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Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'debug') and self.debug is not None: _dict['debug'] = self.debug if hasattr(self, 'restart') and self.restart is not None...
Initialize a MessageOutput object from a json dictionary. def _from_dict(cls, _dict): """Initialize a MessageOutput object from a json dictionary.""" args = {} if 'generic' in _dict: args['generic'] = [ DialogRuntimeResponseGeneric._from_dict(x) for x...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'generic') and self.generic is not None: _dict['generic'] = [x._to_dict() for x in self.generic] if hasattr(self, 'intent...
Initialize a MessageOutputDebug object from a json dictionary. def _from_dict(cls, _dict): """Initialize a MessageOutputDebug object from a json dictionary.""" args = {} if 'nodes_visited' in _dict: args['nodes_visited'] = [ DialogNodesVisited._from_dict(x) ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'nodes_visited') and self.nodes_visited is not None: _dict['nodes_visited'] = [x._to_dict() for x in self.nodes_visited] ...
Initialize a MessageResponse object from a json dictionary. def _from_dict(cls, _dict): """Initialize a MessageResponse object from a json dictionary.""" args = {} if 'output' in _dict: args['output'] = MessageOutput._from_dict(_dict.get('output')) else: raise Va...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'output') and self.output is not None: _dict['output'] = self.output._to_dict() if hasattr(self, 'context') and self.cont...
Initialize a RuntimeEntity object from a json dictionary. def _from_dict(cls, _dict): """Initialize a RuntimeEntity object from a json dictionary.""" args = {} if 'entity' in _dict: args['entity'] = _dict.get('entity') else: raise ValueError( 'Req...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'entity') and self.entity is not None: _dict['entity'] = self.entity if hasattr(self, 'location') and self.location is no...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'intent') and self.intent is not None: _dict['intent'] = self.intent if hasattr(self, 'confidence') and self.confidence i...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'session_id') and self.session_id is not None: _dict['session_id'] = self.session_id return _dict
Analyze text. Analyzes text, HTML, or a public webpage for the following features: - Categories - Concepts - Emotion - Entities - Keywords - Metadata - Relations - Semantic roles - Sentiment - Syntax (Experimental). :param...
List models. Lists Watson Knowledge Studio [custom models](https://cloud.ibm.com/docs/services/natural-language-understanding/customizing.html) that are deployed to your Natural Language Understanding service. :param dict headers: A `dict` containing the request headers :return...
Initialize a AnalysisResults object from a json dictionary. def _from_dict(cls, _dict): """Initialize a AnalysisResults object from a json dictionary.""" args = {} if 'language' in _dict: args['language'] = _dict.get('language') if 'analyzed_text' in _dict: args[...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'language') and self.language is not None: _dict['language'] = self.language if hasattr(self, 'analyzed_text') and self.a...
Initialize a AnalysisResultsMetadata object from a json dictionary. def _from_dict(cls, _dict): """Initialize a AnalysisResultsMetadata object from a json dictionary.""" args = {} if 'authors' in _dict: args['authors'] = [ Author._from_dict(x) for x in (_dict.get('au...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'authors') and self.authors is not None: _dict['authors'] = [x._to_dict() for x in self.authors] if hasattr(self, ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'features') and self.features is not None: _dict['features'] = self.features if hasattr(self, 'text_ch...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'name') and self.name is not None: _dict['name'] = self.name return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'limit') and self.limit is not None: _dict['limit'] = self.limit if hasattr(self, 'model') and self.model is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'label') and self.label is not None: _dict['label'] = self.label if hasattr(self, 'score') and self.score is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'limit') and self.limit is not None: _dict['limit'] = self.limit return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'relevance') and self.relevance is not None...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'deleted') and self.deleted is not None: _dict['deleted'] = self.deleted return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'name') and self.name is not None: _dict['name'] = self.name if hasattr(self, 'dbpedia_resource') and ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'emotion') and self.emotion is not None: _dict['emotion'] = self.emotion._to_dict() return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'document') and self.document is not None: _dict['document'] = self.document if hasattr(self, 'targets') and self.targets...
