Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[SPARK-33371][PYTHON] Update setup.py and tests for Python 3.9 #30277

Closed
wants to merge 1 commit into from

Conversation

HyukjinKwon
Copy link
Member

What changes were proposed in this pull request?

This PR proposes to fix PySpark to officially support Python 3.9. The main codes already work. We should just note that we support Python 3.9.

Also, this PR fixes some minor fixes into the test codes.

  • Thread.isAlive is removed in Python 3.9, and Thread.is_alive exists in Python 3.6+, see https://docs.python.org/3/whatsnew/3.9.html#removed
  • Fixed TaskContextTestsWithWorkerReuse.test_barrier_with_python_worker_reuse and TaskContextTests.test_barrier to be less flaky. This becomes more flaky in Python 3.9 for some reasons.

NOTE that PyArrow does not support Python 3.9 yet.

Why are the changes needed?

To officially support Python 3.9.

Does this PR introduce any user-facing change?

Yes, it officially supports Python 3.9.

How was this patch tested?

Manually ran the tests:

$  ./run-tests --python-executable=python
Running PySpark tests. Output is in /.../spark/python/unit-tests.log
Will test against the following Python executables: ['python']
Will test the following Python modules: ['pyspark-core', 'pyspark-ml', 'pyspark-mllib', 'pyspark-resource', 'pyspark-sql', 'pyspark-streaming']
python python_implementation is CPython
python version is: Python 3.9.0
Starting test(python): pyspark.ml.tests.test_base
Starting test(python): pyspark.ml.tests.test_evaluation
Starting test(python): pyspark.ml.tests.test_algorithms
Starting test(python): pyspark.ml.tests.test_feature
Finished test(python): pyspark.ml.tests.test_base (12s)
Starting test(python): pyspark.ml.tests.test_image
Finished test(python): pyspark.ml.tests.test_evaluation (15s)
Starting test(python): pyspark.ml.tests.test_linalg
Finished test(python): pyspark.ml.tests.test_feature (25s)
Starting test(python): pyspark.ml.tests.test_param
Finished test(python): pyspark.ml.tests.test_image (17s)
Starting test(python): pyspark.ml.tests.test_persistence
Finished test(python): pyspark.ml.tests.test_param (17s)
Starting test(python): pyspark.ml.tests.test_pipeline
Finished test(python): pyspark.ml.tests.test_linalg (30s)
Starting test(python): pyspark.ml.tests.test_stat
Finished test(python): pyspark.ml.tests.test_pipeline (6s)
Starting test(python): pyspark.ml.tests.test_training_summary
Finished test(python): pyspark.ml.tests.test_stat (12s)
Starting test(python): pyspark.ml.tests.test_tuning
Finished test(python): pyspark.ml.tests.test_algorithms (68s)
Starting test(python): pyspark.ml.tests.test_wrapper
Finished test(python): pyspark.ml.tests.test_persistence (51s)
Starting test(python): pyspark.mllib.tests.test_algorithms
Finished test(python): pyspark.ml.tests.test_training_summary (33s)
Starting test(python): pyspark.mllib.tests.test_feature
Finished test(python): pyspark.ml.tests.test_wrapper (19s)
Starting test(python): pyspark.mllib.tests.test_linalg
Finished test(python): pyspark.mllib.tests.test_feature (26s)
Starting test(python): pyspark.mllib.tests.test_stat
Finished test(python): pyspark.mllib.tests.test_stat (22s)
Starting test(python): pyspark.mllib.tests.test_streaming_algorithms
Finished test(python): pyspark.mllib.tests.test_algorithms (53s)
Starting test(python): pyspark.mllib.tests.test_util
Finished test(python): pyspark.mllib.tests.test_linalg (54s)
Starting test(python): pyspark.sql.tests.test_arrow
Finished test(python): pyspark.sql.tests.test_arrow (0s) ... 61 tests were skipped
Starting test(python): pyspark.sql.tests.test_catalog
Finished test(python): pyspark.mllib.tests.test_util (11s)
Starting test(python): pyspark.sql.tests.test_column
Finished test(python): pyspark.sql.tests.test_catalog (16s)
Starting test(python): pyspark.sql.tests.test_conf
Finished test(python): pyspark.sql.tests.test_column (17s)
Starting test(python): pyspark.sql.tests.test_context
Finished test(python): pyspark.sql.tests.test_context (6s) ... 3 tests were skipped
Starting test(python): pyspark.sql.tests.test_dataframe
Finished test(python): pyspark.sql.tests.test_conf (11s)
Starting test(python): pyspark.sql.tests.test_datasources
Finished test(python): pyspark.sql.tests.test_datasources (19s)
Starting test(python): pyspark.sql.tests.test_functions
Finished test(python): pyspark.sql.tests.test_dataframe (35s) ... 3 tests were skipped
Starting test(python): pyspark.sql.tests.test_group
Finished test(python): pyspark.sql.tests.test_functions (32s)
Starting test(python): pyspark.sql.tests.test_pandas_cogrouped_map
Finished test(python): pyspark.sql.tests.test_pandas_cogrouped_map (1s) ... 15 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_grouped_map
Finished test(python): pyspark.sql.tests.test_group (19s)
Starting test(python): pyspark.sql.tests.test_pandas_map
Finished test(python): pyspark.sql.tests.test_pandas_grouped_map (0s) ... 21 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf
Finished test(python): pyspark.sql.tests.test_pandas_map (0s) ... 6 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_grouped_agg
Finished test(python): pyspark.sql.tests.test_pandas_udf (0s) ... 6 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_scalar
Finished test(python): pyspark.sql.tests.test_pandas_udf_grouped_agg (0s) ... 13 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_typehints
Finished test(python): pyspark.sql.tests.test_pandas_udf_scalar (0s) ... 50 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_window
Finished test(python): pyspark.sql.tests.test_pandas_udf_typehints (0s) ... 10 tests were skipped
Starting test(python): pyspark.sql.tests.test_readwriter
Finished test(python): pyspark.sql.tests.test_pandas_udf_window (0s) ... 14 tests were skipped
Starting test(python): pyspark.sql.tests.test_serde
Finished test(python): pyspark.sql.tests.test_serde (19s)
Starting test(python): pyspark.sql.tests.test_session
Finished test(python): pyspark.mllib.tests.test_streaming_algorithms (120s)
Starting test(python): pyspark.sql.tests.test_streaming
Finished test(python): pyspark.sql.tests.test_readwriter (25s)
Starting test(python): pyspark.sql.tests.test_types
Finished test(python): pyspark.ml.tests.test_tuning (208s)
Starting test(python): pyspark.sql.tests.test_udf
Finished test(python): pyspark.sql.tests.test_session (31s)
Starting test(python): pyspark.sql.tests.test_utils
Finished test(python): pyspark.sql.tests.test_streaming (35s)
Starting test(python): pyspark.streaming.tests.test_context
Finished test(python): pyspark.sql.tests.test_types (34s)
Starting test(python): pyspark.streaming.tests.test_dstream
Finished test(python): pyspark.sql.tests.test_utils (14s)
Starting test(python): pyspark.streaming.tests.test_kinesis
Finished test(python): pyspark.streaming.tests.test_kinesis (0s) ... 2 tests were skipped
Starting test(python): pyspark.streaming.tests.test_listener
Finished test(python): pyspark.streaming.tests.test_listener (11s)
Starting test(python): pyspark.tests.test_appsubmit
Finished test(python): pyspark.sql.tests.test_udf (39s)
Starting test(python): pyspark.tests.test_broadcast
Finished test(python): pyspark.streaming.tests.test_context (23s)
Starting test(python): pyspark.tests.test_conf
