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airt model

A set of commands for querying the model training, evaluation, and prediction status.

Usage:

$ airt model [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 model.
  • evaluate: Return the evaluation metrics of the...
  • ls: Return the list of models.
  • predict: Run predictions against the trained model.
  • rm: Delete a model from the server.

airt model details

Return the details of a model.

Usage:

$ airt model details [OPTIONS] UUID

Arguments:

  • UUID: Model uuid [required]

Options:

  • -f, --format TEXT: Format output and show only the given column(s) values.
  • -d, --debug: Set logger level to DEBUG and output everything.
  • --help: Show this message and exit.

airt model evaluate

Return the evaluation metrics of the trained model.

Usage:

$ airt model evaluate [OPTIONS] UUID

Arguments:

  • UUID: Model uuid. [required]

Options:

  • -d, --debug: Set logger level to DEBUG and output everything.
  • --help: Show this message and exit.

airt model ls

Return the list of models.

Usage:

$ airt model ls [OPTIONS]

Options:

  • -o, --offset INTEGER: The number of models to offset at the beginning. If None, then the default value 0 will be used. [default: 0]
  • -l, --limit INTEGER: The maximum number of models 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 models will be returned. Else, the default value False will be used to return only the list of active models.
  • --completed: If set to True, then only the models that are successfully downloaded to the server will be returned. Else, the default value False will be used to return all the models.
  • -f, --format TEXT: Format output and show only the given column(s) values.
  • -q, --quiet: Output only uuids of model separated by space
  • -d, --debug: Set logger level to DEBUG and output everything.
  • --help: Show this message and exit.

airt model predict

Run predictions against the trained model.

Usage:

$ airt model predict [OPTIONS]

Options:

  • --data_uuid TEXT: DataSource uuid. [required]
  • --uuid TEXT: Model uuid. [required]
  • -q, --quiet: Output the prediction id only.
  • -d, --debug: Set logger level to DEBUG and output everything.
  • --help: Show this message and exit.

airt model rm

Delete a model from the server.

Usage:

$ airt model rm [OPTIONS] UUID

Arguments:

  • UUID: Model uuid [required]

Options:

  • -f, --format TEXT: Format output and show only the given column(s) values.
  • -q, --quiet: Output the deleted Model uuid only.
  • -d, --debug: Set logger level to DEBUG and output everything.
  • --help: Show this message and exit.
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