ramp_engine.local.CondaEnvWorker

class ramp_engine.local.CondaEnvWorker(config, submission)

Local worker which uses conda environment to dispatch submission.

Parameters

configdict

Configuration dictionary to set the worker. The following parameter should be set:

• ‘conda_env’: the name of the conda environment to use. If not specified, the base environment will be used.

• ‘kit_dir’: path to the directory of the RAMP kit;

• ‘data_dir’: path to the directory of the data;

• ‘submissions_dir’: path to the directory containing the submissions;

• logs_dir: path to the directory where the log of the submission will be stored;

• predictions_dir: path to the directory where the predictions of the submission will be stored.

• ‘timeout’: timeout after a given number of seconds when running the worker. If not provided, a default of 7200 is used.

submissionstr

Name of the RAMP submission to be handle by the worker.

Attributes

statusstr

The status of the worker. It should be one of the following state:

• ‘initialized’: the worker has been instantiated.

• ‘setup’: the worker has been set up.

• ‘error’: setup failed / training couldn’t be started

• ‘running’: the worker is training the submission.

• ‘finished’: the worker finished to train the submission.

• ‘collected’: the results of the training have been collected.

__init__(config, submission)

Initialize self. See help(type(self)) for accurate signature.