e-01, ...,\n 5.93844771e-01, 2.73787370e-03, 4.95629966e-01],\n [1.07998000e+06, 3.26521724e-01, 3.95022184e-01, ...,\n 5.93844354e-01, 2.73787184e-03, 4.95629966e-01],\n [1.07999000e+06, 3.26521039e-01, 3.95022005e-01, ...,\n 5.93843997e-01, 2.73786997e-03, 4.95629966e-01]]), 8778333: array([[0.00000000e+00, 7.77896401e-03, 1.22134566e-01, ...,\n 1.99871823e-01, 1.95760839e-03, 4.99298722e-01],\n [1.00000000e+01, 7.77899427e-03, 1.22146554e-01, ...,\n 1.99890941e-01, 1.95779558e-03, 4.99298245e-01],\n [2.00000000e+01, 7.77902454e-03, 1.22146621e-01, ...,\n 1.99891031e-01, 1.95779651e-03, 4.99298245e-01],\n ...,\n [1.07997000e+06, 4.70201448e-02, 2.43237332e-01, ...,\n 3.86213094e-01, 3.78269423e-03, 4.97975588e-01],\n [1.07998000e+06, 4.70199920e-02, 2.43237019e-01, ...,\n 3.86212647e-01, 3.78268980e-03, 4.97975618e-01],\n [1.07999000e+06, 4.70198430e-02, 2.43236765e-01, ...,\n 3.86212260e-01, 3.78268608e-03, 4.97975618e-01]]), 8778335: array([[0.00000000e+00, 2.25106273e-02, 1.65949196e-01, ...,\n 2.67840981e-01, 2.13930500e-03, 4.98595297e-01],\n [1.00000000e+01, 2.25106906e-02, 1.65945306e-01, ...,\n 2.67834991e-01, 2.13925727e-03, 4.98595297e-01],\n [2.00000000e+01, 2.25107539e-02, 1.65945560e-01, ...,\n 2.67835379e-01, 2.13926029e-03, 4.98595297e-01],\n ...,\n [1.07997000e+06, 1.19760245e-01, 3.07711691e-01, ...,\n 4.76291716e-01, 3.80424713e-03, 4.96256322e-01],\n [1.07998000e+06, 1.19759828e-01, 3.07711273e-01, ...,\n 4.76291239e-01, 3.80424317e-03, 4.96256322e-01],\n [1.07999000e+06, 1.19759411e-01, 3.07710946e-01, ...,\n 4.76290762e-01, 3.80423944e-03, 4.96256322e-01]]), 8778337: array([[0.00000000e+00, 1.30094028e+00, 4.43614393e-01, ...,\n 6.76642239e-01, 2.72619771e-03, 4.90934610e-01],\n [1.00000000e+01, 1.30096257e+00, 4.43623453e-01, ...,\n 6.76654518e-01, 2.72624707e-03, 4.90926534e-01],\n [2.00000000e+01, 1.30098498e+00, 4.43626136e-01, ...,\n 6.76658154e-01, 2.72626174e-03, 4.90926445e-01],\n ...,\n [1.07997000e+06, 2.28947210e+00, 5.36871493e-01, ...,\n 8.01830173e-01, 3.23058106e-03, 4.87597495e-01],\n [1.07998000e+06, 2.28945255e+00, 5.36870062e-01, ...,\n 8.01828146e-01, 3.23057291e-03, 4.87597555e-01],\n [1.07999000e+06, 2.28943300e+00, 5.36868572e-01, ...,\n 8.01826179e-01, 3.23056499e-03, 4.87597615e-01]]), 8778339: array([[0.00000000e+00, 4.70849466e+00, 3.01094711e-01, ...,\n 2.00570717e-01, 2.67427624e-03, 2.50000000e-01],\n [1.00000000e+01, 4.70851040e+00, 3.01090866e-01, ...,\n 2.00565904e-01, 2.67421221e-03, 2.50000000e-01],\n [2.00000000e+01, 4.70852613e+00, 3.01091075e-01, ...,\n 2.00566128e-01, 2.67421501e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.69697380e+00, 3.38032573e-01, ...,\n 2.49176607e-01, 3.32235475e-03, 2.50000000e-01],\n [1.07998000e+06, 8.69689560e+00, 3.38031977e-01, ...,\n 2.49175727e-01, 3.32234311e-03, 2.50000000e-01],\n [1.07999000e+06, 8.69681740e+00, 3.38031352e-01, ...,\n 2.49174878e-01, 3.32233170e-03, 2.50000000e-01]]), 8778341: array([[0.00000000e+00, 3.82515863e-02, 3.11763912e-01, ...,\n 4.95541066e-01, 1.99653953e-03, 4.99683380e-01],\n [1.00000000e+01, 3.82518508e-02, 3.11741740e-01, ...,\n 4.95508075e-01, 1.99640659e-03, 4.99683380e-01],\n [2.00000000e+01, 3.82521115e-02, 3.11742902e-01, ...,\n 4.95509863e-01, 1.99641380e-03, 4.99683380e-01],\n ...,\n [1.07997000e+06, 4.95098010e-02, 3.42945695e-01, ...,\n 5.41536927e-01, 2.18185713e-03, 4.99631435e-01],\n [1.07998000e+06, 4.95096184e-02, 3.42945188e-01, ...,\n 5.41536331e-01, 2.18185480e-03, 4.99631435e-01],\n [1.07999000e+06, 4.95094359e-02, 3.42944741e-01, ...,\n 5.41535556e-01, 2.18185154e-03, 4.99631435e-01]]), 8778343: array([[0.00000000e+00, 9.07330438e-02, 3.43754381e-01, ...,\n 5.42755961e-01, 7.30492547e-03, 4.97801453e-01],\n [1.00000000e+01, 9.07337591e-02, 3.43731761e-01, ...,\n 5.42722821e-01, 7.30447937e-03, 4.97801274e-01],\n [2.00000000e+01, 9.07344669e-02, 3.43733191e-01, ...,\n 5.42724907e-01, 7.30450777e-03, 4.97801274e-01],\n ...,\n [1.07997000e+06, 1.26354143e-01, 3.87791246e-01, ...,\n 6.06585979e-01, 8.16401094e-03, 4.97331351e-01],\n [1.07998000e+06, 1.26353815e-01, 3.87790799e-01, ...,\n 6.06585383e-01, 8.16400256e-03, 4.97331351e-01],\n [1.07999000e+06, 1.26353487e-01, 3.87790442e-01, ...,\n 6.06584847e-01, 8.16399511e-03, 4.97331381e-01]]), 8778345: array([[0.00000000e+00, 2.09499285e-01, 3.27099025e-01, ...,\n 5.10127068e-01, 2.31035799e-03, 4.97445107e-01],\n [1.00000000e+01, 2.09499285e-01, 3.27011675e-01, ...,\n 5.10002494e-01, 2.30979384e-03, 4.97443616e-01],\n [2.00000000e+01, 2.09499270e-01, 3.27013344e-01, ...,\n 5.10004878e-01, 2.30980455e-03, 4.97443646e-01],\n ...,\n [1.07997000e+06, 3.71647894e-01, 4.00309712e-01, ...,\n 6.12555206e-01, 2.77425349e-03, 4.96444285e-01],\n [1.07998000e+06, 3.71645898e-01, 4.00308967e-01, ...,\n 6.12554193e-01, 2.77424906e-03, 4.96444285e-01],\n [1.07999000e+06, 3.71643931e-01, 4.00308281e-01, ...,\n 6.12553298e-01, 2.77424487e-03, 4.96444285e-01]]), 8778347: array([[0.00000000e+00, 6.17352724e+00, 4.69038099e-01, ...,\n 6.88519001e-01, 3.28648696e-03, 4.31678504e-01],\n [1.00000000e+01, 6.17355394e+00, 5.98001480e-01, ...,\n 3.62639993e-01, 1.73097861e-03, 4.60611045e-01],\n [2.00000000e+01, 6.17360067e+00, 4.69082475e-01, ...,\n 6.88576460e-01, 3.28676123e-03, 4.31769788e-01],\n ...,\n [1.07997000e+06, 1.19598188e+01, 6.62036002e-01, ...,\n 4.35854405e-01, 2.08045077e-03, 4.36139762e-01],\n [1.07998000e+06, 1.19597054e+01, 6.62034988e-01, ...,\n 4.35853094e-01, 2.08044448e-03, 4.36140180e-01],\n [1.07999000e+06, 1.19595928e+01, 6.62033975e-01, ...,\n 4.35851753e-01, 2.08043796e-03, 4.36140597e-01]]), 8778353: array([[0.00000000e+00, 6.16205645e+00, 9.56423134e-02, ...,\n 8.18018541e-02, 1.18898042e-03, 2.50000000e-01],\n [1.00000000e+01, 6.16208935e+00, 9.56424475e-02, ...,\n 8.18020180e-02, 1.18898286e-03, 2.50000000e-01],\n [2.00000000e+01, 6.16212225e+00, 9.56425741e-02, ...,\n 8.18022043e-02, 1.18898554e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20669031e+01, 1.14291057e-01, ...,\n 1.07879542e-01, 1.56801660e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20667849e+01, 1.14290752e-01, ...,\n 1.07879102e-01, 1.56801019e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20666656e+01, 1.14290431e-01, ...,\n 1.07878648e-01, 1.56800367e-03, 2.50000000e-01]]), 8778363: array([[0.00000000e+00, 6.18286324e+00, 7.62723804e-01, ...,\n 1.15254354e+00, 3.49998055e-03, 4.93245900e-01],\n [1.00000000e+01, 6.18289328e+00, 7.62724280e-01, ...,\n 1.15254426e+00, 3.49998265e-03, 4.93246317e-01],\n [2.00000000e+01, 6.18292284e+00, 7.62725532e-01, ...,\n 1.15254593e+00, 3.49998777e-03, 4.93246317e-01],\n ...,\n [1.07997000e+06, 1.23941212e+01, 1.13155806e+00, ...,\n 6.93423569e-01, 2.10575038e-03, 4.93957281e-01],\n [1.07998000e+06, 1.23939524e+01, 9.59376872e-01, ...,\n 1.41195762e+00, 4.28775465e-03, 4.90164816e-01],\n [1.07999000e+06, 1.23938694e+01, 1.13155103e+00, ...,\n 6.93425715e-01, 2.10575690e-03, 4.93957430e-01]]), 8778423: array([[0.00000000e+00, 1.76085814e-04, 4.04486544e-02, ...,\n 6.72033429e-02, 3.95313790e-03, 4.99917060e-01],\n [1.00000000e+01, 1.76087153e-04, 4.04890664e-02, ...,\n 6.72701746e-02, 3.95706901e-03, 4.99917120e-01],\n [2.00000000e+01, 1.76088448e-04, 4.05023657e-02, ...,\n 6.72921613e-02, 3.95836262e-03, 4.99917150e-01],\n ...,\n [1.07997000e+06, 2.02469295e-03, 1.25928909e-01, ...,\n 2.06365198e-01, 1.21391295e-02, 4.99072760e-01],\n [1.07998000e+06, 2.02469155e-03, 1.25928864e-01, ...,\n 2.06365138e-01, 1.21391257e-02, 4.99072760e-01],\n [1.07999000e+06, 2.02469015e-03, 1.25928834e-01, ...,\n 2.06365108e-01, 1.21391239e-02, 4.99072760e-01]]), 8778425: array([[0.00000000e+00, 2.75549721e-02, 1.02316201e-01, ...,\n 1.57603472e-01, 7.16379425e-03, 3.52228284e-01],\n [1.00000000e+01, 2.75550764e-02, 1.02142662e-01, ...,\n 1.57362536e-01, 7.15284282e-03, 3.51281285e-01],\n [2.00000000e+01, 2.75551826e-02, 1.02146149e-01, ...,\n 1.57367364e-01, 7.15306215e-03, 3.51288408e-01],\n ...,\n [1.07997000e+06, 4.11565751e-02, 1.17370859e-01, ...,\n 1.78208470e-01, 8.10038485e-03, 3.12526524e-01],\n [1.07998000e+06, 4.11564149e-02, 1.17370717e-01, ...,\n 1.78208262e-01, 8.10037553e-03, 3.12526971e-01],\n [1.07999000e+06, 4.11562547e-02, 1.17370546e-01, ...,\n 1.78208038e-01, 8.10036529e-03, 3.12527359e-01]]), 8778429: array([[0.00000000e+00, 3.20360251e-02, 3.10371101e-01, ...,\n 4.97319698e-01, 1.73888002e-02, 4.98198062e-01],\n [1.00000000e+01, 3.20360698e-02, 3.10384184e-01, ...,\n 4.97339487e-01, 1.73894931e-02, 4.98198032e-01],\n [2.00000000e+01, 3.20361108e-02, 3.10384125e-01, ...,\n 4.97339398e-01, 1.73894893e-02, 4.98198032e-01],\n ...,\n [1.07997000e+06, 3.56320404e-02, 3.23071450e-01, ...,\n 5.16501307e-01, 1.80594865e-02, 4.98081326e-01],\n [1.07998000e+06, 3.56320180e-02, 3.23071361e-01, ...,\n 5.16501188e-01, 1.80594828e-02, 4.98081326e-01],\n [1.07999000e+06, 3.56319919e-02, 3.23071271e-01, ...,\n 5.16501009e-01, 1.80594753e-02, 4.98081326e-01]]), 8778437: array([[0.00000000e+00, 1.91468338e-03, 6.68211803e-02, ...,\n 1.10215344e-01, 2.81161605e-03, 4.98686999e-01],\n [1.00000000e+01, 1.91469525e-03, 6.68272376e-02, ...,\n 1.10225216e-01, 2.81186774e-03, 4.98689473e-01],\n [2.00000000e+01, 1.91470701e-03, 6.68274462e-02, ...,\n 1.10225551e-01, 2.81187636e-03, 4.98689473e-01],\n ...,\n [1.07997000e+06, 1.30759450e-02, 1.42145574e-01, ...,\n 2.29642004e-01, 5.85821457e-03, 4.95959997e-01],\n [1.07998000e+06, 1.30759105e-02, 1.42145455e-01, ...,\n 2.29641825e-01, 5.85820992e-03, 4.95959997e-01],\n [1.07999000e+06, 1.30758751e-02, 1.42145321e-01, ...,\n 2.29641587e-01, 5.85820386e-03, 4.95959997e-01]]), 8778443: array([[0.00000000e+00, 3.37467855e-03, 7.89928213e-02, ...,\n 1.28623605e-01, 3.85100604e-03, 4.95122552e-01],\n [1.00000000e+01, 3.37469741e-03, 7.89784864e-02, ...,\n 1.28601044e-01, 3.85033060e-03, 4.95126575e-01],\n [2.00000000e+01, 3.37471603e-03, 7.89787918e-02, ...,\n 1.28601506e-01, 3.85034434e-03, 4.95126516e-01],\n ...,\n [1.07997000e+06, 3.06830294e-02, 1.80482313e-01, ...,\n 2.79630005e-01, 8.37215595e-03, 4.82116610e-01],\n [1.07998000e+06, 3.06829084e-02, 1.80482060e-01, ...,\n 2.79629618e-01, 8.37214384e-03, 4.82116640e-01],\n [1.07999000e+06, 3.06827892e-02, 1.80481836e-01, ...,\n 2.79629290e-01, 8.37213453e-03, 4.82116699e-01]]), 8778725: array([[0.00000000e+00, 2.88757321e-04, 7.19331205e-03, ...,\n 1.11125885e-02, 7.31091364e-04, 2.50000000e-01],\n [1.00000000e+01, 2.88759096e-04, 7.19332788e-03, ...,\n 1.11126108e-02, 7.31092819e-04, 2.50000000e-01],\n [2.00000000e+01, 2.88760872e-04, 7.19334371e-03, ...,\n 1.11126322e-02, 7.31094275e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17602712e-03, 1.15115633e-02, ...,\n 1.67867392e-02, 1.10439083e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17602246e-03, 1.15115494e-02, ...,\n 1.67867225e-02, 1.10438967e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17601780e-03, 1.15115363e-02, ...,\n 1.67867038e-02, 1.10438850e-03, 2.50000000e-01]]), 8778733: array([[0.00000000e+00, 6.52402196e-06, 1.78678299e-03, ...,\n 2.93616671e-03, 1.85833342e-04, 2.50000000e-01],\n [1.00000000e+01, 6.52404060e-06, 1.78679114e-03, ...,\n 2.93617998e-03, 1.85834171e-04, 2.50000000e-01],\n [2.00000000e+01, 6.52405924e-06, 1.78679428e-03, ...,\n 2.93618487e-03, 1.85834491e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.08104912e-04, 5.66177256e-03, ...,\n 8.76594242e-03, 5.54806495e-04, 2.50000000e-01],\n [1.07998000e+06, 1.08104607e-04, 5.66176604e-03, ...,\n 8.76593217e-03, 5.54805854e-04, 2.50000000e-01],\n [1.07999000e+06, 1.08104301e-04, 5.66176092e-03, ...,\n 8.76592565e-03, 5.54805447e-04, 2.50000000e-01]]), 8776699: array([[0.00000000e+00, 2.56405864e-02, 2.91809469e-01, ...,\n 4.64431137e-01, 3.78818228e-03, 4.99493033e-01],\n [1.00000000e+01, 2.56404337e-02, 2.91796982e-01, ...,\n 4.64412451e-01, 3.78802978e-03, 4.99493062e-01],\n [2.00000000e+01, 2.56402828e-02, 2.91796476e-01, ...,\n 4.64411765e-01, 3.78802419e-03, 4.99493062e-01],\n ...,\n [1.07997000e+06, 1.76918376e-02, 2.53807753e-01, ...,\n 4.07250494e-01, 3.32178222e-03, 4.99592781e-01],\n [1.07998000e+06, 1.76917892e-02, 2.53807485e-01, ...,\n 4.07250077e-01, 3.32177873e-03, 4.99592781e-01],\n [1.07999000e+06, 1.76917408e-02, 2.53807217e-01, ...,\n 4.07249659e-01, 3.32177547e-03, 4.99592781e-01]]), 8778571: array([[0.00000000e+00, 1.41488999e-04, 4.85030515e-03, ...,\n 7.82319717e-03, 9.77899693e-03, 2.50000000e-01],\n [1.00000000e+01, 1.41489567e-04, 4.85031260e-03, ...,\n 7.82320835e-03, 9.77900997e-03, 2.50000000e-01],\n [2.00000000e+01, 1.41490134e-04, 4.85032052e-03, ...,\n 7.82321952e-03, 9.77902487e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.62973627e-03, 1.17284395e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07998000e+06, 1.62973569e-03, 1.17284385e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07999000e+06, 1.62973499e-03, 1.17284376e-02, ...,\n 1.75818466e-02, 2.19773091e-02, 2.50000000e-01]]), 8778575: array([[0.00000000e+00, 1.99058466e-03, 1.15857534e-02, ...,\n 1.77355167e-02, 1.10846981e-02, 2.50000000e-01],\n [1.00000000e+01, 1.99058885e-03, 1.15413768e-02, ...,\n 1.76747274e-02, 1.10467048e-02, 2.50000000e-01],\n [2.00000000e+01, 1.99059304e-03, 1.15422234e-02, ...,\n 1.76758878e-02, 1.10474303e-02, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.06753218e-02, 2.87923198e-02, ...,\n 2.19736248e-02, 1.37335155e-02, 2.50000000e-01],\n [1.07998000e+06, 3.06752063e-02, 2.87923012e-02, ...,\n 2.19735950e-02, 1.37334969e-02, 2.50000000e-01],\n [1.07999000e+06, 3.06750908e-02, 2.87922826e-02, ...,\n 2.19735671e-02, 1.37334792e-02, 2.50000000e-01]]), 8778583: array([[0.00000000e+00, 2.77352729e-03, 1.76582336e-02, ...,\n 1.18251471e-02, 1.07501342e-03, 2.50000000e-01],\n [1.00000000e+01, 2.77349493e-03, 1.49574680e-02, ...,\n 2.10108608e-02, 1.91007834e-03, 2.50000000e-01],\n [2.00000000e+01, 2.77347676e-03, 1.76583044e-02, ...,\n 1.18252439e-02, 1.07502216e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88325439e-03, 1.62331257e-02, ...,\n 1.03868712e-02, 9.44261032e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88324356e-03, 1.33452741e-02, ...,\n 1.90485809e-02, 1.73168920e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88323786e-03, 1.62330456e-02, ...,\n 1.03868349e-02, 9.44257714e-04, 2.50000000e-01]]), 8778585: array([[0.00000000e+00, 6.68685650e-04, 1.02807274e-02, ...,\n 1.47796031e-02, 8.85006157e-04, 2.50000000e-01],\n [1.00000000e+01, 6.68687338e-04, 1.02807339e-02, ...,\n 1.47796124e-02, 8.85006739e-04, 2.50000000e-01],\n [2.00000000e+01, 6.68689026e-04, 1.02807423e-02, ...,\n 1.47796208e-02, 8.85007204e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.49447034e-04, 1.06413541e-02, ...,\n 1.52193448e-02, 9.11337964e-04, 2.50000000e-01],\n [1.07998000e+06, 7.49443192e-04, 1.06413383e-02, ...,\n 1.52193271e-02, 9.11336916e-04, 2.50000000e-01],\n [1.07999000e+06, 7.49439350e-04, 1.06413215e-02, ...,\n 1.52193075e-02, 9.11335752e-04, 2.50000000e-01]]), 8778587: array([[0.00000000e+00, 1.46193057e-03, 1.26608526e-02, ...,\n 1.79690868e-02, 1.69519684e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46192394e-03, 1.55264363e-02, ...,\n 1.00284331e-02, 9.46078624e-04, 2.50000000e-01],\n [2.00000000e+01, 1.46191171e-03, 1.26608266e-02, ...,\n 1.79690570e-02, 1.69519405e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.34445576e-03, 1.45615982e-02, ...,\n 9.87655111e-03, 9.31750110e-04, 2.50000000e-01],\n [1.07998000e+06, 1.34444702e-03, 1.23471487e-02, ...,\n 1.75877083e-02, 1.65921776e-03, 2.50000000e-01],\n [1.07999000e+06, 1.34444213e-03, 1.45615572e-02, ...,\n 9.87659581e-03, 9.31754359e-04, 2.50000000e-01]]), 8778589: array([[0.00000000e+00, 1.11990301e-02, 2.36048717e-02, ...,\n 1.63950343e-02, 1.27093284e-03, 2.50000000e-01],\n [1.00000000e+01, 1.11989714e-02, 2.36048494e-02, ...,\n 1.63950045e-02, 1.27093063e-03, 2.50000000e-01],\n [2.00000000e+01, 1.11989127e-02, 2.36048307e-02, ...,\n 1.63949765e-02, 1.27092842e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.57418496e-03, 2.26661991e-02, ...,\n 1.50875142e-02, 1.16957480e-03, 2.50000000e-01],\n [1.07998000e+06, 8.57414305e-03, 2.26661824e-02, ...,\n 1.50874937e-02, 1.16957317e-03, 2.50000000e-01],\n [1.07999000e+06, 8.57410114e-03, 2.26661693e-02, ...,\n 1.50874741e-02, 1.16957165e-03, 2.50000000e-01]]), 8778591: array([[0.00000000e+00, 5.86216375e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 5.85852306e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 5.85488462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778593: array([[0.00000000e+00, 1.07079558e-03, 1.43937366e-02, ...,\n 9.56768729e-03, 8.31972808e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07077078e-03, 1.18891718e-02, ...,\n 1.66938379e-02, 1.45163806e-03, 2.50000000e-01],\n [2.00000000e+01, 1.07075670e-03, 1.43939611e-02, ...,\n 9.56796110e-03, 8.31996615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.58009434e-04, 1.02645671e-02, ...,\n 1.47312284e-02, 1.28097646e-03, 2.50000000e-01],\n [1.07998000e+06, 6.58006582e-04, 1.02645531e-02, ...,\n 1.47312107e-02, 1.28097483e-03, 2.50000000e-01],\n [1.07999000e+06, 6.58003730e-04, 1.02645401e-02, ...,\n 1.47311939e-02, 1.28097343e-03, 2.50000000e-01]]), 8778595: array([[0.00000000e+00, 2.10566600e-06, 9.43416380e-04, ...,\n 1.56547781e-03, 1.22302954e-04, 3.50574523e-01],\n [1.00000000e+01, 2.10448297e-06, 9.41228296e-04, ...,\n 1.56187091e-03, 1.22021163e-04, 3.50435138e-01],\n [2.00000000e+01, 2.10330131e-06, 9.40303609e-04, ...,\n 1.56034657e-03, 1.21902078e-04, 3.50435406e-01],\n ...,\n [1.07997000e+06, 2.82915670e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07998000e+06, 2.82742163e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07999000e+06, 2.82568760e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01]]), 8778597: array([[0.00000000e+00, 1.01312867e-03, 1.41610950e-01, ...,\n 2.34009758e-01, 1.82820130e-02, 4.99918312e-01],\n [1.00000000e+01, 1.01312867e-03, 1.41571745e-01, ...,\n 2.33945802e-01, 1.82770155e-02, 4.99918252e-01],\n [2.00000000e+01, 1.01312867e-03, 1.41564429e-01, ...,\n 2.33933836e-01, 1.82760805e-02, 4.99918252e-01],\n ...,\n [1.07997000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07998000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07999000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01]]), 8778599: array([[0.00000000e+00, 4.29188833e-03, 1.24442779e-01, ...,\n 1.98536322e-01, 9.54501517e-03, 4.94031847e-01],\n [1.00000000e+01, 4.29188833e-03, 1.24432050e-01, ...,\n 1.98520228e-01, 9.54424217e-03, 4.94032979e-01],\n [2.00000000e+01, 4.29188833e-03, 1.24432184e-01, ...,\n 1.98520452e-01, 9.54425242e-03, 4.94032979e-01],\n ...,\n [1.07997000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07998000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07999000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01]]), 8778601: array([[0.00000000e+00, 2.70264153e-03, 1.71096697e-02, ...,\n 1.19926557e-02, 7.63863442e-04, 2.50000000e-01],\n [1.00000000e+01, 2.70263990e-03, 1.71096697e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n [2.00000000e+01, 2.70263827e-03, 1.71096660e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.32237554e-03, 1.67535711e-02, ...,\n 1.14653511e-02, 7.30277156e-04, 2.50000000e-01],\n [1.07998000e+06, 2.32235319e-03, 1.44492928e-02, ...,\n 2.01501306e-02, 1.28344784e-03, 2.50000000e-01],\n [1.07999000e+06, 2.32234038e-03, 1.67535357e-02, ...,\n 1.14653008e-02, 7.30273954e-04, 2.50000000e-01]]), 8778603: array([[0.00000000e+00, 1.06547622e-03, 1.43830488e-02, ...,\n 9.55479965e-03, 8.68618197e-04, 2.50000000e-01],\n [1.00000000e+01, 1.06545212e-03, 1.18721435e-02, ...,\n 1.66734084e-02, 1.51576439e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06543850e-03, 1.43832508e-02, ...,\n 9.55504179e-03, 8.68640200e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.63718442e-04, 1.02914581e-02, ...,\n 1.47640267e-02, 1.34218426e-03, 2.50000000e-01],\n [1.07998000e+06, 6.63715589e-04, 1.02914460e-02, ...,\n 1.47640128e-02, 1.34218298e-03, 2.50000000e-01],\n [1.07999000e+06, 6.63712737e-04, 1.02914311e-02, ...,\n 1.47639951e-02, 1.34218147e-03, 2.50000000e-01]]), 8778605: array([[0.00000000e+00, 6.73570810e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.73211046e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.72851462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778607: array([[0.00000000e+00, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [1.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [2.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n ...,\n [1.07997000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07998000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07999000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01]]), 8778609: array([[0.00000000e+00, 4.61649586e-04, 7.71214720e-03, ...,\n 1.20384004e-02, 8.47774732e-04, 2.50000000e-01],\n [1.00000000e+01, 4.61659743e-04, 7.71220913e-03, ...,\n 1.20384889e-02, 8.47780961e-04, 2.50000000e-01],\n [2.00000000e+01, 4.61669901e-04, 7.71227060e-03, ...,\n 1.20385773e-02, 8.47787189e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.57163125e-03, 1.75115839e-02, ...,\n 2.47506555e-02, 1.74300396e-03, 2.50000000e-01],\n [1.07998000e+06, 5.57160750e-03, 2.07131207e-02, ...,\n 1.37097184e-02, 9.65473184e-04, 2.50000000e-01],\n [1.07999000e+06, 5.57156513e-03, 1.75115205e-02, ...,\n 2.47505810e-02, 1.74299872e-03, 2.50000000e-01]]), 8778611: array([[0.00000000e+00, 2.08389107e-02, 2.68489905e-02, ...,\n 1.91298500e-02, 1.40660664e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08387356e-02, 2.68489514e-02, ...,\n 1.91297941e-02, 1.40660256e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08385605e-02, 2.68489178e-02, ...,\n 1.91297401e-02, 1.40659860e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.02432089e-02, 2.67179310e-02, ...,\n 1.89388189e-02, 1.39256031e-03, 2.50000000e-01],\n [1.07998000e+06, 2.02430990e-02, 2.67179105e-02, ...,\n 1.89387836e-02, 1.39255763e-03, 2.50000000e-01],\n [1.07999000e+06, 2.02429891e-02, 2.67178863e-02, ...,\n 1.89387482e-02, 1.39255507e-03, 2.50000000e-01]]), 8778743: array([[0.00000000e+00, 1.35981455e-03, 7.44044036e-02, ...,\n 1.22551255e-01, 3.19977151e-03, 4.99168932e-01],\n [1.00000000e+01, 1.35981722e-03, 7.44116902e-02, ...,\n 1.22563049e-01, 3.20007955e-03, 4.99169946e-01],\n [2.00000000e+01, 1.35981990e-03, 7.44118243e-02, ...,\n 1.22563273e-01, 3.20008537e-03, 4.99169946e-01],\n ...,\n [1.07997000e+06, 7.70821236e-03, 1.47145897e-01, ...,\n 2.37567097e-01, 6.20279601e-03, 4.97708470e-01],\n [1.07998000e+06, 7.70820957e-03, 1.47145882e-01, ...,\n 2.37567067e-01, 6.20279554e-03, 4.97708470e-01],\n [1.07999000e+06, 7.70820677e-03, 1.47145867e-01, ...,\n 2.37567052e-01, 6.20279508e-03, 4.97708470e-01]]), 8778613: array([[0.00000000e+00, 1.61449099e-03, 1.15024168e-02, ...,\n 1.73583627e-02, 9.18431848e-04, 2.50000000e-01],\n [1.00000000e+01, 1.61450438e-03, 1.15024522e-02, ...,\n 1.73584055e-02, 9.18434118e-04, 2.50000000e-01],\n [2.00000000e+01, 1.61451777e-03, 1.15024839e-02, ...,\n 1.73584484e-02, 9.18436388e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.86772370e-03, 2.23083980e-02, ...,\n 1.48727223e-02, 7.86916527e-04, 2.50000000e-01],\n [1.07998000e+06, 7.86764175e-03, 1.89981777e-02, ...,\n 2.68428307e-02, 1.42025552e-03, 2.50000000e-01],\n [1.07999000e+06, 7.86759704e-03, 2.23084800e-02, ...,\n 1.48728276e-02, 7.86922057e-04, 2.50000000e-01]]), 8778615: array([[0.00000000e+00, 7.81406052e-05, 4.62748716e-03, ...,\n 7.37019582e-03, 4.69439226e-04, 2.50000000e-01],\n [1.00000000e+01, 7.81396666e-05, 4.62746620e-03, ...,\n 7.37016601e-03, 4.69437335e-04, 2.50000000e-01],\n [2.00000000e+01, 7.81387280e-05, 4.62744525e-03, ...,\n 7.37013342e-03, 4.69435268e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.76941941e-04, 9.88342706e-03, ...,\n 1.45827290e-02, 9.28836234e-04, 2.50000000e-01],\n [1.07998000e+06, 6.76938449e-04, 9.88341123e-03, ...,\n 1.45827085e-02, 9.28834954e-04, 2.50000000e-01],\n [1.07999000e+06, 6.76934957e-04, 9.88339540e-03, ...,\n 1.45826889e-02, 9.28833731e-04, 2.50000000e-01]]), 8778617: array([[0.00000000e+00, 3.64686875e-03, 2.12651685e-01, ...,\n 3.47943962e-01, 1.96578503e-02, 4.99625832e-01],\n [1.00000000e+01, 3.64686875e-03, 2.12650493e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n [2.00000000e+01, 3.64686898e-03, 2.12650508e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n ...,\n [1.07997000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07998000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07999000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01]]), 8778619: array([[0.00000000e+00, 2.05523893e-03, 1.39395669e-02, ...,\n 1.95538700e-02, 1.71525171e-03, 2.50000000e-01],\n [1.00000000e+01, 2.05521658e-03, 1.65214874e-02, ...,\n 1.10740233e-02, 9.71405534e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05517677e-03, 1.39394449e-02, ...,\n 1.95537191e-02, 1.71523856e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.37149030e-03, 1.46074397e-02, ...,\n 1.01148197e-02, 8.87264905e-04, 2.50000000e-01],\n [1.07998000e+06, 1.37148390e-03, 1.23785678e-02, ...,\n 1.76609345e-02, 1.54920481e-03, 2.50000000e-01],\n [1.07999000e+06, 1.37148018e-03, 1.46074090e-02, ...,\n 1.01148738e-02, 8.87269620e-04, 2.50000000e-01]]), 8778621: array([[0.00000000e+00, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [1.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [2.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n ...,\n [1.07997000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07998000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07999000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01]]), 8778623: array([[0.00000000e+00, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [1.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [2.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n ...,\n [1.07997000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07998000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07999000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01]]), 8778625: array([[0.00000000e+00, 4.51784674e-03, 1.98937319e-02, ...,\n 1.30539630e-02, 1.03602884e-03, 2.50000000e-01],\n [1.00000000e+01, 4.51785047e-03, 1.66158192e-02, ...,\n 2.35340055e-02, 1.86777825e-03, 2.50000000e-01],\n [2.00000000e+01, 4.51785233e-03, 1.98938902e-02, ...,\n 1.30541604e-02, 1.03604456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.28951485e-03, 1.63637623e-02, ...,\n 2.32251380e-02, 1.84326502e-03, 2.50000000e-01],\n [1.07998000e+06, 4.28950088e-03, 1.97486356e-02, ...,\n 1.28730182e-02, 1.02166820e-03, 2.50000000e-01],\n [1.07999000e+06, 4.28947574e-03, 1.63637176e-02, ...,\n 2.32250802e-02, 1.84326037e-03, 2.50000000e-01]]), 8778627: array([[0.00000000e+00, 1.76287221e-03, 1.18725961e-02, ...,\n 1.78391766e-02, 1.00786309e-03, 2.50000000e-01],\n [1.00000000e+01, 1.76288700e-03, 1.18726306e-02, ...,\n 1.78392213e-02, 1.00786565e-03, 2.50000000e-01],\n [2.00000000e+01, 1.76290190e-03, 1.18726641e-02, ...,\n 1.78392660e-02, 1.00786809e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.68514634e-03, 1.50759593e-02, ...,\n 2.19612960e-02, 1.24075124e-03, 2.50000000e-01],\n [1.07998000e+06, 3.68512655e-03, 1.50759341e-02, ...,\n 2.19612643e-02, 1.24074938e-03, 2.50000000e-01],\n [1.07999000e+06, 3.68510676e-03, 1.50759080e-02, ...,\n 2.19612308e-02, 1.24074752e-03, 2.50000000e-01]]), 8778629: array([[0.00000000e+00, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [1.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [2.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n ...,\n [1.07997000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07998000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07999000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01]]), 8778631: array([[0.00000000e+00, 2.75691249e-03, 1.48195261e-02, ...,\n 2.09460035e-02, 1.23211788e-03, 2.50000000e-01],\n [1.00000000e+01, 2.75691249e-03, 1.78476982e-02, ...,\n 1.17327040e-02, 6.90159039e-04, 2.50000000e-01],\n [2.00000000e+01, 2.75691249e-03, 1.48195243e-02, ...,\n 2.09459998e-02, 1.23211765e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.49459478e-03, 1.75719280e-02, ...,\n 1.14033148e-02, 6.70783222e-04, 2.50000000e-01],\n [1.07998000e+06, 2.49457662e-03, 1.43902972e-02, ...,\n 2.04228852e-02, 1.20134617e-03, 2.50000000e-01],\n [1.07999000e+06, 2.49456684e-03, 1.75718945e-02, ...,\n 1.14032738e-02, 6.70780835e-04, 2.50000000e-01]]), 8778633: array([[0.00000000e+00, 1.49234862e-03, 1.26952648e-01, ...,\n 2.09481433e-01, 1.43480431e-02, 4.99797136e-01],\n [1.00000000e+01, 1.49234850e-03, 1.27003446e-01, ...,\n 2.09564000e-01, 1.43536981e-02, 4.99797463e-01],\n [2.00000000e+01, 1.49234850e-03, 1.27010420e-01, ...,\n 2.09575340e-01, 1.43544748e-02, 4.99797523e-01],\n ...,\n [1.07997000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07998000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07999000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01]]), 8778635: array([[0.00000000e+00, 1.06274930e-03, 1.10865869e-02, ...,\n 1.62893832e-02, 1.46751199e-03, 2.50000000e-01],\n [1.00000000e+01, 1.06275582e-03, 1.10866092e-02, ...,\n 1.62894111e-02, 1.46751443e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06276234e-03, 1.10866316e-02, ...,\n 1.62894391e-02, 1.46751700e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.51706965e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07998000e+06, 1.51599236e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07999000e+06, 1.51491576e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01]]), 8778637: array([[0.00000000e+00, 9.62961372e-03, 1.95751414e-02, ...,\n 2.79467814e-02, 1.41145359e-03, 2.50000000e-01],\n [1.00000000e+01, 9.62964352e-03, 2.36437730e-02, ...,\n 1.52430879e-02, 7.69852893e-04, 2.50000000e-01],\n [2.00000000e+01, 9.62969847e-03, 1.95751917e-02, ...,\n 2.79468466e-02, 1.41145685e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.04934750e-02, 2.39398405e-02, ...,\n 1.56085761e-02, 7.88311881e-04, 2.50000000e-01],\n [1.07998000e+06, 1.04934135e-02, 2.00836957e-02, ...,\n 2.85764635e-02, 1.44325569e-03, 2.50000000e-01],\n [1.07999000e+06, 1.04933800e-02, 2.39398070e-02, ...,\n 1.56085370e-02, 7.88309961e-04, 2.50000000e-01]]), 8778639: array([[0.00000000e+00, 3.02582886e-03, 1.31772697e-01, ...,\n 2.13125706e-01, 6.21357746e-03, 4.98709232e-01],\n [1.00000000e+01, 3.02583002e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n [2.00000000e+01, 3.02583119e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n ...,\n [1.07997000e+06, 8.26796226e-04, 7.90223479e-02, ...,\n 1.29838556e-01, 3.78538063e-03, 4.99394923e-01],\n [1.07998000e+06, 8.26795178e-04, 7.90223107e-02, ...,\n 1.29838496e-01, 3.78537877e-03, 4.99394923e-01],\n [1.07999000e+06, 8.26794130e-04, 7.90222734e-02, ...,\n 1.29838422e-01, 3.78537667e-03, 4.99394923e-01]]), 8778641: array([[0.00000000e+00, 2.26720911e-03, 6.79528490e-02, ...,\n 1.08555391e-01, 6.46163058e-03, 4.76981789e-01],\n [1.00000000e+01, 2.26720981e-03, 6.78933561e-02, ...,\n 1.08466007e-01, 6.45630993e-03, 4.76995051e-01],\n [2.00000000e+01, 2.26721051e-03, 6.78940937e-02, ...,\n 1.08467102e-01, 6.45637512e-03, 4.76994336e-01],\n ...,\n [1.07997000e+06, 9.53877825e-05, 1.75068621e-02, ...,\n 2.90079918e-02, 1.72666623e-03, 4.98379827e-01],\n [1.07998000e+06, 9.53876806e-05, 1.75068527e-02, ...,\n 2.90079750e-02, 1.72666518e-03, 4.98379827e-01],\n [1.07999000e+06, 9.53875788e-05, 1.75068472e-02, ...,\n 2.90079638e-02, 1.72666449e-03, 4.98379827e-01]]), 8778643: array([[0.00000000e+00, 7.60924617e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.60568127e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.60211726e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778645: array([[0.00000000e+00, 2.73849047e-03, 1.45909730e-02, ...,\n 2.08290424e-02, 1.60223409e-03, 2.50000000e-01],\n [1.00000000e+01, 2.73849815e-03, 1.79318674e-02, ...,\n 1.14290379e-02, 8.79156811e-04, 2.50000000e-01],\n [2.00000000e+01, 2.73851235e-03, 1.45910550e-02, ...,\n 2.08291430e-02, 1.60224189e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.78069987e-03, 1.80162303e-02, ...,\n 1.15087423e-02, 8.85287882e-04, 2.50000000e-01],\n [1.07998000e+06, 2.78068567e-03, 1.46577694e-02, ...,\n 2.09110249e-02, 1.60854042e-03, 2.50000000e-01],\n [1.07999000e+06, 2.78067798e-03, 1.80161893e-02, ...,\n 1.15087004e-02, 8.85284680e-04, 2.50000000e-01]]), 8778647: array([[0.00000000e+00, 1.18200667e-02, 3.41883391e-01, ...,\n 5.45862436e-01, 2.99924426e-02, 4.99115705e-01],\n [1.00000000e+01, 1.18200667e-02, 3.41880709e-01, ...,\n 5.45858502e-01, 2.99922265e-02, 4.99115705e-01],\n [2.00000000e+01, 1.18200667e-02, 3.41880769e-01, ...,\n 5.45858562e-01, 2.99922284e-02, 4.99115705e-01],\n ...,\n [1.07997000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07998000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07999000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01]]), 8778649: array([[0.00000000e+00, 6.85303239e-03, 2.30540305e-01, ...,\n 3.63886207e-01, 2.91108955e-02, 4.96671766e-01],\n [1.00000000e+01, 6.85303239e-03, 2.30521753e-01, ...,\n 3.63859117e-01, 2.91087292e-02, 4.96672243e-01],\n [2.00000000e+01, 6.85303239e-03, 2.30522007e-01, ...,\n 3.63859475e-01, 2.91087572e-02, 4.96672243e-01],\n ...,\n [1.07997000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07998000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07999000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01]]), 8778651: array([[0.00000000e+00, 8.47128744e-04, 9.93141346e-03, ...,\n 1.49746686e-02, 1.42615894e-03, 2.50000000e-01],\n [1.00000000e+01, 8.47134565e-04, 9.93143767e-03, ...,\n 1.49746994e-02, 1.42616185e-03, 2.50000000e-01],\n [2.00000000e+01, 8.47140327e-04, 9.93146095e-03, ...,\n 1.49747329e-02, 1.42616511e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.93444772e-03, 1.81942191e-02, ...,\n 1.15612810e-02, 1.10107439e-03, 2.50000000e-01],\n [1.07998000e+06, 2.93441373e-03, 1.48066152e-02, ...,\n 2.11606156e-02, 2.01529684e-03, 2.50000000e-01],\n [1.07999000e+06, 2.93439557e-03, 1.81941036e-02, ...,\n 1.15611795e-02, 1.10106473e-03, 2.50000000e-01]]), 8778653: array([[0.00000000e+00, 5.27094235e-04, 8.92902985e-02, ...,\n 1.47667572e-01, 8.06926657e-03, 4.99901831e-01],\n [1.00000000e+01, 5.27094235e-04, 8.92461613e-02, ...,\n 1.47595420e-01, 8.06532335e-03, 4.99901742e-01],\n [2.00000000e+01, 5.27094235e-04, 8.92369151e-02, ...,\n 1.47580311e-01, 8.06449819e-03, 4.99901712e-01],\n ...,\n [1.07997000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01],\n [1.07998000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120545e-01, 1.43235270e-02, 4.99583215e-01],\n [1.07999000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01]]), 8778655: array([[0.00000000e+00, 3.14313475e-05, 3.42915184e-03, ...,\n 5.52964397e-03, 3.17795639e-04, 2.50000000e-01],\n [1.00000000e+01, 3.14317658e-05, 3.42916884e-03, ...,\n 5.52967098e-03, 3.17797181e-04, 2.50000000e-01],\n [2.00000000e+01, 3.14321842e-05, 3.42918653e-03, ...,\n 5.52969798e-03, 3.17798724e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.64062226e-04, 7.46566942e-03, ...,\n 1.13055818e-02, 6.49746100e-04, 2.50000000e-01],\n [1.07998000e+06, 2.64060858e-04, 7.46565592e-03, ...,\n 1.13055632e-02, 6.49744994e-04, 2.50000000e-01],\n [1.07999000e+06, 2.64059490e-04, 7.46564381e-03, ...,\n 1.13055473e-02, 6.49744121e-04, 2.50000000e-01]]), 8778657: array([[0.00000000e+00, 1.05884497e-03, 1.12381419e-02, ...,\n 1.63796172e-02, 9.20203223e-04, 2.50000000e-01],\n [1.00000000e+01, 1.05885486e-03, 1.12381754e-02, ...,\n 1.63796600e-02, 9.20205668e-04, 2.50000000e-01],\n [2.00000000e+01, 1.05886476e-03, 1.12382071e-02, ...,\n 1.63796991e-02, 9.20207822e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.36798783e-03, 1.21661546e-02, ...,\n 1.75319910e-02, 9.84943355e-04, 2.50000000e-01],\n [1.07998000e+06, 1.36797945e-03, 1.21661322e-02, ...,\n 1.75319631e-02, 9.84941726e-04, 2.50000000e-01],\n [1.07999000e+06, 1.36797107e-03, 1.21661089e-02, ...,\n 1.75319351e-02, 9.84940212e-04, 2.50000000e-01]]), 8778659: array([[0.00000000e+00, 2.24584888e-04, 6.81333011e-03, ...,\n 1.05107138e-02, 7.72846630e-04, 2.50000000e-01],\n [1.00000000e+01, 2.24592426e-04, 6.81341207e-03, ...,\n 1.05108265e-02, 7.72854895e-04, 2.50000000e-01],\n [2.00000000e+01, 2.24599949e-04, 6.81349216e-03, ...,\n 1.05109401e-02, 7.72863277e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88554567e-03, 1.63683016e-02, ...,\n 1.08176386e-02, 7.95414613e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88552868e-03, 1.35795884e-02, ...,\n 1.91366989e-02, 1.40711025e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88551913e-03, 1.63682718e-02, ...,\n 1.08175986e-02, 7.95411703e-04, 2.50000000e-01]]), 8778665: array([[0.00000000e+00, 2.89533869e-03, 1.67959481e-01, ...,\n 2.73297578e-01, 1.10646794e-02, 4.99387652e-01],\n [1.00000000e+01, 2.89533893e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n [2.00000000e+01, 2.89533916e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n ...,\n [1.07997000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07998000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07999000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01]]), 8778667: array([[0.00000000e+00, 1.43450801e-03, 1.69143260e-01, ...,\n 2.77786821e-01, 1.42454784e-02, 4.99895185e-01],\n [1.00000000e+01, 1.43450801e-03, 1.69108465e-01, ...,\n 2.77730912e-01, 1.42426109e-02, 4.99895096e-01],\n [2.00000000e+01, 1.43450801e-03, 1.69104025e-01, ...,\n 2.77723819e-01, 1.42422477e-02, 4.99895066e-01],\n ...,\n [1.07997000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07998000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07999000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01]]), 8776619: array([[0.00000000e+00, 1.47640426e-03, 8.97057727e-02, ...,\n 1.48333952e-01, 1.29549310e-03, 4.99947280e-01],\n [1.00000000e+01, 1.47642673e-03, 8.97722766e-02, ...,\n 1.48442626e-01, 1.29644212e-03, 4.99947429e-01],\n [2.00000000e+01, 1.47644919e-03, 8.97819325e-02, ...,\n 1.48458406e-01, 1.29657995e-03, 4.99947459e-01],\n ...,\n [1.07997000e+06, 1.17125781e-02, 2.17658997e-01, ...,\n 3.52451593e-01, 3.07817990e-03, 4.99685377e-01],\n [1.07998000e+06, 1.17125539e-02, 2.17658833e-01, ...,\n 3.52451295e-01, 3.07817734e-03, 4.99685377e-01],\n [1.07999000e+06, 1.17125306e-02, 2.17658669e-01, ...,\n 3.52451056e-01, 3.07817524e-03, 4.99685377e-01]]), 8778669: array([[0.00000000e+00, 2.08480889e-03, 1.22443810e-02, ...,\n 1.84506625e-02, 1.27245951e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08481867e-03, 1.22443996e-02, ...,\n 1.84506886e-02, 1.27246126e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08482845e-03, 1.22444211e-02, ...,\n 1.84507128e-02, 1.27246289e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.48839525e-03, 2.28593890e-02, ...,\n 1.49247479e-02, 1.02929294e-03, 2.50000000e-01],\n [1.07998000e+06, 8.48834682e-03, 1.91555452e-02, ...,\n 2.72270888e-02, 1.87773025e-03, 2.50000000e-01],\n [1.07999000e+06, 8.48831981e-03, 2.28593610e-02, ...,\n 1.49247125e-02, 1.02929049e-03, 2.50000000e-01]]), 8780717: array([[0.00000000e+00, 3.60257566e-01, 3.77543122e-01, ...,\n 5.79489946e-01, 1.12829043e-03, 4.98334855e-01],\n [1.00000000e+01, 3.60257626e-01, 3.77610773e-01, ...,\n 5.79583347e-01, 1.12847227e-03, 4.98335451e-01],\n [2.00000000e+01, 3.60257685e-01, 3.77609342e-01, ...,\n 5.79581439e-01, 1.12846855e-03, 4.98335421e-01],\n ...,\n [1.07997000e+06, 5.42141855e-01, 4.35906380e-01, ...,\n 6.58971667e-01, 1.28304458e-03, 4.97963548e-01],\n [1.07998000e+06, 5.42139292e-01, 4.35905635e-01, ...,\n 6.58970654e-01, 1.28304260e-03, 4.97963548e-01],\n [1.07999000e+06, 5.42136788e-01, 4.35905010e-01, ...,\n 6.58969939e-01, 1.28304120e-03, 4.97963548e-01]]), 8780719: array([[0.00000000e+00, 3.76559913e-01, 3.21802586e-01, ...,\n 4.89123136e-01, 1.71141757e-03, 4.94204670e-01],\n [1.00000000e+01, 3.76563966e-01, 3.21799397e-01, ...,\n 4.89118874e-01, 1.71140267e-03, 4.94209915e-01],\n [2.00000000e+01, 3.76567990e-01, 3.21800560e-01, ...,\n 4.89120424e-01, 1.71140803e-03, 4.94209886e-01],\n ...,\n [1.07997000e+06, 6.50590599e-01, 3.86542767e-01, ...,\n 5.75382352e-01, 2.01323419e-03, 4.92153794e-01],\n [1.07998000e+06, 6.50587440e-01, 3.86542171e-01, ...,\n 5.75381577e-01, 2.01323163e-03, 4.92153823e-01],\n [1.07999000e+06, 6.50584340e-01, 3.86541605e-01, ...,\n 5.75380862e-01, 2.01322907e-03, 4.92153823e-01]]), 8776623: array([[0.00000000e+00, 3.87939188e-04, 6.72644973e-02, ...,\n 1.11709595e-01, 7.02576106e-03, 4.99944240e-01],\n [1.00000000e+01, 3.87939450e-04, 6.72251955e-02, ...,\n 1.11644678e-01, 7.02167815e-03, 4.99944210e-01],\n [2.00000000e+01, 3.87939683e-04, 6.72137290e-02, ...,\n 1.11625738e-01, 7.02048698e-03, 4.99944210e-01],\n ...,\n [1.07997000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07998000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07999000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01]]), 8778673: array([[0.00000000e+00, 3.21316742e-03, 1.78934336e-02, ...,\n 1.23967798e-02, 7.79671711e-04, 2.50000000e-01],\n [1.00000000e+01, 3.21314810e-03, 1.78934168e-02, ...,\n 1.23967584e-02, 7.79670372e-04, 2.50000000e-01],\n [2.00000000e+01, 3.21312877e-03, 1.78934019e-02, ...,\n 1.23967342e-02, 7.79668859e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.37737293e-03, 1.43699553e-02, ...,\n 2.02366542e-02, 1.27274566e-03, 2.50000000e-01],\n [1.07998000e+06, 2.37736362e-03, 1.71757527e-02, ...,\n 1.13962796e-02, 7.16747192e-04, 2.50000000e-01],\n [1.07999000e+06, 2.37734709e-03, 1.43699087e-02, ...,\n 2.02365965e-02, 1.27274194e-03, 2.50000000e-01]]), 8776625: array([[0.00000000e+00, 4.49171814e-04, 1.13345519e-01, ...,\n 1.87693790e-01, 2.43758168e-02, 4.99933422e-01],\n [1.00000000e+01, 4.49178653e-04, 1.13326095e-01, ...,\n 1.87661916e-01, 2.43716780e-02, 4.99933392e-01],\n [2.00000000e+01, 4.49184998e-04, 1.13321617e-01, ...,\n 1.87654585e-01, 2.43707262e-02, 4.99933392e-01],\n ...,\n [1.07997000e+06, 2.02335487e-03, 2.31621444e-01, ...,\n 3.78933609e-01, 4.92121577e-02, 4.99632090e-01],\n [1.07998000e+06, 2.02334905e-03, 2.31621176e-01, ...,\n 3.78933132e-01, 4.92120944e-02, 4.99632090e-01],\n [1.07999000e+06, 2.02334346e-03, 2.31620952e-01, ...,\n 3.78932804e-01, 4.92120534e-02, 4.99632090e-01]]), 8778675: array([[0.00000000e+00, 1.09925971e-03, 1.15542701e-02, ...,\n 1.66429970e-02, 1.68111082e-03, 2.50000000e-01],\n [1.00000000e+01, 1.09926786e-03, 1.15542980e-02, ...,\n 1.66430306e-02, 1.68111420e-03, 2.50000000e-01],\n [2.00000000e+01, 1.09927601e-03, 1.15543241e-02, ...,\n 1.66430641e-02, 1.68111757e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27472333e-03, 1.20847998e-02, ...,\n 1.72937661e-02, 1.74684508e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27471355e-03, 1.20847700e-02, ...,\n 1.72937326e-02, 1.74684159e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27470377e-03, 1.20847421e-02, ...,\n 1.72936991e-02, 1.74683821e-03, 2.50000000e-01]]), 8780723: array([[0.00000000e+00, 2.64072418e-02, 1.80796057e-01, ...,\n 2.93147236e-01, 6.42162631e-04, 4.99720633e-01],\n [1.00000000e+01, 2.64075566e-02, 1.80828765e-01, ...,\n 2.93198168e-01, 6.42274215e-04, 4.99720544e-01],\n [2.00000000e+01, 2.64078695e-02, 1.80829093e-01, ...,\n 2.93198705e-01, 6.42275380e-04, 4.99720544e-01],\n ...,\n [1.07997000e+06, 1.54072091e-01, 3.49149525e-01, ...,\n 5.43829262e-01, 1.19130185e-03, 4.99213040e-01],\n [1.07998000e+06, 1.54071525e-01, 3.49149048e-01, ...,\n 5.43828607e-01, 1.19130034e-03, 4.99213040e-01],\n [1.07999000e+06, 1.54070958e-01, 3.49148571e-01, ...,\n 5.43827891e-01, 1.19129883e-03, 4.99213040e-01]]), 8776629: array([[0.00000000e+00, 4.85185273e-02, 3.59526128e-01, ...,\n 5.68255365e-01, 4.00179811e-03, 4.99464840e-01],\n [1.00000000e+01, 4.85185683e-02, 3.59513849e-01, ...,\n 5.68237364e-01, 4.00167145e-03, 4.99464810e-01],\n [2.00000000e+01, 4.85186093e-02, 3.59514207e-01, ...,\n 5.68237901e-01, 4.00167517e-03, 4.99464810e-01],\n ...,\n [1.07997000e+06, 5.84799312e-02, 3.84981990e-01, ...,\n 6.05389535e-01, 4.26330650e-03, 4.99402672e-01],\n [1.07998000e+06, 5.84798492e-02, 3.84981811e-01, ...,\n 6.05389297e-01, 4.26330464e-03, 4.99402672e-01],\n [1.07999000e+06, 5.84797673e-02, 3.84981602e-01, ...,\n 6.05388939e-01, 4.26330231e-03, 4.99402702e-01]]), 8778677: array([[0.00000000e+00, 3.55187629e-04, 8.56306497e-03, ...,\n 1.25564830e-02, 1.05516671e-03, 2.50000000e-01],\n [1.00000000e+01, 3.55188095e-04, 8.56306870e-03, ...,\n 1.25564858e-02, 1.05516694e-03, 2.50000000e-01],\n [2.00000000e+01, 3.55188560e-04, 8.56307149e-03, ...,\n 1.25564914e-02, 1.05516741e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.73908633e-04, 1.12905344e-02, ...,\n 1.58857238e-02, 1.33493484e-03, 2.50000000e-01],\n [1.07998000e+06, 8.73905141e-04, 1.37901306e-02, ...,\n 9.10187140e-03, 7.64863158e-04, 2.50000000e-01],\n [1.07999000e+06, 8.73898913e-04, 1.12904981e-02, ...,\n 1.58856791e-02, 1.33493100e-03, 2.50000000e-01]]), 8778679: array([[0.00000000e+00, 4.11516195e-03, 1.87250320e-02, ...,\n 1.32688405e-02, 1.31374656e-03, 2.50000000e-01],\n [1.00000000e+01, 4.11513587e-03, 1.87250152e-02, ...,\n 1.32688154e-02, 1.31374411e-03, 2.50000000e-01],\n [2.00000000e+01, 4.11510980e-03, 1.87249947e-02, ...,\n 1.32687856e-02, 1.31374120e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.67277262e-03, 1.76231880e-02, ...,\n 1.16914492e-02, 1.15756923e-03, 2.50000000e-01],\n [1.07998000e+06, 2.67275656e-03, 1.47713954e-02, ...,\n 2.08108295e-02, 2.06047809e-03, 2.50000000e-01],\n [1.07999000e+06, 2.67274748e-03, 1.76231638e-02, ...,\n 1.16914194e-02, 1.15756632e-03, 2.50000000e-01]]), 8780721: array([[0.00000000e+00, 6.94812229e-03, 1.60914361e-01, ...,\n 2.64002472e-01, 1.61667156e-03, 4.99858290e-01],\n [1.00000000e+01, 6.94817910e-03, 1.60918593e-01, ...,\n 2.64009267e-01, 1.61671324e-03, 4.99858230e-01],\n [2.00000000e+01, 6.94823591e-03, 1.60919085e-01, ...,\n 2.64010072e-01, 1.61671813e-03, 4.99858230e-01],\n ...,\n [1.07997000e+06, 5.48220947e-02, 3.56030166e-01, ...,\n 5.65163195e-01, 3.46088922e-03, 4.99521881e-01],\n [1.07998000e+06, 5.48220240e-02, 3.56029987e-01, ...,\n 5.65162957e-01, 3.46088782e-03, 4.99521881e-01],\n [1.07999000e+06, 5.48219532e-02, 3.56029779e-01, ...,\n 5.65162778e-01, 3.46088666e-03, 4.99521881e-01]]), 8776633: array([[0.00000000e+00, 2.47818708e-01, 3.58639359e-01, ...,\n 5.50723851e-01, 6.07862975e-03, 4.92336482e-01],\n [1.00000000e+01, 2.47823656e-01, 3.58507305e-01, ...,\n 5.50541341e-01, 6.07661530e-03, 4.92329031e-01],\n [2.00000000e+01, 2.47828573e-01, 3.58512610e-01, ...,\n 5.50548673e-01, 6.07669633e-03, 4.92329061e-01],\n ...,\n [1.07997000e+06, 2.50602603e-01, 3.59906346e-01, ...,\n 5.52474082e-01, 6.09794771e-03, 4.92279947e-01],\n [1.07998000e+06, 2.50601500e-01, 3.59905809e-01, ...,\n 5.52473307e-01, 6.09793933e-03, 4.92279977e-01],\n [1.07999000e+06, 2.50600427e-01, 3.59905273e-01, ...,\n 5.52472651e-01, 6.09793235e-03, 4.92279977e-01]]), 8776627: array([[0.00000000e+00, 1.50321787e-02, 1.66803718e-01, ...,\n 2.68165708e-01, 6.09467551e-03, 4.96858060e-01],\n [1.00000000e+01, 1.50353611e-02, 1.66796058e-01, ...,\n 2.68153965e-01, 6.09440869e-03, 4.96857911e-01],\n [2.00000000e+01, 1.50385164e-02, 1.66809648e-01, ...,\n 2.68174738e-01, 6.09488040e-03, 4.96857524e-01],\n ...,\n [1.07997000e+06, 7.20547065e-02, 2.96396792e-01, ...,\n 4.56908673e-01, 1.03842886e-02, 4.92112875e-01],\n [1.07998000e+06, 7.20546097e-02, 2.96396703e-01, ...,\n 4.56908524e-01, 1.03842849e-02, 4.92112875e-01],\n [1.07999000e+06, 7.20545202e-02, 2.96396554e-01, ...,\n 4.56908256e-01, 1.03842793e-02, 4.92112905e-01]]), 8776635: array([[0.00000000e+00, 9.33041039e-04, 1.03199132e-01, ...,\n 1.68195471e-01, 8.71479139e-03, 4.99025643e-01],\n [1.00000000e+01, 9.33041214e-04, 1.03197731e-01, ...,\n 1.68193236e-01, 8.71467590e-03, 4.99025464e-01],\n [2.00000000e+01, 9.33041389e-04, 1.03197746e-01, ...,\n 1.68193266e-01, 8.71467683e-03, 4.99025464e-01],\n ...,\n [1.07997000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07998000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07999000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01]]), 8776631: array([[0.00000000e+00, 7.62817275e-04, 7.94796348e-02, ...,\n 1.31892398e-01, 2.17644218e-03, 4.99973387e-01],\n [1.00000000e+01, 7.62821233e-04, 7.95070753e-02, ...,\n 1.31937623e-01, 2.17718841e-03, 4.99973416e-01],\n [2.00000000e+01, 7.62825191e-04, 7.95135871e-02, ...,\n 1.31948352e-01, 2.17736559e-03, 4.99973416e-01],\n ...,\n [1.07997000e+06, 1.96487010e-02, 3.19391966e-01, ...,\n 5.14856100e-01, 8.49597529e-03, 4.99615371e-01],\n [1.07998000e+06, 1.96486935e-02, 3.19391906e-01, ...,\n 5.14856040e-01, 8.49597435e-03, 4.99615371e-01],\n [1.07999000e+06, 1.96486861e-02, 3.19391876e-01, ...,\n 5.14855981e-01, 8.49597342e-03, 4.99615371e-01]]), 8778685: array([[0.00000000e+00, 1.80046831e-03, 1.22218110e-01, ...,\n 2.00684503e-01, 9.74196568e-03, 4.99370366e-01],\n [1.00000000e+01, 1.80046831e-03, 1.22216061e-01, ...,\n 2.00681224e-01, 9.74180643e-03, 4.99370217e-01],\n [2.00000000e+01, 1.80046831e-03, 1.22216046e-01, ...,\n 2.00681195e-01, 9.74180549e-03, 4.99370217e-01],\n ...,\n [1.07997000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07998000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07999000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01]]), 8776637: array([[0.00000000e+00, 2.31881544e-01, 4.21007365e-01, ...,\n 6.48380220e-01, 4.22397535e-03, 4.97491926e-01],\n [1.00000000e+01, 2.31881022e-01, 4.21065897e-01, ...,\n 6.48461699e-01, 4.22450621e-03, 4.97492522e-01],\n [2.00000000e+01, 2.31880516e-01, 4.21064407e-01, ...,\n 6.48459613e-01, 4.22449224e-03, 4.97492522e-01],\n ...,\n [1.07997000e+06, 1.73548803e-01, 3.80025774e-01, ...,\n 5.90883613e-01, 3.84940440e-03, 4.97879386e-01],\n [1.07998000e+06, 1.73548371e-01, 3.80025506e-01, ...,\n 5.90883195e-01, 3.84940184e-03, 4.97879386e-01],\n [1.07999000e+06, 1.73547953e-01, 3.80025148e-01, ...,\n 5.90882719e-01, 3.84939858e-03, 4.97879386e-01]]), 8780735: array([[0.00000000e+00, 6.39082957e-03, 1.09317482e-01, ...,\n 1.76418722e-01, 1.34670781e-02, 4.86246586e-01],\n [1.00000000e+01, 6.39084261e-03, 1.09349340e-01, ...,\n 1.76467776e-01, 1.34708229e-02, 4.86231387e-01],\n [2.00000000e+01, 6.39085565e-03, 1.09349012e-01, ...,\n 1.76467270e-01, 1.34707838e-02, 4.86231506e-01],\n ...,\n [1.07997000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07998000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07999000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01]]), 8778687: array([[0.00000000e+00, 1.03655795e-03, 1.12663666e-02, ...,\n 1.63460318e-02, 1.40914065e-03, 2.50000000e-01],\n [1.00000000e+01, 1.03656389e-03, 1.12663880e-02, ...,\n 1.63460560e-02, 1.40914274e-03, 2.50000000e-01],\n [2.00000000e+01, 1.03656983e-03, 1.12664085e-02, ...,\n 1.63460821e-02, 1.40914507e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.72219239e-02, 2.44452190e-02, ...,\n 2.44491249e-02, 2.10768334e-03, 2.50000000e-01],\n [1.07998000e+06, 1.72218345e-02, 2.44451892e-02, ...,\n 2.44490691e-02, 2.10767845e-03, 2.50000000e-01],\n [1.07999000e+06, 1.72217451e-02, 2.44451594e-02, ...,\n 2.44490132e-02, 2.10767356e-03, 2.50000000e-01]]), 8776639: array([[0.00000000e+00, 1.26337493e-03, 1.01852059e-01, ...,\n 1.68268859e-01, 7.47861620e-03, 4.99821961e-01],\n [1.00000000e+01, 1.26333965e-03, 1.01876341e-01, ...,\n 1.68308437e-01, 7.48037500e-03, 4.99822140e-01],\n [2.00000000e+01, 1.26330450e-03, 1.01878837e-01, ...,\n 1.68312505e-01, 7.48055615e-03, 4.99822170e-01],\n ...,\n [1.07997000e+06, 6.40242593e-03, 2.07809970e-01, ...,\n 3.37806165e-01, 1.50136082e-02, 4.99168247e-01],\n [1.07998000e+06, 6.40239241e-03, 2.07809553e-01, ...,\n 3.37805450e-01, 1.50135756e-02, 4.99168247e-01],\n [1.07999000e+06, 6.40235888e-03, 2.07809106e-01, ...,\n 3.37804794e-01, 1.50135467e-02, 4.99168247e-01]]), 8776641: array([[0.00000000e+00, 3.03224001e-09, 3.13146993e-05, ...,\n 5.21887523e-05, 1.44968762e-05, 4.98203993e-01],\n [1.00000000e+01, 3.02583736e-09, 3.04197074e-05, ...,\n 5.06972610e-05, 1.40825732e-05, 4.98207629e-01],\n [2.00000000e+01, 3.01944847e-09, 2.98078630e-05, ...,\n 4.96776302e-05, 1.37993420e-05, 4.98211324e-01],\n ...,\n [1.07997000e+06, 1.16710711e-04, 6.41153101e-03, ...,\n 9.50856693e-03, 2.64126877e-03, 2.50000000e-01],\n [1.07998000e+06, 1.16710340e-04, 6.41152496e-03, ...,\n 9.50855855e-03, 2.64126644e-03, 2.50000000e-01],\n [1.07999000e+06, 1.16709969e-04, 6.41151750e-03, ...,\n 9.50854924e-03, 2.64126388e-03, 2.50000000e-01]]), 8776643: array([[0.00000000e+00, 2.01837644e-02, 2.10993662e-01, ...,\n 3.38172525e-01, 6.59205718e-03, 4.98000562e-01],\n [1.00000000e+01, 2.01837681e-02, 2.11020157e-01, ...,\n 3.38212669e-01, 6.59283949e-03, 4.98000354e-01],\n [2.00000000e+01, 2.01837718e-02, 2.11019769e-01, ...,\n 3.38212043e-01, 6.59282738e-03, 4.98000354e-01],\n ...,\n [1.07997000e+06, 3.51971649e-02, 2.59713203e-01, ...,\n 4.10900265e-01, 8.00975226e-03, 4.97224599e-01],\n [1.07998000e+06, 3.51971388e-02, 2.59713143e-01, ...,\n 4.10900176e-01, 8.00975040e-03, 4.97224599e-01],\n [1.07999000e+06, 3.51971164e-02, 2.59713084e-01, ...,\n 4.10900086e-01, 8.00974853e-03, 4.97224599e-01]]), 8776645: array([[0.00000000e+00, 2.56156802e-01, 3.90213221e-01, ...,\n 6.03733003e-01, 6.41586585e-03, 4.93901402e-01],\n [1.00000000e+01, 2.56161809e-01, 3.90218794e-01, ...,\n 6.03740811e-01, 6.41594874e-03, 4.93901402e-01],\n [2.00000000e+01, 2.56166816e-01, 3.90221477e-01, ...,\n 6.03744566e-01, 6.41598878e-03, 4.93901342e-01],\n ...,\n [1.07997000e+06, 2.62609005e-01, 3.93661797e-01, ...,\n 6.08567178e-01, 6.46723853e-03, 4.93813366e-01],\n [1.07998000e+06, 2.62607276e-01, 3.93660903e-01, ...,\n 6.08565867e-01, 6.46722456e-03, 4.93813396e-01],\n [1.07999000e+06, 2.62605548e-01, 3.93659979e-01, ...,\n 6.08564615e-01, 6.46721153e-03, 4.93813425e-01]]), 8778695: array([[0.00000000e+00, 6.62681647e-04, 1.00029921e-02, ...,\n 1.46193570e-02, 1.22851739e-03, 2.50000000e-01],\n [1.00000000e+01, 6.62689097e-04, 1.00030284e-02, ...,\n 1.46194045e-02, 1.22852146e-03, 2.50000000e-01],\n [2.00000000e+01, 6.62696548e-04, 1.00030648e-02, ...,\n 1.46194501e-02, 1.22852530e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.70361216e-03, 1.58514474e-02, ...,\n 1.06264120e-02, 8.92975833e-04, 2.50000000e-01],\n [1.07998000e+06, 1.70359842e-03, 1.33318808e-02, ...,\n 1.86883584e-02, 1.57045037e-03, 2.50000000e-01],\n [1.07999000e+06, 1.70359062e-03, 1.58514194e-02, ...,\n 1.06263775e-02, 8.92972923e-04, 2.50000000e-01]]), 8776647: array([[0.00000000e+00, 7.53027620e-04, 8.54451396e-03, ...,\n 1.33654997e-02, 4.28381434e-04, 2.50000000e-01],\n [1.00000000e+01, 7.53002882e-04, 8.54441151e-03, ...,\n 1.33653516e-02, 4.28376690e-04, 2.50000000e-01],\n [2.00000000e+01, 7.52978201e-04, 8.54430906e-03, ...,\n 1.33652054e-02, 4.28372005e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.85311186e-03, 2.01599747e-02, ...,\n 1.31745273e-02, 4.22260520e-04, 2.50000000e-01],\n [1.07998000e+06, 5.85306948e-03, 1.70822721e-02, ...,\n 2.46797223e-02, 7.91016791e-04, 2.50000000e-01],\n [1.07999000e+06, 5.85304713e-03, 2.01599095e-02, ...,\n 1.31745841e-02, 4.22262325e-04, 2.50000000e-01]]), 8776649: array([[0.00000000e+00, 3.33996713e-01, 3.51000935e-01, ...,\n 5.37400424e-01, 6.51394436e-03, 4.85080630e-01],\n [1.00000000e+01, 3.33996981e-01, 3.50992203e-01, ...,\n 5.37388444e-01, 6.51379908e-03, 4.85079765e-01],\n [2.00000000e+01, 3.33997279e-01, 3.50992471e-01, ...,\n 5.37388861e-01, 6.51380420e-03, 4.85079795e-01],\n ...,\n [1.07997000e+06, 3.79969925e-01, 3.68139446e-01, ...,\n 5.60850024e-01, 6.79818168e-03, 4.84413564e-01],\n [1.07998000e+06, 3.79967362e-01, 3.68138641e-01, ...,\n 5.60848951e-01, 6.79816911e-03, 4.84413624e-01],\n [1.07999000e+06, 3.79964828e-01, 3.68137807e-01, ...,\n 5.60847878e-01, 6.79815607e-03, 4.84413683e-01]]), 8776651: array([[0.00000000e+00, 1.98147632e-02, 2.20519215e-01, ...,\n 3.56337398e-01, 2.32596206e-03, 4.99584377e-01],\n [1.00000000e+01, 1.98148154e-02, 2.20537141e-01, ...,\n 3.56364995e-01, 2.32614228e-03, 4.99584317e-01],\n [2.00000000e+01, 1.98148657e-02, 2.20537081e-01, ...,\n 3.56364965e-01, 2.32614204e-03, 4.99584317e-01],\n ...,\n [1.07997000e+06, 3.74287106e-02, 2.80648828e-01, ...,\n 4.47895080e-01, 2.92359712e-03, 4.99395192e-01],\n [1.07998000e+06, 3.74286287e-02, 2.80648619e-01, ...,\n 4.47894722e-01, 2.92359479e-03, 4.99395192e-01],\n [1.07999000e+06, 3.74285504e-02, 2.80648381e-01, ...,\n 4.47894454e-01, 2.92359293e-03, 4.99395192e-01]]), 8778701: array([[0.00000000e+00, 9.08066460e-04, 9.61741246e-03, ...,\n 1.47461938e-02, 5.87497780e-04, 2.50000000e-01],\n [1.00000000e+01, 9.08082759e-04, 9.61747579e-03, ...,\n 1.47462804e-02, 5.87501214e-04, 2.50000000e-01],\n [2.00000000e+01, 9.08099057e-04, 9.61753540e-03, ...,\n 1.47463623e-02, 5.87504474e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.39284460e-03, 1.11365179e-02, ...,\n 1.67960543e-02, 6.69165514e-04, 2.50000000e-01],\n [1.07998000e+06, 1.39272574e-03, 1.11361975e-02, ...,\n 1.67956315e-02, 6.69148692e-04, 2.50000000e-01],\n [1.07999000e+06, 1.39260700e-03, 1.11358790e-02, ...,\n 1.67952087e-02, 6.69131812e-04, 2.50000000e-01]]), 8776653: array([[0.00000000e+00, 3.31794657e-03, 1.73859343e-01, ...,\n 2.81244278e-01, 1.12497704e-02, 4.99163955e-01],\n [1.00000000e+01, 3.31794657e-03, 1.73855931e-01, ...,\n 2.81239003e-01, 1.12495599e-02, 4.99164164e-01],\n [2.00000000e+01, 3.31794657e-03, 1.73855960e-01, ...,\n 2.81239033e-01, 1.12495609e-02, 4.99164164e-01],\n ...,\n [1.07997000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07998000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07999000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01]]), 8776655: array([[0.00000000e+00, 3.89100522e-01, 3.80217940e-01, ...,\n 5.81865549e-01, 4.84887976e-03, 4.90564048e-01],\n [1.00000000e+01, 3.89093101e-01, 3.80390257e-01, ...,\n 5.82102180e-01, 4.85085184e-03, 4.90570992e-01],\n [2.00000000e+01, 3.89085740e-01, 3.80383968e-01, ...,\n 5.82093537e-01, 4.85077966e-03, 4.90570873e-01],\n ...,\n [1.07997000e+06, 4.18756872e-01, 