Finished test(python): pyspark.tests.test_conf (15s)
Starting test(python): pyspark.tests.test_context
Finished test(python): pyspark.tests.test_broadcast (33s)
Starting test(python): pyspark.tests.test_daemon
Finished test(python): pyspark.tests.test_daemon (5s)
Starting test(python): pyspark.tests.test_install_spark
Finished test(python): pyspark.tests.test_context (44s)
Starting test(python): pyspark.tests.test_join
Finished test(python): pyspark.tests.test_appsubmit (68s)
Starting test(python): pyspark.tests.test_profiler
Finished test(python): pyspark.tests.test_join (7s)
Starting test(python): pyspark.tests.test_rdd
Finished test(python): pyspark.tests.test_profiler (9s)
Starting test(python): pyspark.tests.test_rddbarrier
Finished test(python): pyspark.tests.test_rddbarrier (7s)
Starting test(python): pyspark.tests.test_readwrite
Finished test(python): pyspark.streaming.tests.test_dstream (107s)
Starting test(python): pyspark.tests.test_serializers
Finished test(python): pyspark.tests.test_serializers (8s)
Starting test(python): pyspark.tests.test_shuffle
Finished test(python): pyspark.tests.test_readwrite (14s)
Starting test(python): pyspark.tests.test_taskcontext
Finished test(python): pyspark.tests.test_install_spark (65s)
Starting test(python): pyspark.tests.test_util
Finished test(python): pyspark.tests.test_shuffle (8s)
Starting test(python): pyspark.tests.test_worker
Finished test(python): pyspark.tests.test_util (5s)
Starting test(python): pyspark.accumulators
Finished test(python): pyspark.accumulators (5s)
Starting test(python): pyspark.broadcast
Finished test(python): pyspark.broadcast (6s)
Starting test(python): pyspark.conf
Finished test(python): pyspark.tests.test_worker (14s)
Starting test(python): pyspark.context
Finished test(python): pyspark.conf (4s)
Starting test(python): pyspark.ml.classification
Finished test(python): pyspark.tests.test_rdd (60s)
Starting test(python): pyspark.ml.clustering
Finished test(python): pyspark.context (21s)
Starting test(python): pyspark.ml.evaluation
Finished test(python): pyspark.tests.test_taskcontext (69s)
Starting test(python): pyspark.ml.feature
Finished test(python): pyspark.ml.evaluation (26s)
Starting test(python): pyspark.ml.fpm
Finished test(python): pyspark.ml.clustering (45s)
Starting test(python): pyspark.ml.functions
Finished test(python): pyspark.ml.fpm (24s)
Starting test(python): pyspark.ml.image
Finished test(python): pyspark.ml.functions (17s)
Starting test(python): pyspark.ml.linalg.__init__
Finished test(python): pyspark.ml.linalg.__init__ (0s)
Starting test(python): pyspark.ml.recommendation
Finished test(python): pyspark.ml.classification (74s)
Starting test(python): pyspark.ml.regression
Finished test(python): pyspark.ml.image (8s)
Starting test(python): pyspark.ml.stat
Finished test(python): pyspark.ml.stat (29s)
Starting test(python): pyspark.ml.tuning
Finished test(python): pyspark.ml.regression (53s)
Starting test(python): pyspark.mllib.classification
Finished test(python): pyspark.ml.tuning (35s)
Starting test(python): pyspark.mllib.clustering
Finished test(python): pyspark.ml.feature (103s)
Starting test(python): pyspark.mllib.evaluation
Finished test(python): pyspark.mllib.classification (33s)
Starting test(python): pyspark.mllib.feature
Finished test(python): pyspark.mllib.evaluation (21s)
Starting test(python): pyspark.mllib.fpm
Finished test(python): pyspark.ml.recommendation (103s)
Starting test(python): pyspark.mllib.linalg.__init__
Finished test(python): pyspark.mllib.linalg.__init__ (1s)
Starting test(python): pyspark.mllib.linalg.distributed
Finished test(python): pyspark.mllib.feature (26s)
Starting test(python): pyspark.mllib.random
Finished test(python): pyspark.mllib.fpm (23s)
Starting test(python): pyspark.mllib.recommendation
Finished test(python): pyspark.mllib.clustering (50s)
Starting test(python): pyspark.mllib.regression
Finished test(python): pyspark.mllib.random (13s)
Starting test(python): pyspark.mllib.stat.KernelDensity
Finished test(python): pyspark.mllib.stat.KernelDensity (1s)
Starting test(python): pyspark.mllib.stat._statistics
Finished test(python): pyspark.mllib.linalg.distributed (42s)
Starting test(python): pyspark.mllib.tree
Finished test(python): pyspark.mllib.stat._statistics (19s)
Starting test(python): pyspark.mllib.util
Finished test(python): pyspark.mllib.regression (33s)
Starting test(python): pyspark.profiler
Finished test(python): pyspark.mllib.recommendation (36s)
Starting test(python): pyspark.rdd
Finished test(python): pyspark.profiler (9s)
Starting test(python): pyspark.resource.tests.test_resources
Finished test(python): pyspark.mllib.tree (19s)
Starting test(python): pyspark.serializers
Finished test(python): pyspark.mllib.util (21s)
Starting test(python): pyspark.shuffle
Finished test(python): pyspark.resource.tests.test_resources (9s)
Starting test(python): pyspark.sql.avro.functions
Finished test(python): pyspark.shuffle (1s)
Starting test(python): pyspark.sql.catalog
Finished test(python): pyspark.rdd (22s)
Starting test(python): pyspark.sql.column
Finished test(python): pyspark.serializers (12s)
Starting test(python): pyspark.sql.conf
Finished test(python): pyspark.sql.conf (6s)
Starting test(python): pyspark.sql.context
Finished test(python): pyspark.sql.catalog (14s)
Starting test(python): pyspark.sql.dataframe
Finished test(python): pyspark.sql.avro.functions (15s)
Starting test(python): pyspark.sql.functions
Finished test(python): pyspark.sql.column (24s)
Starting test(python): pyspark.sql.group
Finished test(python): pyspark.sql.context (20s)
Starting test(python): pyspark.sql.pandas.conversion
Finished test(python): pyspark.sql.pandas.conversion (13s)
Starting test(python): pyspark.sql.pandas.group_ops
Finished test(python): pyspark.sql.group (36s)
Starting test(python): pyspark.sql.pandas.map_ops
Finished test(python): pyspark.sql.pandas.group_ops (21s)
Starting test(python): pyspark.sql.pandas.serializers
Finished test(python): pyspark.sql.pandas.serializers (0s)
Starting test(python): pyspark.sql.pandas.typehints
Finished test(python): pyspark.sql.pandas.typehints (0s)
Starting test(python): pyspark.sql.pandas.types
Finished test(python): pyspark.sql.pandas.types (0s)
Starting test(python): pyspark.sql.pandas.utils
Finished test(python): pyspark.sql.pandas.utils (0s)
Starting test(python): pyspark.sql.readwriter
Finished test(python): pyspark.sql.dataframe (56s)
Starting test(python): pyspark.sql.session
Finished test(python): pyspark.sql.functions (57s)
Starting test(python): pyspark.sql.streaming
Finished test(python): pyspark.sql.pandas.map_ops (12s)
Starting test(python): pyspark.sql.types
Finished test(python): pyspark.sql.types (10s)
Starting test(python): pyspark.sql.udf
Finished test(python): pyspark.sql.streaming (16s)
Starting test(python): pyspark.sql.window
Finished test(python): pyspark.sql.session (19s)
Starting test(python): pyspark.streaming.util
Finished test(python): pyspark.streaming.util (0s)
Starting test(python): pyspark.util
Finished test(python): pyspark.util (0s)
Finished test(python): pyspark.sql.readwriter (24s)
Finished test(python): pyspark.sql.udf (13s)
Finished test(python): pyspark.sql.window (14s)
Tests passed in 780 seconds

