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feat: support parquet lru reader (#215)
* feat: support parquet lru reader * refactor: use parquet lru reader as trait object * rename
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[package] | ||
description = "Implement LRU cache reader for parquet::arrow::async_reader::AsyncFileReader." | ||
documentation = "https://docs.rs/parquet-lru" | ||
edition = "2021" | ||
license = "Apache-2.0" | ||
name = "parquet-lru" | ||
version = "0.2.0" | ||
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[package.metadata.docs.rs] | ||
all-features = true | ||
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[features] | ||
default = [] | ||
foyer = ["dep:foyer", "dep:serde"] | ||
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[dependencies] | ||
bytes = { version = "1.8.0", features = ["serde"] } | ||
foyer = { version = "0.12.2", optional = true } | ||
futures-core = "0.3.31" | ||
futures-util = "0.3.31" | ||
parquet = { version = "53.2.0", features = ["async"] } | ||
serde = { version = "1.0.214", optional = true } |
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use std::{ops::Range, sync::Arc}; | ||
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use bytes::Bytes; | ||
use futures_core::future::BoxFuture; | ||
use parquet::{ | ||
arrow::async_reader::AsyncFileReader, errors::Result, file::metadata::ParquetMetaData, | ||
}; | ||
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use crate::LruCache; | ||
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pub struct BoxedFileReader { | ||
inner: Box<dyn AsyncFileReader>, | ||
} | ||
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impl BoxedFileReader { | ||
pub fn new<T: AsyncFileReader + 'static>(inner: T) -> Self { | ||
Self { | ||
inner: Box::new(inner), | ||
} | ||
} | ||
} | ||
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impl AsyncFileReader for BoxedFileReader { | ||
fn get_bytes(&mut self, range: Range<usize>) -> BoxFuture<'_, Result<Bytes>> { | ||
self.inner.get_bytes(range) | ||
} | ||
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fn get_metadata(&mut self) -> BoxFuture<'_, Result<Arc<ParquetMetaData>>> { | ||
self.inner.get_metadata() | ||
} | ||
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fn get_byte_ranges(&mut self, ranges: Vec<Range<usize>>) -> BoxFuture<'_, Result<Vec<Bytes>>> { | ||
self.inner.get_byte_ranges(ranges) | ||
} | ||
} | ||
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pub trait DynLruCache<K> { | ||
fn get_reader(&self, key: K, reader: BoxedFileReader) -> BoxFuture<'_, BoxedFileReader>; | ||
} | ||
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impl<K, C> DynLruCache<K> for C | ||
where | ||
K: 'static + Send, | ||
C: LruCache<K> + Sized + Send + Sync, | ||
{ | ||
fn get_reader(&self, key: K, reader: BoxedFileReader) -> BoxFuture<'_, BoxedFileReader> { | ||
Box::pin(async move { BoxedFileReader::new(self.get_reader(key, reader).await) }) | ||
} | ||
} |
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use std::{hash::Hash, ops::Range, sync::Arc}; | ||
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use bytes::Bytes; | ||
use futures_core::future::BoxFuture; | ||
use futures_util::FutureExt; | ||
use parquet::{ | ||
arrow::async_reader::AsyncFileReader, | ||
errors::{ParquetError, Result}, | ||
file::metadata::ParquetMetaData, | ||
}; | ||
use serde::{Deserialize, Serialize}; | ||
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use crate::LruCache; | ||
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#[derive(Clone)] | ||
pub struct FoyerCache<K> | ||
where | ||
for<'a> K: Send + Sync + Hash + Eq + Serialize + Deserialize<'a> + 'static, | ||
{ | ||
inner: Arc<FoyerCacheInner<K>>, | ||
} | ||
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pub struct FoyerCacheInner<K> | ||
where | ||
for<'a> K: Send + Sync + Hash + Eq + Serialize + Deserialize<'a> + 'static, | ||
{ | ||
meta: foyer::Cache<K, Arc<ParquetMetaData>>, | ||
data: foyer::HybridCache<(K, Range<usize>), Bytes>, | ||
} | ||
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impl<K> LruCache<K> for FoyerCache<K> | ||
where | ||
for<'a> K: Send + Sync + Hash + Eq + Serialize + Deserialize<'a> + Clone + 'static, | ||
{ | ||
type LruReader<R> | ||
= FoyerReader<K, R> | ||
where | ||
R: AsyncFileReader + 'static; | ||
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async fn get_reader<R>(&self, key: K, reader: R) -> FoyerReader<K, R> | ||
where | ||
R: AsyncFileReader, | ||
{ | ||
FoyerReader::new(self.clone(), key, reader) | ||
} | ||
} | ||
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pub struct FoyerReader<K, R> | ||