3.91408324e-01, ...,\n 5.97193122e-01, 4.97660972e-03, 4.90455240e-01],\n [1.07998000e+06, 4.18753803e-01, 3.91407311e-01, ...,\n 5.97191632e-01, 4.97659715e-03, 4.90455270e-01],\n [1.07999000e+06, 4.18750763e-01, 3.91406327e-01, ...,\n 5.97190320e-01, 4.97658644e-03, 4.90455329e-01]]), 8776657: array([[0.00000000e+00, 3.56766693e-02, 4.03515339e-01, ...,\n 6.35689735e-01, 7.26502528e-03, 4.99505937e-01],\n [1.00000000e+01, 3.56766358e-02, 4.03529912e-01, ...,\n 6.35710955e-01, 7.26526789e-03, 4.99505937e-01],\n [2.00000000e+01, 3.56765985e-02, 4.03529495e-01, ...,\n 6.35710359e-01, 7.26526137e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 1.48827108e-02, 2.91054815e-01, ...,\n 4.68015254e-01, 5.34874573e-03, 4.99705225e-01],\n [1.07998000e+06, 1.48826921e-02, 2.91054666e-01, ...,\n 4.68015015e-01, 5.34874294e-03, 4.99705225e-01],\n [1.07999000e+06, 1.48826744e-02, 2.91054517e-01, ...,\n 4.68014836e-01, 5.34874108e-03, 4.99705225e-01]]), 8776659: array([[0.00000000e+00, 7.33744130e-02, 2.51304060e-01, ...,\n 3.90851408e-01, 6.10705325e-03, 4.92456794e-01],\n [1.00000000e+01, 7.33740851e-02, 2.51322746e-01, ...,\n 3.90877873e-01, 6.10746676e-03, 4.92457569e-01],\n [2.00000000e+01, 7.33737573e-02, 2.51321971e-01, ...,\n 3.90876830e-01, 6.10745046e-03, 4.92457569e-01],\n ...,\n [1.07997000e+06, 8.03012997e-02, 2.59533674e-01, ...,\n 4.02476162e-01, 6.28869003e-03, 4.92050946e-01],\n [1.07998000e+06, 8.03010911e-02, 2.59533435e-01, ...,\n 4.02475774e-01, 6.28868397e-03, 4.92050946e-01],\n [1.07999000e+06, 8.03008899e-02, 2.59533197e-01, ...,\n 4.02475476e-01, 6.28867932e-03, 4.92050976e-01]]), 8776661: array([[0.00000000e+00, 3.80534818e-03, 1.64635435e-01, ...,\n 2.67273098e-01, 4.92215622e-03, 4.99559134e-01],\n [1.00000000e+01, 3.80534935e-03, 1.64629683e-01, ...,\n 2.67264128e-01, 4.92199091e-03, 4.99559283e-01],\n [2.00000000e+01, 3.80535051e-03, 1.64629728e-01, ...,\n 2.67264187e-01, 4.92199231e-03, 4.99559283e-01],\n ...,\n [1.07997000e+06, 1.02909247e-03, 9.20490399e-02, ...,\n 1.51701242e-01, 2.79376120e-03, 4.99883324e-01],\n [1.07998000e+06, 1.02909165e-03, 9.20490026e-02, ...,\n 1.51701167e-01, 2.79375981e-03, 4.99883324e-01],\n [1.07999000e+06, 1.02909084e-03, 9.20489654e-02, ...,\n 1.51701093e-01, 2.79375841e-03, 4.99883324e-01]]), 8778709: array([[0.00000000e+00, 1.78986788e-03, 1.32696833e-02, ...,\n 1.88566167e-02, 1.23245863e-03, 2.50000000e-01],\n [1.00000000e+01, 1.78989407e-03, 1.62867606e-02, ...,\n 1.04941111e-02, 6.85889623e-04, 2.50000000e-01],\n [2.00000000e+01, 1.78994215e-03, 1.32698584e-02, ...,\n 1.88568309e-02, 1.23247271e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.95766147e-03, 1.36245731e-02, ...,\n 1.92882810e-02, 1.26067200e-03, 2.50000000e-01],\n [1.07998000e+06, 1.95765425e-03, 1.66163146e-02, ...,\n 1.08408267e-02, 7.08550797e-04, 2.50000000e-01],\n [1.07999000e+06, 1.95764122e-03, 1.36245340e-02, ...,\n 1.92882326e-02, 1.26066885e-03, 2.50000000e-01]]), 8776663: array([[0.00000000e+00, 1.12635000e-02, 3.02858144e-01, ...,\n 4.88093257e-01, 8.71595144e-02, 4.97167498e-01],\n [1.00000000e+01, 1.12632513e-02, 3.02859783e-01, ...,\n 4.88095760e-01, 8.71599615e-02, 4.97167379e-01],\n [2.00000000e+01, 1.12630315e-02, 3.02857488e-01, ...,\n 4.88092244e-01, 8.71593282e-02, 4.97167408e-01],\n ...,\n [1.07997000e+06, 8.66338052e-03, 2.73814529e-01, ...,\n 4.43276852e-01, 7.91565850e-02, 4.97573495e-01],\n [1.07998000e+06, 8.66333768e-03, 2.73814052e-01, ...,\n 4.43276078e-01, 7.91564435e-02, 4.97573495e-01],\n [1.07999000e+06, 8.66329484e-03, 2.73813516e-01, ...,\n 4.43275303e-01, 7.91563094e-02, 4.97573495e-01]]), 8776665: array([[0.00000000e+00, 2.46530827e-02, 2.01012105e-01, ...,\n 3.22562128e-01, 7.10489228e-03, 4.96968508e-01],\n [1.00000000e+01, 2.46531703e-02, 2.00990424e-01, ...,\n 3.22529107e-01, 7.10416492e-03, 4.96968538e-01],\n [2.00000000e+01, 2.46532578e-02, 2.00991035e-01, ...,\n 3.22530091e-01, 7.10418681e-03, 4.96968538e-01],\n ...,\n [1.07997000e+06, 4.36420850e-02, 2.48852149e-01, ...,\n 3.94188017e-01, 8.68255552e-03, 4.95756388e-01],\n [1.07998000e+06, 4.36419658e-02, 2.48851910e-01, ...,\n 3.94187629e-01, 8.68254621e-03, 4.95756418e-01],\n [1.07999000e+06, 4.36418429e-02, 2.48851642e-01, ...,\n 3.94187272e-01, 8.68253876e-03, 4.95756418e-01]]), 8776667: array([[0.00000000e+00, 1.05750887e-02, 2.97268599e-01, ...,\n 4.77119893e-01, 7.36296130e-03, 4.99716103e-01],\n [1.00000000e+01, 1.05750738e-02, 2.97271788e-01, ...,\n 4.77124751e-01, 7.36303627e-03, 4.99716103e-01],\n [2.00000000e+01, 1.05750579e-02, 2.97271580e-01, ...,\n 4.77124423e-01, 7.36303115e-03, 4.99716103e-01],\n ...,\n [1.07997000e+06, 7.70403259e-03, 2.63400227e-01, ...,\n 4.25284237e-01, 6.56302832e-03, 4.99764532e-01],\n [1.07998000e+06, 7.70402281e-03, 2.63400078e-01, ...,\n 4.25284028e-01, 6.56302506e-03, 4.99764532e-01],\n [1.07999000e+06, 7.70401303e-03, 2.63399959e-01, ...,\n 4.25283849e-01, 6.56302227e-03, 4.99764532e-01]]), 8776669: array([[0.00000000e+00, 4.16959748e-02, 2.37708539e-01, ...,\n 3.77977341e-01, 2.71926150e-02, 4.86416042e-01],\n [1.00000000e+01, 4.16960008e-02, 2.37655431e-01, ...,\n 3.77898306e-01, 2.71869302e-02, 4.86413479e-01],\n [2.00000000e+01, 4.16960195e-02, 2.37656340e-01, ...,\n 3.77899736e-01, 2.71870326e-02, 4.86413509e-01],\n ...,\n [1.07997000e+06, 6.20194860e-02, 2.75119424e-01, ...,\n 4.32997912e-01, 3.11509296e-02, 4.82844859e-01],\n [1.07998000e+06, 6.20193072e-02, 2.75119126e-01, ...,\n 4.32997406e-01, 3.11508942e-02, 4.82844889e-01],\n [1.07999000e+06, 6.20191321e-02, 2.75118858e-01, ...,\n 4.32997108e-01, 3.11508719e-02, 4.82844919e-01]]), 8776671: array([[0.00000000e+00, 1.76778268e-02, 2.84030855e-01, ...,\n 4.53021526e-01, 4.62266849e-03, 4.99554962e-01],\n [1.00000000e+01, 1.76778287e-02, 2.84018219e-01, ...,\n 4.53002602e-01, 4.62247524e-03, 4.99554992e-01],\n [2.00000000e+01, 1.76778305e-02, 2.84018397e-01, ...,\n 4.53002840e-01, 4.62247804e-03, 4.99554992e-01],\n ...,\n [1.07997000e+06, 1.85969956e-02, 2.89459020e-01, ...,\n 4.61139202e-01, 4.70550219e-03, 4.99541461e-01],\n [1.07998000e+06, 1.85969751e-02, 2.89458960e-01, ...,\n 4.61139083e-01, 4.70550079e-03, 4.99541461e-01],\n [1.07999000e+06, 1.85969546e-02, 2.89458841e-01, ...,\n 4.61138934e-01, 4.70549939e-03, 4.99541461e-01]]), 8780767: array([[0.00000000e+00, 1.62765500e-03, 1.25106173e-02, ...,\n 1.81772262e-02, 9.77270189e-04, 2.50000000e-01],\n [1.00000000e+01, 1.62766979e-03, 1.25106536e-02, ...,\n 1.81772728e-02, 9.77272750e-04, 2.50000000e-01],\n [2.00000000e+01, 1.62768457e-03, 1.25106899e-02, ...,\n 1.81773175e-02, 9.77275195e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.54132273e-03, 1.76606067e-02, ...,\n 1.13220373e-02, 6.08711678e-04, 2.50000000e-01],\n [1.07998000e+06, 2.54130317e-03, 1.43760983e-02, ...,\n 2.04815529e-02, 1.10115879e-03, 2.50000000e-01],\n [1.07999000e+06, 2.54129246e-03, 1.76605508e-02, ...,\n 1.13219824e-02, 6.08708768e-04, 2.50000000e-01]]), 8776673: array([[0.00000000e+00, 4.34507988e-03, 2.37294152e-01, ...,\n 3.82266223e-01, 1.27848228e-02, 4.99572992e-01],\n [1.00000000e+01, 4.34504915e-03, 2.37290800e-01, ...,\n 3.82261127e-01, 1.27846524e-02, 4.99573052e-01],\n [2.00000000e+01, 4.34501842e-03, 2.37290159e-01, ...,\n 3.82260084e-01, 1.27846180e-02, 4.99573052e-01],\n ...,\n [1.07997000e+06, 2.68862606e-03, 1.97070658e-01, ...,\n 3.20010424e-01, 1.07026892e-02, 4.99678135e-01],\n [1.07998000e+06, 2.68862303e-03, 1.97070569e-01, ...,\n 3.20010334e-01, 1.07026864e-02, 4.99678135e-01],\n [1.07999000e+06, 2.68861977e-03, 1.97070464e-01, ...,\n 3.20010185e-01, 1.07026808e-02, 4.99678135e-01]]), 8780769: array([[0.00000000e+00, 5.69066178e-05, 4.14224342e-03, ...,\n 6.63548429e-03, 3.94969305e-04, 2.50000000e-01],\n [1.00000000e+01, 5.69073200e-05, 4.14226297e-03, ...,\n 6.63551502e-03, 3.94971139e-04, 2.50000000e-01],\n [2.00000000e+01, 5.69080221e-05, 4.14228207e-03, ...,\n 6.63554342e-03, 3.94972827e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.61440887e-04, 9.35486704e-03, ...,\n 1.38770454e-02, 8.26014613e-04, 2.50000000e-01],\n [1.07998000e+06, 5.61439665e-04, 9.35486052e-03, ...,\n 1.38770379e-02, 8.26014148e-04, 2.50000000e-01],\n [1.07999000e+06, 5.61438443e-04, 9.35485214e-03, ...,\n 1.38770286e-02, 8.26013624e-04, 2.50000000e-01]]), 8776675: array([[0.00000000e+00, 8.90350863e-02, 3.39965880e-01, ...,\n 5.32726109e-01, 2.64642877e-03, 4.99002814e-01],\n [1.00000000e+01, 8.90352950e-02, 3.39924932e-01, ...,\n 5.32667160e-01, 2.64613586e-03, 4.99002635e-01],\n [2.00000000e+01, 8.90355185e-02, 3.39926004e-01, ...,\n 5.32668650e-01, 2.64614332e-03, 4.99002665e-01],\n ...,\n [1.07997000e+06, 1.51590854e-01, 4.11003619e-01, ...,\n 6.33190989e-01, 3.14550917e-03, 4.98640627e-01],\n [1.07998000e+06, 1.51590466e-01, 4.11003232e-01, ...,\n 6.33190393e-01, 3.14550614e-03, 4.98640656e-01],\n [1.07999000e+06, 1.51590079e-01, 4.11002874e-01, ...,\n 6.33189917e-01, 3.14550381e-03, 4.98640656e-01]]), 8780771: array([[0.00000000e+00, 7.19328025e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.18970055e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.18612264e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776677: array([[0.00000000e+00, 3.39522474e-02, 2.71960795e-01, ...,\n 4.34181899e-01, 2.04609754e-03, 4.99568790e-01],\n [1.00000000e+01, 3.39524187e-02, 2.71969616e-01, ...,\n 4.34195191e-01, 2.04616017e-03, 4.99568790e-01],\n [2.00000000e+01, 3.39525901e-02, 2.71970004e-01, ...,\n 4.34195787e-01, 2.04616296e-03, 4.99568790e-01],\n ...,\n [1.07997000e+06, 4.76937965e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07998000e+06, 4.76938076e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07999000e+06, 4.76938188e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01]]), 8780773: array([[0.00000000e+00, 2.63540959e-03, 7.59615526e-02, ...,\n 1.23119183e-01, 8.92168004e-03, 4.86777782e-01],\n [1.00000000e+01, 2.63541029e-03, 7.59793743e-02, ...,\n 1.23146899e-01, 8.92368797e-03, 4.86736506e-01],\n [2.00000000e+01, 2.63541099e-03, 7.59792179e-02, ...,\n 1.23146676e-01, 8.92367214e-03, 4.86736655e-01],\n ...,\n [1.07997000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07998000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07999000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01]]), 8780775: array([[0.00000000e+00, 1.12211812e-04, 4.95226216e-03, ...,\n 7.90866837e-03, 5.68968942e-04, 2.50000000e-01],\n [1.00000000e+01, 1.12212314e-04, 4.95227100e-03, ...,\n 7.90868234e-03, 5.68969990e-04, 2.50000000e-01],\n [2.00000000e+01, 1.12212816e-04, 4.95227892e-03, ...,\n 7.90869445e-03, 5.68970863e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.24653464e-03, 1.15268314e-02, ...,\n 1.69246756e-02, 1.21760264e-03, 2.50000000e-01],\n [1.07998000e+06, 1.24653138e-03, 1.15268212e-02, ...,\n 1.69246607e-02, 1.21760147e-03, 2.50000000e-01],\n [1.07999000e+06, 1.24652812e-03, 1.15268119e-02, ...,\n 1.69246495e-02, 1.21760077e-03, 2.50000000e-01]]), 8776679: array([[0.00000000e+00, 9.60300788e-02, 2.75256157e-01, ...,\n 4.26907420e-01, 1.01162903e-02, 4.87999856e-01],\n [1.00000000e+01, 9.60301533e-02, 2.75325596e-01, ...,\n 4.27005321e-01, 1.01186102e-02, 4.88003522e-01],\n [2.00000000e+01, 9.60302204e-02, 2.75324345e-01, ...,\n 4.27003562e-01, 1.01185683e-02, 4.88003433e-01],\n ...,\n [1.07997000e+06, 1.42221466e-01, 3.16019326e-01, ...,\n 4.83553499e-01, 1.14586139e-02, 4.84945983e-01],\n [1.07998000e+06, 1.42221212e-01, 3.16019088e-01, ...,\n 4.83553201e-01, 1.14586074e-02, 4.84946012e-01],\n [1.07999000e+06, 1.42220959e-01, 3.16018939e-01, ...,\n 4.83552992e-01, 1.14586018e-02, 4.84946012e-01]]), 8776681: array([[0.00000000e+00, 2.42261719e-02, 2.81416655e-01, ...,\n 4.46797311e-01, 1.35804657e-02, 4.97861356e-01],\n [1.00000000e+01, 2.42261700e-02, 2.81441689e-01, ...,\n 4.46834415e-01, 1.35815935e-02, 4.97861266e-01],\n [2.00000000e+01, 2.42261682e-02, 2.81441271e-01, ...,\n 4.46833789e-01, 1.35815740e-02, 4.97861266e-01],\n ...,\n [1.07997000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07998000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07999000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01]]), 8780777: array([[0.00000000e+00, 1.42532284e-03, 5.51860929e-02, ...,\n 9.02525261e-02, 3.61010106e-03, 4.93875742e-01],\n [1.00000000e+01, 1.42532727e-03, 5.51870391e-02, ...,\n 9.02540237e-02, 3.61016090e-03, 4.93870348e-01],\n [2.00000000e+01, 1.42533181e-03, 5.51871099e-02, ...,\n 9.02541354e-02, 3.61016532e-03, 4.93870348e-01],\n ...,\n [1.07997000e+06, 1.65900569e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07998000e+06, 1.65900551e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07999000e+06, 1.65900532e-02, 1.39594138e-01, ...,\n 2.17059374e-01, 8.68237484e-03, 4.73970890e-01]]), 8776683: array([[0.00000000e+00, 6.76552579e-02, 3.21374029e-01, ...,\n 5.06128073e-01, 3.43603571e-03, 4.98907685e-01],\n [1.00000000e+01, 6.76551163e-02, 3.21415931e-01, ...,\n 5.06189048e-01, 3.43644968e-03, 4.98907804e-01],\n [2.00000000e+01, 6.76549748e-02, 3.21414918e-01, ...,\n 5.06187558e-01, 3.43643967e-03, 4.98907804e-01],\n ...,\n [1.07997000e+06, 4.94777597e-02, 2.86421239e-01, ...,\n 4.54773009e-01, 3.08739301e-03, 4.99091208e-01],\n [1.07998000e+06, 4.94776517e-02, 2.86421001e-01, ...,\n 4.54772681e-01, 3.08739091e-03, 4.99091208e-01],\n [1.07999000e+06, 4.94775437e-02, 2.86420733e-01, ...,\n 4.54772294e-01, 3.08738812e-03, 4.99091208e-01]]), 8780779: array([[0.00000000e+00, 1.63299330e-02, 1.49032846e-01, ...,\n 2.31269851e-01, 8.03020317e-03, 4.80991632e-01],\n [1.00000000e+01, 1.63299292e-02, 1.49117336e-01, ...,\n 2.31388822e-01, 8.03433452e-03, 4.80985582e-01],\n [2.00000000e+01, 1.63299255e-02, 1.49115846e-01, ...,\n 2.31386706e-01, 8.03426094e-03, 4.80985433e-01],\n ...,\n [1.07997000e+06, 5.62256202e-03, 1.00854963e-01, ...,\n 1.61162436e-01, 5.59591828e-03, 4.89865929e-01],\n [1.07998000e+06, 5.62255736e-03, 1.00854941e-01, ...,\n 1.61162406e-01, 5.59591735e-03, 4.89865929e-01],\n [1.07999000e+06, 5.62255271e-03, 1.00854903e-01, ...,\n 1.61162347e-01, 5.59591502e-03, 4.89865929e-01]]), 8776685: array([[0.00000000e+00, 1.23811767e-01, 3.61846536e-01, ...,\n 5.67870319e-01, 1.61326807e-02, 4.93736207e-01],\n [1.00000000e+01, 1.23812392e-01, 3.61798286e-01, ...,\n 5.67800522e-01, 1.61306970e-02, 4.93734866e-01],\n [2.00000000e+01, 1.23813003e-01, 3.61799866e-01, ...,\n 5.67802787e-01, 1.61307622e-02, 4.93734866e-01],\n ...,\n [1.07997000e+06, 2.11799487e-01, 4.38417971e-01, ...,\n 6.76569402e-01, 1.92207228e-02, 4.91441220e-01],\n [1.07998000e+06, 2.11799040e-01, 4.38417673e-01, ...,\n 6.76568806e-01, 1.92207061e-02, 4.91441220e-01],\n [1.07999000e+06, 2.11798579e-01, 4.38417286e-01, ...,\n 6.76568389e-01, 1.92206930e-02, 4.91441250e-01]]), 8780781: array([[0.00000000e+00, 1.42469726e-04, 5.76953683e-03, ...,\n 9.04330611e-03, 7.01031473e-04, 2.50000000e-01],\n [1.00000000e+01, 1.42471399e-04, 5.76956151e-03, ...,\n 9.04334243e-03, 7.01034267e-04, 2.50000000e-01],\n [2.00000000e+01, 1.42473058e-04, 5.76958619e-03, ...,\n 9.04337876e-03, 7.01037119e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.67212379e-03, 1.60490423e-02, ...,\n 1.04071451e-02, 8.06755445e-04, 2.50000000e-01],\n [1.07998000e+06, 1.67211134e-03, 1.30928261e-02, ...,\n 1.85637288e-02, 1.43904879e-03, 2.50000000e-01],\n [1.07999000e+06, 1.67210447e-03, 1.60489995e-02, ...,\n 1.04071004e-02, 8.06751952e-04, 2.50000000e-01]]), 8776687: array([[0.00000000e+00, 7.20582187e-01, 4.65331674e-01, ...,\n 7.04473972e-01, 2.55800295e-03, 4.95258659e-01],\n [1.00000000e+01, 7.20581353e-01, 4.65335369e-01, ...,\n 7.04478920e-01, 2.55802087e-03, 4.95256245e-01],\n [2.00000000e+01, 7.20580518e-01, 4.65335220e-01, ...,\n 7.04478741e-01, 2.55802018e-03, 4.95256275e-01],\n ...,\n [1.07997000e+06, 6.31760299e-01, 4.44917798e-01, ...,\n 6.76849544e-01, 2.45769625e-03, 4.95593786e-01],\n [1.07998000e+06, 6.31756127e-01, 4.44916844e-01, ...,\n 6.76848233e-01, 2.45769159e-03, 4.95593786e-01],\n [1.07999000e+06, 6.31751955e-01, 4.44915712e-01, ...,\n 6.76846802e-01, 2.45768623e-03, 4.95593816e-01]]), 8780783: array([[0.00000000e+00, 2.12782161e-05, 2.87196110e-03, ...,\n 4.67233639e-03, 3.13579629e-04, 2.50000000e-01],\n [1.00000000e+01, 2.12782343e-05, 2.87196226e-03, ...,\n 4.67233872e-03, 3.13579774e-04, 2.50000000e-01],\n [2.00000000e+01, 2.12782525e-05, 2.87196296e-03, ...,\n 4.67233919e-03, 3.13579803e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.96564346e-04, 6.61631394e-03, ...,\n 1.02002490e-02, 6.84580475e-04, 2.50000000e-01],\n [1.07998000e+06, 1.96564200e-04, 6.61631254e-03, ...,\n 1.02002472e-02, 6.84580358e-04, 2.50000000e-01],\n [1.07999000e+06, 1.96564055e-04, 6.61631022e-03, ...,\n 1.02002444e-02, 6.84580125e-04, 2.50000000e-01]]), 8780785: array([[0.00000000e+00, 6.81890442e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.81531037e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.81171811e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776689: array([[0.00000000e+00, 4.72918786e-02, 2.77276397e-01, ...,\n 4.41836894e-01, 2.37930473e-03, 4.99319524e-01],\n [1.00000000e+01, 4.72919829e-02, 2.77313411e-01, ...,\n 4.41892236e-01, 2.37960275e-03, 4.99319524e-01],\n [2.00000000e+01, 4.72920872e-02, 2.77313024e-01, ...,\n 4.41891640e-01, 2.37959949e-03, 4.99319524e-01],\n ...,\n [1.07997000e+06, 8.79145786e-02, 3.48438084e-01, ...,\n 5.46318233e-01, 2.94193975e-03, 4.99020725e-01],\n [1.07998000e+06, 8.79143924e-02, 3.48437816e-01, ...,\n 5.46317995e-01, 2.94193858e-03, 4.99020725e-01],\n [1.07999000e+06, 8.79142061e-02, 3.48437607e-01, ...,\n 5.46317577e-01, 2.94193625e-03, 4.99020755e-01]]), 8780787: array([[0.00000000e+00, 2.77194194e-02, 2.40590423e-01, ...,\n 3.83116901e-01, 1.87802408e-02, 4.94247049e-01],\n [1.00000000e+01, 2.77194194e-02, 2.40564555e-01, ...,\n 3.83078277e-01, 1.87783465e-02, 4.94246960e-01],\n [2.00000000e+01, 2.77194194e-02, 2.40564972e-01, ...,\n 3.83078903e-01, 1.87783781e-02, 4.94246960e-01],\n ...,\n [1.07997000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01],\n [1.07998000e+06, 3.16003002e-02, 2.52586305e-01, ...,\n 4.00955617e-01, 1.96546875e-02, 4.93785053e-01],\n [1.07999000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01]]), 8778739: array([[0.00000000e+00, 9.64232095e-05, 5.35252271e-03, ...,\n 8.35426431e-03, 9.38681420e-04, 2.50000000e-01],\n [1.00000000e+01, 9.64240680e-05, 5.35253994e-03, ...,\n 8.35428759e-03, 9.38684039e-04, 2.50000000e-01],\n [2.00000000e+01, 9.64249266e-05, 5.35255717e-03, ...,\n 8.35431460e-03, 9.38687066e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.83632209e-05, 4.45171958e-03, ...,\n 7.05152517e-03, 7.92306208e-04, 2.50000000e-01],\n [1.07998000e+06, 5.83628062e-05, 4.45170794e-03, ...,\n 7.05150887e-03, 7.92304403e-04, 2.50000000e-01],\n [1.07999000e+06, 5.83623914e-05, 4.45169583e-03, ...,\n 7.05149071e-03, 7.92302366e-04, 2.50000000e-01]]), 8776691: array([[0.00000000e+00, 7.26904571e-01, 6.17504954e-01, ...,\n 9.49855983e-01, 5.68776019e-02, 4.73474979e-01],\n [1.00000000e+01, 7.26905763e-01, 6.17403865e-01, ...,\n 9.49715734e-01, 5.68692051e-02, 4.73464310e-01],\n [2.00000000e+01, 7.26906836e-01, 6.17406309e-01, ...,\n 9.49719012e-01, 5.68693988e-02, 4.73464489e-01],\n ...,\n [1.07997000e+06, 6.54203475e-01, 5.94989479e-01, ...,\n 9.18502510e-01, 5.50001487e-02, 4.75019276e-01],\n [1.07998000e+06, 6.54199183e-01, 5.94988108e-01, ...,\n 9.18500483e-01, 5.50000258e-02, 4.75019366e-01],\n [1.07999000e+06, 6.54194891e-01, 5.94986737e-01, ...,\n 9.18498576e-01, 5.49999140e-02, 4.75019455e-01]]), 8776693: array([[0.00000000e+00, 5.98379830e-03, 1.48919106e-01, ...,\n 2.37804025e-01, 1.44123659e-02, 4.94040698e-01],\n [1.00000000e+01, 5.98380063e-03, 1.48942351e-01, ...,\n 2.37838909e-01, 1.44144800e-02, 4.94038016e-01],\n [2.00000000e+01, 5.98380296e-03, 1.48942098e-01, ...,\n 2.37838507e-01, 1.44144557e-02, 4.94038045e-01],\n ...,\n [1.07997000e+06, 9.04698763e-03, 1.73740193e-01, ...,\n 2.74630100e-01, 1.66442487e-02, 4.92384821e-01],\n [1.07998000e+06, 9.04698297e-03, 1.73740163e-01, ...,\n 2.74630070e-01, 1.66442469e-02, 4.92384821e-01],\n [1.07999000e+06, 9.04697925e-03, 1.73740163e-01, ...,\n 2.74630040e-01, 1.66442450e-02, 4.92384821e-01]]), 8776695: array([[0.00000000e+00, 6.81043193e-02, 2.70861149e-01, ...,\n 4.25238162e-01, 2.89277663e-03, 4.98022914e-01],\n [1.00000000e+01, 6.81044236e-02, 2.70826399e-01, ...,\n 4.25187945e-01, 2.89243483e-03, 4.98022586e-01],\n [2.00000000e+01, 6.81045204e-02, 2.70827174e-01, ...,\n 4.25189078e-01, 2.89244275e-03, 4.98022586e-01],\n ...,\n [1.07997000e+06, 6.93864971e-02, 2.72668540e-01, ...,\n 4.27850008e-01, 2.91054416e-03, 4.98000890e-01],\n [1.07998000e+06, 6.93863183e-02, 2.72668242e-01, ...,\n 4.27849561e-01, 2.91054114e-03, 4.98000890e-01],\n [1.07999000e+06, 6.93861395e-02, 2.72668034e-01, ...,\n 4.27849263e-01, 2.91053904e-03, 4.98000890e-01]]), 8778735: array([[0.00000000e+00, 6.12153053e-06, 1.75474631e-03, ...,\n 2.88383663e-03, 1.67664926e-04, 2.50000000e-01],\n [1.00000000e+01, 6.12154872e-06, 1.75475457e-03, ...,\n 2.88384990e-03, 1.67665698e-04, 2.50000000e-01],\n [2.00000000e+01, 6.12156691e-06, 1.75475783e-03, ...,\n 2.88385479e-03, 1.67665974e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.00137899e-04, 5.54593280e-03, ...,\n 8.59280024e-03, 4.99581394e-04, 2.50000000e-01],\n [1.07998000e+06, 1.00137644e-04, 5.54592814e-03, ...,\n 8.59279279e-03, 4.99580987e-04, 2.50000000e-01],\n [1.07999000e+06, 1.00137389e-04, 5.54592302e-03, ...,\n 8.59278534e-03, 4.99580579e-04, 2.50000000e-01]]), 8776697: array([[0.00000000e+00, 4.12192848e-03, 2.35118285e-01, ...,\n 3.79404813e-01, 1.51157305e-02, 4.99536991e-01],\n [1.00000000e+01, 4.12189728e-03, 2.35118821e-01, ...,\n 3.79405618e-01, 1.51157621e-02, 4.99536961e-01],\n [2.00000000e+01, 4.12186608e-03, 2.35118151e-01, ...,\n 3.79404575e-01, 1.51157202e-02, 4.99536961e-01],\n ...,\n [1.07997000e+06, 3.16806650e-03, 2.12367818e-01, ...,\n 3.44203651e-01, 1.37132937e-02, 4.99603420e-01],\n [1.07998000e+06, 3.16806370e-03, 2.12367728e-01, ...,\n 3.44203532e-01, 1.37132881e-02, 4.99603420e-01],\n [1.07999000e+06, 3.16806044e-03, 2.12367639e-01, ...,\n 3.44203353e-01, 1.37132816e-02, 4.99603420e-01]]), 8778747: array([[0.00000000e+00, 7.94712105e-04, 8.90024006e-03, ...,\n 1.38273071e-02, 5.83430694e-04, 2.50000000e-01],\n [1.00000000e+01, 7.94718624e-04, 8.90026800e-03, ...,\n 1.38273453e-02, 5.83432324e-04, 2.50000000e-01],\n [2.00000000e+01, 7.94725143e-04, 8.90029408e-03, ...,\n 1.38273817e-02, 5.83433837e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.06518660e-03, 2.28557810e-02, ...,\n 1.53365918e-02, 6.47113600e-04, 2.50000000e-01],\n [1.07998000e+06, 9.06507950e-03, 2.28557382e-02, ...,\n 1.53365359e-02, 6.47111272e-04, 2.50000000e-01],\n [1.07999000e+06, 9.06497240e-03, 2.28557009e-02, ...,\n 1.53364828e-02, 6.47109002e-04, 2.50000000e-01]]), 8776701: array([[0.00000000e+00, 2.98062060e-02, 2.12754324e-01, ...,\n 3.33086818e-01, 4.69136387e-02, 4.59901154e-01],\n [1.00000000e+01, 2.98057590e-02, 2.12722793e-01, ...,\n 3.33041549e-01, 4.69072610e-02, 4.59895879e-01],\n [2.00000000e+01, 2.98053343e-02, 2.12722227e-01, ...,\n 3.33040744e-01, 4.69071493e-02, 4.59896296e-01],\n ...,\n [1.07997000e+06, 2.10699830e-02, 1.87408924e-01, ...,\n 2.96289831e-01, 4.17309627e-02, 4.67300296e-01],\n [1.07998000e+06, 2.10699253e-02, 1.87408745e-01, ...,\n 2.96289563e-01, 4.17309254e-02, 4.67300355e-01],\n [1.07999000e+06, 2.10698675e-02, 1.87408581e-01, ...,\n 2.96289355e-01, 4.17308956e-02, 4.67300415e-01]]), 8776703: array([[0.00000000e+00, 1.96179479e-01, 3.51043463e-01, ...,\n 5.38519084e-01, 5.97690418e-03, 4.93292034e-01],\n [1.00000000e+01, 1.96179733e-01, 3.50998729e-01, ...,\n 5.38457453e-01, 5.97622013e-03, 4.93290156e-01],\n [2.00000000e+01, 1.96180001e-01, 3.50999773e-01, ...,\n 5.38458943e-01, 5.97623689e-03, 4.93290186e-01],\n ...,\n [1.07997000e+06, 2.09018514e-01, 3.58814120e-01, ...,\n 5.49209177e-01, 6.09555095e-03, 4.93041515e-01],\n [1.07998000e+06, 2.09017962e-01, 3.58813822e-01, ...,\n 5.49208701e-01, 6.09554583e-03, 4.93041515e-01],\n [1.07999000e+06, 2.09017396e-01, 3.58813524e-01, ...,\n 5.49208224e-01, 6.09554071e-03, 4.93041545e-01]])}]'. Reason: 'MemoryError()'", + "ename": "NameError", + "evalue": "name 'single_seg_length_10' is not defined", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mMaybeEncodingError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 16\u001b[0m \u001b[0mtr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwaterbody_initial_states_df_g\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 17\u001b[0m \u001b[0mtr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchannel_initial_states_df_g\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 18\u001b[0;31m \u001b[0mcustom_input_file\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcustom_input_folder\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoinpath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcustom_input_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 19\u001b[0m )\n\u001b[1;32m 20\u001b[0m \u001b[0mall_results\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/github/t-route/src/python_routing_v01/compute_nhd_routing_SingleSeg.py\u001b[0m in \u001b[0;36mroute_supernetwork\u001b[0;34m(connections, networks, qlateral, waterbodies_df, waterbody_initial_states_df, channel_initial_states_df, custom_input_file)\u001b[0m\n\u001b[1;32m 1761\u001b[0m \u001b[0;31m# with pool:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1762\u001b[0m \u001b[0;31m# with multiprocessing.Pool() as pool:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1763\u001b[0;31m \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpool\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstarmap\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcompute_network_func\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnslist\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1764\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1765\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mshowtiming\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/usr/lib64/python3.6/multiprocessing/pool.py\u001b[0m in \u001b[0;36mstarmap\u001b[0;34m(self, func, iterable, chunksize)\u001b[0m\n\u001b[1;32m 272\u001b[0m \u001b[0;31m`\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;31m`\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0mbecomes\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mb\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 273\u001b[0m '''\n\u001b[0;32m--> 274\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_map_async\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfunc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0miterable\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstarmapstar\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mchunksize\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 275\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 276\u001b[0m def starmap_async(self, func, iterable, chunksize=None, callback=None,\n", - "\u001b[0;32m/usr/lib64/python3.6/multiprocessing/pool.py\u001b[0m in \u001b[0;36mget\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 642\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 643\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 644\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_value\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 645\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 646\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_set\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mMaybeEncodingError\u001b[0m: Error sending result: '[{8776705: array([[0.00000000e+00, 4.54609133e-02, 2.94873446e-01, ...,\n 4.59317416e-01, 5.68462163e-03, 4.97746736e-01],\n [1.00000000e+01, 4.54579070e-02, 2.94892281e-01, ...,\n 4.59344089e-01, 5.68495179e-03, 4.97746974e-01],\n [2.00000000e+01, 4.54549380e-02, 2.94884890e-01, ...,\n 4.59333599e-01, 5.68482187e-03, 4.97747064e-01],\n ...,\n [1.07997000e+06, 3.97340171e-02, 2.80946791e-01, ...,\n 4.39448416e-01, 5.43871801e-03, 4.97918010e-01],\n [1.07998000e+06, 3.97339277e-02, 2.80946583e-01, ...,\n 4.39448118e-01, 5.43871429e-03, 4.97918040e-01],\n [1.07999000e+06, 3.97338420e-02, 2.80946344e-01, ...,\n 4.39447731e-01, 5.43870963e-03, 4.97918040e-01]]), 8776707: array([[0.00000000e+00, 2.44546421e-02, 2.53331989e-01, ...,\n 4.03798372e-01, 6.25074841e-03, 4.98662978e-01],\n [1.00000000e+01, 2.44546477e-02, 2.53320634e-01, ...,\n 4.03781414e-01, 6.25048624e-03, 4.98662978e-01],\n [2.00000000e+01, 2.44546533e-02, 2.53320873e-01, ...,\n 4.03781772e-01, 6.25049183e-03, 4.98662978e-01],\n ...,\n [1.07997000e+06, 2.76509896e-02, 2.65197188e-01, ...,\n 4.21485513e-01, 6.52454328e-03, 4.98562515e-01],\n [1.07998000e+06, 2.76509784e-02, 2.65197128e-01, ...,\n 4.21485454e-01, 6.52454235e-03, 4.98562515e-01],\n [1.07999000e+06, 2.76509672e-02, 2.65197098e-01, ...,\n 4.21485394e-01, 6.52454142e-03, 4.98562515e-01]]), 8776709: array([[0.00000000e+00, 1.01415869e-02, 1.90830663e-01, ...,\n 3.07983458e-01, 5.09906374e-03, 4.99109894e-01],\n [1.00000000e+01, 1.01416009e-02, 1.90834150e-01, ...,\n 3.07988822e-01, 5.09915268e-03, 4.99109834e-01],\n [2.00000000e+01, 1.01416148e-02, 1.90834209e-01, ...,\n 3.07988942e-01, 5.09915454e-03, 4.99109834e-01],\n ...,\n [1.07997000e+06, 2.22417377e-02, 2.56662697e-01, ...,\n 4.07442391e-01, 6.74573472e-03, 4.98584777e-01],\n [1.07998000e+06, 2.22417284e-02, 2.56662667e-01, ...,\n 4.07442302e-01, 6.74573332e-03, 4.98584777e-01],\n [1.07999000e+06, 2.22417191e-02, 2.56662637e-01, ...,\n 4.07442272e-01, 6.74573286e-03, 4.98584777e-01]]), 8776711: array([[0.00000000e+00, 3.54955066e-03, 1.90792643e-02, ...,\n 1.23638492e-02, 7.77600624e-04, 2.50000000e-01],\n [1.00000000e+01, 3.54955089e-03, 1.55973388e-02, ...,\n 2.21859384e-02, 1.39534217e-03, 2.50000000e-01],\n [2.00000000e+01, 3.54955089e-03, 1.90244205e-02, ...,\n 1.22999409e-02, 7.73581211e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.06577268e-03, 2.00105458e-02, ...,\n 1.35762990e-02, 8.53855337e-04, 2.50000000e-01],\n [1.07998000e+06, 5.06573357e-03, 2.00105198e-02, ...,\n 1.35762682e-02, 8.53853417e-04, 2.50000000e-01],\n [1.07999000e+06, 5.06569445e-03, 2.00105030e-02, ...,\n 1.35762384e-02, 8.53851496e-04, 2.50000000e-01]]), 8776713: array([[0.00000000e+00, 2.17375178e-02, 2.38075137e-01, ...,\n 3.76756251e-01, 1.92222577e-02, 4.94177520e-01],\n [1.00000000e+01, 2.17372384e-02, 2.38059968e-01, ...,\n 3.76733989e-01, 1.92211233e-02, 4.94177550e-01],\n [2.00000000e+01, 2.17369646e-02, 2.38059074e-01, ...,\n 3.76732647e-01, 1.92210544e-02, 4.94177580e-01],\n ...,\n [1.07997000e+06, 2.28981636e-02, 2.42672250e-01, ...,\n 3.83507162e-01, 1.95666924e-02, 4.93996024e-01],\n [1.07998000e+06, 2.28980482e-02, 2.42671773e-01, ...,\n 3.83506447e-01, 1.95666570e-02, 4.93996024e-01],\n [1.07999000e+06, 2.28979308e-02, 2.42671356e-01, ...,\n 3.83505821e-01, 1.95666235e-02, 4.93996054e-01]]), 8778763: array([[0.00000000e+00, 4.92593623e-04, 9.24618244e-02, ...,\n 1.53463587e-01, 4.44822013e-03, 4.99984086e-01],\n [1.00000000e+01, 4.92593623e-04, 9.24300179e-02, ...,\n 1.53411135e-01, 4.44669975e-03, 4.99984056e-01],\n [2.00000000e+01, 4.92593623e-04, 9.24210772e-02, ...,\n 1.53396383e-01, 4.44627227e-03, 4.99984056e-01],\n ...,\n [1.07997000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07998000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01],\n [1.07999000e+06, 3.36204935e-03, 2.26642132e-01, ...,\n 3.71852696e-01, 1.07783396e-02, 4.99881953e-01]]), 8776715: array([[0.00000000e+00, 2.32487723e-01, 3.40147465e-01, ...,\n 5.20091772e-01, 6.90692943e-03, 4.86923605e-01],\n [1.00000000e+01, 2.32488006e-01, 3.40266615e-01, ...,\n 5.20255029e-01, 6.90909754e-03, 4.86930966e-01],\n [2.00000000e+01, 2.32488289e-01, 3.40264261e-01, ...,\n 5.20251751e-01, 6.90905377e-03, 4.86930758e-01],\n ...,\n [1.07997000e+06, 2.51401275e-01, 3.49567950e-01, ...,\n 5.32966077e-01, 7.07790302e-03, 4.86333519e-01],\n [1.07998000e+06, 2.51400203e-01, 3.49567503e-01, ...,\n 5.32965422e-01, 7.07789417e-03, 4.86333549e-01],\n [1.07999000e+06, 2.51399130e-01, 3.49567026e-01, ...,\n 5.32964766e-01, 7.07788533e-03, 4.86333579e-01]]), 8776717: array([[0.00000000e+00, 1.86320081e-01, 3.62838417e-01, ...,\n 5.49657941e-01, 6.80269720e-03, 4.91977096e-01],\n [1.00000000e+01, 1.86334953e-01, 3.62804174e-01, ...,\n 5.49611926e-01, 6.80212770e-03, 4.91974473e-01],\n [2.00000000e+01, 1.86349675e-01, 3.62814903e-01, ...,\n 5.49626350e-01, 6.80230651e-03, 4.91974145e-01],\n ...,\n [1.07997000e+06, 1.31836444e-01, 3.22088450e-01, ...,\n 4.94173557e-01, 6.11600932e-03, 4.93418872e-01],\n [1.07998000e+06, 1.31835893e-01, 3.22087944e-01, ...,\n 4.94172901e-01, 6.11600140e-03, 4.93418872e-01],\n [1.07999000e+06, 1.31835356e-01, 3.22087526e-01, ...,\n 4.94172275e-01, 6.11599348e-03, 4.93418902e-01]]), 8776719: array([[0.00000000e+00, 7.99229622e-01, 4.16253090e-01, ...,\n 6.27197504e-01, 4.90764901e-03, 4.83140290e-01],\n [1.00000000e+01, 7.99241185e-01, 4.16248888e-01, ...,\n 6.27191901e-01, 4.90760524e-03, 4.83156890e-01],\n [2.00000000e+01, 7.99252689e-01, 4.16250825e-01, ...,\n 6.27194524e-01, 4.90762573e-03, 4.83156770e-01],\n ...,\n [1.07997000e+06, 7.71574676e-01, 4.11339283e-01, ...,\n 6.20620430e-01, 4.85618506e-03, 4.83483315e-01],\n [1.07998000e+06, 7.71569610e-01, 4.11338478e-01, ...,\n 6.20619237e-01, 4.85617574e-03, 4.83483374e-01],\n [1.07999000e+06, 7.71564603e-01, 4.11337525e-01, ...,\n 6.20618045e-01, 4.85616643e-03, 4.83483434e-01]]), 8776721: array([[0.00000000e+00, 6.17805449e-03, 1.77079961e-01, ...,\n 2.87912011e-01, 3.33617628e-03, 4.99665737e-01],\n [1.00000000e+01, 6.17806846e-03, 1.77076235e-01, ...,\n 2.87906229e-01, 3.33610922e-03, 4.99665797e-01],\n [2.00000000e+01, 6.17808243e-03, 1.77076444e-01, ...,\n 2.87906528e-01, 3.33611271e-03, 4.99665797e-01],\n ...,\n [1.07997000e+06, 6.50789007e-04, 6.61443844e-02, ...,\n 1.09600663e-01, 1.26999617e-03, 4.99955654e-01],\n [1.07998000e+06, 6.50787610e-04, 6.61443323e-02, ...,\n 1.09600574e-01, 1.26999512e-03, 4.99955654e-01],\n [1.07999000e+06, 6.50786213e-04, 6.61442727e-02, ...,\n 1.09600477e-01, 1.26999395e-03, 4.99955654e-01]]), 8776723: array([[0.00000000e+00, 3.51760490e-03, 9.46151391e-02, ...,\n 1.55286357e-01, 2.11561797e-03, 4.99235064e-01],\n [1.00000000e+01, 3.51762515e-03, 9.46140438e-02, ...,\n 1.55284613e-01, 2.11559422e-03, 4.99235302e-01],\n [2.00000000e+01, 3.51764518e-03, 9.46142673e-02, ...,\n 1.55284971e-01, 2.11559911e-03, 4.99235302e-01],\n ...,\n [1.07997000e+06, 1.66510269e-02, 1.73011020e-01, ...,\n 2.77984202e-01, 3.78725072e-03, 4.98092294e-01],\n [1.07998000e+06, 1.66509971e-02, 1.73010901e-01, ...,\n 2.77984023e-01, 3.78724816e-03, 4.98092294e-01],\n [1.07999000e+06, 1.66509673e-02, 1.73010781e-01, ...,\n 2.77983814e-01, 3.78724537e-03, 4.98092324e-01]]), 8776725: array([[0.00000000e+00, 1.94737944e-03, 1.14221927e-02, ...,\n 1.75330527e-02, 2.44533527e-04, 2.50000000e-01],\n [1.00000000e+01, 1.94738200e-03, 1.13782650e-02, ...,\n 1.74725391e-02, 2.43689530e-04, 2.50000000e-01],\n [2.00000000e+01, 1.94738456e-03, 1.13790911e-02, ...,\n 1.74736772e-02, 2.43705406e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.43186751e-03, 1.50318341e-02, ...,\n 2.23567076e-02, 3.11809039e-04, 2.50000000e-01],\n [1.07998000e+06, 4.43183770e-03, 1.50318006e-02, ...,\n 2.23566648e-02, 3.11808428e-04, 2.50000000e-01],\n [1.07999000e+06, 4.43180790e-03, 1.50317689e-02, ...,\n 2.23566256e-02, 3.11807904e-04, 2.50000000e-01]]), 8776727: array([[0.00000000e+00, 1.22710690e-01, 5.13595343e-01, ...,\n 7.95841455e-01, 5.93911530e-03, 4.99233186e-01],\n [1.00000000e+01, 1.22717641e-01, 5.13641298e-01, ...,\n 7.95906007e-01, 5.93959680e-03, 4.99233246e-01],\n [2.00000000e+01, 1.22724518e-01, 5.13650894e-01, ...,\n 7.95919478e-01, 5.93969738e-03, 4.99233216e-01],\n ...,\n [1.07997000e+06, 6.80710003e-02, 4.15193796e-01, ...,\n 6.54882550e-01, 4.88718320e-03, 4.99457002e-01],\n [1.07998000e+06, 6.80709183e-02, 4.15193588e-01, ...,\n 6.54882252e-01, 4.88718087e-03, 4.99457002e-01],\n [1.07999000e+06, 6.80708364e-02, 4.15193439e-01, ...,\n 6.54882014e-01, 4.88717901e-03, 4.99457002e-01]]), 8776729: array([[0.00000000e+00, 7.57418871e-02, 3.42024475e-01, ...,\n 5.31803727e-01, 3.27062584e-03, 4.98766720e-01],\n [1.00000000e+01, 7.57441446e-02, 3.42004567e-01, ...,\n 5.31775475e-01, 3.27045191e-03, 4.98766571e-01],\n [2.00000000e+01, 7.57463947e-02, 3.42008591e-01, ...,\n 5.31781197e-01, 3.27048730e-03, 4.98766541e-01],\n ...,\n [1.07997000e+06, 4.76545505e-02, 2.89197177e-01, ...,\n 4.55898821e-01, 2.80380598e-03, 4.99059856e-01],\n [1.07998000e+06, 4.76544350e-02, 2.89196908e-01, ...,\n 4.55898434e-01, 2.80380342e-03, 4.99059856e-01],\n [1.07999000e+06, 4.76543196e-02, 2.89196670e-01, ...,\n 4.55898046e-01, 2.80380109e-03, 4.99059856e-01]]), 8776731: array([[0.00000000e+00, 5.66139584e-04, 7.83752874e-02, ...,\n 1.29727274e-01, 1.19015845e-02, 4.99772787e-01],\n [1.00000000e+01, 5.66156814e-04, 7.83875510e-02, ...,\n 1.29747376e-01, 1.19034294e-02, 4.99772847e-01],\n [2.00000000e+01, 5.66173694e-04, 7.83909112e-02, ...,\n 1.29752874e-01, 1.19039332e-02, 4.99772847e-01],\n ...,\n [1.07997000e+06, 6.80876104e-03, 2.29519755e-01, ...,\n 3.70017260e-01, 3.39465365e-02, 4.98008519e-01],\n [1.07998000e+06, 6.80872658e-03, 2.29519323e-01, ...,\n 3.70016545e-01, 3.39464732e-02, 4.98008519e-01],\n [1.07999000e+06, 6.80869259e-03, 2.29518875e-01, ...,\n 3.70015889e-01, 3.39464135e-02, 4.98008519e-01]]), 8776733: array([[0.00000000e+00, 8.08299799e-03, 2.14520380e-01, ...,\n 3.48587841e-01, 7.29263248e-03, 4.99542564e-01],\n [1.00000000e+01, 8.08299892e-03, 2.14528501e-01, ...,\n 3.48600596e-01, 7.29289930e-03, 4.99542445e-01],\n [2.00000000e+01, 8.08299892e-03, 2.14528412e-01, ...,\n 3.48600447e-01, 7.29289651e-03, 4.99542445e-01],\n ...,\n [1.07997000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01],\n [1.07998000e+06, 1.61455516e-02, 2.79815733e-01, ...,\n 4.49415505e-01, 9.40199755e-03, 4.99312013e-01],\n [1.07999000e+06, 1.61455516e-02, 2.79815793e-01, ...,\n 4.49415565e-01, 9.40199941e-03, 4.99312013e-01]]), 8776735: array([[0.00000000e+00, 8.10410798e-01, 4.17716831e-01, ...,\n 6.29888713e-01, 1.18400129e-02, 4.59904999e-01],\n [1.00000000e+01, 8.10429573e-01, 4.17713702e-01, ...,\n 6.29884422e-01, 1.18399318e-02, 4.59945410e-01],\n [2.00000000e+01, 8.10448229e-01, 4.17716950e-01, ...,\n 6.29888892e-01, 1.18400166e-02, 4.59944904e-01],\n ...,\n [1.07997000e+06, 7.98622727e-01, 4.15652663e-01, ...,\n 6.27123892e-01, 1.17880423e-02, 4.60270792e-01],\n [1.07998000e+06, 7.98617363e-01, 4.15651768e-01, ...,\n 6.27122700e-01, 1.17880199e-02, 4.60270941e-01],\n [1.07999000e+06, 7.98611999e-01, 4.15650815e-01, ...,\n 6.27121389e-01, 1.17879957e-02, 4.60271060e-01]]), 8776737: array([[0.00000000e+00, 1.75818184e-03, 1.27944008e-01, ...,\n 2.10310772e-01, 1.24444244e-02, 4.99407738e-01],\n [1.00000000e+01, 1.75820058e-03, 1.27949208e-01, ...,\n 2.10319117e-01, 1.24449180e-02, 4.99407977e-01],\n [2.00000000e+01, 1.75821909e-03, 1.27949774e-01, ...,\n 2.10320070e-01, 1.24449749e-02, 4.99407977e-01],\n ...,\n [1.07997000e+06, 1.48630887e-02, 2.93175966e-01, ...,\n 4.66844261e-01, 2.76239216e-02, 4.97927636e-01],\n [1.07998000e+06, 1.48630235e-02, 2.93175489e-01, ...,\n 4.66843635e-01, 2.76238844e-02, 4.97927636e-01],\n [1.07999000e+06, 1.48629593e-02, 2.93175042e-01, ...,\n 4.66842949e-01, 2.76238434e-02, 4.97927636e-01]]), 8776739: array([[0.00000000e+00, 6.20556995e-02, 2.97126770e-01, ...,\n 4.65213984e-01, 3.17986333e-03, 4.98528093e-01],\n [1.00000000e+01, 6.20558485e-02, 2.97188193e-01, ...,\n 4.65302289e-01, 3.18046683e-03, 4.98528302e-01],\n [2.00000000e+01, 6.20559976e-02, 2.97187328e-01, ...,\n 4.65301037e-01, 3.18045821e-03, 4.98528302e-01],\n ...,\n [1.07997000e+06, 6.63753226e-02, 3.04497659e-01, ...,\n 4.75782394e-01, 3.25210113e-03, 4.98469174e-01],\n [1.07998000e+06, 6.63750768e-02, 3.04497272e-01, ...,\n 4.75781798e-01, 3.25209717e-03, 4.98469174e-01],\n [1.07999000e+06, 6.63748384e-02, 3.04496884e-01, ...,\n 4.75781202e-01, 3.25209298e-03, 4.98469174e-01]]), 8776741: array([[0.00000000e+00, 3.15845460e-01, 4.23636109e-01, ...,\n 6.48406506e-01, 5.75338490e-03, 4.93999392e-01],\n [1.00000000e+01, 3.15845907e-01, 4.23617184e-01, ...,\n 6.48380518e-01, 5.75315440e-03, 4.93998796e-01],\n [2.00000000e+01, 3.15846384e-01, 4.23617780e-01, ...,\n 6.48381412e-01, 5.75316232e-03, 4.93998826e-01],\n ...,\n [1.07997000e+06, 3.28112870e-01, 4.29240763e-01, ...,\n 6.56093121e-01, 5.82158938e-03, 4.93866652e-01],\n [1.07998000e+06, 3.28110904e-01, 4.29239929e-01, ...,\n 6.56091928e-01, 5.82157867e-03, 4.93866682e-01],\n [1.07999000e+06, 3.28108966e-01, 4.29239094e-01, ...,\n 6.56090856e-01, 5.82156936e-03, 4.93866712e-01]]), 8780837: array([[0.00000000e+00, 3.67409550e-02, 2.19480976e-01, ...,\n 3.49277675e-01, 5.53530362e-03, 4.96726841e-01],\n [1.00000000e+01, 3.67409810e-02, 2.19457805e-01, ...,\n 3.49243104e-01, 5.53475600e-03, 4.96726632e-01],\n [2.00000000e+01, 3.67410071e-02, 2.19458282e-01, ...,\n 3.49243790e-01, 5.53476671e-03, 4.96726632e-01],\n ...,\n [1.07997000e+06, 7.72482604e-02, 2.88081259e-01, ...,\n 4.49248910e-01, 7.11963372e-03, 4.94938493e-01],\n [1.07998000e+06, 7.72482306e-02, 2.88081199e-01, ...,\n 4.49248791e-01, 7.11963186e-03, 4.94938493e-01],\n [1.07999000e+06, 7.72482008e-02, 2.88081139e-01, ...,\n 4.49248761e-01, 7.11963139e-03, 4.94938493e-01]]), 8776743: array([[0.00000000e+00, 4.28382866e-03, 1.46116138e-01, ...,\n 2.38775596e-01, 4.67271218e-03, 4.99488175e-01],\n [1.00000000e+01, 4.28382866e-03, 1.46118581e-01, ...,\n 2.38779455e-01, 4.67278762e-03, 4.99488026e-01],\n [2.00000000e+01, 4.28382866e-03, 1.46118566e-01, ...,\n 2.38779426e-01, 4.67278715e-03, 4.99488026e-01],\n ...,\n [1.07997000e+06, 1.01250205e-02, 2.04062179e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07998000e+06, 1.01250149e-02, 2.04062119e-01, ...,\n 3.29434425e-01, 6.44685747e-03, 4.99150962e-01],\n [1.07999000e+06, 1.01250093e-02, 2.04062089e-01, ...,\n 3.29434305e-01, 6.44685514e-03, 4.99150962e-01]]), 8780839: array([[0.00000000e+00, 1.72656730e-01, 2.74487913e-01, ...,\n 4.23897892e-01, 5.32535044e-03, 4.87786680e-01],\n [1.00000000e+01, 1.72657758e-01, 2.74475008e-01, ...,\n 4.23879832e-01, 5.32512367e-03, 4.87785429e-01],\n [2.00000000e+01, 1.72658771e-01, 2.74475843e-01, ...,\n 4.23880994e-01, 5.32513810e-03, 4.87785399e-01],\n ...,\n [1.07997000e+06, 3.41314465e-01, 3.48215669e-01, ...,\n 5.24492621e-01, 6.58910349e-03, 4.82528538e-01],\n [1.07998000e+06, 3.41313601e-01, 3.48215342e-01, ...,\n 5.24492264e-01, 6.58909883e-03, 4.82528567e-01],\n [1.07999000e+06, 3.41312736e-01, 3.48215103e-01, ...,\n 5.24491906e-01, 6.58909418e-03, 4.82528567e-01]]), 8780841: array([[0.00000000e+00, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n [1.00000000e+01, 9.36573488e-05, 3.53904851e-02, ...,\n 5.88978492e-02, 3.97958420e-03, 4.99981761e-01],\n [2.00000000e+01, 9.36573488e-05, 3.53904665e-02, ...,\n 5.88978268e-02, 3.97958281e-03, 4.99981761e-01],\n ...,\n [1.07997000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07998000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01],\n [1.07999000e+06, 3.23379412e-04, 6.54313341e-02, ...,\n 1.08652785e-01, 7.34140398e-03, 4.99944836e-01]]), 8776745: array([[0.00000000e+00, 7.88794383e-02, 2.57932127e-01, ...,\n 3.97890121e-01, 7.62241567e-03, 4.89167988e-01],\n [1.00000000e+01, 7.88840353e-02, 2.57902443e-01, ...,\n 3.97848785e-01, 7.62162404e-03, 4.89164919e-01],\n [2.00000000e+01, 7.88885951e-02, 2.57908374e-01, ...,\n 3.97857070e-01, 7.62178283e-03, 4.89164621e-01],\n ...,\n [1.07997000e+06, 6.61130995e-02, 2.42276073e-01, ...,\n 3.75951946e-01, 7.20214425e-03, 4.90222156e-01],\n [1.07998000e+06, 6.61129057e-02, 2.42275849e-01, ...,\n 3.75951588e-01, 7.20213726e-03, 4.90222186e-01],\n [1.07999000e+06, 6.61127120e-02, 2.42275566e-01, ...,\n 3.75951231e-01, 7.20213074e-03, 4.90222186e-01]]), 8780843: array([[0.00000000e+00, 4.55893838e-04, 4.78210263e-02, ...,\n 7.91743919e-02, 3.01043317e-03, 4.99670237e-01],\n [1.00000000e+01, 4.55894246e-04, 4.78026047e-02, ...,\n 7.91442096e-02, 3.00928554e-03, 4.99669939e-01],\n [2.00000000e+01, 4.55894624e-04, 4.77991365e-02, ...,\n 7.91385099e-02, 3.00906878e-03, 4.99669880e-01],\n ...,\n [1.07997000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07998000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01],\n [1.07999000e+06, 5.23167150e-03, 1.36706665e-01, ...,\n 2.20909074e-01, 8.39958433e-03, 4.97276902e-01]]), 8776747: array([[0.00000000e+00, 2.77376530e-04, 6.55748397e-02, ...,\n 1.08845666e-01, 5.25824446e-03, 4.99961406e-01],\n [1.00000000e+01, 2.77375191e-04, 6.56193346e-02, ...,\n 1.08919077e-01, 5.26179094e-03, 4.99961436e-01],\n [2.00000000e+01, 2.77373882e-04, 6.56326264e-02, ...,\n 1.08940989e-01, 5.26284939e-03, 4.99961436e-01],\n ...,\n [1.07997000e+06, 2.45644851e-03, 1.80498347e-01, ...,\n 2.95373976e-01, 1.42692737e-02, 4.99651760e-01],\n [1.07998000e+06, 2.45644501e-03, 1.80498242e-01, ...,\n 2.95373827e-01, 1.42692663e-02, 4.99651760e-01],\n [1.07999000e+06, 2.45644152e-03, 1.80498138e-01, ...,\n 2.95373648e-01, 1.42692579e-02, 4.99651760e-01]]), 8780845: array([[0.00000000e+00, 1.25307664e-01, 1.96019202e-01, ...,\n 2.98259944e-01, 7.93244503e-03, 4.32307899e-01],\n [1.00000000e+01, 1.25308484e-01, 1.96186021e-01, ...,\n 2.98486382e-01, 7.93846790e-03, 4.32347715e-01],\n [2.00000000e+01, 1.25309318e-01, 1.96182892e-01, ...,\n 2.98482150e-01, 7.93835521e-03, 4.32344794e-01],\n ...,\n [1.07997000e+06, 2.11836770e-01, 2.34775349e-01, ...,\n 3.49923015e-01, 9.30646341e-03, 4.11838382e-01],\n [1.07998000e+06, 2.11836189e-01, 2.34775111e-01, ...,\n 3.49922717e-01, 9.30645503e-03, 4.11838502e-01],\n [1.07999000e+06, 2.11835608e-01, 2.34774932e-01, ...,\n 3.49922478e-01, 9.30644944e-03, 4.11838651e-01]]), 8776749: array([[0.00000000e+00, 8.12010229e-01, 2.44354799e-01, ...,\n 3.57456416e-01, 7.52539840e-03, 2.50000000e-01],\n [1.00000000e+01, 8.12016606e-01, 3.11656654e-01, ...,\n 1.90277457e-01, 4.00584145e-03, 3.08377385e-01],\n [2.00000000e+01, 8.12027395e-01, 2.44454980e-01, ...,\n 3.57584894e-01, 7.52810342e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.23776066e-01, 3.12299877e-01, ...,\n 1.90910280e-01, 4.01916401e-03, 3.05797458e-01],\n [1.07998000e+06, 8.23768318e-01, 2.45551288e-01, ...,\n 3.58991206e-01, 7.55770970e-03, 2.50000000e-01],\n [1.07999000e+06, 8.23763907e-01, 3.12299192e-01, ...,\n 1.90909654e-01, 4.01915098e-03, 3.05800021e-01]]), 8780847: array([[0.00000000e+00, 2.01095894e-01, 4.34678979e-02, ...,\n 3.79418507e-02, 3.24289338e-03, 2.50000000e-01],\n [1.00000000e+01, 2.01106444e-01, 4.34684381e-02, ...,\n 3.79426777e-02, 3.24296393e-03, 2.50000000e-01],\n [2.00000000e+01, 2.01117024e-01, 4.34689820e-02, ...,\n 3.79435085e-02, 3.24303494e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.33610696e-01, 3.96134853e-02, ...,\n 3.21226530e-02, 2.74552591e-03, 2.50000000e-01],\n [1.07998000e+06, 1.33608773e-01, 3.96133587e-02, ...,\n 3.21224704e-02, 2.74551031e-03, 2.50000000e-01],\n [1.07999000e+06, 1.33606836e-01, 3.96132320e-02, ...,\n 3.21222879e-02, 2.74549471e-03, 2.50000000e-01]]), 8776751: array([[0.00000000e+00, 9.16483160e-03, 1.68582022e-01, ...,\n 2.73540020e-01, 5.77088678e-03, 4.98843014e-01],\n [1.00000000e+01, 9.16485302e-03, 1.68574601e-01, ...,\n 2.73528427e-01, 5.77064231e-03, 4.98843193e-01],\n [2.00000000e+01, 9.16487444e-03, 1.68574825e-01, ...,\n 2.73528755e-01, 5.77064930e-03, 4.98843193e-01],\n ...,\n [1.07997000e+06, 2.81743184e-02, 2.58114636e-01, ...,\n 4.09717232e-01, 8.64382368e-03, 4.97756422e-01],\n [1.07998000e+06, 2.81742662e-02, 2.58114457e-01, ...,\n 4.09716934e-01, 8.64381716e-03, 4.97756422e-01],\n [1.07999000e+06, 2.81742159e-02, 2.58114308e-01, ...,\n 4.09716666e-01, 8.64381157e-03, 4.97756422e-01]]), 8780849: array([[0.00000000e+00, 7.68994331e-01, 6.16042726e-02, ...,\n 4.93530296e-02, 5.14094066e-03, 2.50000000e-01],\n [1.00000000e+01, 7.68985689e-01, 6.16041161e-02, ...,\n 4.93528098e-02, 5.14091738e-03, 2.50000000e-01],\n [2.00000000e+01, 7.68977046e-01, 6.16039596e-02, ...,\n 4.93525900e-02, 5.14089456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27047074e+00, 6.93593472e-02, ...,\n 6.04366548e-02, 6.29548496e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27046120e+00, 6.93592131e-02, ...,\n 6.04364723e-02, 6.29546586e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27045166e+00, 6.93590865e-02, ...,\n 6.04362935e-02, 6.29544724e-03, 2.50000000e-01]]), 8776753: array([[0.00000000e+00, 7.84147680e-02, 3.02545160e-01, ...,\n 4.72301841e-01, 3.08089913e-03, 4.98214483e-01],\n [1.00000000e+01, 7.84145966e-02, 3.02484095e-01, ...,\n 4.72214669e-01, 3.08033032e-03, 4.98213917e-01],\n [2.00000000e+01, 7.84144327e-02, 3.02485049e-01, ...,\n 4.72216010e-01, 3.08033917e-03, 4.98213917e-01],\n ...,\n [1.07997000e+06, 8.57523829e-02, 3.12354296e-01, ...,\n 4.86268848e-01, 3.17200809e-03, 4.98118222e-01],\n [1.07998000e+06, 8.57522339e-02, 3.12354118e-01, ...,\n 4.86268610e-01, 3.17200646e-03, 4.98118222e-01],\n [1.07999000e+06, 8.57520849e-02, 3.12353909e-01, ...,\n 4.86268252e-01, 3.17200413e-03, 4.98118222e-01]]), 8776755: array([[0.00000000e+00, 8.11311752e-02, 2.79327631e-01, ...,\n 4.34301794e-01, 1.52386595e-02, 4.86268073e-01],\n [1.00000000e+01, 8.11308697e-02, 2.79336810e-01, ...,\n 4.34314817e-01, 1.52391167e-02, 4.86268759e-01],\n [2.00000000e+01, 8.11305642e-02, 2.79336274e-01, ...,\n 4.34314042e-01, 1.52390897e-02, 4.86268789e-01],\n ...,\n [1.07997000e+06, 9.06137526e-02, 2.90546864e-01, ...,\n 4.50127870e-01, 1.57939605e-02, 4.85356569e-01],\n [1.07998000e+06, 9.06135663e-02, 2.90546626e-01, ...,\n 4.50127572e-01, 1.57939494e-02, 4.85356569e-01],\n [1.07999000e+06, 9.06133875e-02, 2.90546447e-01, ...,\n 4.50127304e-01, 1.57939401e-02, 4.85356599e-01]]), 8776757: array([[0.00000000e+00, 4.70651500e-03, 1.83372423e-01, ...,\n 2.96046168e-01, 9.83542018e-03, 4.99080241e-01],\n [1.00000000e+01, 4.70651500e-03, 1.83367416e-01, ...,\n 2.96038449e-01, 9.83516406e-03, 4.99080390e-01],\n [2.00000000e+01, 4.70651500e-03, 1.83367446e-01, ...,\n 2.96038508e-01, 9.83516593e-03, 4.99080390e-01],\n ...,\n [1.07997000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07998000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01],\n [1.07999000e+06, 4.05566720e-03, 1.73147589e-01, ...,\n 2.80241668e-01, 9.31035355e-03, 4.99157608e-01]]), 8776759: array([[0.00000000e+00, 4.41894323e-01, 3.85104924e-01, ...,\n 5.82951486e-01, 4.12271218e-03, 4.89767283e-01],\n [1.00000000e+01, 4.41897035e-01, 3.85106623e-01, ...,\n 5.82953811e-01, 4.12272848e-03, 4.89765704e-01],\n [2.00000000e+01, 4.41899717e-01, 3.85107428e-01, ...,\n 5.82954943e-01, 4.12273640e-03, 4.89765674e-01],\n ...,\n [1.07997000e+06, 4.41529155e-01, 3.84997755e-01, ...,\n 5.82807243e-01, 4.12169192e-03, 4.89770502e-01],\n [1.07998000e+06, 4.41525936e-01, 3.84996802e-01, ...,\n 5.82805991e-01, 4.12168307e-03, 4.89770532e-01],\n [1.07999000e+06, 4.41522688e-01, 3.84995878e-01, ...,\n 5.82804799e-01, 4.12167469e-03, 4.89770591e-01]]), 8776761: array([[0.00000000e+00, 1.56136975e-01, 4.73793596e-01, ...,\n 7.22560585e-01, 3.87639808e-03, 4.98811960e-01],\n [1.00000000e+01, 1.56132624e-01, 4.73820686e-01, ...,\n 7.22597599e-01, 3.87659646e-03, 4.98812109e-01],\n [2.00000000e+01, 1.56128302e-01, 4.73815441e-01, ...,\n 7.22590446e-01, 3.87655827e-03, 4.98812109e-01],\n ...,\n [1.07997000e+06, 5.88655099e-02, 3.35001737e-01, ...,\n 5.27403176e-01, 2.82941619e-03, 4.99327004e-01],\n [1.07998000e+06, 5.88653758e-02, 3.35001409e-01, ...,\n 5.27402759e-01, 2.82941386e-03, 4.99327004e-01],\n [1.07999000e+06, 5.88652417e-02, 3.35001141e-01, ...,\n 5.27402341e-01, 2.82941177e-03, 4.99327004e-01]]), 8776763: array([[0.00000000e+00, 8.46178293e-01, 4.32164997e-01, ...,\n 6.54097140e-01, 4.65881173e-03, 4.86565620e-01],\n [1.00000000e+01, 8.46177518e-01, 4.32168007e-01, ...,\n 6.54101312e-01, 4.65884153e-03, 4.86559629e-01],\n [2.00000000e+01, 8.46176803e-01, 4.32167888e-01, ...,\n 6.54101074e-01, 4.65883967e-03, 4.86559629e-01],\n ...,\n [1.07997000e+06, 9.00241435e-01, 4.41325039e-01, ...,\n 6.66415215e-01, 4.74654743e-03, 4.86087918e-01],\n [1.07998000e+06, 9.00234938e-01, 4.41324025e-01, ...,\n 6.66413844e-01, 4.74653766e-03, 4.86087978e-01],\n [1.07999000e+06, 9.00228441e-01, 4.41322982e-01, ...,\n 6.66412473e-01, 4.74652788e-03, 4.86088008e-01]]), 8776765: array([[0.00000000e+00, 5.49619794e-02, 3.26857418e-01, ...,\n 5.18501520e-01, 6.99732127e-03, 4.98611629e-01],\n [1.00000000e+01, 5.49619980e-02, 3.26875627e-01, ...,\n 5.18528461e-01, 6.99768495e-03, 4.98611659e-01],\n [2.00000000e+01, 5.49620166e-02, 3.26875359e-01, ...,\n 5.18527985e-01, 6.99767843e-03, 4.98611659e-01],\n ...,\n [1.07997000e+06, 5.41896410e-02, 3.25165510e-01, ...,\n 5.15997052e-01, 6.96352310e-03, 4.98623192e-01],\n [1.07998000e+06, 5.41894846e-02, 3.25165123e-01, ...,\n 5.15996516e-01, 6.96351565e-03, 4.98623192e-01],\n [1.07999000e+06, 5.41893281e-02, 3.25164795e-01, ...,\n 5.15995979e-01, 6.96350867e-03, 4.98623192e-01]]), 8776767: array([[0.00000000e+00, 4.14206460e-02, 3.17095309e-01, ...,\n 5.05595863e-01, 2.45196838e-03, 4.99644637e-01],\n [1.00000000e+01, 4.14206572e-02, 3.17122787e-01, ...,\n 5.05636990e-01, 2.45216792e-03, 4.99644637e-01],\n [2.00000000e+01, 4.14206684e-02, 3.17122370e-01, ...,\n 5.05636334e-01, 2.45216466e-03, 4.99644637e-01],\n ...,\n [1.07997000e+06, 4.14096974e-02, 3.17090929e-01, ...,\n 5.05589306e-01, 2.45193648e-03, 4.99644667e-01],\n [1.07998000e+06, 4.14095931e-02, 3.17090660e-01, ...,\n 5.05588830e-01, 2.45193415e-03, 4.99644667e-01],\n [1.07999000e+06, 4.14094925e-02, 3.17090333e-01, ...,\n 5.05588412e-01, 2.45193229e-03, 4.99644667e-01]]), 8776769: array([[0.00000000e+00, 9.01433587e-01, 5.66652000e-01, ...,\n 8.69386613e-01, 9.65985134e-02, 4.21070665e-01],\n [1.00000000e+01, 9.01411116e-01, 5.66647053e-01, ...,\n 8.69379818e-01, 9.65977609e-02, 4.21071738e-01],\n [2.00000000e+01, 9.01391983e-01, 5.66642761e-01, ...,\n 8.69373858e-01, 9.65970978e-02, 4.21072662e-01],\n ...,\n [1.07997000e+06, 9.55379128e-01, 5.78215241e-01, ...,\n 8.85327160e-01, 9.83696878e-02, 4.18428659e-01],\n [1.07998000e+06, 9.55372274e-01, 5.78213811e-01, ...,\n 8.85325313e-01, 9.83694792e-02, 4.18428987e-01],\n [1.07999000e+06, 9.55365539e-01, 5.78212500e-01, ...,\n 8.85323346e-01, 9.83692631e-02, 4.18429345e-01]]), 8776771: array([[0.00000000e+00, 5.12463693e-03, 2.81570256e-01, ...,\n 4.56332326e-01, 3.25951688e-02, 4.99502122e-01],\n [1.