@HyukjinKwon
Copy link
Member Author

I believe this can be ported back to branch-3.0.

cc @BryanCutler @ueshin @jiangxb1987 can you take a look when you find some time?

@SparkQA
Copy link

SparkQA commented Nov 6, 2020

Test build #130707 has finished for PR 30277 at commit 40b1e40.

  • This patch passes all tests.
  • This patch merges cleanly.
  • This patch adds no public classes.

@SparkQA
Copy link

SparkQA commented Nov 6, 2020

Kubernetes integration test starting
URL: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder-K8s/35317/

@SparkQA
Copy link

SparkQA commented Nov 6, 2020

Kubernetes integration test status failure
URL: https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder-K8s/35317/

Copy link
Member

@BryanCutler BryanCutler left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

LGTM, just a question about the flaky test but YAY for Python 3.9!

@@ -124,12 +124,12 @@ def f(iterator):

def context_barrier(x):
tc = BarrierTaskContext.get()
time.sleep(random.randint(1, 10))
time.sleep(random.randint(1, 5) * 2)
Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Isn't this basically increasing the minimum sleep time? I would think that tend to make it more flaky..

Copy link
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

The same question. And, is it different from random.randint(2, 10)?

Copy link
Member Author

@HyukjinKwon HyukjinKwon Nov 6, 2020

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Previously it failed even when the barrior worked some times. All the tasks properly waited for each other and finished properly but it looks like it could still take around a sec when the tests run in parallel.

So I increased the minimum sleep secs and the gap between each task. If barriers don't work, it will take more than 2 secs because the minimum and the gap is 2 seconds. If it works, the gap between each task will take less than 2 seconds.

@BryanCutler
Copy link
Member

PyArrow supports 3.9, or was it causing some test error?

@dongjoon-hyun
Copy link
Member

+1 for backporting to branch-3.0.

@HyukjinKwon
Copy link
Member Author

Hm, maybe pyarrow dev branch supports but seems like the release doesn't support (?), https://arrow.apache.org/docs/python/install.html#python-compatibility.

At least I can't install out of the box in both pip and conda.

Copy link
Member

@dongjoon-hyun dongjoon-hyun left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

+1, LGTM. Thank you, @HyukjinKwon and @BryanCutler .

@dongjoon-hyun
Copy link
Member

dongjoon-hyun commented Nov 6, 2020

Merged to master.

Could you make a backporting PR once more in order to see the test result on branch-3.0 please?

@HyukjinKwon
Copy link
Member Author

Sure! Thanks @dongjoon-hyun and @BryanCutler

@BryanCutler
Copy link
Member

Hm, maybe pyarrow dev branch supports but seems like the release doesn't support (?), https://arrow.apache.org/docs/python/install.html#python-compatibility.

At least I can't install out of the box in both pip and conda.

Ahh, it's available for conda in 3.9, but not pip..

@HyukjinKwon
Copy link
Member Author

Ohh maybe I had to update my conda. I'll check it tomorrow and see if tests pass :).

@HyukjinKwon
Copy link
Member Author

Hm, seems like I can't still install in conda:

conda install pyarrow
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: \
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.
failed

UnsatisfiableError: The following specifications were found
to be incompatible with the existing python installation in your environment:

Specifications:

  - pyarrow -> python[version='>=2.7,<2.8.0a0|>=3.6,<3.7.0a0|>=3.7,<3.8.0a0|>=3.8,<3.9.0a0|>=3.5,<3.6.0a0']

Your python: python=3.9

If python is on the left-most side of the chain, that's the version you've asked for.
When python appears to the right, that indicates that the thing on the left is somehow
not available for the python version you are constrained to. Note that conda will not
change your python version to a different minor version unless you explicitly specify
that.

