.. _f-opstringnormalizer:

module ``onnxrt.ops_cpu.op_string_normalizer``
==============================================





.. inheritance-diagram:: mlprodict.onnxrt.ops_cpu.op_string_normalizer


Short summary
+++++++++++++

module ``mlprodict.onnxrt.ops_cpu.op_string_normalizer``

Runtime operator.


:githublink:`%|py|7`




Classes
+++++++

+--------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+
| class                                                                                      | truncated documentation                                                                                              |
+============================================================================================+======================================================================================================================+
| :class:`StringNormalizer <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer>` | The operator is not really threadsafe as python cannot play with two locales at the same time. stop words should ... |
+--------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

+----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| property                                                                                                             | truncated documentation                                                                                               |
+======================================================================================================================+=======================================================================================================================+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.args_default>`                   | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+----------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

+----------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| method                                                                                                               | truncated documentation                                                                                                                                                                                                      |
+======================================================================================================================+==============================================================================================================================================================================================================================+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.__init__>`                        |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_remove_stopwords <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer._remove_stopwords>`      |                                                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer._run>`                                | Normalizes strings.                                                                                                                                                                                                          |
+----------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :py:meth:`_run_column <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer._run_column>`                  | Normalizes string in a columns.                                                                                                                                                                                              |
+----------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| :meth:`strip_accents_unicode <mlprodict.onnxrt.ops_cpu.op_string_normalizer.StringNormalizer.strip_accents_unicode>` | Transforms accentuated unicode symbols into their simple counterpart. Source: `sklearn/feature_extraction/text.py <https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/ feature_extraction/text.py#L115>`_. ... |
+----------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+


Documentation
+++++++++++++

.. automodule:: mlprodict.onnxrt.ops_cpu.op_string_normalizer
    :members:
    :special-members: __init__
    :show-inheritance: