177 lines
7 KiB
Python
177 lines
7 KiB
Python
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#
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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from typing import overload
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from typing import Union, Callable
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from pyspark.sql._typing import (
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AtomicDataTypeOrString,
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UserDefinedFunctionLike,
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)
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from pyspark.sql.pandas._typing import (
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GroupedMapPandasUserDefinedFunction,
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MapIterPandasUserDefinedFunction,
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CogroupedMapPandasUserDefinedFunction,
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PandasCogroupedMapFunction,
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PandasCogroupedMapUDFType,
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PandasGroupedAggFunction,
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PandasGroupedAggUDFType,
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PandasGroupedMapFunction,
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PandasGroupedMapUDFType,
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PandasMapIterFunction,
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PandasMapIterUDFType,
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PandasScalarIterFunction,
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PandasScalarIterUDFType,
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PandasScalarToScalarFunction,
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PandasScalarToStructFunction,
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PandasScalarUDFType,
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)
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from pyspark import since as since # noqa: F401
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from pyspark.rdd import PythonEvalType as PythonEvalType # noqa: F401
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from pyspark.sql.types import ArrayType, StructType
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class PandasUDFType:
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SCALAR: PandasScalarUDFType
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SCALAR_ITER: PandasScalarIterUDFType
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GROUPED_MAP: PandasGroupedMapUDFType
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GROUPED_AGG: PandasGroupedAggUDFType
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@overload
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def pandas_udf(
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f: PandasScalarToScalarFunction,
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returnType: Union[AtomicDataTypeOrString, ArrayType],
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functionType: PandasScalarUDFType,
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) -> UserDefinedFunctionLike: ...
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@overload
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def pandas_udf(f: Union[AtomicDataTypeOrString, ArrayType], returnType: PandasScalarUDFType) -> Callable[[PandasScalarToScalarFunction], UserDefinedFunctionLike]: ... # type: ignore[misc]
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@overload
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def pandas_udf(f: Union[AtomicDataTypeOrString, ArrayType], *, functionType: PandasScalarUDFType) -> Callable[[PandasScalarToScalarFunction], UserDefinedFunctionLike]: ... # type: ignore[misc]
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@overload
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def pandas_udf(*, returnType: Union[AtomicDataTypeOrString, ArrayType], functionType: PandasScalarUDFType) -> Callable[[PandasScalarToScalarFunction], UserDefinedFunctionLike]: ... # type: ignore[misc]
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@overload
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def pandas_udf(
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f: PandasScalarToStructFunction,
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returnType: Union[StructType, str],
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functionType: PandasScalarUDFType,
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) -> UserDefinedFunctionLike: ...
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@overload
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def pandas_udf(f: Union[StructType, str], returnType: PandasScalarUDFType) -> Callable[[PandasScalarToStructFunction], UserDefinedFunctionLike]: ... # type: ignore[misc]
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@overload
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def pandas_udf(f: Union[StructType, str], *, functionType: PandasScalarUDFType) -> Callable[[PandasScalarToStructFunction], UserDefinedFunctionLike]: ... # type: ignore[misc]
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@overload
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def pandas_udf(*, returnType: Union[StructType, str], functionType: PandasScalarUDFType) -> Callable[[PandasScalarToStructFunction], UserDefinedFunctionLike]: ... # type: ignore[misc]
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@overload
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def pandas_udf(
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f: PandasScalarIterFunction,
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returnType: Union[AtomicDataTypeOrString, ArrayType],
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functionType: PandasScalarIterUDFType,
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) -> UserDefinedFunctionLike: ...
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@overload
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def pandas_udf(
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f: Union[AtomicDataTypeOrString, ArrayType], returnType: PandasScalarIterUDFType
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) -> Callable[[PandasScalarIterFunction], UserDefinedFunctionLike]: ...
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@overload
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def pandas_udf(
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*,
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returnType: Union[AtomicDataTypeOrString, ArrayType],
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functionType: PandasScalarIterUDFType
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) -> Callable[[PandasScalarIterFunction], UserDefinedFunctionLike]: ...
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@overload
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def pandas_udf(
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f: Union[AtomicDataTypeOrString, ArrayType],
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*,
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functionType: PandasScalarIterUDFType
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) -> Callable[[PandasScalarIterFunction], UserDefinedFunctionLike]: ...
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@overload
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def pandas_udf(
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f: PandasGroupedMapFunction,
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returnType: Union[StructType, str],
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functionType: PandasGroupedMapUDFType,
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) -> GroupedMapPandasUserDefinedFunction: ...
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@overload
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def pandas_udf(
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f: Union[StructType, str], returnType: PandasGroupedMapUDFType
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) -> Callable[[PandasGroupedMapFunction], GroupedMapPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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*, returnType: Union[StructType, str], functionType: PandasGroupedMapUDFType
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) -> Callable[[PandasGroupedMapFunction], GroupedMapPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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f: Union[StructType, str], *, functionType: PandasGroupedMapUDFType
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) -> Callable[[PandasGroupedMapFunction], GroupedMapPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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f: PandasGroupedAggFunction,
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returnType: Union[AtomicDataTypeOrString, ArrayType],
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functionType: PandasGroupedAggUDFType,
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) -> UserDefinedFunctionLike: ...
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@overload
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def pandas_udf(
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f: Union[AtomicDataTypeOrString, ArrayType], returnType: PandasGroupedAggUDFType
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) -> Callable[[PandasGroupedAggFunction], UserDefinedFunctionLike]: ...
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@overload
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def pandas_udf(
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*,
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returnType: Union[AtomicDataTypeOrString, ArrayType],
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functionType: PandasGroupedAggUDFType
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) -> Callable[[PandasGroupedAggFunction], UserDefinedFunctionLike]: ...
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@overload
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def pandas_udf(
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f: Union[AtomicDataTypeOrString, ArrayType],
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*,
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functionType: PandasGroupedAggUDFType
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) -> Callable[[PandasGroupedAggFunction], UserDefinedFunctionLike]: ...
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@overload
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def pandas_udf(
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f: PandasMapIterFunction,
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returnType: Union[StructType, str],
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functionType: PandasMapIterUDFType,
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) -> MapIterPandasUserDefinedFunction: ...
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@overload
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def pandas_udf(
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f: Union[StructType, str], returnType: PandasMapIterUDFType
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) -> Callable[[PandasMapIterFunction], MapIterPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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*, returnType: Union[StructType, str], functionType: PandasMapIterUDFType
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) -> Callable[[PandasMapIterFunction], MapIterPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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f: Union[StructType, str], *, functionType: PandasMapIterUDFType
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) -> Callable[[PandasMapIterFunction], MapIterPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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f: PandasCogroupedMapFunction,
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returnType: Union[StructType, str],
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functionType: PandasCogroupedMapUDFType,
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) -> CogroupedMapPandasUserDefinedFunction: ...
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@overload
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def pandas_udf(
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f: Union[StructType, str], returnType: PandasCogroupedMapUDFType
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) -> Callable[[PandasCogroupedMapFunction], CogroupedMapPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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*, returnType: Union[StructType, str], functionType: PandasCogroupedMapUDFType
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) -> Callable[[PandasCogroupedMapFunction], CogroupedMapPandasUserDefinedFunction]: ...
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@overload
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def pandas_udf(
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f: Union[StructType, str], *, functionType: PandasCogroupedMapUDFType
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) -> Callable[[PandasCogroupedMapFunction], CogroupedMapPandasUserDefinedFunction]: ...
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