HyukjinKwon added a commit to HyukjinKwon/spark that referenced this pull request Nov 8, 2020
### What changes were proposed in this pull request?

This PR proposes to fix PySpark to officially support Python 3.9. The main codes already work. We should just note that we support Python 3.9.

Also, this PR fixes some minor fixes into the test codes.
- `Thread.isAlive` is removed in Python 3.9, and `Thread.is_alive` exists in Python 3.6+, see https://docs.python.org/3/whatsnew/3.9.html#removed
- Fixed `TaskContextTestsWithWorkerReuse.test_barrier_with_python_worker_reuse` and `TaskContextTests.test_barrier` to be less flaky. This becomes more flaky in Python 3.9 for some reasons.

NOTE that PyArrow does not support Python 3.9 yet.

### Why are the changes needed?

To officially support Python 3.9.

### Does this PR introduce _any_ user-facing change?

Yes, it officially supports Python 3.9.

### How was this patch tested?

Manually ran the tests:

```
$  ./run-tests --python-executable=python
Running PySpark tests. Output is in /.../spark/python/unit-tests.log
Will test against the following Python executables: ['python']
Will test the following Python modules: ['pyspark-core', 'pyspark-ml', 'pyspark-mllib', 'pyspark-resource', 'pyspark-sql', 'pyspark-streaming']
python python_implementation is CPython
python version is: Python 3.9.0
Starting test(python): pyspark.ml.tests.test_base
Starting test(python): pyspark.ml.tests.test_evaluation
Starting test(python): pyspark.ml.tests.test_algorithms
Starting test(python): pyspark.ml.tests.test_feature
Finished test(python): pyspark.ml.tests.test_base (12s)
Starting test(python): pyspark.ml.tests.test_image
Finished test(python): pyspark.ml.tests.test_evaluation (15s)
Starting test(python): pyspark.ml.tests.test_linalg
Finished test(python): pyspark.ml.tests.test_feature (25s)
Starting test(python): pyspark.ml.tests.test_param
Finished test(python): pyspark.ml.tests.test_image (17s)
Starting test(python): pyspark.ml.tests.test_persistence
Finished test(python): pyspark.ml.tests.test_param (17s)
Starting test(python): pyspark.ml.tests.test_pipeline
Finished test(python): pyspark.ml.tests.test_linalg (30s)
Starting test(python): pyspark.ml.tests.test_stat
Finished test(python): pyspark.ml.tests.test_pipeline (6s)
Starting test(python): pyspark.ml.tests.test_training_summary
Finished test(python): pyspark.ml.tests.test_stat (12s)
Starting test(python): pyspark.ml.tests.test_tuning
Finished test(python): pyspark.ml.tests.test_algorithms (68s)
Starting test(python): pyspark.ml.tests.test_wrapper
Finished test(python): pyspark.ml.tests.test_persistence (51s)
Starting test(python): pyspark.mllib.tests.test_algorithms
Finished test(python): pyspark.ml.tests.test_training_summary (33s)
Starting test(python): pyspark.mllib.tests.test_feature
Finished test(python): pyspark.ml.tests.test_wrapper (19s)
Starting test(python): pyspark.mllib.tests.test_linalg
Finished test(python): pyspark.mllib.tests.test_feature (26s)
Starting test(python): pyspark.mllib.tests.test_stat
Finished test(python): pyspark.mllib.tests.test_stat (22s)
Starting test(python): pyspark.mllib.tests.test_streaming_algorithms
Finished test(python): pyspark.mllib.tests.test_algorithms (53s)
Starting test(python): pyspark.mllib.tests.test_util
Finished test(python): pyspark.mllib.tests.test_linalg (54s)
Starting test(python): pyspark.sql.tests.test_arrow
Finished test(python): pyspark.sql.tests.test_arrow (0s) ... 61 tests were skipped
Starting test(python): pyspark.sql.tests.test_catalog
Finished test(python): pyspark.mllib.tests.test_util (11s)
Starting test(python): pyspark.sql.tests.test_column
Finished test(python): pyspark.sql.tests.test_catalog (16s)
Starting test(python): pyspark.sql.tests.test_conf
Finished test(python): pyspark.sql.tests.test_column (17s)
Starting test(python): pyspark.sql.tests.test_context
Finished test(python): pyspark.sql.tests.test_context (6s) ... 3 tests were skipped
Starting test(python): pyspark.sql.tests.test_dataframe
Finished test(python): pyspark.sql.tests.test_conf (11s)
Starting test(python): pyspark.sql.tests.test_datasources
Finished test(python): pyspark.sql.tests.test_datasources (19s)
Starting test(python): pyspark.sql.tests.test_functions
Finished test(python): pyspark.sql.tests.test_dataframe (35s) ... 3 tests were skipped
Starting test(python): pyspark.sql.tests.test_group
Finished test(python): pyspark.sql.tests.test_functions (32s)
Starting test(python): pyspark.sql.tests.test_pandas_cogrouped_map
Finished test(python): pyspark.sql.tests.test_pandas_cogrouped_map (1s) ... 15 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_grouped_map
Finished test(python): pyspark.sql.tests.test_group (19s)
Starting test(python): pyspark.sql.tests.test_pandas_map
Finished test(python): pyspark.sql.tests.test_pandas_grouped_map (0s) ... 21 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf
Finished test(python): pyspark.sql.tests.test_pandas_map (0s) ... 6 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_grouped_agg
Finished test(python): pyspark.sql.tests.test_pandas_udf (0s) ... 6 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_scalar
Finished test(python): pyspark.sql.tests.test_pandas_udf_grouped_agg (0s) ... 13 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_typehints
Finished test(python): pyspark.sql.tests.test_pandas_udf_scalar (0s) ... 50 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_window
Finished test(python): pyspark.sql.tests.test_pandas_udf_typehints (0s) ... 10 tests were skipped
Starting test(python): pyspark.sql.tests.test_readwriter
Finished test(python): pyspark.sql.tests.test_pandas_udf_window (0s) ... 14 tests were skipped
Starting test(python): pyspark.sql.tests.test_serde
Finished test(python): pyspark.sql.tests.test_serde (19s)
Starting test(python): pyspark.sql.tests.test_session
Finished test(python): pyspark.mllib.tests.test_streaming_algorithms (120s)
Starting test(python): pyspark.sql.tests.test_streaming
Finished test(python): pyspark.sql.tests.test_readwriter (25s)
Starting test(python): pyspark.sql.tests.test_types
Finished test(python): pyspark.ml.tests.test_tuning (208s)
Starting test(python): pyspark.sql.tests.test_udf
Finished test(python): pyspark.sql.tests.test_session (31s)
Starting test(python): pyspark.sql.tests.test_utils
Finished test(python): pyspark.sql.tests.test_streaming (35s)
Starting test(python): pyspark.streaming.tests.test_context
Finished test(python): pyspark.sql.tests.test_types (34s)
Starting test(python): pyspark.streaming.tests.test_dstream
Finished test(python): pyspark.sql.tests.test_utils (14s)
Starting test(python): pyspark.streaming.tests.test_kinesis
Finished test(python): pyspark.streaming.tests.test_kinesis (0s) ... 2 tests were skipped
Starting test(python): pyspark.streaming.tests.test_listener
Finished test(python): pyspark.streaming.tests.test_listener (11s)
Starting test(python): pyspark.tests.test_appsubmit
Finished test(python): pyspark.sql.tests.test_udf (39s)
Starting test(python): pyspark.tests.test_broadcast
Finished test(python): pyspark.streaming.tests.test_context (23s)
Starting test(python): pyspark.tests.test_conf
