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numpy.timedelta64 not supported in type hint?
Hello, I have a function which which I've added a type hint of type np.timedelta64. This raises : TypeError: Type <class 'numpy.timedelta64'> was not understood.
I didnt see any callouts about this type not supported in the docs, but might have missed something! I am on koalas 1.3.0
Full stack:
<command-1861211090114748> in <module>
----> 1 journeys_df = mmdf.groupby(['uid','ProductMasterId'], as_index=False).apply(make_a_journey)
2 print(type(journeys_df))
/databricks/python/lib/python3.7/site-packages/databricks/koalas/usage_logging/__init__.py in wrapper(*args, **kwargs)
178 start = time.perf_counter()
179 try:
--> 180 res = func(*args, **kwargs)
181 logger.log_success(
182 class_name, function_name, time.perf_counter() - start, signature
/databricks/python/lib/python3.7/site-packages/databricks/koalas/groupby.py in apply(self, func, *args, **kwargs)
1112 return_schema = kdf_from_pandas._internal.spark_frame.drop(*HIDDEN_COLUMNS).schema
1113 else:
-> 1114 return_type = infer_return_type(func)
1115 if not is_series_groupby and isinstance(return_type, SeriesType):
1116 raise TypeError(
/databricks/python/lib/python3.7/site-packages/databricks/koalas/typedef/typehints.py in infer_return_type(f)
262 names = [p.name for p in parameters if issubclass(p, NameTypeHolder)]
263 types = [p.tpe for p in parameters if issubclass(p, NameTypeHolder)]
--> 264 return DataFrameType([as_spark_type(t) for t in types], names)
265 return DataFrameType([as_spark_type(t) for t in parameters])
266 inner = as_spark_type(tpe)
/databricks/python/lib/python3.7/site-packages/databricks/koalas/typedef/typehints.py in <listcomp>(.0)
262 names = [p.name for p in parameters if issubclass(p, NameTypeHolder)]
263 types = [p.tpe for p in parameters if issubclass(p, NameTypeHolder)]
--> 264 return DataFrameType([as_spark_type(t) for t in types], names)
265 return DataFrameType([as_spark_type(t) for t in parameters])
266 inner = as_spark_type(tpe)
/databricks/python/lib/python3.7/site-packages/databricks/koalas/typedef/typehints.py in as_spark_type(tpe)
126 return types.ArrayType(types.StringType())
127 else:
--> 128 raise TypeError("Type %s was not understood." % tpe)
129
Hi @darshats, Thanks for trying Koalas.
Unfortunately Koalas doesn't support np.timedelta64, not only in type hints but as a whole, so far.
We'll add a documentation about supported types soon.
Thanks.