| .. 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. |
| |
| Manifest Cache |
| ============== |
| |
| Overview |
| -------- |
| |
| Paimon C++ caches raw manifest file bytes at the ``ObjectsFile<T>::Read()`` |
| layer. The cache uses the public ``Cache`` abstraction and is enabled through |
| ``ScanContextBuilder::WithCache()``. The cache covers data manifests, manifest |
| lists, and index manifests because they all read through ``ObjectsFile<T>``. |
| |
| For repeated ``get``, ``scan``, or batch ``get/scan -f`` requests in the same |
| process, the same snapshot often reads the same manifest files repeatedly. On a |
| cache hit, the read path skips remote filesystem ``open/read``, builds an |
| in-memory input stream from cached bytes, and still runs the format reader, |
| Arrow decoding, and object deserialization. This design primarily reduces |
| remote IO latency and bandwidth while keeping cache weight aligned with the |
| actual cached bytes. |
| |
| Configuration |
| ------------- |
| |
| Manifest caching is disabled by default. Embedding applications that need it can |
| provide a custom ``Cache`` implementation and inject it through ``WithCache``. |
| Manifest reads create cache keys with ``CacheKind::MANIFEST`` internally, so |
| callers do not need to pass the cache kind through scan or read contexts. The |
| same cache instance can be reused across multiple scan or read contexts when |
| process-local sharing is desired. |
| |
| Example: |
| |
| .. code-block:: cpp |
| |
| class RoutingCache : public paimon::Cache { |
| public: |
| RoutingCache(std::shared_ptr<paimon::Cache> default_cache, |
| std::shared_ptr<paimon::Cache> manifest_cache) |
| : default_cache_(std::move(default_cache)), |
| manifest_cache_(std::move(manifest_cache)) {} |
| |
| paimon::Result<std::shared_ptr<paimon::CacheValue>> Get( |
| const std::shared_ptr<paimon::CacheKey>& key, |
| std::function<paimon::Result<std::shared_ptr<paimon::CacheValue>>( |
| const std::shared_ptr<paimon::CacheKey>&)> supplier) override { |
| return Select(key)->Get(key, std::move(supplier)); |
| } |
| |
| // Put(), Invalidate(), InvalidateAll(), and Size() route in the same way. |
| |
| private: |
| std::shared_ptr<paimon::Cache> Select( |
| const std::shared_ptr<paimon::CacheKey>& key) const { |
| return key && key->GetKind() == paimon::CacheKind::MANIFEST |
| ? manifest_cache_ |
| : default_cache_; |
| } |
| |
| std::shared_ptr<paimon::Cache> default_cache_; |
| std::shared_ptr<paimon::Cache> manifest_cache_; |
| }; |
| |
| auto cache = std::make_shared<RoutingCache>( |
| std::make_shared<MyDefaultCache>(), |
| std::make_shared<MyManifestCache>()); |
| |
| paimon::ScanContextBuilder scan_builder(table_path); |
| scan_builder.WithCache(cache); |
| |
| Passing ``nullptr`` or omitting ``ScanContextBuilder::WithCache()`` leaves |
| manifest caching disabled. |
| |
| Future Optimizations |
| -------------------- |
| |
| - Add hit, miss, bypass, and eviction metrics to read trace or metrics. |
| - Add single-flight loading for high-concurrency misses on the same manifest |
| path. |
| - Evaluate a decoded-records second-level cache, configurable as a |
| CPU-vs-memory tradeoff. |