- NAME
-
- gcloud ml language classify-text - classifies input document into categories
- SYNOPSIS
-
-
gcloud ml language classify-text
(--content
=CONTENT
|--content-file
=CONTENT_FILE
) [--content-type
=CONTENT_TYPE
; default="plain-text"] [--language
=LANGUAGE
] [GCLOUD_WIDE_FLAG …
]
-
- DESCRIPTION
-
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 ml language classify-text --content='Long Political Text.'
To classify text in file 'myfile.txt':
gcloud ml language classify-text --content-file='myfile.txt'
To classify text in a remote file 'gs://bucket_name/mycontent.html' for Japanese language:
gcloud 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.
-
Exactly one of these must be specified:
- 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
ores
) and BCP-47 (such asen-US
orja-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/v1
API. The full documentation for this API can be found at: https://cloud.google.com/natural-language/ - NOTES
-
These variants are also available:
gcloud alpha ml language classify-text
gcloud beta ml language classify-text
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Last updated 2024-02-06 UTC.