beam
https://github.com/apache/beam
Java
Apache Beam is a unified programming model for Batch and Streaming data processing.
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- Issues
- BQ source split for large loads
- Setup tpcds benchmark for dataflow runner v2
- Type inference works incorrectly with tuple slices
- TypeDescriptor information gets lost when applying multiple DoFn on Composite Transform
- DataFrame API: Consider adding support for sparse data
- DataFrame API: Add distributed implementation of Series.value_counts(bins)
- PubsubLiteIO.read() fails in DataflowRunner v1 due to lack of BundleFinalizer support
- Beam Schema RowCoder can't roundtrip DateTime
- Apache Beam Kafka Source Connector Idle Partition Issue with “CustomTimeStampPolicyWithLimitedDelay”
- DataFrame API: Integrate pandas windowing with Beam event-time semantics
- Docs
- Java not yet supported