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[Task]: Data Sampling #25064

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3 of 15 tasks
rohdesamuel opened this issue Jan 18, 2023 · 0 comments
Open
3 of 15 tasks

[Task]: Data Sampling #25064

rohdesamuel opened this issue Jan 18, 2023 · 0 comments
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go java P3 python task

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@rohdesamuel
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What needs to happen?

This issue is to track adding a data sampling feature to the SDKs as discussed in the associated slide deck. This adds:

  • The Sample instruction (SampleRequest and SampleResponse) to query the samples from an SDK
  • The "beam:protocol:data_sampling:v1" capability to track which SDKs can sample
  • The "enable_data_sampling" experiment to toggle the feature
  • Automatic sampling in the Python, Java, and Go SDKs for running PTransforms

Issue Priority

Priority: 3 (nice-to-have improvement)

Issue Components

  • Component: Python SDK
  • Component: Java SDK
  • Component: Go SDK
  • Component: Typescript SDK
  • Component: IO connector
  • Component: Beam examples
  • Component: Beam playground
  • Component: Beam katas
  • Component: Website
  • Component: Spark Runner
  • Component: Flink Runner
  • Component: Samza Runner
  • Component: Twister2 Runner
  • Component: Hazelcast Jet Runner
  • Component: Google Cloud Dataflow Runner
This was referenced Jan 20, 2023
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@lukecwik lukecwik mentioned this issue Feb 7, 2023
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@rohdesamuel rohdesamuel mentioned this issue Feb 10, 2023
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pabloem pushed a commit that referenced this issue Feb 16, 2023
@rohdesamuel
Task #25064: Python SDK Data sampling implementation (#25093)
545a2e6 
* Implement the functionality to sample/encode/decode elements

* Implement Python data sampling

* Final cleanup for Python SDK data sampling implementation

* lint

* lint

* add data sampler test

* finish data sampler tests

* Add comments, encode in the nested context, sample based on time instead

* run tests

* fix tests

* run tests

* rebase based on new proto names

* trigger tests

* linter

* replace mockito clocks with simple FakeClock

---------

Co-authored-by: Sam Rohde <srohde@google.com>
lukecwik pushed a commit that referenced this issue Feb 22, 2023
@rohdesamuel
PCollection data sampling for Java SDK harness #25064 (#25354)
83cfdb8 
PCollection data sampling for Java SDK harness #25064

This adds the capability for the Java SDK harness to sample in-flight elements. The implementation modifies the ProcessBundleDescriptor when received by the BundleProcessor to create additional DataSampling PTransforms on PCollections. The samples are then returned when the SDK receives a SampleDataRequest.

Task #25064
@rohdesamuel rohdesamuel mentioned this issue Feb 22, 2023
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3 tasks
lostluck pushed a commit to lostluck/beam that referenced this issue Feb 22, 2023
@rohdesamuel @lostluck
PCollection data sampling for Java SDK harness apache#25064 (apache#2…
ed1afb3 
…5354)

PCollection data sampling for Java SDK harness apache#25064

This adds the capability for the Java SDK harness to sample in-flight elements. The implementation modifies the ProcessBundleDescriptor when received by the BundleProcessor to create additional DataSampling PTransforms on PCollections. The samples are then returned when the SDK receives a SampleDataRequest.

Task apache#25064
ruslan-ikhsan pushed a commit to akvelon/beam that referenced this issue Mar 10, 2023
@rohdesamuel @ruslan-ikhsan
PCollection data sampling for Java SDK harness apache#25064 (apache#2…
4175b77 
…5354)

PCollection data sampling for Java SDK harness apache#25064

This adds the capability for the Java SDK harness to sample in-flight elements. The implementation modifies the ProcessBundleDescriptor when received by the BundleProcessor to create additional DataSampling PTransforms on PCollections. The samples are then returned when the SDK receives a SampleDataRequest.

Task apache#25064
@rohdesamuel rohdesamuel mentioned this issue Mar 11, 2023
Merged
3 tasks
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