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DocumentExtractionSkill Class

A skill that extracts content from a file within the enrichment pipeline.

Constructor

DocumentExtractionSkill(*args: Any, **kwargs: Any)

Variables

Name	Description
name	str The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.
description	str The description of the skill which describes the inputs, outputs, and usage of the skill.
context	str Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.
inputs	list[InputFieldMappingEntry] Inputs of the skills could be a column in the source data set, or the output of an upstream skill. Required.
outputs	list[OutputFieldMappingEntry] The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill. Required.
parsing_mode	str The parsingMode for the skill. Will be set to 'default' if not defined.
data_to_extract	str The type of data to be extracted for the skill. Will be set to 'contentAndMetadata' if not defined.
configuration	dict[str, any] A dictionary of configurations for the skill.
odata_type	str A URI fragment specifying the type of skill. Required. Default value is "#Microsoft.Skills.Util.DocumentExtractionSkill".

Methods

as_dict	Return a dict that can be turned into json using json.dump.
clear	Remove all items from D.
copy
get	Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: D[k] if k in D, else d. :rtype: any
items
keys
pop	Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.
popitem	Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if D is empty.
setdefault	Same as calling D.get(k, d), and setting D[k]=d if k not found :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: D[k] if k in D, else d. :rtype: any
update	Updates D from mapping/iterable E and F. :param any args: Either a mapping object or an iterable of key-value pairs.
values

as_dict

Return a dict that can be turned into json using json.dump.

as_dict(*, exclude_readonly: bool = False) -> dict[str, Any]

Keyword-Only Parameters

Name	Description
exclude_readonly	bool Whether to remove the readonly properties. Default value: False

Returns

Type	Description
dict	A dict JSON compatible object

clear

Remove all items from D.

clear() -> None

copy

copy() -> Model

get

Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: D[k] if k in D, else d. :rtype: any

get(key: str, default: Any = None) -> Any

Parameters

Name	Description
key Required
default	Default value: None

items

items() -> ItemsView[str, Any]

Returns

Type	Description
ItemsView	set-like object providing a view on D's items

keys

keys() -> KeysView[str]

Returns

Type	Description
KeysView	a set-like object providing a view on D's keys

pop

Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.

pop(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

popitem

Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if D is empty.

popitem() -> tuple[str, Any]

setdefault

Same as calling D.get(k, d), and setting D[k]=d if k not found :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: D[k] if k in D, else d. :rtype: any

setdefault(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

update

Updates D from mapping/iterable E and F. :param any args: Either a mapping object or an iterable of key-value pairs.

update(*args: Any, **kwargs: Any) -> None

values

values() -> ValuesView[Any]

Returns

Type	Description
ValuesView	an object providing a view on D's values

Attributes

configuration

A dictionary of configurations for the skill.

configuration: dict[str, Any] | None

context

Represents the level at which operations take place, such as the document root or document content (for example, /document or /document/content). The default is /document.

context: str | None

data_to_extract

The type of data to be extracted for the skill. Will be set to 'contentAndMetadata' if not defined.

data_to_extract: str | None

description

The description of the skill which describes the inputs, outputs, and usage of the skill.

description: str | None

inputs

Inputs of the skills could be a column in the source data set, or the output of an upstream skill. Required.

inputs: list['_models.InputFieldMappingEntry']

name

The name of the skill which uniquely identifies it within the skillset. A skill with no name defined will be given a default name of its 1-based index in the skills array, prefixed with the character '#'.

name: str | None

odata_type

A URI fragment specifying the type of skill. Required. Default value is "#Microsoft.Skills.Util.DocumentExtractionSkill".

odata_type: Literal['#Microsoft.Skills.Util.DocumentExtractionSkill']

outputs

The output of a skill is either a field in a search index, or a value that can be consumed as an input by another skill. Required.

outputs: list['_models.OutputFieldMappingEntry']

parsing_mode

The parsingMode for the skill. Will be set to 'default' if not defined.

parsing_mode: str | None

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