spark-instrumented-optimizer/python/pyspark/testing
Xinrong Meng a970f8505d [SPARK-35338][PYTHON] Separate arithmetic operations into data type based structures
### What changes were proposed in this pull request?

The PR is proposed for **pandas APIs on Spark**, in order to separate arithmetic operations shown as below into data-type-based structures.
`__add__, __sub__, __mul__, __truediv__, __floordiv__, __pow__, __mod__,
__radd__, __rsub__, __rmul__, __rtruediv__, __rfloordiv__, __rpow__,__rmod__`

DataTypeOps and subclasses are introduced.

The existing behaviors of each arithmetic operation should be preserved.

### Why are the changes needed?

Currently, the same arithmetic operation of all data types is defined in one function, so it’s difficult to extend the behavior change based on the data types.

Introducing DataTypeOps would be the foundation for [pandas APIs on Spark: Separate basic operations into data type based structures.](https://docs.google.com/document/d/12MS6xK0hETYmrcl5b9pX5lgV4FmGVfpmcSKq--_oQlc/edit?usp=sharing).

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

No.

### How was this patch tested?

Tests are introduced under pyspark.pandas.tests.data_type_ops. One test file per DataTypeOps class.

Closes #32596 from xinrong-databricks/datatypeop_arith_fix.

Authored-by: Xinrong Meng <xinrong.meng@databricks.com>
Signed-off-by: Takuya UESHIN <ueshin@databricks.com>
2021-05-19 19:47:00 -07:00
..
__init__.py [SPARK-26032][PYTHON] Break large sql/tests.py files into smaller files 2018-11-14 14:51:11 +08:00
mllibutils.py [SPARK-26033][SPARK-26034][PYTHON][FOLLOW-UP] Small cleanup and deduplication in ml/mllib tests 2018-12-03 14:03:10 -08:00
mlutils.py [SPARK-33520][ML][PYSPARK] make CrossValidator/TrainValidateSplit/OneVsRest Reader/Writer support Python backend estimator/evaluator 2020-12-04 08:35:50 +08:00
pandasutils.py [SPARK-35338][PYTHON] Separate arithmetic operations into data type based structures 2021-05-19 19:47:00 -07:00
sqlutils.py [SPARK-32714][PYTHON] Initial pyspark-stubs port 2020-09-24 14:15:36 +09:00
streamingutils.py [SPARK-33254][PYTHON][DOCS] Migration to NumPy documentation style in Core (pyspark.*, pyspark.resource.*, etc.) 2020-11-16 10:21:50 +09:00
utils.py [SPARK-34999][PYTHON] Consolidate PySpark testing utils 2021-04-22 13:07:35 -07:00