Initialize a EmotionResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a EmotionResult object from a json dictionary.""" args = {} if 'document' in _dict: args['document'] = DocumentEmotionResults._from_dict( _dict.get('document')) ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'anger') and self.anger is not None: _dict['anger'] = self.anger if hasattr(self, 'disgust') and self.disgust is not None...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'limit') and self.limit is not None: _dict['limit'] = self.limit if hasattr(self, 'mentions') and self.mentions is not No...
Initialize a EntitiesResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a EntitiesResult object from a json dictionary.""" args = {} if 'type' in _dict: args['type'] = _dict.get('type') if 'text' in _dict: args['text'] = _dict.get('te...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'type') and self.type is not None: _dict['type'] = self.type if hasattr(self, 'text') and self.text is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'score') and self.score is not None: _dict['score'] = self.score return _dict
Initialize a Features object from a json dictionary. def _from_dict(cls, _dict): """Initialize a Features object from a json dictionary.""" args = {} if 'concepts' in _dict: args['concepts'] = ConceptsOptions._from_dict(_dict.get('concepts')) if 'emotion' in _dict: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'concepts') and self.concepts is not None: _dict['concepts'] = self.concepts._to_dict() if hasattr(self, 'emotion') and s...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'link') and self.link is not None: _dict['link'] = self.link return _dict
Initialize a KeywordsResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a KeywordsResult object from a json dictionary.""" args = {} if 'count' in _dict: args['count'] = _dict.get('count') if 'relevance' in _dict: args['relevance'] = ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'count') and self.count is not None: _dict['count'] = self.count if hasattr(self, 'relevance') and self.relevance is not ...
Initialize a ListModelsResults object from a json dictionary. def _from_dict(cls, _dict): """Initialize a ListModelsResults object from a json dictionary.""" args = {} if 'models' in _dict: args['models'] = [ Model._from_dict(x) for x in (_dict.get('models')) ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'models') and self.models is not None: _dict['models'] = [x._to_dict() for x in self.models] return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'status') and self.status is not None: _dict['status'] = self.status if hasattr(self, 'model_id') and self.model_id is no...
Initialize a RelationArgument object from a json dictionary. def _from_dict(cls, _dict): """Initialize a RelationArgument object from a json dictionary.""" args = {} if 'entities' in _dict: args['entities'] = [ RelationEntity._from_dict(x) for x in (_dict.get('entiti...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'entities') and self.entities is not None: _dict['entities'] = [x._to_dict() for x in self.entities] if hasattr(self, 'lo...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'model') and self.model is not None: _dict['model'] = self.model return _dict
Initialize a RelationsResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a RelationsResult object from a json dictionary.""" args = {} if 'score' in _dict: args['score'] = _dict.get('score') if 'sentence' in _dict: args['sentence'] = ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'score') and self.score is not None: _dict['score'] = self.score if hasattr(self, 'sentence') and self.sentence is not No...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'type') and self.type is not None: _dict['type'] = self.type if hasattr(self, 'text') and self.text is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'limit') and self.limit is not None: _dict['limit'] = self.limit if hasattr(self, 'keywords') and self.keywords is not No...
Initialize a SemanticRolesResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a SemanticRolesResult object from a json dictionary.""" args = {} if 'sentence' in _dict: args['sentence'] = _dict.get('sentence') if 'subject' in _dict: arg...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'sentence') and self.sentence is not None: _dict['sentence'] = self.sentence if hasattr(self, 'subject') and self.subject...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'normalized') and self.normalized is not No...
Initialize a SemanticRolesResultObject object from a json dictionary. def _from_dict(cls, _dict): """Initialize a SemanticRolesResultObject object from a json dictionary.""" args = {} if 'text' in _dict: args['text'] = _dict.get('text') if 'keywords' in _dict: ar...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'keywords') and self.keywords is not None: ...