Finished test(python): pyspark.tests.test_conf (15s)
Starting test(python): pyspark.tests.test_context
Finished test(python): pyspark.tests.test_broadcast (33s)
Starting test(python): pyspark.tests.test_daemon
Finished test(python): pyspark.tests.test_daemon (5s)
Starting test(python): pyspark.tests.test_install_spark
Finished test(python): pyspark.tests.test_context (44s)
Starting test(python): pyspark.tests.test_join
Finished test(python): pyspark.tests.test_appsubmit (68s)
Starting test(python): pyspark.tests.test_profiler
Finished test(python): pyspark.tests.test_join (7s)
Starting test(python): pyspark.tests.test_rdd
Finished test(python): pyspark.tests.test_profiler (9s)
Starting test(python): pyspark.tests.test_rddbarrier
Finished test(python): pyspark.tests.test_rddbarrier (7s)
Starting test(python): pyspark.tests.test_readwrite
Finished test(python): pyspark.streaming.tests.test_dstream (107s)
Starting test(python): pyspark.tests.test_serializers
Finished test(python): pyspark.tests.test_serializers (8s)
Starting test(python): pyspark.tests.test_shuffle
Finished test(python): pyspark.tests.test_readwrite (14s)
Starting test(python): pyspark.tests.test_taskcontext
Finished test(python): pyspark.tests.test_install_spark (65s)
Starting test(python): pyspark.tests.test_util
Finished test(python): pyspark.tests.test_shuffle (8s)
Starting test(python): pyspark.tests.test_worker
Finished test(python): pyspark.tests.test_util (5s)
Starting test(python): pyspark.accumulators
Finished test(python): pyspark.accumulators (5s)
Starting test(python): pyspark.broadcast
Finished test(python): pyspark.broadcast (6s)
Starting test(python): pyspark.conf
Finished test(python): pyspark.tests.test_worker (14s)
Starting test(python): pyspark.context
Finished test(python): pyspark.conf (4s)
Starting test(python): pyspark.ml.classification
Finished test(python): pyspark.tests.test_rdd (60s)
Starting test(python): pyspark.ml.clustering
Finished test(python): pyspark.context (21s)
Starting test(python): pyspark.ml.evaluation
Finished test(python): pyspark.tests.test_taskcontext (69s)
Starting test(python): pyspark.ml.feature
Finished test(python): pyspark.ml.evaluation (26s)
Starting test(python): pyspark.ml.fpm
Finished test(python): pyspark.ml.clustering (45s)
Starting test(python): pyspark.ml.functions
Finished test(python): pyspark.ml.fpm (24s)
Starting test(python): pyspark.ml.image
Finished test(python): pyspark.ml.functions (17s)
Starting test(python): pyspark.ml.linalg.__init__
Finished test(python): pyspark.ml.linalg.__init__ (0s)
Starting test(python): pyspark.ml.recommendation
Finished test(python): pyspark.ml.classification (74s)
Starting test(python): pyspark.ml.regression
Finished test(python): pyspark.ml.image (8s)
Starting test(python): pyspark.ml.stat
Finished test(python): pyspark.ml.stat (29s)
Starting test(python): pyspark.ml.tuning
Finished test(python): pyspark.ml.regression (53s)
Starting test(python): pyspark.mllib.classification
Finished test(python): pyspark.ml.tuning (35s)
Starting test(python): pyspark.mllib.clustering
Finished test(python): pyspark.ml.feature (103s)
Starting test(python): pyspark.mllib.evaluation
Finished test(python): pyspark.mllib.classification (33s)
Starting test(python): pyspark.mllib.feature
Finished test(python): pyspark.mllib.evaluation (21s)
Starting test(python): pyspark.mllib.fpm
Finished test(python): pyspark.ml.recommendation (103s)
Starting test(python): pyspark.mllib.linalg.__init__
Finished test(python): pyspark.mllib.linalg.__init__ (1s)
Starting test(python): pyspark.mllib.linalg.distributed
Finished test(python): pyspark.mllib.feature (26s)
Starting test(python): pyspark.mllib.random
Finished test(python): pyspark.mllib.fpm (23s)
Starting test(python): pyspark.mllib.recommendation
Finished test(python): pyspark.mllib.clustering (50s)
Starting test(python): pyspark.mllib.regression
Finished test(python): pyspark.mllib.random (13s)
Starting test(python): pyspark.mllib.stat.KernelDensity
Finished test(python): pyspark.mllib.stat.KernelDensity (1s)
Starting test(python): pyspark.mllib.stat._statistics
Finished test(python): pyspark.mllib.linalg.distributed (42s)
Starting test(python): pyspark.mllib.tree
Finished test(python): pyspark.mllib.stat._statistics (19s)
Starting test(python): pyspark.mllib.util
Finished test(python): pyspark.mllib.regression (33s)
Starting test(python): pyspark.profiler
Finished test(python): pyspark.mllib.recommendation (36s)
Starting test(python): pyspark.rdd
Finished test(python): pyspark.profiler (9s)
Starting test(python): pyspark.resource.tests.test_resources
Finished test(python): pyspark.mllib.tree (19s)
Starting test(python): pyspark.serializers
Finished test(python): pyspark.mllib.util (21s)
Starting test(python): pyspark.shuffle
Finished test(python): pyspark.resource.tests.test_resources (9s)
Starting test(python): pyspark.sql.avro.functions
Finished test(python): pyspark.shuffle (1s)
Starting test(python): pyspark.sql.catalog
Finished test(python): pyspark.rdd (22s)
Starting test(python): pyspark.sql.column
Finished test(python): pyspark.serializers (12s)
Starting test(python): pyspark.sql.conf
Finished test(python): pyspark.sql.conf (6s)
Starting test(python): pyspark.sql.context
Finished test(python): pyspark.sql.catalog (14s)
Starting test(python): pyspark.sql.dataframe
Finished test(python): pyspark.sql.avro.functions (15s)
Starting test(python): pyspark.sql.functions
Finished test(python): pyspark.sql.column (24s)
Starting test(python): pyspark.sql.group
Finished test(python): pyspark.sql.context (20s)
Starting test(python): pyspark.sql.pandas.conversion
Finished test(python): pyspark.sql.pandas.conversion (13s)
Starting test(python): pyspark.sql.pandas.group_ops
Finished test(python): pyspark.sql.group (36s)
Starting test(python): pyspark.sql.pandas.map_ops
Finished test(python): pyspark.sql.pandas.group_ops (21s)
Starting test(python): pyspark.sql.pandas.serializers
Finished test(python): pyspark.sql.pandas.serializers (0s)
Starting test(python): pyspark.sql.pandas.typehints
Finished test(python): pyspark.sql.pandas.typehints (0s)
Starting test(python): pyspark.sql.pandas.types
Finished test(python): pyspark.sql.pandas.types (0s)
Starting test(python): pyspark.sql.pandas.utils
Finished test(python): pyspark.sql.pandas.utils (0s)
Starting test(python): pyspark.sql.readwriter
Finished test(python): pyspark.sql.dataframe (56s)
Starting test(python): pyspark.sql.session
Finished test(python): pyspark.sql.functions (57s)
Starting test(python): pyspark.sql.streaming
Finished test(python): pyspark.sql.pandas.map_ops (12s)
Starting test(python): pyspark.sql.types
Finished test(python): pyspark.sql.types (10s)
Starting test(python): pyspark.sql.udf
Finished test(python): pyspark.sql.streaming (16s)
Starting test(python): pyspark.sql.window
Finished test(python): pyspark.sql.session (19s)
Starting test(python): pyspark.streaming.util
Finished test(python): pyspark.streaming.util (0s)
Starting test(python): pyspark.util
Finished test(python): pyspark.util (0s)
Finished test(python): pyspark.sql.readwriter (24s)
Finished test(python): pyspark.sql.udf (13s)
Finished test(python): pyspark.sql.window (14s)
Tests passed in 780 seconds

