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2 commits

Author SHA1 Message Date
Yuanjian Li dbbba80b3c [SPARK-26549][PYSPARK] Fix for python worker reuse take no effect for parallelize lazy iterable range
## What changes were proposed in this pull request?

During the follow-up work(#23435) for PySpark worker reuse scenario, we found that the worker reuse takes no effect for `sc.parallelize(xrange(...))`. It happened because of the specialize rdd.parallelize logic for xrange(introduced in #3264) generated data by lazy iterable range, which don't need to use the passed-in iterator. But this will break the end of stream checking in python worker and finally cause worker reuse takes no effect. See more details in [SPARK-26549](https://issues.apache.org/jira/browse/SPARK-26549) description.

We fix this by force using the passed-in iterator.

## How was this patch tested?
New UT in test_worker.py.

Closes #23470 from xuanyuanking/SPARK-26549.

Authored-by: Yuanjian Li <xyliyuanjian@gmail.com>
Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
2019-01-09 11:55:12 +08:00
hyukjinkwon 03306a6df3 [SPARK-26036][PYTHON] Break large tests.py files into smaller files
## What changes were proposed in this pull request?

This PR continues to break down a big large file into smaller files. See https://github.com/apache/spark/pull/23021. It targets to follow https://github.com/numpy/numpy/tree/master/numpy.

Basically this PR proposes to break down `pyspark/tests.py` into ...:

```
pyspark
...
├── testing
...
│   └── utils.py
├── tests
│   ├── __init__.py
│   ├── test_appsubmit.py
│   ├── test_broadcast.py
│   ├── test_conf.py
│   ├── test_context.py
│   ├── test_daemon.py
│   ├── test_join.py
│   ├── test_profiler.py
│   ├── test_rdd.py
│   ├── test_readwrite.py
│   ├── test_serializers.py
│   ├── test_shuffle.py
│   ├── test_taskcontext.py
│   ├── test_util.py
│   └── test_worker.py
...
```

## How was this patch tested?

Existing tests should cover.

`cd python` and .`/run-tests-with-coverage`. Manually checked they are actually being ran.

Each test (not officially) can be ran via:

```bash
SPARK_TESTING=1 ./bin/pyspark pyspark.tests.test_context
```

Note that if you're using Mac and Python 3, you might have to `OBJC_DISABLE_INITIALIZE_FORK_SAFETY=YES`.

Closes #23033 from HyukjinKwon/SPARK-26036.

Authored-by: hyukjinkwon <gurwls223@apache.org>
Signed-off-by: hyukjinkwon <gurwls223@apache.org>
2018-11-15 12:30:52 +08:00