sklearn runinference regression example

[ryanthompson591]

This is an example of a regression model using an sklearn pipeline.

This illustrates how to separate examples based on what features are available in the example and then using an sklearn pipeline made for that data.

Thank you for your contribution! Follow this checklist to help us incorporate your contribution quickly and easily:

• [ ] Choose reviewer(s) and mention them in a comment (R: @username).
• [ ] Mention the appropriate issue in your description (for example: addresses #123), if applicable. This will automatically add a link to the pull request in the issue. If you would like the issue to automatically close on merging the pull request, comment fixes #<ISSUE NUMBER> instead.
• [ ] Update CHANGES.md with noteworthy changes.
• [ ] If this contribution is large, please file an Apache Individual Contributor License Agreement.

See the Contributor Guide for more tips on how to make review process smoother.

To check the build health, please visit https://github.com/apache/beam/blob/master/.test-infra/BUILD_STATUS.md

GitHub Actions Tests Status (on master branch)

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[ryanthompson591]

R: @AnandInguva

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Stopping reviewer notifications for this pull request: review requested by someone other than the bot, ceding control

[codecov[bot]]

Codecov Report

Merging #22088 (12c24f1) into master (48513ad) will decrease coverage by 0.14%. The diff coverage is 34.48%.

@@            Coverage Diff             @@
##           master   #22088      +/-   ##
==========================================
- Coverage   74.18%   74.03%   -0.15%     
==========================================
  Files         706      706              
  Lines       93229    93428     +199     
==========================================
+ Hits        69159    69168       +9     
- Misses      22802    22994     +192     
+ Partials     1268     1266       -2     

Flag	Coverage Δ
python	83.55% <34.48%> (+<0.01%)	:arrow_up:

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
...s/inference/sklearn_japanese_housing_regression.py	34.48% <34.48%> (ø)
.../python/apache_beam/testing/test_stream_service.py	88.09% <0.00%> (-4.77%)	:arrow_down:
sdks/go/pkg/beam/io/filesystem/memfs/memory.go	92.00% <0.00%> (-4.16%)	:arrow_down:
.../apache_beam/runners/interactive/dataproc/types.py	93.10% <0.00%> (-3.45%)	:arrow_down:
...che_beam/runners/interactive/interactive_runner.py	90.06% <0.00%> (-1.33%)	:arrow_down:
...ks/go/pkg/beam/runners/dataflow/dataflowlib/job.go	21.55% <0.00%> (-1.13%)	:arrow_down:
sdks/python/apache_beam/internal/metrics/metric.py	93.00% <0.00%> (-1.00%)	:arrow_down:
sdks/go/pkg/beam/core/runtime/exec/input.go	50.96% <0.00%> (-1.00%)	:arrow_down:
...hon/apache_beam/runners/direct/test_stream_impl.py	93.28% <0.00%> (-0.75%)	:arrow_down:
sdks/python/apache_beam/io/fileio.py	95.98% <0.00%> (-0.28%)	:arrow_down:
... and 34 more

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[ryanthompson591]

R: @tvalentyn

[ryanthompson591]

Run Python 3.8 PostCommit

[AnandInguva]

Run Python 3.7 PostCommit

[AnandInguva]

The inference tests will run on lowest and highest python versions. Python 37 and 39 as of now

[ryanthompson591]

Run Python 3.7 PostCommit

[ryanthompson591]

Run Python 3.7 PostCommit

[ryanthompson591]

Run Python 3.7 PostCommit

[tvalentyn]

Let me know when this is ready to review/merge.

[ryanthompson591]

Run Python 3.9 PostCommit

[ryanthompson591]

Run Python 3.9 PostCommit

[ryanthompson591]

Run Python 3.7 PostCommit

[ryanthompson591]

Run Python 3.9 PostCommit

[ryanthompson591]

@tvalentyn This looks ready to merge, the failing test is not the new test I added but rather the issue described here: https://github.com/apache/beam/issues/22605

[ryanthompson591]

Run Python 3.9 PostCommit

[ryanthompson591]

Run Python 3.9 PostCommit

[tvalentyn]

Run Python 3.9 PostCommit