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80 lines
3 KiB
Text
80 lines
3 KiB
Text
NAME
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gcloud alpha ml language classify-text - classifies input document into
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categories
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SYNOPSIS
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gcloud alpha ml language classify-text
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(--content=CONTENT | --content-file=CONTENT_FILE)
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[--content-type=CONTENT_TYPE; default="plain-text"]
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[--language=LANGUAGE] [GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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(ALPHA) Classifies input document into categories. Returns a list of
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categories representing the document. Only the most relevant categories a
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document are returned e.g. if /Science and /Science/Astronomy both apply to
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a document, then only the /Science/Astronomy category is returned, as it is
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the more specific result.
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Currently only English is supported for this feature.
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EXAMPLES
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To classify text in raw content 'Long Political Text.':
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$ gcloud alpha ml language classify-text \
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--content='Long Political Text.'
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To classify text in file 'myfile.txt':
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$ gcloud alpha ml language classify-text --content-file='myfile.txt'
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To classify text in a remote file 'gs://bucket_name/mycontent.html' for
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Japanese language:
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$ gcloud alpha ml language classify-text \
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--content-file='gs://bucket_name/mycontent.html' \
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--content-type=HTML --language=ja-JP
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REQUIRED FLAGS
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Exactly one of these must be specified:
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--content=CONTENT
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Specify input text on the command line. Useful for experiments, or
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for extremely short text.
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--content-file=CONTENT_FILE
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Specify a local file or Google Cloud Storage (format
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gs://bucket/object) file path containing the text to be analyzed.
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More useful for longer text or data output from another system.
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OPTIONAL FLAGS
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--content-type=CONTENT_TYPE; default="plain-text"
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Specify the format of the input text. CONTENT_TYPE must be one of:
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html, plain-text.
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--language=LANGUAGE
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Specify the language of the input text. If omitted, the server will
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attempt to auto-detect. Both ISO (such as en or es) and BCP-47 (such as
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en-US or ja-JP) language codes are accepted.
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GCLOUD WIDE FLAGS
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These flags are available to all commands: --access-token-file, --account,
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--billing-project, --configuration, --flags-file, --flatten, --format,
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--help, --impersonate-service-account, --log-http, --project, --quiet,
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--trace-token, --user-output-enabled, --verbosity.
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Run $ gcloud help for details.
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API REFERENCE
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This command uses the language/v1beta2 API. The full documentation for this
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API can be found at: https://cloud.google.com/natural-language/
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NOTES
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This command is currently in alpha and might change without notice. If this
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command fails with API permission errors despite specifying the correct
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project, you might be trying to access an API with an invitation-only early
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access allowlist. These variants are also available:
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$ gcloud ml language classify-text
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$ gcloud beta ml language classify-text
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