gcloud beta ml language classify-text

NAME

gcloud beta ml language classify-text - classifies input document into categories

SYNOPSIS

gcloud beta ml language classify-text (--content=CONTENT     | --content-file=CONTENT_FILE) [--content-type=CONTENT_TYPE; default="plain-text"] [--language=LANGUAGE] [GCLOUD_WIDE_FLAG …]

DESCRIPTION

(BETA) Classifies input document into categories. Returns a list of categories representing the document. Only the most relevant categories a document are returned e.g. if /Science and /Science/Astronomy both apply to a document, then only the /Science/Astronomy category is returned, as it is the more specific result.

Currently only English is supported for this feature.

EXAMPLES

To classify text in raw content 'Long Political Text.':

gcloud beta ml language classify-text --content='Long Political Text.'

To classify text in file 'myfile.txt':

gcloud beta ml language classify-text --content-file='myfile.txt'

To classify text in a remote file 'gs://bucket_name/mycontent.html' for Japanese language:

gcloud beta ml language classify-text --content-file='gs://bucket_name/mycontent.html' --content-type=HTML --language=ja-JP

REQUIRED FLAGS

Exactly one of these must be specified:

--content=CONTENT

Specify input text on the command line. Useful for experiments, or for extremely short text.

--content-file=CONTENT_FILE

Specify a local file or Google Cloud Storage (format gs://bucket/object) file path containing the text to be analyzed. More useful for longer text or data output from another system.

OPTIONAL FLAGS

--content-type=CONTENT_TYPE; default="plain-text"

Specify the format of the input text. CONTENT_TYPE must be one of: html, plain-text.

--language=LANGUAGE

Specify the language of the input text. If omitted, the server will attempt to auto-detect. Both ISO (such as en or es) and BCP-47 (such as en-US or ja-JP) language codes are accepted.

GCLOUD WIDE FLAGS

These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.

Run $ gcloud help for details.

API REFERENCE

This command uses the language/v1beta2 API. The full documentation for this API can be found at: https://cloud.google.com/natural-language/

NOTES

This command is currently in beta and might change without notice. These variants are also available:

gcloud ml language classify-text

gcloud alpha ml language classify-text