[SPARK-40838][INFRA][TESTS] Upgrade infra base image to focal-20220922 and fix ps.mlflow doctest #38304
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HyukjinKwon
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Oct 19, 2022
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@HyukjinKwon Thanks, will merge to master |
SandishKumarHN
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Dec 12, 2022
…2 and fix ps.mlflow doctest ### What changes were proposed in this pull request? Upgrade infra base image to focal-20220922 and fix ps.mlflow doctest ### Why are the changes needed? - Upgrade infra base image to `focal-20220922` (Ubuntu 20.04 currently latest) - Infra Image Python version updated. - numpy 1.23.3 --> 1.23.4 - mlflow 1.28.0 --> 1.29.0 - matplotlib 3.5.3 --> 3.6.1 - pip 22.2.2 --> 22.3 - scipy 1.9.1 --> 1.9.3 Full list: https://www.diffchecker.com/e6eZZaYn - Fix ps.mlfow doctest (due to mlflow upgrade): ``` ********************************************************************** File "/__w/spark/spark/python/pyspark/pandas/mlflow.py", line 158, in pyspark.pandas.mlflow.load_model Failed example: with mlflow.start_run(): lr = LinearRegression() lr.fit(train_x, train_y) mlflow.sklearn.log_model(lr, "model") Expected: LinearRegression(...) Got: LinearRegression() <mlflow.models.model.ModelInfo object at 0x7fef9578deb0> ``` ### Does this PR introduce _any_ user-facing change? No, dev only ### How was this patch tested? All CI passed Closes apache#38304 from Yikun/SPARK-40838. Authored-by: Yikun Jiang <yikunkero@gmail.com> Signed-off-by: Yikun Jiang <yikunkero@gmail.com>
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What changes were proposed in this pull request?
Upgrade infra base image to focal-20220922 and fix ps.mlflow doctest
Why are the changes needed?
Upgrade infra base image to
focal-20220922(Ubuntu 20.04 currently latest)Infra Image Python version updated.
Full list: https://www.diffchecker.com/e6eZZaYn
Fix ps.mlfow doctest (due to mlflow upgrade):
Does this PR introduce any user-facing change?
No, dev only
How was this patch tested?
All CI passed