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Move cudf._lib.search to cudf.core._internals (#17411)
Contributes to #17317 Authors: - Matthew Roeschke (https://github.com/mroeschke) Approvers: - Bradley Dice (https://github.com/bdice) URL: #17411
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Original file line number | Diff line number | Diff line change |
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@@ -22,7 +22,6 @@ | |
reshape, | ||
rolling, | ||
round, | ||
search, | ||
sort, | ||
stream_compaction, | ||
string_casting, | ||
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,56 @@ | ||
# Copyright (c) 2020-2024, NVIDIA CORPORATION. | ||
from __future__ import annotations | ||
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from typing import TYPE_CHECKING, Literal | ||
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import pylibcudf as plc | ||
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from cudf._lib.column import Column | ||
from cudf.core.buffer import acquire_spill_lock | ||
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if TYPE_CHECKING: | ||
from cudf.core.column import ColumnBase | ||
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@acquire_spill_lock() | ||
def search_sorted( | ||
source: list[ColumnBase], | ||
values: list[ColumnBase], | ||
side: Literal["left", "right"], | ||
ascending: bool = True, | ||
na_position: Literal["first", "last"] = "last", | ||
) -> ColumnBase: | ||
"""Find indices where elements should be inserted to maintain order | ||
Parameters | ||
---------- | ||
source : list of columns | ||
List of columns to search in | ||
values : List of columns | ||
List of value columns to search for | ||
side : str {'left', 'right'} optional | ||
If 'left', the index of the first suitable location is given. | ||
If 'right', return the last such index | ||
""" | ||
# Note: We are ignoring index columns here | ||
column_order = [ | ||
plc.types.Order.ASCENDING if ascending else plc.types.Order.DESCENDING | ||
] * len(source) | ||
null_precedence = [ | ||
plc.types.NullOrder.AFTER | ||
if na_position == "last" | ||
else plc.types.NullOrder.BEFORE | ||
] * len(source) | ||
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func = getattr( | ||
plc.search, | ||
"lower_bound" if side == "left" else "upper_bound", | ||
) | ||
return Column.from_pylibcudf( | ||
func( | ||
plc.Table([col.to_pylibcudf(mode="read") for col in source]), | ||
plc.Table([col.to_pylibcudf(mode="read") for col in values]), | ||
column_order, | ||
null_precedence, | ||
) | ||
) |
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