sasctl.services.text_categorization#

class sasctl._services.text_categorization.TextCategorization[source]#

Bases: Service

Categorizes natural language text documents according to a prebuilt or user-defined model.

Methods

`categorize`(documents, model[, caslib, ...])	Parameters:
`delete`(args, *kwargs)	Send a DELETE request.
`get`(args, *kwargs)	Send a GET request.
`get_link`(obj, rel)	Get link information from a resource.
`head`(args, *kwargs)	Send a HEAD request.
`info`()	Version and build information for the service.
`is_available`()	Check if the service is currently available.
`post`(args, *kwargs)	Send a POST request.
`put`(args, *kwargs)	Send a PUT request.
`request`(verb, path[, session, format_])	Send an HTTP request with a session.
`request_link`(obj, rel, **kwargs)	Request a link from a resource.

is_uuid

classmethod categorize(documents, model, caslib=None, id_column=None, text_column=None, description=None, output_postfix=None)[source]#

Parameters:

documentsstr or dict or list_like:: Documents to parse. May be either the URI to a CAS table where the documents are currently stored, or an iterable of strings containing the documents’ text.
modelstr or dict: URI of a CAS table that contains one or more category model binaries.
caslibstr or dict, optional: URI of a caslib in which the documents will be stored. Required if documents is a list of strings.
id_columnstr, optional: The column in documents that contains a unique id for each document. Required if documents is a CAS table URI.
text_columnstr, optional: The column in documents that contains the document text to categorize. Required if documents is a CAS table URI.
descriptionstr, optional: Description to add to the text categorization job.
output_postfixstr, optional: Text to be added to the end of all output table names.

Returns:

RestObj: The submitted job