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n [2.00000000e+01, 5.12463693e-03, 2.81570584e-01, ...,\n 4.56332892e-01, 3.25952098e-02, 4.99502122e-01],\n ...,\n [1.07997000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07998000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01],\n [1.07999000e+06, 5.41353691e-03, 2.87619293e-01, ...,\n 4.65730608e-01, 3.32664736e-02, 4.99485791e-01]]), 8776773: array([[0.00000000e+00, 9.70974639e-02, 3.22797090e-01, ...,\n 5.05050540e-01, 3.56926187e-03, 4.98137295e-01],\n [1.00000000e+01, 9.71048772e-02, 3.22824866e-01, ...,\n 5.05090415e-01, 3.56954359e-03, 4.98137355e-01],\n [2.00000000e+01, 9.71122682e-02, 3.22833389e-01, ...,\n 5.05102634e-01, 3.56962997e-03, 4.98137265e-01],\n ...,\n [1.07997000e+06, 9.85560864e-02, 3.24558020e-01, ...,\n 5.07576823e-01, 3.58711532e-03, 4.98121172e-01],\n [1.07998000e+06, 9.85556319e-02, 3.24557513e-01, ...,\n 5.07576108e-01, 3.58711043e-03, 4.98121172e-01],\n [1.07999000e+06, 9.85551849e-02, 3.24556947e-01, ...,\n 5.07575393e-01, 3.58710531e-03, 4.98121172e-01]]), 8776775: array([[0.00000000e+00, 1.10840254e-01, 2.83998519e-01, ...,\n 4.40636605e-01, 3.84835480e-03, 4.95411903e-01],\n [1.00000000e+01, 1.10839739e-01, 2.84074396e-01, ...,\n 4.40743595e-01, 3.84928915e-03, 4.95413452e-01],\n [2.00000000e+01, 1.10839233e-01, 2.84072459e-01, ...,\n 4.40740794e-01, 3.84926470e-03, 4.95413423e-01],\n ...,\n [1.07997000e+06, 1.71358317e-01, 3.30977976e-01, ...,\n 5.05889475e-01, 4.41824878e-03, 4.94101942e-01],\n [1.07998000e+06, 1.71357840e-01, 3.30977678e-01, ...,\n 5.05889058e-01, 4.41824505e-03, 4.94101942e-01],\n [1.07999000e+06, 1.71357349e-01, 3.30977350e-01, ...,\n 5.05888641e-01, 4.41824133e-03, 4.94101971e-01]]), 8776777: array([[0.00000000e+00, 1.40545825e-02, 2.39569619e-01, ...,\n 3.86336237e-01, 2.24744761e-03, 4.99773771e-01],\n [1.00000000e+01, 1.40546095e-02, 2.39577323e-01, ...,\n 3.86348039e-01, 2.24751630e-03, 4.99773771e-01],\n [2.00000000e+01, 1.40546365e-02, 2.39577398e-01, ...,\n 3.86348188e-01, 2.24751700e-03, 4.99773771e-01],\n ...,\n [1.07997000e+06, 2.34399438e-02, 2.90782958e-01, ...,\n 4.64117736e-01, 2.69992859e-03, 4.99694020e-01],\n [1.07998000e+06, 2.34398842e-02, 2.90782690e-01, ...,\n 4.64117348e-01, 2.69992626e-03, 4.99694020e-01],\n [1.07999000e+06, 2.34398264e-02, 2.90782392e-01, ...,\n 4.64116871e-01, 2.69992347e-03, 4.99694020e-01]]), 8776779: array([[0.00000000e+00, 7.87812293e-01, 3.09891045e-01, ...,\n 4.63781476e-01, 3.30328685e-03, 4.60116088e-01],\n [1.00000000e+01, 7.87809134e-01, 3.09887737e-01, ...,\n 4.63777065e-01, 3.30325565e-03, 4.60139632e-01],\n [2.00000000e+01, 7.87805974e-01, 3.09887320e-01, ...,\n 4.63776559e-01, 3.30325193e-03, 4.60139722e-01],\n ...,\n [1.07997000e+06, 1.32979536e+00, 4.33540642e-01, ...,\n 2.68213034e-01, 1.91034924e-03, 4.67992008e-01],\n [1.07998000e+06, 1.32978129e+00, 3.67399275e-01, ...,\n 5.38761258e-01, 3.83733097e-03, 4.47185069e-01],\n [1.07999000e+06, 1.32977402e+00, 4.33538526e-01, ...,\n 2.68213749e-01, 1.91035436e-03, 4.67992604e-01]]), 8776781: array([[0.00000000e+00, 2.19001710e-01, 3.30167770e-01, ...,\n 5.08767903e-01, 7.55970133e-03, 4.86952186e-01],\n [1.00000000e+01, 2.19010025e-01, 3.30320984e-01, ...,\n 5.08980989e-01, 7.56286737e-03, 4.86959666e-01],\n [2.00000000e+01, 2.19018325e-01, 3.30322355e-01, ...,\n 5.08982837e-01, 7.56289484e-03, 4.86959130e-01],\n ...,\n [1.07997000e+06, 2.70505071e-01, 3.55548859e-01, ...,\n 5.43828368e-01, 8.08065943e-03, 4.85280395e-01],\n [1.07998000e+06, 2.70503789e-01, 3.55548233e-01, ...,\n 5.43827534e-01, 8.08064640e-03, 4.85280424e-01],\n [1.07999000e+06, 2.70502508e-01, 3.55547696e-01, ...,\n 5.43826759e-01, 8.08063522e-03, 4.85280454e-01]]), 8776783: array([[0.00000000e+00, 2.32336321e-03, 1.33345768e-01, ...,\n 2.18734816e-01, 5.92777273e-03, 4.99618590e-01],\n [1.00000000e+01, 2.32338300e-03, 1.33349374e-01, ...,\n 2.18740582e-01, 5.92792919e-03, 4.99618769e-01],\n [2.00000000e+01, 2.32340256e-03, 1.33349836e-01, ...,\n 2.18741357e-01, 5.92795014e-03, 4.99618769e-01],\n ...,\n [1.07997000e+06, 4.77239490e-03, 1.77087545e-01, ...,\n 2.88132340e-01, 7.80846458e-03, 4.99419302e-01],\n [1.07998000e+06, 4.77237254e-03, 1.77087232e-01, ...,\n 2.88131833e-01, 7.80845061e-03, 4.99419302e-01],\n [1.07999000e+06, 4.77235019e-03, 1.77086890e-01, ...,\n 2.88131297e-01, 7.80843617e-03, 4.99419302e-01]]), 8776785: array([[0.00000000e+00, 6.86420128e-02, 2.38791972e-01, ...,\n 3.82365733e-01, 1.17578648e-03, 4.99272466e-01],\n [1.00000000e+01, 6.86425045e-02, 2.38755181e-01, ...,\n 3.82310063e-01, 1.17561524e-03, 4.99272346e-01],\n [2.00000000e+01, 6.86429963e-02, 2.38756478e-01, ...,\n 3.82312000e-01, 1.17562118e-03, 4.99272346e-01],\n ...,\n [1.07997000e+06, 1.97343320e-01, 3.52118433e-01, ...,\n 5.48646212e-01, 1.68710400e-03, 4.98650461e-01],\n [1.07998000e+06, 1.97342098e-01, 3.52117687e-01, ...,\n 5.48645079e-01, 1.68710051e-03, 4.98650461e-01],\n [1.07999000e+06, 1.97340891e-01, 3.52116913e-01, ...,\n 5.48643947e-01, 1.68709701e-03, 4.98650491e-01]]), 8776787: array([[0.00000000e+00, 1.06889950e-02, 2.55226225e-01, ...,\n 4.10779744e-01, 8.31537973e-03, 4.99463111e-01],\n [1.00000000e+01, 1.06890006e-02, 2.55236804e-01, ...,\n 4.10795927e-01, 8.31570663e-03, 4.99463052e-01],\n [2.00000000e+01, 1.06890053e-02, 2.55236655e-01, ...,\n 4.10795718e-01, 8.31570290e-03, 4.99463052e-01],\n ...,\n [1.07997000e+06, 2.08585355e-02, 3.28253627e-01, ...,\n 5.20599186e-01, 1.05384449e-02, 4.99202818e-01],\n [1.07998000e+06, 2.08585113e-02, 3.28253478e-01, ...,\n 5.20598888e-01, 1.05384393e-02, 4.99202818e-01],\n [1.07999000e+06, 2.08584871e-02, 3.28253388e-01, ...,\n 5.20598769e-01, 1.05384365e-02, 4.99202818e-01]]), 8776789: array([[0.00000000e+00, 4.97920178e-02, 4.86538678e-01, ...,\n 7.87982702e-01, 2.18884096e-01, 4.96299475e-01],\n [1.00000000e+01, 4.97928932e-02, 4.86553043e-01, ...,\n 7.88004935e-01, 2.18890265e-01, 4.96299356e-01],\n [2.00000000e+01, 4.97935042e-02, 4.86555159e-01, ...,\n 7.88008153e-01, 2.18891159e-01, 4.96299326e-01],\n ...,\n [1.07997000e+06, 8.77193883e-02, 6.03742838e-01, ...,\n 9.67884839e-01, 2.68856913e-01, 4.94832784e-01],\n [1.07998000e+06, 8.77191350e-02, 6.03742182e-01, ...,\n 9.67883945e-01, 2.68856674e-01, 4.94832814e-01],\n [1.07999000e+06, 8.77188891e-02, 6.03741527e-01, ...,\n 9.67882752e-01, 2.68856347e-01, 4.94832814e-01]]), 8776791: array([[0.00000000e+00, 6.95235431e-02, 2.13563681e-01, ...,\n 3.40915471e-01, 3.62676047e-02, 4.60611582e-01],\n [1.00000000e+01, 6.95245489e-02, 2.13571966e-01, ...,\n 3.40927929e-01, 3.62689309e-02, 4.60612357e-01],\n [2.00000000e+01, 6.95255250e-02, 2.13572979e-01, ...,\n 3.40929419e-01, 3.62690873e-02, 4.60612029e-01],\n ...,\n [1.07997000e+06, 2.04282284e-01, 3.16580057e-01, ...,\n 4.90690708e-01, 5.22011407e-02, 4.26125407e-01],\n [1.07998000e+06, 2.04281002e-01, 3.16579282e-01, ...,\n 4.90689635e-01, 5.22010252e-02, 4.26125675e-01],\n [1.07999000e+06, 2.04279706e-01, 3.16578597e-01, ...,\n 4.90688622e-01, 5.22009172e-02, 4.26125944e-01]]), 8776793: array([[0.00000000e+00, 9.14108694e-01, 4.03542757e-01, ...,\n 6.07532084e-01, 6.63244631e-03, 4.70495969e-01],\n [1.00000000e+01, 9.14086163e-01, 4.03537512e-01, ...,\n 6.07525170e-01, 6.63237087e-03, 4.70505118e-01],\n [2.00000000e+01, 9.14063752e-01, 4.03534174e-01, ...,\n 6.07520700e-01, 6.63232198e-03, 4.70505506e-01],\n ...,\n [1.07997000e+06, 9.89911139e-01, 4.14448231e-01, ...,\n 6.22061074e-01, 6.79105939e-03, 4.69178051e-01],\n [1.07998000e+06, 9.89904046e-01, 4.14447248e-01, ...,\n 6.22059762e-01, 6.79104542e-03, 4.69178140e-01],\n [1.07999000e+06, 9.89897013e-01, 4.14446294e-01, ...,\n 6.22058511e-01, 6.79103145e-03, 4.69178289e-01]]), 8776795: array([[0.00000000e+00, 8.23701732e-04, 8.42881575e-02, ...,\n 1.39615253e-01, 2.09318218e-03, 4.99961495e-01],\n [1.00000000e+01, 8.23705632e-04, 8.42890069e-02, ...,\n 1.39616638e-01, 2.09320290e-03, 4.99961495e-01],\n [2.00000000e+01, 8.23709532e-04, 8.42893124e-02, ...,\n 1.39617130e-01, 2.09321035e-03, 4.99961495e-01],\n ...,\n [1.07997000e+06, 6.47152402e-03, 2.08937332e-01, ...,\n 3.40147525e-01, 5.09966305e-03, 4.99743283e-01],\n [1.07998000e+06, 6.47151377e-03, 2.08937198e-01, ...,\n 3.40147287e-01, 5.09965932e-03, 4.99743283e-01],\n [1.07999000e+06, 6.47150353e-03, 2.08937064e-01, ...,\n 3.40147108e-01, 5.09965653e-03, 4.99743283e-01]]), 8776797: array([[0.00000000e+00, 2.16078777e-02, 1.99894160e-01, ...,\n 3.21906924e-01, 1.32471987e-03, 4.99558419e-01],\n [1.00000000e+01, 2.16080062e-02, 1.99874565e-01, ...,\n 3.21876943e-01, 1.32459647e-03, 4.99558419e-01],\n [2.00000000e+01, 2.16081329e-02, 1.99875340e-01, ...,\n 3.21878105e-01, 1.32460124e-03, 4.99558419e-01],\n ...,\n [1.07997000e+06, 4.33341414e-02, 2.59614319e-01, ...,\n 4.11852419e-01, 1.69486587e-03, 4.99334604e-01],\n [1.07998000e+06, 4.33339812e-02, 2.59613961e-01, ...,\n 4.11851823e-01, 1.69486343e-03, 4.99334604e-01],\n [1.07999000e+06, 4.33338210e-02, 2.59613603e-01, ...,\n 4.11851317e-01, 1.69486133e-03, 4.99334604e-01]]), 8776799: array([[0.00000000e+00, 8.14664066e-01, 3.25569868e-01, ...,\n 4.88362491e-01, 3.98988975e-03, 4.60571915e-01],\n [1.00000000e+01, 8.14664841e-01, 3.25564414e-01, ...,\n 4.88355309e-01, 3.98983108e-03, 4.60616678e-01],\n [2.00000000e+01, 8.14665616e-01, 3.25564474e-01, ...,\n 4.88355368e-01, 3.98983154e-03, 4.60616678e-01],\n ...,\n [1.07997000e+06, 1.37629521e+00, 3.86619866e-01, ...,\n 5.68212152e-01, 4.64225654e-03, 4.47461843e-01],\n [1.07998000e+06, 1.37628734e+00, 4.56493556e-01, ...,\n 2.92581141e-01, 2.39036884e-03, 4.69719470e-01],\n [1.07999000e+06, 1.37627268e+00, 3.86617988e-01, ...,\n 5.68209648e-01, 4.64223605e-03, 4.47462201e-01]]), 8776801: array([[0.00000000e+00, 8.78372639e-02, 4.50957537e-01, ...,\n 7.08999753e-01, 6.38738498e-02, 4.92871881e-01],\n [1.00000000e+01, 8.78374279e-02, 4.50944334e-01, ...,\n 7.08980560e-01, 6.38721213e-02, 4.92871672e-01],\n [2.00000000e+01, 8.78375694e-02, 4.50944811e-01, ...,\n 7.08981335e-01, 6.38721883e-02, 4.92871672e-01],\n ...,\n [1.07997000e+06, 7.37359971e-02, 4.22954917e-01, ...,\n 6.68173015e-01, 6.01957664e-02, 4.93567735e-01],\n [1.07998000e+06, 7.37358183e-02, 4.22954500e-01, ...,\n 6.68172419e-01, 6.01957142e-02, 4.93567765e-01],\n [1.07999000e+06, 7.37356320e-02, 4.22954142e-01, ...,\n 6.68171883e-01, 6.01956658e-02, 4.93567765e-01]]), 8776803: array([[0.00000000e+00, 1.83922704e-02, 2.63536185e-01, ...,\n 4.22639102e-01, 4.04052669e-03, 4.99548256e-01],\n [1.00000000e+01, 1.83922760e-02, 2.63525903e-01, ...,\n 4.22623515e-01, 4.04037768e-03, 4.99548286e-01],\n [2.00000000e+01, 1.83922816e-02, 2.63526082e-01, ...,\n 4.22623754e-01, 4.04038001e-03, 4.99548286e-01],\n ...,\n [1.07997000e+06, 2.09395867e-02, 2.76745319e-01, ...,\n 4.42615241e-01, 4.23150323e-03, 4.99512315e-01],\n [1.07998000e+06, 2.09395550e-02, 2.76745170e-01, ...,\n 4.42614973e-01, 4.23150044e-03, 4.99512315e-01],\n [1.07999000e+06, 2.09395252e-02, 2.76744992e-01, ...,\n 4.42614675e-01, 4.23149765e-03, 4.99512315e-01]]), 8776805: array([[0.00000000e+00, 1.34115238e-04, 3.97623181e-02, ...,\n 6.60964921e-02, 2.36058910e-03, 4.99971807e-01],\n [1.00000000e+01, 1.34115297e-04, 3.97700667e-02, ...,\n 6.61093220e-02, 2.36104731e-03, 4.99971807e-01],\n [2.00000000e+01, 1.34115340e-04, 3.97728868e-02, ...,\n 6.61139935e-02, 2.36121425e-03, 4.99971807e-01],\n ...,\n [1.07997000e+06, 1.54523319e-03, 1.27268180e-01, ...,\n 2.08995596e-01, 7.46412855e-03, 4.99651015e-01],\n [1.07998000e+06, 1.54523284e-03, 1.27268165e-01, ...,\n 2.08995581e-01, 7.46412808e-03, 4.99651015e-01],\n [1.07999000e+06, 1.54523249e-03, 1.27268150e-01, ...,\n 2.08995536e-01, 7.46412668e-03, 4.99651015e-01]]), 8776807: array([[0.00000000e+00, 8.09733942e-02, 3.49916875e-01, ...,\n 5.42742908e-01, 6.16753334e-03, 4.97609496e-01],\n [1.00000000e+01, 8.09734315e-02, 3.49885613e-01, ...,\n 5.42699039e-01, 6.16703462e-03, 4.97609168e-01],\n [2.00000000e+01, 8.09734613e-02, 3.49886298e-01, ...,\n 5.42699933e-01, 6.16704486e-03, 4.97609168e-01],\n ...,\n [1.07997000e+06, 6.45402297e-02, 3.22593749e-01, ...,\n 5.03972173e-01, 5.72695676e-03, 4.97905970e-01],\n [1.07998000e+06, 6.45400807e-02, 3.22593480e-01, ...,\n 5.03971815e-01, 5.72695257e-03, 4.97905970e-01],\n [1.07999000e+06, 6.45399243e-02, 3.22593182e-01, ...,\n 5.03971398e-01, 5.72694791e-03, 4.97905970e-01]]), 8776809: array([[0.00000000e+00, 9.95470822e-01, 6.50799796e-02, ...,\n 5.27311750e-02, 1.05251849e-03, 2.50000000e-01],\n [1.00000000e+01, 9.95457232e-01, 6.50797859e-02, ...,\n 5.27308881e-02, 1.05251267e-03, 2.50000000e-01],\n [2.00000000e+01, 9.95443642e-01, 6.50795847e-02, ...,\n 5.27305976e-02, 1.05250697e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20342803e+00, 6.80133477e-02, ...,\n 5.68930246e-02, 1.13558932e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20341659e+00, 6.80131838e-02, ...,\n 5.68928048e-02, 1.13558490e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20340514e+00, 6.80130348e-02, ...,\n 5.68925887e-02, 1.13558059e-03, 2.50000000e-01]]), 8776811: array([[0.00000000e+00, 7.12223500e-02, 2.82317847e-01, ...,\n 4.46643263e-01, 3.15426034e-03, 4.98449028e-01],\n [1.00000000e+01, 7.12225735e-02, 2.82315433e-01, ...,\n 4.46639717e-01, 3.15423519e-03, 4.98448998e-01],\n [2.00000000e+01, 7.12227970e-02, 2.82315820e-01, ...,\n 4.46640253e-01, 3.15423915e-03, 4.98448998e-01],\n ...,\n [1.07997000e+06, 1.36066586e-01, 3.56992513e-01, ...,\n 5.54257691e-01, 3.91424913e-03, 4.97736365e-01],\n [1.07998000e+06, 1.36065856e-01, 3.56991857e-01, ...,\n 5.54256737e-01, 3.91424261e-03, 4.97736365e-01],\n [1.07999000e+06, 1.36065125e-01, 3.56991112e-01, ...,\n 5.54255784e-01, 3.91423563e-03, 4.97736365e-01]]), 8776813: array([[0.00000000e+00, 1.61543749e-02, 2.75658667e-01, ...,\n 4.33674872e-01, 1.30232694e-02, 4.98100191e-01],\n [1.00000000e+01, 1.61543731e-02, 2.75668174e-01, ...,\n 4.33688670e-01, 1.30236838e-02, 4.98100162e-01],\n [2.00000000e+01, 1.61543731e-02, 2.75668025e-01, ...,\n 4.33688432e-01, 1.30236773e-02, 4.98100162e-01],\n ...,\n [1.07997000e+06, 1.05433981e-03, 9.60457027e-02, ...,\n 1.58046186e-01, 4.74613160e-03, 4.99617398e-01],\n [1.07998000e+06, 1.05433888e-03, 9.60456803e-02, ...,\n 1.58046141e-01, 4.74613067e-03, 4.99617398e-01],\n [1.07999000e+06, 1.05433795e-03, 9.60456431e-02, ...,\n 1.58046082e-01, 4.74612880e-03, 4.99617398e-01]]), 8776815: array([[0.00000000e+00, 5.57679348e-02, 3.06524783e-01, ...,\n 4.75638539e-01, 1.18909637e-02, 4.94631082e-01],\n [1.00000000e+01, 5.57679459e-02, 3.06491703e-01, ...,\n 4.75591928e-01, 1.18897986e-02, 4.94630307e-01],\n [2.00000000e+01, 5.57679571e-02, 3.06492329e-01, ...,\n 4.75592762e-01, 1.18898191e-02, 4.94630307e-01],\n ...,\n [1.07997000e+06, 5.92711009e-02, 3.13199192e-01, ...,\n 4.85022187e-01, 1.21255545e-02, 4.94435728e-01],\n [1.07998000e+06, 5.92710637e-02, 3.13199133e-01, ...,\n 4.85022098e-01, 1.21255526e-02, 4.94435728e-01],\n [1.07999000e+06, 5.92710264e-02, 3.13199013e-01, ...,\n 4.85021949e-01, 1.21255489e-02, 4.94435728e-01]]), 8776817: array([[0.00000000e+00, 6.86516427e-03, 2.26909131e-01, ...,\n 3.66950721e-01, 7.15303561e-03, 4.99612927e-01],\n [1.00000000e+01, 6.86517917e-03, 2.26905495e-01, ...,\n 3.66945058e-01, 7.15292525e-03, 4.99612957e-01],\n [2.00000000e+01, 6.86519360e-03, 2.26905718e-01, ...,\n 3.66945416e-01, 7.15293223e-03, 4.99612957e-01],\n ...,\n [1.07997000e+06, 8.18168838e-03, 2.42719293e-01, ...,\n 3.91325951e-01, 7.62818614e-03, 4.99570787e-01],\n [1.07998000e+06, 8.18167534e-03, 2.42719144e-01, ...,\n 3.91325742e-01, 7.62818195e-03, 4.99570787e-01],\n [1.07999000e+06, 8.18166230e-03, 2.42719010e-01, ...,\n 3.91325474e-01, 7.62817683e-03, 4.99570787e-01]]), 8776819: array([[0.00000000e+00, 7.79018970e-03, 2.31305361e-01, ...,\n 3.64363343e-01, 3.25324424e-02, 4.95593101e-01],\n [1.00000000e+01, 7.79019017e-03, 2.31309950e-01, ...,\n 3.64370048e-01, 3.25330421e-02, 4.95592952e-01],\n [2.00000000e+01, 7.79019063e-03, 2.31309861e-01, ...,\n 3.64369899e-01, 3.25330272e-02, 4.95592952e-01],\n ...,\n [1.07997000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07998000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01],\n [1.07999000e+06, 1.53745217e-02, 2.95421362e-01, ...,\n 4.55322653e-01, 4.06538099e-02, 4.93401319e-01]]), 8776821: array([[0.00000000e+00, 3.13761495e-02, 2.01040506e-01, ...,\n 3.19146454e-01, 2.81682657e-03, 4.97813195e-01],\n [1.00000000e+01, 3.13762650e-02, 2.01023430e-01, ...,\n 3.19121152e-01, 2.81660329e-03, 4.97813076e-01],\n [2.00000000e+01, 3.13763805e-02, 2.01024011e-01, ...,\n 3.19122046e-01, 2.81661120e-03, 4.97813076e-01],\n ...,\n [1.07997000e+06, 6.44306019e-02, 2.61310726e-01, ...,\n 4.06483442e-01, 3.58767388e-03, 4.96665150e-01],\n [1.07998000e+06, 6.44303858e-02, 2.61310458e-01, ...,\n 4.06483024e-01, 3.58767016e-03, 4.96665150e-01],\n [1.07999000e+06, 6.44301623e-02, 2.61310101e-01, ...,\n 4.06482577e-01, 3.58766620e-03, 4.96665180e-01]]), 8776823: array([[0.00000000e+00, 4.60426230e-03, 1.08705133e-01, ...,\n 1.74665868e-01, 2.03099847e-02, 4.81666148e-01],\n [1.00000000e+01, 4.60427999e-03, 1.08684696e-01, ...,\n 1.74634710e-01, 2.03063618e-02, 4.81673181e-01],\n [2.00000000e+01, 4.60429816e-03, 1.08685121e-01, ...,\n 1.74635351e-01, 2.03064363e-02, 4.81673032e-01],\n ...,\n [1.07997000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07998000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01],\n [1.07999000e+06, 7.64044235e-03, 1.31506518e-01, ...,\n 2.08958179e-01, 2.42974628e-02, 4.75275367e-01]]), 8776825: array([[0.00000000e+00, 1.05988728e-02, 2.07834318e-01, ...,\n 3.34955752e-01, 9.93933994e-03, 4.98631060e-01],\n [1.00000000e+01, 1.05989259e-02, 2.07835928e-01, ...,\n 3.34958196e-01, 9.93941259e-03, 4.98631030e-01],\n [2.00000000e+01, 1.05989790e-02, 2.07836285e-01, ...,\n 3.34958762e-01, 9.93942935e-03, 4.98631030e-01],\n ...,\n [1.07997000e+06, 1.04961963e-02, 2.07063973e-01, ...,\n 3.33773077e-01, 9.90424585e-03, 4.98638898e-01],\n [1.07998000e+06, 1.04961451e-02, 2.07063571e-01, ...,\n 3.33772480e-01, 9.90422815e-03, 4.98638898e-01],\n [1.07999000e+06, 1.04960939e-02, 2.07063198e-01, ...,\n 3.33771884e-01, 9.90421046e-03, 4.98638898e-01]]), 8776827: array([[0.00000000e+00, 1.61652721e-03, 1.69318557e-01, ...,\n 2.77491540e-01, 3.90833169e-02, 4.99280661e-01],\n [1.00000000e+01, 1.61654118e-03, 1.69320881e-01, ...,\n 2.77495235e-01, 3.90838385e-02, 4.99280721e-01],\n [2.00000000e+01, 1.61655445e-03, 1.69321463e-01, ...,\n 2.77496189e-01, 3.90839726e-02, 4.99280721e-01],\n ...,\n [1.07997000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07998000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01],\n [1.07999000e+06, 5.84714953e-03, 2.80077428e-01, ...,\n 4.50798035e-01, 6.34926856e-02, 4.98472840e-01]]), 8776829: array([[0.00000000e+00, 1.00865173e+00, 4.61143196e-01, ...,\n 6.99438930e-01, 2.96749664e-03, 4.92498785e-01],\n [1.00000000e+01, 1.00865388e+00, 4.61143345e-01, ...,\n 6.99439228e-01, 2.96749780e-03, 4.92498904e-01],\n [2.00000000e+01, 1.00865591e+00, 4.61143643e-01, ...,\n 6.99439704e-01, 2.96749990e-03, 4.92498875e-01],\n ...,\n [1.07997000e+06, 1.58105671e+00, 5.36107183e-01, ...,\n 7.99407780e-01, 3.39163258e-03, 4.90386337e-01],\n [1.07998000e+06, 1.58104420e+00, 5.36105812e-01, ...,\n 7.99405932e-01, 3.39162466e-03, 4.90386367e-01],\n [1.07999000e+06, 1.58103180e+00, 5.36104500e-01, ...,\n 7.99404263e-01, 3.39161768e-03, 4.90386426e-01]]), 8776831: array([[0.00000000e+00, 3.40047963e-02, 3.14527303e-01, ...,\n 4.95125115e-01, 6.36407593e-03, 4.98861700e-01],\n [1.00000000e+01, 3.40048075e-02, 3.14528078e-01, ...,\n 4.95126247e-01, 6.36409083e-03, 4.98861700e-01],\n [2.00000000e+01, 3.40048186e-02, 3.14528137e-01, ...,\n 4.95126367e-01, 6.36409223e-03, 4.98861700e-01],\n ...,\n [1.07997000e+06, 4.22432534e-02, 3.40341896e-01, ...,\n 5.32380283e-01, 6.84293453e-03, 4.98706669e-01],\n [1.07998000e+06, 4.22432311e-02, 3.40341836e-01, ...,\n 5.32380223e-01, 6.84293360e-03, 4.98706669e-01],\n [1.07999000e+06, 4.22432087e-02, 3.40341747e-01, ...,\n 5.32380164e-01, 6.84293266e-03, 4.98706669e-01]]), 8776833: array([[0.00000000e+00, 1.07164681e+00, 6.60823807e-02, ...,\n 5.35310470e-02, 6.48075656e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07164907e+00, 6.60824105e-02, ...,\n 5.35310917e-02, 6.48076180e-04, 2.50000000e-01],\n [2.00000000e+01, 1.07165134e+00, 6.60824478e-02, ...,\n 5.35311438e-02, 6.48076821e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.40116870e+00, 7.03724027e-02, ...,\n 5.96151687e-02, 7.21733319e-04, 2.50000000e-01],\n [1.07998000e+06, 1.40115476e+00, 7.03722388e-02, ...,\n 5.96149303e-02, 7.21730408e-04, 2.50000000e-01],\n [1.07999000e+06, 1.40114069e+00, 7.03720599e-02, ...,\n 5.96146807e-02, 7.21727381e-04, 2.50000000e-01]]), 8776835: array([[0.00000000e+00, 1.63375400e-02, 2.50480324e-01, ...,\n 4.05254751e-01, 5.98603766e-03, 4.99495268e-01],\n [1.00000000e+01, 1.63375512e-02, 2.50482529e-01, ...,\n 4.05258238e-01, 5.98608935e-03, 4.99495238e-01],\n [2.00000000e+01, 1.63375624e-02, 2.50482559e-01, ...,\n 4.05258268e-01, 5.98608982e-03, 4.99495238e-01],\n ...,\n [1.07997000e+06, 3.24711204e-02, 3.25161517e-01, ...,\n 5.19197404e-01, 7.66909029e-03, 4.99243081e-01],\n [1.07998000e+06, 3.24711129e-02, 3.25161487e-01, ...,\n 5.19197345e-01, 7.66908936e-03, 4.99243081e-01],\n [1.07999000e+06, 3.24711055e-02, 3.25161457e-01, ...,\n 5.19197226e-01, 7.66908750e-03, 4.99243081e-01]]), 8776837: array([[0.00000000e+00, 2.80007673e-03, 1.50089428e-01, ...,\n 2.44561136e-01, 8.64173658e-03, 4.99330640e-01],\n [1.00000000e+01, 2.80007999e-03, 1.50090411e-01, ...,\n 2.44562700e-01, 8.64179153e-03, 4.99330312e-01],\n [2.00000000e+01, 2.80008349e-03, 1.50090471e-01, ...,\n 2.44562775e-01, 8.64179432e-03, 4.99330312e-01],\n ...,\n [1.07997000e+06, 9.54046627e-05, 3.16896476e-02, ...,\n 5.26971221e-02, 1.86208915e-03, 4.99970675e-01],\n [1.07998000e+06, 9.54044444e-05, 3.16896178e-02, ...,\n 5.26970662e-02, 1.86208717e-03, 4.99970675e-01],\n [1.07999000e+06, 9.54042334e-05, 3.16895768e-02, ...,\n 5.26969992e-02, 1.86208484e-03, 4.99970675e-01]]), 8776839: array([[0.00000000e+00, 9.46592167e-03, 2.31569663e-01, ...,\n 3.78541857e-01, 6.17523445e-03, 4.99769866e-01],\n [1.00000000e+01, 9.46592633e-03, 2.31568903e-01, ...,\n 3.78540576e-01, 6.17521349e-03, 4.99769896e-01],\n [2.00000000e+01, 9.46593098e-03, 2.31568947e-01, ...,\n 3.78540635e-01, 6.17521442e-03, 4.99769896e-01],\n ...,\n [1.07997000e+06, 2.70267371e-02, 3.47516805e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07998000e+06, 2.70267352e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01],\n [1.07999000e+06, 2.70267334e-02, 3.47516745e-01, ...,\n 5.59445441e-01, 9.12635308e-03, 4.99573290e-01]]), 8776841: array([[0.00000000e+00, 1.08944452e+00, 6.79706812e-01, ...,\n 1.05521011e+00, 2.96407342e-02, 4.88767713e-01],\n [1.00000000e+01, 1.08944917e+00, 6.79664195e-01, ...,\n 1.05514991e+00, 2.96390429e-02, 4.88766015e-01],\n [2.00000000e+01, 1.08945370e+00, 6.79666102e-01, ...,\n 1.05515254e+00, 2.96391174e-02, 4.88766044e-01],\n ...,\n [1.07997000e+06, 1.43569958e+00, 7.51511633e-01, ...,\n 1.15579987e+00, 3.24662887e-02, 4.87220436e-01],\n [1.07998000e+06, 1.43568552e+00, 7.51509130e-01, ...,\n 1.15579641e+00, 3.24661918e-02, 4.87220496e-01],\n [1.07999000e+06, 1.43567157e+00, 7.51506567e-01, ...,\n 1.15579295e+00, 3.24660949e-02, 4.87220556e-01]]), 8776843: array([[0.00000000e+00, 7.18424261e-01, 4.57934916e-01, ...,\n 6.88651562e-01, 2.02128431e-03, 4.95526582e-01],\n [1.00000000e+01, 7.18413115e-01, 4.57929224e-01, ...,\n 6.88643992e-01, 2.02126219e-03, 4.95528638e-01],\n [2.00000000e+01, 7.18402028e-01, 4.57926899e-01, ...,\n 6.88640833e-01, 2.02125288e-03, 4.95528698e-01],\n ...,\n [1.07997000e+06, 6.36171937e-01, 4.39569056e-01, ...,\n 6.64093256e-01, 1.94920250e-03, 4.95821267e-01],\n [1.07998000e+06, 6.36167049e-01, 4.39567834e-01, ...,\n 6.64091706e-01, 1.94919796e-03, 4.95821297e-01],\n [1.07999000e+06, 6.36162102e-01, 4.39566731e-01, ...,\n 6.64090216e-01, 1.94919354e-03, 4.95821297e-01]]), 8776845: array([[0.00000000e+00, 1.04748368e+00, 3.97355348e-01, ...,\n 5.97938597e-01, 7.95131084e-03, 4.57139164e-01],\n [1.00000000e+01, 1.04748654e+00, 3.97357672e-01, ...,\n 5.97941637e-01, 7.95135181e-03, 4.57126141e-01],\n [2.00000000e+01, 1.04748940e+00, 3.97358030e-01, ...,\n 5.97942173e-01, 7.95135926e-03, 4.57126081e-01],\n ...,\n [1.07997000e+06, 1.65715694e+00, 4.62212771e-01, ...,\n 6.83341742e-01, 9.08699166e-03, 4.44951206e-01],\n [1.07998000e+06, 1.65714371e+00, 4.62211609e-01, ...,\n 6.83340192e-01, 9.08697117e-03, 4.44951445e-01],\n [1.07999000e+06, 1.65713060e+00, 4.62210357e-01, ...,\n 6.83338583e-01, 9.08694975e-03, 4.44951683e-01]]), 8776847: array([[0.00000000e+00, 5.01268916e-02, 3.24237272e-02, ...,\n 2.32833903e-02, 2.56142899e-04, 2.50000000e-01],\n [1.00000000e+01, 5.01268767e-02, 3.24348770e-02, ...,\n 2.32993532e-02, 2.56318512e-04, 2.50000000e-01],\n [2.00000000e+01, 5.01268618e-02, 3.24348882e-02, ...,\n 2.32993700e-02, 2.56318686e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.07583337e-02, 3.36041190e-02, ...,\n 2.49921214e-02, 2.74940830e-04, 2.50000000e-01],\n [1.07998000e+06, 6.07577525e-02, 3.36040594e-02, ...,\n 2.49920301e-02, 2.74939812e-04, 2.50000000e-01],\n [1.07999000e+06, 6.07571714e-02, 3.36039998e-02, ...,\n 2.49919407e-02, 2.74938822e-04, 2.50000000e-01]]), 8776849: array([[0.00000000e+00, 2.39801779e-01, 3.25266093e-01, ...,\n 5.04987895e-01, 2.08414323e-03, 4.96467769e-01],\n [1.00000000e+01, 2.39805117e-01, 3.25406939e-01, ...,\n 5.05186856e-01, 2.08496419e-03, 4.96469676e-01],\n [2.00000000e+01, 2.39808485e-01, 3.25405806e-01, ...,\n 5.05185246e-01, 2.08495767e-03, 4.96469587e-01],\n ...,\n [1.07997000e+06, 3.41142535e-01, 3.68397534e-01, ...,\n 5.65217137e-01, 2.33271602e-03, 4.95676517e-01],\n [1.07998000e+06, 3.41140300e-01, 3.68396670e-01, ...,\n 5.65216064e-01, 2.33271159e-03, 4.95676517e-01],\n [1.07999000e+06, 3.41138095e-01, 3.68395865e-01, ...,\n 5.65214932e-01, 2.33270694e-03, 4.95676547e-01]]), 8776851: array([[0.00000000e+00, 3.88052538e-02, 2.42198452e-01, ...,\n 3.85037243e-01, 2.42009573e-03, 4.98945713e-01],\n [1.00000000e+01, 3.88053246e-02, 2.42212772e-01, ...,\n 3.85058582e-01, 2.42022984e-03, 4.98945713e-01],\n [2.00000000e+01, 3.88053954e-02, 2.42212683e-01, ...,\n 3.85058433e-01, 2.42022891e-03, 4.98945713e-01],\n ...,\n [1.07997000e+06, 6.32744879e-02, 2.89921254e-01, ...,\n 4.54977781e-01, 2.85969675e-03, 4.98594999e-01],\n [1.07998000e+06, 6.32743090e-02, 2.89920986e-01, ...,\n 4.54977363e-01, 2.85969418e-03, 4.98594999e-01],\n [1.07999000e+06, 6.32741302e-02, 2.89920658e-01, ...,\n 4.54976916e-01, 2.85969139e-03, 4.98594999e-01]]), 8776853: array([[0.00000000e+00, 4.07063849e-02, 1.28733113e-01, ...,\n 1.98771894e-01, 5.74485213e-03, 4.33458865e-01],\n [1.00000000e+01, 4.07065116e-02, 1.28709644e-01, ...,\n 1.98739111e-01, 5.74390497e-03, 4.33435708e-01],\n [2.00000000e+01, 4.07066420e-02, 1.28710255e-01, ...,\n 1.98739976e-01, 5.74392965e-03, 4.33435977e-01],\n ...,\n [1.07997000e+06, 8.85029510e-02, 1.68021306e-01, ...,\n 2.52098501e-01, 7.28608388e-03, 3.96084696e-01],\n [1.07998000e+06, 8.85026380e-02, 1.68021113e-01, ...,\n 2.52098203e-01, 7.28607504e-03, 3.96084905e-01],\n [1.07999000e+06, 8.85023251e-02, 1.68020919e-01, ...,\n 2.52097964e-01, 7.28606805e-03, 3.96085083e-01]]), 8776855: array([[0.00000000e+00, 3.58673781e-02, 2.17172310e-01, ...,\n 3.47400188e-01, 1.66698743e-03, 4.99157250e-01],\n [1.00000000e+01, 3.58676426e-02, 2.17204452e-01, ...,\n 3.47448677e-01, 1.66722015e-03, 4.99157250e-01],\n [2.00000000e+01, 3.58679108e-02, 2.17204571e-01, ...,\n 3.47448826e-01, 1.66722084e-03, 4.99157250e-01],\n ...,\n [1.07997000e+06, 7.43351728e-02, 2.84464598e-01, ...,\n 4.46859419e-01, 2.14423914e-03, 4.98706907e-01],\n [1.07998000e+06, 7.43348524e-02, 2.84464180e-01, ...,\n 4.46858764e-01, 2.14423588e-03, 4.98706907e-01],\n [1.07999000e+06, 7.43345320e-02, 2.84463674e-01, ...,\n 4.46858078e-01, 2.14423263e-03, 4.98706907e-01]]), 8776857: array([[0.00000000e+00, 3.23712756e-03, 1.19256824e-01, ...,\n 1.95752487e-01, 3.65209859e-03, 4.99519765e-01],\n [1.00000000e+01, 3.23716225e-03, 1.19256943e-01, ...,\n 1.95752665e-01, 3.65210185e-03, 4.99519527e-01],\n [2.00000000e+01, 3.23719694e-03, 1.19257450e-01, ...,\n 1.95753470e-01, 3.65211675e-03, 4.99519527e-01],\n ...,\n [1.07997000e+06, 2.53423676e-02, 2.63758034e-01, ...,\n 4.19236004e-01, 7.82156736e-03, 4.98388141e-01],\n [1.07998000e+06, 2.53423490e-02, 2.63757914e-01, ...,\n 4.19235885e-01, 7.82156456e-03, 4.98388141e-01],\n [1.07999000e+06, 2.53423285e-02, 2.63757825e-01, ...,\n 4.19235796e-01, 7.82156270e-03, 4.98388141e-01]]), 8776859: array([[0.00000000e+00, 1.01857621e-03, 1.19229972e-01, ...,\n 1.95546359e-01, 7.29650585e-03, 4.99676645e-01],\n [1.00000000e+01, 1.01857702e-03, 1.19223177e-01, ...,\n 1.95535466e-01, 7.29609933e-03, 4.99676496e-01],\n [2.00000000e+01, 1.01857784e-03, 1.19223073e-01, ...,\n 1.95535317e-01, 7.29609374e-03, 4.99676466e-01],\n ...,\n [1.07997000e+06, 3.75449250e-04, 7.27587268e-02, ...,\n 1.20328456e-01, 4.48986748e-03, 4.99914289e-01],\n [1.07998000e+06, 3.75447795e-04, 7.27586001e-02, ...,\n 1.20328240e-01, 4.48985957e-03, 4.99914289e-01],\n [1.07999000e+06, 3.75446340e-04, 7.27584809e-02, ...,\n 1.20328054e-01, 4.48985258e-03, 4.99914289e-01]]), 8776861: array([[0.00000000e+00, 1.84400606e+00, 3.33319783e-01, ...,\n 2.11548790e-01, 1.39360200e-03, 3.86260033e-01],\n [1.00000000e+01, 1.84373415e+00, 2.78316289e-01, ...,\n 4.01891410e-01, 2.64750607e-03, 3.19054246e-01],\n [2.00000000e+01, 1.84357679e+00, 3.33250135e-01, ...,\n 2.11466819e-01, 1.39306206e-03, 3.85511518e-01],\n ...,\n [1.07997000e+06, 2.32217669e+00, 3.45709831e-01, ...,\n 2.26630762e-01, 1.49295630e-03, 3.67107213e-01],\n [1.07998000e+06, 2.32215643e+00, 3.45709354e-01, ...,\n 2.26630121e-01, 1.49295200e-03, 3.67108047e-01],\n [1.07999000e+06, 2.32213616e+00, 3.45708847e-01, ...,\n 2.26629511e-01, 1.49294804e-03, 3.67108881e-01]]), 8776863: array([[0.00000000e+00, 7.22714141e-03, 1.45472541e-01, ...,\n 2.37718105e-01, 4.47680056e-03, 4.99166399e-01],\n [1.00000000e+01, 7.22715119e-03, 1.45465657e-01, ...,\n 2.37707213e-01, 4.47659520e-03, 4.99166638e-01],\n [2.00000000e+01, 7.22716050e-03, 1.45465791e-01, ...,\n 2.37707421e-01, 4.47659893e-03, 4.99166638e-01],\n ...,\n [1.07997000e+06, 1.77122913e-02, 2.05828324e-01, ...,\n 3.32089454e-01, 6.25403831e-03, 4.98587430e-01],\n [1.07998000e+06, 1.77122839e-02, 2.05828309e-01, ...,\n 3.32089424e-01, 6.25403784e-03, 4.98587430e-01],\n [1.07999000e+06, 1.77122764e-02, 2.05828249e-01, ...,\n 3.32089365e-01, 6.25403691e-03, 4.98587430e-01]]), 8776865: array([[0.00000000e+00, 1.97624052e+00, 7.59820193e-02, ...,\n 6.57948032e-02, 4.49111278e-04, 2.50000000e-01],\n [1.00000000e+01, 1.97619784e+00, 7.59816170e-02, ...,\n 6.57942295e-02, 4.49107349e-04, 2.50000000e-01],\n [2.00000000e+01, 1.97615492e+00, 7.59811997e-02, ...,\n 6.57936409e-02, 4.49103332e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.46944594e+00, 8.04182664e-02, ...,\n 7.21201450e-02, 4.92287683e-04, 2.50000000e-01],\n [1.07998000e+06, 2.46942425e+00, 8.04180801e-02, ...,\n 7.21198916e-02, 4.92285937e-04, 2.50000000e-01],\n [1.07999000e+06, 2.46940255e+00, 8.04178938e-02, ...,\n 7.21196160e-02, 4.92284074e-04, 2.50000000e-01]]), 8776867: array([[0.00000000e+00, 7.60204196e-02, 2.82245576e-01, ...,\n 4.50873613e-01, 1.30991754e-03, 4.99496520e-01],\n [1.00000000e+01, 7.60209635e-02, 2.82236874e-01, ...,\n 4.50860530e-01, 1.30987947e-03, 4.99496520e-01],\n [2.00000000e+01, 7.60215074e-02, 2.82237828e-01, ...,\n 4.50861961e-01, 1.30988366e-03, 4.99496520e-01],\n ...,\n [1.07997000e+06, 1.99340254e-01, 4.01981890e-01, ...,\n 6.25935197e-01, 1.81852176e-03, 4.99115199e-01],\n [1.07998000e+06, 1.99339390e-01, 4.01981235e-01, ...,\n 6.25934303e-01, 1.81851909e-03, 4.99115199e-01],\n [1.07999000e+06, 1.99338526e-01, 4.01980639e-01, ...,\n 6.25933468e-01, 1.81851676e-03, 4.99115199e-01]]), 8776869: array([[0.00000000e+00, 3.03205431e-01, 3.81962657e-01, ...,\n 5.94439030e-01, 3.73156951e-03, 4.96044546e-01],\n [1.00000000e+01, 3.03206712e-01, 3.81853908e-01, ...,\n 5.94284475e-01, 3.73059930e-03, 4.96041924e-01],\n [2.00000000e+01, 3.03207964e-01, 3.81856710e-01, ...,\n 5.94288409e-01, 3.73062398e-03, 4.96041954e-01],\n ...,\n [1.07997000e+06, 4.21011299e-01, 4.28912103e-01, ...,\n 6.60403430e-01, 4.14565857e-03, 4.95218366e-01],\n [1.07998000e+06, 4.21008140e-01, 4.28911000e-01, ...,\n 6.60401881e-01, 4.14564880e-03, 4.95218396e-01],\n [1.07999000e+06, 4.21005011e-01, 4.28909868e-01, ...,\n 6.60400331e-01, 4.14563902e-03, 4.95218426e-01]]), 8776871: array([[0.00000000e+00, 1.48736173e-03, 1.69738054e-01, ...,\n 2.80338258e-01, 7.45580485e-03, 4.99972969e-01],\n [1.00000000e+01, 1.48737023e-03, 1.69746310e-01, ...,\n 2.80351669e-01, 7.45616155e-03, 4.99972969e-01],\n [2.00000000e+01, 1.48737885e-03, 1.69748023e-01, ...,\n 2.80354470e-01, 7.45623605e-03, 4.99972969e-01],\n ...,\n [1.07997000e+06, 1.45795979e-02, 4.49011117e-01, ...,\n 7.20827639e-01, 1.91709474e-02, 4.99806046e-01],\n [1.07998000e+06, 1.45795709e-02, 4.49010819e-01, ...,\n 7.20827222e-01, 1.91709381e-02, 4.99806046e-01],\n [1.07999000e+06, 1.45795429e-02, 4.49010521e-01, ...,\n 7.20826685e-01, 1.91709232e-02, 4.99806046e-01]]), 8776873: array([[0.00000000e+00, 2.01433444e+00, 7.60610521e-01, ...,\n 1.15968192e+00, 1.29428785e-02, 4.92142171e-01],\n [1.00000000e+01, 2.01427794e+00, 7.60604978e-01, ...,\n 1.15967453e+00, 1.29427966e-02, 4.92141217e-01],\n [2.00000000e+01, 2.01422191e+00, 7.60597706e-01, ...,\n 1.15966451e+00, 1.29426848e-02, 4.92141336e-01],\n ...,\n [1.07997000e+06, 2.54610682e+00, 8.23934615e-01, ...,\n 1.24551845e+00, 1.39008760e-02, 4.91043657e-01],\n [1.07998000e+06, 2.54608488e+00, 8.23932052e-01, ...,\n 1.24551523e+00, 1.39008397e-02, 4.91043717e-01],\n [1.07999000e+06, 2.54606295e+00, 8.23929727e-01, ...,\n 1.24551189e+00, 1.39008025e-02, 4.91043746e-01]]), 8776877: array([[0.00000000e+00, 4.15589437e-02, 2.82080799e-01, ...,\n 4.50686067e-01, 2.25907797e-03, 4.99512434e-01],\n [1.00000000e+01, 4.15593833e-02, 2.82085985e-01, ...,\n 4.50693816e-01, 2.25911685e-03, 4.99512434e-01],\n [2.00000000e+01, 4.15598191e-02, 2.82087028e-01, ...,\n 4.50695366e-01, 2.25912454e-03, 4.99512434e-01],\n ...,\n [1.07997000e+06, 8.29131529e-02, 3.64133388e-01, ...,\n 5.71705699e-01, 2.86569260e-03, 4.99268323e-01],\n [1.07998000e+06, 8.29129145e-02, 3.64133000e-01, ...,\n 5.71705103e-01, 2.86568981e-03, 4.99268323e-01],\n [1.07999000e+06, 8.29126760e-02, 3.64132643e-01, ...,\n 5.71704566e-01, 2.86568701e-03, 4.99268323e-01]]), 8776879: array([[0.00000000e+00, 2.66864821e-02, 2.58249164e-01, ...,\n 4.13166881e-01, 2.59526935e-03, 4.99505937e-01],\n [1.00000000e+01, 2.66866740e-02, 2.58221418e-01, ...,\n 4.13125008e-01, 2.59500626e-03, 4.99505937e-01],\n [2.00000000e+01, 2.66868658e-02, 2.58222580e-01, ...,\n 4.13126707e-01, 2.59501697e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 4.96208109e-02, 3.25125962e-01, ...,\n 5.12342155e-01, 3.21822963e-03, 4.99288023e-01],\n [1.07998000e+06, 4.96207178e-02, 3.25125724e-01, ...,\n 5.12341857e-01, 3.21822776e-03, 4.99288023e-01],\n [1.07999000e+06, 4.96206246e-02, 3.25125515e-01, ...,\n 5.12341499e-01, 3.21822544e-03, 4.99288023e-01]]), 8776881: array([[0.00000000e+00, 6.90077916e-02, 2.58342236e-01, ...,\n 4.09746647e-01, 1.69737625e-03, 4.98933107e-01],\n [1.00000000e+01, 6.90081269e-02, 2.58326530e-01, ...,\n 4.09723401e-01, 1.69727998e-03, 4.98933047e-01],\n [2.00000000e+01, 6.90084621e-02, 2.58327276e-01, ...,\n 4.09724563e-01, 1.69728475e-03, 4.98933017e-01],\n ...,\n [1.07997000e+06, 1.44835249e-01, 3.38222086e-01, ...,\n 5.25229752e-01, 2.17576511e-03, 4.98354912e-01],\n [1.07998000e+06, 1.44834578e-01, 3.38221520e-01, ...,\n 5.25228918e-01, 2.17576185e-03, 4.98354912e-01],\n [1.07999000e+06, 1.44833907e-01, 3.38220924e-01, ...,\n 5.25228143e-01, 2.17575859e-03, 4.98354912e-01]]), 8776883: array([[0.00000000e+00, 2.38602519e+00, 6.05629265e-01, ...,\n 3.63346756e-01, 1.37683493e-03, 4.87660050e-01],\n [1.00000000e+01, 2.38596129e+00, 4.55149353e-01, ...,\n 6.72798693e-01, 2.54944549e-03, 4.77317750e-01],\n [2.00000000e+01, 2.38589787e+00, 4.55187768e-01, ...,\n 6.72848582e-01, 2.54963455e-03, 4.77132112e-01],\n ...,\n [1.07997000e+06, 3.07207012e+00, 6.26126647e-01, ...,\n 3.81921232e-01, 1.44721952e-03, 4.84869242e-01],\n [1.07998000e+06, 3.07203603e+00, 4.93660986e-01, ...,\n 7.22616076e-01, 2.73821922e-03, 4.73901004e-01],\n [1.07999000e+06, 3.07201767e+00, 6.26125157e-01, ...,\n 3.81919742e-01, 1.44721381e-03, 4.84869450e-01]]), 8776887: array([[0.00000000e+00, 3.76093462e-02, 1.99404463e-01, ...,\n 3.20714593e-01, 1.27217209e-03, 4.99234945e-01],\n [1.00000000e+01, 3.76095772e-02, 1.99347988e-01, ...,\n 3.20628285e-01, 1.27182971e-03, 4.99234825e-01],\n [2.00000000e+01, 3.76098119e-02, 1.99349403e-01, ...,\n 3.20630461e-01, 1.27183832e-03, 4.99234825e-01],\n ...,\n [1.07997000e+06, 1.22330576e-01, 3.08636785e-01, ...,\n 4.82321441e-01, 1.91321468e-03, 4.98471498e-01],\n [1.07998000e+06, 1.22330107e-01, 3.08636367e-01, ...,\n 4.82320815e-01, 1.91321224e-03, 4.98471498e-01],\n [1.07999000e+06, 1.22329645e-01, 3.08635920e-01, ...,\n 4.82320160e-01, 1.91320968e-03, 4.98471498e-01]]), 8776889: array([[0.00000000e+00, 2.48258853e+00, 4.36665297e-01, ...,\n 6.43953383e-01, 4.15990548e-03, 4.53049183e-01],\n [1.00000000e+01, 2.48252368e+00, 4.36690778e-01, ...,\n 6.43986583e-01, 4.16012015e-03, 4.52822387e-01],\n [2.00000000e+01, 2.48245907e+00, 4.36687082e-01, ...,\n 6.43981814e-01, 4.16008895e-03, 4.52822924e-01],\n ...,\n [1.07997000e+06, 3.27188587e+00, 4.76775289e-01, ...,\n 6.95676684e-01, 4.49403515e-03, 4.45717901e-01],\n [1.07998000e+06, 3.27186608e+00, 5.95727503e-01, ...,\n 3.66320282e-01, 2.36641010e-03, 4.67648804e-01],\n [1.07999000e+06, 3.27183032e+00, 4.76772785e-01, ...,\n 6.95673585e-01, 4.49401513e-03, 4.45718348e-01]]), 8776891: array([[0.00000000e+00, 1.14775360e+00, 3.92651677e-01, ...,\n 5.92484474e-01, 1.57743471e-03, 4.90779787e-01],\n [1.00000000e+01, 1.14776051e+00, 3.92656356e-01, ...,\n 5.92490673e-01, 1.57745113e-03, 4.90774304e-01],\n [2.00000000e+01, 1.14776742e+00, 3.92657101e-01, ...,\n 5.92491806e-01, 1.57745415e-03, 4.90774274e-01],\n ...,\n [1.07997000e+06, 1.61412549e+00, 4.39869821e-01, ...,\n 6.55158699e-01, 1.74429896e-03, 4.88877118e-01],\n [1.07998000e+06, 1.61411059e+00, 4.39868569e-01, ...,\n 6.55156910e-01, 1.74429419e-03, 4.88877177e-01],\n [1.07999000e+06, 1.61409581e+00, 4.39867198e-01, ...,\n 6.55155241e-01, 1.74428977e-03, 4.88877237e-01]]), 8776893: array([[0.00000000e+00, 1.03032708e-01, 2.80459017e-01, ...,\n 4.48035538e-01, 1.69646170e-03, 4.99113411e-01],\n [1.00000000e+01, 1.03033602e-01, 2.80405521e-01, ...,\n 4.47955132e-01, 1.69615727e-03, 4.99113202e-01],\n [2.00000000e+01, 1.03034489e-01, 2.80407399e-01, ...,\n 4.47957903e-01, 1.69616775e-03, 4.99113202e-01],\n ...,\n [1.07997000e+06, 3.34076792e-01, 4.30694252e-01, ...,\n 6.66202843e-01, 2.52254005e-03, 4.98239696e-01],\n [1.07998000e+06, 3.34075183e-01, 4.30693477e-01, ...,\n 6.66201770e-01, 2.52253609e-03, 4.98239696e-01],\n [1.07999000e+06, 3.34073544e-01, 4.30692732e-01, ...,\n 6.66200757e-01, 2.52253213e-03, 4.98239696e-01]]), 8776895: array([[0.00000000e+00, 2.35681254e-02, 2.31752649e-01, ...,\n 3.73158455e-01, 4.38494096e-03, 4.99110401e-01],\n [1.00000000e+01, 2.35682279e-02, 2.31735840e-01, ...,\n 3.73132676e-01, 4.38463781e-03, 4.99110430e-01],\n [2.00000000e+01, 2.35683285e-02, 2.31736481e-01, ...,\n 3.73133659e-01, 4.38464945e-03, 4.99110430e-01],\n ...,\n [1.07997000e+06, 7.13107586e-02, 3.49990904e-01, ...,\n 5.48970699e-01, 6.45088963e-03, 4.98293132e-01],\n [1.07998000e+06, 7.13107213e-02, 3.49990875e-01, ...,\n 5.48970640e-01, 6.45088917e-03, 4.98293132e-01],\n [1.07999000e+06, 7.13106841e-02, 3.49990785e-01, ...,\n 5.48970461e-01, 6.45088684e-03, 4.98293132e-01]]), 8776897: array([[0.00000000e+00, 8.44998565e-03, 2.92106688e-01, ...,\n 4.71926093e-01, 1.47939222e-02, 4.99625385e-01],\n [1.00000000e+01, 8.44995771e-03, 2.92104512e-01, ...,\n 4.71922785e-01, 1.47938188e-02, 4.99625415e-01],\n [2.00000000e+01, 8.44992977e-03, 2.92104155e-01, ...,\n 4.71922129e-01, 1.47937983e-02, 4.99625415e-01],\n ...,\n [1.07997000e+06, 9.91392415e-03, 3.10562670e-01, ...,\n 5.00319779e-01, 1.56840067e-02, 4.99588370e-01],\n [1.07998000e+06, 9.91391111e-03, 3.10562551e-01, ...,\n 5.00319541e-01, 1.56839993e-02, 4.99588370e-01],\n [1.07999000e+06, 9.91389714e-03, 3.10562372e-01, ...,\n 5.00319302e-01, 1.56839918e-02, 4.99588370e-01]]), 8776905: array([[0.00000000e+00, 3.22255306e-02, 1.82315052e-01, ...,\n 2.88892597e-01, 1.06997257e-02, 4.86737043e-01],\n [1.00000000e+01, 3.22257169e-02, 1.82254627e-01, ...,\n 2.88803399e-01, 1.06964223e-02, 4.86732066e-01],\n [2.00000000e+01, 3.22259068e-02, 1.82256073e-01, ...,\n 2.88805574e-01, 1.06965024e-02, 4.86732066e-01],\n ...,\n [1.07997000e+06, 8.36676955e-02, 2.57127494e-01, ...,\n 3.95925611e-01, 1.46639114e-02, 4.76829827e-01],\n [1.07998000e+06, 8.36676136e-02, 2.57127345e-01, ...,\n 3.95925462e-01, 1.46639058e-02, 4.76829827e-01],\n [1.07999000e+06, 8.36675391e-02, 2.57127255e-01, ...,\n 3.95925343e-01, 1.46639021e-02, 4.76829827e-01]]), 8776909: array([[0.00000000e+00, 1.98665634e-02, 2.40566015e-01, ...,\n 3.86831343e-01, 3.24522937e-03, 4.99492049e-01],\n [1.00000000e+01, 1.98666248e-02, 2.40545467e-01, ...,\n 3.86800021e-01, 3.24496650e-03, 4.99492079e-01],\n [2.00000000e+01, 1.98666863e-02, 2.40546063e-01, ...,\n 3.86800855e-01, 3.24497349e-03, 4.99492079e-01],\n ...,\n [1.07997000e+06, 2.91172378e-02, 2.77860165e-01, ...,\n 4.43247557e-01, 3.71851958e-03, 4.99363571e-01],\n [1.07998000e+06, 2.91171689e-02, 2.77859896e-01, ...,\n 4.43247199e-01, 3.71851679e-03, 4.99363571e-01],\n [1.07999000e+06, 2.91171018e-02, 2.77859688e-01, ...,\n 4.43246812e-01, 3.71851353e-03, 4.99363571e-01]]), 8776911: array([[0.00000000e+00, 3.18588153e-03, 2.11486280e-01, ...,\n 3.44241828e-01, 8.33515357e-03, 4.99802560e-01],\n [1.00000000e+01, 3.18588270e-03, 2.11486325e-01, ...,\n 3.44241917e-01, 8.33515543e-03, 4.99802589e-01],\n [2.00000000e+01, 3.18588363e-03, 2.11486325e-01, ...,\n 3.44241947e-01, 8.33515637e-03, 4.99802589e-01],\n ...,\n [1.07997000e+06, 6.42380491e-03, 2.77464271e-01, ...,\n 4.46561903e-01, 1.08126374e-02, 4.99701738e-01],\n [1.07998000e+06, 6.42379979e-03, 2.77464211e-01, ...,\n 4.46561813e-01, 1.08126346e-02, 4.99701738e-01],\n [1.07999000e+06, 6.42379420e-03, 2.77464092e-01, ...,\n 4.46561664e-01, 1.08126318e-02, 4.99701738e-01]]), 8776917: array([[0.00000000e+00, 2.15683766e-02, 2.44454667e-01, ...,\n 3.97672713e-01, 2.05728249e-03, 4.99812871e-01],\n [1.00000000e+01, 2.15684790e-02, 2.44455889e-01, ...,\n 3.97674680e-01, 2.05729250e-03, 4.99812871e-01],\n [2.00000000e+01, 2.15685815e-02, 2.44456351e-01, ...,\n 3.97675425e-01, 2.05729646e-03, 4.99812871e-01],\n ...,\n [1.07997000e+06, 6.80820793e-02, 3.78809094e-01, ...,\n 6.03624523e-01, 3.12273414e-03, 4.99631613e-01],\n [1.07998000e+06, 6.80819601e-02, 3.78808826e-01, ...,\n 6.03624165e-01, 3.12273228e-03, 4.99631613e-01],\n [1.07999000e+06, 6.80818483e-02, 3.78808618e-01, ...,\n 6.03623748e-01, 3.12272995e-03, 4.99631613e-01]]), 8776919: array([[0.00000000e+00, 4.52727899e-02, 2.79419720e-01, ...,\n 4.46133763e-01, 6.33712765e-03, 4.98422235e-01],\n [1.00000000e+01, 4.52732667e-02, 2.79434860e-01, ...,\n 4.46156561e-01, 6.33745128e-03, 4.98422235e-01],\n [2.00000000e+01, 4.52737361e-02, 2.79435664e-01, ...,\n 4.46157694e-01, 6.33746758e-03, 4.98422235e-01],\n ...,\n [1.07997000e+06, 1.08170845e-01, 3.84843677e-01, ...,\n 6.00450933e-01, 8.52913316e-03, 4.97369826e-01],\n [1.07998000e+06, 1.08170636e-01, 3.84843439e-01, ...,\n 6.00450635e-01, 8.52912851e-03, 4.97369826e-01],\n [1.07999000e+06, 1.08170435e-01, 3.84843141e-01, ...,\n 6.00450218e-01, 8.52912292e-03, 4.97369826e-01]]), 8776921: array([[0.00000000e+00, 1.25315702e+00, 4.39646482e-01, ...,\n 6.68567836e-01, 4.00100462e-03, 4.85855639e-01],\n [1.00000000e+01, 1.25316870e+00, 4.39641893e-01, ...,\n 6.68561578e-01, 4.00096690e-03, 4.85868216e-01],\n [2.00000000e+01, 1.25318038e+00, 4.39643264e-01, ...,\n 6.68563485e-01, 4.00097854e-03, 4.85868156e-01],\n ...,\n [1.07997000e+06, 1.97538328e+00, 5.12475371e-01, ...,\n 7.66152978e-01, 4.58499696e-03, 4.81827974e-01],\n [1.07998000e+06, 1.97536600e+00, 5.12473881e-01, ...,\n 7.66150951e-01, 4.58498485e-03, 4.81828034e-01],\n [1.07999000e+06, 1.97534895e+00, 5.12472510e-01, ...,\n 7.66149163e-01, 4.58497414e-03, 4.81828123e-01]]), 8776923: array([[0.00000000e+00, 1.16691319e-02, 2.71522999e-01, ...,\n 4.38464314e-01, 4.55310801e-03, 4.99781966e-01],\n [1.00000000e+01, 1.16691571e-02, 2.71515727e-01, ...,\n 4.38453019e-01, 4.55299066e-03, 4.99781996e-01],\n [2.00000000e+01, 1.16691813e-02, 2.71516025e-01, ...,\n 4.38453615e-01, 4.55299718e-03, 4.99781996e-01],\n ...,\n [1.07997000e+06, 1.08021954e-02, 2.63583541e-01, ...,\n 4.26201105e-01, 4.42576455e-03, 4.99791682e-01],\n [1.07998000e+06, 1.08021749e-02, 2.63583302e-01, ...,\n 4.26200777e-01, 4.42576082e-03, 4.99791682e-01],\n [1.07999000e+06, 1.08021544e-02, 2.63583153e-01, ...,\n 4.26200390e-01, 4.42575710e-03, 4.99791682e-01]]), 8776927: array([[0.00000000e+00, 1.56092691e+00, 7.11612701e-02, ...,\n 5.59119992e-02, 4.92616731e-04, 2.50000000e-01],\n [1.00000000e+01, 1.56094718e+00, 7.11614788e-02, ...,\n 5.59122786e-02, 4.92619176e-04, 2.50000000e-01],\n [2.00000000e+01, 1.56096745e+00, 7.11616725e-02, ...,\n 5.59125580e-02, 4.92621621e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.79151607e+00, 8.82809311e-02, ...,\n 8.00038874e-02, 7.04880047e-04, 2.50000000e-01],\n [1.07998000e+06, 3.79149604e+00, 8.82808119e-02, ...,\n 8.00037161e-02, 7.04878534e-04, 2.50000000e-01],\n [1.07999000e+06, 3.79147601e+00, 8.82806852e-02, ...,\n 8.00035372e-02, 7.04876962e-04, 2.50000000e-01]]), 8776929: array([[0.00000000e+00, 8.70187860e-03, 2.33998820e-01, ...,\n 3.77831310e-01, 3.90725257e-03, 4.99745876e-01],\n [1.00000000e+01, 8.70185345e-03, 2.33991250e-01, ...,\n 3.77819628e-01, 3.90713150e-03, 4.99745905e-01],\n [2.00000000e+01, 8.70182831e-03, 2.33991101e-01, ...,\n 3.77819389e-01, 3.90712917e-03, 4.99745905e-01],\n ...,\n [1.07997000e+06, 1.78184435e-02, 3.06944251e-01, ...,\n 4.88367140e-01, 5.05033229e-03, 4.99611944e-01],\n [1.07998000e+06, 1.78184062e-02, 3.06944042e-01, ...,\n 4.88366783e-01, 5.05032856e-03, 4.99611944e-01],\n [1.07999000e+06, 1.78183690e-02, 3.06943804e-01, ...,\n 4.88366425e-01, 5.05032483e-03, 4.99611944e-01]]), 8776931: array([[0.00000000e+00, 1.26483274e+00, 6.82208836e-02, ...,\n 5.40866256e-02, 1.23204163e-03, 2.50000000e-01],\n [1.00000000e+01, 1.26485109e+00, 6.82210997e-02, ...,\n 5.40869348e-02, 1.23204861e-03, 2.50000000e-01],\n [2.00000000e+01, 1.26486957e+00, 6.82213306e-02, ...,\n 5.40872365e-02, 1.23205548e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.05939221e+00, 7.64928162e-02, ...,\n 6.57399148e-02, 1.49749243e-03, 2.50000000e-01],\n [1.07998000e+06, 2.05937409e+00, 7.64926299e-02, ...,\n 6.57396764e-02, 1.49748696e-03, 2.50000000e-01],\n [1.07999000e+06, 2.05935574e+00, 7.64924735e-02, ...,\n 6.57394379e-02, 1.49748148e-03, 2.50000000e-01]]), 8776933: array([[0.00000000e+00, 1.59762871e+00, 7.15019628e-02, ...,\n 5.61974347e-02, 9.03495704e-04, 2.50000000e-01],\n [1.00000000e+01, 1.59765387e+00, 7.15022087e-02, ...,\n 5.61977774e-02, 9.03501234e-04, 2.50000000e-01],\n [2.00000000e+01, 1.59767902e+00, 7.15024620e-02, ...,\n 5.61981276e-02, 9.03506880e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.93217611e+00, 8.90264884e-02, ...,\n 8.08543563e-02, 1.29990920e-03, 2.50000000e-01],\n [1.07998000e+06, 3.93215466e+00, 8.90263617e-02, ...,\n 8.08541700e-02, 1.29990629e-03, 2.50000000e-01],\n [1.07999000e+06, 3.93213320e+00, 8.90262350e-02, ...,\n 8.08539987e-02, 1.29990350e-03, 2.50000000e-01]]), 8776935: array([[0.00000000e+00, 8.66654888e-03, 1.80097103e-01, ...,\n 2.94485450e-01, 2.17975909e-03, 4.99801844e-01],\n [1.00000000e+01, 8.66657868e-03, 1.80089325e-01, ...,\n 2.94473082e-01, 2.17966759e-03, 4.99801904e-01],\n [2.00000000e+01, 8.66660941e-03, 1.80089653e-01, ...,\n 2.94473618e-01, 2.17967154e-03, 4.99801904e-01],\n ...,\n [1.07997000e+06, 5.56101501e-02, 3.66212010e-01, ...,\n 5.79398334e-01, 4.28866269e-03, 4.99407917e-01],\n [1.07998000e+06, 5.56100309e-02, 3.66211683e-01, ...,\n 5.79397917e-01, 4.28865990e-03, 4.99407917e-01],\n [1.07999000e+06, 5.56099117e-02, 3.66211414e-01, ...,\n 5.79397559e-01, 4.28865710e-03, 4.99407917e-01]]), 8776937: array([[0.00000000e+00, 7.92051926e-02, 3.57967347e-01, ...,\n 5.66496551e-01, 4.13199514e-03, 4.99128252e-01],\n [1.00000000e+01, 7.92054459e-02, 3.57979506e-01, ...,\n 5.66514492e-01, 4.13212599e-03, 4.99128282e-01],\n [2.00000000e+01, 7.92056993e-02, 3.57979745e-01, ...,\n 5.66514909e-01, 4.13212925e-03, 4.99128282e-01],\n ...,\n [1.07997000e+06, 1.20115168e-01, 4.16747153e-01, ...,\n 6.51910782e-01, 4.75500198e-03, 4.98887509e-01],\n [1.07998000e+06, 1.20114744e-01, 4.16746616e-01, ...,\n 6.51910007e-01, 4.75499639e-03, 4.98887539e-01],\n [1.07999000e+06, 1.20114326e-01, 4.16746080e-01, ...,\n 6.51909232e-01, 4.75499080e-03, 4.98887539e-01]]), 8776939: array([[0.00000000e+00, 5.61440689e-03, 1.51015729e-01, ...,\n 2.47082755e-01, 1.13549060e-03, 4.99869704e-01],\n [1.00000000e+01, 5.61442645e-03, 1.51015952e-01, ...,\n 2.47083098e-01, 1.13549223e-03, 4.99869704e-01],\n [2.00000000e+01, 5.61444601e-03, 1.51016161e-01, ...,\n 2.47083411e-01, 1.13549363e-03, 4.99869704e-01],\n ...,\n [1.07997000e+06, 2.57849563e-02, 2.71600217e-01, ...,\n 4.33736742e-01, 1.99327548e-03, 4.99680281e-01],\n [1.07998000e+06, 2.57848781e-02, 2.71599889e-01, ...,\n 4.33736354e-01, 1.99327385e-03, 4.99680281e-01],\n [1.07999000e+06, 2.57847998e-02, 2.71599591e-01, ...,\n 4.33735877e-01, 1.99327152e-03, 4.99680281e-01]]), 8778989: array([[0.00000000e+00, 9.07626236e-05, 5.04485704e-03, ...,\n 7.95735884e-03, 5.98297629e-04, 2.50000000e-01],\n [1.00000000e+01, 9.07654685e-05, 5.04491571e-03, ...,\n 7.95744546e-03, 5.98304148e-04, 2.50000000e-01],\n [2.00000000e+01, 9.07683134e-05, 5.04497392e-03, ...,\n 7.95753021e-03, 5.98310493e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.18241383e-04, 1.02595100e-02, ...,\n 1.49397487e-02, 1.12328934e-03, 2.50000000e-01],\n [1.07998000e+06, 7.18237949e-04, 1.02594942e-02, ...,\n 1.49397301e-02, 1.12328795e-03, 2.50000000e-01],\n [1.07999000e+06, 7.18234514e-04, 1.02594802e-02, ...,\n 1.49397114e-02, 1.12328655e-03, 2.50000000e-01]]), 8776941: array([[0.00000000e+00, 5.42682083e-03, 1.57171771e-01, ...,\n 2.56721705e-01, 1.39750517e-03, 4.99850690e-01],\n [1.00000000e+01, 5.42683387e-03, 1.57167912e-01, ...,\n 2.56715596e-01, 1.39747199e-03, 4.99850720e-01],\n [2.00000000e+01, 5.42684691e-03, 1.57168075e-01, ...,\n 2.56715864e-01, 1.39747339e-03, 4.99850720e-01],\n ...,\n [1.07997000e+06, 2.42634714e-02, 2.79137701e-01, ...,\n 4.44466382e-01, 2.41952296e-03, 4.99639243e-01],\n [1.07998000e+06, 2.42633913e-02, 2.79137373e-01, ...,\n 4.44465905e-01, 2.41952040e-03, 4.99639243e-01],\n [1.07999000e+06, 2.42633112e-02, 2.79136986e-01, ...,\n 4.44465309e-01, 2.41951714e-03, 4.99639243e-01]]), 8778991: array([[0.00000000e+00, 3.30208597e-04, 4.82355729e-02, ...,\n 8.00094455e-02, 3.92203173e-03, 4.99832004e-01],\n [1.00000000e+01, 3.30208684e-04, 4.82925661e-02, ...,\n 8.01033303e-02, 3.92663386e-03, 4.99832302e-01],\n [2.00000000e+01, 3.30208772e-04, 4.83066626e-02, ...,\n 8.01265240e-02, 3.92777100e-03, 4.99832392e-01],\n ...,\n [1.07997000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07998000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01],\n [1.07999000e+06, 5.26683265e-03, 1.62159249e-01, ...,\n 2.62691915e-01, 1.28770545e-02, 4.98109609e-01]]), 8776943: array([[0.00000000e+00, 4.82217735e-03, 2.13600740e-01, ...,\n 3.45833778e-01, 6.07792241e-03, 4.99722272e-01],\n [1.00000000e+01, 4.82218666e-03, 2.13597506e-01, ...,\n 3.45828742e-01, 6.07783347e-03, 4.99722302e-01],\n [2.00000000e+01, 4.82219597e-03, 2.13597655e-01, ...,\n 3.45828980e-01, 6.07783766e-03, 4.99722302e-01],\n ...,\n [1.07997000e+06, 2.06143782e-02, 3.68622392e-01, ...,\n 5.77371716e-01, 1.01471301e-02, 4.99344200e-01],\n [1.07998000e+06, 2.06142738e-02, 3.68621707e-01, ...,\n 5.77370763e-01, 1.01471134e-02, 4.99344200e-01],\n [1.07999000e+06, 2.06141695e-02, 3.68621051e-01, ...,\n 5.77369809e-01, 1.01470966e-02, 4.99344200e-01]]), 8778993: array([[0.00000000e+00, 6.56875636e-05, 4.15299786e-03, ...,\n 6.68111071e-03, 5.56759245e-04, 2.50000000e-01],\n [1.00000000e+01, 6.56899210e-05, 4.15305560e-03, ...,\n 6.68119779e-03, 5.56766521e-04, 2.50000000e-01],\n [2.00000000e+01, 6.56922784e-05, 4.15311242e-03, ...,\n 6.68128580e-03, 5.56773855e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.16153716e-04, 1.06167570e-02, ...,\n 1.56659968e-02, 1.30549981e-03, 2.50000000e-01],\n [1.07998000e+06, 9.16150108e-04, 1.06167430e-02, ...,\n 1.56659801e-02, 1.30549842e-03, 2.50000000e-01],\n [1.07999000e+06, 9.16146499e-04, 1.06167290e-02, ...,\n 1.56659633e-02, 1.30549702e-03, 2.50000000e-01]]), 8778995: array([[0.00000000e+00, 6.78515498e-05, 4.34389478e-03, ...,\n 6.95196399e-03, 4.89574973e-04, 2.50000000e-01],\n [1.00000000e+01, 6.78538127e-05, 4.34395019e-03, ...,\n 6.95204688e-03, 4.89580794e-04, 2.50000000e-01],\n [2.00000000e+01, 6.78560682e-05, 4.34400421e-03, ...,\n 6.95212930e-03, 4.89586615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17108156e-03, 1.16795842e-02, ...,\n 1.68717355e-02, 1.18815037e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17107597e-03, 1.16795655e-02, ...,\n 1.68717168e-02, 1.18814909e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17107038e-03, 1.16795506e-02, ...,\n 1.68716945e-02, 1.18814758e-03, 2.50000000e-01]]), 8776947: array([[0.00000000e+00, 1.60937333e+00, 4.62388247e-01, ...,\n 7.05396473e-01, 9.12543945e-03, 4.68860626e-01],\n [1.00000000e+01, 1.60940289e+00, 4.62398052e-01, ...,\n 7.05409884e-01, 9.12561268e-03, 4.68832046e-01],\n [2.00000000e+01, 1.60943234e+00, 4.62400943e-01, ...,\n 7.05413818e-01, 9.12566390e-03, 4.68831718e-01],\n ...,\n [1.07997000e+06, 3.97744966e+00, 6.25190675e-01, ...,\n 9.21812892e-01, 1.19251348e-02, 4.48878586e-01],\n [1.07998000e+06, 3.97742772e+00, 6.25189543e-01, ...,\n 9.21811521e-01, 1.19251171e-02, 4.48878735e-01],\n [1.07999000e+06, 3.97740531e+00, 6.25188410e-01, ...,\n 9.21809971e-01, 1.19250966e-02, 4.48878884e-01]]), 8776949: array([[0.00000000e+00, 1.79640818e+00, 7.32858628e-02, ...,\n 5.79869002e-02, 9.08885617e-04, 2.50000000e-01],\n [1.00000000e+01, 1.79643798e+00, 7.32861459e-02, ...,\n 5.79872690e-02, 9.08891438e-04, 2.50000000e-01],\n [2.00000000e+01, 1.79646754e+00, 7.32863992e-02, ...,\n 5.79876304e-02, 9.08897084e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.37524271e+00, 9.11700726e-02, ...,\n 8.31350088e-02, 1.30305660e-03, 2.50000000e-01],\n [1.07998000e+06, 4.37521410e+00, 9.11699086e-02, ...,\n 8.31347853e-02, 1.30305311e-03, 2.50000000e-01],\n [1.07999000e+06, 4.37518549e+00, 9.11697522e-02, ...,\n 8.31345618e-02, 1.30304962e-03, 2.50000000e-01]]), 8776951: array([[0.00000000e+00, 1.81342113e+00, 4.69329000e-01, ...,\n 7.14462876e-01, 6.65235426e-03, 4.75117743e-01],\n [1.00000000e+01, 1.81345844e+00, 4.69326288e-01, ...,\n 7.14459181e-01, 6.65231980e-03, 4.75138187e-01],\n [2.00000000e+01, 1.81349564e+00, 4.69329715e-01, ...,\n 7.14463770e-01, 6.65236264e-03, 4.75137889e-01],\n ...,\n [1.07997000e+06, 4.43958521e+00, 6.32111132e-01, ...,\n 9.30194557e-01, 8.66102893e-03, 4.59374458e-01],\n [1.07998000e+06, 4.43956518e+00, 7.45975733e-01, ...,\n 4.67275798e-01, 4.35079867e-03, 4.75839436e-01],\n [1.07999000e+06, 4.43952703e+00, 6.32108688e-01, ...,\n 9.30191278e-01, 8.66099913e-03, 4.59374666e-01]]), 8776953: array([[0.00000000e+00, 3.67798060e-02, 2.85770386e-01, ...,\n 4.56082612e-01, 6.59078918e-03, 4.98753518e-01],\n [1.00000000e+01, 3.67798954e-02, 2.85769910e-01, ...,\n 4.56081897e-01, 6.59077894e-03, 4.98753518e-01],\n [2.00000000e+01, 3.67799811e-02, 2.85770178e-01, ...,\n 4.56082255e-01, 6.59078406e-03, 4.98753518e-01],\n ...,\n [1.07997000e+06, 7.33177736e-02, 3.68584782e-01, ...,\n 5.77860594e-01, 8.35058652e-03, 4.98129934e-01],\n [1.07998000e+06, 7.33177289e-02, 3.68584663e-01, ...,\n 5.77860475e-01, 8.35058466e-03, 4.98129934e-01],\n [1.07999000e+06, 7.33176917e-02, 3.68584633e-01, ...,\n 5.77860355e-01, 8.35058279e-03, 4.98129934e-01]]), 8776955: array([[0.00000000e+00, 4.54825573e-02, 2.77700663e-01, ...,\n 4.41987753e-01, 1.51003676e-03, 4.99570280e-01],\n [1.00000000e+01, 4.54827994e-02, 2.77742535e-01, ...,\n 4.42050248e-01, 1.51025027e-03, 4.99570280e-01],\n [2.00000000e+01, 4.54830416e-02, 2.77742356e-01, ...,\n 4.42049950e-01, 1.51024922e-03, 4.99570280e-01],\n ...,\n [1.07997000e+06, 7.13063926e-02, 3.27853918e-01, ...,\n 5.15795290e-01, 1.76219782e-03, 4.99440342e-01],\n [1.07998000e+06, 7.13059381e-02, 3.27853113e-01, ...,\n 5.15794158e-01, 1.76219398e-03, 4.99440342e-01],\n [1.07999000e+06, 7.13054836e-02, 3.27852368e-01, ...,\n 5.15793025e-01, 1.76219014e-03, 4.99440342e-01]]), 8776957: array([[0.00000000e+00, 2.04042482e+00, 7.52938315e-02, ...,\n 6.00914098e-02, 9.30207549e-04, 2.50000000e-01],\n [1.00000000e+01, 2.04046273e+00, 7.52941594e-02, ...,\n 6.00918531e-02, 9.30214417e-04, 2.50000000e-01],\n [2.00000000e+01, 2.04050088e+00, 7.52944648e-02, ...,\n 6.00922927e-02, 9.30221227e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.87586927e+00, 9.34161395e-02, ...,\n 8.55640620e-02, 1.32452103e-03, 2.50000000e-01],\n [1.07998000e+06, 4.87583065e+00, 9.34159309e-02, ...,\n 8.55637863e-02, 1.32451672e-03, 2.50000000e-01],\n [1.07999000e+06, 4.87579250e+00, 9.34157372e-02, ...,\n 8.55635181e-02, 1.32451265e-03, 2.50000000e-01]]), 8779005: array([[0.00000000e+00, 1.46290893e-03, 9.95637290e-03, ...,\n 1.55601921e-02, 2.72985827e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46295689e-03, 9.95649211e-03, ...,\n 1.55603625e-02, 2.72988807e-03, 2.50000000e-01],\n [2.00000000e+01, 1.46300462e-03, 9.95660946e-03, ...,\n 1.55605311e-02, 2.72991764e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17228599e-02, 2.00717524e-02, ...,\n 2.89650057e-02, 5.08158002e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17228217e-02, 2.51275841e-02, ...,\n 1.57836135e-02, 2.76905508e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17227519e-02, 2.00716984e-02, ...,\n 2.89649386e-02, 5.08156838e-03, 2.50000000e-01]]), 8776965: array([[0.00000000e+00, 1.92161512e+00, 5.23171425e-01, ...,\n 7.99512208e-01, 6.51068566e-03, 4.84432369e-01],\n [1.00000000e+01, 1.92165172e+00, 5.23172557e-01, ...,\n 7.99513817e-01, 6.51069870e-03, 4.84436482e-01],\n [2.00000000e+01, 1.92168844e+00, 5.23176074e-01, ...,\n 7.99518585e-01, 6.51073782e-03, 4.84436333e-01],\n ...,\n [1.07997000e+06, 4.59498072e+00, 7.00633466e-01, ...,\n 1.03635979e+00, 8.43941234e-03, 4.74891484e-01],\n [1.07998000e+06, 4.59495020e+00, 7.00632036e-01, ...,\n 1.03635800e+00, 8.43939744e-03, 4.74891573e-01],\n [1.07999000e+06, 4.59491920e+00, 7.00630367e-01, ...,\n 1.03635585e+00, 8.43937974e-03, 4.74891663e-01]]), 8776967: array([[0.00000000e+00, 2.02600193e+00, 3.79266828e-01, ...,\n 5.68301857e-01, 5.57158701e-03, 4.29714501e-01],\n [1.00000000e+01, 2.02604079e+00, 3.79264742e-01, ...,\n 5.68299174e-01, 5.57156093e-03, 4.29765403e-01],\n [2.00000000e+01, 2.02607989e+00, 3.79267246e-01, ...,\n 5.68302453e-01, 5.57159306e-03, 4.29764688e-01],\n ...,\n [1.07997000e+06, 4.77408648e+00, 4.99517471e-01, ...,\n 7.24372029e-01, 7.10168667e-03, 3.90251100e-01],\n [1.07998000e+06, 4.77406359e+00, 6.05687380e-01, ...,\n 3.79458636e-01, 3.72018293e-03, 4.31010008e-01],\n [1.07999000e+06, 4.77402163e+00, 4.99515295e-01, ...,\n 7.24369228e-01, 7.10165920e-03, 3.90251905e-01]]), 8776969: array([[0.00000000e+00, 5.18873893e-03, 1.20020457e-01, ...,\n 1.96987331e-01, 9.76635260e-04, 4.99800354e-01],\n [1.00000000e+01, 5.18875709e-03, 1.20016553e-01, ...,\n 1.96981087e-01, 9.76604293e-04, 4.99800444e-01],\n [2.00000000e+01, 5.18877478e-03, 1.20016731e-01, ...,\n 1.96981356e-01, 9.76605574e-04, 4.99800444e-01],\n ...,\n [1.07997000e+06, 3.08440607e-02, 2.39098132e-01, ...,\n 3.82419884e-01, 1.89598347e-03, 4.99430507e-01],\n [1.07998000e+06, 3.08439750e-02, 2.39097863e-01, ...,\n 3.82419497e-01, 1.89598161e-03, 4.99430507e-01],\n [1.07999000e+06, 3.08438893e-02, 2.39097640e-01, ...,\n 3.82419169e-01, 1.89597998e-03, 4.99430507e-01]]), 8776975: array([[0.00000000e+00, 2.05703163e+00, 7.54082203e-02, ...,\n 6.01216443e-02, 8.89373419e-04, 2.50000000e-01],\n [1.00000000e+01, 2.05707431e+00, 7.54085705e-02, ...,\n 6.01221286e-02, 8.89380637e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05711699e+00, 7.54089206e-02, ...,\n 6.01226203e-02, 8.89387913e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.99279594e+00, 9.39298198e-02, ...,\n 8.61498192e-02, 1.27440563e-03, 2.50000000e-01],\n [1.07998000e+06, 4.99275208e+00, 9.39295962e-02, ...,\n 8.61495137e-02, 1.27440109e-03, 2.50000000e-01],\n [1.07999000e+06, 4.99270821e+00, 9.39293727e-02, ...,\n 8.61492008e-02, 1.27439643e-03, 2.50000000e-01]]), 8776977: array([[0.00000000e+00, 1.28426826e+00, 3.82067591e-01, ...,\n 5.77507615e-01, 4.31620050e-03, 4.69900995e-01],\n [1.00000000e+01, 1.28428841e+00, 3.82077157e-01, ...,\n 5.77520490e-01, 4.31629689e-03, 4.69864488e-01],\n [2.00000000e+01, 1.28430867e+00, 3.82079184e-01, ...,\n 5.77523291e-01, 4.31631785e-03, 4.69864190e-01],\n ...,\n [1.07997000e+06, 2.17903733e+00, 4.55330044e-01, ...,\n 6.74507856e-01, 5.04116481e-03, 4.59780276e-01],\n [1.07998000e+06, 2.17901874e+00, 4.55328792e-01, ...,\n 6.74506247e-01, 5.04115317e-03, 4.59780455e-01],\n [1.07999000e+06, 2.17900014e+00, 4.55327570e-01, ...,\n 