normalize.hpp
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1 /*
2  * SPDX-FileCopyrightText: Copyright (c) 2020-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
3  * SPDX-License-Identifier: Apache-2.0
4  */
5 #pragma once
6 
7 #include <cudf/column/column.hpp>
10 #include <cudf/utilities/export.hpp>
12 
14 namespace CUDF_EXPORT nvtext {
45 std::unique_ptr<cudf::column> normalize_spaces(
46  cudf::strings_column_view const& input,
49 
95  character_normalizer(bool do_lower_case,
96  cudf::strings_column_view const& special_tokens,
100 
101  struct character_normalizer_impl;
102  std::unique_ptr<character_normalizer_impl> _impl;
103 };
104 
122 std::unique_ptr<character_normalizer> create_character_normalizer(
123  bool do_lower_case,
125  cudf::data_type{cudf::type_id::STRING}, 0, nullptr, nullptr, 0}),
128 
154 std::unique_ptr<cudf::column> normalize_characters(
155  cudf::strings_column_view const& input,
156  character_normalizer const& normalizer,
159  // end of group
161 } // namespace CUDF_EXPORT nvtext
A non-owning, immutable view of device data as a column of elements, some of which may be null as ind...
Indicator for the logical data type of an element in a column.
Definition: types.hpp:286
Given a column-view of strings type, an instance of this class provides a wrapper on this compound co...
Class definition for cudf::column.
column view class definitions
rmm::cuda_stream_view const get_default_stream()
Get the current default stream.
rmm::device_async_resource_ref get_current_device_resource_ref()
Get the current device memory resource reference.
cuda::mr::resource_ref< cuda::mr::device_accessible > device_async_resource_ref
std::unique_ptr< cudf::column > normalize_spaces(cudf::strings_column_view const &input, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Returns a new strings column by normalizing the whitespace in each string in the input column.
std::unique_ptr< character_normalizer > create_character_normalizer(bool do_lower_case, cudf::strings_column_view const &special_tokens=cudf::strings_column_view(cudf::column_view{ cudf::data_type{cudf::type_id::STRING}, 0, nullptr, nullptr, 0}), rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Create a normalizer object.
std::unique_ptr< cudf::column > normalize_characters(cudf::strings_column_view const &input, character_normalizer const &normalizer, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Normalizes the text in input strings column.
@ STRING
String elements.
APIs for getting and setting the current device memory resource.
NVText APIs.
Class definition for cudf::strings_column_view.
Normalizer object to be used with nvtext::normalize_characters.
Definition: normalize.hpp:79
character_normalizer(bool do_lower_case, cudf::strings_column_view const &special_tokens, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=cudf::get_current_device_resource_ref())
Normalizer object constructor.