spark-instrumented-optimizer/python/pyspark/streaming/tests/test_kinesis.py
HyukjinKwon 7c05f61514 [SPARK-28130][PYTHON] Print pretty messages for skipped tests when xmlrunner is available in PySpark
## What changes were proposed in this pull request?

Currently, pretty skipped message added by f7435bec6a mechanism seems not working when xmlrunner is installed apparently.

This PR fixes two things:

1. When `xmlrunner` is installed, seems `xmlrunner` does not respect `vervosity` level in unittests (default is level 1).

    So the output looks as below

    ```
    Running tests...
     ----------------------------------------------------------------------
    SSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSS
    ----------------------------------------------------------------------
    ```

    So it is not caught by our message detection mechanism.

2. If we manually set the `vervocity` level to `xmlrunner`, it prints messages as below:

    ```
    test_mixed_udf (pyspark.sql.tests.test_pandas_udf_scalar.ScalarPandasUDFTests) ... SKIP (0.000s)
    test_mixed_udf_and_sql (pyspark.sql.tests.test_pandas_udf_scalar.ScalarPandasUDFTests) ... SKIP (0.000s)
    ...
    ```

    This is different in our Jenkins machine:

    ```
    test_createDataFrame_column_name_encoding (pyspark.sql.tests.test_arrow.ArrowTests) ... skipped 'Pandas >= 0.23.2 must be installed; however, it was not found.'
    test_createDataFrame_does_not_modify_input (pyspark.sql.tests.test_arrow.ArrowTests) ... skipped 'Pandas >= 0.23.2 must be installed; however, it was not found.'
    ...
    ```

    Note that last `SKIP` is different. This PR fixes the regular expression to catch `SKIP` case as well.

## How was this patch tested?

Manually tested.

**Before:**

```
Starting test(python2.7): pyspark....
Finished test(python2.7): pyspark.... (0s)
...
Tests passed in 562 seconds

========================================================================
...
```

**After:**

```
Starting test(python2.7): pyspark....
Finished test(python2.7): pyspark.... (48s) ... 93 tests were skipped
...
Tests passed in 560 seconds

Skipped tests pyspark.... with python2.7:
      pyspark...(...) ... SKIP (0.000s)
...

========================================================================
...
```

Closes #24927 from HyukjinKwon/SPARK-28130.

Authored-by: HyukjinKwon <gurwls223@apache.org>
Signed-off-by: HyukjinKwon <gurwls223@apache.org>
2019-06-24 09:58:17 +09:00

91 lines
3.7 KiB
Python

#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
# the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
import time
import unittest
from pyspark import StorageLevel
from pyspark.streaming.kinesis import KinesisUtils, InitialPositionInStream
from pyspark.testing.streamingutils import should_test_kinesis, kinesis_requirement_message, \
PySparkStreamingTestCase
@unittest.skipIf(not should_test_kinesis, kinesis_requirement_message)
class KinesisStreamTests(PySparkStreamingTestCase):
def test_kinesis_stream_api(self):
# Don't start the StreamingContext because we cannot test it in Jenkins
KinesisUtils.createStream(
self.ssc, "myAppNam", "mySparkStream",
"https://kinesis.us-west-2.amazonaws.com", "us-west-2",
InitialPositionInStream.LATEST, 2, StorageLevel.MEMORY_AND_DISK_2)
KinesisUtils.createStream(
self.ssc, "myAppNam", "mySparkStream",
"https://kinesis.us-west-2.amazonaws.com", "us-west-2",
InitialPositionInStream.LATEST, 2, StorageLevel.MEMORY_AND_DISK_2,
"awsAccessKey", "awsSecretKey")
def test_kinesis_stream(self):
import random
kinesisAppName = ("KinesisStreamTests-%d" % abs(random.randint(0, 10000000)))
kinesisTestUtils = self.ssc._jvm.org.apache.spark.streaming.kinesis.KinesisTestUtils(2)
try:
kinesisTestUtils.createStream()
aWSCredentials = kinesisTestUtils.getAWSCredentials()
stream = KinesisUtils.createStream(
self.ssc, kinesisAppName, kinesisTestUtils.streamName(),
kinesisTestUtils.endpointUrl(), kinesisTestUtils.regionName(),
InitialPositionInStream.LATEST, 10, StorageLevel.MEMORY_ONLY,
aWSCredentials.getAWSAccessKeyId(), aWSCredentials.getAWSSecretKey())
outputBuffer = []
def get_output(_, rdd):
for e in rdd.collect():
outputBuffer.append(e)
stream.foreachRDD(get_output)
self.ssc.start()
testData = [i for i in range(1, 11)]
expectedOutput = set([str(i) for i in testData])
start_time = time.time()
while time.time() - start_time < 120:
kinesisTestUtils.pushData(testData)
if expectedOutput == set(outputBuffer):
break
time.sleep(10)
self.assertEqual(expectedOutput, set(outputBuffer))
except:
import traceback
traceback.print_exc()
raise
finally:
self.ssc.stop(False)
kinesisTestUtils.deleteStream()
kinesisTestUtils.deleteDynamoDBTable(kinesisAppName)
if __name__ == "__main__":
from pyspark.streaming.tests.test_kinesis import *
try:
import xmlrunner
testRunner = xmlrunner.XMLTestRunner(output='target/test-reports', verbosity=2)
except ImportError:
testRunner = None
unittest.main(testRunner=testRunner, verbosity=2)