6.74504578e-01, 5.04114060e-03, 4.59780663e-01]]), 8776979: array([[0.00000000e+00, 2.98824045e-03, 2.00352281e-01, ...,\n 3.30165029e-01, 7.99431093e-03, 4.99917984e-01],\n [1.00000000e+01, 2.98824115e-03, 2.00358316e-01, ...,\n 3.30174774e-01, 7.99454655e-03, 4.99918014e-01],\n [2.00000000e+01, 2.98824208e-03, 2.00358436e-01, ...,\n 3.30174953e-01, 7.99455121e-03, 4.99918014e-01],\n ...,\n [1.07997000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07998000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01],\n [1.07999000e+06, 1.72760356e-02, 4.00089234e-01, ...,\n 6.46499455e-01, 1.56537406e-02, 4.99771357e-01]]), 8776981: array([[0.00000000e+00, 2.59803963e+00, 4.33555931e-01, ...,\n 6.39574647e-01, 1.62205077e-03, 4.80484664e-01],\n [1.00000000e+01, 2.59798455e+00, 4.33580607e-01, ...,\n 6.39606714e-01, 1.62213214e-03, 4.80395317e-01],\n [2.00000000e+01, 2.59792948e+00, 4.33577716e-01, ...,\n 6.39602900e-01, 1.62212248e-03, 4.80395496e-01],\n ...,\n [1.07997000e+06, 3.56740689e+00, 5.95487237e-01, ...,\n 3.67451876e-01, 9.31909366e-04, 4.86137092e-01],\n [1.07998000e+06, 3.56736660e+00, 4.79518652e-01, ...,\n 6.98823512e-01, 1.77231419e-03, 4.76979494e-01],\n [1.07999000e+06, 3.56734514e+00, 5.95485687e-01, ...,\n 3.67450327e-01, 9.31905466e-04, 4.86137271e-01]]), 8776983: array([[0.00000000e+00, 2.11141491e+00, 5.09336531e-01, ...,\n 7.75473177e-01, 4.74876398e-03, 4.85262990e-01],\n [1.00000000e+01, 2.11146188e+00, 5.09344399e-01, ...,\n 7.75483906e-01, 4.74882964e-03, 4.85255718e-01],\n [2.00000000e+01, 2.11150861e+00, 5.09348273e-01, ...,\n 7.75489151e-01, 4.74886177e-03, 4.85255539e-01],\n ...,\n [1.07997000e+06, 5.09909439e+00, 8.05750132e-01, ...,\n 5.09930015e-01, 3.12265777e-03, 4.85939533e-01],\n [1.07998000e+06, 5.09903479e+00, 6.82676315e-01, ...,\n 1.00537801e+00, 6.15663221e-03, 4.76316959e-01],\n [1.07999000e+06, 5.09900427e+00, 8.05745602e-01, ...,\n 5.09934306e-01, 3.12268408e-03, 4.85939920e-01]]), 8776987: array([[0.00000000e+00, 4.69059404e-03, 2.31339410e-01, ...,\n 3.76248538e-01, 7.32001010e-03, 4.99812365e-01],\n [1.00000000e+01, 4.69060661e-03, 2.31339753e-01, ...,\n 3.76249045e-01, 7.32001988e-03, 4.99812365e-01],\n [2.00000000e+01, 4.69061919e-03, 2.31339976e-01, ...,\n 3.76249403e-01, 7.32002687e-03, 4.99812365e-01],\n ...,\n [1.07997000e+06, 8.30444321e-03, 2.88518637e-01, ...,\n 4.64978099e-01, 9.04626586e-03, 4.99737352e-01],\n [1.07998000e+06, 8.30443017e-03, 2.88518488e-01, ...,\n 4.64977920e-01, 9.04626306e-03, 4.99737352e-01],\n [1.07999000e+06, 8.30441806e-03, 2.88518310e-01, ...,\n 4.64977652e-01, 9.04625747e-03, 4.99737352e-01]]), 8776989: array([[0.00000000e+00, 3.45742032e-02, 2.33368829e-01, ...,\n 3.77420068e-01, 2.99539752e-02, 4.93006170e-01],\n [1.00000000e+01, 3.45750451e-02, 2.33359486e-01, ...,\n 3.77405643e-01, 2.99528297e-02, 4.93006229e-01],\n [2.00000000e+01, 3.45758684e-02, 2.33361810e-01, ...,\n 3.77409250e-01, 2.99531166e-02, 4.93006140e-01],\n ...,\n [1.07997000e+06, 1.89452201e-01, 4.38685447e-01, ...,\n 6.81099653e-01, 5.40555306e-02, 4.81030822e-01],\n [1.07998000e+06, 1.89451188e-01, 4.38684613e-01, ...,\n 6.81098402e-01, 5.40554300e-02, 4.81030881e-01],\n [1.07999000e+06, 1.89450160e-01, 4.38683808e-01, ...,\n 6.81097329e-01, 5.40553443e-02, 4.81030941e-01]]), 8776991: array([[0.00000000e+00, 4.74578762e+00, 4.46858704e-01, ...,\n 6.46957040e-01, 7.83240981e-03, 3.14716369e-01],\n [1.00000000e+01, 4.74579239e+00, 5.15894353e-01, ...,\n 3.15713406e-01, 3.82219627e-03, 3.73893172e-01],\n [2.00000000e+01, 4.74580097e+00, 4.10907090e-01, ...,\n 6.00925803e-01, 7.27513107e-03, 2.88713217e-01],\n ...,\n [1.07997000e+06, 8.91060162e+00, 5.69371283e-01, ...,\n 3.78482670e-01, 4.58211498e-03, 3.03194821e-01],\n [1.07998000e+06, 8.91052055e+00, 5.69370389e-01, ...,\n 3.78481537e-01, 4.58210101e-03, 3.03196043e-01],\n [1.07999000e+06, 8.91043854e+00, 5.69369435e-01, ...,\n 3.78480434e-01, 4.58208751e-03, 3.03197265e-01]]), 8777001: array([[0.00000000e+00, 2.97127347e-02, 1.82974383e-01, ...,\n 2.94349641e-01, 1.64533057e-03, 4.98897940e-01],\n [1.00000000e+01, 2.97131669e-02, 1.82982177e-01, ...,\n 2.94361562e-01, 1.64539716e-03, 4.98897940e-01],\n [2.00000000e+01, 2.97135971e-02, 1.82983071e-01, ...,\n 2.94362932e-01, 1.64540485e-03, 4.98897910e-01],\n ...,\n [1.07997000e+06, 1.73952937e-01, 3.48980486e-01, ...,\n 5.35070717e-01, 2.99089262e-03, 4.96903837e-01],\n [1.07998000e+06, 1.73952132e-01, 3.48979920e-01, ...,\n 5.35069823e-01, 2.99088773e-03, 4.96903837e-01],\n [1.07999000e+06, 1.73951328e-01, 3.48979354e-01, ...,\n 5.35069168e-01, 2.99088401e-03, 4.96903837e-01]]), 8777003: array([[0.00000000e+00, 4.72405646e-03, 1.58058748e-01, ...,\n 2.58473188e-01, 2.26929924e-03, 4.99809504e-01],\n [1.00000000e+01, 4.72409604e-03, 1.58057407e-01, ...,\n 2.58471131e-01, 2.26928107e-03, 4.99809533e-01],\n [2.00000000e+01, 4.72413562e-03, 1.58057958e-01, ...,\n 2.58471966e-01, 2.26928852e-03, 4.99809533e-01],\n ...,\n [1.07997000e+06, 1.48794632e-02, 2.46459886e-01, ...,\n 3.96258742e-01, 3.47900554e-03, 4.99625891e-01],\n [1.07998000e+06, 1.48792947e-02, 2.46458828e-01, ...,\n 3.96257162e-01, 3.47899157e-03, 4.99625891e-01],\n [1.07999000e+06, 1.48791261e-02, 2.46457756e-01, ...,\n 3.96255523e-01, 3.47897736e-03, 4.99625921e-01]]), 8777005: array([[0.00000000e+00, 4.99609523e-02, 2.10393518e-01, ...,\n 3.40361595e-01, 6.99325232e-04, 4.99658585e-01],\n [1.00000000e+01, 4.99611199e-02, 2.10420266e-01, ...,\n 3.40403050e-01, 6.99410448e-04, 4.99658585e-01],\n [2.00000000e+01, 4.99612875e-02, 2.10420117e-01, ...,\n 3.40402782e-01, 6.99409866e-04, 4.99658585e-01],\n ...,\n [1.07997000e+06, 2.94226080e-01, 4.05929476e-01, ...,\n 6.29286408e-01, 1.29296572e-03, 4.99036133e-01],\n [1.07998000e+06, 2.94224292e-01, 4.05928582e-01, ...,\n 6.29285216e-01, 1.29296328e-03, 4.99036163e-01],\n [1.07999000e+06, 2.94222504e-01, 4.05927718e-01, ...,\n 6.29284084e-01, 1.29296095e-03, 4.99036163e-01]]), 8777015: array([[0.00000000e+00, 1.35019243e+00, 3.77973557e-01, ...,\n 5.72664618e-01, 9.04683396e-03, 4.34088051e-01],\n [1.00000000e+01, 1.35021806e+00, 3.77984434e-01, ...,\n 5.72679341e-01, 9.04706679e-03, 4.33997571e-01],\n [2.00000000e+01, 1.35024357e+00, 3.77986819e-01, ...,\n 5.72682619e-01, 9.04711895e-03, 4.33996856e-01],\n ...,\n [1.07997000e+06, 2.59092879e+00, 4.69239563e-01, ...,\n 6.93535864e-01, 1.09563330e-02, 4.05818820e-01],\n [1.07998000e+06, 2.59090734e+00, 4.69238371e-01, ...,\n 6.93534255e-01, 1.09563069e-02, 4.05819237e-01],\n [1.07999000e+06, 2.59088588e+00, 4.69237059e-01, ...,\n 6.93532586e-01, 1.09562809e-02, 4.05819654e-01]]), 8777017: array([[0.00000000e+00, 4.82437706e+00, 7.14111686e-01, ...,\n 1.07805037e+00, 2.00604834e-03, 4.95912433e-01],\n [1.00000000e+01, 4.82438469e+00, 7.14114368e-01, ...,\n 1.07805383e+00, 2.00605462e-03, 4.95911658e-01],\n [2.00000000e+01, 4.82439280e+00, 7.14114726e-01, ...,\n 1.07805431e+00, 2.00605555e-03, 4.95911658e-01],\n ...,\n [1.07997000e+06, 9.27392769e+00, 8.86054218e-01, ...,\n 1.30473459e+00, 2.42786482e-03, 4.94163930e-01],\n [1.07998000e+06, 9.27387047e+00, 1.04539537e+00, ...,\n 6.49668753e-01, 1.20891095e-03, 4.96490180e-01],\n [1.07999000e+06, 9.27375507e+00, 8.86049151e-01, ...,\n 1.30472815e+00, 2.42785295e-03, 4.94163990e-01]]), 8777019: array([[0.00000000e+00, 7.99027458e-02, 3.45509082e-01, ...,\n 5.46389580e-01, 2.76233372e-03, 4.99309808e-01],\n [1.00000000e+01, 7.99031109e-02, 3.45499098e-01, ...,\n 5.46374857e-01, 2.76225922e-03, 4.99309808e-01],\n [2.00000000e+01, 7.99034685e-02, 3.45499903e-01, ...,\n 5.46376050e-01, 2.76226527e-03, 4.99309808e-01],\n ...,\n [1.07997000e+06, 1.07836261e-01, 3.85523528e-01, ...,\n 6.04657114e-01, 3.05691175e-03, 4.99177277e-01],\n [1.07998000e+06, 1.07836060e-01, 3.85523289e-01, ...,\n 6.04656696e-01, 3.05690966e-03, 4.99177277e-01],\n [1.07999000e+06, 1.07835859e-01, 3.85523021e-01, ...,\n 6.04656339e-01, 3.05690779e-03, 4.99177277e-01]]), 8777033: array([[0.00000000e+00, 6.17304134e+00, 6.64555490e-01, ...,\n 3.99552584e-01, 1.14484979e-02, 3.30238312e-01],\n [1.00000000e+01, 6.17309237e+00, 5.09792745e-01, ...,\n 7.51709521e-01, 2.15389561e-02, 2.50000000e-01],\n [2.00000000e+01, 6.17312098e+00, 6.01574600e-01, ...,\n 3.80458593e-01, 1.09013924e-02, 3.21830809e-01],\n ...,\n [1.07997000e+06, 1.18727150e+01, 7.31914759e-01, ...,\n 4.73098248e-01, 1.35558238e-02, 2.50000000e-01],\n [1.07998000e+06, 1.18726053e+01, 7.31913626e-01, ...,\n 4.73096877e-01, 1.35557847e-02, 2.50000000e-01],\n [1.07999000e+06, 1.18724966e+01, 7.31912494e-01, ...,\n 4.73095566e-01, 1.35557475e-02, 2.50000000e-01]]), 8777035: array([[0.00000000e+00, 3.43988067e-03, 1.34564683e-01, ...,\n 2.21038938e-01, 1.27253274e-03, 4.99897212e-01],\n [1.00000000e+01, 3.43993655e-03, 1.34563863e-01, ...,\n 2.21037582e-01, 1.27252494e-03, 4.99897182e-01],\n [2.00000000e+01, 3.43999220e-03, 1.34564713e-01, ...,\n 2.21038982e-01, 1.27253297e-03, 4.99897182e-01],\n ...,\n [1.07997000e+06, 2.17961911e-02, 2.75492907e-01, ...,\n 4.40839708e-01, 2.53793737e-03, 4.99695688e-01],\n [1.07998000e+06, 2.17961259e-02, 2.75492638e-01, ...,\n 4.40839320e-01, 2.53793504e-03, 4.99695688e-01],\n [1.07999000e+06, 2.17960607e-02, 2.75492311e-01, ...,\n 4.40838754e-01, 2.53793178e-03, 4.99695688e-01]]), 8777037: array([[0.00000000e+00, 3.24128345e-02, 3.21798384e-01, ...,\n 5.18023372e-01, 2.78957118e-03, 4.99788493e-01],\n [1.00000000e+01, 3.24128754e-02, 3.21784317e-01, ...,\n 5.18001914e-01, 2.78945570e-03, 4.99788493e-01],\n [2.00000000e+01, 3.24129164e-02, 3.21784735e-01, ...,\n 5.18002510e-01, 2.78945896e-03, 4.99788493e-01],\n ...,\n [1.07997000e+06, 5.41157424e-02, 3.90364259e-01, ...,\n 6.21699512e-01, 3.34787020e-03, 4.99713868e-01],\n [1.07998000e+06, 5.41156344e-02, 3.90363991e-01, ...,\n 6.21699214e-01, 3.34786857e-03, 4.99713868e-01],\n [1.07999000e+06, 5.41155264e-02, 3.90363693e-01, ...,\n 6.21698678e-01, 3.34786577e-03, 4.99713868e-01]]), 8777039: array([[0.00000000e+00, 4.46548732e-03, 1.57948807e-01, ...,\n 2.60071576e-01, 1.08725566e-03, 4.99953181e-01],\n [1.00000000e+01, 4.46550036e-03, 1.57948732e-01, ...,\n 2.60071486e-01, 1.08725531e-03, 4.99953181e-01],\n [2.00000000e+01, 4.46551340e-03, 1.57948941e-01, ...,\n 2.60071784e-01, 1.08725659e-03, 4.99953181e-01],\n ...,\n [1.07997000e+06, 2.98382472e-02, 3.31708997e-01, ...,\n 5.33575177e-01, 2.23066541e-03, 4.99857277e-01],\n [1.07998000e+06, 2.98381764e-02, 3.31708670e-01, ...,\n 5.33574700e-01, 2.23066332e-03, 4.99857277e-01],\n [1.07999000e+06, 2.98381075e-02, 3.31708372e-01, ...,\n 5.33574224e-01, 2.23066146e-03, 4.99857277e-01]]), 8777049: array([[0.00000000e+00, 1.45907089e-01, 3.05307746e-01, ...,\n 4.76494938e-01, 1.86276366e-03, 4.98107344e-01],\n [1.00000000e+01, 1.45906985e-01, 3.05260628e-01, ...,\n 4.76427555e-01, 1.86250033e-03, 4.98106807e-01],\n [2.00000000e+01, 1.45906880e-01, 3.05261433e-01, ...,\n 4.76428717e-01, 1.86250487e-03, 4.98106807e-01],\n ...,\n [1.07997000e+06, 2.42447227e-01, 3.65397066e-01, ...,\n 5.60857356e-01, 2.19256198e-03, 4.97461230e-01],\n [1.07998000e+06, 2.42446408e-01, 3.65396589e-01, ...,\n 5.60856819e-01, 2.19255988e-03, 4.97461230e-01],\n [1.07999000e+06, 2.42445588e-01, 3.65396202e-01, ...,\n 5.60856223e-01, 2.19255756e-03, 4.97461230e-01]]), 8777051: array([[0.00000000e+00, 3.75694712e-03, 1.60697445e-01, ...,\n 2.64575213e-01, 2.13539321e-03, 4.99926716e-01],\n [1.00000000e+01, 3.75695899e-03, 1.60693914e-01, ...,\n 2.64569521e-01, 2.13534711e-03, 4.99926686e-01],\n [2.00000000e+01, 3.75697087e-03, 1.60694093e-01, ...,\n 2.64569819e-01, 2.13534967e-03, 4.99926686e-01],\n ...,\n [1.07997000e+06, 1.54198064e-02, 2.80136168e-01, ...,\n 4.54257727e-01, 3.66632547e-03, 4.99832451e-01],\n [1.07998000e+06, 1.54197887e-02, 2.80136049e-01, ...,\n 4.54257578e-01, 3.66632431e-03, 4.99832451e-01],\n [1.07999000e+06, 1.54197710e-02, 2.80135930e-01, ...,\n 4.54257429e-01, 3.66632291e-03, 4.99832451e-01]]), 8777057: array([[0.00000000e+00, 6.19908038e-04, 6.82164580e-02, ...,\n 1.12848103e-01, 3.82535951e-03, 4.99836028e-01],\n [1.00000000e+01, 6.19910599e-04, 6.81386292e-02, ...,\n 1.12720795e-01, 3.82104400e-03, 4.99835551e-01],\n [2.00000000e+01, 6.19913277e-04, 6.81245402e-02, ...,\n 1.12697758e-01, 3.82026308e-03, 4.99835461e-01],\n ...,\n [1.07997000e+06, 3.49100982e-03, 1.47039250e-01, ...,\n 2.39469439e-01, 8.11760779e-03, 4.99120861e-01],\n [1.07998000e+06, 3.49100353e-03, 1.47039115e-01, ...,\n 2.39469245e-01, 8.11760128e-03, 4.99120861e-01],\n [1.07999000e+06, 3.49099725e-03, 1.47039026e-01, ...,\n 2.39469066e-01, 8.11759569e-03, 4.99120861e-01]]), 8777059: array([[0.00000000e+00, 3.02205270e-04, 7.02216104e-02, ...,\n 1.16380289e-01, 5.67708723e-03, 4.99942064e-01],\n [1.00000000e+01, 3.02207802e-04, 7.02153146e-02, ...,\n 1.16369925e-01, 5.67658152e-03, 4.99942064e-01],\n [2.00000000e+01, 3.02210334e-04, 7.02138171e-02, ...,\n 1.16367482e-01, 5.67646232e-03, 4.99942064e-01],\n ...,\n [1.07997000e+06, 1.42462458e-03, 1.46922871e-01, ...,\n 2.40801856e-01, 1.17464317e-02, 4.99665380e-01],\n [1.07998000e+06, 1.42461958e-03, 1.46922678e-01, ...,\n 2.40801528e-01, 1.17464159e-02, 4.99665380e-01],\n [1.07999000e+06, 1.42461457e-03, 1.46922484e-01, ...,\n 2.40801245e-01, 1.17464019e-02, 4.99665380e-01]]), 8777061: array([[0.00000000e+00, 8.51222500e-03, 1.45742550e-01, ...,\n 2.37456098e-01, 9.99394339e-04, 4.99736935e-01],\n [1.00000000e+01, 8.51234421e-03, 1.45743743e-01, ...,\n 2.37457991e-01, 9.99402371e-04, 4.99736935e-01],\n [2.00000000e+01, 8.51246249e-03, 1.45744517e-01, ...,\n 2.37459213e-01, 9.99407494e-04, 4.99736935e-01],\n ...,\n [1.07997000e+06, 4.82480116e-02, 2.81126767e-01, ...,\n 4.42628354e-01, 1.86291395e-03, 4.99269009e-01],\n [1.07998000e+06, 4.82477397e-02, 2.81126171e-01, ...,\n 4.42627549e-01, 1.86291058e-03, 4.99269009e-01],\n [1.07999000e+06, 4.82474677e-02, 2.81125605e-01, ...,\n 4.42626685e-01, 1.86290697e-03, 4.99269009e-01]]), 8777063: array([[0.00000000e+00, 3.54591720e-02, 2.09863499e-01, ...,\n 3.38367611e-01, 9.41741164e-04, 4.99605715e-01],\n [1.00000000e+01, 3.54595594e-02, 2.09850997e-01, ...,\n 3.38348359e-01, 9.41687613e-04, 4.99605715e-01],\n [2.00000000e+01, 3.54599431e-02, 2.09852070e-01, ...,\n 3.38349998e-01, 9.41692153e-04, 4.99605715e-01],\n ...,\n [1.07997000e+06, 1.68249637e-01, 3.73021901e-01, ...,\n 5.78492701e-01, 1.61005487e-03, 4.99018013e-01],\n [1.07998000e+06, 1.68248668e-01, 3.73021126e-01, ...,\n 5.78491509e-01, 1.61005149e-03, 4.99018013e-01],\n [1.07999000e+06, 1.68247700e-01, 3.73020321e-01, ...,\n 5.78490496e-01, 1.61004870e-03, 4.99018013e-01]]), 8777065: array([[0.00000000e+00, 5.59736416e-03, 1.10085070e-01, ...,\n 1.80307701e-01, 2.59809359e-03, 4.99041557e-01],\n [1.00000000e+01, 5.59739349e-03, 1.10087179e-01, ...,\n 1.80311039e-01, 2.59814179e-03, 4.99041408e-01],\n [2.00000000e+01, 5.59742237e-03, 1.10087395e-01, ...,\n 1.80311382e-01, 2.59814668e-03, 4.99041408e-01],\n ...,\n [1.07997000e+06, 2.70133801e-02, 2.01942071e-01, ...,\n 3.22918653e-01, 4.65300633e-03, 4.97578412e-01],\n [1.07998000e+06, 2.70133205e-02, 2.01941907e-01, ...,\n 3.22918385e-01, 4.65300260e-03, 4.97578412e-01],\n [1.07999000e+06, 2.70132590e-02, 2.01941729e-01, ...,\n 3.22918117e-01, 4.65299888e-03, 4.97578412e-01]]), 8777067: array([[0.00000000e+00, 3.04747751e-04, 6.28515333e-02, ...,\n 1.04132928e-01, 6.54924102e-03, 4.99882102e-01],\n [1.00000000e+01, 3.04747780e-04, 6.28995150e-02, ...,\n 1.04211733e-01, 6.55419752e-03, 4.99882251e-01],\n [2.00000000e+01, 3.04747809e-04, 6.29115924e-02, ...,\n 1.04231559e-01, 6.55544410e-03, 4.99882281e-01],\n ...,\n [1.07997000e+06, 1.82512461e-03, 1.43688813e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07998000e+06, 1.82512426e-03, 1.43688798e-01, ...,\n 2.34710723e-01, 1.47616817e-02, 4.99244839e-01],\n [1.07999000e+06, 1.82512391e-03, 1.43688798e-01, ...,\n 2.34710708e-01, 1.47616807e-02, 4.99244839e-01]]), 8777077: array([[0.00000000e+00, 5.75852973e-05, 2.51172166e-02, ...,\n 4.17892188e-02, 6.08285598e-04, 4.99991328e-01],\n [1.00000000e+01, 5.75853810e-05, 2.51437128e-02, ...,\n 4.18331884e-02, 6.08925591e-04, 4.99991328e-01],\n [2.00000000e+01, 5.75854647e-05, 2.51551885e-02, ...,\n 4.18522283e-02, 6.09202776e-04, 4.99991328e-01],\n ...,\n [1.07997000e+06, 8.78256920e-04, 9.00949463e-02, ...,\n 1.48415849e-01, 2.16034707e-03, 4.99912918e-01],\n [1.07998000e+06, 8.78255814e-04, 9.00949091e-02, ...,\n 1.48415759e-01, 2.16034590e-03, 4.99912918e-01],\n [1.07999000e+06, 8.78254767e-04, 9.00948495e-02, ...,\n 1.48415670e-01, 2.16034451e-03, 4.99912918e-01]]), 8777079: array([[0.00000000e+00, 5.83673874e-03, 1.52795687e-01, ...,\n 2.51520574e-01, 8.49731639e-03, 4.99444187e-01],\n [1.00000000e+01, 5.83677879e-03, 1.52796015e-01, ...,\n 2.51521081e-01, 8.49733315e-03, 4.99444216e-01],\n [2.00000000e+01, 5.83681837e-03, 1.52796462e-01, ...,\n 2.51521796e-01, 8.49735737e-03, 4.99444216e-01],\n ...,\n [1.07997000e+06, 2.90368404e-02, 2.86273390e-01, ...,\n 4.62654531e-01, 1.56302191e-02, 4.98574585e-01],\n [1.07998000e+06, 2.90367622e-02, 2.86273092e-01, ...,\n 4.62654084e-01, 1.56302042e-02, 4.98574585e-01],\n [1.07999000e+06, 2.90366840e-02, 2.86272764e-01, ...,\n 4.62653577e-01, 1.56301875e-02, 4.98574585e-01]]), 8777085: array([[0.00000000e+00, 1.96763012e-03, 1.07631244e-01, ...,\n 1.78424045e-01, 5.90808084e-03, 4.99914765e-01],\n [1.00000000e+01, 1.96764641e-03, 1.07647024e-01, ...,\n 1.78450003e-01, 5.90894045e-03, 4.99914825e-01],\n [2.00000000e+01, 1.96766271e-03, 1.07649952e-01, ...,\n 1.78454831e-01, 5.90910017e-03, 4.99914825e-01],\n ...,\n [1.07997000e+06, 1.34902121e-02, 2.50747889e-01, ...,\n 4.10174191e-01, 1.35819260e-02, 4.99505699e-01],\n [1.07998000e+06, 1.34901674e-02, 2.50747561e-01, ...,\n 4.10173625e-01, 1.35819074e-02, 4.99505699e-01],\n [1.07999000e+06, 1.34901246e-02, 2.50747204e-01, ...,\n 4.10173088e-01, 1.35818897e-02, 4.99505699e-01]]), 8777087: array([[0.00000000e+00, 8.28629639e-03, 1.57684058e-01, ...,\n 2.59839267e-01, 3.69614875e-03, 4.99737054e-01],\n [1.00000000e+01, 8.28635320e-03, 1.57685146e-01, ...,\n 2.59841025e-01, 3.69617390e-03, 4.99736995e-01],\n [2.00000000e+01, 8.28640908e-03, 1.57685548e-01, ...,\n 2.59841710e-01, 3.69618367e-03, 4.99736995e-01],\n ...,\n [1.07997000e+06, 4.58891392e-02, 3.08203012e-01, ...,\n 4.98494208e-01, 7.09095597e-03, 4.99281198e-01],\n [1.07998000e+06, 4.58889641e-02, 3.08202565e-01, ...,\n 4.98493552e-01, 7.09094666e-03, 4.99281198e-01],\n [1.07999000e+06, 4.58887927e-02, 3.08202177e-01, ...,\n 4.98492956e-01, 7.09093828e-03, 4.99281228e-01]]), 8777089: array([[0.00000000e+00, 1.99088128e-03, 1.12400390e-01, ...,\n 1.85079530e-01, 7.06410408e-03, 4.99467194e-01],\n [1.00000000e+01, 1.99088990e-03, 1.12395599e-01, ...,\n 1.85071826e-01, 7.06381025e-03, 4.99466926e-01],\n [2.00000000e+01, 1.99089875e-03, 1.12395741e-01, ...,\n 1.85072020e-01, 7.06381770e-03, 4.99466926e-01],\n ...,\n [1.07997000e+06, 3.06688882e-02, 3.23302597e-01, ...,\n 5.10081530e-01, 1.94687601e-02, 4.97343957e-01],\n [1.07998000e+06, 3.06687783e-02, 3.23302180e-01, ...,\n 5.10080874e-01, 1.94687359e-02, 4.97343957e-01],\n [1.07999000e+06, 3.06686666e-02, 3.23301733e-01, ...,\n 5.10080338e-01, 1.94687154e-02, 4.97343957e-01]]), 8777097: array([[0.00000000e+00, 1.70087186e-03, 9.12719145e-02, ...,\n 1.50861934e-01, 2.59659090e-03, 4.99876082e-01],\n [1.00000000e+01, 1.70087884e-03, 9.12233591e-02, ...,\n 1.50782645e-01, 2.59522628e-03, 4.99875784e-01],\n [2.00000000e+01, 1.70088594e-03, 9.12173688e-02, ...,\n 1.50772884e-01, 2.59505818e-03, 4.99875754e-01],\n ...,\n [1.07997000e+06, 1.02291116e-02, 1.97735608e-01, ...,\n 3.21185172e-01, 5.52814407e-03, 4.99381840e-01],\n [1.07998000e+06, 1.02290967e-02, 1.97735518e-01, ...,\n 3.21185052e-01, 5.52814174e-03, 4.99381840e-01],\n [1.07999000e+06, 1.02290818e-02, 1.97735399e-01, ...,\n 3.21184844e-01, 5.52813848e-03, 4.99381840e-01]]), 8777111: array([[0.00000000e+00, 8.34229682e-03, 1.83138549e-01, ...,\n 3.00292283e-01, 1.59900042e-03, 4.99894738e-01],\n [1.00000000e+01, 8.34230706e-03, 1.83136225e-01, ...,\n 3.00288588e-01, 1.59898074e-03, 4.99894738e-01],\n [2.00000000e+01, 8.34231731e-03, 1.83136344e-01, ...,\n 3.00288796e-01, 1.59898179e-03, 4.99894738e-01],\n ...,\n [1.07997000e+06, 4.53427769e-02, 3.52057934e-01, ...,\n 5.62894881e-01, 2.99731037e-03, 4.99714941e-01],\n [1.07998000e+06, 4.53426950e-02, 3.52057755e-01, ...,\n 5.62894583e-01, 2.99730874e-03, 4.99714941e-01],\n [1.07999000e+06, 4.53426167e-02, 3.52057487e-01, ...,\n 5.62894166e-01, 2.99730641e-03, 4.99714941e-01]]), 8777135: array([[0.00000000e+00, 6.17096329e+00, 4.59346652e-01, ...,\n 6.74029410e-01, 7.82844797e-03, 3.23514163e-01],\n [1.00000000e+01, 6.17098761e+00, 5.84620714e-01, ...,\n 3.54885072e-01, 4.12177760e-03, 3.97253454e-01],\n [2.00000000e+01, 6.17102909e+00, 4.59504008e-01, ...,\n 6.74232602e-01, 7.83080794e-03, 3.22907716e-01],\n ...,\n [1.07997000e+06, 1.21456528e+01, 6.49183631e-01, ...,\n 4.29180831e-01, 4.98467870e-03, 3.32039952e-01],\n [1.07998000e+06, 1.21455326e+01, 6.49182439e-01, ...,\n 4.29179400e-01, 4.98466194e-03, 3.32041085e-01],\n [1.07999000e+06, 1.21454124e+01, 6.49181366e-01, ...,\n 4.29178059e-01, 4.98464657e-03, 3.32042187e-01]]), 8776621: array([[0.00000000e+00, 1.52818188e-02, 2.34163821e-01, ...,\n 3.79431456e-01, 5.46731194e-03, 4.99475867e-01],\n [1.00000000e+01, 1.52826682e-02, 2.34183937e-01, ...,\n 3.79462749e-01, 5.46776270e-03, 4.99475777e-01],\n [2.00000000e+01, 1.52835092e-02, 2.34188721e-01, ...,\n 3.79470170e-01, 5.46786981e-03, 4.99475747e-01],\n ...,\n [1.07997000e+06, 7.18476996e-02, 4.18193579e-01, ...,\n 6.54556513e-01, 9.43164993e-03, 4.98695135e-01],\n [1.07998000e+06, 7.18476325e-02, 4.18193460e-01, ...,\n 6.54556215e-01, 9.43164527e-03, 4.98695135e-01],\n [1.07999000e+06, 7.18475655e-02, 4.18193340e-01, ...,\n 6.54556096e-01, 9.43164434e-03, 4.98695135e-01]]), 8780233: array([[0.00000000e+00, 1.91717997e-01, 3.13265860e-01, ...,\n 4.82909501e-01, 1.09627587e-03, 4.98288602e-01],\n [1.00000000e+01, 1.91718474e-01, 3.13218862e-01, ...,\n 4.82844085e-01, 1.09612732e-03, 4.98288035e-01],\n [2.00000000e+01, 1.91718951e-01, 3.13220114e-01, ...,\n 4.82845783e-01, 1.09613128e-03, 4.98288035e-01],\n ...,\n [1.07997000e+06, 3.06705862e-01, 3.68476212e-01, ...,\n 5.58542907e-01, 1.26797485e-03, 4.97760445e-01],\n [1.07998000e+06, 3.06704164e-01, 3.68475556e-01, ...,\n 5.58542013e-01, 1.26797287e-03, 4.97760445e-01],\n [1.07999000e+06, 3.06702465e-01, 3.68474841e-01, ...,\n 5.58541119e-01, 1.26797077e-03, 4.97760475e-01]]), 8777163: array([[0.00000000e+00, 8.27936176e-03, 1.69687420e-01, ...,\n 2.78859705e-01, 7.65677367e-04, 4.99944955e-01],\n [1.00000000e+01, 8.27938225e-03, 1.69691324e-01, ...,\n 2.78865963e-01, 7.65694538e-04, 4.99944925e-01],\n [2.00000000e+01, 8.27940181e-03, 1.69691473e-01, ...,\n 2.78866202e-01, 7.65695237e-04, 4.99944925e-01],\n ...,\n [1.07997000e+06, 8.61194581e-02, 4.17712986e-01, ...,\n 6.61772549e-01, 1.81705807e-03, 4.99781638e-01],\n [1.07998000e+06, 8.61190856e-02, 4.17712361e-01, ...,\n 6.61771595e-01, 1.81705540e-03, 4.99781638e-01],\n [1.07999000e+06, 8.61187130e-02, 4.17711675e-01, ...,\n 6.61770582e-01, 1.81705260e-03, 4.99781638e-01]]), 8780235: array([[0.00000000e+00, 2.08099056e-02, 1.66383788e-01, ...,\n 2.70572126e-01, 9.52718779e-03, 4.96096611e-01],\n [1.00000000e+01, 2.08101533e-02, 1.66415304e-01, ...,\n 2.70621568e-01, 9.52892844e-03, 4.96095151e-01],\n [2.00000000e+01, 2.08103992e-02, 1.66415676e-01, ...,\n 2.70622104e-01, 9.52894799e-03, 4.96095151e-01],\n ...,\n [1.07997000e+06, 9.43046659e-02, 2.94594705e-01, ...,\n 4.64961171e-01, 1.63718723e-02, 4.90498573e-01],\n [1.07998000e+06, 9.43044797e-02, 2.94594496e-01, ...,\n 4.64960873e-01, 1.63718630e-02, 4.90498573e-01],\n [1.07999000e+06, 9.43042934e-02, 2.94594258e-01, ...,\n 4.64960575e-01, 1.63718518e-02, 4.90498602e-01]]), 8777165: array([[0.00000000e+00, 2.49382528e-03, 1.18645728e-01, ...,\n 1.95868686e-01, 1.11669709e-03, 4.99938875e-01],\n [1.00000000e+01, 2.49383342e-03, 1.18653215e-01, ...,\n 1.95880905e-01, 1.11676683e-03, 4.99938935e-01],\n [2.00000000e+01, 2.49384204e-03, 1.18653513e-01, ...,\n 1.95881352e-01, 1.11676939e-03, 4.99938935e-01],\n ...,\n [1.07997000e+06, 1.74075067e-02, 2.55513191e-01, ...,\n 4.13631320e-01, 2.35821726e-03, 4.99809802e-01],\n [1.07998000e+06, 1.74074695e-02, 2.55512953e-01, ...,\n 4.13631022e-01, 2.35821563e-03, 4.99809802e-01],\n [1.07999000e+06, 1.74074322e-02, 2.55512744e-01, ...,\n 4.13630664e-01, 2.35821353e-03, 4.99809802e-01]]), 8780237: array([[0.00000000e+00, 6.11934299e-03, 1.39297307e-01, ...,\n 2.27444276e-01, 1.65053899e-03, 4.99671757e-01],\n [1.00000000e+01, 6.11939281e-03, 1.39304280e-01, ...,\n 2.27455303e-01, 1.65061897e-03, 4.99671638e-01],\n [2.00000000e+01, 6.11944217e-03, 1.39304668e-01, ...,\n 2.27455899e-01, 1.65062328e-03, 4.99671638e-01],\n ...,\n [1.07997000e+06, 3.35231386e-02, 2.66516417e-01, ...,\n 4.21963632e-01, 3.06214532e-03, 4.99105453e-01],\n [1.07998000e+06, 3.35230902e-02, 2.66516298e-01, ...,\n 4.21963423e-01, 3.06214369e-03, 4.99105453e-01],\n [1.07999000e+06, 3.35230418e-02, 2.66516149e-01, ...,\n 4.21963185e-01, 3.06214206e-03, 4.99105453e-01]]), 8777167: array([[0.00000000e+00, 6.17430592e+00, 4.03399467e-01, ...,\n 5.87871790e-01, 5.05913747e-03, 2.91151702e-01],\n [1.00000000e+01, 6.17432308e+00, 4.97527927e-01, ...,\n 3.07594836e-01, 2.64711562e-03, 3.70909303e-01],\n [2.00000000e+01, 6.17435360e+00, 4.03368115e-01, ...,\n 5.87831616e-01, 5.05879195e-03, 2.90358335e-01],\n ...,\n [1.07997000e+06, 1.22331171e+01, 5.56405067e-01, ...,\n 3.78950626e-01, 3.26119293e-03, 2.93600798e-01],\n [1.07998000e+06, 1.22329931e+01, 5.56403995e-01, ...,\n 3.78949255e-01, 3.26118106e-03, 2.93602139e-01],\n [1.07999000e+06, 1.22328691e+01, 5.56403100e-01, ...,\n 3.78947943e-01, 3.26116988e-03, 2.93603539e-01]]), 8780239: array([[0.00000000e+00, 1.26581425e-02, 2.10439160e-01, ...,\n 3.39695752e-01, 3.34346201e-03, 4.99512315e-01],\n [1.00000000e+01, 1.26581918e-02, 2.10422546e-01, ...,\n 3.39670122e-01, 3.34320986e-03, 4.99512404e-01],\n [2.00000000e+01, 1.26582412e-02, 2.10423067e-01, ...,\n 3.39670956e-01, 3.34321801e-03, 4.99512404e-01],\n ...,\n [1.07997000e+06, 1.97272543e-02, 2.49056920e-01, ...,\n 3.98605317e-01, 3.92328063e-03, 4.99366432e-01],\n [1.07998000e+06, 1.97272208e-02, 2.49056771e-01, ...,\n 3.98605078e-01, 3.92327830e-03, 4.99366432e-01],\n [1.07999000e+06, 1.97271872e-02, 2.49056578e-01, ...,\n 3.98604810e-01, 3.92327551e-03, 4.99366432e-01]]), 8780241: array([[0.00000000e+00, 2.20930815e-01, 2.98835605e-01, ...,\n 4.64531451e-01, 5.87271107e-03, 4.89490569e-01],\n [1.00000000e+01, 2.20931828e-01, 2.98980027e-01, ...,\n 4.64736074e-01, 5.87529829e-03, 4.89496469e-01],\n [2.00000000e+01, 2.20932826e-01, 2.98977673e-01, ...,\n 4.64732677e-01, 5.87525498e-03, 4.89496261e-01],\n ...,\n [1.07997000e+06, 4.53461111e-01, 3.85404557e-01, ...,\n 5.84154427e-01, 7.38501176e-03, 4.84622121e-01],\n [1.07998000e+06, 4.53458816e-01, 3.85403812e-01, ...,\n 5.84153414e-01, 7.38499919e-03, 4.84622180e-01],\n [1.07999000e+06, 4.53456491e-01, 3.85403186e-01, ...,\n 5.84152579e-01, 7.38498848e-03, 4.84622210e-01]]), 8780243: array([[0.00000000e+00, 1.35994563e-02, 1.51325420e-01, ...,\n 2.46942937e-01, 1.40149228e-03, 4.99550998e-01],\n [1.00000000e+01, 1.35995718e-02, 1.51335970e-01, ...,\n 2.46959627e-01, 1.40158704e-03, 4.99550909e-01],\n [2.00000000e+01, 1.35996863e-02, 1.51336372e-01, ...,\n 2.46960253e-01, 1.40159053e-03, 4.99550909e-01],\n ...,\n [1.07997000e+06, 5.67669310e-02, 2.61246264e-01, ...,\n 4.15988296e-01, 2.36088713e-03, 4.98957932e-01],\n [1.07998000e+06, 5.67668267e-02, 2.61246085e-01, ...,\n 4.15987998e-01, 2.36088526e-03, 4.98957932e-01],\n [1.07999000e+06, 5.67667224e-02, 2.61245877e-01, ...,\n 4.15987790e-01, 2.36088410e-03, 4.98957932e-01]]), 8780245: array([[0.00000000e+00, 4.42607462e-01, 3.98185015e-01, ...,\n 6.06233180e-01, 2.96591572e-03, 4.94170010e-01],\n [1.00000000e+01, 4.42603856e-01, 3.98180991e-01, ...,\n 6.06227756e-01, 2.96588917e-03, 4.94172752e-01],\n [2.00000000e+01, 4.42600340e-01, 3.98179919e-01, ...,\n 6.06226146e-01, 2.96588126e-03, 4.94172782e-01],\n ...,\n [1.07997000e+06, 5.65759838e-01, 4.32864130e-01, ...,\n 6.53029919e-01, 3.19486251e-03, 4.93311465e-01],\n [1.07998000e+06, 5.65755904e-01, 4.32863146e-01, ...,\n 6.53028607e-01, 3.19485622e-03, 4.93311495e-01],\n [1.07999000e+06, 5.65751970e-01, 4.32862103e-01, ...,\n 6.53027236e-01, 3.19484947e-03, 4.93311495e-01]]), 8780247: array([[0.00000000e+00, 2.89739668e-01, 3.03275347e-01, ...,\n 4.69746202e-01, 1.97538338e-03, 4.95351166e-01],\n [1.00000000e+01, 2.89741218e-01, 3.03268433e-01, ...,\n 4.69736457e-01, 1.97534240e-03, 4.95350897e-01],\n [2.00000000e+01, 2.89742798e-01, 3.03269178e-01, ...,\n 4.69737470e-01, 1.97534682e-03, 4.95350897e-01],\n ...,\n [1.07997000e+06, 6.29037917e-01, 3.97663355e-01, ...,\n 5.99007070e-01, 2.51895306e-03, 4.92995620e-01],\n [1.07998000e+06, 6.29034102e-01, 3.97662491e-01, ...,\n 5.99005878e-01, 2.51894817e-03, 4.92995650e-01],\n [1.07999000e+06, 6.29030287e-01, 3.97661656e-01, ...,\n 5.99004805e-01, 2.51894351e-03, 4.92995650e-01]]), 8780249: array([[0.00000000e+00, 7.67072558e-01, 3.95246893e-01, ...,\n 5.99907696e-01, 1.34207541e-02, 4.52264369e-01],\n [1.00000000e+01, 7.67063618e-01, 3.95240664e-01, ...,\n 5.99899232e-01, 1.34205641e-02, 4.52301502e-01],\n [2.00000000e+01, 7.67054796e-01, 3.95239145e-01, ...,\n 5.99897206e-01, 1.34205194e-02, 4.52301800e-01],\n ...,\n [1.07997000e+06, 1.26859128e+00, 4.67770934e-01, ...,\n 6.96551919e-01, 1.55828167e-02, 4.37021583e-01],\n [1.07998000e+06, 1.26858306e+00, 4.67769921e-01, ...,\n 6.96550488e-01, 1.55827850e-02, 4.37021792e-01],\n [1.07999000e+06, 1.26857483e+00, 4.67768878e-01, ...,\n 6.96549296e-01, 1.55827580e-02, 4.37022030e-01]]), 8780251: array([[0.00000000e+00, 2.47838330e-02, 2.27392629e-01, ...,\n 3.63749325e-01, 1.42311945e-03, 4.99579966e-01],\n [1.00000000e+01, 2.47840732e-02, 2.27368593e-01, ...,\n 3.63713145e-01, 1.42297789e-03, 4.99579966e-01],\n [2.00000000e+01, 2.47843117e-02, 2.27369815e-01, ...,\n 3.63714963e-01, 1.42298499e-03, 4.99579966e-01],\n ...,\n [1.07997000e+06, 3.71289589e-02, 2.64379352e-01, ...,\n 4.18935508e-01, 1.63902785e-03, 4.99467015e-01],\n [1.07998000e+06, 3.71288694e-02, 2.64379054e-01, ...,\n 4.18935090e-01, 1.63902622e-03, 4.99467015e-01],\n [1.07999000e+06, 3.71287800e-02, 2.64378846e-01, ...,\n 4.18934762e-01, 1.63902494e-03, 4.99467015e-01]]), 8780253: array([[0.00000000e+00, 4.61752750e-02, 2.77490735e-01, ...,\n 4.43435192e-01, 2.03224178e-03, 4.99485582e-01],\n [1.00000000e+01, 4.61756736e-02, 2.77494282e-01, ...,\n 4.43440527e-01, 2.03226623e-03, 4.99485582e-01],\n [2.00000000e+01, 4.61760722e-02, 2.77495146e-01, ...,\n 4.43441927e-01, 2.03227275e-03, 4.99485582e-01],\n ...,\n [1.07997000e+06, 9.28493291e-02, 3.59253347e-01, ...,\n 5.64070821e-01, 2.58510909e-03, 4.99224633e-01],\n [1.07998000e+06, 9.28492025e-02, 3.59253138e-01, ...,\n 5.64070582e-01, 2.58510793e-03, 4.99224633e-01],\n [1.07999000e+06, 9.28490758e-02, 3.59252989e-01, ...,\n 5.64070344e-01, 2.58510699e-03, 4.99224633e-01]]), 8780255: array([[0.00000000e+00, 1.28377244e-01, 3.55191469e-01, ...,\n 5.50704598e-01, 2.94809742e-03, 4.98304605e-01],\n [1.00000000e+01, 1.28377542e-01, 3.55193555e-01, ...,\n 5.50707519e-01, 2.94811302e-03, 4.98304605e-01],\n [2.00000000e+01, 1.28377840e-01, 3.55193824e-01, ...,\n 5.50707877e-01, 2.94811488e-03, 4.98304605e-01],\n ...,\n [1.07997000e+06, 1.35729373e-01, 3.62277418e-01, ...,\n 5.60662329e-01, 3.00140423e-03, 4.98248935e-01],\n [1.07998000e+06, 1.35729060e-01, 3.62277150e-01, ...,\n 5.60661912e-01, 3.00140213e-03, 4.98248935e-01],\n [1.07999000e+06, 1.35728747e-01, 3.62276822e-01, ...,\n 5.60661376e-01, 3.00139911e-03, 4.98248935e-01]]), 8780259: array([[0.00000000e+00, 5.80230728e-03, 1.78615436e-01, ...,\n 2.91905820e-01, 9.09363944e-03, 4.99399513e-01],\n [1.00000000e+01, 5.80231193e-03, 1.78612873e-01, ...,\n 2.91901767e-01, 9.09351371e-03, 4.99399632e-01],\n [2.00000000e+01, 5.80231566e-03, 1.78612947e-01, ...,\n 2.91901857e-01, 9.09351557e-03, 4.99399632e-01],\n ...,\n [1.07997000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07998000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01],\n [1.07999000e+06, 5.95123619e-02, 4.30609375e-01, ...,\n 6.71032608e-01, 2.09044423e-02, 4.97634172e-01]]), 8780261: array([[0.00000000e+00, 7.11081224e-03, 1.68817773e-01, ...,\n 2.74992496e-01, 9.38540976e-03, 4.98827815e-01],\n [1.00000000e+01, 7.11084716e-03, 1.68814048e-01, ...,\n 2.74986595e-01, 9.38520860e-03, 4.98827994e-01],\n [2.00000000e+01, 7.11088162e-03, 1.68814421e-01, ...,\n 2.74987131e-01, 9.38522629e-03, 4.98827964e-01],\n ...,\n [1.07997000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07998000e+06, 5.96066639e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01],\n [1.07999000e+06, 5.96066602e-02, 3.75137925e-01, ...,\n 5.83334565e-01, 1.99090298e-02, 4.95898753e-01]]), 8780263: array([[0.00000000e+00, 2.38184892e-02, 1.66764230e-01, ...,\n 2.69865066e-01, 8.84513487e-04, 4.99469250e-01],\n [1.00000000e+01, 2.38187760e-02, 1.66784853e-01, ...,\n 2.69896984e-01, 8.84618086e-04, 4.99469191e-01],\n [2.00000000e+01, 2.38190610e-02, 1.66785300e-01, ...,\n 2.69897699e-01, 8.84620415e-04, 4.99469191e-01],\n ...,\n [1.07997000e+06, 1.38553977e-01, 3.20601702e-01, ...,\n 4.97389942e-01, 1.63025211e-03, 4.98508871e-01],\n [1.07998000e+06, 1.38553426e-01, 3.20601195e-01, ...,\n 4.97389346e-01, 1.63025013e-03, 4.98508871e-01],\n [1.07999000e+06, 1.38552874e-01, 3.20600718e-01, ...,\n 4.97388661e-01, 1.63024792e-03, 4.98508871e-01]]), 8780265: array([[0.00000000e+00, 3.51095907e-02, 1.56244874e-01, ...,\n 2.52716810e-01, 7.68136187e-03, 4.91219521e-01],\n [1.00000000e+01, 3.51098850e-02, 1.56178623e-01, ...,\n 2.52614170e-01, 7.67824240e-03, 4.91217107e-01],\n [2.00000000e+01, 3.51101756e-02, 1.56180173e-01, ...,\n 2.52616614e-01, 7.67831644e-03, 4.91217077e-01],\n ...,\n [1.07997000e+06, 2.65954137e-01, 3.29124242e-01, ...,\n 5.05745351e-01, 1.53721990e-02, 4.71337348e-01],\n [1.07998000e+06, 2.65952706e-01, 3.29123616e-01, ...,\n 5.05744457e-01, 1.53721720e-02, 4.71337467e-01],\n [1.07999000e+06, 2.65951276e-01, 3.29123020e-01, ...,\n 5.05743682e-01, 1.53721487e-02, 4.71337527e-01]]), 8780267: array([[0.00000000e+00, 4.66435309e-03, 1.52439475e-02, ...,\n 2.26741545e-02, 1.97510060e-04, 2.50000000e-01],\n [1.00000000e+01, 4.66436148e-03, 1.51841622e-02, ...,\n 2.25963462e-02, 1.96832290e-04, 2.50000000e-01],\n [2.00000000e+01, 4.66436986e-03, 1.51854744e-02, ...,\n 2.25980561e-02, 1.96847177e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.14687118e-02, 2.90463530e-02, ...,\n 2.17981804e-02, 1.89879618e-04, 2.50000000e-01],\n [1.07998000e+06, 3.14684995e-02, 2.90463120e-02, ...,\n 2.17981227e-02, 1.89879123e-04, 2.50000000e-01],\n [1.07999000e+06, 3.14682871e-02, 2.90462784e-02, ...,\n 2.17980687e-02, 1.89878658e-04, 2.50000000e-01]]), 8780269: array([[0.00000000e+00, 7.30879307e-02, 2.86729541e-02, ...,\n 4.21704538e-02, 1.27789262e-03, 2.50000000e-01],\n [1.00000000e+01, 7.30888322e-02, 2.86730658e-02, ...,\n 4.21705991e-02, 1.27789692e-03, 2.50000000e-01],\n [2.00000000e+01, 7.30897263e-02, 2.86731832e-02, ...,\n 4.21707444e-02, 1.27790135e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.50066888e-01, 5.36919795e-02, ...,\n 4.37608659e-02, 1.32608693e-03, 2.50000000e-01],\n [1.07998000e+06, 5.50062656e-01, 5.36918826e-02, ...,\n 4.37607281e-02, 1.32608274e-03, 2.50000000e-01],\n [1.07999000e+06, 5.50058424e-01, 5.36917932e-02, ...,\n 4.37605903e-02, 1.32607855e-03, 2.50000000e-01]]), 8780271: array([[0.00000000e+00, 4.90910783e-02, 1.47182152e-01, ...,\n 2.36947700e-01, 1.76300376e-03, 4.95693594e-01],\n [1.00000000e+01, 4.90915552e-02, 1.47237360e-01, ...,\n 2.37032220e-01, 1.76363264e-03, 4.95693386e-01],\n [2.00000000e+01, 4.90920320e-02, 1.47236943e-01, ...,\n 2.37031668e-01, 1.76362845e-03, 4.95693356e-01],\n ...,\n [1.07997000e+06, 3.94919693e-01, 3.14668536e-01, ...,\n 4.77722108e-01, 3.55447992e-03, 4.85979259e-01],\n [1.07998000e+06, 3.94917369e-01, 3.14667910e-01, ...,\n 4.77721274e-01, 3.55447386e-03, 4.85979319e-01],\n [1.07999000e+06, 3.94915044e-01, 3.14667284e-01, ...,\n 4.77720410e-01, 3.55446734e-03, 4.85979348e-01]]), 8780273: array([[0.00000000e+00, 1.80780739e-01, 3.27332616e-01, ...,\n 5.01908064e-01, 2.89785257e-03, 4.95995641e-01],\n [1.00000000e+01, 1.80781767e-01, 3.27393204e-01, ...,\n 5.01991510e-01, 2.89833429e-03, 4.95996892e-01],\n [2.00000000e+01, 1.80782765e-01, 3.27392578e-01, ...,\n 5.01990616e-01, 2.89832917e-03, 4.95996863e-01],\n ...,\n [1.07997000e+06, 2.62830019e-01, 3.72262299e-01, ...,\n 5.62992156e-01, 3.25053209e-03, 4.95043427e-01],\n [1.07998000e+06, 2.62828857e-01, 3.72261733e-01, ...,\n 5.62991381e-01, 3.25052743e-03, 4.95043427e-01],\n [1.07999000e+06, 2.62827694e-01, 3.72261196e-01, ...,\n 5.62990606e-01, 3.25052300e-03, 4.95043427e-01]]), 8780275: array([[0.00000000e+00, 1.63128898e-01, 2.98001170e-01, ...,\n 4.66693103e-01, 1.23856973e-03, 4.98587132e-01],\n [1.00000000e+01, 1.63130686e-01, 2.98104644e-01, ...,\n 4.66842026e-01, 1.23896496e-03, 4.98587668e-01],\n [2.00000000e+01, 1.63132459e-01, 2.98103809e-01, ...,\n 4.66840893e-01, 1.23896205e-03, 4.98587638e-01],\n ...,\n [1.07997000e+06, 3.79375070e-01, 4.01481390e-01, ...,\n 6.11394227e-01, 1.62259617e-03, 4.97703880e-01],\n [1.07998000e+06, 3.79373610e-01, 4.01480913e-01, ...,\n 6.11393511e-01, 1.62259419e-03, 4.97703910e-01],\n [1.07999000e+06, 3.79372150e-01, 4.01480407e-01, ...,\n 6.11392856e-01, 1.62259245e-03, 4.97703910e-01]]), 8780277: array([[0.00000000e+00, 1.53112523e-02, 1.82965577e-01, ...,\n 2.96670049e-01, 1.01218035e-03, 4.99749899e-01],\n [1.00000000e+01, 1.53114032e-02, 1.82960227e-01, ...,\n 2.96661705e-01, 1.01215183e-03, 4.99749899e-01],\n [2.00000000e+01, 1.53115541e-02, 1.82961002e-01, ...,\n 2.96662927e-01, 1.01215602e-03, 4.99749899e-01],\n ...,\n [1.07997000e+06, 6.77768141e-02, 3.19900632e-01, ...,\n 5.02306521e-01, 1.71377184e-03, 4.99399483e-01],\n [1.07998000e+06, 6.77766055e-02, 3.19900304e-01, ...,\n 5.02306044e-01, 1.71377021e-03, 4.99399513e-01],\n [1.07999000e+06, 6.77763969e-02, 3.19899946e-01, ...,\n 5.02305448e-01, 1.71376811e-03, 4.99399513e-01]]), 8780279: array([[0.00000000e+00, 8.07129219e-02, 1.81209117e-01, ...,\n 2.90972829e-01, 2.61901738e-03, 4.95015979e-01],\n [1.00000000e+01, 8.07139501e-02, 1.81159168e-01, ...,\n 2.90896773e-01, 2.61833286e-03, 4.95014101e-01],\n [2.00000000e+01, 8.07149857e-02, 1.81160927e-01, ...,\n 2.90899426e-01, 2.61835661e-03, 4.95014071e-01],\n ...,\n [1.07997000e+06, 6.08689666e-01, 3.76780450e-01, ...,\n 5.70618689e-01, 5.13608195e-03, 4.84423488e-01],\n [1.07998000e+06, 6.08685017e-01, 3.76779497e-01, ...,\n 5.70617318e-01, 5.13606938e-03, 4.84423548e-01],\n [1.07999000e+06, 6.08680367e-01, 3.76778483e-01, ...,\n 5.70616007e-01, 5.13605773e-03, 4.84423608e-01]]), 8780281: array([[0.00000000e+00, 1.00333415e-01, 1.93301201e-01, ...,\n 3.09517205e-01, 2.19204812e-03, 4.95585591e-01],\n [1.00000000e+01, 1.00334711e-01, 1.93239674e-01, ...,\n 3.09424102e-01, 2.19138898e-03, 4.95583326e-01],\n [2.00000000e+01, 1.00336000e-01, 1.93241701e-01, ...,\n 3.09427172e-01, 2.19141063e-03, 4.95583326e-01],\n ...,\n [1.07997000e+06, 6.97627783e-01, 3.88920963e-01, ...,\n 5.87751567e-01, 4.16254671e-03, 4.86873001e-01],\n [1.07998000e+06, 6.97622597e-01, 3.88919920e-01, ...,\n 5.87750316e-01, 4.16253787e-03, 4.86873060e-01],\n [1.07999000e+06, 6.97617531e-01, 3.88918996e-01, ...,\n 5.87748945e-01, 4.16252809e-03, 4.86873090e-01]]), 8780283: array([[0.00000000e+00, 5.41495644e-02, 2.64103383e-01, ...,\n 4.20774937e-01, 2.22632242e-03, 4.99116480e-01],\n [1.00000000e+01, 5.41501008e-02, 2.64067084e-01, ...,\n 4.20720637e-01, 2.22603511e-03, 4.99116361e-01],\n [2.00000000e+01, 5.41506298e-02, 2.64068693e-01, ...,\n 4.20723110e-01, 2.22604815e-03, 4.99116361e-01],\n ...,\n [1.07997000e+06, 1.66081354e-01, 3.96771580e-01, ...,\n 6.12242818e-01, 3.23937996e-03, 4.98299241e-01],\n [1.07998000e+06, 1.66080803e-01, 3.96771133e-01, ...,\n 6.12242103e-01, 3.23937600e-03, 4.98299241e-01],\n [1.07999000e+06, 1.66080266e-01, 3.96770656e-01, ...,\n 6.12241507e-01, 3.23937298e-03, 4.98299241e-01]]), 8780285: array([[0.00000000e+00, 3.81630898e-01, 3.01789582e-01, ...,\n 4.59842920e-01, 2.45773885e-03, 4.89650041e-01],\n [1.00000000e+01, 3.81634921e-01, 3.01789165e-01, ...,\n 4.59842414e-01, 2.45773606e-03, 4.89653170e-01],\n [2.00000000e+01, 3.81638914e-01, 3.01790297e-01, ...,\n 4.59843904e-01, 2.45774398e-03, 4.89653111e-01],\n ...,\n [1.07997000e+06, 7.02088714e-01, 3.70428532e-01, ...,\n 5.51530063e-01, 2.94778240e-03, 4.85478789e-01],\n [1.07998000e+06, 7.02084243e-01, 3.70427787e-01, ...,\n 5.51529050e-01, 2.94777681e-03, 4.85478848e-01],\n [1.07999000e+06, 7.02079833e-01, 3.70426983e-01, ...,\n 5.51528037e-01, 2.94777146e-03, 4.85478908e-01]]), 8780287: array([[0.00000000e+00, 7.38162640e-03, 1.04786888e-01, ...,\n 1.71507269e-01, 6.00515632e-04, 4.99629557e-01],\n [1.00000000e+01, 7.38168880e-03, 1.04805455e-01, ...,\n 1.71536848e-01, 6.00619242e-04, 4.99629080e-01],\n [2.00000000e+01, 7.38175167e-03, 1.04805611e-01, ...,\n 1.71537116e-01, 6.00620173e-04, 4.99629080e-01],\n ...,\n [1.07997000e+06, 6.29750118e-02, 2.36973822e-01, ...,\n 3.73049647e-01, 1.30619621e-03, 4.98690248e-01],\n [1.07998000e+06, 6.29748031e-02, 2.36973509e-01, ...,\n 3.73049229e-01, 1.30619481e-03, 4.98690248e-01],\n [1.07999000e+06, 6.29745945e-02, 2.36973226e-01, ...,\n 3.73048782e-01, 1.30619318e-03, 4.98690277e-01]]), 8780289: array([[0.00000000e+00, 6.42274842e-02, 1.78760275e-01, ...,\n 2.87845284e-01, 2.16750964e-03, 4.96863425e-01],\n [1.00000000e+01, 6.42283633e-02, 1.78801358e-01, ...,\n 2.87908286e-01, 2.16798414e-03, 4.96863574e-01],\n [2.00000000e+01, 6.42292500e-02, 1.78801596e-01, ...,\n 2.87908673e-01, 2.16798694e-03, 4.96863544e-01],\n ...,\n [1.07997000e+06, 4.62654382e-01, 3.68079156e-01, ...,\n 5.61343968e-01, 4.22698772e-03, 4.90407079e-01],\n [1.07998000e+06, 4.62652057e-01, 3.68078500e-01, ...,\n 5.61343133e-01, 4.22698166e-03, 4.90407109e-01],\n [1.07999000e+06, 4.62649703e-01, 3.68077844e-01, ...,\n 5.61342239e-01, 4.22697468e-03, 4.90407139e-01]]), 8780291: array([[0.00000000e+00, 1.37710129e-03, 8.80727842e-02, ...,\n 1.45739749e-01, 9.38440091e-04, 4.99967277e-01],\n [1.00000000e+01, 1.37710629e-03, 8.81132558e-02, ...,\n 1.45806000e-01, 9.38866695e-04, 4.99967337e-01],\n [2.00000000e+01, 1.37711130e-03, 8.81194174e-02, ...,\n 1.45816103e-01, 9.38931713e-04, 4.99967337e-01],\n ...,\n [1.07997000e+06, 9.35086701e-03, 2.02357456e-01, ...,\n 3.29171121e-01, 2.11958215e-03, 4.99817431e-01],\n [1.07998000e+06, 9.35084745e-03, 2.02357262e-01, ...,\n 3.29170853e-01, 2.11958052e-03, 4.99817431e-01],\n [1.07999000e+06, 9.35082790e-03, 2.02357098e-01, ...,\n 3.29170555e-01, 2.11957842e-03, 4.99817431e-01]]), 8780293: array([[0.00000000e+00, 1.68219090e-01, 2.38276258e-01, ...,\n 3.81534159e-01, 3.90916131e-03, 4.93385166e-01],\n [1.00000000e+01, 1.68221444e-01, 2.38271996e-01, ...,\n 3.81527781e-01, 3.90909612e-03, 4.93384898e-01],\n [2.00000000e+01, 1.68223798e-01, 2.38273352e-01, ...,\n 3.81529778e-01, 3.90911661e-03, 4.93384838e-01],\n ...,\n [1.07997000e+06, 1.18545222e+00, 4.81713116e-01, ...,\n 7.27754176e-01, 7.45649775e-03, 4.80226994e-01],\n [1.07998000e+06, 1.18544436e+00, 4.81712043e-01, ...,\n 7.27752686e-01, 7.45648239e-03, 4.80227083e-01],\n [1.07999000e+06, 1.18543649e+00, 4.81711030e-01, ...,\n 7.27751315e-01, 7.45646842e-03, 4.80227143e-01]]), 8780295: array([[0.00000000e+00, 1.75360101e-03, 1.21541722e-02, ...,\n 1.80772245e-02, 2.54608807e-03, 2.50000000e-01],\n [1.00000000e+01, 1.75363384e-03, 1.21542485e-02, ...,\n 1.80773214e-02, 2.54610158e-03, 2.50000000e-01],\n [2.00000000e+01, 1.75366644e-03, 1.21543240e-02, ...,\n 1.80774182e-02, 2.54611531e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.95825883e-03, 2.26966143e-02, ...,\n 1.63952596e-02, 2.30919151e-03, 2.50000000e-01],\n [1.07998000e+06, 9.95820761e-03, 2.26965919e-02, ...,\n 1.63952298e-02, 2.30918732e-03, 2.50000000e-01],\n [1.07999000e+06, 9.95815638e-03, 2.26965751e-02, ...,\n 1.63952019e-02, 2.30918336e-03, 2.50000000e-01]]), 8780297: array([[0.00000000e+00, 4.60944891e-01, 3.30333769e-01, ...,\n 5.04368901e-01, 5.44087263e-03, 4.81586814e-01],\n [1.00000000e+01, 4.60951060e-01, 3.30330878e-01, ...,\n 5.04364908e-01, 5.44082932e-03, 4.81603235e-01],\n [2.00000000e+01, 4.60957229e-01, 3.30332428e-01, ...,\n 5.04366994e-01, 5.44085214e-03, 4.81603116e-01],\n ...,\n [1.07997000e+06, 9.24898207e-01, 4.17564899e-01, ...,\n 6.21019304e-01, 6.69923704e-03, 4.72914129e-01],\n [1.07998000e+06, 9.24892128e-01, 4.17564005e-01, ...,\n 6.21018171e-01, 6.69922493e-03, 4.72914249e-01],\n [1.07999000e+06, 9.24885929e-01, 4.17563140e-01, ...,\n 6.21016860e-01, 6.69921096e-03, 4.72914338e-01]]), 8780299: array([[0.00000000e+00, 5.55497706e-02, 1.76851675e-01, ...,\n 2.85166860e-01, 4.41434747e-03, 4.94520098e-01],\n [1.00000000e+01, 5.55506386e-02, 1.76932439e-01, ...,\n 2.85291016e-01, 4.41626925e-03, 4.94518936e-01],\n [2.00000000e+01, 5.55515066e-02, 1.76932126e-01, ...,\n 2.85290539e-01, 4.41626227e-03, 4.94518846e-01],\n ...,\n [1.07997000e+06, 4.06090230e-01, 3.67086470e-01, ...,\n 5.61039448e-01, 8.68482050e-03, 4.83057678e-01],\n [1.07998000e+06, 4.06088412e-01, 3.67085904e-01, ...,\n 5.61038673e-01, 8.68480932e-03, 4.83057737e-01],\n [1.07999000e+06, 4.06086564e-01, 3.67085278e-01, ...,\n 5.61037838e-01, 8.68479628e-03, 4.83057767e-01]]), 8780301: array([[0.00000000e+00, 4.37327148e-03, 1.71207160e-01, ...,\n 2.81240493e-01, 3.14938975e-03, 4.99877006e-01],\n [1.00000000e+01, 4.37328918e-03, 1.71207458e-01, ...,\n 2.81241030e-01, 3.14939581e-03, 4.99877006e-01],\n [2.00000000e+01, 4.37330687e-03, 1.71207741e-01, ...,\n 2.81241447e-01, 3.14940047e-03, 4.99877006e-01],\n ...,\n [1.07997000e+06, 3.02424245e-02, 3.62269491e-01, ...,\n 5.78658104e-01, 6.47993432e-03, 4.99616772e-01],\n [1.07998000e+06, 3.02423965e-02, 3.62269372e-01, ...,\n 5.78657985e-01, 6.47993293e-03, 4.99616772e-01],\n [1.07999000e+06, 3.02423686e-02, 3.62269223e-01, ...,\n 5.78657687e-01, 6.47992967e-03, 4.99616772e-01]]), 8780303: array([[0.00000000e+00, 2.13280931e-01, 2.31812477e-01, ...,\n 3.68380517e-01, 1.78306154e-03, 4.94553953e-01],\n [1.00000000e+01, 2.13283524e-01, 2.31863499e-01, ...,\n 3.68456393e-01, 1.78342883e-03, 4.94555444e-01],\n [2.00000000e+01, 2.13286117e-01, 2.31863648e-01, ...,\n 3.68456602e-01, 1.78342988e-03, 4.94555384e-01],\n ...,\n [1.07997000e+06, 1.33084106e+00, 4.44195569e-01, ...,\n 6.65545881e-01, 3.22142243e-03, 4.84962374e-01],\n [1.07998000e+06, 1.33083224e+00, 4.44194555e-01, ...,\n 6.65544569e-01, 3.22141615e-03, 4.84962434e-01],\n [1.07999000e+06, 1.33082342e+00, 4.44193572e-01, ...,\n 6.65543318e-01, 3.22141009e-03, 4.84962493e-01]]), 8780305: array([[0.00000000e+00, 2.62276810e-02, 1.55362085e-01, ...,\n 2.52627403e-01, 4.25656937e-04, 4.99714822e-01],\n [1.00000000e+01, 2.62278542e-02, 1.55338943e-01, ...,\n 2.52591074e-01, 4.25595732e-04, 4.99714822e-01],\n [2.00000000e+01, 2.62280274e-02, 1.55339703e-01, ...,\n 2.52592266e-01, 4.25597740e-04, 4.99714822e-01],\n ...,\n [1.07997000e+06, 2.05465138e-01, 3.35076421e-01, ...,\n 5.20414114e-01, 8.76856095e-04, 4.99046385e-01],\n [1.07998000e+06, 2.05463782e-01, 3.35075706e-01, ...,\n 5.20413101e-01, 8.76854407e-04, 4.99046385e-01],\n [1.07999000e+06, 2.05462441e-01, 3.35074902e-01, ...,\n 5.20411968e-01, 8.76852486e-04, 4.99046385e-01]]), 8780307: array([[0.00000000e+00, 4.70129669e-01, 3.54476750e-01, ...,\n 5.43028712e-01, 9.05047916e-03, 4.77845401e-01],\n [1.00000000e+01, 4.70136613e-01, 3.54478329e-01, ...,\n 5.43030977e-01, 9.05051641e-03, 4.77846235e-01],\n [2.00000000e+01, 4.70143527e-01, 3.54480088e-01, ...,\n 5.43033481e-01, 9.05055832e-03, 4.77846026e-01],\n ...,\n [1.07997000e+06, 9.44352806e-01, 4.48974490e-01, ...,\n 6.70139730e-01, 1.11689959e-02, 4.67304289e-01],\n [1.07998000e+06, 9.44345832e-01, 4.48973328e-01, ...,\n 6.70138299e-01, 1.11689726e-02, 4.67304438e-01],\n [1.07999000e+06, 9.44338977e-01, 4.48972285e-01, ...,\n 6.70136869e-01, 1.11689484e-02, 4.67304558e-01]]), 8780309: array([[0.00000000e+00, 1.56670082e+00, 6.93614125e-01, ...,\n 1.08041728e+00, 1.33384854e-01, 4.41723615e-01],\n [1.00000000e+01, 1.56678057e+00, 6.93627357e-01, ...,\n 1.08043599e+00, 1.33387163e-01, 4.41718847e-01],\n [2.00000000e+01, 1.56685829e+00, 6.93639576e-01, ...,\n 1.08045340e+00, 1.33389309e-01, 4.41717207e-01],\n ...,\n [1.07997000e+06, 3.73464584e+00, 9.39020157e-01, ...,\n 1.41993165e+00, 1.75300211e-01, 4.04819697e-01],\n [1.07998000e+06, 3.73462296e+00, 9.39018190e-01, ...,\n 1.41992915e+00, 1.75299898e-01, 4.04819995e-01],\n [1.07999000e+06, 3.73460007e+00, 9.39016163e-01, ...,\n 1.41992629e+00, 1.75299540e-01, 4.04820353e-01]]), 8780311: array([[0.00000000e+00, 1.72822364e-02, 2.33407080e-01, ...,\n 3.76012236e-01, 1.90385943e-03, 4.99728054e-01],\n [1.00000000e+01, 1.72823053e-02, 2.33415201e-01, ...,\n 3.76024634e-01, 1.90392218e-03, 4.99728024e-01],\n [2.00000000e+01, 1.72823742e-02, 2.33415440e-01, ...,\n 3.76025021e-01, 1.90392416e-03, 4.99728024e-01],\n ...,\n [1.07997000e+06, 3.54590863e-02, 3.05869967e-01, ...,\n 4.85158831e-01, 2.45650043e-03, 4.99584436e-01],\n [1.07998000e+06, 3.54589820e-02, 3.05869639e-01, ...,\n 4.85158324e-01, 2.45649787e-03, 4.99584436e-01],\n [1.07999000e+06, 3.54588777e-02, 3.05869281e-01, ...,\n 4.85157788e-01, 2.45649507e-03, 4.99584436e-01]]), 8780313: array([[0.00000000e+00, 2.24059731e-01, 2.94576168e-01, ...,\n 4.71560448e-01, 7.50892423e-03, 4.92735028e-01],\n [1.00000000e+01, 2.24062860e-01, 2.94661850e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736846e-01],\n [2.00000000e+01, 2.24065974e-01, 2.94661820e-01, ...,\n 4.71689910e-01, 7.51098571e-03, 4.92736727e-01],\n ...,\n [1.07997000e+06, 1.36479199e+00, 5.66653967e-01, ...,\n 8.60321701e-01, 1.36993900e-02, 4.79997844e-01],\n [1.07998000e+06, 1.36478293e+00, 5.66652656e-01, ...,\n 8.60320091e-01, 1.36993648e-02, 4.79997903e-01],\n [1.07999000e+06, 1.36477375e+00, 5.66651285e-01, ...,\n 8.60318303e-01, 1.36993360e-02, 4.79997993e-01]]), 8780315: array([[0.00000000e+00, 5.03047183e-02, 1.68118432e-01, ...,\n 2.70788074e-01, 1.26359344e-03, 4.98166174e-01],\n [1.00000000e+01, 5.03054149e-02, 1.68147013e-01, ...,\n 2.70831943e-01, 1.26379810e-03, 4.98166203e-01],\n [2.00000000e+01, 5.03061078e-02, 1.68147430e-01, ...,\n 2.70832568e-01, 1.26380101e-03, 4.98166203e-01],\n ...,\n [1.07997000e+06, 3.47859472e-01, 3.40428352e-01, ...,\n 5.20349681e-01, 2.42813653e-03, 4.94347632e-01],\n [1.07998000e+06, 3.47857922e-01, 3.40427846e-01, ...,\n 5.20348966e-01, 2.42813327e-03, 4.94347662e-01],\n [1.07999000e+06, 3.47856373e-01, 3.40427309e-01, ...,\n 5.20348191e-01, 2.42812955e-03, 4.94347662e-01]]), 8780317: array([[0.00000000e+00, 4.09318388e-01, 6.43601835e-01, ...,\n 1.01271129e+00, 4.56176251e-02, 4.94755328e-01],\n [1.00000000e+01, 4.09329087e-01, 6.43643856e-01, ...,\n 1.01277232e+00, 4.56203744e-02, 4.94755715e-01],\n [2.00000000e+01, 4.09339339e-01, 6.43649101e-01, ...,\n 1.01277995e+00, 4.56207171e-02, 4.94755626e-01],\n ...,\n [1.07997000e+06, 6.81684971e-01, 7.73301959e-01, ...,\n 1.19827175e+00, 5.39762042e-02, 4.92951512e-01],\n [1.07998000e+06, 6.81680918e-01, 7.73300350e-01, ...,\n 1.19826949e+00, 5.39761037e-02, 4.92951542e-01],\n [1.07999000e+06, 6.81676984e-01, 7.73298621e-01, ...,\n 1.19826698e+00, 5.39759882e-02, 4.92951572e-01]]), 8780319: array([[0.00000000e+00, 6.19218359e-03, 1.89894438e-01, ...,\n 3.10561180e-01, 1.64666586e-03, 4.99913722e-01],\n [1.00000000e+01, 6.19221013e-03, 1.89892605e-01, ...,\n 3.10558289e-01, 1.64665061e-03, 4.99913722e-01],\n [2.00000000e+01, 6.19223621e-03, 1.89892963e-01, ...,\n 3.10558796e-01, 1.64665328e-03, 4.99913722e-01],\n ...,\n [1.07997000e+06, 2.09698007e-02, 3.04341078e-01, ...,\n 4.88714635e-01, 2.59127608e-03, 4.99823123e-01],\n [1.07998000e+06, 2.09697429e-02, 3.04340750e-01, ...,\n 4.88714099e-01, 2.59127305e-03, 4.99823123e-01],\n [1.07999000e+06, 2.09696852e-02, 3.04340452e-01, ...,\n 4.88713592e-01, 2.59127049e-03, 4.99823123e-01]]), 8780321: array([[0.00000000e+00, 6.65154994e-01, 2.87805170e-01, ...,\n 4.42130923e-01, 2.82511767e-03, 4.75896776e-01],\n [1.00000000e+01, 6.65163875e-01, 2.87802190e-01, ...,\n 4.42126781e-01, 2.82509113e-03, 4.75921333e-01],\n [2.00000000e+01, 6.65172696e-01, 2.87803531e-01, ...,\n 4.42128658e-01, 2.82510323e-03, 4.75921184e-01],\n ...,\n [1.07997000e+06, 2.14060521e+00, 4.25916404e-01, ...,\n 6.26296401e-01, 4.00189403e-03, 4.54068363e-01],\n [1.07998000e+06, 2.14059544e+00, 5.02738237e-01, ...,\n 3.17074150e-01, 2.02603289e-03, 4.72937942e-01],\n [1.07999000e+06, 2.14057708e+00, 4.25914675e-01, ...,\n 6.26294136e-01, 4.00187960e-03, 4.54068601e-01]]), 8780323: array([[0.00000000e+00, 1.65519323e-02, 3.94071817e-01, ...,\n 6.35888457e-01, 4.85411026e-02, 4.99232531e-01],\n [1.00000000e+01, 1.65519211e-02, 3.94069910e-01, ...,\n 6.35885537e-01, 4.85408790e-02, 4.99232531e-01],\n [2.00000000e+01, 1.65519100e-02, 3.94069821e-01, ...,\n 6.35885417e-01, 4.85408716e-02, 4.99232531e-01],\n ...,\n [1.07997000e+06, 6.45886781e-03, 2.73310751e-01, ...,\n 4.46909517e-01, 3.41152288e-02, 4.99558538e-01],\n [1.07998000e+06, 6.45886268e-03, 2.73310661e-01, ...,\n 4.46909398e-01, 3.41152214e-02, 4.99558538e-01],\n [1.07999000e+06, 6.45885663e-03, 2.73310542e-01, ...,\n 4.46909219e-01, 3.41152065e-02, 4.99558538e-01]]), 8780325: array([[0.00000000e+00, 1.09687746e+00, 3.30688506e-01, ...,\n 1.97724134e-01, 1.46897568e-03, 4.34057891e-01],\n [1.00000000e+01, 1.09694111e+00, 2.39386633e-01, ...,\n 3.56340826e-01, 2.64740572e-03, 3.72301877e-01],\n [2.00000000e+01, 1.09700394e+00, 2.39437371e-01, ...,\n 3.56407493e-01, 2.64790119e-03, 3.70783746e-01],\n ...,\n [1.07997000e+06, 2.79009914e+00, 3.76480401e-01, ...,\n 2.43808344e-01, 1.81135465e-03, 3.63725603e-01],\n [1.07998000e+06, 2.79008317e+00, 3.76480073e-01, ...,\n 2.43807942e-01, 1.81135174e-03, 3.63726169e-01],\n [1.07999000e+06, 2.79006720e+00, 3.76479685e-01, ...,\n 2.43807524e-01, 1.81134860e-03, 3.63726705e-01]]), 8780327: array([[0.00000000e+00, 6.98803067e-01, 3.10134381e-01, ...,\n 4.77374315e-01, 5.43706538e-03, 4.65313405e-01],\n [1.00000000e+01, 6.98810995e-01, 3.10141802e-01, ...,\n 4.77384686e-01, 5.43718319e-03, 4.65270489e-01],\n [2.00000000e+01, 6.98818922e-01, 3.10143054e-01, ...,\n 4.77386385e-01, 5.43720275e-03, 4.65270251e-01],\n ...,\n [1.07997000e+06, 2.19032931e+00, 4.55632299e-01, ...,\n 6.72225773e-01, 7.65633024e-03, 4.34749991e-01],\n [1.07998000e+06, 2.19031477e+00, 4.55631375e-01, ...,\n 6.72224462e-01, 7.65631534e-03, 4.34750199e-01],\n [1.07999000e+06, 2.19030046e+00, 4.55630392e-01, ...,\n 6.72223270e-01, 7.65630184e-03, 4.34750438e-01]]), 8780329: array([[0.00000000e+00, 3.39134783e-03, 1.37736127e-01, ...,\n 2.27130547e-01, 1.60857337e-03, 4.99923736e-01],\n [1.00000000e+01, 3.39136692e-03, 1.37736335e-01, ...,\n 2.27130860e-01, 1.60857558e-03, 4.99923736e-01],\n [2.00000000e+01, 3.39138601e-03, 1.37736633e-01, ...,\n 2.27131352e-01, 1.60857895e-03, 4.99923736e-01],\n ...,\n [1.07997000e+06, 3.93701270e-02, 3.58260304e-01, ...,\n 5.72412729e-01, 4.05391445e-03, 4.99678642e-01],\n [1.07998000e+06, 3.93700786e-02, 3.58260095e-01, ...,\n 5.72412431e-01, 4.05391259e-03, 4.99678642e-01],\n [1.07999000e+06, 3.93700302e-02, 3.58259946e-01, ...,\n 5.72412193e-01, 4.05391073e-03, 4.99678642e-01]]), 8780331: array([[0.00000000e+00, 2.39655538e-03, 1.21507859e-02, ...,\n 1.85673907e-02, 1.66822923e-04, 2.50000000e-01],\n [1.00000000e+01, 2.39655632e-03, 1.21043660e-02, ...,\n 1.85040068e-02, 1.66253434e-04, 2.50000000e-01],\n [2.00000000e+01, 2.39655701e-03, 1.21052582e-02, ...,\n 1.85052268e-02, 1.66264392e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.07414285e-02, 2.45373677e-02, ...,\n 1.55267995e-02, 1.39504031e-04, 2.50000000e-01],\n [1.07998000e+06, 1.07413316e-02, 1.97984744e-02, ...,\n 2.84790602e-02, 2.55876541e-04, 2.50000000e-01],\n [1.07999000e+06, 1.07412795e-02, 2.45373230e-02, ...,\n 1.55267529e-02, 1.39503623e-04, 2.50000000e-01]]), 8780333: array([[0.00000000e+00, 3.92290950e-01, 3.52232814e-01, ...,\n 5.38322926e-01, 4.03843168e-03, 4.91019219e-01],\n [1.00000000e+01, 3.92295837e-01, 3.52232635e-01, ...,\n 5.38322687e-01, 4.03842982e-03, 4.91021842e-01],\n [2.00000000e+01, 3.92300695e-01, 3.52234125e-01, ...,\n 5.38324773e-01, 4.03844565e-03, 4.91021782e-01],\n ...,\n [1.07997000e+06, 6.72916591e-01, 4.22966778e-01, ...,\n 6.33512974e-01, 4.75253537e-03, 4.87855464e-01],\n [1.07998000e+06, 6.72912717e-01, 4.22965944e-01, ...,\n 6.33511841e-01, 4.75252699e-03, 4.87855494e-01],\n [1.07999000e+06, 6.72908843e-01, 4.22965199e-01, ...,\n 6.33510888e-01, 4.75252001e-03, 4.87855554e-01]]), 8780335: array([[0.00000000e+00, 1.45539809e-02, 1.62413731e-01, ...,\n 2.64268070e-01, 1.76413939e-03, 4.99451578e-01],\n [1.00000000e+01, 1.45541364e-02, 1.62385464e-01, ...,\n 2.64223665e-01, 1.76384288e-03, 4.99451727e-01],\n [2.00000000e+01, 1.45542929e-02, 1.62386522e-01, ...,\n 2.64225364e-01, 1.76385429e-03, 4.99451727e-01],\n ...,\n [1.07997000e+06, 9.82428417e-02, 3.32724005e-01, ...,\n 5.19781172e-01, 3.46983434e-03, 4.98314410e-01],\n [1.07998000e+06, 9.82425734e-02, 3.32723618e-01, ...,\n 5.19780576e-01, 3.46983038e-03, 4.98314410e-01],\n [1.07999000e+06, 9.82423127e-02, 3.32723379e-01, ...,\n 5.19780159e-01, 3.46982758e-03, 4.98314410e-01]]), 8780337: array([[0.00000000e+00, 6.48301691e-02, 2.44687647e-01, ...,\n 3.86679649e-01, 2.32519326e-03, 4.98100400e-01],\n [1.00000000e+01, 6.48307279e-02, 2.44691744e-01, ...,\n 3.86685669e-01, 2.32522958e-03, 4.98100430e-01],\n [2.00000000e+01, 6.48312867e-02, 2.44692460e-01, ...,\n 3.86686713e-01, 2.32523587e-03, 4.98100430e-01],\n ...,\n [1.07997000e+06, 1.67586997e-01, 3.43964338e-01, ...,\n 5.27846813e-01, 3.17406375e-03, 4.96699303e-01],\n [1.07998000e+06, 1.67586565e-01, 3.43964010e-01, ...,\n 5.27846336e-01, 3.17406096e-03, 4.96699303e-01],\n [1.07999000e+06, 1.67586133e-01, 3.43963742e-01, ...,\n 5.27845919e-01, 3.17405839e-03, 4.96699303e-01]]), 8780339: array([[0.00000000e+00, 