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generic_ops.py
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58 lines (46 loc) · 1.71 KB
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# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
BigFrames -> Polars compilation for the operations in bigframes.operations.generic_ops.
Please keep implementations in sequential order by op name.
"""
from __future__ import annotations
from typing import TYPE_CHECKING
import bigframes.core.compile.polars.compiler as polars_compiler
from bigframes.operations import generic_ops
if TYPE_CHECKING:
import polars as pl
@polars_compiler.register_op(generic_ops.NotNullOp)
def notnull_op_impl(
compiler: polars_compiler.PolarsExpressionCompiler,
op: generic_ops.NotNullOp, # type: ignore
input: pl.Expr,
) -> pl.Expr:
return input.is_not_null()
@polars_compiler.register_op(generic_ops.IsNullOp)
def isnull_op_impl(
compiler: polars_compiler.PolarsExpressionCompiler,
op: generic_ops.IsNullOp, # type: ignore
input: pl.Expr,
) -> pl.Expr:
return input.is_null()
@polars_compiler.register_op(generic_ops.PyUdfOp)
def py_udf_op_impl(
compiler: polars_compiler.PolarsExpressionCompiler,
op: generic_ops.PyUdfOp, # type: ignore
input: pl.Expr,
) -> pl.Expr:
return input.map_elements(
op.fn, return_dtype=polars_compiler._DTYPE_MAPPING[op._output_type]
)