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feat: serialize/deserialize custom coders #25
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…ache#26153) * add parallel number to gradle.properties * remove unused config, attempt to configure higher parallelism for kafka tests * Create generic task to represent Integration tests. Then, create sub-projects to enable running tests in parallel * extend test timeout to reduce flakyness * add comment for running locally * run spotless * factor kafka integration tests up a level
* Add output cells to notebook * Edit out personal details * valid json * No outputs for markdown * Remove most of dependency output * Remove more non-useful output * Remove more non-useful output
* Add outputs to notebook * Dummy outputs * Comma
* Add outputs to custom inference notebook * commas * Add dummy outputs to tfma notebook
… GroupIntoBatches tests, fixes apache#25675. (apache#26207)
…pache#26282) * Disable codecov for precommits * Download codecov * download curl instead of pip
* Adds a reference to new Java RunInference example * Update website/www/site/content/en/documentation/sdks/python-machine-learning.md Co-authored-by: Danny McCormick <dannymccormick@google.com> --------- Co-authored-by: Danny McCormick <dannymccormick@google.com>
* DLQ support in RunInference * Doc example * Comment * CHANGES.md
… file writes. AsList is backed by a multi-map in an attempt to provide proper indexing semantics, but this can be significantly more expensive for small pipelines (especially as it may require fixed sharding and prevent fusion).
…pache#26156) Co-authored-by: tvalentyn <tvalentyn@users.noreply.github.com>
- Reduces the use of Box, in particular each input element no longer must be boxed. - Removes one use of unsafe. - Reduce use and Any, and hide it behind newtypes. - Introduce pattern to distinguish between pipeline generation time with generic types and pipeline run time with dynamic dispatch.
…r for AWS IOs (resolves apache#26097) (apache#26098)
…list side inputs in file writes.
* Set an auth key in multi_process_shared.py * Format * Lint * remove todo, handled in apache#26202 (avoid conflicts) * Lint
…Unique Keys cases. Flush all key-values if map size reach to 12K entries + keep using LRU cache Micro BenchMark Result: 5x to 6x improvement for uniqueKeys PrecombineGroupingTableBenchmark, Minor impact on other End To End WordCount Pipeline: Approx 25% improvement Before Benchmark (distribution) (globallyWindowed) Mode Cnt Score Error Units PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniform true thrpt 15 52.584 ± 5.631 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniform false thrpt 15 48.427 ± 4.090 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine normal true thrpt 15 36.470 ± 3.498 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine normal false thrpt 15 35.610 ± 0.940 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine hotKey true thrpt 15 55.111 ± 2.996 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine hotKey false thrpt 15 49.423 ± 2.859 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniqueKeys true thrpt 15 5.319 ± 0.655 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniqueKeys false thrpt 15 5.094 ± 0.337 ops/s After Benchmark (distribution) (globallyWindowed) Mode Cnt Score Error Units PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniform true thrpt 15 52.442 ± 1.937 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniform false thrpt 15 44.824 ± 3.504 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine normal true thrpt 15 33.719 ± 2.688 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine normal false thrpt 15 30.081 ± 1.278 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine hotKey true thrpt 15 51.839 ± 3.127 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine hotKey false thrpt 15 46.264 ± 1.691 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniqueKeys true thrpt 15 32.422 ± 1.269 ops/s PrecombineGroupingTableBenchmark.sumIntegerBinaryCombine uniqueKeys false thrpt 15 29.210 ± 1.757 ops/s
Bumps [com.github.spotbugs.snom:spotbugs-gradle-plugin](https://github.com/spotbugs/spotbugs-gradle-plugin) from 5.0.3 to 5.0.14. - [Release notes](https://github.com/spotbugs/spotbugs-gradle-plugin/releases) - [Commits](spotbugs/spotbugs-gradle-plugin@5.0.3...5.0.14) --- updated-dependencies: - dependency-name: com.github.spotbugs.snom:spotbugs-gradle-plugin dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* Gradle task to remove snippet by its ID * Improve logging * Add option to select datastore namespace * Check if user supplied invalid subcommand
…pache#26267) * Coalesce sources until compressed serialized bundles under API limit * Address comments: update url
* Fix broken links * Update python-machine-learning.md
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