2.52256561e-02, 2.33622536e-01, ...,\n 3.75476450e-01, 2.10233172e-03, 4.99524564e-01],\n [1.00000000e+01, 2.52258405e-02, 2.33632088e-01, ...,\n 3.75491023e-01, 2.10241345e-03, 4.99524534e-01],\n [2.00000000e+01, 2.52260249e-02, 2.33632609e-01, ...,\n 3.75491798e-01, 2.10241764e-03, 4.99524534e-01],\n ...,\n [1.07997000e+06, 7.56854489e-02, 3.51166338e-01, ...,\n 5.49361229e-01, 3.07593076e-03, 4.99092549e-01],\n [1.07998000e+06, 7.56853446e-02, 3.51166099e-01, ...,\n 5.49360931e-01, 3.07592913e-03, 4.99092549e-01],\n [1.07999000e+06, 7.56852478e-02, 3.51165980e-01, ...,\n 5.49360752e-01, 3.07592819e-03, 4.99092549e-01]]), 8780341: array([[0.00000000e+00, 2.33159065e-01, 3.51222426e-01, ...,\n 5.34965932e-01, 2.46641738e-03, 4.96276110e-01],\n [1.00000000e+01, 2.33160093e-01, 3.51261288e-01, ...,\n 5.35018802e-01, 2.46666116e-03, 4.96276915e-01],\n [2.00000000e+01, 2.33161107e-01, 3.51261020e-01, ...,\n 5.35018444e-01, 2.46665953e-03, 4.96276885e-01],\n ...,\n [1.07997000e+06, 3.26522440e-01, 3.95022541e-01, ...,\n 5.93844771e-01, 2.73787370e-03, 4.95629966e-01],\n [1.07998000e+06, 3.26521724e-01, 3.95022184e-01, ...,\n 5.93844354e-01, 2.73787184e-03, 4.95629966e-01],\n [1.07999000e+06, 3.26521039e-01, 3.95022005e-01, ...,\n 5.93843997e-01, 2.73786997e-03, 4.95629966e-01]]), 8778333: array([[0.00000000e+00, 7.77896401e-03, 1.22134566e-01, ...,\n 1.99871823e-01, 1.95760839e-03, 4.99298722e-01],\n [1.00000000e+01, 7.77899427e-03, 1.22146554e-01, ...,\n 1.99890941e-01, 1.95779558e-03, 4.99298245e-01],\n [2.00000000e+01, 7.77902454e-03, 1.22146621e-01, ...,\n 1.99891031e-01, 1.95779651e-03, 4.99298245e-01],\n ...,\n [1.07997000e+06, 4.70201448e-02, 2.43237332e-01, ...,\n 3.86213094e-01, 3.78269423e-03, 4.97975588e-01],\n [1.07998000e+06, 4.70199920e-02, 2.43237019e-01, ...,\n 3.86212647e-01, 3.78268980e-03, 4.97975618e-01],\n [1.07999000e+06, 4.70198430e-02, 2.43236765e-01, ...,\n 3.86212260e-01, 3.78268608e-03, 4.97975618e-01]]), 8778335: array([[0.00000000e+00, 2.25106273e-02, 1.65949196e-01, ...,\n 2.67840981e-01, 2.13930500e-03, 4.98595297e-01],\n [1.00000000e+01, 2.25106906e-02, 1.65945306e-01, ...,\n 2.67834991e-01, 2.13925727e-03, 4.98595297e-01],\n [2.00000000e+01, 2.25107539e-02, 1.65945560e-01, ...,\n 2.67835379e-01, 2.13926029e-03, 4.98595297e-01],\n ...,\n [1.07997000e+06, 1.19760245e-01, 3.07711691e-01, ...,\n 4.76291716e-01, 3.80424713e-03, 4.96256322e-01],\n [1.07998000e+06, 1.19759828e-01, 3.07711273e-01, ...,\n 4.76291239e-01, 3.80424317e-03, 4.96256322e-01],\n [1.07999000e+06, 1.19759411e-01, 3.07710946e-01, ...,\n 4.76290762e-01, 3.80423944e-03, 4.96256322e-01]]), 8778337: array([[0.00000000e+00, 1.30094028e+00, 4.43614393e-01, ...,\n 6.76642239e-01, 2.72619771e-03, 4.90934610e-01],\n [1.00000000e+01, 1.30096257e+00, 4.43623453e-01, ...,\n 6.76654518e-01, 2.72624707e-03, 4.90926534e-01],\n [2.00000000e+01, 1.30098498e+00, 4.43626136e-01, ...,\n 6.76658154e-01, 2.72626174e-03, 4.90926445e-01],\n ...,\n [1.07997000e+06, 2.28947210e+00, 5.36871493e-01, ...,\n 8.01830173e-01, 3.23058106e-03, 4.87597495e-01],\n [1.07998000e+06, 2.28945255e+00, 5.36870062e-01, ...,\n 8.01828146e-01, 3.23057291e-03, 4.87597555e-01],\n [1.07999000e+06, 2.28943300e+00, 5.36868572e-01, ...,\n 8.01826179e-01, 3.23056499e-03, 4.87597615e-01]]), 8778339: array([[0.00000000e+00, 4.70849466e+00, 3.01094711e-01, ...,\n 2.00570717e-01, 2.67427624e-03, 2.50000000e-01],\n [1.00000000e+01, 4.70851040e+00, 3.01090866e-01, ...,\n 2.00565904e-01, 2.67421221e-03, 2.50000000e-01],\n [2.00000000e+01, 4.70852613e+00, 3.01091075e-01, ...,\n 2.00566128e-01, 2.67421501e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.69697380e+00, 3.38032573e-01, ...,\n 2.49176607e-01, 3.32235475e-03, 2.50000000e-01],\n [1.07998000e+06, 8.69689560e+00, 3.38031977e-01, ...,\n 2.49175727e-01, 3.32234311e-03, 2.50000000e-01],\n [1.07999000e+06, 8.69681740e+00, 3.38031352e-01, ...,\n 2.49174878e-01, 3.32233170e-03, 2.50000000e-01]]), 8778341: array([[0.00000000e+00, 3.82515863e-02, 3.11763912e-01, ...,\n 4.95541066e-01, 1.99653953e-03, 4.99683380e-01],\n [1.00000000e+01, 3.82518508e-02, 3.11741740e-01, ...,\n 4.95508075e-01, 1.99640659e-03, 4.99683380e-01],\n [2.00000000e+01, 3.82521115e-02, 3.11742902e-01, ...,\n 4.95509863e-01, 1.99641380e-03, 4.99683380e-01],\n ...,\n [1.07997000e+06, 4.95098010e-02, 3.42945695e-01, ...,\n 5.41536927e-01, 2.18185713e-03, 4.99631435e-01],\n [1.07998000e+06, 4.95096184e-02, 3.42945188e-01, ...,\n 5.41536331e-01, 2.18185480e-03, 4.99631435e-01],\n [1.07999000e+06, 4.95094359e-02, 3.42944741e-01, ...,\n 5.41535556e-01, 2.18185154e-03, 4.99631435e-01]]), 8778343: array([[0.00000000e+00, 9.07330438e-02, 3.43754381e-01, ...,\n 5.42755961e-01, 7.30492547e-03, 4.97801453e-01],\n [1.00000000e+01, 9.07337591e-02, 3.43731761e-01, ...,\n 5.42722821e-01, 7.30447937e-03, 4.97801274e-01],\n [2.00000000e+01, 9.07344669e-02, 3.43733191e-01, ...,\n 5.42724907e-01, 7.30450777e-03, 4.97801274e-01],\n ...,\n [1.07997000e+06, 1.26354143e-01, 3.87791246e-01, ...,\n 6.06585979e-01, 8.16401094e-03, 4.97331351e-01],\n [1.07998000e+06, 1.26353815e-01, 3.87790799e-01, ...,\n 6.06585383e-01, 8.16400256e-03, 4.97331351e-01],\n [1.07999000e+06, 1.26353487e-01, 3.87790442e-01, ...,\n 6.06584847e-01, 8.16399511e-03, 4.97331381e-01]]), 8778345: array([[0.00000000e+00, 2.09499285e-01, 3.27099025e-01, ...,\n 5.10127068e-01, 2.31035799e-03, 4.97445107e-01],\n [1.00000000e+01, 2.09499285e-01, 3.27011675e-01, ...,\n 5.10002494e-01, 2.30979384e-03, 4.97443616e-01],\n [2.00000000e+01, 2.09499270e-01, 3.27013344e-01, ...,\n 5.10004878e-01, 2.30980455e-03, 4.97443646e-01],\n ...,\n [1.07997000e+06, 3.71647894e-01, 4.00309712e-01, ...,\n 6.12555206e-01, 2.77425349e-03, 4.96444285e-01],\n [1.07998000e+06, 3.71645898e-01, 4.00308967e-01, ...,\n 6.12554193e-01, 2.77424906e-03, 4.96444285e-01],\n [1.07999000e+06, 3.71643931e-01, 4.00308281e-01, ...,\n 6.12553298e-01, 2.77424487e-03, 4.96444285e-01]]), 8778347: array([[0.00000000e+00, 6.17352724e+00, 4.69038099e-01, ...,\n 6.88519001e-01, 3.28648696e-03, 4.31678504e-01],\n [1.00000000e+01, 6.17355394e+00, 5.98001480e-01, ...,\n 3.62639993e-01, 1.73097861e-03, 4.60611045e-01],\n [2.00000000e+01, 6.17360067e+00, 4.69082475e-01, ...,\n 6.88576460e-01, 3.28676123e-03, 4.31769788e-01],\n ...,\n [1.07997000e+06, 1.19598188e+01, 6.62036002e-01, ...,\n 4.35854405e-01, 2.08045077e-03, 4.36139762e-01],\n [1.07998000e+06, 1.19597054e+01, 6.62034988e-01, ...,\n 4.35853094e-01, 2.08044448e-03, 4.36140180e-01],\n [1.07999000e+06, 1.19595928e+01, 6.62033975e-01, ...,\n 4.35851753e-01, 2.08043796e-03, 4.36140597e-01]]), 8778353: array([[0.00000000e+00, 6.16205645e+00, 9.56423134e-02, ...,\n 8.18018541e-02, 1.18898042e-03, 2.50000000e-01],\n [1.00000000e+01, 6.16208935e+00, 9.56424475e-02, ...,\n 8.18020180e-02, 1.18898286e-03, 2.50000000e-01],\n [2.00000000e+01, 6.16212225e+00, 9.56425741e-02, ...,\n 8.18022043e-02, 1.18898554e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.20669031e+01, 1.14291057e-01, ...,\n 1.07879542e-01, 1.56801660e-03, 2.50000000e-01],\n [1.07998000e+06, 1.20667849e+01, 1.14290752e-01, ...,\n 1.07879102e-01, 1.56801019e-03, 2.50000000e-01],\n [1.07999000e+06, 1.20666656e+01, 1.14290431e-01, ...,\n 1.07878648e-01, 1.56800367e-03, 2.50000000e-01]]), 8778363: array([[0.00000000e+00, 6.18286324e+00, 7.62723804e-01, ...,\n 1.15254354e+00, 3.49998055e-03, 4.93245900e-01],\n [1.00000000e+01, 6.18289328e+00, 7.62724280e-01, ...,\n 1.15254426e+00, 3.49998265e-03, 4.93246317e-01],\n [2.00000000e+01, 6.18292284e+00, 7.62725532e-01, ...,\n 1.15254593e+00, 3.49998777e-03, 4.93246317e-01],\n ...,\n [1.07997000e+06, 1.23941212e+01, 1.13155806e+00, ...,\n 6.93423569e-01, 2.10575038e-03, 4.93957281e-01],\n [1.07998000e+06, 1.23939524e+01, 9.59376872e-01, ...,\n 1.41195762e+00, 4.28775465e-03, 4.90164816e-01],\n [1.07999000e+06, 1.23938694e+01, 1.13155103e+00, ...,\n 6.93425715e-01, 2.10575690e-03, 4.93957430e-01]]), 8778423: array([[0.00000000e+00, 1.76085814e-04, 4.04486544e-02, ...,\n 6.72033429e-02, 3.95313790e-03, 4.99917060e-01],\n [1.00000000e+01, 1.76087153e-04, 4.04890664e-02, ...,\n 6.72701746e-02, 3.95706901e-03, 4.99917120e-01],\n [2.00000000e+01, 1.76088448e-04, 4.05023657e-02, ...,\n 6.72921613e-02, 3.95836262e-03, 4.99917150e-01],\n ...,\n [1.07997000e+06, 2.02469295e-03, 1.25928909e-01, ...,\n 2.06365198e-01, 1.21391295e-02, 4.99072760e-01],\n [1.07998000e+06, 2.02469155e-03, 1.25928864e-01, ...,\n 2.06365138e-01, 1.21391257e-02, 4.99072760e-01],\n [1.07999000e+06, 2.02469015e-03, 1.25928834e-01, ...,\n 2.06365108e-01, 1.21391239e-02, 4.99072760e-01]]), 8778425: array([[0.00000000e+00, 2.75549721e-02, 1.02316201e-01, ...,\n 1.57603472e-01, 7.16379425e-03, 3.52228284e-01],\n [1.00000000e+01, 2.75550764e-02, 1.02142662e-01, ...,\n 1.57362536e-01, 7.15284282e-03, 3.51281285e-01],\n [2.00000000e+01, 2.75551826e-02, 1.02146149e-01, ...,\n 1.57367364e-01, 7.15306215e-03, 3.51288408e-01],\n ...,\n [1.07997000e+06, 4.11565751e-02, 1.17370859e-01, ...,\n 1.78208470e-01, 8.10038485e-03, 3.12526524e-01],\n [1.07998000e+06, 4.11564149e-02, 1.17370717e-01, ...,\n 1.78208262e-01, 8.10037553e-03, 3.12526971e-01],\n [1.07999000e+06, 4.11562547e-02, 1.17370546e-01, ...,\n 1.78208038e-01, 8.10036529e-03, 3.12527359e-01]]), 8778429: array([[0.00000000e+00, 3.20360251e-02, 3.10371101e-01, ...,\n 4.97319698e-01, 1.73888002e-02, 4.98198062e-01],\n [1.00000000e+01, 3.20360698e-02, 3.10384184e-01, ...,\n 4.97339487e-01, 1.73894931e-02, 4.98198032e-01],\n [2.00000000e+01, 3.20361108e-02, 3.10384125e-01, ...,\n 4.97339398e-01, 1.73894893e-02, 4.98198032e-01],\n ...,\n [1.07997000e+06, 3.56320404e-02, 3.23071450e-01, ...,\n 5.16501307e-01, 1.80594865e-02, 4.98081326e-01],\n [1.07998000e+06, 3.56320180e-02, 3.23071361e-01, ...,\n 5.16501188e-01, 1.80594828e-02, 4.98081326e-01],\n [1.07999000e+06, 3.56319919e-02, 3.23071271e-01, ...,\n 5.16501009e-01, 1.80594753e-02, 4.98081326e-01]]), 8778437: array([[0.00000000e+00, 1.91468338e-03, 6.68211803e-02, ...,\n 1.10215344e-01, 2.81161605e-03, 4.98686999e-01],\n [1.00000000e+01, 1.91469525e-03, 6.68272376e-02, ...,\n 1.10225216e-01, 2.81186774e-03, 4.98689473e-01],\n [2.00000000e+01, 1.91470701e-03, 6.68274462e-02, ...,\n 1.10225551e-01, 2.81187636e-03, 4.98689473e-01],\n ...,\n [1.07997000e+06, 1.30759450e-02, 1.42145574e-01, ...,\n 2.29642004e-01, 5.85821457e-03, 4.95959997e-01],\n [1.07998000e+06, 1.30759105e-02, 1.42145455e-01, ...,\n 2.29641825e-01, 5.85820992e-03, 4.95959997e-01],\n [1.07999000e+06, 1.30758751e-02, 1.42145321e-01, ...,\n 2.29641587e-01, 5.85820386e-03, 4.95959997e-01]]), 8778443: array([[0.00000000e+00, 3.37467855e-03, 7.89928213e-02, ...,\n 1.28623605e-01, 3.85100604e-03, 4.95122552e-01],\n [1.00000000e+01, 3.37469741e-03, 7.89784864e-02, ...,\n 1.28601044e-01, 3.85033060e-03, 4.95126575e-01],\n [2.00000000e+01, 3.37471603e-03, 7.89787918e-02, ...,\n 1.28601506e-01, 3.85034434e-03, 4.95126516e-01],\n ...,\n [1.07997000e+06, 3.06830294e-02, 1.80482313e-01, ...,\n 2.79630005e-01, 8.37215595e-03, 4.82116610e-01],\n [1.07998000e+06, 3.06829084e-02, 1.80482060e-01, ...,\n 2.79629618e-01, 8.37214384e-03, 4.82116640e-01],\n [1.07999000e+06, 3.06827892e-02, 1.80481836e-01, ...,\n 2.79629290e-01, 8.37213453e-03, 4.82116699e-01]]), 8778725: array([[0.00000000e+00, 2.88757321e-04, 7.19331205e-03, ...,\n 1.11125885e-02, 7.31091364e-04, 2.50000000e-01],\n [1.00000000e+01, 2.88759096e-04, 7.19332788e-03, ...,\n 1.11126108e-02, 7.31092819e-04, 2.50000000e-01],\n [2.00000000e+01, 2.88760872e-04, 7.19334371e-03, ...,\n 1.11126322e-02, 7.31094275e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.17602712e-03, 1.15115633e-02, ...,\n 1.67867392e-02, 1.10439083e-03, 2.50000000e-01],\n [1.07998000e+06, 1.17602246e-03, 1.15115494e-02, ...,\n 1.67867225e-02, 1.10438967e-03, 2.50000000e-01],\n [1.07999000e+06, 1.17601780e-03, 1.15115363e-02, ...,\n 1.67867038e-02, 1.10438850e-03, 2.50000000e-01]]), 8778733: array([[0.00000000e+00, 6.52402196e-06, 1.78678299e-03, ...,\n 2.93616671e-03, 1.85833342e-04, 2.50000000e-01],\n [1.00000000e+01, 6.52404060e-06, 1.78679114e-03, ...,\n 2.93617998e-03, 1.85834171e-04, 2.50000000e-01],\n [2.00000000e+01, 6.52405924e-06, 1.78679428e-03, ...,\n 2.93618487e-03, 1.85834491e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.08104912e-04, 5.66177256e-03, ...,\n 8.76594242e-03, 5.54806495e-04, 2.50000000e-01],\n [1.07998000e+06, 1.08104607e-04, 5.66176604e-03, ...,\n 8.76593217e-03, 5.54805854e-04, 2.50000000e-01],\n [1.07999000e+06, 1.08104301e-04, 5.66176092e-03, ...,\n 8.76592565e-03, 5.54805447e-04, 2.50000000e-01]]), 8776699: array([[0.00000000e+00, 2.56405864e-02, 2.91809469e-01, ...,\n 4.64431137e-01, 3.78818228e-03, 4.99493033e-01],\n [1.00000000e+01, 2.56404337e-02, 2.91796982e-01, ...,\n 4.64412451e-01, 3.78802978e-03, 4.99493062e-01],\n [2.00000000e+01, 2.56402828e-02, 2.91796476e-01, ...,\n 4.64411765e-01, 3.78802419e-03, 4.99493062e-01],\n ...,\n [1.07997000e+06, 1.76918376e-02, 2.53807753e-01, ...,\n 4.07250494e-01, 3.32178222e-03, 4.99592781e-01],\n [1.07998000e+06, 1.76917892e-02, 2.53807485e-01, ...,\n 4.07250077e-01, 3.32177873e-03, 4.99592781e-01],\n [1.07999000e+06, 1.76917408e-02, 2.53807217e-01, ...,\n 4.07249659e-01, 3.32177547e-03, 4.99592781e-01]]), 8778571: array([[0.00000000e+00, 1.41488999e-04, 4.85030515e-03, ...,\n 7.82319717e-03, 9.77899693e-03, 2.50000000e-01],\n [1.00000000e+01, 1.41489567e-04, 4.85031260e-03, ...,\n 7.82320835e-03, 9.77900997e-03, 2.50000000e-01],\n [2.00000000e+01, 1.41490134e-04, 4.85032052e-03, ...,\n 7.82321952e-03, 9.77902487e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.62973627e-03, 1.17284395e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07998000e+06, 1.62973569e-03, 1.17284385e-02, ...,\n 1.75818484e-02, 2.19773110e-02, 2.50000000e-01],\n [1.07999000e+06, 1.62973499e-03, 1.17284376e-02, ...,\n 1.75818466e-02, 2.19773091e-02, 2.50000000e-01]]), 8778575: array([[0.00000000e+00, 1.99058466e-03, 1.15857534e-02, ...,\n 1.77355167e-02, 1.10846981e-02, 2.50000000e-01],\n [1.00000000e+01, 1.99058885e-03, 1.15413768e-02, ...,\n 1.76747274e-02, 1.10467048e-02, 2.50000000e-01],\n [2.00000000e+01, 1.99059304e-03, 1.15422234e-02, ...,\n 1.76758878e-02, 1.10474303e-02, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.06753218e-02, 2.87923198e-02, ...,\n 2.19736248e-02, 1.37335155e-02, 2.50000000e-01],\n [1.07998000e+06, 3.06752063e-02, 2.87923012e-02, ...,\n 2.19735950e-02, 1.37334969e-02, 2.50000000e-01],\n [1.07999000e+06, 3.06750908e-02, 2.87922826e-02, ...,\n 2.19735671e-02, 1.37334792e-02, 2.50000000e-01]]), 8778583: array([[0.00000000e+00, 2.77352729e-03, 1.76582336e-02, ...,\n 1.18251471e-02, 1.07501342e-03, 2.50000000e-01],\n [1.00000000e+01, 2.77349493e-03, 1.49574680e-02, ...,\n 2.10108608e-02, 1.91007834e-03, 2.50000000e-01],\n [2.00000000e+01, 2.77347676e-03, 1.76583044e-02, ...,\n 1.18252439e-02, 1.07502216e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88325439e-03, 1.62331257e-02, ...,\n 1.03868712e-02, 9.44261032e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88324356e-03, 1.33452741e-02, ...,\n 1.90485809e-02, 1.73168920e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88323786e-03, 1.62330456e-02, ...,\n 1.03868349e-02, 9.44257714e-04, 2.50000000e-01]]), 8778585: array([[0.00000000e+00, 6.68685650e-04, 1.02807274e-02, ...,\n 1.47796031e-02, 8.85006157e-04, 2.50000000e-01],\n [1.00000000e+01, 6.68687338e-04, 1.02807339e-02, ...,\n 1.47796124e-02, 8.85006739e-04, 2.50000000e-01],\n [2.00000000e+01, 6.68689026e-04, 1.02807423e-02, ...,\n 1.47796208e-02, 8.85007204e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.49447034e-04, 1.06413541e-02, ...,\n 1.52193448e-02, 9.11337964e-04, 2.50000000e-01],\n [1.07998000e+06, 7.49443192e-04, 1.06413383e-02, ...,\n 1.52193271e-02, 9.11336916e-04, 2.50000000e-01],\n [1.07999000e+06, 7.49439350e-04, 1.06413215e-02, ...,\n 1.52193075e-02, 9.11335752e-04, 2.50000000e-01]]), 8778587: array([[0.00000000e+00, 1.46193057e-03, 1.26608526e-02, ...,\n 1.79690868e-02, 1.69519684e-03, 2.50000000e-01],\n [1.00000000e+01, 1.46192394e-03, 1.55264363e-02, ...,\n 1.00284331e-02, 9.46078624e-04, 2.50000000e-01],\n [2.00000000e+01, 1.46191171e-03, 1.26608266e-02, ...,\n 1.79690570e-02, 1.69519405e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.34445576e-03, 1.45615982e-02, ...,\n 9.87655111e-03, 9.31750110e-04, 2.50000000e-01],\n [1.07998000e+06, 1.34444702e-03, 1.23471487e-02, ...,\n 1.75877083e-02, 1.65921776e-03, 2.50000000e-01],\n [1.07999000e+06, 1.34444213e-03, 1.45615572e-02, ...,\n 9.87659581e-03, 9.31754359e-04, 2.50000000e-01]]), 8778589: array([[0.00000000e+00, 1.11990301e-02, 2.36048717e-02, ...,\n 1.63950343e-02, 1.27093284e-03, 2.50000000e-01],\n [1.00000000e+01, 1.11989714e-02, 2.36048494e-02, ...,\n 1.63950045e-02, 1.27093063e-03, 2.50000000e-01],\n [2.00000000e+01, 1.11989127e-02, 2.36048307e-02, ...,\n 1.63949765e-02, 1.27092842e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.57418496e-03, 2.26661991e-02, ...,\n 1.50875142e-02, 1.16957480e-03, 2.50000000e-01],\n [1.07998000e+06, 8.57414305e-03, 2.26661824e-02, ...,\n 1.50874937e-02, 1.16957317e-03, 2.50000000e-01],\n [1.07999000e+06, 8.57410114e-03, 2.26661693e-02, ...,\n 1.50874741e-02, 1.16957165e-03, 2.50000000e-01]]), 8778591: array([[0.00000000e+00, 5.86216375e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 5.85852306e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 5.85488462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.12804526e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778593: array([[0.00000000e+00, 1.07079558e-03, 1.43937366e-02, ...,\n 9.56768729e-03, 8.31972808e-04, 2.50000000e-01],\n [1.00000000e+01, 1.07077078e-03, 1.18891718e-02, ...,\n 1.66938379e-02, 1.45163806e-03, 2.50000000e-01],\n [2.00000000e+01, 1.07075670e-03, 1.43939611e-02, ...,\n 9.56796110e-03, 8.31996615e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.58009434e-04, 1.02645671e-02, ...,\n 1.47312284e-02, 1.28097646e-03, 2.50000000e-01],\n [1.07998000e+06, 6.58006582e-04, 1.02645531e-02, ...,\n 1.47312107e-02, 1.28097483e-03, 2.50000000e-01],\n [1.07999000e+06, 6.58003730e-04, 1.02645401e-02, ...,\n 1.47311939e-02, 1.28097343e-03, 2.50000000e-01]]), 8778595: array([[0.00000000e+00, 2.10566600e-06, 9.43416380e-04, ...,\n 1.56547781e-03, 1.22302954e-04, 3.50574523e-01],\n [1.00000000e+01, 2.10448297e-06, 9.41228296e-04, ...,\n 1.56187091e-03, 1.22021163e-04, 3.50435138e-01],\n [2.00000000e+01, 2.10330131e-06, 9.40303609e-04, ...,\n 1.56034657e-03, 1.21902078e-04, 3.50435406e-01],\n ...,\n [1.07997000e+06, 2.82915670e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07998000e+06, 2.82742163e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01],\n [1.07999000e+06, 2.82568760e-11, 8.37377513e-07, ...,\n 1.39562883e-06, 1.09033500e-07, 4.99997586e-01]]), 8778597: array([[0.00000000e+00, 1.01312867e-03, 1.41610950e-01, ...,\n 2.34009758e-01, 1.82820130e-02, 4.99918312e-01],\n [1.00000000e+01, 1.01312867e-03, 1.41571745e-01, ...,\n 2.33945802e-01, 1.82770155e-02, 4.99918252e-01],\n [2.00000000e+01, 1.01312867e-03, 1.41564429e-01, ...,\n 2.33933836e-01, 1.82760805e-02, 4.99918252e-01],\n ...,\n [1.07997000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07998000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01],\n [1.07999000e+06, 6.50518807e-04, 1.16184495e-01, ...,\n 1.92411363e-01, 1.50321377e-02, 4.99942869e-01]]), 8778599: array([[0.00000000e+00, 4.29188833e-03, 1.24442779e-01, ...,\n 1.98536322e-01, 9.54501517e-03, 4.94031847e-01],\n [1.00000000e+01, 4.29188833e-03, 1.24432050e-01, ...,\n 1.98520228e-01, 9.54424217e-03, 4.94032979e-01],\n [2.00000000e+01, 4.29188833e-03, 1.24432184e-01, ...,\n 1.98520452e-01, 9.54425242e-03, 4.94032979e-01],\n ...,\n [1.07997000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07998000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01],\n [1.07999000e+06, 5.32950461e-03, 1.34921744e-01, ...,\n 2.14137137e-01, 1.02950549e-02, 4.93216187e-01]]), 8778601: array([[0.00000000e+00, 2.70264153e-03, 1.71096697e-02, ...,\n 1.19926557e-02, 7.63863442e-04, 2.50000000e-01],\n [1.00000000e+01, 2.70263990e-03, 1.71096697e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n [2.00000000e+01, 2.70263827e-03, 1.71096660e-02, ...,\n 1.19926529e-02, 7.63863267e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.32237554e-03, 1.67535711e-02, ...,\n 1.14653511e-02, 7.30277156e-04, 2.50000000e-01],\n [1.07998000e+06, 2.32235319e-03, 1.44492928e-02, ...,\n 2.01501306e-02, 1.28344784e-03, 2.50000000e-01],\n [1.07999000e+06, 2.32234038e-03, 1.67535357e-02, ...,\n 1.14653008e-02, 7.30273954e-04, 2.50000000e-01]]), 8778603: array([[0.00000000e+00, 1.06547622e-03, 1.43830488e-02, ...,\n 9.55479965e-03, 8.68618197e-04, 2.50000000e-01],\n [1.00000000e+01, 1.06545212e-03, 1.18721435e-02, ...,\n 1.66734084e-02, 1.51576439e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06543850e-03, 1.43832508e-02, ...,\n 9.55504179e-03, 8.68640200e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.63718442e-04, 1.02914581e-02, ...,\n 1.47640267e-02, 1.34218426e-03, 2.50000000e-01],\n [1.07998000e+06, 6.63715589e-04, 1.02914460e-02, ...,\n 1.47640128e-02, 1.34218298e-03, 2.50000000e-01],\n [1.07999000e+06, 6.63712737e-04, 1.02914311e-02, ...,\n 1.47639951e-02, 1.34218147e-03, 2.50000000e-01]]), 8778605: array([[0.00000000e+00, 6.73570810e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.73211046e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.72851462e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.31161536e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778607: array([[0.00000000e+00, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [1.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n [2.00000000e+01, 7.20244600e-03, 2.82221079e-01, ...,\n 4.60045338e-01, 2.93022506e-02, 4.99543190e-01],\n ...,\n [1.07997000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07998000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01],\n [1.07999000e+06, 9.92034189e-03, 3.19718152e-01, ...,\n 5.18889785e-01, 3.30503061e-02, 4.99448657e-01]]), 8778609: array([[0.00000000e+00, 4.61649586e-04, 7.71214720e-03, ...,\n 1.20384004e-02, 8.47774732e-04, 2.50000000e-01],\n [1.00000000e+01, 4.61659743e-04, 7.71220913e-03, ...,\n 1.20384889e-02, 8.47780961e-04, 2.50000000e-01],\n [2.00000000e+01, 4.61669901e-04, 7.71227060e-03, ...,\n 1.20385773e-02, 8.47787189e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.57163125e-03, 1.75115839e-02, ...,\n 2.47506555e-02, 1.74300396e-03, 2.50000000e-01],\n [1.07998000e+06, 5.57160750e-03, 2.07131207e-02, ...,\n 1.37097184e-02, 9.65473184e-04, 2.50000000e-01],\n [1.07999000e+06, 5.57156513e-03, 1.75115205e-02, ...,\n 2.47505810e-02, 1.74299872e-03, 2.50000000e-01]]), 8778611: array([[0.00000000e+00, 2.08389107e-02, 2.68489905e-02, ...,\n 1.91298500e-02, 1.40660664e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08387356e-02, 2.68489514e-02, ...,\n 1.91297941e-02, 1.40660256e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08385605e-02, 2.68489178e-02, ...,\n 1.91297401e-02, 1.40659860e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.02432089e-02, 2.67179310e-02, ...,\n 1.89388189e-02, 1.39256031e-03, 2.50000000e-01],\n [1.07998000e+06, 2.02430990e-02, 2.67179105e-02, ...,\n 1.89387836e-02, 1.39255763e-03, 2.50000000e-01],\n [1.07999000e+06, 2.02429891e-02, 2.67178863e-02, ...,\n 1.89387482e-02, 1.39255507e-03, 2.50000000e-01]]), 8778743: array([[0.00000000e+00, 1.35981455e-03, 7.44044036e-02, ...,\n 1.22551255e-01, 3.19977151e-03, 4.99168932e-01],\n [1.00000000e+01, 1.35981722e-03, 7.44116902e-02, ...,\n 1.22563049e-01, 3.20007955e-03, 4.99169946e-01],\n [2.00000000e+01, 1.35981990e-03, 7.44118243e-02, ...,\n 1.22563273e-01, 3.20008537e-03, 4.99169946e-01],\n ...,\n [1.07997000e+06, 7.70821236e-03, 1.47145897e-01, ...,\n 2.37567097e-01, 6.20279601e-03, 4.97708470e-01],\n [1.07998000e+06, 7.70820957e-03, 1.47145882e-01, ...,\n 2.37567067e-01, 6.20279554e-03, 4.97708470e-01],\n [1.07999000e+06, 7.70820677e-03, 1.47145867e-01, ...,\n 2.37567052e-01, 6.20279508e-03, 4.97708470e-01]]), 8778613: array([[0.00000000e+00, 1.61449099e-03, 1.15024168e-02, ...,\n 1.73583627e-02, 9.18431848e-04, 2.50000000e-01],\n [1.00000000e+01, 1.61450438e-03, 1.15024522e-02, ...,\n 1.73584055e-02, 9.18434118e-04, 2.50000000e-01],\n [2.00000000e+01, 1.61451777e-03, 1.15024839e-02, ...,\n 1.73584484e-02, 9.18436388e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 7.86772370e-03, 2.23083980e-02, ...,\n 1.48727223e-02, 7.86916527e-04, 2.50000000e-01],\n [1.07998000e+06, 7.86764175e-03, 1.89981777e-02, ...,\n 2.68428307e-02, 1.42025552e-03, 2.50000000e-01],\n [1.07999000e+06, 7.86759704e-03, 2.23084800e-02, ...,\n 1.48728276e-02, 7.86922057e-04, 2.50000000e-01]]), 8778615: array([[0.00000000e+00, 7.81406052e-05, 4.62748716e-03, ...,\n 7.37019582e-03, 4.69439226e-04, 2.50000000e-01],\n [1.00000000e+01, 7.81396666e-05, 4.62746620e-03, ...,\n 7.37016601e-03, 4.69437335e-04, 2.50000000e-01],\n [2.00000000e+01, 7.81387280e-05, 4.62744525e-03, ...,\n 7.37013342e-03, 4.69435268e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 6.76941941e-04, 9.88342706e-03, ...,\n 1.45827290e-02, 9.28836234e-04, 2.50000000e-01],\n [1.07998000e+06, 6.76938449e-04, 9.88341123e-03, ...,\n 1.45827085e-02, 9.28834954e-04, 2.50000000e-01],\n [1.07999000e+06, 6.76934957e-04, 9.88339540e-03, ...,\n 1.45826889e-02, 9.28833731e-04, 2.50000000e-01]]), 8778617: array([[0.00000000e+00, 3.64686875e-03, 2.12651685e-01, ...,\n 3.47943962e-01, 1.96578503e-02, 4.99625832e-01],\n [1.00000000e+01, 3.64686875e-03, 2.12650493e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n [2.00000000e+01, 3.64686898e-03, 2.12650508e-01, ...,\n 3.47942114e-01, 1.96577460e-02, 4.99625742e-01],\n ...,\n [1.07997000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07998000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01],\n [1.07999000e+06, 5.55154914e-03, 2.50876814e-01, ...,\n 4.08436000e-01, 2.30754800e-02, 4.99521464e-01]]), 8778619: array([[0.00000000e+00, 2.05523893e-03, 1.39395669e-02, ...,\n 1.95538700e-02, 1.71525171e-03, 2.50000000e-01],\n [1.00000000e+01, 2.05521658e-03, 1.65214874e-02, ...,\n 1.10740233e-02, 9.71405534e-04, 2.50000000e-01],\n [2.00000000e+01, 2.05517677e-03, 1.39394449e-02, ...,\n 1.95537191e-02, 1.71523856e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.37149030e-03, 1.46074397e-02, ...,\n 1.01148197e-02, 8.87264905e-04, 2.50000000e-01],\n [1.07998000e+06, 1.37148390e-03, 1.23785678e-02, ...,\n 1.76609345e-02, 1.54920481e-03, 2.50000000e-01],\n [1.07999000e+06, 1.37148018e-03, 1.46074090e-02, ...,\n 1.01148738e-02, 8.87269620e-04, 2.50000000e-01]]), 8778621: array([[0.00000000e+00, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [1.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n [2.00000000e+01, 3.23716132e-03, 3.01722109e-01, ...,\n 4.94178474e-01, 3.36175859e-02, 4.99870777e-01],\n ...,\n [1.07997000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07998000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01],\n [1.07999000e+06, 2.65212497e-03, 2.78591126e-01, ...,\n 4.57172662e-01, 3.11001819e-02, 4.99884874e-01]]), 8778623: array([[0.00000000e+00, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [1.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n [2.00000000e+01, 4.88776993e-03, 1.96572065e-01, ...,\n 3.15190822e-01, 2.07362399e-02, 4.98011887e-01],\n ...,\n [1.07997000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07998000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01],\n [1.07999000e+06, 4.78233211e-03, 1.94951087e-01, ...,\n 3.12732607e-01, 2.05745138e-02, 4.98037398e-01]]), 8778625: array([[0.00000000e+00, 4.51784674e-03, 1.98937319e-02, ...,\n 1.30539630e-02, 1.03602884e-03, 2.50000000e-01],\n [1.00000000e+01, 4.51785047e-03, 1.66158192e-02, ...,\n 2.35340055e-02, 1.86777825e-03, 2.50000000e-01],\n [2.00000000e+01, 4.51785233e-03, 1.98938902e-02, ...,\n 1.30541604e-02, 1.03604456e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 4.28951485e-03, 1.63637623e-02, ...,\n 2.32251380e-02, 1.84326502e-03, 2.50000000e-01],\n [1.07998000e+06, 4.28950088e-03, 1.97486356e-02, ...,\n 1.28730182e-02, 1.02166820e-03, 2.50000000e-01],\n [1.07999000e+06, 4.28947574e-03, 1.63637176e-02, ...,\n 2.32250802e-02, 1.84326037e-03, 2.50000000e-01]]), 8778627: array([[0.00000000e+00, 1.76287221e-03, 1.18725961e-02, ...,\n 1.78391766e-02, 1.00786309e-03, 2.50000000e-01],\n [1.00000000e+01, 1.76288700e-03, 1.18726306e-02, ...,\n 1.78392213e-02, 1.00786565e-03, 2.50000000e-01],\n [2.00000000e+01, 1.76290190e-03, 1.18726641e-02, ...,\n 1.78392660e-02, 1.00786809e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 3.68514634e-03, 1.50759593e-02, ...,\n 2.19612960e-02, 1.24075124e-03, 2.50000000e-01],\n [1.07998000e+06, 3.68512655e-03, 1.50759341e-02, ...,\n 2.19612643e-02, 1.24074938e-03, 2.50000000e-01],\n [1.07999000e+06, 3.68510676e-03, 1.50759080e-02, ...,\n 2.19612308e-02, 1.24074752e-03, 2.50000000e-01]]), 8778629: array([[0.00000000e+00, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [1.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n [2.00000000e+01, 6.33043383e-05, 4.65586707e-02, ...,\n 7.75182843e-02, 6.05611596e-03, 4.99997318e-01],\n ...,\n [1.07997000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07998000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01],\n [1.07999000e+06, 7.35614100e-04, 1.59628674e-01, ...,\n 2.64333785e-01, 2.06510760e-02, 4.99975592e-01]]), 8778631: array([[0.00000000e+00, 2.75691249e-03, 1.48195261e-02, ...,\n 2.09460035e-02, 1.23211788e-03, 2.50000000e-01],\n [1.00000000e+01, 2.75691249e-03, 1.78476982e-02, ...,\n 1.17327040e-02, 6.90159039e-04, 2.50000000e-01],\n [2.00000000e+01, 2.75691249e-03, 1.48195243e-02, ...,\n 2.09459998e-02, 1.23211765e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.49459478e-03, 1.75719280e-02, ...,\n 1.14033148e-02, 6.70783222e-04, 2.50000000e-01],\n [1.07998000e+06, 2.49457662e-03, 1.43902972e-02, ...,\n 2.04228852e-02, 1.20134617e-03, 2.50000000e-01],\n [1.07999000e+06, 2.49456684e-03, 1.75718945e-02, ...,\n 1.14032738e-02, 6.70780835e-04, 2.50000000e-01]]), 8778633: array([[0.00000000e+00, 1.49234862e-03, 1.26952648e-01, ...,\n 2.09481433e-01, 1.43480431e-02, 4.99797136e-01],\n [1.00000000e+01, 1.49234850e-03, 1.27003446e-01, ...,\n 2.09564000e-01, 1.43536981e-02, 4.99797463e-01],\n [2.00000000e+01, 1.49234850e-03, 1.27010420e-01, ...,\n 2.09575340e-01, 1.43544748e-02, 4.99797523e-01],\n ...,\n [1.07997000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07998000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01],\n [1.07999000e+06, 4.50461265e-03, 2.10620031e-01, ...,\n 3.43726277e-01, 2.35428959e-02, 4.99312013e-01]]), 8778635: array([[0.00000000e+00, 1.06274930e-03, 1.10865869e-02, ...,\n 1.62893832e-02, 1.46751199e-03, 2.50000000e-01],\n [1.00000000e+01, 1.06275582e-03, 1.10866092e-02, ...,\n 1.62894111e-02, 1.46751443e-03, 2.50000000e-01],\n [2.00000000e+01, 1.06276234e-03, 1.10866316e-02, ...,\n 1.62894391e-02, 1.46751700e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.51706965e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07998000e+06, 1.51599236e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01],\n [1.07999000e+06, 1.51491576e-24, 5.02630293e-08, ...,\n 8.37717096e-08, 7.54700036e-09, 5.00000000e-01]]), 8778637: array([[0.00000000e+00, 9.62961372e-03, 1.95751414e-02, ...,\n 2.79467814e-02, 1.41145359e-03, 2.50000000e-01],\n [1.00000000e+01, 9.62964352e-03, 2.36437730e-02, ...,\n 1.52430879e-02, 7.69852893e-04, 2.50000000e-01],\n [2.00000000e+01, 9.62969847e-03, 1.95751917e-02, ...,\n 2.79468466e-02, 1.41145685e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.04934750e-02, 2.39398405e-02, ...,\n 1.56085761e-02, 7.88311881e-04, 2.50000000e-01],\n [1.07998000e+06, 1.04934135e-02, 2.00836957e-02, ...,\n 2.85764635e-02, 1.44325569e-03, 2.50000000e-01],\n [1.07999000e+06, 1.04933800e-02, 2.39398070e-02, ...,\n 1.56085370e-02, 7.88309961e-04, 2.50000000e-01]]), 8778639: array([[0.00000000e+00, 3.02582886e-03, 1.31772697e-01, ...,\n 2.13125706e-01, 6.21357746e-03, 4.98709232e-01],\n [1.00000000e+01, 3.02583002e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n [2.00000000e+01, 3.02583119e-03, 1.31774127e-01, ...,\n 2.13127926e-01, 6.21364219e-03, 4.98709083e-01],\n ...,\n [1.07997000e+06, 8.26796226e-04, 7.90223479e-02, ...,\n 1.29838556e-01, 3.78538063e-03, 4.99394923e-01],\n [1.07998000e+06, 8.26795178e-04, 7.90223107e-02, ...,\n 1.29838496e-01, 3.78537877e-03, 4.99394923e-01],\n [1.07999000e+06, 8.26794130e-04, 7.90222734e-02, ...,\n 1.29838422e-01, 3.78537667e-03, 4.99394923e-01]]), 8778641: array([[0.00000000e+00, 2.26720911e-03, 6.79528490e-02, ...,\n 1.08555391e-01, 6.46163058e-03, 4.76981789e-01],\n [1.00000000e+01, 2.26720981e-03, 6.78933561e-02, ...,\n 1.08466007e-01, 6.45630993e-03, 4.76995051e-01],\n [2.00000000e+01, 2.26721051e-03, 6.78940937e-02, ...,\n 1.08467102e-01, 6.45637512e-03, 4.76994336e-01],\n ...,\n [1.07997000e+06, 9.53877825e-05, 1.75068621e-02, ...,\n 2.90079918e-02, 1.72666623e-03, 4.98379827e-01],\n [1.07998000e+06, 9.53876806e-05, 1.75068527e-02, ...,\n 2.90079750e-02, 1.72666518e-03, 4.98379827e-01],\n [1.07999000e+06, 9.53875788e-05, 1.75068472e-02, ...,\n 2.90079638e-02, 1.72666449e-03, 4.98379827e-01]]), 8778643: array([[0.00000000e+00, 7.60924617e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.60568127e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.60211726e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.49518546e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8778645: array([[0.00000000e+00, 2.73849047e-03, 1.45909730e-02, ...,\n 2.08290424e-02, 1.60223409e-03, 2.50000000e-01],\n [1.00000000e+01, 2.73849815e-03, 1.79318674e-02, ...,\n 1.14290379e-02, 8.79156811e-04, 2.50000000e-01],\n [2.00000000e+01, 2.73851235e-03, 1.45910550e-02, ...,\n 2.08291430e-02, 1.60224189e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.78069987e-03, 1.80162303e-02, ...,\n 1.15087423e-02, 8.85287882e-04, 2.50000000e-01],\n [1.07998000e+06, 2.78068567e-03, 1.46577694e-02, ...,\n 2.09110249e-02, 1.60854042e-03, 2.50000000e-01],\n [1.07999000e+06, 2.78067798e-03, 1.80161893e-02, ...,\n 1.15087004e-02, 8.85284680e-04, 2.50000000e-01]]), 8778647: array([[0.00000000e+00, 1.18200667e-02, 3.41883391e-01, ...,\n 5.45862436e-01, 2.99924426e-02, 4.99115705e-01],\n [1.00000000e+01, 1.18200667e-02, 3.41880709e-01, ...,\n 5.45858502e-01, 2.99922265e-02, 4.99115705e-01],\n [2.00000000e+01, 1.18200667e-02, 3.41880769e-01, ...,\n 5.45858562e-01, 2.99922284e-02, 4.99115705e-01],\n ...,\n [1.07997000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07998000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01],\n [1.07999000e+06, 1.05423213e-03, 1.23367637e-01, ...,\n 2.03612223e-01, 1.11874845e-02, 4.99885112e-01]]), 8778649: array([[0.00000000e+00, 6.85303239e-03, 2.30540305e-01, ...,\n 3.63886207e-01, 2.91108955e-02, 4.96671766e-01],\n [1.00000000e+01, 6.85303239e-03, 2.30521753e-01, ...,\n 3.63859117e-01, 2.91087292e-02, 4.96672243e-01],\n [2.00000000e+01, 6.85303239e-03, 2.30522007e-01, ...,\n 3.63859475e-01, 2.91087572e-02, 4.96672243e-01],\n ...,\n [1.07997000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07998000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01],\n [1.07999000e+06, 1.18181389e-02, 2.80939698e-01, ...,\n 4.36105013e-01, 3.48884016e-02, 4.95399058e-01]]), 8778651: array([[0.00000000e+00, 8.47128744e-04, 9.93141346e-03, ...,\n 1.49746686e-02, 1.42615894e-03, 2.50000000e-01],\n [1.00000000e+01, 8.47134565e-04, 9.93143767e-03, ...,\n 1.49746994e-02, 1.42616185e-03, 2.50000000e-01],\n [2.00000000e+01, 8.47140327e-04, 9.93146095e-03, ...,\n 1.49747329e-02, 1.42616511e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.93444772e-03, 1.81942191e-02, ...,\n 1.15612810e-02, 1.10107439e-03, 2.50000000e-01],\n [1.07998000e+06, 2.93441373e-03, 1.48066152e-02, ...,\n 2.11606156e-02, 2.01529684e-03, 2.50000000e-01],\n [1.07999000e+06, 2.93439557e-03, 1.81941036e-02, ...,\n 1.15611795e-02, 1.10106473e-03, 2.50000000e-01]]), 8778653: array([[0.00000000e+00, 5.27094235e-04, 8.92902985e-02, ...,\n 1.47667572e-01, 8.06926657e-03, 4.99901831e-01],\n [1.00000000e+01, 5.27094235e-04, 8.92461613e-02, ...,\n 1.47595420e-01, 8.06532335e-03, 4.99901742e-01],\n [2.00000000e+01, 5.27094235e-04, 8.92369151e-02, ...,\n 1.47580311e-01, 8.06449819e-03, 4.99901712e-01],\n ...,\n [1.07997000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01],\n [1.07998000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120545e-01, 1.43235270e-02, 4.99583215e-01],\n [1.07999000e+06, 1.81409786e-03, 1.60188481e-01, ...,\n 2.62120515e-01, 1.43235251e-02, 4.99583215e-01]]), 8778655: array([[0.00000000e+00, 3.14313475e-05, 3.42915184e-03, ...,\n 5.52964397e-03, 3.17795639e-04, 2.50000000e-01],\n [1.00000000e+01, 3.14317658e-05, 3.42916884e-03, ...,\n 5.52967098e-03, 3.17797181e-04, 2.50000000e-01],\n [2.00000000e+01, 3.14321842e-05, 3.42918653e-03, ...,\n 5.52969798e-03, 3.17798724e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.64062226e-04, 7.46566942e-03, ...,\n 1.13055818e-02, 6.49746100e-04, 2.50000000e-01],\n [1.07998000e+06, 2.64060858e-04, 7.46565592e-03, ...,\n 1.13055632e-02, 6.49744994e-04, 2.50000000e-01],\n [1.07999000e+06, 2.64059490e-04, 7.46564381e-03, ...,\n 1.13055473e-02, 6.49744121e-04, 2.50000000e-01]]), 8778657: array([[0.00000000e+00, 1.05884497e-03, 1.12381419e-02, ...,\n 1.63796172e-02, 9.20203223e-04, 2.50000000e-01],\n [1.00000000e+01, 1.05885486e-03, 1.12381754e-02, ...,\n 1.63796600e-02, 9.20205668e-04, 2.50000000e-01],\n [2.00000000e+01, 1.05886476e-03, 1.12382071e-02, ...,\n 1.63796991e-02, 9.20207822e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.36798783e-03, 1.21661546e-02, ...,\n 1.75319910e-02, 9.84943355e-04, 2.50000000e-01],\n [1.07998000e+06, 1.36797945e-03, 1.21661322e-02, ...,\n 1.75319631e-02, 9.84941726e-04, 2.50000000e-01],\n [1.07999000e+06, 1.36797107e-03, 1.21661089e-02, ...,\n 1.75319351e-02, 9.84940212e-04, 2.50000000e-01]]), 8778659: array([[0.00000000e+00, 2.24584888e-04, 6.81333011e-03, ...,\n 1.05107138e-02, 7.72846630e-04, 2.50000000e-01],\n [1.00000000e+01, 2.24592426e-04, 6.81341207e-03, ...,\n 1.05108265e-02, 7.72854895e-04, 2.50000000e-01],\n [2.00000000e+01, 2.24599949e-04, 6.81349216e-03, ...,\n 1.05109401e-02, 7.72863277e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.88554567e-03, 1.63683016e-02, ...,\n 1.08176386e-02, 7.95414613e-04, 2.50000000e-01],\n [1.07998000e+06, 1.88552868e-03, 1.35795884e-02, ...,\n 1.91366989e-02, 1.40711025e-03, 2.50000000e-01],\n [1.07999000e+06, 1.88551913e-03, 1.63682718e-02, ...,\n 1.08175986e-02, 7.95411703e-04, 2.50000000e-01]]), 8778665: array([[0.00000000e+00, 2.89533869e-03, 1.67959481e-01, ...,\n 2.73297578e-01, 1.10646794e-02, 4.99387652e-01],\n [1.00000000e+01, 2.89533893e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n [2.00000000e+01, 2.89533916e-03, 1.67958230e-01, ...,\n 2.73295611e-01, 1.10645993e-02, 4.99387830e-01],\n ...,\n [1.07997000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07998000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01],\n [1.07999000e+06, 5.05692605e-03, 2.08477154e-01, ...,\n 3.36270481e-01, 1.36141889e-02, 4.99150187e-01]]), 8778667: array([[0.00000000e+00, 1.43450801e-03, 1.69143260e-01, ...,\n 2.77786821e-01, 1.42454784e-02, 4.99895185e-01],\n [1.00000000e+01, 1.43450801e-03, 1.69108465e-01, ...,\n 2.77730912e-01, 1.42426109e-02, 4.99895096e-01],\n [2.00000000e+01, 1.43450801e-03, 1.69104025e-01, ...,\n 2.77723819e-01, 1.42422477e-02, 4.99895066e-01],\n ...,\n [1.07997000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07998000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01],\n [1.07999000e+06, 1.95446890e-03, 2.03372538e-01, ...,\n 3.32479089e-01, 1.70502104e-02, 4.99781549e-01]]), 8776619: array([[0.00000000e+00, 1.47640426e-03, 8.97057727e-02, ...,\n 1.48333952e-01, 1.29549310e-03, 4.99947280e-01],\n [1.00000000e+01, 1.47642673e-03, 8.97722766e-02, ...,\n 1.48442626e-01, 1.29644212e-03, 4.99947429e-01],\n [2.00000000e+01, 1.47644919e-03, 8.97819325e-02, ...,\n 1.48458406e-01, 1.29657995e-03, 4.99947459e-01],\n ...,\n [1.07997000e+06, 1.17125781e-02, 2.17658997e-01, ...,\n 3.52451593e-01, 3.07817990e-03, 4.99685377e-01],\n [1.07998000e+06, 1.17125539e-02, 2.17658833e-01, ...,\n 3.52451295e-01, 3.07817734e-03, 4.99685377e-01],\n [1.07999000e+06, 1.17125306e-02, 2.17658669e-01, ...,\n 3.52451056e-01, 3.07817524e-03, 4.99685377e-01]]), 8778669: array([[0.00000000e+00, 2.08480889e-03, 1.22443810e-02, ...,\n 1.84506625e-02, 1.27245951e-03, 2.50000000e-01],\n [1.00000000e+01, 2.08481867e-03, 1.22443996e-02, ...,\n 1.84506886e-02, 1.27246126e-03, 2.50000000e-01],\n [2.00000000e+01, 2.08482845e-03, 1.22444211e-02, ...,\n 1.84507128e-02, 1.27246289e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.48839525e-03, 2.28593890e-02, ...,\n 1.49247479e-02, 1.02929294e-03, 2.50000000e-01],\n [1.07998000e+06, 8.48834682e-03, 1.91555452e-02, ...,\n 2.72270888e-02, 1.87773025e-03, 2.50000000e-01],\n [1.07999000e+06, 8.48831981e-03, 2.28593610e-02, ...,\n 1.49247125e-02, 1.02929049e-03, 2.50000000e-01]]), 8780717: array([[0.00000000e+00, 3.60257566e-01, 3.77543122e-01, ...,\n 5.79489946e-01, 1.12829043e-03, 4.98334855e-01],\n [1.00000000e+01, 3.60257626e-01, 3.77610773e-01, ...,\n 5.79583347e-01, 1.12847227e-03, 4.98335451e-01],\n [2.00000000e+01, 3.60257685e-01, 3.77609342e-01, ...,\n 5.79581439e-01, 1.12846855e-03, 4.98335421e-01],\n ...,\n [1.07997000e+06, 5.42141855e-01, 4.35906380e-01, ...,\n 6.58971667e-01, 1.28304458e-03, 4.97963548e-01],\n [1.07998000e+06, 5.42139292e-01, 4.35905635e-01, ...,\n 6.58970654e-01, 1.28304260e-03, 4.97963548e-01],\n [1.07999000e+06, 5.42136788e-01, 4.35905010e-01, ...,\n 6.58969939e-01, 1.28304120e-03, 4.97963548e-01]]), 8780719: array([[0.00000000e+00, 3.76559913e-01, 3.21802586e-01, ...,\n 4.89123136e-01, 1.71141757e-03, 4.94204670e-01],\n [1.00000000e+01, 3.76563966e-01, 3.21799397e-01, ...,\n 4.89118874e-01, 1.71140267e-03, 4.94209915e-01],\n [2.00000000e+01, 3.76567990e-01, 3.21800560e-01, ...,\n 4.89120424e-01, 1.71140803e-03, 4.94209886e-01],\n ...,\n [1.07997000e+06, 6.50590599e-01, 3.86542767e-01, ...,\n 5.75382352e-01, 2.01323419e-03, 4.92153794e-01],\n [1.07998000e+06, 6.50587440e-01, 3.86542171e-01, ...,\n 5.75381577e-01, 2.01323163e-03, 4.92153823e-01],\n [1.07999000e+06, 6.50584340e-01, 3.86541605e-01, ...,\n 5.75380862e-01, 2.01322907e-03, 4.92153823e-01]]), 8776623: array([[0.00000000e+00, 3.87939188e-04, 6.72644973e-02, ...,\n 1.11709595e-01, 7.02576106e-03, 4.99944240e-01],\n [1.00000000e+01, 3.87939450e-04, 6.72251955e-02, ...,\n 1.11644678e-01, 7.02167815e-03, 4.99944210e-01],\n [2.00000000e+01, 3.87939683e-04, 6.72137290e-02, ...,\n 1.11625738e-01, 7.02048698e-03, 4.99944210e-01],\n ...,\n [1.07997000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07998000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01],\n [1.07999000e+06, 6.21042727e-03, 2.32701480e-01, ...,\n 3.79300535e-01, 2.38553807e-02, 4.99303639e-01]]), 8778673: array([[0.00000000e+00, 3.21316742e-03, 1.78934336e-02, ...,\n 1.23967798e-02, 7.79671711e-04, 2.50000000e-01],\n [1.00000000e+01, 3.21314810e-03, 1.78934168e-02, ...,\n 1.23967584e-02, 7.79670372e-04, 2.50000000e-01],\n [2.00000000e+01, 3.21312877e-03, 1.78934019e-02, ...,\n 1.23967342e-02, 7.79668859e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.37737293e-03, 1.43699553e-02, ...,\n 2.02366542e-02, 1.27274566e-03, 2.50000000e-01],\n [1.07998000e+06, 2.37736362e-03, 1.71757527e-02, ...,\n 1.13962796e-02, 7.16747192e-04, 2.50000000e-01],\n [1.07999000e+06, 2.37734709e-03, 1.43699087e-02, ...,\n 2.02365965e-02, 1.27274194e-03, 2.50000000e-01]]), 8776625: array([[0.00000000e+00, 4.49171814e-04, 1.13345519e-01, ...,\n 1.87693790e-01, 2.43758168e-02, 4.99933422e-01],\n [1.00000000e+01, 4.49178653e-04, 1.13326095e-01, ...,\n 1.87661916e-01, 2.43716780e-02, 4.99933392e-01],\n [2.00000000e+01, 4.49184998e-04, 1.13321617e-01, ...,\n 1.87654585e-01, 2.43707262e-02, 4.99933392e-01],\n ...,\n [1.07997000e+06, 2.02335487e-03, 2.31621444e-01, ...,\n 3.78933609e-01, 4.92121577e-02, 4.99632090e-01],\n [1.07998000e+06, 2.02334905e-03, 2.31621176e-01, ...,\n 3.78933132e-01, 4.92120944e-02, 4.99632090e-01],\n [1.07999000e+06, 2.02334346e-03, 2.31620952e-01, ...,\n 3.78932804e-01, 4.92120534e-02, 4.99632090e-01]]), 8778675: array([[0.00000000e+00, 1.09925971e-03, 1.15542701e-02, ...,\n 1.66429970e-02, 1.68111082e-03, 2.50000000e-01],\n [1.00000000e+01, 1.09926786e-03, 1.15542980e-02, ...,\n 1.66430306e-02, 1.68111420e-03, 2.50000000e-01],\n [2.00000000e+01, 1.09927601e-03, 1.15543241e-02, ...,\n 1.66430641e-02, 1.68111757e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.27472333e-03, 1.20847998e-02, ...,\n 1.72937661e-02, 1.74684508e-03, 2.50000000e-01],\n [1.07998000e+06, 1.27471355e-03, 1.20847700e-02, ...,\n 1.72937326e-02, 1.74684159e-03, 2.50000000e-01],\n [1.07999000e+06, 1.27470377e-03, 1.20847421e-02, ...,\n 1.72936991e-02, 1.74683821e-03, 2.50000000e-01]]), 8780723: array([[0.00000000e+00, 2.64072418e-02, 1.80796057e-01, ...,\n 2.93147236e-01, 6.42162631e-04, 4.99720633e-01],\n [1.00000000e+01, 2.64075566e-02, 1.80828765e-01, ...,\n 2.93198168e-01, 6.42274215e-04, 4.99720544e-01],\n [2.00000000e+01, 2.64078695e-02, 1.80829093e-01, ...,\n 2.93198705e-01, 6.42275380e-04, 4.99720544e-01],\n ...,\n [1.07997000e+06, 1.54072091e-01, 3.49149525e-01, ...,\n 5.43829262e-01, 1.19130185e-03, 4.99213040e-01],\n [1.07998000e+06, 1.54071525e-01, 3.49149048e-01, ...,\n 5.43828607e-01, 1.19130034e-03, 4.99213040e-01],\n [1.07999000e+06, 1.54070958e-01, 3.49148571e-01, ...,\n 5.43827891e-01, 1.19129883e-03, 4.99213040e-01]]), 8776629: array([[0.00000000e+00, 4.85185273e-02, 3.59526128e-01, ...,\n 5.68255365e-01, 4.00179811e-03, 4.99464840e-01],\n [1.00000000e+01, 4.85185683e-02, 3.59513849e-01, ...,\n 5.68237364e-01, 4.00167145e-03, 4.99464810e-01],\n [2.00000000e+01, 4.85186093e-02, 3.59514207e-01, ...,\n 5.68237901e-01, 4.00167517e-03, 4.99464810e-01],\n ...,\n [1.07997000e+06, 5.84799312e-02, 3.84981990e-01, ...,\n 6.05389535e-01, 4.26330650e-03, 4.99402672e-01],\n [1.07998000e+06, 5.84798492e-02, 3.84981811e-01, ...,\n 6.05389297e-01, 4.26330464e-03, 4.99402672e-01],\n [1.07999000e+06, 5.84797673e-02, 3.84981602e-01, ...,\n 6.05388939e-01, 4.26330231e-03, 4.99402702e-01]]), 8778677: array([[0.00000000e+00, 3.55187629e-04, 8.56306497e-03, ...,\n 1.25564830e-02, 1.05516671e-03, 2.50000000e-01],\n [1.00000000e+01, 3.55188095e-04, 8.56306870e-03, ...,\n 1.25564858e-02, 1.05516694e-03, 2.50000000e-01],\n [2.00000000e+01, 3.55188560e-04, 8.56307149e-03, ...,\n 1.25564914e-02, 1.05516741e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 8.73908633e-04, 1.12905344e-02, ...,\n 1.58857238e-02, 1.33493484e-03, 2.50000000e-01],\n [1.07998000e+06, 8.73905141e-04, 1.37901306e-02, ...,\n 9.10187140e-03, 7.64863158e-04, 2.50000000e-01],\n [1.07999000e+06, 8.73898913e-04, 1.12904981e-02, ...,\n 1.58856791e-02, 1.33493100e-03, 2.50000000e-01]]), 8778679: array([[0.00000000e+00, 4.11516195e-03, 1.87250320e-02, ...,\n 1.32688405e-02, 1.31374656e-03, 2.50000000e-01],\n [1.00000000e+01, 4.11513587e-03, 1.87250152e-02, ...,\n 1.32688154e-02, 1.31374411e-03, 2.50000000e-01],\n [2.00000000e+01, 4.11510980e-03, 1.87249947e-02, ...,\n 1.32687856e-02, 1.31374120e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.67277262e-03, 1.76231880e-02, ...,\n 1.16914492e-02, 1.15756923e-03, 2.50000000e-01],\n [1.07998000e+06, 2.67275656e-03, 1.47713954e-02, ...,\n 2.08108295e-02, 2.06047809e-03, 2.50000000e-01],\n [1.07999000e+06, 2.67274748e-03, 1.76231638e-02, ...,\n 1.16914194e-02, 1.15756632e-03, 2.50000000e-01]]), 8780721: array([[0.00000000e+00, 6.94812229e-03, 1.60914361e-01, ...,\n 2.64002472e-01, 1.61667156e-03, 4.99858290e-01],\n [1.00000000e+01, 6.94817910e-03, 1.60918593e-01, ...,\n 2.64009267e-01, 1.61671324e-03, 4.99858230e-01],\n [2.00000000e+01, 6.94823591e-03, 1.60919085e-01, ...,\n 2.64010072e-01, 1.61671813e-03, 4.99858230e-01],\n ...,\n [1.07997000e+06, 5.48220947e-02, 3.56030166e-01, ...,\n 5.65163195e-01, 3.46088922e-03, 4.99521881e-01],\n [1.07998000e+06, 5.48220240e-02, 3.56029987e-01, ...,\n 5.65162957e-01, 3.46088782e-03, 4.99521881e-01],\n [1.07999000e+06, 5.48219532e-02, 3.56029779e-01, ...,\n 5.65162778e-01, 3.46088666e-03, 4.99521881e-01]]), 8776633: array([[0.00000000e+00, 2.47818708e-01, 3.58639359e-01, ...,\n 5.50723851e-01, 6.07862975e-03, 4.92336482e-01],\n [1.00000000e+01, 2.47823656e-01, 3.58507305e-01, ...,\n 5.50541341e-01, 6.07661530e-03, 4.92329031e-01],\n [2.00000000e+01, 2.47828573e-01, 3.58512610e-01, ...,\n 5.50548673e-01, 6.07669633e-03, 4.92329061e-01],\n ...,\n [1.07997000e+06, 2.50602603e-01, 3.59906346e-01, ...,\n 5.52474082e-01, 6.09794771e-03, 4.92279947e-01],\n [1.07998000e+06, 2.50601500e-01, 3.59905809e-01, ...,\n 5.52473307e-01, 6.09793933e-03, 4.92279977e-01],\n [1.07999000e+06, 2.50600427e-01, 3.59905273e-01, ...,\n 5.52472651e-01, 6.09793235e-03, 4.92279977e-01]]), 8776627: array([[0.00000000e+00, 1.50321787e-02, 1.66803718e-01, ...,\n 2.68165708e-01, 6.09467551e-03, 4.96858060e-01],\n [1.00000000e+01, 1.50353611e-02, 1.66796058e-01, ...,\n 2.68153965e-01, 6.09440869e-03, 4.96857911e-01],\n [2.00000000e+01, 1.50385164e-02, 1.66809648e-01, ...,\n 2.68174738e-01, 6.09488040e-03, 4.96857524e-01],\n ...,\n [1.07997000e+06, 7.20547065e-02, 2.96396792e-01, ...,\n 4.56908673e-01, 1.03842886e-02, 4.92112875e-01],\n [1.07998000e+06, 7.20546097e-02, 2.96396703e-01, ...,\n 4.56908524e-01, 1.03842849e-02, 4.92112875e-01],\n [1.07999000e+06, 7.20545202e-02, 2.96396554e-01, ...,\n 4.56908256e-01, 1.03842793e-02, 4.92112905e-01]]), 8776635: array([[0.00000000e+00, 9.33041039e-04, 1.03199132e-01, ...,\n 1.68195471e-01, 8.71479139e-03, 4.99025643e-01],\n [1.00000000e+01, 9.33041214e-04, 1.03197731e-01, ...,\n 1.68193236e-01, 8.71467590e-03, 4.99025464e-01],\n [2.00000000e+01, 9.33041389e-04, 1.03197746e-01, ...,\n 1.68193266e-01, 8.71467683e-03, 4.99025464e-01],\n ...,\n [1.07997000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07998000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01],\n [1.07999000e+06, 1.70010212e-03, 1.30456463e-01, ...,\n 2.10706890e-01, 1.09174559e-02, 4.98614669e-01]]), 8776631: array([[0.00000000e+00, 7.62817275e-04, 7.94796348e-02, ...,\n 1.31892398e-01, 2.17644218e-03, 4.99973387e-01],\n [1.00000000e+01, 7.62821233e-04, 7.95070753e-02, ...,\n 1.31937623e-01, 2.17718841e-03, 4.99973416e-01],\n [2.00000000e+01, 7.62825191e-04, 7.95135871e-02, ...,\n 1.31948352e-01, 2.17736559e-03, 4.99973416e-01],\n ...,\n [1.07997000e+06, 1.96487010e-02, 3.19391966e-01, ...,\n 5.14856100e-01, 8.49597529e-03, 4.99615371e-01],\n [1.07998000e+06, 1.96486935e-02, 3.19391906e-01, ...,\n 5.14856040e-01, 8.49597435e-03, 4.99615371e-01],\n [1.07999000e+06, 1.96486861e-02, 3.19391876e-01, ...,\n 5.14855981e-01, 8.49597342e-03, 4.99615371e-01]]), 8778685: array([[0.00000000e+00, 1.80046831e-03, 1.22218110e-01, ...,\n 2.00684503e-01, 9.74196568e-03, 4.99370366e-01],\n [1.00000000e+01, 1.80046831e-03, 1.22216061e-01, ...,\n 2.00681224e-01, 9.74180643e-03, 4.99370217e-01],\n [2.00000000e+01, 1.80046831e-03, 1.22216046e-01, ...,\n 2.00681195e-01, 9.74180549e-03, 4.99370217e-01],\n ...,\n [1.07997000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07998000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01],\n [1.07999000e+06, 8.03218968e-03, 2.19327360e-01, ...,\n 3.53066742e-01, 1.71391610e-02, 4.98486996e-01]]), 8776637: array([[0.00000000e+00, 2.31881544e-01, 4.21007365e-01, ...,\n 6.48380220e-01, 4.22397535e-03, 4.97491926e-01],\n [1.00000000e+01, 2.31881022e-01, 4.21065897e-01, ...,\n 6.48461699e-01, 4.22450621e-03, 4.97492522e-01],\n [2.00000000e+01, 2.31880516e-01, 4.21064407e-01, ...,\n 6.48459613e-01, 4.22449224e-03, 4.97492522e-01],\n ...,\n [1.07997000e+06, 1.73548803e-01, 3.80025774e-01, ...,\n 5.90883613e-01, 3.84940440e-03, 4.97879386e-01],\n [1.07998000e+06, 1.73548371e-01, 3.80025506e-01, ...,\n 5.90883195e-01, 3.84940184e-03, 4.97879386e-01],\n [1.07999000e+06, 1.73547953e-01, 3.80025148e-01, ...,\n 5.90882719e-01, 3.84939858e-03, 4.97879386e-01]]), 8780735: array([[0.00000000e+00, 6.39082957e-03, 1.09317482e-01, ...,\n 1.76418722e-01, 1.34670781e-02, 4.86246586e-01],\n [1.00000000e+01, 6.39084261e-03, 1.09349340e-01, ...,\n 1.76467776e-01, 1.34708229e-02, 4.86231387e-01],\n [2.00000000e+01, 6.39085565e-03, 1.09349012e-01, ...,\n 1.76467270e-01, 1.34707838e-02, 4.86231506e-01],\n ...,\n [1.07997000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07998000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01],\n [1.07999000e+06, 5.95124438e-02, 2.46358812e-01, ...,\n 3.73350084e-01, 2.85000056e-02, 4.48992819e-01]]), 8778687: array([[0.00000000e+00, 1.03655795e-03, 1.12663666e-02, ...,\n 1.63460318e-02, 1.40914065e-03, 2.50000000e-01],\n [1.00000000e+01, 1.03656389e-03, 1.12663880e-02, ...,\n 1.63460560e-02, 1.40914274e-03, 2.50000000e-01],\n [2.00000000e+01, 1.03656983e-03, 1.12664085e-02, ...,\n 1.63460821e-02, 1.40914507e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.72219239e-02, 2.44452190e-02, ...,\n 2.44491249e-02, 2.10768334e-03, 2.50000000e-01],\n [1.07998000e+06, 1.72218345e-02, 2.44451892e-02, ...,\n 2.44490691e-02, 2.10767845e-03, 2.50000000e-01],\n [1.07999000e+06, 1.72217451e-02, 2.44451594e-02, ...,\n 2.44490132e-02, 2.10767356e-03, 2.50000000e-01]]), 8776639: array([[0.00000000e+00, 1.26337493e-03, 1.01852059e-01, ...,\n 1.68268859e-01, 7.47861620e-03, 4.99821961e-01],\n [1.00000000e+01, 1.26333965e-03, 1.01876341e-01, ...,\n 1.68308437e-01, 7.48037500e-03, 4.99822140e-01],\n [2.00000000e+01, 1.26330450e-03, 1.01878837e-01, ...,\n 1.68312505e-01, 7.48055615e-03, 4.99822170e-01],\n ...,\n [1.07997000e+06, 6.40242593e-03, 2.07809970e-01, ...,\n 3.37806165e-01, 1.50136082e-02, 4.99168247e-01],\n [1.07998000e+06, 6.40239241e-03, 2.07809553e-01, ...,\n 3.37805450e-01, 1.50135756e-02, 4.99168247e-01],\n [1.07999000e+06, 6.40235888e-03, 2.07809106e-01, ...,\n 3.37804794e-01, 1.50135467e-02, 4.99168247e-01]]), 8776641: array([[0.00000000e+00, 3.03224001e-09, 3.13146993e-05, ...,\n 5.21887523e-05, 1.44968762e-05, 4.98203993e-01],\n [1.00000000e+01, 3.02583736e-09, 3.04197074e-05, ...,\n 5.06972610e-05, 1.40825732e-05, 4.98207629e-01],\n [2.00000000e+01, 3.01944847e-09, 2.98078630e-05, ...,\n 4.96776302e-05, 1.37993420e-05, 4.98211324e-01],\n ...,\n [1.07997000e+06, 1.16710711e-04, 6.41153101e-03, ...,\n 9.50856693e-03, 2.64126877e-03, 2.50000000e-01],\n [1.07998000e+06, 1.16710340e-04, 6.41152496e-03, ...,\n 9.50855855e-03, 2.64126644e-03, 2.50000000e-01],\n [1.07999000e+06, 1.16709969e-04, 6.41151750e-03, ...,\n 9.50854924e-03, 2.64126388e-03, 2.50000000e-01]]), 8776643: array([[0.00000000e+00, 2.01837644e-02, 2.10993662e-01, ...,\n 3.38172525e-01, 6.59205718e-03, 4.98000562e-01],\n [1.00000000e+01, 2.01837681e-02, 2.11020157e-01, ...,\n 3.38212669e-01, 6.59283949e-03, 4.98000354e-01],\n [2.00000000e+01, 2.01837718e-02, 2.11019769e-01, ...,\n 3.38212043e-01, 6.59282738e-03, 4.98000354e-01],\n ...,\n [1.07997000e+06, 3.51971649e-02, 2.59713203e-01, ...,\n 4.10900265e-01, 8.00975226e-03, 4.97224599e-01],\n [1.07998000e+06, 3.51971388e-02, 2.59713143e-01, ...,\n 4.10900176e-01, 8.00975040e-03, 4.97224599e-01],\n [1.07999000e+06, 3.51971164e-02, 2.59713084e-01, ...,\n 4.10900086e-01, 8.00974853e-03, 4.97224599e-01]]), 8776645: array([[0.00000000e+00, 2.56156802e-01, 3.90213221e-01, ...,\n 6.03733003e-01, 6.41586585e-03, 4.93901402e-01],\n [1.00000000e+01, 2.56161809e-01, 3.90218794e-01, ...,\n 6.03740811e-01, 6.41594874e-03, 4.93901402e-01],\n [2.00000000e+01, 2.56166816e-01, 3.90221477e-01, ...,\n 6.03744566e-01, 6.41598878e-03, 4.93901342e-01],\n ...,\n [1.07997000e+06, 2.62609005e-01, 3.93661797e-01, ...,\n 6.08567178e-01, 6.46723853e-03, 4.93813366e-01],\n [1.07998000e+06, 2.62607276e-01, 3.93660903e-01, ...,\n 6.08565867e-01, 6.46722456e-03, 4.93813396e-01],\n [1.07999000e+06, 2.62605548e-01, 3.93659979e-01, ...,\n 6.08564615e-01, 6.46721153e-03, 4.93813425e-01]]), 8778695: array([[0.00000000e+00, 6.62681647e-04, 1.00029921e-02, ...,\n 1.46193570e-02, 1.22851739e-03, 2.50000000e-01],\n [1.00000000e+01, 6.62689097e-04, 1.00030284e-02, ...,\n 1.46194045e-02, 1.22852146e-03, 2.50000000e-01],\n [2.00000000e+01, 6.62696548e-04, 1.00030648e-02, ...,\n 1.46194501e-02, 1.22852530e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.70361216e-03, 1.58514474e-02, ...,\n 1.06264120e-02, 8.92975833e-04, 2.50000000e-01],\n [1.07998000e+06, 1.70359842e-03, 1.33318808e-02, ...,\n 1.86883584e-02, 1.57045037e-03, 2.50000000e-01],\n [1.07999000e+06, 1.70359062e-03, 1.58514194e-02, ...,\n 1.06263775e-02, 8.92972923e-04, 2.50000000e-01]]), 8776647: array([[0.00000000e+00, 7.53027620e-04, 8.54451396e-03, ...,\n 1.33654997e-02, 4.28381434e-04, 2.50000000e-01],\n [1.00000000e+01, 7.53002882e-04, 8.54441151e-03, ...,\n 1.33653516e-02, 4.28376690e-04, 2.50000000e-01],\n [2.00000000e+01, 7.52978201e-04, 8.54430906e-03, ...,\n 1.33652054e-02, 4.28372005e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.85311186e-03, 2.01599747e-02, ...,\n 1.31745273e-02, 4.22260520e-04, 2.50000000e-01],\n [1.07998000e+06, 5.85306948e-03, 1.70822721e-02, ...,\n 2.46797223e-02, 7.91016791e-04, 2.50000000e-01],\n [1.07999000e+06, 5.85304713e-03, 2.01599095e-02, ...,\n 1.31745841e-02, 4.22262325e-04, 2.50000000e-01]]), 8776649: array([[0.00000000e+00, 3.33996713e-01, 3.51000935e-01, ...,\n 5.37400424e-01, 6.51394436e-03, 4.85080630e-01],\n [1.00000000e+01, 3.33996981e-01, 3.50992203e-01, ...,\n 5.37388444e-01, 6.51379908e-03, 4.85079765e-01],\n [2.00000000e+01, 3.33997279e-01, 3.50992471e-01, ...,\n 5.37388861e-01, 6.51380420e-03, 4.85079795e-01],\n ...,\n [1.07997000e+06, 3.79969925e-01, 3.68139446e-01, ...,\n 5.60850024e-01, 6.79818168e-03, 4.84413564e-01],\n [1.07998000e+06, 3.79967362e-01, 3.68138641e-01, ...,\n 5.60848951e-01, 6.79816911e-03, 4.84413624e-01],\n [1.07999000e+06, 3.79964828e-01, 3.68137807e-01, ...,\n 5.60847878e-01, 6.79815607e-03, 4.84413683e-01]]), 8776651: array([[0.00000000e+00, 