Initialize a SemanticRolesResultSubject object from a json dictionary. def _from_dict(cls, _dict): """Initialize a SemanticRolesResultSubject object from a json dictionary.""" args = {} if 'text' in _dict: args['text'] = _dict.get('text') if 'entities' in _dict: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'entities') and self.entities is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'tense') and self.tense is not None: ...
Initialize a SentimentResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a SentimentResult object from a json dictionary.""" args = {} if 'document' in _dict: args['document'] = DocumentSentimentResults._from_dict( _dict.get('document')) ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'tokens') and self.tokens is not None: _dict['tokens'] = self.tokens._to_dict() if hasattr(self, 'sentences') and self.se...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'lemma') and self.lemma is not None: _dict['lemma'] = self.lemma if hasattr(self, 'part_of_speech') and self.part_of_spee...
Initialize a SyntaxResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a SyntaxResult object from a json dictionary.""" args = {} if 'tokens' in _dict: args['tokens'] = [ TokenResult._from_dict(x) for x in (_dict.get('tokens')) ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'emotion') and self.emotion is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'score') and self.score is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'text') and self.text is not None: _dict['text'] = self.text if hasattr(self, 'part_of_speech') and self.part_of_speech i...
Update a configuration. Replaces an existing configuration. * Completely replaces the original configuration. * The **configuration_id**, **updated**, and **created** fields are accepted in the request, but they are ignored, and an error is not generated. It is also acceptab...
Create or update expansion list. Create or replace the Expansion list for this collection. The maximum number of expanded terms per collection is `500`. The current expansion list is replaced with the uploaded content. :param str environment_id: The ID of the environment. :para...
Create stopword list. Upload a custom stopword list to use with the specified collection. :param str environment_id: The ID of the environment. :param str collection_id: The ID of the collection. :param file stopword_file: The content of the stopword list to ingest. :param str ...
Long environment queries. Complex queries might be too long for a standard method query. By using this method, you can construct longer queries. However, these queries may take longer to complete than the standard method. For details, see the [Discovery service documentation](https://cl...
Knowledge Graph entity query. See the [Knowledge Graph documentation](https://cloud.ibm.com/docs/services/discovery?topic=discovery-kg#kg) for more details. :param str environment_id: The ID of the environment. :param str collection_id: The ID of the collection. :param ...
Knowledge Graph relationship query. See the [Knowledge Graph documentation](https://cloud.ibm.com/docs/services/discovery?topic=discovery-kg#kg) for more details. :param str environment_id: The ID of the environment. :param str collection_id: The ID of the collection. :...
Add query to training data. Adds a query to the training data for this collection. The query can contain a filter and natural language query. :param str environment_id: The ID of the environment. :param str collection_id: The ID of the collection. :param str natural_language_qu...
Add example to training data query. Adds a example to this training data query. :param str environment_id: The ID of the environment. :param str collection_id: The ID of the collection. :param str query_id: The ID of the query used for training. :param str document_id: The docu...
Create event. The **Events** API can be used to create log entries that are associated with specific queries. For example, you can record which documents in the results set were \"clicked\" by a user and when that click occured. :param str type: The event type to be created. :p...
Percentage of queries with an associated event. The percentage of queries using the **natural_language_query** parameter that have a corresponding \"click\" event over a specified time window. This metric requires having integrated event tracking in your application using the **Events** ...
Search the query and event log. Searches the query and event log to find query sessions that match the specified criteria. Searching the **logs** endpoint uses the standard Discovery query syntax for the parameters that are supported. :param str filter: A cacheable query that excludes ...
Create credentials. Creates a set of credentials to connect to a remote source. Created credentials are used in a configuration to associate a collection with the remote source. **Note:** All credentials are sent over an encrypted connection and encrypted at rest. :param str en...
