MLGroundTruthMixin#

class squirro_client.topic.MLGroundTruthMixin#

Bases: object

Methods Summary

delete_groundtruth(project_id, groundtruth_id)

Delete Ground Truth

delete_groundtruth_label(project_id, ...)

Delete labeled extract

delete_groundtruth_rule(project_id, ...)

Delete rule

get_groundtruth(project_id, groundtruth_id)

Get a single Ground Truth.

get_groundtruth_item(project_id, ...[, ...])

Returns a item of the provided project enriched with Ground Truth data.

get_groundtruth_items(project_id, groundtruth_id)

Returns items for the provided project enriched with Ground Truth data.

get_groundtruth_label(project_id, ...)

Get a single labeled extract from a Ground Truth.

get_groundtruth_labels(project_id, ...[, ...])

Return the labeled extract of a ground truth for a project in a list.

get_groundtruth_rule(project_id, ...)

Get a single rule of the Ground Truth.

get_groundtruth_rules(project_id, groundtruth_id)

Get all rules for the Ground Truth.

get_groundtruths(project_id)

Return all ground truth for a project in a list.

modify_groundtruth(project_id, groundtruth_id)

Modify an existing Ground Truth.

modify_groundtruth_label(project_id, ...[, ...])

Modify an existing labeled extract.

modify_groundtruth_rule(project_id, ...)

Modify an existing rule.

new_groundtruth(project_id, name, config)

Create a new Ground Truth.

new_groundtruth_label(project_id, ...)

Create a new labeled extract.

new_groundtruth_labels(project_id, ...)

Create multiple labeled extracts.

new_groundtruth_rule(project_id, ...)

Create a new rule in Ground Truth.

Methods Documentation

delete_groundtruth(project_id, groundtruth_id)#

Delete Ground Truth

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth.

delete_groundtruth_label(project_id, groundtruth_id, label_id)#

Delete labeled extract

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth.

  • label_id – Id of the labeled extract

delete_groundtruth_rule(project_id, groundtruth_id, rule_id)#

Delete rule

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth.

  • rule_id – Id of the rule

get_groundtruth(project_id, groundtruth_id)#

Get a single Ground Truth.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the GroundTruth

get_groundtruth_item(project_id, groundtruth_id, item_id, highlight_query='', user_id=None, temporal_version='2023-03-24T13:52:33.116424', label=None, include_sentences=False)#

Returns a item of the provided project enriched with Ground Truth data.

Parameters

  • project_id – Id of the Squirro project

  • groundtruth_id – Id of the GroundTruth

  • item_id – Id of the item

  • highlight_query – query containing highlight information

  • user_id – Id of the user to filter Ground Truth by

  • temporal_version – Temporal version of the Ground Truth

  • label – Label tag to filter Ground Truth by

  • include_sentences – Flag to return documents split in sentences

Returns

get_groundtruth_items(project_id, groundtruth_id, user_id=None, temporal_version=None, label=None, labelled_filter=None, **kwargs)#

Returns items for the provided project enriched with Ground Truth data.

Parameters

  • project_id – Id of the Squirro project

  • groundtruth_id – Id of the GroundTruth

  • user_id – Id of the user to filter Ground Truth by

  • temporal_version – temporal version of the Ground Truth

  • label – label to filter Ground Truth by

  • labelled_filter – filter if all items, only the already labelled or only the unlabelled items should get returned (accepted values:’all’,’labelled’ and ‘not_labelled’)

  • kwargs – Additional query parameters. All keyword arguments are passed on verbatim to the API.

Returns

get_groundtruth_label(project_id, groundtruth_id, label_id)#

Get a single labeled extract from a Ground Truth.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the GroundTruth

  • label_id – Id of the labeled extract

get_groundtruth_labels(project_id, groundtruth_id, user_id=None, temporal_version=None, label=None, extract_query=None, item_ids=[], count=None, start=None)#

Return the labeled extract of a ground truth for a project in a list.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the GroundTruth

  • user_id – Id of the user to filter Ground Truth by

  • temporal_version – temporal version of the Ground Truth

  • label – label to filter Ground Truth by

Param

item_ids: item_ids to filter Ground Truth by

Param

count: num of elements to retrieve of the Ground Truth

Param

start: pagination offset for the retrieval of the Ground Truth

get_groundtruth_rule(project_id, groundtruth_id, rule_id)#

Get a single rule of the Ground Truth.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the GroundTruth

  • rule_id – Id of the rule

get_groundtruth_rules(project_id, groundtruth_id)#

Get all rules for the Ground Truth.

Parameters

  • project_id – Id of the Squirro project

  • groundtruth_id – Id of the GroundTruth

get_groundtruths(project_id)#

Return all ground truth for a project in a list.

Parameters

project_id – Id of the Squirro project.

modify_groundtruth(project_id, groundtruth_id, name=None, config=None)#

Modify an existing Ground Truth.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth.

  • name – Name of the Ground Truth.

  • config – Dictionary of Ground Truth config.

modify_groundtruth_label(project_id, groundtruth_id, label_id, validity, label=None)#

Modify an existing labeled extract.

Parameters

  • project_id – Id of the Squirro project

  • groundtruth_id – Id of the Ground Truth

  • label_id – Id of the labeled extract

  • validity – validity of the labeled extract

  • label – label of the labeled extract

modify_groundtruth_rule(project_id, groundtruth_id, rule_id, rule)#

Modify an existing rule.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth.

  • rule_id – Id of the rule

  • rule – information of the rule.

new_groundtruth(project_id, name, config)#

Create a new Ground Truth.

Parameters

  • project_id – Id of the Squirro project.

  • name – Name of the Ground Truth.

  • config – Ground Truth Config.

new_groundtruth_label(project_id, groundtruth_id, label)#

Create a new labeled extract.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth

  • label – information of the labeled extract.

new_groundtruth_labels(project_id, groundtruth_id, labels)#

Create multiple labeled extracts.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth.

  • labels – list of dicts, where each dict contains information of a labeled extract.

new_groundtruth_rule(project_id, groundtruth_id, rule)#

Create a new rule in Ground Truth.

Parameters

  • project_id – Id of the Squirro project.

  • groundtruth_id – Id of the Ground Truth

  • rule – information of the rule.