agentlab.experiments.exp_utils

Functions

add_dependencies(exp_args_list[, ...])	Add dependencies to a list of ExpArgs.
hide_some_exp(base_dir, filter, just_test)	Move all experiments that match the filter to a new name.
make_seeds(n[, offset])
order(exp_args_list)
run_exp(exp_arg, *dependencies[, ...])	Run exp_args.run() with a timeout and handle dependencies.
timeout_manager([seconds])	Context manager to handle timeouts.

Classes

MockedExpArgs(exp_id[, depends_on])

class agentlab.experiments.exp_utils.MockedExpArgs(exp_id, depends_on=None)

Bases: object

run()

agentlab.experiments.exp_utils.add_dependencies(exp_args_list: list[ExpArgs], task_dependencies: dict[str, list[str]] = None)

Add dependencies to a list of ExpArgs.

Parameters:

• exp_args_list – list[ExpArgs] A list of experiments to run.

• task_dependencies – dict A dictionary mapping task names to a list of task names that they depend on. If None or empty, no dependencies are added.

Returns:

list[ExpArgs]

The modified exp_args_list with dependencies added.

Raises:

ValueError – If the task_dependencies are not valid.

agentlab.experiments.exp_utils.hide_some_exp(base_dir, filter: callable, just_test)

Move all experiments that match the filter to a new name.

agentlab.experiments.exp_utils.make_seeds(n, offset=42)

agentlab.experiments.exp_utils.order(exp_args_list: list[ExpArgs])

agentlab.experiments.exp_utils.run_exp(exp_arg: ExpArgs, *dependencies, avg_step_timeout=60)

Run exp_args.run() with a timeout and handle dependencies.

agentlab.experiments.exp_utils.timeout_manager(seconds: int = None)

Context manager to handle timeouts.