spark-instrumented-optimizer/python/pyspark/ml
Alessandro Patti 4a33cd928d [SPARK-33203][PYTHON][TEST] Fix tests failing with rounding errors
### What changes were proposed in this pull request?

Increase tolerance for two tests that fail in some environments and fail in others (flaky? Pass/fail is constant within the same environment)

### Why are the changes needed?
The tests `pyspark.ml.recommendation` and `pyspark.ml.tests.test_algorithms` fail with
```
File "/home/jenkins/python/pyspark/ml/tests/test_algorithms.py", line 96, in test_raw_and_probability_prediction
    self.assertTrue(np.allclose(result.rawPrediction, expected_rawPrediction, atol=1))
AssertionError: False is not true
```
```
File "/home/jenkins/python/pyspark/ml/recommendation.py", line 256, in _main_.ALS
Failed example:
    predictions[0]
Expected:
    Row(user=0, item=2, newPrediction=0.6929101347923279)
Got:
    Row(user=0, item=2, newPrediction=0.6929104924201965)
...
```

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

No

### How was this patch tested?

This path changes a test target. Just executed the tests to verify they pass.

Closes #30104 from AlessandroPatti/apatti/rounding-errors.

Authored-by: Alessandro Patti <ale812@yahoo.it>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
2020-10-21 18:14:21 -07:00
..
linalg [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
param [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
tests [SPARK-33203][PYTHON][TEST] Fix tests failing with rounding errors 2020-10-21 18:14:21 -07:00
__init__.py [SPARK-32319][PYSPARK] Disallow the use of unused imports 2020-08-08 08:51:57 -07:00
_typing.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
base.py [SPARK-32814][PYTHON] Replace __metaclass__ field with metaclass keyword 2020-09-16 20:22:11 +09:00
base.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
classification.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
classification.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
clustering.py [SPARK-32907][ML] adaptively blockify instances - revert blockify gmm 2020-09-23 15:54:56 +08:00
clustering.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
common.py [SPARK-32138] Drop Python 2.7, 3.4 and 3.5 2020-07-14 11:22:44 +09:00
common.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
evaluation.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
evaluation.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
feature.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
feature.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
fpm.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
fpm.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
functions.py [SPARK-30859][PYSPARK][DOCS][MINOR] Fixed docstring syntax issues preventing proper compilation of documentation 2020-02-18 16:46:45 +09:00
functions.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
image.py [SPARK-32138] Drop Python 2.7, 3.4 and 3.5 2020-07-14 11:22:44 +09:00
image.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
pipeline.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
pipeline.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
recommendation.py [SPARK-33203][PYTHON][TEST] Fix tests failing with rounding errors 2020-10-21 18:14:21 -07:00
recommendation.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
regression.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
regression.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
stat.py [SPARK-32319][PYSPARK] Disallow the use of unused imports 2020-08-08 08:51:57 -07:00
stat.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
tree.py [SPARK-32719][PYTHON] Add Flake8 check missing imports 2020-08-31 11:23:31 +09:00
tree.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
tuning.py [SPARK-32933][PYTHON] Use keyword-only syntax for keyword_only methods 2020-09-23 09:28:33 +09:00
tuning.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
util.py [SPARK-32319][PYSPARK] Disallow the use of unused imports 2020-08-08 08:51:57 -07:00
util.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
wrapper.py [SPARK-32814][PYTHON] Replace __metaclass__ field with metaclass keyword 2020-09-16 20:22:11 +09:00
wrapper.pyi [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00