1.98147632e-02, 2.20519215e-01, ...,\n 3.56337398e-01, 2.32596206e-03, 4.99584377e-01],\n [1.00000000e+01, 1.98148154e-02, 2.20537141e-01, ...,\n 3.56364995e-01, 2.32614228e-03, 4.99584317e-01],\n [2.00000000e+01, 1.98148657e-02, 2.20537081e-01, ...,\n 3.56364965e-01, 2.32614204e-03, 4.99584317e-01],\n ...,\n [1.07997000e+06, 3.74287106e-02, 2.80648828e-01, ...,\n 4.47895080e-01, 2.92359712e-03, 4.99395192e-01],\n [1.07998000e+06, 3.74286287e-02, 2.80648619e-01, ...,\n 4.47894722e-01, 2.92359479e-03, 4.99395192e-01],\n [1.07999000e+06, 3.74285504e-02, 2.80648381e-01, ...,\n 4.47894454e-01, 2.92359293e-03, 4.99395192e-01]]), 8778701: array([[0.00000000e+00, 9.08066460e-04, 9.61741246e-03, ...,\n 1.47461938e-02, 5.87497780e-04, 2.50000000e-01],\n [1.00000000e+01, 9.08082759e-04, 9.61747579e-03, ...,\n 1.47462804e-02, 5.87501214e-04, 2.50000000e-01],\n [2.00000000e+01, 9.08099057e-04, 9.61753540e-03, ...,\n 1.47463623e-02, 5.87504474e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.39284460e-03, 1.11365179e-02, ...,\n 1.67960543e-02, 6.69165514e-04, 2.50000000e-01],\n [1.07998000e+06, 1.39272574e-03, 1.11361975e-02, ...,\n 1.67956315e-02, 6.69148692e-04, 2.50000000e-01],\n [1.07999000e+06, 1.39260700e-03, 1.11358790e-02, ...,\n 1.67952087e-02, 6.69131812e-04, 2.50000000e-01]]), 8776653: array([[0.00000000e+00, 3.31794657e-03, 1.73859343e-01, ...,\n 2.81244278e-01, 1.12497704e-02, 4.99163955e-01],\n [1.00000000e+01, 3.31794657e-03, 1.73855931e-01, ...,\n 2.81239003e-01, 1.12495599e-02, 4.99164164e-01],\n [2.00000000e+01, 3.31794657e-03, 1.73855960e-01, ...,\n 2.81239033e-01, 1.12495609e-02, 4.99164164e-01],\n ...,\n [1.07997000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07998000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01],\n [1.07999000e+06, 4.04681917e-03, 1.87670022e-01, ...,\n 3.02538306e-01, 1.21015320e-02, 4.99060363e-01]]), 8776655: array([[0.00000000e+00, 3.89100522e-01, 3.80217940e-01, ...,\n 5.81865549e-01, 4.84887976e-03, 4.90564048e-01],\n [1.00000000e+01, 3.89093101e-01, 3.80390257e-01, ...,\n 5.82102180e-01, 4.85085184e-03, 4.90570992e-01],\n [2.00000000e+01, 3.89085740e-01, 3.80383968e-01, ...,\n 5.82093537e-01, 4.85077966e-03, 4.90570873e-01],\n ...,\n [1.07997000e+06, 4.18756872e-01, 3.91408324e-01, ...,\n 5.97193122e-01, 4.97660972e-03, 4.90455240e-01],\n [1.07998000e+06, 4.18753803e-01, 3.91407311e-01, ...,\n 5.97191632e-01, 4.97659715e-03, 4.90455270e-01],\n [1.07999000e+06, 4.18750763e-01, 3.91406327e-01, ...,\n 5.97190320e-01, 4.97658644e-03, 4.90455329e-01]]), 8776657: array([[0.00000000e+00, 3.56766693e-02, 4.03515339e-01, ...,\n 6.35689735e-01, 7.26502528e-03, 4.99505937e-01],\n [1.00000000e+01, 3.56766358e-02, 4.03529912e-01, ...,\n 6.35710955e-01, 7.26526789e-03, 4.99505937e-01],\n [2.00000000e+01, 3.56765985e-02, 4.03529495e-01, ...,\n 6.35710359e-01, 7.26526137e-03, 4.99505937e-01],\n ...,\n [1.07997000e+06, 1.48827108e-02, 2.91054815e-01, ...,\n 4.68015254e-01, 5.34874573e-03, 4.99705225e-01],\n [1.07998000e+06, 1.48826921e-02, 2.91054666e-01, ...,\n 4.68015015e-01, 5.34874294e-03, 4.99705225e-01],\n [1.07999000e+06, 1.48826744e-02, 2.91054517e-01, ...,\n 4.68014836e-01, 5.34874108e-03, 4.99705225e-01]]), 8776659: array([[0.00000000e+00, 7.33744130e-02, 2.51304060e-01, ...,\n 3.90851408e-01, 6.10705325e-03, 4.92456794e-01],\n [1.00000000e+01, 7.33740851e-02, 2.51322746e-01, ...,\n 3.90877873e-01, 6.10746676e-03, 4.92457569e-01],\n [2.00000000e+01, 7.33737573e-02, 2.51321971e-01, ...,\n 3.90876830e-01, 6.10745046e-03, 4.92457569e-01],\n ...,\n [1.07997000e+06, 8.03012997e-02, 2.59533674e-01, ...,\n 4.02476162e-01, 6.28869003e-03, 4.92050946e-01],\n [1.07998000e+06, 8.03010911e-02, 2.59533435e-01, ...,\n 4.02475774e-01, 6.28868397e-03, 4.92050946e-01],\n [1.07999000e+06, 8.03008899e-02, 2.59533197e-01, ...,\n 4.02475476e-01, 6.28867932e-03, 4.92050976e-01]]), 8776661: array([[0.00000000e+00, 3.80534818e-03, 1.64635435e-01, ...,\n 2.67273098e-01, 4.92215622e-03, 4.99559134e-01],\n [1.00000000e+01, 3.80534935e-03, 1.64629683e-01, ...,\n 2.67264128e-01, 4.92199091e-03, 4.99559283e-01],\n [2.00000000e+01, 3.80535051e-03, 1.64629728e-01, ...,\n 2.67264187e-01, 4.92199231e-03, 4.99559283e-01],\n ...,\n [1.07997000e+06, 1.02909247e-03, 9.20490399e-02, ...,\n 1.51701242e-01, 2.79376120e-03, 4.99883324e-01],\n [1.07998000e+06, 1.02909165e-03, 9.20490026e-02, ...,\n 1.51701167e-01, 2.79375981e-03, 4.99883324e-01],\n [1.07999000e+06, 1.02909084e-03, 9.20489654e-02, ...,\n 1.51701093e-01, 2.79375841e-03, 4.99883324e-01]]), 8778709: array([[0.00000000e+00, 1.78986788e-03, 1.32696833e-02, ...,\n 1.88566167e-02, 1.23245863e-03, 2.50000000e-01],\n [1.00000000e+01, 1.78989407e-03, 1.62867606e-02, ...,\n 1.04941111e-02, 6.85889623e-04, 2.50000000e-01],\n [2.00000000e+01, 1.78994215e-03, 1.32698584e-02, ...,\n 1.88568309e-02, 1.23247271e-03, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.95766147e-03, 1.36245731e-02, ...,\n 1.92882810e-02, 1.26067200e-03, 2.50000000e-01],\n [1.07998000e+06, 1.95765425e-03, 1.66163146e-02, ...,\n 1.08408267e-02, 7.08550797e-04, 2.50000000e-01],\n [1.07999000e+06, 1.95764122e-03, 1.36245340e-02, ...,\n 1.92882326e-02, 1.26066885e-03, 2.50000000e-01]]), 8776663: array([[0.00000000e+00, 1.12635000e-02, 3.02858144e-01, ...,\n 4.88093257e-01, 8.71595144e-02, 4.97167498e-01],\n [1.00000000e+01, 1.12632513e-02, 3.02859783e-01, ...,\n 4.88095760e-01, 8.71599615e-02, 4.97167379e-01],\n [2.00000000e+01, 1.12630315e-02, 3.02857488e-01, ...,\n 4.88092244e-01, 8.71593282e-02, 4.97167408e-01],\n ...,\n [1.07997000e+06, 8.66338052e-03, 2.73814529e-01, ...,\n 4.43276852e-01, 7.91565850e-02, 4.97573495e-01],\n [1.07998000e+06, 8.66333768e-03, 2.73814052e-01, ...,\n 4.43276078e-01, 7.91564435e-02, 4.97573495e-01],\n [1.07999000e+06, 8.66329484e-03, 2.73813516e-01, ...,\n 4.43275303e-01, 7.91563094e-02, 4.97573495e-01]]), 8776665: array([[0.00000000e+00, 2.46530827e-02, 2.01012105e-01, ...,\n 3.22562128e-01, 7.10489228e-03, 4.96968508e-01],\n [1.00000000e+01, 2.46531703e-02, 2.00990424e-01, ...,\n 3.22529107e-01, 7.10416492e-03, 4.96968538e-01],\n [2.00000000e+01, 2.46532578e-02, 2.00991035e-01, ...,\n 3.22530091e-01, 7.10418681e-03, 4.96968538e-01],\n ...,\n [1.07997000e+06, 4.36420850e-02, 2.48852149e-01, ...,\n 3.94188017e-01, 8.68255552e-03, 4.95756388e-01],\n [1.07998000e+06, 4.36419658e-02, 2.48851910e-01, ...,\n 3.94187629e-01, 8.68254621e-03, 4.95756418e-01],\n [1.07999000e+06, 4.36418429e-02, 2.48851642e-01, ...,\n 3.94187272e-01, 8.68253876e-03, 4.95756418e-01]]), 8776667: array([[0.00000000e+00, 1.05750887e-02, 2.97268599e-01, ...,\n 4.77119893e-01, 7.36296130e-03, 4.99716103e-01],\n [1.00000000e+01, 1.05750738e-02, 2.97271788e-01, ...,\n 4.77124751e-01, 7.36303627e-03, 4.99716103e-01],\n [2.00000000e+01, 1.05750579e-02, 2.97271580e-01, ...,\n 4.77124423e-01, 7.36303115e-03, 4.99716103e-01],\n ...,\n [1.07997000e+06, 7.70403259e-03, 2.63400227e-01, ...,\n 4.25284237e-01, 6.56302832e-03, 4.99764532e-01],\n [1.07998000e+06, 7.70402281e-03, 2.63400078e-01, ...,\n 4.25284028e-01, 6.56302506e-03, 4.99764532e-01],\n [1.07999000e+06, 7.70401303e-03, 2.63399959e-01, ...,\n 4.25283849e-01, 6.56302227e-03, 4.99764532e-01]]), 8776669: array([[0.00000000e+00, 4.16959748e-02, 2.37708539e-01, ...,\n 3.77977341e-01, 2.71926150e-02, 4.86416042e-01],\n [1.00000000e+01, 4.16960008e-02, 2.37655431e-01, ...,\n 3.77898306e-01, 2.71869302e-02, 4.86413479e-01],\n [2.00000000e+01, 4.16960195e-02, 2.37656340e-01, ...,\n 3.77899736e-01, 2.71870326e-02, 4.86413509e-01],\n ...,\n [1.07997000e+06, 6.20194860e-02, 2.75119424e-01, ...,\n 4.32997912e-01, 3.11509296e-02, 4.82844859e-01],\n [1.07998000e+06, 6.20193072e-02, 2.75119126e-01, ...,\n 4.32997406e-01, 3.11508942e-02, 4.82844889e-01],\n [1.07999000e+06, 6.20191321e-02, 2.75118858e-01, ...,\n 4.32997108e-01, 3.11508719e-02, 4.82844919e-01]]), 8776671: array([[0.00000000e+00, 1.76778268e-02, 2.84030855e-01, ...,\n 4.53021526e-01, 4.62266849e-03, 4.99554962e-01],\n [1.00000000e+01, 1.76778287e-02, 2.84018219e-01, ...,\n 4.53002602e-01, 4.62247524e-03, 4.99554992e-01],\n [2.00000000e+01, 1.76778305e-02, 2.84018397e-01, ...,\n 4.53002840e-01, 4.62247804e-03, 4.99554992e-01],\n ...,\n [1.07997000e+06, 1.85969956e-02, 2.89459020e-01, ...,\n 4.61139202e-01, 4.70550219e-03, 4.99541461e-01],\n [1.07998000e+06, 1.85969751e-02, 2.89458960e-01, ...,\n 4.61139083e-01, 4.70550079e-03, 4.99541461e-01],\n [1.07999000e+06, 1.85969546e-02, 2.89458841e-01, ...,\n 4.61138934e-01, 4.70549939e-03, 4.99541461e-01]]), 8780767: array([[0.00000000e+00, 1.62765500e-03, 1.25106173e-02, ...,\n 1.81772262e-02, 9.77270189e-04, 2.50000000e-01],\n [1.00000000e+01, 1.62766979e-03, 1.25106536e-02, ...,\n 1.81772728e-02, 9.77272750e-04, 2.50000000e-01],\n [2.00000000e+01, 1.62768457e-03, 1.25106899e-02, ...,\n 1.81773175e-02, 9.77275195e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 2.54132273e-03, 1.76606067e-02, ...,\n 1.13220373e-02, 6.08711678e-04, 2.50000000e-01],\n [1.07998000e+06, 2.54130317e-03, 1.43760983e-02, ...,\n 2.04815529e-02, 1.10115879e-03, 2.50000000e-01],\n [1.07999000e+06, 2.54129246e-03, 1.76605508e-02, ...,\n 1.13219824e-02, 6.08708768e-04, 2.50000000e-01]]), 8776673: array([[0.00000000e+00, 4.34507988e-03, 2.37294152e-01, ...,\n 3.82266223e-01, 1.27848228e-02, 4.99572992e-01],\n [1.00000000e+01, 4.34504915e-03, 2.37290800e-01, ...,\n 3.82261127e-01, 1.27846524e-02, 4.99573052e-01],\n [2.00000000e+01, 4.34501842e-03, 2.37290159e-01, ...,\n 3.82260084e-01, 1.27846180e-02, 4.99573052e-01],\n ...,\n [1.07997000e+06, 2.68862606e-03, 1.97070658e-01, ...,\n 3.20010424e-01, 1.07026892e-02, 4.99678135e-01],\n [1.07998000e+06, 2.68862303e-03, 1.97070569e-01, ...,\n 3.20010334e-01, 1.07026864e-02, 4.99678135e-01],\n [1.07999000e+06, 2.68861977e-03, 1.97070464e-01, ...,\n 3.20010185e-01, 1.07026808e-02, 4.99678135e-01]]), 8780769: array([[0.00000000e+00, 5.69066178e-05, 4.14224342e-03, ...,\n 6.63548429e-03, 3.94969305e-04, 2.50000000e-01],\n [1.00000000e+01, 5.69073200e-05, 4.14226297e-03, ...,\n 6.63551502e-03, 3.94971139e-04, 2.50000000e-01],\n [2.00000000e+01, 5.69080221e-05, 4.14228207e-03, ...,\n 6.63554342e-03, 3.94972827e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.61440887e-04, 9.35486704e-03, ...,\n 1.38770454e-02, 8.26014613e-04, 2.50000000e-01],\n [1.07998000e+06, 5.61439665e-04, 9.35486052e-03, ...,\n 1.38770379e-02, 8.26014148e-04, 2.50000000e-01],\n [1.07999000e+06, 5.61438443e-04, 9.35485214e-03, ...,\n 1.38770286e-02, 8.26013624e-04, 2.50000000e-01]]), 8776675: array([[0.00000000e+00, 8.90350863e-02, 3.39965880e-01, ...,\n 5.32726109e-01, 2.64642877e-03, 4.99002814e-01],\n [1.00000000e+01, 8.90352950e-02, 3.39924932e-01, ...,\n 5.32667160e-01, 2.64613586e-03, 4.99002635e-01],\n [2.00000000e+01, 8.90355185e-02, 3.39926004e-01, ...,\n 5.32668650e-01, 2.64614332e-03, 4.99002665e-01],\n ...,\n [1.07997000e+06, 1.51590854e-01, 4.11003619e-01, ...,\n 6.33190989e-01, 3.14550917e-03, 4.98640627e-01],\n [1.07998000e+06, 1.51590466e-01, 4.11003232e-01, ...,\n 6.33190393e-01, 3.14550614e-03, 4.98640656e-01],\n [1.07999000e+06, 1.51590079e-01, 4.11002874e-01, ...,\n 6.33189917e-01, 3.14550381e-03, 4.98640656e-01]]), 8780771: array([[0.00000000e+00, 7.19328025e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 7.18970055e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 7.18612264e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.40690366e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776677: array([[0.00000000e+00, 3.39522474e-02, 2.71960795e-01, ...,\n 4.34181899e-01, 2.04609754e-03, 4.99568790e-01],\n [1.00000000e+01, 3.39524187e-02, 2.71969616e-01, ...,\n 4.34195191e-01, 2.04616017e-03, 4.99568790e-01],\n [2.00000000e+01, 3.39525901e-02, 2.71970004e-01, ...,\n 4.34195787e-01, 2.04616296e-03, 4.99568790e-01],\n ...,\n [1.07997000e+06, 4.76937965e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07998000e+06, 4.76938076e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01],\n [1.07999000e+06, 4.76938188e-02, 3.08635354e-01, ...,\n 4.88736510e-01, 2.30318820e-03, 4.99473244e-01]]), 8780773: array([[0.00000000e+00, 2.63540959e-03, 7.59615526e-02, ...,\n 1.23119183e-01, 8.92168004e-03, 4.86777782e-01],\n [1.00000000e+01, 2.63541029e-03, 7.59793743e-02, ...,\n 1.23146899e-01, 8.92368797e-03, 4.86736506e-01],\n [2.00000000e+01, 2.63541099e-03, 7.59792179e-02, ...,\n 1.23146676e-01, 8.92367214e-03, 4.86736655e-01],\n ...,\n [1.07997000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07998000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01],\n [1.07999000e+06, 5.80760762e-02, 2.31051952e-01, ...,\n 3.41531187e-01, 2.47486364e-02, 4.18866754e-01]]), 8780775: array([[0.00000000e+00, 1.12211812e-04, 4.95226216e-03, ...,\n 7.90866837e-03, 5.68968942e-04, 2.50000000e-01],\n [1.00000000e+01, 1.12212314e-04, 4.95227100e-03, ...,\n 7.90868234e-03, 5.68969990e-04, 2.50000000e-01],\n [2.00000000e+01, 1.12212816e-04, 4.95227892e-03, ...,\n 7.90869445e-03, 5.68970863e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.24653464e-03, 1.15268314e-02, ...,\n 1.69246756e-02, 1.21760264e-03, 2.50000000e-01],\n [1.07998000e+06, 1.24653138e-03, 1.15268212e-02, ...,\n 1.69246607e-02, 1.21760147e-03, 2.50000000e-01],\n [1.07999000e+06, 1.24652812e-03, 1.15268119e-02, ...,\n 1.69246495e-02, 1.21760077e-03, 2.50000000e-01]]), 8776679: array([[0.00000000e+00, 9.60300788e-02, 2.75256157e-01, ...,\n 4.26907420e-01, 1.01162903e-02, 4.87999856e-01],\n [1.00000000e+01, 9.60301533e-02, 2.75325596e-01, ...,\n 4.27005321e-01, 1.01186102e-02, 4.88003522e-01],\n [2.00000000e+01, 9.60302204e-02, 2.75324345e-01, ...,\n 4.27003562e-01, 1.01185683e-02, 4.88003433e-01],\n ...,\n [1.07997000e+06, 1.42221466e-01, 3.16019326e-01, ...,\n 4.83553499e-01, 1.14586139e-02, 4.84945983e-01],\n [1.07998000e+06, 1.42221212e-01, 3.16019088e-01, ...,\n 4.83553201e-01, 1.14586074e-02, 4.84946012e-01],\n [1.07999000e+06, 1.42220959e-01, 3.16018939e-01, ...,\n 4.83552992e-01, 1.14586018e-02, 4.84946012e-01]]), 8776681: array([[0.00000000e+00, 2.42261719e-02, 2.81416655e-01, ...,\n 4.46797311e-01, 1.35804657e-02, 4.97861356e-01],\n [1.00000000e+01, 2.42261700e-02, 2.81441689e-01, ...,\n 4.46834415e-01, 1.35815935e-02, 4.97861266e-01],\n [2.00000000e+01, 2.42261682e-02, 2.81441271e-01, ...,\n 4.46833789e-01, 1.35815740e-02, 4.97861266e-01],\n ...,\n [1.07997000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07998000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01],\n [1.07999000e+06, 2.30068043e-02, 2.76087999e-01, ...,\n 4.38889503e-01, 1.33401062e-02, 4.97925460e-01]]), 8780777: array([[0.00000000e+00, 1.42532284e-03, 5.51860929e-02, ...,\n 9.02525261e-02, 3.61010106e-03, 4.93875742e-01],\n [1.00000000e+01, 1.42532727e-03, 5.51870391e-02, ...,\n 9.02540237e-02, 3.61016090e-03, 4.93870348e-01],\n [2.00000000e+01, 1.42533181e-03, 5.51871099e-02, ...,\n 9.02541354e-02, 3.61016532e-03, 4.93870348e-01],\n ...,\n [1.07997000e+06, 1.65900569e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07998000e+06, 1.65900551e-02, 1.39594138e-01, ...,\n 2.17059404e-01, 8.68237577e-03, 4.73970890e-01],\n [1.07999000e+06, 1.65900532e-02, 1.39594138e-01, ...,\n 2.17059374e-01, 8.68237484e-03, 4.73970890e-01]]), 8776683: array([[0.00000000e+00, 6.76552579e-02, 3.21374029e-01, ...,\n 5.06128073e-01, 3.43603571e-03, 4.98907685e-01],\n [1.00000000e+01, 6.76551163e-02, 3.21415931e-01, ...,\n 5.06189048e-01, 3.43644968e-03, 4.98907804e-01],\n [2.00000000e+01, 6.76549748e-02, 3.21414918e-01, ...,\n 5.06187558e-01, 3.43643967e-03, 4.98907804e-01],\n ...,\n [1.07997000e+06, 4.94777597e-02, 2.86421239e-01, ...,\n 4.54773009e-01, 3.08739301e-03, 4.99091208e-01],\n [1.07998000e+06, 4.94776517e-02, 2.86421001e-01, ...,\n 4.54772681e-01, 3.08739091e-03, 4.99091208e-01],\n [1.07999000e+06, 4.94775437e-02, 2.86420733e-01, ...,\n 4.54772294e-01, 3.08738812e-03, 4.99091208e-01]]), 8780779: array([[0.00000000e+00, 1.63299330e-02, 1.49032846e-01, ...,\n 2.31269851e-01, 8.03020317e-03, 4.80991632e-01],\n [1.00000000e+01, 1.63299292e-02, 1.49117336e-01, ...,\n 2.31388822e-01, 8.03433452e-03, 4.80985582e-01],\n [2.00000000e+01, 1.63299255e-02, 1.49115846e-01, ...,\n 2.31386706e-01, 8.03426094e-03, 4.80985433e-01],\n ...,\n [1.07997000e+06, 5.62256202e-03, 1.00854963e-01, ...,\n 1.61162436e-01, 5.59591828e-03, 4.89865929e-01],\n [1.07998000e+06, 5.62255736e-03, 1.00854941e-01, ...,\n 1.61162406e-01, 5.59591735e-03, 4.89865929e-01],\n [1.07999000e+06, 5.62255271e-03, 1.00854903e-01, ...,\n 1.61162347e-01, 5.59591502e-03, 4.89865929e-01]]), 8776685: array([[0.00000000e+00, 1.23811767e-01, 3.61846536e-01, ...,\n 5.67870319e-01, 1.61326807e-02, 4.93736207e-01],\n [1.00000000e+01, 1.23812392e-01, 3.61798286e-01, ...,\n 5.67800522e-01, 1.61306970e-02, 4.93734866e-01],\n [2.00000000e+01, 1.23813003e-01, 3.61799866e-01, ...,\n 5.67802787e-01, 1.61307622e-02, 4.93734866e-01],\n ...,\n [1.07997000e+06, 2.11799487e-01, 4.38417971e-01, ...,\n 6.76569402e-01, 1.92207228e-02, 4.91441220e-01],\n [1.07998000e+06, 2.11799040e-01, 4.38417673e-01, ...,\n 6.76568806e-01, 1.92207061e-02, 4.91441220e-01],\n [1.07999000e+06, 2.11798579e-01, 4.38417286e-01, ...,\n 6.76568389e-01, 1.92206930e-02, 4.91441250e-01]]), 8780781: array([[0.00000000e+00, 1.42469726e-04, 5.76953683e-03, ...,\n 9.04330611e-03, 7.01031473e-04, 2.50000000e-01],\n [1.00000000e+01, 1.42471399e-04, 5.76956151e-03, ...,\n 9.04334243e-03, 7.01034267e-04, 2.50000000e-01],\n [2.00000000e+01, 1.42473058e-04, 5.76958619e-03, ...,\n 9.04337876e-03, 7.01037119e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.67212379e-03, 1.60490423e-02, ...,\n 1.04071451e-02, 8.06755445e-04, 2.50000000e-01],\n [1.07998000e+06, 1.67211134e-03, 1.30928261e-02, ...,\n 1.85637288e-02, 1.43904879e-03, 2.50000000e-01],\n [1.07999000e+06, 1.67210447e-03, 1.60489995e-02, ...,\n 1.04071004e-02, 8.06751952e-04, 2.50000000e-01]]), 8776687: array([[0.00000000e+00, 7.20582187e-01, 4.65331674e-01, ...,\n 7.04473972e-01, 2.55800295e-03, 4.95258659e-01],\n [1.00000000e+01, 7.20581353e-01, 4.65335369e-01, ...,\n 7.04478920e-01, 2.55802087e-03, 4.95256245e-01],\n [2.00000000e+01, 7.20580518e-01, 4.65335220e-01, ...,\n 7.04478741e-01, 2.55802018e-03, 4.95256275e-01],\n ...,\n [1.07997000e+06, 6.31760299e-01, 4.44917798e-01, ...,\n 6.76849544e-01, 2.45769625e-03, 4.95593786e-01],\n [1.07998000e+06, 6.31756127e-01, 4.44916844e-01, ...,\n 6.76848233e-01, 2.45769159e-03, 4.95593786e-01],\n [1.07999000e+06, 6.31751955e-01, 4.44915712e-01, ...,\n 6.76846802e-01, 2.45768623e-03, 4.95593816e-01]]), 8780783: array([[0.00000000e+00, 2.12782161e-05, 2.87196110e-03, ...,\n 4.67233639e-03, 3.13579629e-04, 2.50000000e-01],\n [1.00000000e+01, 2.12782343e-05, 2.87196226e-03, ...,\n 4.67233872e-03, 3.13579774e-04, 2.50000000e-01],\n [2.00000000e+01, 2.12782525e-05, 2.87196296e-03, ...,\n 4.67233919e-03, 3.13579803e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.96564346e-04, 6.61631394e-03, ...,\n 1.02002490e-02, 6.84580475e-04, 2.50000000e-01],\n [1.07998000e+06, 1.96564200e-04, 6.61631254e-03, ...,\n 1.02002472e-02, 6.84580358e-04, 2.50000000e-01],\n [1.07999000e+06, 1.96564055e-04, 6.61631022e-03, ...,\n 1.02002444e-02, 6.84580125e-04, 2.50000000e-01]]), 8780785: array([[0.00000000e+00, 6.81890442e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.00000000e+01, 6.81531037e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [2.00000000e+01, 6.81171811e-37, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n ...,\n [1.07997000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07998000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01],\n [1.07999000e+06, 1.32843094e-42, 0.00000000e+00, ...,\n 0.00000000e+00, 0.00000000e+00, 5.00000000e-01]]), 8776689: array([[0.00000000e+00, 4.72918786e-02, 2.77276397e-01, ...,\n 4.41836894e-01, 2.37930473e-03, 4.99319524e-01],\n [1.00000000e+01, 4.72919829e-02, 2.77313411e-01, ...,\n 4.41892236e-01, 2.37960275e-03, 4.99319524e-01],\n [2.00000000e+01, 4.72920872e-02, 2.77313024e-01, ...,\n 4.41891640e-01, 2.37959949e-03, 4.99319524e-01],\n ...,\n [1.07997000e+06, 8.79145786e-02, 3.48438084e-01, ...,\n 5.46318233e-01, 2.94193975e-03, 4.99020725e-01],\n [1.07998000e+06, 8.79143924e-02, 3.48437816e-01, ...,\n 5.46317995e-01, 2.94193858e-03, 4.99020725e-01],\n [1.07999000e+06, 8.79142061e-02, 3.48437607e-01, ...,\n 5.46317577e-01, 2.94193625e-03, 4.99020755e-01]]), 8780787: array([[0.00000000e+00, 2.77194194e-02, 2.40590423e-01, ...,\n 3.83116901e-01, 1.87802408e-02, 4.94247049e-01],\n [1.00000000e+01, 2.77194194e-02, 2.40564555e-01, ...,\n 3.83078277e-01, 1.87783465e-02, 4.94246960e-01],\n [2.00000000e+01, 2.77194194e-02, 2.40564972e-01, ...,\n 3.83078903e-01, 1.87783781e-02, 4.94246960e-01],\n ...,\n [1.07997000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01],\n [1.07998000e+06, 3.16003002e-02, 2.52586305e-01, ...,\n 4.00955617e-01, 1.96546875e-02, 4.93785053e-01],\n [1.07999000e+06, 3.16003002e-02, 2.52586335e-01, ...,\n 4.00955647e-01, 1.96546894e-02, 4.93785053e-01]]), 8778739: array([[0.00000000e+00, 9.64232095e-05, 5.35252271e-03, ...,\n 8.35426431e-03, 9.38681420e-04, 2.50000000e-01],\n [1.00000000e+01, 9.64240680e-05, 5.35253994e-03, ...,\n 8.35428759e-03, 9.38684039e-04, 2.50000000e-01],\n [2.00000000e+01, 9.64249266e-05, 5.35255717e-03, ...,\n 8.35431460e-03, 9.38687066e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 5.83632209e-05, 4.45171958e-03, ...,\n 7.05152517e-03, 7.92306208e-04, 2.50000000e-01],\n [1.07998000e+06, 5.83628062e-05, 4.45170794e-03, ...,\n 7.05150887e-03, 7.92304403e-04, 2.50000000e-01],\n [1.07999000e+06, 5.83623914e-05, 4.45169583e-03, ...,\n 7.05149071e-03, 7.92302366e-04, 2.50000000e-01]]), 8776691: array([[0.00000000e+00, 7.26904571e-01, 6.17504954e-01, ...,\n 9.49855983e-01, 5.68776019e-02, 4.73474979e-01],\n [1.00000000e+01, 7.26905763e-01, 6.17403865e-01, ...,\n 9.49715734e-01, 5.68692051e-02, 4.73464310e-01],\n [2.00000000e+01, 7.26906836e-01, 6.17406309e-01, ...,\n 9.49719012e-01, 5.68693988e-02, 4.73464489e-01],\n ...,\n [1.07997000e+06, 6.54203475e-01, 5.94989479e-01, ...,\n 9.18502510e-01, 5.50001487e-02, 4.75019276e-01],\n [1.07998000e+06, 6.54199183e-01, 5.94988108e-01, ...,\n 9.18500483e-01, 5.50000258e-02, 4.75019366e-01],\n [1.07999000e+06, 6.54194891e-01, 5.94986737e-01, ...,\n 9.18498576e-01, 5.49999140e-02, 4.75019455e-01]]), 8776693: array([[0.00000000e+00, 5.98379830e-03, 1.48919106e-01, ...,\n 2.37804025e-01, 1.44123659e-02, 4.94040698e-01],\n [1.00000000e+01, 5.98380063e-03, 1.48942351e-01, ...,\n 2.37838909e-01, 1.44144800e-02, 4.94038016e-01],\n [2.00000000e+01, 5.98380296e-03, 1.48942098e-01, ...,\n 2.37838507e-01, 1.44144557e-02, 4.94038045e-01],\n ...,\n [1.07997000e+06, 9.04698763e-03, 1.73740193e-01, ...,\n 2.74630100e-01, 1.66442487e-02, 4.92384821e-01],\n [1.07998000e+06, 9.04698297e-03, 1.73740163e-01, ...,\n 2.74630070e-01, 1.66442469e-02, 4.92384821e-01],\n [1.07999000e+06, 9.04697925e-03, 1.73740163e-01, ...,\n 2.74630040e-01, 1.66442450e-02, 4.92384821e-01]]), 8776695: array([[0.00000000e+00, 6.81043193e-02, 2.70861149e-01, ...,\n 4.25238162e-01, 2.89277663e-03, 4.98022914e-01],\n [1.00000000e+01, 6.81044236e-02, 2.70826399e-01, ...,\n 4.25187945e-01, 2.89243483e-03, 4.98022586e-01],\n [2.00000000e+01, 6.81045204e-02, 2.70827174e-01, ...,\n 4.25189078e-01, 2.89244275e-03, 4.98022586e-01],\n ...,\n [1.07997000e+06, 6.93864971e-02, 2.72668540e-01, ...,\n 4.27850008e-01, 2.91054416e-03, 4.98000890e-01],\n [1.07998000e+06, 6.93863183e-02, 2.72668242e-01, ...,\n 4.27849561e-01, 2.91054114e-03, 4.98000890e-01],\n [1.07999000e+06, 6.93861395e-02, 2.72668034e-01, ...,\n 4.27849263e-01, 2.91053904e-03, 4.98000890e-01]]), 8778735: array([[0.00000000e+00, 6.12153053e-06, 1.75474631e-03, ...,\n 2.88383663e-03, 1.67664926e-04, 2.50000000e-01],\n [1.00000000e+01, 6.12154872e-06, 1.75475457e-03, ...,\n 2.88384990e-03, 1.67665698e-04, 2.50000000e-01],\n [2.00000000e+01, 6.12156691e-06, 1.75475783e-03, ...,\n 2.88385479e-03, 1.67665974e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 1.00137899e-04, 5.54593280e-03, ...,\n 8.59280024e-03, 4.99581394e-04, 2.50000000e-01],\n [1.07998000e+06, 1.00137644e-04, 5.54592814e-03, ...,\n 8.59279279e-03, 4.99580987e-04, 2.50000000e-01],\n [1.07999000e+06, 1.00137389e-04, 5.54592302e-03, ...,\n 8.59278534e-03, 4.99580579e-04, 2.50000000e-01]]), 8776697: array([[0.00000000e+00, 4.12192848e-03, 2.35118285e-01, ...,\n 3.79404813e-01, 1.51157305e-02, 4.99536991e-01],\n [1.00000000e+01, 4.12189728e-03, 2.35118821e-01, ...,\n 3.79405618e-01, 1.51157621e-02, 4.99536961e-01],\n [2.00000000e+01, 4.12186608e-03, 2.35118151e-01, ...,\n 3.79404575e-01, 1.51157202e-02, 4.99536961e-01],\n ...,\n [1.07997000e+06, 3.16806650e-03, 2.12367818e-01, ...,\n 3.44203651e-01, 1.37132937e-02, 4.99603420e-01],\n [1.07998000e+06, 3.16806370e-03, 2.12367728e-01, ...,\n 3.44203532e-01, 1.37132881e-02, 4.99603420e-01],\n [1.07999000e+06, 3.16806044e-03, 2.12367639e-01, ...,\n 3.44203353e-01, 1.37132816e-02, 4.99603420e-01]]), 8778747: array([[0.00000000e+00, 7.94712105e-04, 8.90024006e-03, ...,\n 1.38273071e-02, 5.83430694e-04, 2.50000000e-01],\n [1.00000000e+01, 7.94718624e-04, 8.90026800e-03, ...,\n 1.38273453e-02, 5.83432324e-04, 2.50000000e-01],\n [2.00000000e+01, 7.94725143e-04, 8.90029408e-03, ...,\n 1.38273817e-02, 5.83433837e-04, 2.50000000e-01],\n ...,\n [1.07997000e+06, 9.06518660e-03, 2.28557810e-02, ...,\n 1.53365918e-02, 6.47113600e-04, 2.50000000e-01],\n [1.07998000e+06, 9.06507950e-03, 2.28557382e-02, ...,\n 1.53365359e-02, 6.47111272e-04, 2.50000000e-01],\n [1.07999000e+06, 9.06497240e-03, 2.28557009e-02, ...,\n 1.53364828e-02, 6.47109002e-04, 2.50000000e-01]]), 8776701: array([[0.00000000e+00, 2.98062060e-02, 2.12754324e-01, ...,\n 3.33086818e-01, 4.69136387e-02, 4.59901154e-01],\n [1.00000000e+01, 2.98057590e-02, 2.12722793e-01, ...,\n 3.33041549e-01, 4.69072610e-02, 4.59895879e-01],\n [2.00000000e+01, 2.98053343e-02, 2.12722227e-01, ...,\n 3.33040744e-01, 4.69071493e-02, 4.59896296e-01],\n ...,\n [1.07997000e+06, 2.10699830e-02, 1.87408924e-01, ...,\n 2.96289831e-01, 4.17309627e-02, 4.67300296e-01],\n [1.07998000e+06, 2.10699253e-02, 1.87408745e-01, ...,\n 2.96289563e-01, 4.17309254e-02, 4.67300355e-01],\n [1.07999000e+06, 2.10698675e-02, 1.87408581e-01, ...,\n 2.96289355e-01, 4.17308956e-02, 4.67300415e-01]]), 8776703: array([[0.00000000e+00, 1.96179479e-01, 3.51043463e-01, ...,\n 5.38519084e-01, 5.97690418e-03, 4.93292034e-01],\n [1.00000000e+01, 1.96179733e-01, 3.50998729e-01, ...,\n 5.38457453e-01, 5.97622013e-03, 4.93290156e-01],\n [2.00000000e+01, 1.96180001e-01, 3.50999773e-01, ...,\n 5.38458943e-01, 5.97623689e-03, 4.93290186e-01],\n ...,\n [1.07997000e+06, 2.09018514e-01, 3.58814120e-01, ...,\n 5.49209177e-01, 6.09555095e-03, 4.93041515e-01],\n [1.07998000e+06, 2.09017962e-01, 3.58813822e-01, ...,\n 5.49208701e-01, 6.09554583e-03, 4.93041515e-01],\n [1.07999000e+06, 2.09017396e-01, 3.58813524e-01, ...,\n 5.49208224e-01, 6.09554071e-03, 4.93041545e-01]])}]'. Reason: 'MemoryError()'" + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 131\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"segment \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_indexed_60\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"key_index\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\" \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 132\u001b[0m )\n\u001b[0;32m--> 133\u001b[0;31m \u001b[0mtemp_df_range_1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msingle_seg_length_10\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 134\u001b[0m \u001b[0mtemp_df_range_2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msingle_seg_length_10\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 135\u001b[0m \u001b[0;31m# print(temp_df_range_1, temp_df_range_2)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'single_seg_length_10' is not defined" ] } ], "source": [ - "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\",\"florence_933020089_dt10.yaml\"]\n", + "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", "df_indexed_300 = pd.DataFrame()\n", "df_indexed_60 = pd.DataFrame()\n", - "df_indexed_10 = pd.DataFrame()\n", + "# df_indexed_10 = pd.DataFrame()\n", "single_seg_length_300 = 0\n", "single_seg_length_60 = 0\n", - "single_seg_length_10 = 0\n", + "# single_seg_length_10 = 0\n", "for c_i in custom_input_file_list:\n", " custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", " custom_input_file = c_i\n", @@ -2131,7 +2011,11 @@ { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "jupyter": { + "source_hidden": true + } + }, "outputs": [], "source": [ "df_indexed_300 \n", From cb452fc1b5423a5e3cdfaaa41cf061ed26eda376 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Wed, 4 Nov 2020 11:41:07 -0600 Subject: [PATCH 09/17] graphs top 3 of 300 and 60 together --- src/python_routing_v01/Florence_Test.ipynb | 1137 ++------------------ 1 file changed, 67 insertions(+), 1070 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 59be82192..cac200d7c 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -44,18 +44,9 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - " data = yaml.load(custom_file)\n" - ] - } - ], + "outputs": [], "source": [ "supernetwork_parameters = None\n", "waterbody_parameters = None\n", @@ -138,7 +129,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -161,20 +152,9 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.039980411529541016 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "if showtiming:\n", " program_start_time = time.time()\n", @@ -220,19 +200,9 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.004998445510864258 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 2: Separate the networks and build the sub-graph of reaches within each network\n", "if showtiming:\n", @@ -256,25 +226,9 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.018932104110717773 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 3.838539123535156e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.019091367721557617 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 3: Organize Network for Waterbodies\n", "if break_network_at_waterbodies:\n", @@ -374,19 +328,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.020688295364379883 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 4: Handle Channel Initial States\n", "if showtiming:\n", @@ -427,19 +371,9 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "creating qlateral array ...\n", - "qlateral array complete\n", - "... in 5.834100008010864 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "# STEP 5: Read (or set) QLateral Inputs\n", "if showtiming:\n", @@ -480,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -503,17 +437,9 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "metadata": {}, - 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Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.7866103649139404 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.004475593566894531 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.015440702438354492 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 0.00012683868408203125 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.018262147903442383 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.019921064376831055 seconds.\n", - "creating qlateral array ...\n", - "qlateral array complete\n", - "... in 5.826689958572388 seconds.\n", - "executing routing computation ...\n", - "routing ordered reaches for networks of order 2 ... \n", - "... complete in 6.935623645782471 seconds.\n", - "max_courant: [27.53112221]\n", - "routing ordered reaches for networks of order 1 ... \n", - "... complete in 9.475980758666992 seconds.\n", - "max_courant: [0.]\n", - "routing ordered reaches for networks of order 0 ... \n", - "writing segment output to --> ../../test/output/text/933020089.csv\n", - "... complete in 19.156185626983643 seconds.\n", - "max_courant: [126.81378174]\n", - "ordered reach computation complete\n", - "... in 18.554224014282227 seconds.\n", - "program complete\n", - "... in 26.389421463012695 seconds.\n" - ] - } - ], + "outputs": [], "source": [ "custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", "custom_input_file = \"florence_933020089_dt300.yaml\"\n", @@ -1735,135 +855,12 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.02681756019592285 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.003945350646972656 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.013126611709594727 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 2.2172927856445312e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.014851808547973633 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.017706632614135742 seconds.\n", - "creating qlateral array ...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", - "\n", - "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "qlateral array complete\n", - "... in 5.478479385375977 seconds.\n", - "executing routing computation ...\n", - "routing ordered reaches for networks of order 2 ... \n", - "... complete in 6.991853713989258 seconds.\n", - "max_courant: [27.53112221]\n", - "routing ordered reaches for networks of order 1 ... \n", - "... complete in 9.450271606445312 seconds.\n", - "max_courant: [0.]\n", - "routing ordered reaches for networks of order 0 ... \n", - "writing segment output to --> ../../test/output/text/933020089.csv\n", - "... complete in 19.268580675125122 seconds.\n", - "max_courant: [126.81378174]\n", - "ordered reach computation complete\n", - "... in 18.68150782585144 seconds.\n", - "program complete\n", - "... in 25.390630960464478 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", - "\n", - "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.5714733600616455 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.0040130615234375 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.013519287109375 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 2.47955322265625e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.015557050704956055 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.0167696475982666 seconds.\n", - "creating qlateral array ...\n", - "qlateral array complete\n", - "... in 5.510070562362671 seconds.\n", - "executing routing computation ...\n", - "routing ordered reaches for networks of order 2 ... \n", - "... complete in 29.96049165725708 seconds.\n", - "max_courant: [5.51265717]\n", - "routing ordered reaches for networks of order 1 ... \n", - "... complete in 42.98240113258362 seconds.\n", - "max_courant: [0.]\n", - "routing ordered reaches for networks of order 0 ... \n", - "writing segment output to --> ../../test/output/text/933020089.csv\n", - "... complete in 91.62962865829468 seconds.\n", - "max_courant: [25.36383247]\n", - "ordered reach computation complete\n", - "... in 93.24933743476868 seconds.\n", - "program complete\n", - "... in 100.54020357131958 seconds.\n" - ] - }, - { - "ename": "NameError", - "evalue": "name 'single_seg_length_10' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 131\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"segment \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_indexed_60\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"key_index\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\" \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 132\u001b[0m )\n\u001b[0;32m--> 133\u001b[0;31m \u001b[0mtemp_df_range_1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msingle_seg_length_10\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 134\u001b[0m \u001b[0mtemp_df_range_2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msingle_seg_length_10\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 135\u001b[0m \u001b[0;31m# print(temp_df_range_1, temp_df_range_2)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mNameError\u001b[0m: name 'single_seg_length_10' is not defined" - ] - } - ], + "outputs": [], "source": [ "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", + "# custom_input_file_list = [\"florence_933020089_dt300.yaml\"]\n", "df_indexed_300 = pd.DataFrame()\n", "df_indexed_60 = pd.DataFrame()\n", "# df_indexed_10 = pd.DataFrame()\n", @@ -1921,8 +918,8 @@ " single_seg_length_300 = single_seg_length\n", " elif c_i == \"florence_933020089_dt60.yaml\":\n", " single_seg_length_60 = single_seg_length\n", - " else:\n", - " single_seg_length_10 = single_seg_length\n", + "# else:\n", + "# single_seg_length_10 = single_seg_length\n", "\n", " # single_seg_length * 611\n", "\n", @@ -1974,37 +971,37 @@ " df_indexed_300 = df_filtered.reset_index()\n", " elif c_i == \"florence_933020089_dt60.yaml\":\n", " df_indexed_60 = df_filtered.reset_index()\n", - " else:\n", - " df_indexed_10 = df_filtered.reset_index()\n", + "# else:\n", + "# df_indexed_10 = df_filtered.reset_index()\n", "\n", "test_chart = go.FigureWidget()\n", - "for x in range(0, 3):\n", + "for x in range(0,3):\n", " temp_df_range_1 = single_seg_length_300 * (x)\n", " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", - "# print(temp_df_range_1, temp_df_range_2)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", " )\n", " temp_df_range_1 = single_seg_length_60 * (x)\n", " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", - "# print(temp_df_range_1, temp_df_range_2)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", - " )\n", - " temp_df_range_1 = single_seg_length_10 * (x)\n", - " temp_df_range_2 = single_seg_length_10 * (x + 1)\n", - "# print(temp_df_range_1, temp_df_range_2)\n", - " test_chart.add_scatter(\n", - " x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", " )\n", - "\n", - "test_chart.layout.title = \"Timestep Chart 300, 60, 10\"\n", + " # temp_df_range_1 = single_seg_length_10 * (x)\n", + " # temp_df_range_2 = single_seg_length_10 * (x + 1)\n", + " # # print(temp_df_range_1, temp_df_range_2)\n", + " # test_chart.add_scatter(\n", + " # x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " # y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " # name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " # )\n", + "\n", + "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", "plot(test_chart)\n" ] }, From 984f612ef015efc69a5b7580cbacafd8dcc7b045 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Thu, 5 Nov 2020 09:05:53 -0600 Subject: [PATCH 10/17] trying to debug why df not saving --- src/python_routing_v01/Florence_Test.ipynb | 954 ++++++++++++++++++++- 1 file changed, 935 insertions(+), 19 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index cac200d7c..4798b28b6 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -853,6 +853,903 @@ ")\n" ] }, + { + "cell_type": "code", + "execution_count": 118, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 42%|████▏ | 467/1108 [00:06<00:08, 77.75it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "... complete in 7.442021131515503 seconds.\n", + "max_courant: [27.53112221]\n", + "routing ordered reaches for networks of order 1 ... \n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 45%|████▌ | 499/1108 [00:09<00:24, 25.35it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "... complete in 10.689549922943115 seconds.\n", + "max_courant: [0.]\n", + "routing ordered reaches for networks of order 0 ... \n", + "writing segment output to --> ../../test/output/text/933020089.csv\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [00:19<00:00, 30.74it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "... complete in 20.67527413368225 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [00:19<00:00, 55.87it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "max_courant: [126.81378174]\n", + "ordered reach computation complete\n", + "... in 19.86615228652954 seconds.\n", + "program complete\n", + "... in 28.7883517742157 seconds.\n", + "2016\n", + "1\n", + "1 florence_933020089_dt60.yaml\n", + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.02483367919921875 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.13477635383605957 seconds." + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.013811588287353516 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 3.743171691894531e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.015358924865722656 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.017221450805664062 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 5.4858832359313965 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [01:32<00:00, 7.14it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "... complete in 93.49365997314453 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [01:35<00:00, 11.59it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "max_courant: [25.36383247]\n", + "ordered reach computation complete\n", + "... in 95.66082572937012 seconds.\n", + "program complete\n", + "... in 102.13372921943665 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "10080\n", + "1\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'time'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m~/jupyter/lib64/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 2888\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2889\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcasted_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2890\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mKeyError\u001b[0m: 'time'", + "\nThe above exception was the direct cause of the following exception:\n", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 615\u001b[0m \u001b[0;31m# print(temp_df_range_1, temp_df_range_2)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 616\u001b[0m test_chart.add_scatter(\n\u001b[0;32m--> 617\u001b[0;31m \u001b[0mx\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdf_indexed_300\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mtemp_df_range_2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"time\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 618\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdf_indexed_300\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mtemp_df_range_2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"flowval\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 619\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"segment \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_indexed_300\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"key_index\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\" \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m300\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/jupyter/lib64/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 2897\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlevels\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2898\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2899\u001b[0;31m \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2900\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mis_integer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2901\u001b[0m \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/jupyter/lib64/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 2889\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcasted_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2890\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2891\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2892\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2893\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtolerance\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mKeyError\u001b[0m: 'time'" + ] + } + ], + "source": [ + "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", + "for i,c_i in enumerate(custom_input_file_list):\n", + " print(i,c_i)\n", + " import pathlib\n", + " import sys\n", + " import time\n", + " import glob\n", + " from tqdm import tqdm\n", + " import multiprocessing\n", + "\n", + " root = pathlib.Path(\"../../\").resolve()\n", + " sys.path.append(str(root.joinpath(\"src\", \"python_framework_v02\")))\n", + " sys.path.append(str(root.joinpath(\"src\", \"python_framework_v01\")))\n", + " sys.path.append(str(root.joinpath(\"src\", \"python_routing_v01\")))\n", + " sys.path.append(\".\")\n", + " import nhd_io as nio\n", + " import compute_nhd_routing_SingleSeg as tr\n", + " import nhd_network_utilities_v01 as nnu\n", + " import nhd_reach_utilities as nru\n", + "\n", + " custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", + " custom_input_file = c_i\n", + " run_pocono2_test = None\n", + "\n", + " supernetwork_parameters = None\n", + " waterbody_parameters = None\n", + " if custom_input_file:\n", + " (\n", + " supernetwork_parameters,\n", + " waterbody_parameters,\n", + " forcing_parameters,\n", + " restart_parameters,\n", + " output_parameters,\n", + " run_parameters,\n", + " ) = nio.read_custom_input(custom_input_folder.joinpath(custom_input_file))\n", + "\n", + " break_network_at_waterbodies = run_parameters.get(\n", + " \"break_network_at_waterbodies\", None\n", + " )\n", + "\n", + " dt = run_parameters.get(\"dt\", None)\n", + " nts = run_parameters.get(\"nts\", None)\n", + " qts_subdivisions = run_parameters.get(\"qts_subdivisions\", None)\n", + " debuglevel = -1 * int(run_parameters.get(\"debuglevel\", 0))\n", + " verbose = run_parameters.get(\"verbose\", None)\n", + " showtiming = run_parameters.get(\"showtiming\", None)\n", + " percentage_complete = run_parameters.get(\"percentage_complete\", None)\n", + " do_network_analysis_only = run_parameters.get(\"do_network_analysis_only\", None)\n", + " assume_short_ts = run_parameters.get(\"assume_short_ts\", None)\n", + " parallel_compute = run_parameters.get(\"parallel_compute\", None)\n", + " cpu_pool = run_parameters.get(\"cpu_pool\", None)\n", + " sort_networks = run_parameters.get(\"sort_networks\", None)\n", + "\n", + " csv_output = output_parameters.get(\"csv_output\", None)\n", + " nc_output_folder = output_parameters.get(\"nc_output_folder\", None)\n", + "\n", + " qlat_const = forcing_parameters.get(\"qlat_const\", None)\n", + " qlat_input_file = forcing_parameters.get(\"qlat_input_file\", None)\n", + " qlat_input_folder = forcing_parameters.get(\"qlat_input_folder\", None)\n", + " qlat_file_pattern_filter = forcing_parameters.get(\"qlat_file_pattern_filter\", None)\n", + " qlat_file_index_col = forcing_parameters.get(\"qlat_file_index_col\", None)\n", + " qlat_file_value_col = forcing_parameters.get(\"qlat_file_value_col\", None)\n", + "\n", + " wrf_hydro_channel_restart_file = restart_parameters.get(\n", + " \"wrf_hydro_channel_restart_file\", None\n", + " )\n", + " wrf_hydro_channel_ID_crosswalk_file = restart_parameters.get(\n", + " \"wrf_hydro_channel_ID_crosswalk_file\", None\n", + " )\n", + " wrf_hydro_channel_ID_crosswalk_file_field_name = restart_parameters.get(\n", + " \"wrf_hydro_channel_ID_crosswalk_file_field_name\", None\n", + " )\n", + " wrf_hydro_channel_restart_upstream_flow_field_name = restart_parameters.get(\n", + " \"wrf_hydro_channel_restart_upstream_flow_field_name\", None\n", + " )\n", + " wrf_hydro_channel_restart_downstream_flow_field_name = restart_parameters.get(\n", + " \"wrf_hydro_channel_restart_downstream_flow_field_name\", None\n", + " )\n", + " wrf_hydro_channel_restart_depth_flow_field_name = restart_parameters.get(\n", + " \"wrf_hydro_channel_restart_depth_flow_field_name\", None\n", + " )\n", + "\n", + " wrf_hydro_waterbody_restart_file = restart_parameters.get(\n", + " \"wrf_hydro_waterbody_restart_file\", None\n", + " )\n", + " wrf_hydro_waterbody_ID_crosswalk_file = restart_parameters.get(\n", + " \"wrf_hydro_waterbody_ID_crosswalk_file\", None\n", + " )\n", + " wrf_hydro_waterbody_ID_crosswalk_file_field_name = restart_parameters.get(\n", + " \"wrf_hydro_waterbody_ID_crosswalk_file_field_name\", None\n", + " )\n", + " wrf_hydro_waterbody_crosswalk_filter_file = restart_parameters.get(\n", + " \"wrf_hydro_waterbody_crosswalk_filter_file\", None\n", + " )\n", + " wrf_hydro_waterbody_crosswalk_filter_file_field_name = restart_parameters.get(\n", + " \"wrf_hydro_waterbody_crosswalk_filter_file_field_name\", None\n", + " )\n", + "\n", + " # Any specific commandline arguments will override the file\n", + " # TODO: There are probably some pathological collisions that could\n", + " # arise from this ordering ... check these out.\n", + "\n", + " if run_pocono2_test:\n", + " if verbose:\n", + " print(\"running test case for Pocono_TEST2 domain\")\n", + " # Overwrite the following test defaults\n", + " supernetwork = \"Pocono_TEST2\"\n", + " break_network_at_waterbodies = False\n", + " qts_subdivisions = 1 # change qts_subdivisions = 1 as default\n", + " dt = 300 / qts_subdivisions\n", + " nts = 144 * qts_subdivisions\n", + " csv_output = {\"csv_output_folder\": os.path.join(root, \"test\", \"output\", \"text\")}\n", + " nc_output_folder = os.path.join(root, \"test\", \"output\", \"text\")\n", + " # test 1. Take lateral flow from re-formatted wrf-hydro output from Pocono Basin simulation\n", + " qlat_input_file = os.path.join(\n", + " root, r\"test/input/geo/PoconoSampleData2/Pocono_ql_testsamp1_nwm_mc.csv\"\n", + " )\n", + " if showtiming:\n", + " program_start_time = time.time()\n", + " if verbose:\n", + " print(f\"begin program t-route ...\")\n", + "\n", + " # STEP 1: Read the supernetwork dataset and build the connections graph\n", + " if verbose:\n", + " print(\"creating supernetwork connections set\")\n", + " if showtiming:\n", + " start_time = time.time()\n", + "\n", + " if supernetwork_parameters:\n", + " supernetwork_values = nnu.get_nhd_connections(\n", + " supernetwork_parameters=supernetwork_parameters,\n", + " verbose=False,\n", + " debuglevel=debuglevel,\n", + " )\n", + "\n", + " else:\n", + " test_folder = os.path.join(root, r\"test\")\n", + " geo_input_folder = os.path.join(test_folder, r\"input\", r\"geo\")\n", + " supernetwork_parameters, supernetwork_values = nnu.set_networks(\n", + " supernetwork=supernetwork,\n", + " geo_input_folder=geo_input_folder,\n", + " verbose=False,\n", + " debuglevel=debuglevel,\n", + " )\n", + " waterbody_parameters = nnu.set_waterbody_parameters(\n", + " supernetwork=supernetwork,\n", + " geo_input_folder=geo_input_folder,\n", + " verbose=False,\n", + " debuglevel=debuglevel,\n", + " )\n", + "\n", + " if verbose:\n", + " print(\"supernetwork connections set complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + "\n", + " connections = supernetwork_values[0]\n", + " # STEP 2: Separate the networks and build the sub-graph of reaches within each network\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"organizing connections into reaches ...\")\n", + " networks = nru.compose_networks(\n", + " supernetwork_values,\n", + " break_network_at_waterbodies=break_network_at_waterbodies,\n", + " verbose=False,\n", + " debuglevel=debuglevel,\n", + " showtiming=showtiming,\n", + " )\n", + "\n", + " if verbose:\n", + " print(\"reach organization complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + " # STEP 3: Organize Network for Waterbodies\n", + " if break_network_at_waterbodies:\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"reading waterbody parameter file ...\")\n", + "\n", + " ## STEP 3a: Read waterbody parameter file\n", + " waterbodies_values = supernetwork_values[12]\n", + " waterbodies_segments = supernetwork_values[13]\n", + " connections_tailwaters = supernetwork_values[4]\n", + "\n", + " waterbodies_df = nio.read_waterbody_df(waterbody_parameters, waterbodies_values,)\n", + " waterbodies_df = waterbodies_df.sort_index(axis=\"index\").sort_index(axis=\"columns\")\n", + "\n", + " nru.order_networks(connections, networks, connections_tailwaters)\n", + "\n", + " if verbose:\n", + " print(\"waterbodies complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + "\n", + " ## STEP 3b: Order subnetworks above and below reservoirs\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"ordering waterbody subnetworks ...\")\n", + "\n", + " max_network_seqorder = -1\n", + " for network in networks:\n", + " max_network_seqorder = max(\n", + " networks[network][\"network_seqorder\"], max_network_seqorder\n", + " )\n", + " ordered_networks = {}\n", + "\n", + " for terminal_segment, network in networks.items():\n", + " if network[\"network_seqorder\"] not in ordered_networks:\n", + " ordered_networks[network[\"network_seqorder\"]] = []\n", + " ordered_networks[network[\"network_seqorder\"]].append(\n", + " (terminal_segment, network)\n", + " )\n", + "\n", + " if verbose:\n", + " print(\"ordering waterbody subnetworks complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + "\n", + " else:\n", + " # If we are not splitting the networks, we can put them all in one order\n", + " max_network_seqorder = 0\n", + " ordered_networks = {}\n", + " ordered_networks[0] = [\n", + " (terminal_segment, network) for terminal_segment, network in networks.items()\n", + " ]\n", + "\n", + " if do_network_analysis_only:\n", + " sys.exit()\n", + "\n", + " if break_network_at_waterbodies:\n", + " ## STEP 3c: Handle Waterbody Initial States\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"setting waterbody initial states ...\")\n", + "\n", + " if wrf_hydro_waterbody_restart_file:\n", + "\n", + " waterbody_initial_states_df = nio.get_reservoir_restart_from_wrf_hydro(\n", + " wrf_hydro_waterbody_restart_file,\n", + " wrf_hydro_waterbody_ID_crosswalk_file,\n", + " wrf_hydro_waterbody_ID_crosswalk_file_field_name,\n", + " wrf_hydro_waterbody_crosswalk_filter_file,\n", + " wrf_hydro_waterbody_crosswalk_filter_file_field_name,\n", + " )\n", + " else:\n", + " # TODO: Consider adding option to read cold state from route-link file\n", + " waterbody_initial_ds_flow_const = 0.0\n", + " waterbody_initial_depth_const = 0.0\n", + " # Set initial states from cold-state\n", + " waterbody_initial_states_df = pd.DataFrame(\n", + " 0, index=waterbodies_df.index, columns=[\"qd0\", \"h0\",], dtype=\"float32\"\n", + " )\n", + " # TODO: This assignment could probably by done in the above call\n", + " waterbody_initial_states_df[\"qd0\"] = waterbody_initial_ds_flow_const\n", + " waterbody_initial_states_df[\"h0\"] = waterbody_initial_depth_const\n", + " waterbody_initial_states_df[\"index\"] = range(len(waterbody_initial_states_df))\n", + "\n", + " if verbose:\n", + " print(\"waterbody initial states complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + " # STEP 4: Handle Channel Initial States\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"setting channel initial states ...\")\n", + "\n", + " if wrf_hydro_channel_restart_file:\n", + "\n", + " channel_initial_states_df = nio.get_stream_restart_from_wrf_hydro(\n", + " wrf_hydro_channel_restart_file,\n", + " wrf_hydro_channel_ID_crosswalk_file,\n", + " wrf_hydro_channel_ID_crosswalk_file_field_name,\n", + " wrf_hydro_channel_restart_upstream_flow_field_name,\n", + " wrf_hydro_channel_restart_downstream_flow_field_name,\n", + " wrf_hydro_channel_restart_depth_flow_field_name,\n", + " )\n", + " else:\n", + " # TODO: Consider adding option to read cold state from route-link file\n", + " channel_initial_us_flow_const = 0.0\n", + " channel_initial_ds_flow_const = 0.0\n", + " channel_initial_depth_const = 0.0\n", + " # Set initial states from cold-state\n", + " channel_initial_states_df = pd.DataFrame(\n", + " 0, index=connections.keys(), columns=[\"qu0\", \"qd0\", \"h0\",], dtype=\"float32\"\n", + " )\n", + " channel_initial_states_df[\"qu0\"] = channel_initial_us_flow_const\n", + " channel_initial_states_df[\"qd0\"] = channel_initial_ds_flow_const\n", + " channel_initial_states_df[\"h0\"] = channel_initial_depth_const\n", + " channel_initial_states_df[\"index\"] = range(len(channel_initial_states_df))\n", + "\n", + " if verbose:\n", + " print(\"channel initial states complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + " # STEP 5: Read (or set) QLateral Inputs\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"creating qlateral array ...\")\n", + "\n", + " # initialize qlateral dict\n", + " qlateral = {}\n", + "\n", + " if qlat_input_folder:\n", + " qlat_files = []\n", + " for pattern in qlat_file_pattern_filter:\n", + " qlat_files.extend(glob.glob(qlat_input_folder + pattern))\n", + " qlat_df = nio.get_ql_from_wrf_hydro(\n", + " qlat_files=qlat_files,\n", + " index_col=qlat_file_index_col,\n", + " value_col=qlat_file_value_col,\n", + " )\n", + "\n", + " elif qlat_input_file:\n", + " qlat_df = nio.get_ql_from_csv(qlat_input_file)\n", + "\n", + " else:\n", + " qlat_df = pd.DataFrame(\n", + " qlat_const, index=connections.keys(), columns=range(nts), dtype=\"float32\"\n", + " )\n", + "\n", + " for index, row in qlat_df.iterrows():\n", + " qlateral[index] = row.tolist()\n", + "\n", + " if verbose:\n", + " print(\"qlateral array complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + " # STEP 6: Sort the ordered networks\n", + " if sort_networks:\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\"sorting the ordered networks ...\")\n", + "\n", + " for nsq in range(max_network_seqorder, -1, -1):\n", + " sort_ordered_network(ordered_networks[nsq], True)\n", + "\n", + " if verbose:\n", + " print(\"sorting complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - start_time))\n", + " start_time = time.time()\n", + " # Define the pool after we create the static global objects (and collect the garbage)\n", + " if parallel_compute:\n", + " import gc\n", + "\n", + " gc.collect()\n", + " pool = multiprocessing.Pool(cpu_pool)\n", + "\n", + " flowveldepth_connect = (\n", + " {}\n", + " ) # dict to contain values to transfer from upstream to downstream networks\n", + " ################### Main Execution Loop across ordered networks\n", + " if showtiming:\n", + " main_start_time = time.time()\n", + " if verbose:\n", + " print(f\"executing routing computation ...