```

Closes apache#30277 from HyukjinKwon/SPARK-33371.

Authored-by: HyukjinKwon <gurwls223@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
@BryanCutler
Copy link
Member

BryanCutler commented Nov 8, 2020 via email

dongjoon-hyun pushed a commit that referenced this pull request Nov 9, 2020
### What changes were proposed in this pull request?

This PR is a backport of #30277

This PR proposes to fix PySpark to officially support Python 3.9. The main codes already work. We should just note that we support Python 3.9.

Also, this PR fixes some minor fixes into the test codes.
- `Thread.isAlive` is removed in Python 3.9, and `Thread.is_alive` exists in Python 3.6+, see https://docs.python.org/3/whatsnew/3.9.html#removed
- Fixed `TaskContextTestsWithWorkerReuse.test_barrier_with_python_worker_reuse` and `TaskContextTests.test_barrier` to be less flaky. This becomes more flaky in Python 3.9 for some reasons.

NOTE that PyArrow does not support Python 3.9 yet.

### Why are the changes needed?

To officially support Python 3.9.

### Does this PR introduce _any_ user-facing change?

Yes, it officially supports Python 3.9.

### How was this patch tested?

Manually ran the tests:

```
$  ./run-tests --python-executable=python
Running PySpark tests. Output is in /.../spark/python/unit-tests.log
Will test against the following Python executables: ['python']
Will test the following Python modules: ['pyspark-core', 'pyspark-ml', 'pyspark-mllib', 'pyspark-resource', 'pyspark-sql', 'pyspark-streaming']
python python_implementation is CPython
python version is: Python 3.9.0
Starting test(python): pyspark.ml.tests.test_base
Starting test(python): pyspark.ml.tests.test_evaluation
Starting test(python): pyspark.ml.tests.test_algorithms
Starting test(python): pyspark.ml.tests.test_feature
Finished test(python): pyspark.ml.tests.test_base (12s)
Starting test(python): pyspark.ml.tests.test_image
Finished test(python): pyspark.ml.tests.test_evaluation (15s)
Starting test(python): pyspark.ml.tests.test_linalg
Finished test(python): pyspark.ml.tests.test_feature (25s)
Starting test(python): pyspark.ml.tests.test_param
Finished test(python): pyspark.ml.tests.test_image (17s)
Starting test(python): pyspark.ml.tests.test_persistence
Finished test(python): pyspark.ml.tests.test_param (17s)
Starting test(python): pyspark.ml.tests.test_pipeline
Finished test(python): pyspark.ml.tests.test_linalg (30s)
Starting test(python): pyspark.ml.tests.test_stat
Finished test(python): pyspark.ml.tests.test_pipeline (6s)
Starting test(python): pyspark.ml.tests.test_training_summary
Finished test(python): pyspark.ml.tests.test_stat (12s)
Starting test(python): pyspark.ml.tests.test_tuning
Finished test(python): pyspark.ml.tests.test_algorithms (68s)
Starting test(python): pyspark.ml.tests.test_wrapper
Finished test(python): pyspark.ml.tests.test_persistence (51s)
Starting test(python): pyspark.mllib.tests.test_algorithms
Finished test(python): pyspark.ml.tests.test_training_summary (33s)
Starting test(python): pyspark.mllib.tests.test_feature
Finished test(python): pyspark.ml.tests.test_wrapper (19s)
Starting test(python): pyspark.mllib.tests.test_linalg
Finished test(python): pyspark.mllib.tests.test_feature (26s)
Starting test(python): pyspark.mllib.tests.test_stat
Finished test(python): pyspark.mllib.tests.test_stat (22s)
Starting test(python): pyspark.mllib.tests.test_streaming_algorithms
Finished test(python): pyspark.mllib.tests.test_algorithms (53s)
Starting test(python): pyspark.mllib.tests.test_util
Finished test(python): pyspark.mllib.tests.test_linalg (54s)
Starting test(python): pyspark.sql.tests.test_arrow
Finished test(python): pyspark.sql.tests.test_arrow (0s) ... 61 tests were skipped
Starting test(python): pyspark.sql.tests.test_catalog
Finished test(python): pyspark.mllib.tests.test_util (11s)
Starting test(python): pyspark.sql.tests.test_column
Finished test(python): pyspark.sql.tests.test_catalog (16s)
Starting test(python): pyspark.sql.tests.test_conf
Finished test(python): pyspark.sql.tests.test_column (17s)
Starting test(python): pyspark.sql.tests.test_context
Finished test(python): pyspark.sql.tests.test_context (6s) ... 3 tests were skipped
Starting test(python): pyspark.sql.tests.test_dataframe
Finished test(python): pyspark.sql.tests.test_conf (11s)
Starting test(python): pyspark.sql.tests.test_datasources
Finished test(python): pyspark.sql.tests.test_datasources (19s)
Starting test(python): pyspark.sql.tests.test_functions
Finished test(python): pyspark.sql.tests.test_dataframe (35s) ... 3 tests were skipped
Starting test(python): pyspark.sql.tests.test_group
Finished test(python): pyspark.sql.tests.test_functions (32s)
Starting test(python): pyspark.sql.tests.test_pandas_cogrouped_map
Finished test(python): pyspark.sql.tests.test_pandas_cogrouped_map (1s) ... 15 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_grouped_map
Finished test(python): pyspark.sql.tests.test_group (19s)
Starting test(python): pyspark.sql.tests.test_pandas_map
