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Contributes to #15162 Authors: - Matthew Roeschke (https://github.com/mroeschke) Approvers: - James Lamb (https://github.com/jameslamb) - Vyas Ramasubramani (https://github.com/vyasr) URL: #17025
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@@ -21,6 +21,7 @@ This page provides API documentation for pylibcudf. | |
groupby | ||
interop | ||
join | ||
json | ||
labeling | ||
lists | ||
merge | ||
|
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@@ -0,0 +1,6 @@ | ||
==== | ||
json | ||
==== | ||
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.. automodule:: pylibcudf.json | ||
:members: |
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@@ -1,84 +1,26 @@ | ||
# Copyright (c) 2021-2024, NVIDIA CORPORATION. | ||
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from libcpp.memory cimport unique_ptr | ||
from libcpp.utility cimport move | ||
import pylibcudf as plc | ||
from pylibcudf.json cimport GetJsonObjectOptions | ||
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from cudf.core.buffer import acquire_spill_lock | ||
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from pylibcudf.libcudf.column.column cimport column | ||
from pylibcudf.libcudf.column.column_view cimport column_view | ||
from pylibcudf.libcudf.scalar.scalar cimport string_scalar | ||
from pylibcudf.libcudf.strings.json cimport ( | ||
get_json_object as cpp_get_json_object, | ||
get_json_object_options, | ||
) | ||
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from cudf._lib.column cimport Column | ||
from cudf._lib.scalar cimport DeviceScalar | ||
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@acquire_spill_lock() | ||
def get_json_object( | ||
Column col, object py_json_path, GetJsonObjectOptions options): | ||
Column col, | ||
object py_json_path, | ||
GetJsonObjectOptions options | ||
): | ||
""" | ||
Apply a JSONPath string to all rows in an input column | ||
of json strings. | ||
""" | ||
cdef unique_ptr[column] c_result | ||
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cdef column_view col_view = col.view() | ||
cdef DeviceScalar json_path = py_json_path.device_value | ||
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cdef const string_scalar* scalar_json_path = <const string_scalar*>( | ||
json_path.get_raw_ptr() | ||
plc_column = plc.json.get_json_object( | ||
col.to_pylibcudf(mode="read"), | ||
py_json_path.device_value.c_value, | ||
options | ||
) | ||
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with nogil: | ||
c_result = move(cpp_get_json_object( | ||
col_view, | ||
scalar_json_path[0], | ||
options.options, | ||
)) | ||
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return Column.from_unique_ptr(move(c_result)) | ||
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cdef class GetJsonObjectOptions: | ||
cdef get_json_object_options options | ||
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def __init__( | ||
self, | ||
*, | ||
allow_single_quotes=False, | ||
strip_quotes_from_single_strings=True, | ||
missing_fields_as_nulls=False | ||
): | ||
self.options.set_allow_single_quotes(allow_single_quotes) | ||
self.options.set_strip_quotes_from_single_strings( | ||
strip_quotes_from_single_strings | ||
) | ||
self.options.set_missing_fields_as_nulls(missing_fields_as_nulls) | ||
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@property | ||
def allow_single_quotes(self): | ||
return self.options.get_allow_single_quotes() | ||
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@property | ||
def strip_quotes_from_single_strings(self): | ||
return self.options.get_strip_quotes_from_single_strings() | ||
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@property | ||
def missing_fields_as_nulls(self): | ||
return self.options.get_missing_fields_as_nulls() | ||
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@allow_single_quotes.setter | ||
def allow_single_quotes(self, val): | ||
self.options.set_allow_single_quotes(val) | ||
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@strip_quotes_from_single_strings.setter | ||
def strip_quotes_from_single_strings(self, val): | ||
self.options.set_strip_quotes_from_single_strings(val) | ||
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@missing_fields_as_nulls.setter | ||
def missing_fields_as_nulls(self, val): | ||
self.options.set_missing_fields_as_nulls(val) | ||
return Column.from_pylibcudf(plc_column) |
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|
@@ -27,6 +27,7 @@ set(cython_sources | |
groupby.pyx | ||
interop.pyx | ||
join.pyx | ||
json.pyx | ||
labeling.pyx | ||
lists.pyx | ||
merge.pyx | ||
|
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@@ -0,0 +1,16 @@ | ||
# Copyright (c) 2024, NVIDIA CORPORATION. | ||
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from pylibcudf.column cimport Column | ||
from pylibcudf.libcudf.json cimport get_json_object_options | ||
from pylibcudf.scalar cimport Scalar | ||