\")\n", + "\n", + " compute_network_func = tr.compute_network\n", + "\n", + " tr.connections_g = connections\n", + " tr.networks_g = networks\n", + " tr.qlateral_g = qlateral\n", + " tr.waterbodies_df_g = waterbodies_df\n", + " tr.waterbody_initial_states_df_g = waterbody_initial_states_df\n", + " tr.channel_initial_states_df_g = channel_initial_states_df\n", + "\n", + " progress_count = 0\n", + " percentage_complete = True\n", + " if percentage_complete:\n", + " for nsq in range(max_network_seqorder, -1, -1):\n", + " for terminal_segment, network in ordered_networks[nsq]:\n", + " progress_count += len(network[\"all_segments\"])\n", + " pbar = tqdm(total=(progress_count))\n", + "\n", + " for nsq in range(max_network_seqorder, -1, -1):\n", + "\n", + " if parallel_compute:\n", + " nslist = []\n", + " results = []\n", + "\n", + " current_index_total = 0\n", + "\n", + " for terminal_segment, network in ordered_networks[nsq]:\n", + "\n", + " if percentage_complete:\n", + " if current_index_total == 0:\n", + " pbar.update(0)\n", + "\n", + " if break_network_at_waterbodies:\n", + " waterbody = waterbodies_segments.get(terminal_segment)\n", + " else:\n", + " waterbody = None\n", + " if not parallel_compute: # serial execution\n", + " if showtiming:\n", + " start_time = time.time()\n", + " if verbose:\n", + " print(\n", + " f\"routing ordered reaches for terminal segment {terminal_segment} ...\"\n", + " )\n", + "\n", + " results.append(\n", + " compute_network_func(\n", + " flowveldepth_connect=flowveldepth_connect,\n", + " terminal_segment=terminal_segment,\n", + " supernetwork_parameters=supernetwork_parameters,\n", + " waterbody_parameters=waterbody_parameters,\n", + " waterbody=waterbody,\n", + " nts=nts,\n", + " dt=dt,\n", + " qts_subdivisions=qts_subdivisions,\n", + " verbose=verbose,\n", + " debuglevel=debuglevel,\n", + " csv_output=csv_output,\n", + " nc_output_folder=nc_output_folder,\n", + " assume_short_ts=assume_short_ts,\n", + " )\n", + " )\n", + "\n", + " if showtiming:\n", + " print(\"... complete in %s seconds.\" % (time.time() - start_time))\n", + " if percentage_complete:\n", + " pbar.update(len(network[\"all_segments\"]))\n", + "\n", + " else: # parallel execution\n", + " nslist.append(\n", + " [\n", + " flowveldepth_connect,\n", + " terminal_segment,\n", + " supernetwork_parameters, # TODO: This should probably be global...\n", + " waterbody_parameters,\n", + " waterbody,\n", + " nts,\n", + " dt,\n", + " qts_subdivisions,\n", + " verbose,\n", + " debuglevel,\n", + " csv_output,\n", + " nc_output_folder,\n", + " assume_short_ts,\n", + " ]\n", + " )\n", + "\n", + " if parallel_compute:\n", + " if verbose:\n", + " print(f\"routing ordered reaches for networks of order {nsq} ... \")\n", + " if debuglevel <= -2:\n", + " print(f\"reaches to be routed include:\")\n", + " print(f\"{[network[0] for network in ordered_networks[nsq]]}\")\n", + " # with pool:\n", + " # with multiprocessing.Pool() as pool:\n", + " results = pool.starmap(compute_network_func, nslist)\n", + "\n", + " if showtiming:\n", + " print(\"... complete in %s seconds.\" % (time.time() - start_time))\n", + " if percentage_complete:\n", + " pbar.update(\n", + " sum(\n", + " len(network[1][\"all_segments\"]) for network in ordered_networks[nsq]\n", + " )\n", + " )\n", + " # print(f\"{[network[0] for network in ordered_networks[nsq]]}\")\n", + "\n", + " max_courant = 0\n", + " maxa = []\n", + " for result in results:\n", + " for seg in result:\n", + " maxa.extend(result[seg][:, 8:9])\n", + " max_courant = max(maxa)\n", + " print(f\"max_courant: {max_courant}\")\n", + "\n", + " if (\n", + " nsq > 0\n", + " ): # We skip this step for zero-order networks, i.e., those that have no downstream dependents\n", + " flowveldepth_connect = (\n", + " {}\n", + " ) # There is no need to preserve previously passed on values -- so we clear the dictionary\n", + " for i, (terminal_segment, network) in enumerate(ordered_networks[nsq]):\n", + " # seg = network[\"reaches\"][network[\"terminal_reach\"]][\"reach_tail\"]\n", + " seg = terminal_segment\n", + " flowveldepth_connect[seg] = {}\n", + " flowveldepth_connect[seg] = results[i][seg]\n", + " # TODO: The value passed here could be much more specific to\n", + " # TODO: exactly and only the most recent time step for the passing reach\n", + "\n", + " if parallel_compute:\n", + " pool.close()\n", + "\n", + " if percentage_complete:\n", + " pbar.close()\n", + "\n", + " if verbose:\n", + " print(\"ordered reach computation complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - main_start_time))\n", + " if verbose:\n", + " print(\"program complete\")\n", + " if showtiming:\n", + " print(\"... in %s seconds.\" % (time.time() - program_start_time))\n", + " \n", + " \n", + " \n", + " all_results_new = {}\n", + " seg_courant_maxes = []\n", + " time = []\n", + " flowval = [] # flowval\n", + " velval_list = [] # velval\n", + " depthval = [] # depthval\n", + " qlatval = [] # qlatval\n", + " storageval = [] # storageval\n", + " qlatCumval = [] # qlatCumval\n", + " kinCelerity = [] # ck\n", + " courant = [] # cn\n", + " X = [] # X\n", + "\n", + " for result in results:\n", + " all_results_new.update(result)\n", + "\n", + " # print(all_results[8780801][1][0])\n", + "\n", + " df = pd.DataFrame()\n", + " # print(all_results)\n", + "\n", + " for key, data in all_results_new.items():\n", + " time.extend(data[:, 0]) # time\n", + " flowval.extend(data[:, 1]) # flowval\n", + " velval_list.extend(data[:, 2]) # velval\n", + " depthval.extend(data[:, 3]) # depthval\n", + " qlatval.extend(data[:, 4]) # qlatval\n", + " storageval.extend(data[:, 5]) # storageval\n", + " qlatCumval.extend(data[:, 6]) # qlatCumval\n", + " kinCelerity.extend(data[:, 7]) # ck\n", + " courant.extend(data[:, 8]) # cn\n", + " X.extend(data[:, 9]) # X\n", + "# print(all_results_new)\n", + " single_seg_length = len(all_results_new[933020089][:, 0])\n", + " print(single_seg_length)\n", + " print(i)\n", + " if i == 0:\n", + " single_seg_length_300 = single_seg_length\n", + " elif i == 1:\n", + " single_seg_length_60 = single_seg_length\n", + "# else:\n", + "# single_seg_length_10 = single_seg_length\n", + "\n", + " # single_seg_length * 611\n", + "\n", + " key_index = all_results.keys()\n", + " key_index = list(\n", + " itertools.chain.from_iterable(\n", + " itertools.repeat(x, single_seg_length) for x in key_index\n", + " )\n", + " )\n", + " data = {\n", + " \"key_index\": list(key_index),\n", + " \"time\": list(time),\n", + " \"flowval\": list(flowval),\n", + " \"velval_list\": list(velval_list),\n", + " \"depthval\": list(depthval),\n", + " \"qlatval\": list(qlatval),\n", + " \"storageval\": list(storageval),\n", + " \"qlatCumval\": list(qlatCumval),\n", + " \"kinCelerity\": list(kinCelerity),\n", + " \"courant\": list(courant),\n", + " \"X\": list(X),\n", + " }\n", + " df = pd.DataFrame(data)\n", + " df = df.set_index(\"key_index\")\n", + " df = df.reset_index()\n", + " df = df.set_index(\"key_index\")\n", + "\n", + "\n", + " seg_list = []\n", + " seg_courant_maxes = []\n", + " for seg in all_results_new:\n", + " seg_list.append(seg)\n", + " seg_courant_maxes.append(max(all_results_new[seg][:, tr.courant_index]))\n", + " zipped = zip(seg_list, seg_courant_maxes)\n", + " zipped = list(zipped)\n", + " res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", + " # A.sort(reverse=True)\n", + " res = (res)[:3]\n", + " # print((res)[:25])\n", + "\n", + " major_segments = []\n", + " for x, y in res[:3]:\n", + " major_segments.append(x)\n", + " # major_segments\n", + "\n", + " df_filtered = df.loc[df.index.isin(major_segments), :]\n", + "\n", + " if i == 0:\n", + " df_indexed_300 = df_filtered.reset_index()\n", + " elif i == 1:\n", + " df_indexed_60 = df_filtered.reset_index()\n", + "# else:\n", + "# df_indexed_10 = df_filtered.reset_index()\n", + "\n", + "test_chart = go.FigureWidget()\n", + "for x in range(0,3):\n", + " temp_df_range_1 = single_seg_length_300 * (x)\n", + " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", + " )\n", + " temp_df_range_1 = single_seg_length_60 * (x)\n", + " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", + " )\n", + " # temp_df_range_1 = single_seg_length_10 * (x)\n", + " # temp_df_range_2 = single_seg_length_10 * (x + 1)\n", + " # # print(temp_df_range_1, temp_df_range_2)\n", + " # test_chart.add_scatter(\n", + " # x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " # y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + " # name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + " # )\n", + "\n", + "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", + "plot(test_chart)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "single_seg_length_300" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df_indexed_300" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, @@ -867,10 +1764,11 @@ "single_seg_length_300 = 0\n", "single_seg_length_60 = 0\n", "# single_seg_length_10 = 0\n", - "for c_i in custom_input_file_list:\n", + "for i,c_i in enumerate(custom_input_file_list):\n", + " print(c_i)\n", " custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", " custom_input_file = c_i\n", - " all_results = tr.route_supernetwork(\n", + " all_results_new = tr.route_supernetwork(\n", " tr.connections_g,\n", " tr.networks_g,\n", " tr.qlateral_g,\n", @@ -879,7 +1777,11 @@ " tr.channel_initial_states_df_g,\n", " custom_input_file=custom_input_folder.joinpath(custom_input_file),\n", " )\n", - " all_results = {}\n", + " \n", + "\n", + " \n", + " print(len(all_results_new))\n", + " all_results_new = {}\n", " seg_courant_maxes = []\n", " time = []\n", " flowval = [] # flowval\n", @@ -893,14 +1795,14 @@ " X = [] # X\n", "\n", " for result in results:\n", - " all_results.update(result)\n", + " all_results_new.update(result)\n", "\n", " # print(all_results[8780801][1][0])\n", "\n", " df = pd.DataFrame()\n", " # print(all_results)\n", "\n", - " for key, data in all_results.items():\n", + " for key, data in all_results_new.items():\n", " time.extend(data[:, 0]) # time\n", " flowval.extend(data[:, 1]) # flowval\n", " velval_list.extend(data[:, 2]) # velval\n", @@ -911,12 +1813,12 @@ " kinCelerity.extend(data[:, 7]) # ck\n", " courant.extend(data[:, 8]) # cn\n", " X.extend(data[:, 9]) # X\n", - "\n", - " single_seg_length = len(all_results[933020089][:, 0])\n", - " \n", - " if c_i == \"florence_933020089_dt300.yaml\":\n", + "# print(all_results_new)\n", + " single_seg_length = len(all_results_new[933020089][:, 0])\n", + " print(single_seg_length)\n", + " if i == 0:\n", " single_seg_length_300 = single_seg_length\n", - " elif c_i == \"florence_933020089_dt60.yaml\":\n", + " elif i == 1:\n", " single_seg_length_60 = single_seg_length\n", "# else:\n", "# single_seg_length_10 = single_seg_length\n", @@ -950,9 +1852,9 @@ "\n", " seg_list = []\n", " seg_courant_maxes = []\n", - " for seg in all_results:\n", + " for seg in all_results_new:\n", " seg_list.append(seg)\n", - " seg_courant_maxes.append(max(all_results[seg][:, tr.courant_index]))\n", + " seg_courant_maxes.append(max(all_results_new[seg][:, tr.courant_index]))\n", " zipped = zip(seg_list, seg_courant_maxes)\n", " zipped = list(zipped)\n", " res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", @@ -967,9 +1869,9 @@ "\n", " df_filtered = df.loc[df.index.isin(major_segments), :]\n", "\n", - " if c_i == \"florence_933020089_dt300.yaml\":\n", + " if i == 0:\n", " df_indexed_300 = df_filtered.reset_index()\n", - " elif c_i == \"florence_933020089_dt60.yaml\":\n", + " elif i == 1:\n", " df_indexed_60 = df_filtered.reset_index()\n", "# else:\n", "# df_indexed_10 = df_filtered.reset_index()\n", @@ -1008,11 +1910,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "jupyter": { - "source_hidden": true - } - }, + "metadata": {}, "outputs": [], "source": [ "df_indexed_300 \n", @@ -1023,6 +1921,24 @@ "# single_seg_length_10 " ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "single_seg_length_300" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "single_seg_length_60" + ] + }, { "cell_type": "code", "execution_count": null, From 4586af60a779029f484ef8cf8310e70af53501e5 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Fri, 6 Nov 2020 09:27:13 -0600 Subject: [PATCH 11/17] comparison plot works --- src/python_routing_v01/Florence_Test.ipynb | 1065 +++++++++++++++----- 1 file changed, 817 insertions(+), 248 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 4798b28b6..e7e20a0a8 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -855,21 +855,81 @@ }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 127, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "florence_933020089_dt300.yaml\n", + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.03496813774108887 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.0044324398040771484 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.015255451202392578 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 3.7670135498046875e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.018177509307861328 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.020459413528442383 seconds.\n", + "creating qlateral array ...\n" + ] + }, { "name": "stderr", "output_type": "stream", "text": [ - " 42%|████▏ | 467/1108 [00:06<00:08, 77.75it/s]" + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 7.442021131515503 seconds.\n", + "qlateral array complete\n", + "... in 5.738178968429565 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" @@ -895,21 +955,21 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [00:19<00:00, 30.74it/s]" + "100%|██████████| 1108/1108 [00:19<00:00, 29.84it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 20.67527413368225 seconds.\n" + "... complete in 20.84665608406067 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [00:19<00:00, 55.87it/s]\n" + "100%|██████████| 1108/1108 [00:20<00:00, 55.28it/s]\n" ] }, { @@ -918,19 +978,45 @@ "text": [ "max_courant: [126.81378174]\n", "ordered reach computation complete\n", - "... in 19.86615228652954 seconds.\n", + "... in 20.07181739807129 seconds.\n", "program complete\n", - "... in 28.7883517742157 seconds.\n", - "2016\n", - "1\n", - "1 florence_933020089_dt60.yaml\n", + "... in 27.28542709350586 seconds.\n", + "2016 10080\n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", + "1 8777735 300.0 0.004707 0.206968 0.011559 0.000035 \n", + "2 8777735 600.0 0.004716 0.207135 0.011573 0.000035 \n", + "3 8777735 900.0 0.004724 0.207273 0.011584 0.000035 \n", + "4 8777735 1200.0 0.004730 0.207388 0.011594 0.000035 \n", + "... ... ... ... ... ... ... \n", + "6043 933020027 603300.0 0.058953 0.755009 0.049310 0.000000 \n", + "6044 933020027 603600.0 0.058909 0.754795 0.049287 0.000000 \n", + "6045 933020027 603900.0 0.058867 0.754590 0.049266 0.000000 \n", + "6046 933020027 604200.0 0.058826 0.754394 0.049246 0.000000 \n", + "6047 933020027 604500.0 0.058788 0.754206 0.049226 0.000000 \n", + "\n", + " storageval qlatCumval kinCelerity courant X \n", + "0 0.000012 0.010392 0.341748 9.320413 0.497108 \n", + "1 0.000021 0.020784 0.342073 9.329271 0.497105 \n", + "2 0.000030 0.031175 0.342345 9.336675 0.497101 \n", + "3 0.000036 0.041567 0.342571 9.342841 0.497099 \n", + "4 0.000042 0.051959 0.342759 9.347967 0.497096 \n", + "... ... ... ... ... ... \n", + "6043 90.658967 0.000000 1.211574 36.347221 0.493714 \n", + "6044 90.658884 0.000000 1.211248 36.337448 0.493717 \n", + "6045 90.658805 0.000000 1.210937 36.328110 0.493719 \n", + "6046 90.658730 0.000000 1.210639 36.319172 0.493722 \n", + "6047 90.658657 0.000000 1.210353 36.310593 0.493724 \n", + "\n", + "[6048 rows x 11 columns] Empty DataFrame\n", + "Columns: []\n", + "Index: []\n", + "florence_933020089_dt60.yaml\n", "begin program t-route ...\n", "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 0.02483367919921875 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.13477635383605957 seconds." + "... in 0.02541375160217285 seconds.\n", + "organizing connections into reaches ...\n" ] }, { @@ -947,22 +1033,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", + "reach organization complete\n", + "... in 0.1449296474456787 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.013811588287353516 seconds.\n", + "... in 0.013668060302734375 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 3.743171691894531e-05 seconds.\n", + "... in 3.7670135498046875e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.015358924865722656 seconds.\n", + "... in 0.017720937728881836 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.017221450805664062 seconds.\n", + "... in 0.018649578094482422 seconds.\n", "creating qlateral array ...\n", "qlateral array complete\n", - "... in 5.4858832359313965 seconds.\n" + "... in 5.37065863609314 seconds.\n" ] }, { @@ -984,14 +1071,14 @@ "name": "stderr", "output_type": "stream", "text": [ - " 42%|████▏ | 467/1108 [00:29<00:40, 15.88it/s]" + " 42%|████▏ | 467/1108 [00:30<00:41, 15.45it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 30.202189922332764 seconds.\n", + "... complete in 30.948049068450928 seconds.\n", "max_courant: [5.51265717]\n", "routing ordered reaches for networks of order 1 ... \n" ] @@ -1000,14 +1087,14 @@ "name": "stderr", "output_type": "stream", "text": [ - " 45%|████▌ | 499/1108 [00:42<01:40, 6.07it/s]" + " 45%|████▌ | 499/1108 [00:43<01:40, 6.03it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 43.07218360900879 seconds.\n", + "... complete in 43.799787521362305 seconds.\n", "max_courant: [0.]\n", "routing ordered reaches for networks of order 0 ... \n", "writing segment output to --> ../../test/output/text/933020089.csv\n" @@ -1017,14 +1104,14 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [01:32<00:00, 7.14it/s]" + "100%|██████████| 1108/1108 [01:32<00:00, 7.12it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 93.49365997314453 seconds.\n" + "... complete in 93.53104567527771 seconds.\n" ] }, { @@ -1040,9 +1127,9 @@ "text": [ "max_courant: [25.36383247]\n", "ordered reach computation complete\n", - "... in 95.66082572937012 seconds.\n", + "... in 95.64656949043274 seconds.\n", "program complete\n", - "... in 102.13372921943665 seconds.\n" + "... in 101.93572330474854 seconds.\n" ] }, { @@ -1056,36 +1143,79 @@ "name": "stdout", "output_type": "stream", "text": [ - "10080\n", - "1\n" + "2016 10080\n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", + "1 8777735 300.0 0.004707 0.206968 0.011559 0.000035 \n", + "2 8777735 600.0 0.004716 0.207135 0.011573 0.000035 \n", + "3 8777735 900.0 0.004724 0.207273 0.011584 0.000035 \n", + "4 8777735 1200.0 0.004730 0.207388 0.011594 0.000035 \n", + "... ... ... ... ... ... ... \n", + "6043 933020027 603300.0 0.058953 0.755009 0.049310 0.000000 \n", + "6044 933020027 603600.0 0.058909 0.754795 0.049287 0.000000 \n", + "6045 933020027 603900.0 0.058867 0.754590 0.049266 0.000000 \n", + "6046 933020027 604200.0 0.058826 0.754394 0.049246 0.000000 \n", + "6047 933020027 604500.0 0.058788 0.754206 0.049226 0.000000 \n", + "\n", + " storageval qlatCumval kinCelerity courant X \n", + "0 0.000012 0.010392 0.341748 9.320413 0.497108 \n", + "1 0.000021 0.020784 0.342073 9.329271 0.497105 \n", + "2 0.000030 0.031175 0.342345 9.336675 0.497101 \n", + "3 0.000036 0.041567 0.342571 9.342841 0.497099 \n", + "4 0.000042 0.051959 0.342759 9.347967 0.497096 \n", + "... ... ... ... ... ... \n", + "6043 90.658967 0.000000 1.211574 36.347221 0.493714 \n", + "6044 90.658884 0.000000 1.211248 36.337448 0.493717 \n", + "6045 90.658805 0.000000 1.210937 36.328110 0.493719 \n", + "6046 90.658730 0.000000 1.210639 36.319172 0.493722 \n", + "6047 90.658657 0.000000 1.210353 36.310593 0.493724 \n", + "\n", + "[6048 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", + "1 8777735 60.0 0.004698 0.206816 0.011546 0.000035 \n", + "2 8777735 120.0 0.004700 0.206857 0.011549 0.000035 \n", + "3 8777735 180.0 0.004703 0.206897 0.011552 0.000035 \n", + "4 8777735 240.0 0.004705 0.206935 0.011556 0.000035 \n", + "... ... ... ... ... ... ... \n", + "30235 933020027 604500.0 0.058770 0.754123 0.049218 0.000000 \n", + "30236 933020027 604560.0 0.058763 0.754086 0.049214 0.000000 \n", + "30237 933020027 604620.0 0.058755 0.754050 0.049210 0.000000 \n", + "30238 933020027 604680.0 0.058748 0.754015 0.049206 0.000000 \n", + "30239 933020027 604740.0 0.058741 0.753979 0.049203 0.000000 \n", + "\n", + " storageval qlatCumval kinCelerity courant X \n", + "0 0.000002 0.002078 0.341748 1.864082 0.497108 \n", + "1 0.000003 0.004157 0.341824 1.864496 0.497108 \n", + "2 0.000003 0.006235 0.341891 1.864862 0.497107 \n", + "3 0.000004 0.008313 0.341956 1.865216 0.497106 \n", + "4 0.000004 0.010392 0.342019 1.865557 0.497106 \n", + "... ... ... ... ... ... \n", + "30235 4.286447 0.000000 1.210227 7.261362 0.493725 \n", + "30236 4.286444 0.000000 1.210172 7.261031 0.493726 \n", + "30237 4.286441 0.000000 1.210117 7.260703 0.493726 \n", + "30238 4.286438 0.000000 1.210063 7.260379 0.493727 \n", + "30239 4.286436 0.000000 1.210009 7.260056 0.493727 \n", + "\n", + "[30240 rows x 11 columns]\n" ] }, { - "ename": "KeyError", - "evalue": "'time'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m~/jupyter/lib64/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 2888\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2889\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcasted_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2890\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mpandas/_libs/index.pyx\u001b[0m in \u001b[0;36mpandas._libs.index.IndexEngine.get_loc\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", - "\u001b[0;32mpandas/_libs/hashtable_class_helper.pxi\u001b[0m in \u001b[0;36mpandas._libs.hashtable.PyObjectHashTable.get_item\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 'time'", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 615\u001b[0m \u001b[0;31m# print(temp_df_range_1, temp_df_range_2)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 616\u001b[0m test_chart.add_scatter(\n\u001b[0;32m--> 617\u001b[0;31m \u001b[0mx\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdf_indexed_300\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mtemp_df_range_2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"time\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 618\u001b[0m \u001b[0my\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdf_indexed_300\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0mtemp_df_range_2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"flowval\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 619\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"segment \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf_indexed_300\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"key_index\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtemp_df_range_1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;34m\" \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m300\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/jupyter/lib64/python3.6/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 2897\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnlevels\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2898\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_getitem_multilevel\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2899\u001b[0;31m \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2900\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mis_integer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2901\u001b[0m \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/jupyter/lib64/python3.6/site-packages/pandas/core/indexes/base.py\u001b[0m in \u001b[0;36mget_loc\u001b[0;34m(self, key, method, tolerance)\u001b[0m\n\u001b[1;32m 2889\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_loc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcasted_key\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2890\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2891\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2892\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2893\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtolerance\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 'time'" - ] + "data": { + "text/plain": [ + "'temp-plot.html'" + ] + }, + "execution_count": 127, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", - "for i,c_i in enumerate(custom_input_file_list):\n", - " print(i,c_i)\n", + "df_indexed_300 = pd.DataFrame()\n", + "df_indexed_60 = pd.DataFrame()\n", + "for c_i in (custom_input_file_list):\n", + " print(c_i)\n", " import pathlib\n", " import sys\n", " import time\n", @@ -1631,15 +1761,14 @@ " X.extend(data[:, 9]) # X\n", "# print(all_results_new)\n", " single_seg_length = len(all_results_new[933020089][:, 0])\n", - " print(single_seg_length)\n", - " print(i)\n", - " if i == 0:\n", + "\n", + " if c_i == \"florence_933020089_dt300.yaml\":\n", " single_seg_length_300 = single_seg_length\n", - " elif i == 1:\n", + " else:\n", " single_seg_length_60 = single_seg_length\n", "# else:\n", "# single_seg_length_10 = single_seg_length\n", - "\n", + " print(single_seg_length_300,single_seg_length_60)\n", " # single_seg_length * 611\n", "\n", " key_index = all_results.keys()\n", @@ -1686,10 +1815,11 @@ "\n", " df_filtered = df.loc[df.index.isin(major_segments), :]\n", "\n", - " if i == 0:\n", + " if c_i == \"florence_933020089_dt300.yaml\":\n", " df_indexed_300 = df_filtered.reset_index()\n", - " elif i == 1:\n", + " else:\n", " df_indexed_60 = df_filtered.reset_index()\n", + " print(df_indexed_300,df_indexed_60)\n", "# else:\n", "# df_indexed_10 = df_filtered.reset_index()\n", "\n", @@ -1727,216 +1857,655 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 124, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(2016, 10080)" + ] + }, + "execution_count": 124, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "single_seg_length_300" + "single_seg_length_300,single_seg_length_60" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 122, "metadata": {}, - 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key_indextimeflowvalvelval_listdepthvalqlatvalstoragevalqlatCumvalkinCeleritycourantX
087777350.00.0046960.2067690.0115420.0000350.0000120.0103920.3417489.3204130.497108
18777735300.00.0047070.2069680.0115590.0000350.0000210.0207840.3420739.3292710.497105
28777735600.00.0047160.2071350.0115730.0000350.0000300.0311750.3423459.3366750.497101
38777735900.00.0047240.2072730.0115840.0000350.0000360.0415670.3425719.3428410.497099
487777351200.00.0047300.2073880.0115940.0000350.0000420.0519590.3427599.3479670.497096
....................................
6043933020027603300.00.0589530.7550090.0493100.00000090.6589670.0000001.21157436.3472210.493714
6044933020027603600.00.0589090.7547950.0492870.00000090.6588840.0000001.21124836.3374480.493717
6045933020027603900.00.0588670.7545900.0492660.00000090.6588050.0000001.21093736.3281100.493719
6046933020027604200.00.0588260.7543940.0492460.00000090.6587300.0000001.21063936.3191720.493722
6047933020027604500.00.0587880.7542060.0492260.00000090.6586570.0000001.21035336.3105930.493724
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6048 rows × 11 columns

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" + ], + "text/plain": [ + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", + "1 8777735 60.0 0.004698 0.206816 0.011546 0.000035 \n", + "2 8777735 120.0 0.004700 0.206857 0.011549 0.000035 \n", + "3 8777735 180.0 0.004703 0.206897 0.011552 0.000035 \n", + "4 8777735 240.0 0.004705 0.206935 0.011556 0.000035 \n", + "... ... ... ... ... ... ... \n", + "30235 933020027 604500.0 0.058770 0.754123 0.049218 0.000000 \n", + "30236 933020027 604560.0 0.058763 0.754086 0.049214 0.000000 \n", + "30237 933020027 604620.0 0.058755 0.754050 0.049210 0.000000 \n", + "30238 933020027 604680.0 0.058748 0.754015 0.049206 0.000000 \n", + "30239 933020027 604740.0 0.058741 0.753979 0.049203 0.000000 \n", + "\n", + " storageval qlatCumval kinCelerity courant X \n", + "0 0.000002 0.002078 0.341748 1.864082 0.497108 \n", + "1 0.000003 0.004157 0.341824 1.864496 0.497108 \n", + "2 0.000003 0.006235 0.341891 1.864862 0.497107 \n", + "3 0.000004 0.008313 0.341956 1.865216 0.497106 \n", + "4 0.000004 0.010392 0.342019 1.865557 0.497106 \n", + "... ... ... ... ... ... \n", + "30235 4.286447 0.000000 1.210227 7.261362 0.493725 \n", + "30236 4.286444 0.000000 1.210172 7.261031 0.493726 \n", + "30237 4.286441 0.000000 1.210117 7.260703 0.493726 \n", + "30238 4.286438 0.000000 1.210063 7.260379 0.493727 \n", + "30239 4.286436 0.000000 1.210009 7.260056 0.493727 \n", + "\n", + "[30240 rows x 11 columns]" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_indexed_60" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 125, "metadata": {}, "outputs": [], "source": [ - "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", - "# custom_input_file_list = [\"florence_933020089_dt300.yaml\"]\n", - "df_indexed_300 = pd.DataFrame()\n", - "df_indexed_60 = pd.DataFrame()\n", - "# df_indexed_10 = pd.DataFrame()\n", - "single_seg_length_300 = 0\n", - "single_seg_length_60 = 0\n", - "# single_seg_length_10 = 0\n", - "for i,c_i in enumerate(custom_input_file_list):\n", - " print(c_i)\n", - " custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", - " custom_input_file = c_i\n", - " all_results_new = tr.route_supernetwork(\n", - " tr.connections_g,\n", - " tr.networks_g,\n", - " tr.qlateral_g,\n", - " tr.waterbodies_df_g,\n", - " tr.waterbody_initial_states_df_g,\n", - " tr.channel_initial_states_df_g,\n", - " custom_input_file=custom_input_folder.joinpath(custom_input_file),\n", - " )\n", + "# custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", + "# # custom_input_file_list = [\"florence_933020089_dt300.yaml\"]\n", + "# df_indexed_300 = pd.DataFrame()\n", + "# df_indexed_60 = pd.DataFrame()\n", + "# # df_indexed_10 = pd.DataFrame()\n", + "# single_seg_length_300 = 0\n", + "# single_seg_length_60 = 0\n", + "# # single_seg_length_10 = 0\n", + "# for i,c_i in enumerate(custom_input_file_list):\n", + "# print(c_i)\n", + "# custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", + "# custom_input_file = c_i\n", + "# all_results_new = tr.route_supernetwork(\n", + "# tr.connections_g,\n", + "# tr.networks_g,\n", + "# tr.qlateral_g,\n", + "# tr.waterbodies_df_g,\n", + "# tr.waterbody_initial_states_df_g,\n", + "# tr.channel_initial_states_df_g,\n", + "# custom_input_file=custom_input_folder.joinpath(custom_input_file),\n", + "# )\n", " \n", "\n", " \n", - " print(len(all_results_new))\n", - " all_results_new = {}\n", - " seg_courant_maxes = []\n", - " time = []\n", - " flowval = [] # flowval\n", - " velval_list = [] # velval\n", - " depthval = [] # depthval\n", - " qlatval = [] # qlatval\n", - " storageval = [] # storageval\n", - " qlatCumval = [] # qlatCumval\n", - " kinCelerity = [] # ck\n", - " courant = [] # cn\n", - " X = [] # X\n", - "\n", - " for result in results:\n", - " all_results_new.update(result)\n", - "\n", - " # print(all_results[8780801][1][0])\n", - "\n", - " df = pd.DataFrame()\n", - " # print(all_results)\n", - "\n", - " for key, data in all_results_new.items():\n", - " time.extend(data[:, 0]) # time\n", - " flowval.extend(data[:, 1]) # flowval\n", - " velval_list.extend(data[:, 2]) # velval\n", - " depthval.extend(data[:, 3]) # depthval\n", - " qlatval.extend(data[:, 4]) # qlatval\n", - " storageval.extend(data[:, 5]) # storageval\n", - " qlatCumval.extend(data[:, 6]) # qlatCumval\n", - " kinCelerity.extend(data[:, 7]) # ck\n", - " courant.extend(data[:, 8]) # cn\n", - " X.extend(data[:, 9]) # X\n", - "# print(all_results_new)\n", - " single_seg_length = len(all_results_new[933020089][:, 0])\n", - " print(single_seg_length)\n", - " if i == 0:\n", - " single_seg_length_300 = single_seg_length\n", - " elif i == 1:\n", - " single_seg_length_60 = single_seg_length\n", - "# else:\n", - "# single_seg_length_10 = single_seg_length\n", - "\n", - " # single_seg_length * 611\n", - "\n", - " key_index = all_results.keys()\n", - " key_index = list(\n", - " itertools.chain.from_iterable(\n", - " itertools.repeat(x, single_seg_length) for x in key_index\n", - " )\n", - " )\n", - " data = {\n", - " \"key_index\": list(key_index),\n", - " \"time\": list(time),\n", - " \"flowval\": list(flowval),\n", - " \"velval_list\": list(velval_list),\n", - " \"depthval\": list(depthval),\n", - " \"qlatval\": list(qlatval),\n", - " \"storageval\": list(storageval),\n", - " \"qlatCumval\": list(qlatCumval),\n", - " \"kinCelerity\": list(kinCelerity),\n", - " \"courant\": list(courant),\n", - " \"X\": list(X),\n", - " }\n", - " df = pd.DataFrame(data)\n", - " df = df.set_index(\"key_index\")\n", - " df = df.reset_index()\n", - " df = df.set_index(\"key_index\")\n", - "\n", - "\n", - " seg_list = []\n", - " seg_courant_maxes = []\n", - " for seg in all_results_new:\n", - " seg_list.append(seg)\n", - " seg_courant_maxes.append(max(all_results_new[seg][:, tr.courant_index]))\n", - " zipped = zip(seg_list, seg_courant_maxes)\n", - " zipped = list(zipped)\n", - " res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", - " # A.sort(reverse=True)\n", - " res = (res)[:3]\n", - " # print((res)[:25])\n", - "\n", - " major_segments = []\n", - " for x, y in res[:3]:\n", - " major_segments.append(x)\n", - " # major_segments\n", - "\n", - " df_filtered = df.loc[df.index.isin(major_segments), :]\n", - "\n", - " if i == 0:\n", - " df_indexed_300 = df_filtered.reset_index()\n", - " elif i == 1:\n", - " df_indexed_60 = df_filtered.reset_index()\n", - "# else:\n", - "# df_indexed_10 = df_filtered.reset_index()\n", - "\n", - "test_chart = go.FigureWidget()\n", - "for x in range(0,3):\n", - " temp_df_range_1 = single_seg_length_300 * (x)\n", - " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", - " # print(temp_df_range_1, temp_df_range_2)\n", - " test_chart.add_scatter(\n", - " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", - " )\n", - " temp_df_range_1 = single_seg_length_60 * (x)\n", - " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", - " # print(temp_df_range_1, temp_df_range_2)\n", - " test_chart.add_scatter(\n", - " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", - " )\n", - " # temp_df_range_1 = single_seg_length_10 * (x)\n", - " # temp_df_range_2 = single_seg_length_10 * (x + 1)\n", - " # # print(temp_df_range_1, temp_df_range_2)\n", - " # test_chart.add_scatter(\n", - " # x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " # y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " # name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", - " # )\n", - "\n", - "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", - "plot(test_chart)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "df_indexed_300 \n", - "# df_indexed_60 \n", - "# df_indexed_10 \n", - "single_seg_length_300\n", - "# single_seg_length_60 \n", - "# single_seg_length_10 " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "single_seg_length_300" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "single_seg_length_60" + "# print(len(all_results_new))\n", + "# all_results_new = {}\n", + "# seg_courant_maxes = []\n", + "# time = []\n", + "# flowval = [] # flowval\n", + "# velval_list = [] # velval\n", + "# depthval = [] # depthval\n", + "# qlatval = [] # qlatval\n", + "# storageval = [] # storageval\n", + "# qlatCumval = [] # qlatCumval\n", + "# kinCelerity = [] # ck\n", + "# courant = [] # cn\n", + "# X = [] # X\n", + "\n", + "# for result in results:\n", + "# all_results_new.update(result)\n", + "\n", + "# # print(all_results[8780801][1][0])\n", + "\n", + "# df = pd.DataFrame()\n", + "# # print(all_results)\n", + "\n", + "# for key, data in all_results_new.items():\n", + "# time.extend(data[:, 0]) # time\n", + "# flowval.extend(data[:, 1]) # flowval\n", + "# velval_list.extend(data[:, 2]) # velval\n", + "# depthval.extend(data[:, 3]) # depthval\n", + "# qlatval.extend(data[:, 4]) # qlatval\n", + "# storageval.extend(data[:, 5]) # storageval\n", + "# qlatCumval.extend(data[:, 6]) # qlatCumval\n", + "# kinCelerity.extend(data[:, 7]) # ck\n", + "# courant.extend(data[:, 8]) # cn\n", + "# X.extend(data[:, 9]) # X\n", + "# # print(all_results_new)\n", + "# single_seg_length = len(all_results_new[933020089][:, 0])\n", + "# print(single_seg_length)\n", + "# if i == 0:\n", + "# single_seg_length_300 = single_seg_length\n", + "# elif i == 1:\n", + "# single_seg_length_60 = single_seg_length\n", + "# # else:\n", + "# # single_seg_length_10 = single_seg_length\n", + "\n", + "# # single_seg_length * 611\n", + "\n", + "# key_index = all_results.keys()\n", + "# key_index = list(\n", + "# itertools.chain.from_iterable(\n", + "# itertools.repeat(x, single_seg_length) for x in key_index\n", + "# )\n", + "# )\n", + "# data = {\n", + "# \"key_index\": list(key_index),\n", + "# \"time\": list(time),\n", + "# \"flowval\": list(flowval),\n", + "# \"velval_list\": list(velval_list),\n", + "# \"depthval\": list(depthval),\n", + "# \"qlatval\": list(qlatval),\n", + "# \"storageval\": list(storageval),\n", + "# \"qlatCumval\": list(qlatCumval),\n", + "# \"kinCelerity\": list(kinCelerity),\n", + "# \"courant\": list(courant),\n", + "# \"X\": list(X),\n", + "# }\n", + "# df = pd.DataFrame(data)\n", + "# df = df.set_index(\"key_index\")\n", + "# df = df.reset_index()\n", + "# df = df.set_index(\"key_index\")\n", + "\n", + "\n", + "# seg_list = []\n", + "# seg_courant_maxes = []\n", + "# for seg in all_results_new:\n", + "# seg_list.append(seg)\n", + "# seg_courant_maxes.append(max(all_results_new[seg][:, tr.courant_index]))\n", + "# zipped = zip(seg_list, seg_courant_maxes)\n", + "# zipped = list(zipped)\n", + "# res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", + "# # A.sort(reverse=True)\n", + "# res = (res)[:3]\n", + "# # print((res)[:25])\n", + "\n", + "# major_segments = []\n", + "# for x, y in res[:3]:\n", + "# major_segments.append(x)\n", + "# # major_segments\n", + "\n", + "# df_filtered = df.loc[df.index.isin(major_segments), :]\n", + "\n", + "# if i == 0:\n", + "# df_indexed_300 = df_filtered.reset_index()\n", + "# elif i == 1:\n", + "# df_indexed_60 = df_filtered.reset_index()\n", + "# # else:\n", + "# # df_indexed_10 = df_filtered.reset_index()\n", + "\n", + "# test_chart = go.FigureWidget()\n", + "# for x in range(0,3):\n", + "# temp_df_range_1 = single_seg_length_300 * (x)\n", + "# temp_df_range_2 = single_seg_length_300 * (x + 1)\n", + "# # print(temp_df_range_1, temp_df_range_2)\n", + "# test_chart.add_scatter(\n", + "# x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", + "# y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + "# name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", + "# )\n", + "# temp_df_range_1 = single_seg_length_60 * (x)\n", + "# temp_df_range_2 = single_seg_length_60 * (x + 1)\n", + "# # print(temp_df_range_1, temp_df_range_2)\n", + "# test_chart.add_scatter(\n", + "# x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", + "# y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + "# name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", + "# )\n", + "# # temp_df_range_1 = single_seg_length_10 * (x)\n", + "# # temp_df_range_2 = single_seg_length_10 * (x + 1)\n", + "# # # print(temp_df_range_1, temp_df_range_2)\n", + "# # test_chart.add_scatter(\n", + "# # x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", + "# # y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", + "# # name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", + "# # )\n", + "\n", + "# test_chart.layout.title = \"Timestep Chart 300, 60\"\n", + "# plot(test_chart)\n" ] }, { From 1cc618dc8c0f4e9357951fd745816da624a83158 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Fri, 6 Nov 2020 13:55:47 -0600 Subject: [PATCH 12/17] plot with flowval and courant --- src/python_routing_v01/Florence_Test.ipynb | 874 +-------------------- 1 file changed, 30 insertions(+), 844 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index e7e20a0a8..c3dffb6e3 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -855,361 +855,9 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "florence_933020089_dt300.yaml\n", - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.03496813774108887 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.0044324398040771484 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.015255451202392578 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 3.7670135498046875e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.018177509307861328 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.020459413528442383 seconds.\n", - "creating qlateral array ...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", - "\n", - "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "qlateral array complete\n", - "... in 5.738178968429565 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1108/1108 [00:19<00:00, 29.84it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "... complete in 20.84665608406067 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1108/1108 [00:20<00:00, 55.28it/s]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "max_courant: [126.81378174]\n", - "ordered reach computation complete\n", - "... in 20.07181739807129 seconds.\n", - "program complete\n", - "... in 27.28542709350586 seconds.\n", - "2016 10080\n", - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", - "1 8777735 300.0 0.004707 0.206968 0.011559 0.000035 \n", - "2 8777735 600.0 0.004716 0.207135 0.011573 0.000035 \n", - "3 8777735 900.0 0.004724 0.207273 0.011584 0.000035 \n", - "4 8777735 1200.0 0.004730 0.207388 0.011594 0.000035 \n", - "... ... ... ... ... ... ... \n", - "6043 933020027 603300.0 0.058953 0.755009 0.049310 0.000000 \n", - "6044 933020027 603600.0 0.058909 0.754795 0.049287 0.000000 \n", - "6045 933020027 603900.0 0.058867 0.754590 0.049266 0.000000 \n", - "6046 933020027 604200.0 0.058826 0.754394 0.049246 0.000000 \n", - "6047 933020027 604500.0 0.058788 0.754206 0.049226 0.000000 \n", - "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 0.000012 0.010392 0.341748 9.320413 0.497108 \n", - "1 0.000021 0.020784 0.342073 9.329271 0.497105 \n", - "2 0.000030 0.031175 0.342345 9.336675 0.497101 \n", - "3 0.000036 0.041567 0.342571 9.342841 0.497099 \n", - "4 0.000042 0.051959 0.342759 9.347967 0.497096 \n", - "... ... ... ... ... ... \n", - "6043 90.658967 0.000000 1.211574 36.347221 0.493714 \n", - "6044 90.658884 0.000000 1.211248 36.337448 0.493717 \n", - "6045 90.658805 0.000000 1.210937 36.328110 0.493719 \n", - "6046 90.658730 0.000000 1.210639 36.319172 0.493722 \n", - "6047 90.658657 0.000000 1.210353 36.310593 0.493724 \n", - "\n", - "[6048 rows x 11 columns] Empty DataFrame\n", - "Columns: []\n", - "Index: []\n", - "florence_933020089_dt60.yaml\n", - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.02541375160217285 seconds.\n", - "organizing connections into reaches ...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", - "\n", - "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "reach organization complete\n", - "... in 0.1449296474456787 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.013668060302734375 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 3.7670135498046875e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.017720937728881836 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.018649578094482422 seconds.\n", - "creating qlateral array ...\n", - "qlateral array complete\n", - "... in 5.37065863609314 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1108/1108 [01:32<00:00, 7.12it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "... complete in 93.53104567527771 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1108/1108 [01:35<00:00, 11.59it/s]" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "max_courant: [25.36383247]\n", - "ordered reach computation complete\n", - "... in 95.64656949043274 seconds.\n", - "program complete\n", - "... in 101.93572330474854 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2016 10080\n", - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", - "1 8777735 300.0 0.004707 0.206968 0.011559 0.000035 \n", - "2 8777735 600.0 0.004716 0.207135 0.011573 0.000035 \n", - "3 8777735 900.0 0.004724 0.207273 0.011584 0.000035 \n", - "4 8777735 1200.0 0.004730 0.207388 0.011594 0.000035 \n", - "... ... ... ... ... ... ... \n", - "6043 933020027 603300.0 0.058953 0.755009 0.049310 0.000000 \n", - "6044 933020027 603600.0 0.058909 0.754795 0.049287 0.000000 \n", - "6045 933020027 603900.0 0.058867 0.754590 0.049266 0.000000 \n", - "6046 933020027 604200.0 0.058826 0.754394 0.049246 0.000000 \n", - "6047 933020027 604500.0 0.058788 0.754206 0.049226 0.000000 \n", - "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 0.000012 0.010392 0.341748 9.320413 0.497108 \n", - "1 0.000021 0.020784 0.342073 9.329271 0.497105 \n", - "2 0.000030 0.031175 0.342345 9.336675 0.497101 \n", - "3 0.000036 0.041567 0.342571 9.342841 0.497099 \n", - "4 0.000042 0.051959 0.342759 9.347967 0.497096 \n", - "... ... ... ... ... ... \n", - "6043 90.658967 0.000000 1.211574 36.347221 0.493714 \n", - "6044 90.658884 0.000000 1.211248 36.337448 0.493717 \n", - "6045 90.658805 0.000000 1.210937 36.328110 0.493719 \n", - "6046 90.658730 0.000000 1.210639 36.319172 0.493722 \n", - "6047 90.658657 0.000000 1.210353 36.310593 0.493724 \n", - "\n", - "[6048 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004696 0.206769 0.011542 0.000035 \n", - "1 8777735 60.0 0.004698 0.206816 0.011546 0.000035 \n", - "2 8777735 120.0 0.004700 0.206857 0.011549 0.000035 \n", - "3 8777735 180.0 0.004703 0.206897 0.011552 0.000035 \n", - "4 8777735 240.0 0.004705 0.206935 0.011556 0.000035 \n", - "... ... ... ... ... ... ... \n", - "30235 933020027 604500.0 0.058770 0.754123 0.049218 0.000000 \n", - "30236 933020027 604560.0 0.058763 0.754086 0.049214 0.000000 \n", - "30237 933020027 604620.0 0.058755 0.754050 0.049210 0.000000 \n", - "30238 933020027 604680.0 0.058748 0.754015 0.049206 0.000000 \n", - "30239 933020027 604740.0 0.058741 0.753979 0.049203 0.000000 \n", - "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 0.000002 0.002078 0.341748 1.864082 0.497108 \n", - "1 0.000003 0.004157 0.341824 1.864496 0.497108 \n", - "2 0.000003 0.006235 0.341891 1.864862 0.497107 \n", - "3 0.000004 0.008313 0.341956 1.865216 0.497106 \n", - "4 0.000004 0.010392 0.342019 1.865557 0.497106 \n", - "... ... ... ... ... ... \n", - "30235 4.286447 0.000000 1.210227 7.261362 0.493725 \n", - "30236 4.286444 0.000000 1.210172 7.261031 0.493726 \n", - "30237 4.286441 0.000000 1.210117 7.260703 0.493726 \n", - "30238 4.286438 0.000000 1.210063 7.260379 0.493727 \n", - "30239 4.286436 0.000000 1.210009 7.260056 0.493727 \n", - "\n", - "[30240 rows x 11 columns]\n" - ] - }, - { - "data": { - "text/plain": [ - "'temp-plot.html'" - ] - }, - "execution_count": 127, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", "df_indexed_300 = pd.DataFrame()\n", @@ -1824,14 +1472,14 @@ "# df_indexed_10 = df_filtered.reset_index()\n", "\n", "test_chart = go.FigureWidget()\n", - "for x in range(0,3):\n", + "for x in range(0,len(major_segments)):\n", " temp_df_range_1 = single_seg_length_300 * (x)\n", " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", + " name=\"segment flowval \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", " )\n", " temp_df_range_1 = single_seg_length_60 * (x)\n", " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", @@ -1839,16 +1487,23 @@ " test_chart.add_scatter(\n", " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", + " name=\"segment flowval \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", + " )\n", + " temp_df_range_1 = single_seg_length_300 * (x)\n", + " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],\n", + " name=\"segment courant \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", + " )\n", + " temp_df_range_1 = single_seg_length_60 * (x)\n", + " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],\n", + " name=\"segment courant \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", " )\n", - " # temp_df_range_1 = single_seg_length_10 * (x)\n", - " # temp_df_range_2 = single_seg_length_10 * (x + 1)\n", - " # # print(temp_df_range_1, temp_df_range_2)\n", - " # test_chart.add_scatter(\n", - " # x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " # y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - " # name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", - " # )\n", "\n", "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", "plot(test_chart)\n", @@ -1857,503 +1512,34 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(2016, 10080)" - ] - }, - "execution_count": 124, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "single_seg_length_300,single_seg_length_60" + "# single_seg_length_300,single_seg_length_60" ] }, { "cell_type": "code", - "execution_count": 122, + "execution_count": null, "metadata": {}, - 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Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "qlateral array complete\n", + "... in 7.163190603256226 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [00:28<00:00, 20.44it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "... complete in 30.364373683929443 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [00:29<00:00, 37.98it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "max_courant: [126.81378174]\n", + "ordered reach computation complete\n", + "... in 29.219424724578857 seconds.\n", + "program complete\n", + "... in 38.5377140045166 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2880 14400\n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", + "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", + "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", + "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", + "... ... ... ... ... ... ... \n", + "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", + "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", + "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", + "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", + "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", + "\n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", + "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", + "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", + "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", + "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", + "... ... ... ... ... ... \n", + "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", + "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", + "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", + "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", + "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", + "\n", + "[11520 rows x 11 columns] Empty DataFrame\n", + "Columns: []\n", + "Index: []\n", + "florence_933020089_dt60.yaml\n", + "begin program t-route ...\n", + "creating supernetwork connections set\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning:\n", + "\n", + "calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "supernetwork connections set complete\n", + "... in 0.027488231658935547 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.21229147911071777 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.01482534408569336 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 3.647804260253906e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.015239238739013672 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.0178682804107666 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 6.916577339172363 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [02:14<00:00, 4.97it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "... complete in 135.52743077278137 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 1108/1108 [02:18<00:00, 7.98it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "max_courant: [25.36383247]\n", + "ordered reach computation complete\n", + "... in 138.93151569366455 seconds.\n", + "program complete\n", + "... in 147.2059895992279 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2880 14400\n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 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}, + "execution_count": 151, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", "df_indexed_300 = pd.DataFrame()\n", @@ -1390,7 +1755,7 @@ "\n", " for result in results:\n", " all_results_new.update(result)\n", - "\n", + " \n", " # print(all_results[8780801][1][0])\n", "\n", " df = pd.DataFrame()\n", @@ -1456,7 +1821,7 @@ " res = (res)[:3]\n", " # print((res)[:25])\n", "\n", - " major_segments = []\n", + " major_segments = [933020089]\n", " for x, y in res[:3]:\n", " major_segments.append(x)\n", " # major_segments\n", @@ -1506,8 +1871,7 @@ " )\n", "\n", "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", - "plot(test_chart)\n", - "\n" + "plot(test_chart)" ] }, { diff --git a/test/input/yaml/florence_933020089_dt300.yaml b/test/input/yaml/florence_933020089_dt300.yaml index 9c4a9b947..90ad26c8f 100644 --- a/test/input/yaml/florence_933020089_dt300.yaml +++ b/test/input/yaml/florence_933020089_dt300.yaml @@ -8,7 +8,7 @@ run_parameters: assume_short_ts: true qts_subdivisions: 12 dt: 300 - nts: 2016 + nts: 2880 #qts, dt, and nts relationship. #qts 12*n #dt 300/n @@ -75,14 +75,14 @@ waterbody_parameters: forcing_parameters: qlat_input_folder: "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/" qlat_file_pattern_filter: - - "/2018091[456789]*.CHRTOUT_DOMAIN1" + - "/2018091[123456789]*.CHRTOUT_DOMAIN1" - "/2018092*.CHRTOUT_DOMAIN1" qlat_file_index_col: feature_id qlat_file_value_col: q_lateral #WRF-Hydro restart files restart_parameters: #WRF-Hydro channels restart file - wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-11_00:00_DOMAIN1" #WRF-Hydro channels ID crosswalk file wrf_hydro_channel_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" wrf_hydro_channel_ID_crosswalk_file_field_name: link @@ -90,7 +90,7 @@ restart_parameters: wrf_hydro_channel_restart_downstream_flow_field_name: qlink2 wrf_hydro_channel_restart_depth_flow_field_name: hlink #WRF-Hydro waterbodies restart file - wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-11_00:00_DOMAIN1" #WRF-Hydro waterbody ID crosswalk file wrf_hydro_waterbody_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" wrf_hydro_waterbody_ID_crosswalk_file_field_name: lake_id diff --git a/test/input/yaml/florence_933020089_dt60.yaml b/test/input/yaml/florence_933020089_dt60.yaml index 20efb3da1..0192415a5 100644 --- a/test/input/yaml/florence_933020089_dt60.yaml +++ b/test/input/yaml/florence_933020089_dt60.yaml @@ -8,7 +8,7 @@ run_parameters: assume_short_ts: true qts_subdivisions: 60 dt: 60 - nts: 10080 + nts: 14400 #qts, dt, and nts relationship. #qts 12*n #dt 300/n @@ -75,14 +75,14 @@ waterbody_parameters: forcing_parameters: qlat_input_folder: "../../test/input/private/florence_cutout_v21/FORCING_AnA_channel-only/" qlat_file_pattern_filter: - - "/2018091[456789]*.CHRTOUT_DOMAIN1" + - "/2018091[123456789]*.CHRTOUT_DOMAIN1" - "/2018092*.CHRTOUT_DOMAIN1" qlat_file_index_col: feature_id qlat_file_value_col: q_lateral #WRF-Hydro restart files restart_parameters: #WRF-Hydro channels restart file - wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + wrf_hydro_channel_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-11_00:00_DOMAIN1" #WRF-Hydro channels ID crosswalk file wrf_hydro_channel_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/Route_Link.nc" wrf_hydro_channel_ID_crosswalk_file_field_name: link @@ -90,7 +90,7 @@ restart_parameters: wrf_hydro_channel_restart_downstream_flow_field_name: qlink2 wrf_hydro_channel_restart_depth_flow_field_name: hlink #WRF-Hydro waterbodies restart file - wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-14_00:00_DOMAIN1" + wrf_hydro_waterbody_restart_file: "../../test/input/private/florence_cutout_v21/NWM/RESTART_open-loop/HYDRO_RST.2018-09-11_00:00_DOMAIN1" #WRF-Hydro waterbody ID crosswalk file wrf_hydro_waterbody_ID_crosswalk_file: "../../test/input/private/florence_cutout_v21/NWM/DOMAIN/LAKEPARM.nc" wrf_hydro_waterbody_ID_crosswalk_file_field_name: lake_id From f4b7934d009a8059bbb7124c1bfae636618d67f2 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Thu, 12 Nov 2020 16:09:32 -0600 Subject: [PATCH 14/17] creates matching plot colors and double y axis, but loses information with two y axes --- src/python_routing_v01/Florence_Test.ipynb | 1703 ++++++++++++++++---- 1 file changed, 1372 insertions(+), 331 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 253296a16..b623966f6 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -44,9 +44,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jacob.hreha/github/t-route/src/python_framework_v02/nhd_io.py:53: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details.\n", + " data = yaml.load(custom_file)\n" + ] + } + ], "source": [ "supernetwork_parameters = None\n", "waterbody_parameters = None\n", @@ -129,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -152,9 +161,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.03888821601867676 seconds.\n" + ] + } + ], "source": [ "if showtiming:\n", " program_start_time = time.time()\n", @@ -200,9 +220,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.004379987716674805 seconds.\n" + ] + } + ], "source": [ "# STEP 2: Separate the networks and build the sub-graph of reaches within each network\n", "if showtiming:\n", @@ -226,9 +256,25 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.017271041870117188 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 3.7670135498046875e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.01991748809814453 seconds.\n" + ] + } + ], "source": [ "# STEP 3: Organize Network for Waterbodies\n", "if break_network_at_waterbodies:\n", @@ -328,9 +374,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.02246999740600586 seconds.\n" + ] + } + ], "source": [ "# STEP 4: Handle Channel Initial States\n", "if showtiming:\n", @@ -371,9 +427,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 6.396091938018799 seconds.\n" + ] + } + ], "source": [ "# STEP 5: Read (or set) QLateral Inputs\n", "if showtiming:\n", @@ -414,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -437,9 +503,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "writing segment output to --> ../../test/output/text/933020089.csv\n" + ] + } + ], "source": [ "# Define the pool after we create the static global objects (and collect the garbage)\n", "if parallel_compute:\n", @@ -455,9 +529,101 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, - 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.................................
