gws_core is a Constellab library (called bricks) developped by Gencovery. GWS stands for Gencovery Web Services.
✨ Gencovery is a software company that offers Constellab, the leading open and secure digital infrastructure designed to consolidate data and unlock its full potential in the life sciences industry. Gencovery's mission is to provide universal access to data to enhance people's health and well-being.
🌍 With our Fair Open Access offer, you can use Constellab for free. Sign up here. Find more information about the Open Access offer here (link to be defined).
This repository is the core library for Constellab data lab. It provides the achitecture and API for the data lab. It also provides all the feature to develop new bricks.
📋 Here is the list of the main features:
- Running the data lab's API.
- Setting up the data lab's architecture.
- Managing pipelines and data.
- Providing classes for data and database manipulation.
It also include standard Resources (like Table, File, Folder, PlotlyResource, Note resource...) and Tasks (for manipulating theses resources). You can find the list of theses Resources and Tasks in the gws_core documentation.
📄 For gws_core brick documentation, click here
💫 For Constellab application documentation, click here
The best way to install a brick is through the Constellab platform. With our Fair Open Access offer, you get a free cloud data lab where you can install bricks directly. Sign up here
Learn about the data lab here : Overview and Data lab management
This section is for users who want to install the brick manually. It can also be used to install the brick manually in the Constellab Codelab.
We recommend installing using Ubuntu 22.04 with python 3.10.
Required packages are listed in the settings.json file, for now the packages must be installed manually.
pip install openpyxl==3.1.4 awesome-slugify==1.6.5 fastapi==0.111.0 pydantic==2.7.4 peewee==3.17.5 psutil==5.9.8 pyjwt==2.8.0 pymysql==1.1.1 python-multipart==0.0.9 starlette-context==0.3.6 uvicorn==0.30.1 charset-normalizer==2.1.1 dill==0.3.8 numpy==1.26.4 pandas==2.2.2 matplotlib==3.9.0 scipy==1.13.1 scikit-learn==1.5.0 openai==1.34.0 typing_extensions==4.12.2 boto3==1.34.127 "boto3-stubs[s3]==1.34.127" plotly==5.22.0 simplejson==3.19.2 xmltodict==0.13.0 streamlit==1.36.0 beautifulsoup4==4.12.3 grpcio==1.64.1gws server run🕵️ To run a given unit test
gws server test [TEST_FILE_NAME]Replace [TEST_FILE_NAME] with the name of the test file (without .py) in the tests folder. Execute this command in the folder of the brick.
🕵️ To run the whole test suite, use the following command:
gws server test all📌 VSCode users can use the predefined run configuration in .vscode/launch.json.
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🚩 Feel free to open an issue if you have any question or suggestion.
☎️ If you have any questions or suggestions, please feel free to contact us through our website: Constellab.
gws_core is completely free and open-source and licensed under the GNU General Public License v3.0.
This brick is maintained with ❤️ by Gencovery.
