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
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
. 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 contains 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"
0.21522656