mlos_bench.environments.script_env module

Base scriptable benchmark environment.

class mlos_bench.environments.script_env.ScriptEnv(*, name: str, config: dict, global_config: dict | None = None, tunables: TunableGroups | None = None, service: Service | None = None)

Bases: Environment

Base Environment that runs scripts for setup/run/teardown.

Attributes:

parameters

Key/value pairs of all environment parameters (i.e., const_args and tunable_params).

tunable_params

Get the configuration space of the given environment.

Methods

new(*, env_name, class_name, config[, ...])	Factory method for a new environment with a given config.
pprint([indent, level])	Pretty-print the environment configuration.
run()	Execute the run script for this environment.
setup(tunables[, global_config])	Set up a new benchmark environment, if necessary.
status()	Check the status of the benchmark environment.
teardown()	Tear down the benchmark environment.