snow cortex sentiment

Returns sentiment as a score between -1 to 1 (with -1 being the most negative and 1 the most positive, with values around 0 neutral) for the given English-language input text.

Syntax

snow cortex sentiment
  <text>
  --file <file>
  --connection <connection>
  --host <host>
  --port <port>
  --account <account>
  --user <user>
  --password <password>
  --authenticator <authenticator>
  --private-key-file <private_key_file>
  --token-file-path <token_file_path>
  --database <database>
  --schema <schema>
  --role <role>
  --warehouse <warehouse>
  --temporary-connection
  --mfa-passcode <mfa_passcode>
  --enable-diag
  --diag-log-path <diag_log_path>
  --diag-allowlist-path <diag_allowlist_path>
  --format <format>
  --verbose
  --debug
  --silent
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Arguments

text

String containing the text for which a sentiment score should be calculated. Cannot be combined with –file option.

Options

--file FILE

File containing the text for which a sentiment score should be calculated. Cannot be combined with TEXT argument.

--connection, -c, --environment TEXT

Name of the connection, as defined in your config.toml file. Default: default.

--host TEXT

Host address for the connection. Overrides the value specified for the connection.

--port INTEGER

Port for the connection. Overrides the value specified for the connection.

--account, --accountname TEXT

Name assigned to your Snowflake account. Overrides the value specified for the connection.

--user, --username TEXT

Username to connect to Snowflake. Overrides the value specified for the connection.

--password TEXT

Snowflake password. Overrides the value specified for the connection.

--authenticator TEXT

Snowflake authenticator. Overrides the value specified for the connection.

--private-key-file, --private-key-path TEXT

Snowflake private key file path. Overrides the value specified for the connection.

--token-file-path TEXT

Path to file with an OAuth token that should be used when connecting to Snowflake.

--database, --dbname TEXT

Database to use. Overrides the value specified for the connection.

--schema, --schemaname TEXT

Database schema to use. Overrides the value specified for the connection.

--role, --rolename TEXT

Role to use. Overrides the value specified for the connection.

--warehouse TEXT

Warehouse to use. Overrides the value specified for the connection.

--temporary-connection, -x

Uses connection defined with command line parameters, instead of one defined in config. Default: False.

--mfa-passcode TEXT

Token to use for multi-factor authentication (MFA).

--enable-diag

Run Python connector diagnostic test. Default: False.

--diag-log-path TEXT

Diagnostic report path. Default: <temporary_directory>.

--diag-allowlist-path TEXT

Diagnostic report path to optional allowlist.

--format [TABLE|JSON]

Specifies the output format. Default: TABLE.

--verbose, -v

Displays log entries for log levels info and higher. Default: False.

--debug

Displays log entries for log levels debug and higher; debug logs contain additional information. Default: False.

--silent

Turns off intermediate output to console. Default: False.

--help

Displays the help text for this command.

Usage notes

The snow cortex sentiment command returns a sentiment for input text as a score between -1 to 1, where:

  • -1 is the most negative.

  • 0 is neutral.

  • +1 is the most positive.

Currently, this command only supports English language text.

Examples

The following example returns the sentiment score of “Mary had a little lamb”, which shows a slightly positive sentiment.

snow cortex sentiment "Mary had a little Lamb" -c "snowhouse"
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0.21522656
Language: English