Github user ajaysaini725 commented on a diff in the pull request:
https://github.com/apache/spark/pull/18888#discussion_r132595823
--- Diff: python/pyspark/ml/tests.py ---
@@ -1142,6 +1142,35 @@ def test_nested_pipeline_persistence(self):
except OSError:
pass
+ def test_python_transformer_pipeline_persistence(self):
+ """
+ Pipeline[MockUnaryTransformer, Binarizer]
+ """
+ temp_path = tempfile.mkdtemp()
+
+ try:
+ df = self.spark.range(0, 10).toDF('input')
+ tf = MockUnaryTransformer(shiftVal=2)\
+ .setInputCol("input").setOutputCol("shiftedInput")
+ tf2 = Binarizer(threshold=6, inputCol="shiftedInput",
outputCol="binarized")
+ pl = Pipeline(stages=[tf, tf2])
+ model = pl.fit(df)
+
+ pipeline_path = temp_path + "/pipeline"
+ pl.save(pipeline_path)
+ loaded_pipeline = Pipeline.load(pipeline_path)
+ self._compare_pipelines(pl, loaded_pipeline)
+
+ model_path = temp_path + "/pipeline-model"
+ model.save(model_path)
+ loaded_model = PipelineModel.load(model_path)
+ self._compare_pipelines(model, loaded_model)
+ finally:
+ try:
+ rmtree(temp_path)
--- End diff --
This is the same pattern that exists in all other tests so I just followed
it for this one.
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