gcloud beta ml language analyze-entity-sentiment

NAME
gcloud beta ml language analyze-entity-sentiment - use Google Cloud Natural Language API to identify entity-level sentiment
SYNOPSIS
gcloud beta ml language analyze-entity-sentiment(--content=CONTENT    |--content-file=CONTENT_FILE)[--content-type=CONTENT_TYPE; default="plain-text"][--encoding-type=ENCODING_TYPE; default="utf8"][--language=LANGUAGE][GCLOUD_WIDE_FLAG …]
DESCRIPTION
(BETA) Entity level sentiment combines both entity analysis andsentiment analysis and attempts to determine the sentiment (positive ornegative) expressed about entities within the text.

Currently only English is supported for this feature.

EXAMPLES
To analyze entity sentiment in raw content 'puppies':
gcloudbetamllanguageanalyze-entity-sentiment--content='puppies'

To analyze entity sentiment in file 'myfile.txt':

gcloudbetamllanguageanalyze-entity-sentiment--content-file='myfile.txt'

To analyze entity sentiment in a remote file 'gs://bucket_name/mycontent.html'for Japanese language using UTF-8 encoding:

gcloudbetamllanguageanalyze-entity-sentiment--content-file='gs://bucket_name/mycontent.html'--content-type=HTML--encoding-type=utf8--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 extremelyshort text.
--content-file=CONTENT_FILE
Specify a local file or Google Cloud Storage (formatgs://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 mustbe one of:html,plain-text.
--encoding-type=ENCODING_TYPE; default="utf8"
The encoding type used by the API to calculate offsets. If set tonone, encoding-dependent offsets will be set at -1. This is anoptional flag only used for the entity mentions in results, and does not affecthow the input is read or analyzed.ENCODING_TYPE must beone of:none,utf16,utf32,utf8.
--language=LANGUAGE
Specify the language of the input text. If omitted, the server will attempt toauto-detect. Both ISO (such asen 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 thelanguage/v1beta2 API. The full documentationfor this API can be found at:https://cloud.google.com/natural-language/
NOTES
This command is currently in beta and might change without notice. Thesevariants are also available:
gcloudmllanguageanalyze-entity-sentiment
gcloudalphamllanguageanalyze-entity-sentiment

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Last updated 2025-05-07 UTC.