datafusion_execution/cache/cache_manager.rs
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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.
use crate::cache::CacheAccessor;
use datafusion_common::{Result, Statistics};
use object_store::path::Path;
use object_store::ObjectMeta;
use std::fmt::{Debug, Formatter};
use std::sync::Arc;
/// The cache of listing files statistics.
/// if set [`CacheManagerConfig::with_files_statistics_cache`]
/// Will avoid infer same file statistics repeatedly during the session lifetime,
/// this cache will store in [`crate::runtime_env::RuntimeEnv`].
pub type FileStatisticsCache =
Arc<dyn CacheAccessor<Path, Arc<Statistics>, Extra = ObjectMeta>>;
pub type ListFilesCache =
Arc<dyn CacheAccessor<Path, Arc<Vec<ObjectMeta>>, Extra = ObjectMeta>>;
impl Debug for dyn CacheAccessor<Path, Arc<Statistics>, Extra = ObjectMeta> {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
write!(f, "Cache name: {} with length: {}", self.name(), self.len())
}
}
impl Debug for dyn CacheAccessor<Path, Arc<Vec<ObjectMeta>>, Extra = ObjectMeta> {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
write!(f, "Cache name: {} with length: {}", self.name(), self.len())
}
}
#[derive(Default, Debug)]
pub struct CacheManager {
file_statistic_cache: Option<FileStatisticsCache>,
list_files_cache: Option<ListFilesCache>,
}
impl CacheManager {
pub fn try_new(config: &CacheManagerConfig) -> Result<Arc<Self>> {
let mut manager = CacheManager::default();
if let Some(cc) = &config.table_files_statistics_cache {
manager.file_statistic_cache = Some(Arc::clone(cc))
}
if let Some(lc) = &config.list_files_cache {
manager.list_files_cache = Some(Arc::clone(lc))
}
Ok(Arc::new(manager))
}
/// Get the cache of listing files statistics.
pub fn get_file_statistic_cache(&self) -> Option<FileStatisticsCache> {
self.file_statistic_cache.clone()
}
/// Get the cache of objectMeta under same path.
pub fn get_list_files_cache(&self) -> Option<ListFilesCache> {
self.list_files_cache.clone()
}
}
#[derive(Clone, Default)]
pub struct CacheManagerConfig {
/// Enable cache of files statistics when listing files.
/// Avoid get same file statistics repeatedly in same datafusion session.
/// Default is disable. Fow now only supports Parquet files.
pub table_files_statistics_cache: Option<FileStatisticsCache>,
/// Enable cache of file metadata when listing files.
/// This setting avoids listing file meta of the same path repeatedly
/// in same session, which may be expensive in certain situations (e.g. remote object storage).
/// Note that if this option is enabled, DataFusion will not see any updates to the underlying
/// location.
/// Default is disable.
pub list_files_cache: Option<ListFilesCache>,
}
impl CacheManagerConfig {
pub fn with_files_statistics_cache(
mut self,
cache: Option<FileStatisticsCache>,
) -> Self {
self.table_files_statistics_cache = cache;
self
}
pub fn with_list_files_cache(mut self, cache: Option<ListFilesCache>) -> Self {
self.list_files_cache = cache;
self
}
}