Finished test(python): pyspark.sql.tests.test_pandas_grouped_map (0s) ... 21 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf
Finished test(python): pyspark.sql.tests.test_pandas_map (0s) ... 6 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_grouped_agg
Finished test(python): pyspark.sql.tests.test_pandas_udf (0s) ... 6 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_scalar
Finished test(python): pyspark.sql.tests.test_pandas_udf_grouped_agg (0s) ... 13 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_typehints
Finished test(python): pyspark.sql.tests.test_pandas_udf_scalar (0s) ... 50 tests were skipped
Starting test(python): pyspark.sql.tests.test_pandas_udf_window
Finished test(python): pyspark.sql.tests.test_pandas_udf_typehints (0s) ... 10 tests were skipped
Starting test(python): pyspark.sql.tests.test_readwriter
Finished test(python): pyspark.sql.tests.test_pandas_udf_window (0s) ... 14 tests were skipped
Starting test(python): pyspark.sql.tests.test_serde
Finished test(python): pyspark.sql.tests.test_serde (19s)
Starting test(python): pyspark.sql.tests.test_session
Finished test(python): pyspark.mllib.tests.test_streaming_algorithms (120s)
Starting test(python): pyspark.sql.tests.test_streaming
Finished test(python): pyspark.sql.tests.test_readwriter (25s)
Starting test(python): pyspark.sql.tests.test_types
Finished test(python): pyspark.ml.tests.test_tuning (208s)
Starting test(python): pyspark.sql.tests.test_udf
Finished test(python): pyspark.sql.tests.test_session (31s)
Starting test(python): pyspark.sql.tests.test_utils
Finished test(python): pyspark.sql.tests.test_streaming (35s)
Starting test(python): pyspark.streaming.tests.test_context
Finished test(python): pyspark.sql.tests.test_types (34s)
Starting test(python): pyspark.streaming.tests.test_dstream
Finished test(python): pyspark.sql.tests.test_utils (14s)
Starting test(python): pyspark.streaming.tests.test_kinesis
Finished test(python): pyspark.streaming.tests.test_kinesis (0s) ... 2 tests were skipped
Starting test(python): pyspark.streaming.tests.test_listener
Finished test(python): pyspark.streaming.tests.test_listener (11s)
Starting test(python): pyspark.tests.test_appsubmit
Finished test(python): pyspark.sql.tests.test_udf (39s)
Starting test(python): pyspark.tests.test_broadcast
Finished test(python): pyspark.streaming.tests.test_context (23s)
Starting test(python): pyspark.tests.test_conf
Finished test(python): pyspark.tests.test_conf (15s)
Starting test(python): pyspark.tests.test_context
Finished test(python): pyspark.tests.test_broadcast (33s)
Starting test(python): pyspark.tests.test_daemon
Finished test(python): pyspark.tests.test_daemon (5s)
Starting test(python): pyspark.tests.test_install_spark
Finished test(python): pyspark.tests.test_context (44s)
Starting test(python): pyspark.tests.test_join
Finished test(python): pyspark.tests.test_appsubmit (68s)
Starting test(python): pyspark.tests.test_profiler
Finished test(python): pyspark.tests.test_join (7s)
Starting test(python): pyspark.tests.test_rdd
Finished test(python): pyspark.tests.test_profiler (9s)
Starting test(python): pyspark.tests.test_rddbarrier
Finished test(python): pyspark.tests.test_rddbarrier (7s)
Starting test(python): pyspark.tests.test_readwrite
Finished test(python): pyspark.streaming.tests.test_dstream (107s)
Starting test(python): pyspark.tests.test_serializers
Finished test(python): pyspark.tests.test_serializers (8s)
Starting test(python): pyspark.tests.test_shuffle
Finished test(python): pyspark.tests.test_readwrite (14s)
Starting test(python): pyspark.tests.test_taskcontext
Finished test(python): pyspark.tests.test_install_spark (65s)
Starting test(python): pyspark.tests.test_util
Finished test(python): pyspark.tests.test_shuffle (8s)
Starting test(python): pyspark.tests.test_worker
Finished test(python): pyspark.tests.test_util (5s)
Starting test(python): pyspark.accumulators
Finished test(python): pyspark.accumulators (5s)
Starting test(python): pyspark.broadcast
Finished test(python): pyspark.broadcast (6s)
Starting test(python): pyspark.conf
Finished test(python): pyspark.tests.test_worker (14s)
Starting test(python): pyspark.context
Finished test(python): pyspark.conf (4s)
Starting test(python): pyspark.ml.classification
Finished test(python): pyspark.tests.test_rdd (60s)
Starting test(python): pyspark.ml.clustering
Finished test(python): pyspark.context (21s)
Starting test(python): pyspark.ml.evaluation
Finished test(python): pyspark.tests.test_taskcontext (69s)
Starting test(python): pyspark.ml.feature
Finished test(python): pyspark.ml.evaluation (26s)
Starting test(python): pyspark.ml.fpm
Finished test(python): pyspark.ml.clustering (45s)
Starting test(python): pyspark.ml.functions
Finished test(python): pyspark.ml.fpm (24s)
Starting test(python): pyspark.ml.image
Finished test(python): pyspark.ml.functions (17s)
Starting test(python): pyspark.ml.linalg.__init__
Finished test(python): pyspark.ml.linalg.__init__ (0s)
Starting test(python): pyspark.ml.recommendation
Finished test(python): pyspark.ml.classification (74s)