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cdef class GetJsonObjectOptions: | ||
cdef get_json_object_options options | ||
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cpdef Column get_json_object( | ||
Column col, | ||
Scalar json_path, | ||
GetJsonObjectOptions options=* | ||
) |
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# Copyright (c) 2024, NVIDIA CORPORATION. | ||
|
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from cython.operator cimport dereference | ||
from libcpp cimport bool | ||
from libcpp.memory cimport unique_ptr | ||
from libcpp.utility cimport move | ||
from pylibcudf.column cimport Column | ||
from pylibcudf.libcudf cimport json as cpp_json | ||
from pylibcudf.libcudf.column.column cimport column | ||
from pylibcudf.libcudf.scalar.scalar cimport string_scalar | ||
from pylibcudf.scalar cimport Scalar | ||
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cdef class GetJsonObjectOptions: | ||
"""Settings for ``get_json_object()``""" | ||
def __init__( | ||
self, | ||
*, | ||
allow_single_quotes=False, | ||
strip_quotes_from_single_strings=True, | ||
missing_fields_as_nulls=False | ||
): | ||
self.set_allow_single_quotes(allow_single_quotes) | ||
self.set_strip_quotes_from_single_strings( | ||
strip_quotes_from_single_strings | ||
) | ||
self.set_missing_fields_as_nulls(missing_fields_as_nulls) | ||
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def get_allow_single_quotes(self): | ||
""" | ||
Returns true/false depending on whether single-quotes for representing strings | ||
are allowed. | ||
Returns | ||
------- | ||
bool | ||
true if single-quotes are allowed, false otherwise. | ||
""" | ||
return self.options.get_allow_single_quotes() | ||
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def get_strip_quotes_from_single_strings(self): | ||
""" | ||
Returns true/false depending on whether individually returned string values have | ||
their quotes stripped. | ||
Returns | ||
------- | ||
bool | ||
true if individually returned string values have their quotes stripped. | ||
""" | ||
return self.options.get_strip_quotes_from_single_strings() | ||
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def get_missing_fields_as_nulls(self): | ||
""" | ||
Whether a field not contained by an object is to be interpreted as null. | ||
Returns | ||
------- | ||
bool | ||
true if missing fields are interpreted as null. | ||
""" | ||
return self.options.get_missing_fields_as_nulls() | ||
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def set_allow_single_quotes(self, bool val): | ||
""" | ||
Set whether single-quotes for strings are allowed. | ||
Parameters | ||
---------- | ||
val : bool | ||
Whether to allow single quotes | ||
Returns | ||
------- | ||
None | ||
""" | ||
self.options.set_allow_single_quotes(val) | ||
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def set_strip_quotes_from_single_strings(self, bool val): | ||
""" | ||
Set whether individually returned string values have their quotes stripped. | ||
Parameters | ||
---------- | ||
val : bool | ||
Whether to strip quotes from single strings. | ||
Returns | ||
------- | ||
None | ||
""" | ||
self.options.set_strip_quotes_from_single_strings(val) | ||
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def set_missing_fields_as_nulls(self, bool val): | ||
""" | ||
Set whether missing fields are interpreted as null. | ||
Parameters | ||
---------- | ||
val : bool | ||
Whether to treat missing fields as nulls. | ||
Returns | ||
------- | ||
None | ||
""" | ||
self.options.set_missing_fields_as_nulls(val) | ||
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cpdef Column get_json_object( | ||
Column col, | ||
Scalar json_path, | ||
GetJsonObjectOptions options=None | ||
): | ||
""" | ||
Apply a JSONPath string to all rows in an input strings column. | ||
For details, see :cpp:func:`cudf::get_json_object` | ||
Parameters | ||
---------- | ||
col : Column | ||
The input strings column. Each row must contain a valid json string. | ||
json_path : Scalar | ||
The JSONPath string to be applied to each row. | ||
options : GetJsonObjectOptions | ||
Options for controlling the behavior of the function. | ||
Returns | ||
------- | ||
Column | ||
New strings column containing the retrieved json object strings. | ||
""" | ||
cdef unique_ptr[column] c_result | ||
cdef string_scalar* c_json_path = <string_scalar*>( | ||
json_path.c_obj.get() | ||
) | ||
if options is None: | ||
options = GetJsonObjectOptions() | ||
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cdef cpp_json.get_json_object_options c_options = options.options | ||
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with nogil: | ||
c_result = move( | ||
cpp_json.get_json_object( | ||
col.view(), | ||
dereference(c_json_path), | ||
c_options | ||
) | ||
) | ||
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return Column.from_libcudf(move(c_result)) |
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