where | ||
for<'a> K: Send + Sync + Hash + Eq + Serialize + Deserialize<'a> + 'static, | ||
{ | ||
cache: FoyerCache<K>, | ||
key: K, | ||
reader: R, | ||
} | ||
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impl<K, R> FoyerReader<K, R> | ||
where | ||
for<'a> K: Send + Sync + Hash + Eq + Serialize + Deserialize<'a> + 'static, | ||
R: AsyncFileReader, | ||
{ | ||
fn new(cache: FoyerCache<K>, key: K, reader: R) -> Self { | ||
Self { cache, key, reader } | ||
} | ||
} | ||
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impl<K, R> AsyncFileReader for FoyerReader<K, R> | ||
where | ||
for<'a> K: Send + Sync + Hash + Eq + Serialize + Deserialize<'a> + Clone + 'static, | ||
R: AsyncFileReader, | ||
{ | ||
fn get_bytes(&mut self, range: Range<usize>) -> BoxFuture<'_, Result<Bytes>> { | ||
async move { | ||
if let Some(data) = self | ||
.cache | ||
.inner | ||
.data | ||
.get(&(self.key.clone(), range.clone())) | ||
.await | ||
.map_err(|e| ParquetError::External(e.into()))? | ||
{ | ||
Ok(data.value().clone()) | ||
} else { | ||
let data = self.reader.get_bytes(range.clone()).await?; | ||
self.cache | ||
.inner | ||
.data | ||
.insert((self.key.clone(), range), data.clone()); | ||
Ok(data) | ||
} | ||
} | ||
.boxed() | ||
} | ||
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fn get_metadata(&mut self) -> BoxFuture<'_, Result<Arc<ParquetMetaData>>> { | ||
async move { | ||
if let Some(meta) = self.cache.inner.meta.get(&self.key) { | ||
Ok(meta.value().clone()) | ||
} else { | ||
let meta = self.reader.get_metadata().await?; | ||
self.cache.inner.meta.insert(self.key.clone(), meta.clone()); | ||
Ok(meta) | ||
} | ||
} | ||
.boxed() | ||
} | ||
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fn get_byte_ranges(&mut self, ranges: Vec<Range<usize>>) -> BoxFuture<'_, Result<Vec<Bytes>>> { | ||
async move { | ||
let mut missed = Vec::with_capacity(ranges.len()); | ||
let mut results = Vec::with_capacity(ranges.len()); | ||
for (id, range) in ranges.iter().enumerate() { | ||
if let Some(data) = self | ||
.cache | ||
.inner | ||
.data | ||
.get(&(self.key.clone(), range.clone())) | ||
.await | ||
.map_err(|e| ParquetError::External(e.into()))? | ||
{ | ||
results.push((id, data.value().clone())); | ||
} else { | ||
missed.push((id, range)); | ||
} | ||
} | ||
if !missed.is_empty() { | ||
let data = self | ||
.reader | ||
.get_byte_ranges(missed.iter().map(|&(_, r)| r.clone()).collect()) | ||
.await?; | ||
for (id, range) in missed { | ||
let data = data[id].clone(); | ||
self.cache | ||
.inner | ||
.data | ||
.insert((self.key.clone(), range.clone()), data.clone()); | ||
results.push((id, data)); | ||
} | ||
} | ||
results.sort_by_key(|(id, _)| *id); | ||
Ok(results.into_iter().map(|(_, data)| data).collect()) | ||
} | ||
.boxed() | ||
} | ||
} |
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mod r#dyn; | ||
#[cfg(feature = "foyer")] | ||
pub mod foyer; | ||
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use std::{future::Future, marker::PhantomData}; | ||
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use parquet::arrow::async_reader::AsyncFileReader; | ||
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pub use crate::r#dyn::*; | ||
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pub trait LruCache<K> | ||
where | ||
K: 'static, | ||
{ | ||
type LruReader<R>: AsyncFileReader + 'static | ||
where | ||
R: AsyncFileReader + 'static; | ||
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fn get_reader<R>(&self, key: K, reader: R) -> impl Future<Output = Self::LruReader<R>> + Send | ||
where | ||
R: AsyncFileReader + 'static; | ||
} | ||
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#[derive(Default)] | ||
pub struct NoCache<K> { | ||
_phantom: PhantomData<K>, | ||
} | ||
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impl<K> Clone for NoCache<K> { | ||
fn clone(&self) -> Self { | ||
Self { | ||
_phantom: PhantomData, | ||
} | ||
} | ||
} | ||
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unsafe impl<K> Send for NoCache<K> {} | ||
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unsafe impl<K> Sync for NoCache<K> {} | ||
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impl<K> LruCache<K> for NoCache<K> | ||
where | ||
K: 'static, | ||
{ | ||
type LruReader<R> | ||
= R | ||
where | ||
R: AsyncFileReader + 'static; | ||
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#[allow(clippy::manual_async_fn)] | ||
fn get_reader<R>(&self, _key: K, reader: R) -> impl Future<Output = R> + Send | ||
where | ||
R: AsyncFileReader, | ||
{ | ||
async move { reader } | ||
} | ||
} |
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