Initialize a AggregationResult object from a json dictionary. def _from_dict(cls, _dict): """Initialize a AggregationResult object from a json dictionary.""" args = {} if 'key' in _dict: args['key'] = _dict.get('key') if 'matching_results' in _dict: args['matchin...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'key') and self.key is not None: _dict['key'] = self.key if hasattr(self, 'matching_results') and self...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'field') and self.field is not None: _dict['field'] = self.field if hasattr(self, 'value') and self.value is not None: ...
Initialize a Collection object from a json dictionary. def _from_dict(cls, _dict): """Initialize a Collection object from a json dictionary.""" args = {} if 'collection_id' in _dict: args['collection_id'] = _dict.get('collection_id') if 'name' in _dict: args['nam...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'collection_id') and self.collection_id is not None: _dict['collection_id'] = self.collection_id if hasattr(self, 'name')...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'used_bytes') and self.used_bytes is not None: _dict['used_bytes'] = self.used_bytes return _dict
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'available') and self.available is not None: _dict['available'] = self.available if hasattr(self, 'max...
Initialize a Configuration object from a json dictionary. def _from_dict(cls, _dict): """Initialize a Configuration object from a json dictionary.""" args = {} if 'configuration_id' in _dict: args['configuration_id'] = _dict.get('configuration_id') if 'name' in _dict: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'configuration_id') and self.configuration_id is not None: _dict['configuration_id'] = self.configuration_id ...
Initialize a Conversions object from a json dictionary. def _from_dict(cls, _dict): """Initialize a Conversions object from a json dictionary.""" args = {} if 'pdf' in _dict: args['pdf'] = PdfSettings._from_dict(_dict.get('pdf')) if 'word' in _dict: args['word'] ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'pdf') and self.pdf is not None: _dict['pdf'] = self.pdf._to_dict() if hasattr(self, 'word') and self.word is not None: ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'type') and self.type is not None: _dict['type'] = self.type if hasattr(self, 'data') and self.data is not None: ...
Initialize a CredentialDetails object from a json dictionary. def _from_dict(cls, _dict): """Initialize a CredentialDetails object from a json dictionary.""" args = {} if 'credential_type' in _dict: args['credential_type'] = _dict.get('credential_type') if 'client_id' in _di...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'credential_type') and self.credential_type is not None: _dict['credential_type'] = self.credential_type ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'credential_id') and self.credential_id is not None: _dict['credential_id'] = self.credential_id if hasattr(self, 'source...
Initialize a CredentialsList object from a json dictionary. def _from_dict(cls, _dict): """Initialize a CredentialsList object from a json dictionary.""" args = {} if 'credentials' in _dict: args['credentials'] = [ Credentials._from_dict(x) for x in (_dict.get('crede...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'credentials') and self.credentials is not None: _dict['credentials'] = [x._to_dict() for x in self.credentials] return _...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'collection_id') and self.collection_id is not None: _dict['collection_id'] = self.collection_id if hasattr(self, 'status...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'configuration_id') and self.configuration_id is not None: _dict['configuration_id'] = self.configuration_id ...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'credential_id') and self.credential_id is not None: _dict['credential_id'] = self.credential_id if hasattr(self, 'status...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'document_id') and self.document_id is not None: _dict['document_id'] = self.document_id if hasattr(self, 'status') and s...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'environment_id') and self.environment_id is not None: _dict['environment_id'] = self.environment_id if hasattr(self, 'st...
Return a json dictionary representing this model. def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'used_bytes') and self.used_bytes is not None: _dict['used_bytes'] = self.used_bytes if hasattr(self, 'maximum_allowed_by...
Initialize a DocumentAccepted object from a json dictionary. def _from_dict(cls, _dict): """Initialize a DocumentAccepted object from a json dictionary.""" args = {} if 'document_id' in _dict: args['document_id'] = _dict.get('document_id') if 'status' in _dict: a...