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however, version 20.2.4 is available.\n", + "You should consider upgrading via the '/home/jacob.hreha/anaconda3/bin/python -m pip install --upgrade pip' command.\u001b[0m\n" + ] + } + ], "source": [ "!pip install plotly" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -734,9 +1176,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[(933020027, 25.363832473754883), (8777735, 14.950478553771973), (933020017, 9.564001083374023), (8778581, 8.574037551879883), (933020059, 7.254691123962402), (933020061, 4.696855068206787), (8780597, 3.591726064682007), (933020020, 2.8707876205444336), (933020058, 2.4734983444213867), (933020023, 2.1059963703155518), (8777485, 1.860101580619812), (933020036, 1.6248382329940796), (8778795, 1.6150635480880737), (8778021, 1.4462398290634155), (8777339, 1.393180251121521), (8777867, 1.353600263595581), (8777477, 1.3393661975860596), (8780495, 1.3077224493026733), (8777861, 1.1583272218704224), (8777481, 1.149632215499878), (8780607, 1.0738232135772705), (8779003, 1.0580987930297852), (933020050, 1.0441739559173584), (8780751, 0.9917784929275513), (8778947, 0.9753884673118591)]\n" + ] + } + ], "source": [ "seg_list = []\n", "seg_courant_maxes = []\n", @@ -753,7 +1203,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -762,9 +1212,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[933020027,\n", + " 8777735,\n", + " 933020017,\n", + " 8778581,\n", + " 933020059,\n", + " 933020061,\n", + " 8780597,\n", + " 933020020,\n", + " 933020058,\n", + " 933020023,\n", + " 8777485,\n", + " 933020036,\n", + " 8778795,\n", + " 8778021,\n", + " 8777339,\n", + " 8777867,\n", + " 8777477,\n", + " 8780495,\n", + " 8777861,\n", + " 8777481,\n", + " 8780607,\n", + " 8779003,\n", + " 933020050,\n", + " 8780751,\n", + " 8778947]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "major_segments = []\n", "for x, y in res[:25]:\n", @@ -774,7 +1259,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -783,9 +1268,241 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Please read https://msg.pyyaml.org/load for full details.\n", + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.04615497589111328 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.007277727127075195 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.022621631622314453 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 4.4345855712890625e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.0272982120513916 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.029682159423828125 seconds.\n", + "creating qlateral array ...\n", + "qlateral array complete\n", + "... in 8.037819862365723 seconds.\n", + "executing routing computation ...\n", + "routing ordered reaches for networks of order 2 ... \n", + "... complete in 9.12061858177185 seconds.\n", + "max_courant: [27.53112221]\n", + "routing ordered reaches for networks of order 1 ... \n", + "... complete in 11.953770399093628 seconds.\n", + "max_courant: [0.]\n", + "routing ordered reaches for networks of order 0 ... \n", + "writing segment output to --> ../../test/output/text/933020089.csv\n", + "... complete in 24.70727014541626 seconds.\n", + "max_courant: [126.81378174]\n", + "ordered reach computation complete\n", + "... in 23.734419584274292 seconds.\n", + "program complete\n", + "... in 33.576523303985596 seconds.\n" + ] + } + ], "source": [ "custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", "custom_input_file = \"florence_933020089_dt300.yaml\"\n", @@ -855,7 +1747,7 @@ }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 141, "metadata": {}, "outputs": [ { @@ -866,22 +1758,22 @@ "begin program t-route ...\n", "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 0.034284353256225586 seconds.\n", + "... in 0.03426241874694824 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.005200862884521484 seconds.\n", + "... in 0.003715991973876953 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.014122247695922852 seconds.\n", + "... in 0.016068458557128906 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 4.553794860839844e-05 seconds.\n", + "... in 3.0279159545898438e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.017290115356445312 seconds.\n", + "... in 0.017216205596923828 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.01840376853942871 seconds.\n", + "... in 0.01768350601196289 seconds.\n", "creating qlateral array ...\n" ] }, @@ -900,14 +1792,15 @@ "output_type": "stream", "text": [ "qlateral array complete\n", - "... in 7.163190603256226 seconds.\n" + "... in 8.201142072677612 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" @@ -955,21 +1850,22 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [00:28<00:00, 20.44it/s]" + "\n", + "100%|██████████| 1108/1108 [00:23<00:00, 26.02it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 30.364373683929443 seconds.\n" + "... complete in 25.183329820632935 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [00:29<00:00, 37.98it/s]" + "100%|██████████| 1108/1108 [00:24<00:00, 45.98it/s]\n" ] }, { @@ -978,50 +1874,36 @@ "text": [ "max_courant: [126.81378174]\n", "ordered reach computation complete\n", - "... in 29.219424724578857 seconds.\n", + "... in 24.119707345962524 seconds.\n", "program complete\n", - "... in 38.5377140045166 seconds.\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2880 14400\n", - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", - "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", - "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", - "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", - "... ... ... ... ... ... ... \n", - "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", - "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", - "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", - "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", - "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", + "... in 34.19549369812012 seconds.\n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", + "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", + "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", + "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", + "... ... ... ... ... ... ... \n", + "8635 933020027 862500.0 0.058953 0.755009 0.049310 0.000000 \n", + "8636 933020027 862800.0 0.058909 0.754795 0.049287 0.000000 \n", + "8637 933020027 863100.0 0.058867 0.754590 0.049266 0.000000 \n", + "8638 933020027 863400.0 0.058826 0.754394 0.049246 0.000000 \n", + "8639 933020027 863700.0 0.058788 0.754206 0.049226 0.000000 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", - "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", - "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", - "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", - "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", - "... ... ... ... ... ... \n", - "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", - "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", - "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", - "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", - "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", + "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", + "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", + "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", + "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", + "... ... ... ... ... ... \n", + "8635 9.065894e+01 0.000000 1.211574 36.347221 0.493714 \n", + "8636 9.065886e+01 0.000000 1.211248 36.337448 0.493717 \n", + "8637 9.065878e+01 0.000000 1.210937 36.328110 0.493719 \n", + "8638 9.065871e+01 0.000000 1.210639 36.319172 0.493722 \n", + "8639 9.065863e+01 0.000000 1.210353 36.310593 0.493724 \n", "\n", - "[11520 rows x 11 columns] Empty DataFrame\n", + "[8640 rows x 11 columns] Empty DataFrame\n", "Columns: []\n", "Index: []\n", "florence_933020089_dt60.yaml\n", @@ -1044,32 +1926,33 @@ "output_type": "stream", "text": [ "supernetwork connections set complete\n", - "... in 0.027488231658935547 seconds.\n", + "... in 0.029515504837036133 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.21229147911071777 seconds.\n", + "... in 0.20309901237487793 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.01482534408569336 seconds.\n", + "... in 0.014076709747314453 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 3.647804260253906e-05 seconds.\n", + "... in 2.5033950805664062e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.015239238739013672 seconds.\n", + "... in 0.014064311981201172 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.0178682804107666 seconds.\n", + "... in 0.015584230422973633 seconds.\n", "creating qlateral array ...\n", "qlateral array complete\n", - "... in 6.916577339172363 seconds.\n" + "... in 6.2634851932525635 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" @@ -1117,21 +2002,22 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [02:14<00:00, 4.97it/s]" + "\n", + "100%|██████████| 1108/1108 [01:51<00:00, 6.12it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 135.52743077278137 seconds.\n" + "... complete in 112.29779148101807 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [02:18<00:00, 7.98it/s]" + "100%|██████████| 1108/1108 [01:55<00:00, 9.62it/s]" ] }, { @@ -1140,9 +2026,9 @@ "text": [ "max_courant: [25.36383247]\n", "ordered reach computation complete\n", - "... in 138.93151569366455 seconds.\n", + "... in 115.23613929748535 seconds.\n", "program complete\n", - "... in 147.2059895992279 seconds.\n" + "... in 122.44014620780945 seconds.\n" ] }, { @@ -1156,60 +2042,59 @@ "name": "stdout", "output_type": "stream", "text": [ - "2880 14400\n", - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", - "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", - "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", - "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", - "... ... ... ... ... ... ... \n", - "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", - "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", - "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", - "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", - "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", + "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", + "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", + "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", + "... ... ... ... ... ... ... \n", + "8635 933020027 862500.0 0.058953 0.755009 0.049310 0.000000 \n", + "8636 933020027 862800.0 0.058909 0.754795 0.049287 0.000000 \n", + "8637 933020027 863100.0 0.058867 0.754590 0.049266 0.000000 \n", + "8638 933020027 863400.0 0.058826 0.754394 0.049246 0.000000 \n", + "8639 933020027 863700.0 0.058788 0.754206 0.049226 0.000000 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", - "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", - "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", - "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", - "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", - "... ... ... ... ... ... \n", - "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", - "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", - "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", - "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", - "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", + "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", + "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", + "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", + "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", + "... ... ... ... ... ... \n", + "8635 9.065894e+01 0.000000 1.211574 36.347221 0.493714 \n", + "8636 9.065886e+01 0.000000 1.211248 36.337448 0.493717 \n", + "8637 9.065878e+01 0.000000 1.210937 36.328110 0.493719 \n", + "8638 9.065871e+01 0.000000 1.210639 36.319172 0.493722 \n", + "8639 9.065863e+01 0.000000 1.210353 36.310593 0.493724 \n", "\n", - "[11520 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", - "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", - "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", - "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", - "... ... ... ... ... ... ... \n", - "57595 933020089 863700.0 45.402184 0.165735 6.987606 0.038648 \n", - "57596 933020089 863760.0 45.397728 0.165730 6.987244 0.038648 \n", - "57597 933020089 863820.0 45.393272 0.165725 6.986883 0.038648 \n", - "57598 933020089 863880.0 45.388817 0.165720 6.986520 0.038648 \n", - "57599 933020089 863940.0 45.384365 0.165715 6.986158 0.038648 \n", + "[8640 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", + "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", + "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", + "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", + "... ... ... ... ... ... ... \n", + "43195 933020027 863700.0 0.058770 0.754123 0.049218 0.000000 \n", + "43196 933020027 863760.0 0.058763 0.754086 0.049214 0.000000 \n", + "43197 933020027 863820.0 0.058755 0.754050 0.049210 0.000000 \n", + "43198 933020027 863880.0 0.058748 0.754015 0.049206 0.000000 \n", + "43199 933020027 863940.0 0.058741 0.753979 0.049203 0.000000 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", - "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", - "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", - "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", - "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", - "... ... ... ... ... ... \n", - "57595 4.940444e+05 22683.511701 0.162632 0.003898 0.250000 \n", - "57596 4.939930e+05 22685.830588 0.162626 0.003898 0.250000 \n", - "57597 4.939416e+05 22688.149476 0.162619 0.003898 0.250000 \n", - "57598 4.938902e+05 22690.468364 0.162612 0.003898 0.250000 \n", - "57599 4.938388e+05 22692.787251 0.162605 0.003898 0.250000 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", + "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", + "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", + "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", + "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", + "... ... ... ... ... ... \n", + "43195 4.286438e+00 0.000000 1.210227 7.261362 0.493725 \n", + "43196 4.286436e+00 0.000000 1.210172 7.261031 0.493726 \n", + "43197 4.286433e+00 0.000000 1.210117 7.260703 0.493726 \n", + "43198 4.286430e+00 0.000000 1.210063 7.260379 0.493727 \n", + "43199 4.286428e+00 0.000000 1.210009 7.260056 0.493727 \n", "\n", - "[57600 rows x 11 columns]\n" + "[43200 rows x 11 columns]\n" ] }, { @@ -1218,13 +2103,14 @@ "'temp-plot.html'" ] }, - "execution_count": 151, + "execution_count": 141, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", + "from plotly.subplots import make_subplots\n", "df_indexed_300 = pd.DataFrame()\n", "df_indexed_60 = pd.DataFrame()\n", "for c_i in (custom_input_file_list):\n", @@ -1781,7 +2667,7 @@ " single_seg_length_60 = single_seg_length\n", "# else:\n", "# single_seg_length_10 = single_seg_length\n", - " print(single_seg_length_300,single_seg_length_60)\n", + "# print(single_seg_length_300,single_seg_length_60)\n", " # single_seg_length * 611\n", "\n", " key_index = all_results.keys()\n", @@ -1821,7 +2707,7 @@ " res = (res)[:3]\n", " # print((res)[:25])\n", "\n", - " major_segments = [933020089]\n", + " major_segments = []\n", " for x, y in res[:3]:\n", " major_segments.append(x)\n", " # major_segments\n", @@ -1836,7 +2722,8 @@ "# else:\n", "# df_indexed_10 = df_filtered.reset_index()\n", "\n", - "test_chart = go.FigureWidget()\n", + "test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "# test_chart = go.FigureWidget()\n", "for x in range(0,len(major_segments)):\n", " temp_df_range_1 = single_seg_length_300 * (x)\n", " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", @@ -1858,7 +2745,7 @@ " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", " test_chart.add_scatter(\n", " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],secondary_y=True,\n", " name=\"segment courant \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", " )\n", " temp_df_range_1 = single_seg_length_60 * (x)\n", @@ -1866,9 +2753,11 @@ " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],secondary_y=True,\n", " name=\"segment courant \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", " )\n", + "# test_chart.update_yaxes(title_text=\"primary yaxis title\", secondary_y=False)\n", + "# test_chart.update_yaxes(title_text=\"secondary yaxis title\", secondary_y=True)\n", "\n", "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", "plot(test_chart)" @@ -1876,186 +2765,338 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 147, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'temp-plot.html'" + ] + }, + "execution_count": 147, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import random\n", + "test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "# test_chart = go.FigureWidget()\n", + "\n", + "for x in range(0,len(major_segments)):\n", + " r = lambda: random.randint(0,255)\n", + " temp_color1 = ('#%02X%02X%02X' % (r(),r(),r()))\n", + " temp_color2 = ('#%02X%02X%02X' % (r(),r(),r()))\n", + "# print(temp_color1,temp_color2)\n", + " temp_df_range_1 = single_seg_length_300 * (x)\n", + " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],line_color=temp_color1,\n", + " name=\"segment flowval \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", + "\n", + " )\n", + " temp_df_range_1 = single_seg_length_60 * (x)\n", + " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],line_color=temp_color2,\n", + " name=\"segment flowval \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", + "\n", + " )\n", + " temp_df_range_1 = single_seg_length_300 * (x)\n", + " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],line_color=temp_color1,secondary_y=True,\n", + " name=\"segment courant \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", + "\n", + " )\n", + " temp_df_range_1 = single_seg_length_60 * (x)\n", + " temp_df_range_2 = single_seg_length_60 * (x + 1)\n", + " # print(temp_df_range_1, temp_df_range_2)\n", + " test_chart.add_scatter(\n", + " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],\n", + " line_color=temp_color2,\n", + " secondary_y=True,\n", + " name=\"segment courant \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", + " )\n", + "test_chart.update_yaxes(title_text=\"Flow Value\", secondary_y=False)\n", + "# test_chart.update_yaxes(title_text=\"Courant Value\", secondary_y=True)\n", + "test_chart.update_xaxes(title_text=\"Time Step\")\n", + "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", + "plot(test_chart)" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'#A79870'" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import random\n", + "r = lambda: random.randint(0,255)\n", + "gen1 = ('#%02X%02X%02X' % (r(),r(),r()))\n", + "gen1" + ] + }, + { + "cell_type": "code", + "execution_count": 59, "metadata": {}, "outputs": [], "source": [ - "# single_seg_length_300,single_seg_length_60" + "df_lengths = df_indexed_300\n", + "lengths_temp = []\n", + "for i, j in df_lengths.iterrows(): \n", + " lengths_temp.append(supernetwork_values[0][j['key_index']]['length'])\n", + "df_lengths['lengths'] = pd.Series(lengths_temp, index=df_lengths.index)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ - "# df_indexed_300" + "# df_lengths.index.unique()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "metadata": {}, "outputs": [], "source": [ - "# df_indexed_60" + "df_lengths = df_lengths.reset_index(drop=True)\n", + "df_lengths = df_lengths.set_index('key_index')\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "25" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(major_segments)" + ] + }, + { + "cell_type": "code", + "execution_count": 63, "metadata": {}, "outputs": [], "source": [ - "# custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", - "# # custom_input_file_list = [\"florence_933020089_dt300.yaml\"]\n", - "# df_indexed_300 = pd.DataFrame()\n", - "# df_indexed_60 = pd.DataFrame()\n", - "# # df_indexed_10 = pd.DataFrame()\n", - "# single_seg_length_300 = 0\n", - "# single_seg_length_60 = 0\n", - "# # single_seg_length_10 = 0\n", - "# for i,c_i in enumerate(custom_input_file_list):\n", - "# print(c_i)\n", - "# custom_input_folder = root.joinpath(\"test\", \"input\", \"yaml\")\n", - "# custom_input_file = c_i\n", - "# all_results_new = tr.route_supernetwork(\n", - "# tr.connections_g,\n", - "# tr.networks_g,\n", - "# tr.qlateral_g,\n", - "# tr.waterbodies_df_g,\n", - "# tr.waterbody_initial_states_df_g,\n", - "# tr.channel_initial_states_df_g,\n", - "# custom_input_file=custom_input_folder.joinpath(custom_input_file),\n", - "# )\n", - " \n", - "\n", - " \n", - "# print(len(all_results_new))\n", - "# all_results_new = {}\n", - "# seg_courant_maxes = []\n", - "# time = []\n", - "# flowval = [] # flowval\n", - "# velval_list = [] # velval\n", - "# depthval = [] # depthval\n", - "# qlatval = [] # qlatval\n", - "# storageval = [] # storageval\n", - "# qlatCumval = [] # qlatCumval\n", - "# kinCelerity = [] # ck\n", - "# courant = [] # cn\n", - "# X = [] # X\n", - "\n", - "# for result in results:\n", - "# all_results_new.update(result)\n", - "\n", - "# # print(all_results[8780801][1][0])\n", - "\n", - "# df = pd.DataFrame()\n", - "# # print(all_results)\n", - "\n", - "# for key, data in all_results_new.items():\n", - "# time.extend(data[:, 0]) # time\n", - "# flowval.extend(data[:, 1]) # flowval\n", - "# velval_list.extend(data[:, 2]) # velval\n", - "# depthval.extend(data[:, 3]) # depthval\n", - "# qlatval.extend(data[:, 4]) # qlatval\n", - "# storageval.extend(data[:, 5]) # storageval\n", - "# qlatCumval.extend(data[:, 6]) # qlatCumval\n", - "# kinCelerity.extend(data[:, 7]) # ck\n", - "# courant.extend(data[:, 8]) # cn\n", - "# X.extend(data[:, 9]) # X\n", - "# # print(all_results_new)\n", - "# single_seg_length = len(all_results_new[933020089][:, 0])\n", - "# print(single_seg_length)\n", - "# if i == 0:\n", - "# single_seg_length_300 = single_seg_length\n", - "# elif i == 1:\n", - "# single_seg_length_60 = single_seg_length\n", - "# # else:\n", - "# # single_seg_length_10 = single_seg_length\n", - "\n", - "# # single_seg_length * 611\n", - "\n", - "# key_index = all_results.keys()\n", - "# key_index = list(\n", - "# itertools.chain.from_iterable(\n", - "# itertools.repeat(x, single_seg_length) for x in key_index\n", - "# )\n", - "# )\n", - "# data = {\n", - "# \"key_index\": list(key_index),\n", - "# \"time\": list(time),\n", - "# \"flowval\": list(flowval),\n", - "# \"velval_list\": list(velval_list),\n", - "# \"depthval\": list(depthval),\n", - "# \"qlatval\": list(qlatval),\n", - "# \"storageval\": list(storageval),\n", - "# \"qlatCumval\": list(qlatCumval),\n", - "# \"kinCelerity\": list(kinCelerity),\n", - "# \"courant\": list(courant),\n", - "# \"X\": list(X),\n", - "# }\n", - "# df = pd.DataFrame(data)\n", - "# df = df.set_index(\"key_index\")\n", - "# df = df.reset_index()\n", - "# df = df.set_index(\"key_index\")\n", - "\n", - "\n", - "# seg_list = []\n", - "# seg_courant_maxes = []\n", - "# for seg in all_results_new:\n", - "# seg_list.append(seg)\n", - "# seg_courant_maxes.append(max(all_results_new[seg][:, tr.courant_index]))\n", - "# zipped = zip(seg_list, seg_courant_maxes)\n", - "# zipped = list(zipped)\n", - "# res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", - "# # A.sort(reverse=True)\n", - "# res = (res)[:3]\n", - "# # print((res)[:25])\n", - "\n", - "# major_segments = []\n", - "# for x, y in res[:3]:\n", - "# major_segments.append(x)\n", - "# # major_segments\n", - "\n", - "# df_filtered = df.loc[df.index.isin(major_segments), :]\n", - "\n", - "# if i == 0:\n", - "# df_indexed_300 = df_filtered.reset_index()\n", - "# elif i == 1:\n", - "# df_indexed_60 = df_filtered.reset_index()\n", - "# # else:\n", - "# # df_indexed_10 = df_filtered.reset_index()\n", + "length_list = []\n", + "courant_list = []\n", + "flowval_list = []\n", + "for i in major_segments:\n", + " length_list.append(df_lengths.loc[i]['lengths'][:1].values[0])\n", + " courant_list.append(df_lengths.loc[i]['courant'][:1].values[0])\n", + " flowval_list.append(df_lengths.loc[i]['flowval'][:1].values[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[12.227744102478027,\n", + " 8.375633239746094,\n", + " 1.4919893741607666,\n", + " 3.5384578704833984,\n", + " 2.722485065460205,\n", + " 4.67125129699707,\n", + " 1.958962321281433,\n", + " 1.6834832429885864,\n", + " 4.80889892578125,\n", + " 1.0520790815353394,\n", + " 0.5376074314117432,\n", + " 0.49882617592811584,\n", + " 0.17622336745262146,\n", + " 2.33585524559021,\n", + " 0.43409964442253113,\n", + " 1.903039813041687,\n", + " 0.3100087344646454,\n", + " 0.4152270555496216,\n", + " 1.5580898523330688,\n", + " 0.3247401714324951,\n", + " 0.6226049661636353,\n", + " 0.6581174731254578,\n", + " 0.735342800617218,\n", + " 0.35107898712158203,\n", + " 0.2029656171798706]" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "courant_list" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 8777735\n", + "1 8777735\n", + "2 8777735\n", + "3 8777735\n", + "4 8777735\n", + " ... \n", + "359995 8780751\n", + "359996 8780751\n", + "359997 8780751\n", + "359998 8780751\n", + "359999 8780751\n", + "Name: key_index, Length: 360000, dtype: int64" + ] + }, + "execution_count": 93, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_indexed_60['key_index']" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [], + "source": [ + "# table1 = zip(length_list,major_segments)\n", + "# table2 = sorted(table1, key=lambda x: x[1], reverse=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [], + "source": [ + "b = length_list\n", + "a = major_segments\n", + "c = courant_list\n", + "d = flowval_list\n", + "res = \"\\n\".join(\"{} {} {} {}\".format(w , x , y , z ) for w, x, y, z in sorted(zip(c, d, b, a),reverse=True))" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "12.227744102478027 0.004060585051774979 10.0 933020027\n", + "8.375633239746094 0.0041962782852351665 11.0 8777735\n", + "4.80889892578125 6.211640357971191 5.0 933020058\n", + "4.67125129699707 0.005805434659123421 17.0 933020061\n", + "3.5384578704833984 2.412903308868408 5.0 8778581\n", + "2.722485065460205 0.0026232698000967503 17.0 933020059\n", + "2.33585524559021 0.6656259894371033 114.0 8778021\n", + "1.958962321281433 0.008839867077767849 54.0 8780597\n", + "1.903039813041687 1.610382318496704 166.0 8777867\n", + "1.6834832429885864 0.0018756598001345992 28.0 933020020\n", + "1.5580898523330688 1.6185015439987183 177.0 8777861\n", + "1.4919893741607666 6.569494416908128e-06 11.0 933020017\n", + "1.0520790815353394 0.009235578589141369 57.0 933020023\n", + "0.735342800617218 0.0011249413946643472 46.0 933020050\n", + "0.6581174731254578 0.14307114481925964 23.0 8779003\n", + "0.6226049661636353 0.05031493678689003 152.0 8780607\n", + "0.5376074314117432 0.00017483932606410235 42.0 8777485\n", + "0.49882617592811584 0.006104861386120319 14.0 933020036\n", + "0.43409964442253113 0.007608350366353989 164.0 8777339\n", + "0.4152270555496216 0.0002334142627660185 75.0 8780495\n", + "0.35107898712158203 0.0015799697721377015 91.0 8780751\n", + "0.3247401714324951 0.0027858661487698555 145.0 8777481\n", + "0.3100087344646454 6.194291199790314e-05 54.0 8777477\n", + "0.2029656171798706 0.00011678047303576022 172.0 8778947\n", + "0.17622336745262146 5.3605999710271135e-05 126.0 8778795\n" + ] + } + ], + "source": [ + "print(res)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'temp-plot.html'" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "test_chart.add_scatter(\n", + " x=length_list,\n", + " y=courant_list,\n", + " name=\"courant\" + \" \" + str(300),\n", + " mode='markers', \n", + ")\n", + "test_chart.add_scatter(\n", + " x=length_list,\n", + " y=flowval_list,\n", + " name=\"flowval\" + \" \" + str(300),\n", + " mode='markers', \n", + ")\n", + "# test_chart.update_yaxes(title_text=\"Flow Value\", secondary_y=False)\n", + "# test_chart.update_yaxes(title_text=\"Courant Value\", secondary_y=True)\n", + "test_chart.update_xaxes(title_text=\"Length\", )\n", "\n", - "# test_chart = go.FigureWidget()\n", - "# for x in range(0,3):\n", - "# temp_df_range_1 = single_seg_length_300 * (x)\n", - "# temp_df_range_2 = single_seg_length_300 * (x + 1)\n", - "# # print(temp_df_range_1, temp_df_range_2)\n", - "# test_chart.add_scatter(\n", - "# x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", - "# y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - "# name=\"segment \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", - "# )\n", - "# temp_df_range_1 = single_seg_length_60 * (x)\n", - "# temp_df_range_2 = single_seg_length_60 * (x + 1)\n", - "# # print(temp_df_range_1, temp_df_range_2)\n", - "# test_chart.add_scatter(\n", - "# x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", - "# y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - "# name=\"segment \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", - "# )\n", - "# # temp_df_range_1 = single_seg_length_10 * (x)\n", - "# # temp_df_range_2 = single_seg_length_10 * (x + 1)\n", - "# # # print(temp_df_range_1, temp_df_range_2)\n", - "# # test_chart.add_scatter(\n", - "# # x=df_indexed_10[temp_df_range_1:temp_df_range_2][\"time\"],\n", - "# # y=df_indexed_10[temp_df_range_1:temp_df_range_2][\"flowval\"],\n", - "# # name=\"segment \" + str(df_indexed_10[\"key_index\"][temp_df_range_1]) + \" \" + str(dt),\n", - "# # )\n", - "\n", - "# test_chart.layout.title = \"Timestep Chart 300, 60\"\n", - "# plot(test_chart)\n" + "test_chart.layout.title = \"Top 25 Values by Length - 300 \"\n", + "plot(test_chart)" ] }, { @@ -2082,7 +3123,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.7.4" } }, "nbformat": 4, From f02d3257c45cdd326294c9f9ee36a81637802a3f Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Thu, 12 Nov 2020 16:14:32 -0600 Subject: [PATCH 15/17] slight changes to plot figure --- src/python_routing_v01/Florence_Test.ipynb | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index b623966f6..b0f568b97 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -2765,7 +2765,7 @@ }, { "cell_type": "code", - "execution_count": 147, + "execution_count": 154, "metadata": {}, "outputs": [ { @@ -2774,15 +2774,15 @@ "'temp-plot.html'" ] }, - "execution_count": 147, + "execution_count": 154, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import random\n", - "test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", - "# test_chart = go.FigureWidget()\n", + "# test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "test_chart = go.FigureWidget()\n", "\n", "for x in range(0,len(major_segments)):\n", " r = lambda: random.randint(0,255)\n", @@ -2803,7 +2803,7 @@ " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],line_color=temp_color2,\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],line_color=temp_color1,\n", " name=\"segment flowval \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", "\n", " )\n", @@ -2811,7 +2811,8 @@ " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", " test_chart.add_scatter(\n", " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],line_color=temp_color1,secondary_y=True,\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],line_color=temp_color2,\n", + "# secondary_y=True,\n", " name=\"segment courant \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", "\n", " )\n", @@ -2822,10 +2823,10 @@ " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],\n", " line_color=temp_color2,\n", - " secondary_y=True,\n", + "# secondary_y=True,\n", " name=\"segment courant \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", " )\n", - "test_chart.update_yaxes(title_text=\"Flow Value\", secondary_y=False)\n", + "test_chart.update_yaxes(title_text=\"Flow/Courant Value\")\n", "# test_chart.update_yaxes(title_text=\"Courant Value\", secondary_y=True)\n", "test_chart.update_xaxes(title_text=\"Time Step\")\n", "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", From f1974c0ddec0c0a34b2f710372500e2e7008c638 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Tue, 17 Nov 2020 11:55:52 -0600 Subject: [PATCH 16/17] small changes to create new graphs --- src/python_routing_v01/Florence_Test.ipynb | 272 ++++++++++----------- 1 file changed, 136 insertions(+), 136 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index b0f568b97..13ea554b9 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -1747,34 +1747,14 @@ }, { "cell_type": "code", - "execution_count": 141, + "execution_count": 167, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "florence_933020089_dt300.yaml\n", - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.03426241874694824 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.003715991973876953 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.016068458557128906 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 3.0279159545898438e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.017216205596923828 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.01768350601196289 seconds.\n", - "creating qlateral array ...\n" + "florence_933020089_dt300.yaml\n" ] }, { @@ -1791,8 +1771,28 @@ "name": "stdout", "output_type": "stream", "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.19327354431152344 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.0033049583435058594 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.04512763023376465 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 4.029273986816406e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.13686561584472656 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.01739811897277832 seconds.\n", + "creating qlateral array ...\n", "qlateral array complete\n", - "... in 8.201142072677612 seconds.\n" + "... in 8.3769211769104 seconds.\n" ] }, { @@ -1816,14 +1816,14 @@ "output_type": "stream", "text": [ "\n", - " 42%|████▏ | 467/1108 [00:07<00:09, 64.13it/s]\u001b[A" + " 42%|████▏ | 467/1108 [00:07<00:10, 63.27it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 9.088607788085938 seconds.\n", + "... complete in 9.312047004699707 seconds.\n", "max_courant: [27.53112221]\n", "routing ordered reaches for networks of order 1 ... \n" ] @@ -1833,14 +1833,14 @@ "output_type": "stream", "text": [ "\n", - " 45%|████▌ | 499/1108 [00:11<00:28, 21.64it/s]\u001b[A" + " 45%|████▌ | 499/1108 [00:11<00:28, 21.24it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 12.854177236557007 seconds.\n", + "... complete in 13.153852462768555 seconds.\n", "max_courant: [0.]\n", "routing ordered reaches for networks of order 0 ... \n", "writing segment output to --> ../../test/output/text/933020089.csv\n" @@ -1851,21 +1851,22 @@ "output_type": "stream", "text": [ "\n", - "100%|██████████| 1108/1108 [00:23<00:00, 26.02it/s]\u001b[A" + " 45%|████▌ | 499/1108 [00:23<00:28, 21.24it/s]\u001b[A\n", + "100%|██████████| 1108/1108 [00:23<00:00, 25.59it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 25.183329820632935 seconds.\n" + "... complete in 25.58719301223755 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [00:24<00:00, 45.98it/s]\n" + "100%|██████████| 1108/1108 [00:24<00:00, 45.48it/s]\n" ] }, { @@ -1874,36 +1875,36 @@ "text": [ "max_courant: [126.81378174]\n", "ordered reach computation complete\n", - "... in 24.119707345962524 seconds.\n", + "... in 24.3854718208313 seconds.\n", "program complete\n", - "... in 34.19549369812012 seconds.\n", - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", - "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", - "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", - "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", - "... ... ... ... ... ... ... \n", - "8635 933020027 862500.0 0.058953 0.755009 0.049310 0.000000 \n", - "8636 933020027 862800.0 0.058909 0.754795 0.049287 0.000000 \n", - "8637 933020027 863100.0 0.058867 0.754590 0.049266 0.000000 \n", - "8638 933020027 863400.0 0.058826 0.754394 0.049246 0.000000 \n", - "8639 933020027 863700.0 0.058788 0.754206 0.049226 0.000000 \n", + "... in 35.06785249710083 seconds.\n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", + "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", + "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", + "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", + "... ... ... ... ... ... ... \n", + "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", + "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", + "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", + "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", + "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", - "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", - "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", - "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", - "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", - "... ... ... ... ... ... \n", - "8635 9.065894e+01 0.000000 1.211574 36.347221 0.493714 \n", - "8636 9.065886e+01 0.000000 1.211248 36.337448 0.493717 \n", - "8637 9.065878e+01 0.000000 1.210937 36.328110 0.493719 \n", - "8638 9.065871e+01 0.000000 1.210639 36.319172 0.493722 \n", - "8639 9.065863e+01 0.000000 1.210353 36.310593 0.493724 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", + "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", + "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", + "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", + "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", + "... ... ... ... ... ... \n", + "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", + "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", + "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", + "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", + "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", "\n", - "[8640 rows x 11 columns] Empty DataFrame\n", + "[11520 rows x 11 columns] Empty DataFrame\n", "Columns: []\n", "Index: []\n", "florence_933020089_dt60.yaml\n", @@ -1926,25 +1927,25 @@ "output_type": "stream", "text": [ "supernetwork connections set complete\n", - "... in 0.029515504837036133 seconds.\n", + "... in 0.02584362030029297 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.20309901237487793 seconds.\n", + "... in 0.1947641372680664 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.014076709747314453 seconds.\n", + "... in 0.01462554931640625 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 2.5033950805664062e-05 seconds.\n", + "... in 2.6226043701171875e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.014064311981201172 seconds.\n", + "... in 0.01472020149230957 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.015584230422973633 seconds.\n", + "... in 0.01802229881286621 seconds.\n", "creating qlateral array ...\n", "qlateral array complete\n", - "... in 6.2634851932525635 seconds.\n" + "... in 6.217548370361328 seconds.\n" ] }, { @@ -1968,14 +1969,14 @@ "output_type": "stream", "text": [ "\n", - " 42%|████▏ | 467/1108 [00:35<00:49, 12.97it/s]\u001b[A" + " 42%|████▏ | 467/1108 [00:35<00:48, 13.12it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 36.67781901359558 seconds.\n", + "... complete in 36.30588960647583 seconds.\n", "max_courant: [5.51265717]\n", "routing ordered reaches for networks of order 1 ... \n" ] @@ -1985,14 +1986,14 @@ "output_type": "stream", "text": [ "\n", - " 45%|████▌ | 499/1108 [00:50<01:56, 5.25it/s]\u001b[A" + " 45%|████▌ | 499/1108 [00:50<01:55, 5.29it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 51.25721836090088 seconds.\n", + "... complete in 50.79224252700806 seconds.\n", "max_courant: [0.]\n", "routing ordered reaches for networks of order 0 ... \n", "writing segment output to --> ../../test/output/text/933020089.csv\n" @@ -2003,21 +2004,21 @@ "output_type": "stream", "text": [ "\n", - "100%|██████████| 1108/1108 [01:51<00:00, 6.12it/s]\u001b[A" + "100%|██████████| 1108/1108 [01:50<00:00, 6.16it/s]\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 112.29779148101807 seconds.\n" + "... complete in 111.59061074256897 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [01:55<00:00, 9.62it/s]" + "100%|██████████| 1108/1108 [01:54<00:00, 9.68it/s]" ] }, { @@ -2026,9 +2027,9 @@ "text": [ "max_courant: [25.36383247]\n", "ordered reach computation complete\n", - "... in 115.23613929748535 seconds.\n", + "... in 114.50309348106384 seconds.\n", "program complete\n", - "... in 122.44014620780945 seconds.\n" + "... in 121.6840603351593 seconds.\n" ] }, { @@ -2042,59 +2043,59 @@ "name": "stdout", "output_type": "stream", "text": [ - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", - "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", - "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", - "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", - "... ... ... ... ... ... ... \n", - "8635 933020027 862500.0 0.058953 0.755009 0.049310 0.000000 \n", - "8636 933020027 862800.0 0.058909 0.754795 0.049287 0.000000 \n", - "8637 933020027 863100.0 0.058867 0.754590 0.049266 0.000000 \n", - "8638 933020027 863400.0 0.058826 0.754394 0.049246 0.000000 \n", - "8639 933020027 863700.0 0.058788 0.754206 0.049226 0.000000 \n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", + "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", + "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", + "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", + "... ... ... ... ... ... ... \n", + "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", + "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", + "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", + "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", + "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", - "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", - "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", - "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", - "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", - "... ... ... ... ... ... \n", - "8635 9.065894e+01 0.000000 1.211574 36.347221 0.493714 \n", - "8636 9.065886e+01 0.000000 1.211248 36.337448 0.493717 \n", - "8637 9.065878e+01 0.000000 1.210937 36.328110 0.493719 \n", - "8638 9.065871e+01 0.000000 1.210639 36.319172 0.493722 \n", - "8639 9.065863e+01 0.000000 1.210353 36.310593 0.493724 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", + "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", + "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", + "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", + "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", + "... ... ... ... ... ... \n", + "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", + "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", + "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", + "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", + "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", "\n", - "[8640 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", - "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", - "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", - "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", - "... ... ... ... ... ... ... \n", - "43195 933020027 863700.0 0.058770 0.754123 0.049218 0.000000 \n", - "43196 933020027 863760.0 0.058763 0.754086 0.049214 0.000000 \n", - "43197 933020027 863820.0 0.058755 0.754050 0.049210 0.000000 \n", - "43198 933020027 863880.0 0.058748 0.754015 0.049206 0.000000 \n", - "43199 933020027 863940.0 0.058741 0.753979 0.049203 0.000000 \n", + "[11520 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", + "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", + "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", + "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", + "... ... ... ... ... ... ... \n", + "57595 933020089 863700.0 45.402184 0.165735 6.987606 0.038648 \n", + "57596 933020089 863760.0 45.397728 0.165730 6.987244 0.038648 \n", + "57597 933020089 863820.0 45.393272 0.165725 6.986883 0.038648 \n", + "57598 933020089 863880.0 45.388817 0.165720 6.986520 0.038648 \n", + "57599 933020089 863940.0 45.384365 0.165715 6.986158 0.038648 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", - "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", - "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", - "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", - "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", - "... ... ... ... ... ... \n", - "43195 4.286438e+00 0.000000 1.210227 7.261362 0.493725 \n", - "43196 4.286436e+00 0.000000 1.210172 7.261031 0.493726 \n", - "43197 4.286433e+00 0.000000 1.210117 7.260703 0.493726 \n", - "43198 4.286430e+00 0.000000 1.210063 7.260379 0.493727 \n", - "43199 4.286428e+00 0.000000 1.210009 7.260056 0.493727 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", + "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", + "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", + "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", + "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", + "... ... ... ... ... ... \n", + "57595 4.940444e+05 22683.511701 0.162632 0.003898 0.250000 \n", + "57596 4.939930e+05 22685.830588 0.162626 0.003898 0.250000 \n", + "57597 4.939416e+05 22688.149476 0.162619 0.003898 0.250000 \n", + "57598 4.938902e+05 22690.468364 0.162612 0.003898 0.250000 \n", + "57599 4.938388e+05 22692.787251 0.162605 0.003898 0.250000 \n", "\n", - "[43200 rows x 11 columns]\n" + "[57600 rows x 11 columns]\n" ] }, { @@ -2103,7 +2104,7 @@ "'temp-plot.html'" ] }, - "execution_count": 141, + "execution_count": 167, "metadata": {}, "output_type": "execute_result" } @@ -2707,7 +2708,7 @@ " res = (res)[:3]\n", " # print((res)[:25])\n", "\n", - " major_segments = []\n", + " major_segments = [933020089]\n", " for x, y in res[:3]:\n", " major_segments.append(x)\n", " # major_segments\n", @@ -2765,7 +2766,7 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 168, "metadata": {}, "outputs": [ { @@ -2774,15 +2775,15 @@ "'temp-plot.html'" ] }, - "execution_count": 154, + "execution_count": 168, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import random\n", - "# test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", - "test_chart = go.FigureWidget()\n", + "test_chart = make_subplots(specs=[[{\"secondary_y\": True}]])\n", + "# test_chart = go.FigureWidget()\n", "\n", "for x in range(0,len(major_segments)):\n", " r = lambda: random.randint(0,255)\n", @@ -2803,7 +2804,7 @@ " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],line_color=temp_color1,\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"flowval\"],line_color=temp_color2,\n", " name=\"segment flowval \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", "\n", " )\n", @@ -2811,8 +2812,8 @@ " temp_df_range_2 = single_seg_length_300 * (x + 1)\n", " test_chart.add_scatter(\n", " x=df_indexed_300[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],line_color=temp_color2,\n", - "# secondary_y=True,\n", + " y=df_indexed_300[temp_df_range_1:temp_df_range_2][\"courant\"],line_color=temp_color1,\n", + " secondary_y=True,\n", " name=\"segment courant \" + str(df_indexed_300[\"key_index\"][temp_df_range_1]) + \" \" + str(300),\n", "\n", " )\n", @@ -2821,13 +2822,12 @@ " # print(temp_df_range_1, temp_df_range_2)\n", " test_chart.add_scatter(\n", " x=df_indexed_60[temp_df_range_1:temp_df_range_2][\"time\"],\n", - " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],\n", - " line_color=temp_color2,\n", - "# secondary_y=True,\n", + " y=df_indexed_60[temp_df_range_1:temp_df_range_2][\"courant\"],line_color=temp_color2,\n", + " secondary_y=True,\n", " name=\"segment courant \" + str(df_indexed_60[\"key_index\"][temp_df_range_1]) + \" \" + str(60),\n", " )\n", - "test_chart.update_yaxes(title_text=\"Flow/Courant Value\")\n", - "# test_chart.update_yaxes(title_text=\"Courant Value\", secondary_y=True)\n", + "test_chart.update_yaxes(title_text=\"Flow Value\", secondary_y=False)\n", + "test_chart.update_yaxes(title_text=\"Courant Value\", secondary_y=True)\n", "test_chart.update_xaxes(title_text=\"Time Step\")\n", "test_chart.layout.title = \"Timestep Chart 300, 60\"\n", "plot(test_chart)" From 8ef0b00112199084affec368576a0a1be4750312 Mon Sep 17 00:00:00 2001 From: jhrehanoaa Date: Wed, 18 Nov 2020 12:17:57 -0600 Subject: [PATCH 17/17] adjustments to scatterplot data and table --- src/python_routing_v01/Florence_Test.ipynb | 453 +++++++++++---------- 1 file changed, 244 insertions(+), 209 deletions(-) diff --git a/src/python_routing_v01/Florence_Test.ipynb b/src/python_routing_v01/Florence_Test.ipynb index 13ea554b9..e5337afaa 100644 --- a/src/python_routing_v01/Florence_Test.ipynb +++ b/src/python_routing_v01/Florence_Test.ipynb @@ -1747,14 +1747,34 @@ }, { "cell_type": "code", - "execution_count": 167, + "execution_count": 182, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "florence_933020089_dt300.yaml\n" + "florence_933020089_dt60.yaml\n", + "begin program t-route ...\n", + "creating supernetwork connections set\n", + "supernetwork connections set complete\n", + "... in 0.02855849266052246 seconds.\n", + "organizing connections into reaches ...\n", + "reach organization complete\n", + "... in 0.004696369171142578 seconds.\n", + "reading waterbody parameter file ...\n", + "waterbodies complete\n", + "... in 0.014914751052856445 seconds.\n", + "ordering waterbody subnetworks ...\n", + "ordering waterbody subnetworks complete\n", + "... in 4.363059997558594e-05 seconds.\n", + "setting waterbody initial states ...\n", + "waterbody initial states complete\n", + "... in 0.017179250717163086 seconds.\n", + "setting channel initial states ...\n", + "channel initial states complete\n", + "... in 0.018418550491333008 seconds.\n", + "creating qlateral array ...\n" ] }, { @@ -1771,28 +1791,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "begin program t-route ...\n", - "creating supernetwork connections set\n", - "supernetwork connections set complete\n", - "... in 0.19327354431152344 seconds.\n", - "organizing connections into reaches ...\n", - "reach organization complete\n", - "... in 0.0033049583435058594 seconds.\n", - "reading waterbody parameter file ...\n", - "waterbodies complete\n", - "... in 0.04512763023376465 seconds.\n", - "ordering waterbody subnetworks ...\n", - "ordering waterbody subnetworks complete\n", - "... in 4.029273986816406e-05 seconds.\n", - "setting waterbody initial states ...\n", - "waterbody initial states complete\n", - "... in 0.13686561584472656 seconds.\n", - "setting channel initial states ...\n", - "channel initial states complete\n", - "... in 0.01739811897277832 seconds.\n", - "creating qlateral array ...\n", "qlateral array complete\n", - "... in 8.3769211769104 seconds.\n" + "... in 7.231583595275879 seconds.\n" ] }, { @@ -1800,7 +1800,8 @@ "output_type": "stream", "text": [ "\n", - " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" @@ -1851,65 +1854,76 @@ "output_type": "stream", "text": [ "\n", - " 45%|████▌ | 499/1108 [00:23<00:28, 21.24it/s]\u001b[A\n", - "100%|██████████| 1108/1108 [00:23<00:00, 25.59it/s]\u001b[A" + "\n", + "100%|██████████| 1108/1108 [02:22<00:00, 5.13it/s]\u001b[A\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 25.58719301223755 seconds.\n" + "... complete in 143.57751870155334 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [00:24<00:00, 45.48it/s]\n" + "100%|██████████| 1108/1108 [02:26<00:00, 7.55it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "max_courant: [126.81378174]\n", + "max_courant: [25.36383247]\n", "ordered reach computation complete\n", - "... in 24.3854718208313 seconds.\n", + "... in 146.69346976280212 seconds.\n", "program complete\n", - "... in 35.06785249710083 seconds.\n", - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", - "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", - "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", - "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", - "... ... ... ... ... ... ... \n", - "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", - "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", - "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", - "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", - "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", + "... in 154.7804775238037 seconds.\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Empty DataFrame\n", + "Columns: []\n", + "Index: [] key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", + "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", + "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", + "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", + "... ... ... ... ... ... ... \n", + "359995 8780751 863700.0 0.008624 0.134758 0.029789 0.000000 \n", + "359996 8780751 863760.0 0.008624 0.134757 0.029788 0.000000 \n", + "359997 8780751 863820.0 0.008623 0.134755 0.029788 0.000000 \n", + "359998 8780751 863880.0 0.008623 0.134754 0.029787 0.000000 \n", + "359999 8780751 863940.0 0.008623 0.134752 0.029786 0.000000 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", - "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", - "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", - "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", - "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", - "... ... ... ... ... ... \n", - "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", - "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", - "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", - "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", - "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", + "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", + "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", + "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", + "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", + "... ... ... ... ... ... \n", + "359995 -1.558339e+01 50.799377 0.220286 0.145244 0.492948 \n", + "359996 -1.558343e+01 50.799377 0.220284 0.145242 0.492948 \n", + "359997 -1.558348e+01 50.799377 0.220281 0.145240 0.492948 \n", + "359998 -1.558353e+01 50.799377 0.220279 0.145239 0.492949 \n", + "359999 -1.558357e+01 50.799377 0.220276 0.145237 0.492949 \n", "\n", - "[11520 rows x 11 columns] Empty DataFrame\n", - "Columns: []\n", - "Index: []\n", - "florence_933020089_dt60.yaml\n", - "begin program t-route ...\n", - "creating supernetwork connections set\n" + "[360000 rows x 11 columns]\n", + "florence_933020089_dt300.yaml\n" ] }, { @@ -1926,26 +1940,28 @@ "name": "stdout", "output_type": "stream", "text": [ + "begin program t-route ...\n", + "creating supernetwork connections set\n", "supernetwork connections set complete\n", - "... in 0.02584362030029297 seconds.\n", + "... in 0.032993316650390625 seconds.\n", "organizing connections into reaches ...\n", "reach organization complete\n", - "... in 0.1947641372680664 seconds.\n", + "... in 1.0221493244171143 seconds.\n", "reading waterbody parameter file ...\n", "waterbodies complete\n", - "... in 0.01462554931640625 seconds.\n", + "... in 0.015247106552124023 seconds.\n", "ordering waterbody subnetworks ...\n", "ordering waterbody subnetworks complete\n", - "... in 2.6226043701171875e-05 seconds.\n", + "... in 4.076957702636719e-05 seconds.\n", "setting waterbody initial states ...\n", "waterbody initial states complete\n", - "... in 0.01472020149230957 seconds.\n", + "... in 0.017312049865722656 seconds.\n", "setting channel initial states ...\n", "channel initial states complete\n", - "... in 0.01802229881286621 seconds.\n", + "... in 0.020360708236694336 seconds.\n", "creating qlateral array ...\n", "qlateral array complete\n", - "... in 6.217548370361328 seconds.\n" + "... in 8.384053230285645 seconds.\n" ] }, { @@ -1953,7 +1969,8 @@ "output_type": "stream", "text": [ "\n", - " 0%| | 0/1108 [00:00 ../../test/output/text/933020089.csv\n" ] }, @@ -2004,32 +2038,33 @@ "output_type": "stream", "text": [ "\n", - "100%|██████████| 1108/1108 [01:50<00:00, 6.16it/s]\u001b[A" + "\n", + "100%|██████████| 1108/1108 [00:32<00:00, 21.22it/s]\u001b[A\u001b[A" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "... complete in 111.59061074256897 seconds.\n" + "... complete in 34.94488573074341 seconds.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 1108/1108 [01:54<00:00, 9.68it/s]" + "100%|██████████| 1108/1108 [00:33<00:00, 32.95it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "max_courant: [25.36383247]\n", + "max_courant: [126.81378174]\n", "ordered reach computation complete\n", - "... in 114.50309348106384 seconds.\n", + "... in 33.65221977233887 seconds.\n", "program complete\n", - "... in 121.6840603351593 seconds.\n" + "... in 45.40995812416077 seconds.\n" ] }, { @@ -2043,59 +2078,59 @@ "name": "stdout", "output_type": "stream", "text": [ - " key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", - "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", - "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", - "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", - "... ... ... ... ... ... ... \n", - "11515 933020089 862500.0 45.736176 0.166097 7.014775 0.038648 \n", - "11516 933020089 862800.0 45.713943 0.166073 7.012973 0.038648 \n", - "11517 933020089 863100.0 45.691704 0.166049 7.011170 0.038648 \n", - "11518 933020089 863400.0 45.669464 0.166025 7.009367 0.038648 \n", - "11519 933020089 863700.0 45.647213 0.166001 7.007563 0.038648 \n", + " key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 300.0 0.004196 0.185566 0.009794 0.000035 \n", + "2 8777735 600.0 0.004195 0.185552 0.009793 0.000035 \n", + "3 8777735 900.0 0.004194 0.185539 0.009792 0.000035 \n", + "4 8777735 1200.0 0.004193 0.185527 0.009791 0.000035 \n", + "... ... ... ... ... ... ... \n", + "71995 8780751 862500.0 0.008629 0.134789 0.029799 0.000000 \n", + "71996 8780751 862800.0 0.008628 0.134782 0.029797 0.000000 \n", + "71997 8780751 863100.0 0.008627 0.134775 0.029794 0.000000 \n", + "71998 8780751 863400.0 0.008625 0.134767 0.029792 0.000000 \n", + "71999 8780751 863700.0 0.008624 0.134759 0.029789 0.000000 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", - "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", - "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", - "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", - "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", - "... ... ... ... ... ... \n", - "11515 4.484902e+05 22646.409497 0.163136 0.019553 0.250000 \n", - "11516 4.482369e+05 22658.003936 0.163103 0.019549 0.250000 \n", - "11517 4.479835e+05 22669.598374 0.163069 0.019545 0.250000 \n", - "11518 4.477300e+05 22681.192813 0.163036 0.019541 0.250000 \n", - "11519 4.474764e+05 22692.787251 0.163002 0.019537 0.250000 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -3.361492e-07 0.010456 0.307107 8.375633 0.498455 \n", + "1 -6.897608e-07 0.020913 0.307083 8.375002 0.498455 \n", + "2 -8.949428e-07 0.031369 0.307061 8.374394 0.498455 \n", + "3 -1.292210e-06 0.041826 0.307039 8.373803 0.498456 \n", + "4 -1.654553e-06 0.052282 0.307019 8.373238 0.498456 \n", + "... ... ... ... ... ... \n", + "71995 1.420508e+02 50.799377 0.220335 0.726379 0.492946 \n", + "71996 1.420508e+02 50.799377 0.220324 0.726342 0.492947 \n", + "71997 1.420507e+02 50.799377 0.220312 0.726303 0.492947 \n", + "71998 1.420506e+02 50.799377 0.220300 0.726264 0.492948 \n", + "71999 1.420505e+02 50.799377 0.220288 0.726223 0.492948 \n", "\n", - "[11520 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", - "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", - "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", - "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", - "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", - "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", - "... ... ... ... ... ... ... \n", - "57595 933020089 863700.0 45.402184 0.165735 6.987606 0.038648 \n", - "57596 933020089 863760.0 45.397728 0.165730 6.987244 0.038648 \n", - "57597 933020089 863820.0 45.393272 0.165725 6.986883 0.038648 \n", - "57598 933020089 863880.0 45.388817 0.165720 6.986520 0.038648 \n", - "57599 933020089 863940.0 45.384365 0.165715 6.986158 0.038648 \n", + "[72000 rows x 11 columns] key_index time flowval velval_list depthval qlatval \\\n", + "0 8777735 0.0 0.004196 0.185580 0.009796 0.000035 \n", + "1 8777735 60.0 0.004196 0.185576 0.009795 0.000035 \n", + "2 8777735 120.0 0.004196 0.185573 0.009795 0.000035 \n", + "3 8777735 180.0 0.004196 0.185570 0.009795 0.000035 \n", + "4 8777735 240.0 0.004196 0.185567 0.009794 0.000035 \n", + "... ... ... ... ... ... ... \n", + "359995 8780751 863700.0 0.008624 0.134758 0.029789 0.000000 \n", + "359996 8780751 863760.0 0.008624 0.134757 0.029788 0.000000 \n", + "359997 8780751 863820.0 0.008623 0.134755 0.029788 0.000000 \n", + "359998 8780751 863880.0 0.008623 0.134754 0.029787 0.000000 \n", + "359999 8780751 863940.0 0.008623 0.134752 0.029786 0.000000 \n", "\n", - " storageval qlatCumval kinCelerity courant X \n", - "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", - "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", - "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", - "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", - "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", - "... ... ... ... ... ... \n", - "57595 4.940444e+05 22683.511701 0.162632 0.003898 0.250000 \n", - "57596 4.939930e+05 22685.830588 0.162626 0.003898 0.250000 \n", - "57597 4.939416e+05 22688.149476 0.162619 0.003898 0.250000 \n", - "57598 4.938902e+05 22690.468364 0.162612 0.003898 0.250000 \n", - "57599 4.938388e+05 22692.787251 0.162605 0.003898 0.250000 \n", + " storageval qlatCumval kinCelerity courant X \n", + "0 -6.722985e-08 0.002091 0.307107 1.675127 0.498455 \n", + "1 -4.190952e-08 0.004183 0.307099 1.675087 0.498455 \n", + "2 -4.627509e-08 0.006274 0.307094 1.675061 0.498455 \n", + "3 -6.810296e-08 0.008365 0.307090 1.675035 0.498455 \n", + "4 -7.770723e-08 0.010456 0.307085 1.675010 0.498455 \n", + "... ... ... ... ... ... \n", + "359995 -1.558339e+01 50.799377 0.220286 0.145244 0.492948 \n", + "359996 -1.558343e+01 50.799377 0.220284 0.145242 0.492948 \n", + "359997 -1.558348e+01 50.799377 0.220281 0.145240 0.492948 \n", + "359998 -1.558353e+01 50.799377 0.220279 0.145239 0.492949 \n", + "359999 -1.558357e+01 50.799377 0.220276 0.145237 0.492949 \n", "\n", - "[57600 rows x 11 columns]\n" + "[360000 rows x 11 columns]\n" ] }, { @@ -2104,13 +2139,13 @@ "'temp-plot.html'" ] }, - "execution_count": 167, + "execution_count": 182, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "custom_input_file_list = [\"florence_933020089_dt300.yaml\",\"florence_933020089_dt60.yaml\"]\n", + "custom_input_file_list = [\"florence_933020089_dt60.yaml\",\"florence_933020089_dt300.yaml\"]\n", "from plotly.subplots import make_subplots\n", "df_indexed_300 = pd.DataFrame()\n", "df_indexed_60 = pd.DataFrame()\n", @@ -2705,11 +2740,11 @@ " zipped = list(zipped)\n", " res = sorted(zipped, key=lambda x: x[1], reverse=True)\n", " # A.sort(reverse=True)\n", - " res = (res)[:3]\n", + " res = (res)[:25]\n", " # print((res)[:25])\n", "\n", - " major_segments = [933020089]\n", - " for x, y in res[:3]:\n", + " major_segments = []\n", + " for x, y in res[:25]:\n", " major_segments.append(x)\n", " # major_segments\n", "\n", @@ -2858,7 +2893,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 183, "metadata": {}, "outputs": [], "source": [ @@ -2871,7 +2906,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 184, "metadata": {}, "outputs": [], "source": [ @@ -2880,7 +2915,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 185, "metadata": {}, "outputs": [], "source": [ @@ -2890,7 +2925,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 186, "metadata": {}, "outputs": [ { @@ -2899,7 +2934,7 @@ "25" ] }, - "execution_count": 62, + "execution_count": 186, "metadata": {}, "output_type": "execute_result" } @@ -2910,7 +2945,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 199, "metadata": {}, "outputs": [], "source": [ @@ -2918,47 +2953,47 @@ "courant_list = []\n", "flowval_list = []\n", "for i in major_segments:\n", - " length_list.append(df_lengths.loc[i]['lengths'][:1].values[0])\n", - " courant_list.append(df_lengths.loc[i]['courant'][:1].values[0])\n", - " flowval_list.append(df_lengths.loc[i]['flowval'][:1].values[0])" + " length_list.append(max(df_lengths.loc[i]['lengths'][:single_seg_length_300]))\n", + " courant_list.append(max(df_lengths.loc[i]['courant'][:single_seg_length_300]))\n", + " flowval_list.append(max(df_lengths.loc[i]['flowval'][:single_seg_length_300]))" ] }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 200, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[12.227744102478027,\n", - " 8.375633239746094,\n", - " 1.4919893741607666,\n", - " 3.5384578704833984,\n", - " 2.722485065460205,\n", - " 4.67125129699707,\n", - " 1.958962321281433,\n", - " 1.6834832429885864,\n", - " 4.80889892578125,\n", - " 1.0520790815353394,\n", - " 0.5376074314117432,\n", - " 0.49882617592811584,\n", - " 0.17622336745262146,\n", - " 2.33585524559021,\n", - " 0.43409964442253113,\n", - " 1.903039813041687,\n", - " 0.3100087344646454,\n", - " 0.4152270555496216,\n", - " 1.5580898523330688,\n", - " 0.3247401714324951,\n", - " 0.6226049661636353,\n", - " 0.6581174731254578,\n", - " 0.735342800617218,\n", - " 0.35107898712158203,\n", - " 0.2029656171798706]" + "[126.81378173828125,\n", + " 73.86154174804688,\n", + " 47.82014846801758,\n", + " 41.540863037109375,\n", + " 36.24374771118164,\n", + " 23.67105484008789,\n", + " 17.922224044799805,\n", + " 13.929777145385742,\n", + " 12.283413887023926,\n", + " 10.532113075256348,\n", + " 9.097070693969727,\n", + " 8.125431060791016,\n", + " 8.072996139526367,\n", + " 7.252985954284668,\n", + " 6.937002658843994,\n", + " 6.692083358764648,\n", + " 6.539554119110107,\n", + " 6.3316121101379395,\n", + " 5.747074604034424,\n", + " 5.367031574249268,\n", + " 5.337118625640869,\n", + " 5.220866680145264,\n", + " 5.2163591384887695,\n", + " 4.962591648101807,\n", + " 4.876999855041504]" ] }, - "execution_count": 64, + "execution_count": 200, "metadata": {}, "output_type": "execute_result" } @@ -2969,7 +3004,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 201, "metadata": {}, "outputs": [ { @@ -2989,7 +3024,7 @@ "Name: key_index, Length: 360000, dtype: int64" ] }, - "execution_count": 93, + "execution_count": 201, "metadata": {}, "output_type": "execute_result" } @@ -3000,7 +3035,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 202, "metadata": {}, "outputs": [], "source": [ @@ -3010,7 +3045,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 208, "metadata": {}, "outputs": [], "source": [ @@ -3018,43 +3053,43 @@ "a = major_segments\n", "c = courant_list\n", "d = flowval_list\n", - "res = \"\\n\".join(\"{} {} {} {}\".format(w , x , y , z ) for w, x, y, z in sorted(zip(c, d, b, a),reverse=True))" + "res = \"\\n\".join(\"{} {} {} {}\".format(w , x , y , z ) for w, x, y, z in sorted(zip(b, d, c, a),reverse=False))" ] }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 209, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "12.227744102478027 0.004060585051774979 10.0 933020027\n", - "8.375633239746094 0.0041962782852351665 11.0 8777735\n", - "4.80889892578125 6.211640357971191 5.0 933020058\n", - "4.67125129699707 0.005805434659123421 17.0 933020061\n", - "3.5384578704833984 2.412903308868408 5.0 8778581\n", - "2.722485065460205 0.0026232698000967503 17.0 933020059\n", - "2.33585524559021 0.6656259894371033 114.0 8778021\n", - "1.958962321281433 0.008839867077767849 54.0 8780597\n", - "1.903039813041687 1.610382318496704 166.0 8777867\n", - "1.6834832429885864 0.0018756598001345992 28.0 933020020\n", - "1.5580898523330688 1.6185015439987183 177.0 8777861\n", - "1.4919893741607666 6.569494416908128e-06 11.0 933020017\n", - "1.0520790815353394 0.009235578589141369 57.0 933020023\n", - "0.735342800617218 0.0011249413946643472 46.0 933020050\n", - "0.6581174731254578 0.14307114481925964 23.0 8779003\n", - "0.6226049661636353 0.05031493678689003 152.0 8780607\n", - "0.5376074314117432 0.00017483932606410235 42.0 8777485\n", - "0.49882617592811584 0.006104861386120319 14.0 933020036\n", - "0.43409964442253113 0.007608350366353989 164.0 8777339\n", - "0.4152270555496216 0.0002334142627660185 75.0 8780495\n", - "0.35107898712158203 0.0015799697721377015 91.0 8780751\n", - "0.3247401714324951 0.0027858661487698555 145.0 8777481\n", - "0.3100087344646454 6.194291199790314e-05 54.0 8777477\n", - "0.2029656171798706 0.00011678047303576022 172.0 8778947\n", - "0.17622336745262146 5.3605999710271135e-05 126.0 8778795\n" + "5.0 56.463199615478516 12.283413887023926 933020058\n", + "5.0 518.8282470703125 41.540863037109375 8778581\n", + "10.0 15.180281639099121 126.81378173828125 933020027\n", + "11.0 0.13794074952602386 47.82014846801758 933020017\n", + "11.0 8.245078086853027 73.86154174804688 8777735\n", + "14.0 15.526399612426758 8.125431060791016 933020036\n", + "17.0 0.5986793637275696 23.67105484008789 933020061\n", + "17.0 20.703197479248047 36.24374771118164 933020059\n", + "23.0 105.91104888916016 5.2163591384887695 8779003\n", + "28.0 1.60250723361969 13.929777145385742 933020020\n", + "42.0 0.5486629605293274 9.097070693969727 8777485\n", + "46.0 1.887703776359558 5.220866680145264 933020050\n", + "54.0 0.33712542057037354 6.692083358764648 8777477\n", + "54.0 27.456575393676758 17.922224044799805 8780597\n", + "57.0 28.86312484741211 10.532113075256348 933020023\n", + "75.0 0.2937638759613037 6.539554119110107 8780495\n", + "91.0 12.485885620117188 4.962591648101807 8780751\n", + "114.0 113.275390625 7.252985954284668 8778021\n", + "126.0 1.8319164514541626 8.072996139526367 8778795\n", + "145.0 41.112030029296875 5.747074604034424 8777481\n", + "152.0 119.80558013916016 5.367031574249268 8780607\n", + "164.0 91.60624694824219 6.937002658843994 8777339\n", + "166.0 363.17681884765625 6.3316121101379395 8777867\n", + "172.0 0.45590826869010925 4.876999855041504 8778947\n", + "177.0 377.08563232421875 5.337118625640869 8777861\n" ] } ], @@ -3064,7 +3099,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 205, "metadata": {}, "outputs": [ { @@ -3073,7 +3108,7 @@ "'temp-plot.html'" ] }, - "execution_count": 82, + "execution_count": 205, "metadata": {}, "output_type": "execute_result" }