File: //lib/mysqlsh/lib/python3.8/site-packages/oci/ai_document/models/document_feature.py
# coding: utf-8
# Copyright (c) 2016, 2025, Oracle and/or its affiliates. All rights reserved.
# This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.
# NOTE: This class is auto generated by OracleSDKGenerator. DO NOT EDIT. API Version: 20221109
from oci.util import formatted_flat_dict, NONE_SENTINEL, value_allowed_none_or_none_sentinel # noqa: F401
from oci.decorators import init_model_state_from_kwargs
@init_model_state_from_kwargs
class DocumentFeature(object):
"""
The type of document analysis.
"""
#: A constant which can be used with the feature_type property of a DocumentFeature.
#: This constant has a value of "LANGUAGE_CLASSIFICATION"
FEATURE_TYPE_LANGUAGE_CLASSIFICATION = "LANGUAGE_CLASSIFICATION"
#: A constant which can be used with the feature_type property of a DocumentFeature.
#: This constant has a value of "TEXT_EXTRACTION"
FEATURE_TYPE_TEXT_EXTRACTION = "TEXT_EXTRACTION"
#: A constant which can be used with the feature_type property of a DocumentFeature.
#: This constant has a value of "TABLE_EXTRACTION"
FEATURE_TYPE_TABLE_EXTRACTION = "TABLE_EXTRACTION"
#: A constant which can be used with the feature_type property of a DocumentFeature.
#: This constant has a value of "KEY_VALUE_EXTRACTION"
FEATURE_TYPE_KEY_VALUE_EXTRACTION = "KEY_VALUE_EXTRACTION"
#: A constant which can be used with the feature_type property of a DocumentFeature.
#: This constant has a value of "DOCUMENT_CLASSIFICATION"
FEATURE_TYPE_DOCUMENT_CLASSIFICATION = "DOCUMENT_CLASSIFICATION"
def __init__(self, **kwargs):
"""
Initializes a new DocumentFeature object with values from keyword arguments. This class has the following subclasses and if you are using this class as input
to a service operations then you should favor using a subclass over the base class:
* :class:`~oci.ai_document.models.DocumentClassificationFeature`
* :class:`~oci.ai_document.models.DocumentKeyValueExtractionFeature`
* :class:`~oci.ai_document.models.DocumentLanguageClassificationFeature`
* :class:`~oci.ai_document.models.DocumentTextExtractionFeature`
* :class:`~oci.ai_document.models.DocumentTableExtractionFeature`
The following keyword arguments are supported (corresponding to the getters/setters of this class):
:param feature_type:
The value to assign to the feature_type property of this DocumentFeature.
Allowed values for this property are: "LANGUAGE_CLASSIFICATION", "TEXT_EXTRACTION", "TABLE_EXTRACTION", "KEY_VALUE_EXTRACTION", "DOCUMENT_CLASSIFICATION", 'UNKNOWN_ENUM_VALUE'.
Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
:type feature_type: str
"""
self.swagger_types = {
'feature_type': 'str'
}
self.attribute_map = {
'feature_type': 'featureType'
}
self._feature_type = None
@staticmethod
def get_subtype(object_dictionary):
"""
Given the hash representation of a subtype of this class,
use the info in the hash to return the class of the subtype.
"""
type = object_dictionary['featureType']
if type == 'DOCUMENT_CLASSIFICATION':
return 'DocumentClassificationFeature'
if type == 'KEY_VALUE_EXTRACTION':
return 'DocumentKeyValueExtractionFeature'
if type == 'LANGUAGE_CLASSIFICATION':
return 'DocumentLanguageClassificationFeature'
if type == 'TEXT_EXTRACTION':
return 'DocumentTextExtractionFeature'
if type == 'TABLE_EXTRACTION':
return 'DocumentTableExtractionFeature'
else:
return 'DocumentFeature'
@property
def feature_type(self):
"""
**[Required]** Gets the feature_type of this DocumentFeature.
The type of document analysis requested.
The allowed values are:
- `LANGUAGE_CLASSIFICATION`: Detect the language.
- `TEXT_EXTRACTION`: Recognize text.
- `TABLE_EXTRACTION`: Detect and extract data in tables.
- `KEY_VALUE_EXTRACTION`: Extract form fields.
- `DOCUMENT_CLASSIFICATION`: Identify the type of document.
Allowed values for this property are: "LANGUAGE_CLASSIFICATION", "TEXT_EXTRACTION", "TABLE_EXTRACTION", "KEY_VALUE_EXTRACTION", "DOCUMENT_CLASSIFICATION", 'UNKNOWN_ENUM_VALUE'.
Any unrecognized values returned by a service will be mapped to 'UNKNOWN_ENUM_VALUE'.
:return: The feature_type of this DocumentFeature.
:rtype: str
"""
return self._feature_type
@feature_type.setter
def feature_type(self, feature_type):
"""
Sets the feature_type of this DocumentFeature.
The type of document analysis requested.
The allowed values are:
- `LANGUAGE_CLASSIFICATION`: Detect the language.
- `TEXT_EXTRACTION`: Recognize text.
- `TABLE_EXTRACTION`: Detect and extract data in tables.
- `KEY_VALUE_EXTRACTION`: Extract form fields.
- `DOCUMENT_CLASSIFICATION`: Identify the type of document.
:param feature_type: The feature_type of this DocumentFeature.
:type: str
"""
allowed_values = ["LANGUAGE_CLASSIFICATION", "TEXT_EXTRACTION", "TABLE_EXTRACTION", "KEY_VALUE_EXTRACTION", "DOCUMENT_CLASSIFICATION"]
if not value_allowed_none_or_none_sentinel(feature_type, allowed_values):
feature_type = 'UNKNOWN_ENUM_VALUE'
self._feature_type = feature_type
def __repr__(self):
return formatted_flat_dict(self)
def __eq__(self, other):
if other is None:
return False
return self.__dict__ == other.__dict__
def __ne__(self, other):
return not self == other