Starting test(python): pyspark.ml.regression
Finished test(python): pyspark.ml.image (8s)
Starting test(python): pyspark.ml.stat
Finished test(python): pyspark.ml.stat (29s)
Starting test(python): pyspark.ml.tuning
Finished test(python): pyspark.ml.regression (53s)
Starting test(python): pyspark.mllib.classification
Finished test(python): pyspark.ml.tuning (35s)
Starting test(python): pyspark.mllib.clustering
Finished test(python): pyspark.ml.feature (103s)
Starting test(python): pyspark.mllib.evaluation
Finished test(python): pyspark.mllib.classification (33s)
Starting test(python): pyspark.mllib.feature
Finished test(python): pyspark.mllib.evaluation (21s)
Starting test(python): pyspark.mllib.fpm
Finished test(python): pyspark.ml.recommendation (103s)
Starting test(python): pyspark.mllib.linalg.__init__
Finished test(python): pyspark.mllib.linalg.__init__ (1s)
Starting test(python): pyspark.mllib.linalg.distributed
Finished test(python): pyspark.mllib.feature (26s)
Starting test(python): pyspark.mllib.random
Finished test(python): pyspark.mllib.fpm (23s)
Starting test(python): pyspark.mllib.recommendation
Finished test(python): pyspark.mllib.clustering (50s)
Starting test(python): pyspark.mllib.regression
Finished test(python): pyspark.mllib.random (13s)
Starting test(python): pyspark.mllib.stat.KernelDensity
Finished test(python): pyspark.mllib.stat.KernelDensity (1s)
Starting test(python): pyspark.mllib.stat._statistics
Finished test(python): pyspark.mllib.linalg.distributed (42s)
Starting test(python): pyspark.mllib.tree
Finished test(python): pyspark.mllib.stat._statistics (19s)
Starting test(python): pyspark.mllib.util
Finished test(python): pyspark.mllib.regression (33s)
Starting test(python): pyspark.profiler
Finished test(python): pyspark.mllib.recommendation (36s)
Starting test(python): pyspark.rdd
Finished test(python): pyspark.profiler (9s)
Starting test(python): pyspark.resource.tests.test_resources
Finished test(python): pyspark.mllib.tree (19s)
Starting test(python): pyspark.serializers
Finished test(python): pyspark.mllib.util (21s)
Starting test(python): pyspark.shuffle
Finished test(python): pyspark.resource.tests.test_resources (9s)
Starting test(python): pyspark.sql.avro.functions
Finished test(python): pyspark.shuffle (1s)
Starting test(python): pyspark.sql.catalog
Finished test(python): pyspark.rdd (22s)
Starting test(python): pyspark.sql.column
Finished test(python): pyspark.serializers (12s)
Starting test(python): pyspark.sql.conf
Finished test(python): pyspark.sql.conf (6s)
Starting test(python): pyspark.sql.context
Finished test(python): pyspark.sql.catalog (14s)
Starting test(python): pyspark.sql.dataframe
Finished test(python): pyspark.sql.avro.functions (15s)
Starting test(python): pyspark.sql.functions
Finished test(python): pyspark.sql.column (24s)
Starting test(python): pyspark.sql.group
Finished test(python): pyspark.sql.context (20s)
Starting test(python): pyspark.sql.pandas.conversion
Finished test(python): pyspark.sql.pandas.conversion (13s)
Starting test(python): pyspark.sql.pandas.group_ops
Finished test(python): pyspark.sql.group (36s)
Starting test(python): pyspark.sql.pandas.map_ops
Finished test(python): pyspark.sql.pandas.group_ops (21s)
Starting test(python): pyspark.sql.pandas.serializers
Finished test(python): pyspark.sql.pandas.serializers (0s)
Starting test(python): pyspark.sql.pandas.typehints
Finished test(python): pyspark.sql.pandas.typehints (0s)
Starting test(python): pyspark.sql.pandas.types
Finished test(python): pyspark.sql.pandas.types (0s)
Starting test(python): pyspark.sql.pandas.utils
Finished test(python): pyspark.sql.pandas.utils (0s)
Starting test(python): pyspark.sql.readwriter
Finished test(python): pyspark.sql.dataframe (56s)
Starting test(python): pyspark.sql.session
Finished test(python): pyspark.sql.functions (57s)
Starting test(python): pyspark.sql.streaming
Finished test(python): pyspark.sql.pandas.map_ops (12s)
Starting test(python): pyspark.sql.types
Finished test(python): pyspark.sql.types (10s)
Starting test(python): pyspark.sql.udf
Finished test(python): pyspark.sql.streaming (16s)
Starting test(python): pyspark.sql.window
Finished test(python): pyspark.sql.session (19s)
Starting test(python): pyspark.streaming.util
Finished test(python): pyspark.streaming.util (0s)
Starting test(python): pyspark.util
Finished test(python): pyspark.util (0s)
Finished test(python): pyspark.sql.readwriter (24s)
Finished test(python): pyspark.sql.udf (13s)
Finished test(python): pyspark.sql.window (14s)
Tests passed in 780 seconds

```

Closes #30288 from HyukjinKwon/SPARK-33371-3.0.

Authored-by: HyukjinKwon <gurwls223@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
@HyukjinKwon
Copy link
Member Author

@BryanCutler oh sure. it works! thanks.

@HyukjinKwon
Copy link
Member Author

I can confirm that the tests pass with PyArrow latest version and Python 3.9.

@HyukjinKwon HyukjinKwon deleted the SPARK-33371 branch December 7, 2020 02:05
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
4 participants