THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
...
Focus: Spark, Flink (for NB Concurrency Control)
- In progress/on track - blocked - In progress/slipping - Not started
- (Vinoth) Identify & land all critical outstanding PRs (that solve critical issues, take us forward in our 1.0 path)
- (Vinoth) to identify. https://github.com/apache/hudi/pulls?q=is%3Apr+is%3Aopen+label%3Arelease-1.0.0
- (Vinoth) Land all relevant prs
- (Sagar) Move
master
to 1.0.0
- (Sagar & Vinoth & Danny) Land storage format 1.0
- (Vinoth) Put up a 1.0 tech specs doc
- (Vinoth) Scope this epic tight.
- (Sagar) Make all the agreed upon format changes described here. https://issues.apache.org/jira/browse/HUDI-6242
- (Sagar) Standardization of serialization - log blocks, timeline meta files.
- (Sagar) Change Timeline/FileSystemView to support snapshot, incremental, CDC, time-travel queries correctly.
- (Danny) Introduce TrueTime API or equivalent, to explain the foundations more clearly. (reuse HUDI-3057)
- (Sagar) Changes to make multiple base file formats within each file group.
- (Sagar) No Java classes show up in table properties. HUDI-5761
- (Danny) Introduce transition time into the active timeline
Jira server ASF JIRA serverId 5aa69414-a9e9-3523-82ec-879b028fb15b key HUDI-1623 - (Danny) Land LSM Timeline in well-tested, performant shape (HUDI-309, HUDI-6626, HUDI-6698)
- Design:
- (Sagar) Multi-table transactions? (
)Jira server ASF JIRA serverId 5aa69414-a9e9-3523-82ec-879b028fb15b key HUDI-6709 - (Lin) Keys: UUIDs vs. what we do today.
Jira server ASF JIRA serverId 5aa69414-a9e9-3523-82ec-879b028fb15b key HUDI-6701 - (Vinoth) OCC/Time-Travel Read (+Write)
Jira server ASF JIRA serverId 5aa69414-a9e9-3523-82ec-879b028fb15b key HUDI-4677 - (Danny) Time-Travel read on NB CC & finalize NB CC design
- (Danny) TrueTime API implementation for Hudi (wait based, or filesystem/stateless based)
- (Vinoth/Shawn) Cloud native storage layout design (Udit's RFC-60)
- (Ethan???) Logical Sagar) Logical partitioning/Index Functions API (Java, Native) and its integration into Spark/Presto/Trino. (HUDI-512)
- (Sagar + ???) Schema ) Schema Evolution and version tracking in MT.
- (Sagar) Multi-table transactions? (
- Implementation
- (Lin) Finalize RFC-46/RecordMerger API, cross-platform support, only invoked for
hoodie.merge.mode=custom
? (complete HUDI-3217) - (Ethan) Implement MoR snapshot query (positional/key based updates, deletes), partial updates, custom merges on new File Format code path.
- (Lin) Implement a uniform way to fetch incremental data files based on new timeline (https://issues.apache.org/jira/browse/HUDI-2750)
- (Ethan) Implement writers for positional updates, deletes, partial updates, ordering field based merging.
- (Ethan) Implement engine agnostic FileGroup Read APIs across Spark/Hive
- (Vinoth) Implement DataFrame based write path; Take HoodieData abstraction to completion and end-end row writing for Spark? All write operations work with rows end-end (HUDI-4857)
- (Sagar) Async indexer is in final shape (complete HUDI-2488)
- (Sagar) Secondary indexes (Bloom, RLI, VectorIndex, ..) on Spark read/write path. (HUDI-3907, HUDI-4128)
- (Sagar) Existing Optimistic Concurrency Control is in final shape (complete HUDI-1456)
- (Lin) Land Land Parquet keyed lookup code (???)
