airt pred
A set of commands for managing and downloading the predictions.
Usage:
$ airt pred [OPTIONS] COMMAND [ARGS]...
Options:
--install-completion [bash|zsh|fish|powershell|pwsh]
: Install completion for the specified shell.--show-completion [bash|zsh|fish|powershell|pwsh]
: Show completion for the specified shell, to copy it or customize the installation.--help
: Show this message and exit.
Commands:
details
: Return the details of a prediction.ls
: Return the list of predictions.rm
: Delete a prediction from the server.to-clickhouse
: Push the prediction results to a...to-local
: Download the prediction results to a local...to-mysql
: Push the prediction results to a mysql...to-pandas
: Return the prediction results as a pandas...to-s3
: Push the prediction results to the target...
airt pred details
Return the details of a prediction.
Usage:
$ airt pred details [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred ls
Return the list of predictions.
Usage:
$ airt pred ls [OPTIONS]
Options:
-o, --offset INTEGER
: The number of predictions to offset at the beginning. If None, then the default value 0 will be used. [default: 0]-l, --limit INTEGER
: The maximum number of predictions to return from the server. If None, then the default value 100 will be used. [default: 100]--disabled
: If set to True, then only the deleted predictions will be returned. Else, the default value False will be used to return only the list of active predictions.--completed
: If set to True, then only the predictions that are successfully downloaded to the server will be returned. Else, the default value False will be used to return all the predictions.-q, --quiet
: Output only ids of prediction separated by space.-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred rm
Delete a prediction from the server.
Usage:
$ airt pred rm [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
-q, --quiet
: Output the deleted prediction id only.-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred to-clickhouse
Push the prediction results to a clickhouse database.
If the database requires authentication, pass the username/password as commandline arguments or store it in the CLICKHOUSE_USERNAME and CLICKHOUSE_PASSWORD environment variables.
Usage:
$ airt pred to-clickhouse [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
--host TEXT
: Remote database host name. [required]--database TEXT
: Database name. [required]--table TEXT
: Table name. [required]--protocol TEXT
: Protocol to use (native/http). [required]--port INTEGER
: Host port number. If not passed, then the default value 0 will be used. [default: 0]-u, --username TEXT
: Database username. If not passed, then the value set in the environment variable CLICKHOUSE_USERNAME will be used else the default value root will be used.-p, --password TEXT
: Database password. If not passed, then the value set in the environment variable CLICKHOUSE_PASSWORD will be used else the default value "" will be used.-q, --quiet
: Output status only.-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred to-local
Download the prediction results to a local directory.
Usage:
$ airt pred to-local [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
--path TEXT
: Local directory path. [required]-q, --quiet
: Output status only.-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred to-mysql
Push the prediction results to a mysql database.
If the database requires authentication, pass the username/password as commandline arguments or store it in the AIRT_CLIENT_DB_USERNAME and AIRT_CLIENT_DB_PASSWORD environment variables.
Usage:
$ airt pred to-mysql [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
--host TEXT
: Database host name. [required]--database TEXT
: Database name. [required]--table TEXT
: Table name. [required]--port INTEGER
: Host port number. If not passed, then the default value 3306 will be used. [default: 3306]-u, --username TEXT
: Database username. If not passed, then the value set in the environment variable AIRT_CLIENT_DB_USERNAME will be used else the default value root will be used.-p, --password TEXT
: Database password. If not passed, then the value set in the environment variable AIRT_CLIENT_DB_PASSWORD will be used else the default value "" will be used.-q, --quiet
: Output status only.-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred to-pandas
Return the prediction results as a pandas DataFrame.
Usage:
$ airt pred to-pandas [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.
airt pred to-s3
Push the prediction results to the target AWS S3 bucket.
Usage:
$ airt pred to-s3 [OPTIONS] ID
Arguments:
ID
: Prediction id. [required]
Options:
--uri TEXT
: The target S3 bucket uri. [required]--access-key TEXT
: Access key for the target S3 bucket. If None (default value), then the value from AWS_ACCESS_KEY_ID environment variable is used.--secret-key TEXT
: Secret key for the target S3 bucket. If None (default value), then the value from AWS_SECRET_ACCESS_KEY environment variable is used.-q, --quiet
: Output status only.-d, --debug
: Set logger level to DEBUG and output everything.--help
: Show this message and exit.