- (Danny) Flink/Non-blocking CC (HUDI-6640, HUDI-6495 )
- <what are some other code refactoring.. to burn down?> (, HUDI-2261, HUDI-6243, HUDI-3614, HUDI-4444, HUDI-4756)
- (Lin) Finalize RFC-46/RecordMerger API, cross-platform support, only invoked for
- (Sagar) Open/Risk Items:
-
(Ethan/Danny)
_hoodie_operation
metafield. Spark/Flink interop. - (Vinoth) Are we happy with DT <> MT sync mechanism? does this need to be revisited? (HUDI-2461 + other issues with Flink OCC)
- (VinothEthan) Are we happy with how log compaction is implemented? (https://issues.apache.org/jira/browse/HUDI-3580)
- (Vinoth) Should we retain virtual keys support? https://issues.apache.org/jira/browse/HUDI-2235
-
...
- APIs: (https://issues.apache.org/jira/browse/HUDI-4141)
- FileGroup APIs in Java
- Rust/C++ APIs for Timeline, Metadata, FileGroup Read/Write (https://issues.apache.org/jira/browse/HUDI-6486)
- Internal APIs/Abstractions/Code Refactoring (https://issues.apache.org/jira/browse/HUDI-6243)
- HUDI-43
- HoodieSchema ? https://issues.apache.org/jira/browse/HUDI-6499
- Design
- (Vinoth) General purpose, global timeline (no active vs archived distinction) (HUDI-309)
- (Vinoth) Non-blocking concurrency control/clustering + updates, inserts + inserts for Spark + Flink.
- (Vinoth) Spark SQL statements to complete DB vision. (vinoth has a list. ???)
- (Vinoth) Lance file format + storing blobs/images.(Needs an epic)
- Implementation
- Multi-table transaction
- Secondary indexes (Bloom, RLI, VectorIndex, ..) on Spark read/write path. (HUDI-3907, HUDI-4128)MT/RLI on Parquet base files
- Minimize configs and cleanup defaults (https://issues.apache.org/jira/browse/HUDI-1239)
- Meta Sync to Glue/HMS with reduced storage/API overhead (HUDI-2519, HUDI-5108, HUDI-6488), seamless inc query, cdc query, ro/rt experience
- Broader Performance improvements (HUDI-3249)Encoding updates as deletes + inserts. (HUDI-6490)
- SQL experience for timeline, metadata. (HUDI-6498)
- [???] Parquet Rewriting at Page Level for Spark Rows (Writer perf) (HUDI-4790)
- Introduce HudiStorage APIs to abstract out Hadoop FileSystem. (HUDI-6497)
- MT integration across Presto, Trino (HUDI-4552, HUDI-4394)
- Presto : Snapshot, Incremental, Time Travel, CDC queries (on MT) (https://issues.apache.org/jira/browse/HUDI-3210)
- Trino: (repeat above https://issues.apache.org/jira/browse/HUDI-2687)
Packaging Phase (Nov 1- Nov 15)(Marked 1.1.0 for now)
...
- Unstructured Hudi table.
- Implement Non blocking CC for Spark...
- Encoding updates as deletes + inserts. (HUDI-6490)
- Native HFile reader/writer in Hudi. (VC: This was punted since we'd default to Parquet based MDT)
- Streaming Performance: optimize the current upsert DAG on MetadataIndex (hybrid of RLI, Bloom Index, ....)
- Column family use-case (sparse rows on wide tables??)
- Cool new indexes
- Spatial Index
- Search/Lucene Index
- Bitmap Index,
- Hive Storage Handler
- MT integration across Presto, Trino (HUDI-4552, HUDI-4394)
- Presto : Snapshot, Incremental, Time Travel, CDC queries (on MT) (https://issues.apache.org/jira/browse/HUDI-3210)
- Trino: (repeat above https://issues.apache.org/jira/browse/HUDI-2687)
- Demos
- Killer dbt demo (https://issues.apache.org/jira/browse/HUDI-6586)
- Dev Hygiene
- Tests