`dacapo.store.config_store`

Module Contents

Classes

Base class for configuration stores.

exception dacapo.store.config_store.DuplicateNameError: Common base class for all non-exit exceptions.

class dacapo.store.config_store.ConfigStore

Base class for configuration stores.

runs: Any

datasplits: Any

datasets: Any

arrays: Any

tasks: Any

trainers: Any

architectures: Any

abstract delete_config(database, config_name: str) → None

abstract store_run_config(run_config: dacapo.experiments.run_config.RunConfig) → None: Store a run config. This should also store the configs that are part of the run config (i.e., task, architecture, trainer, and dataset config).

abstract retrieve_run_config(run_name: str) → dacapo.experiments.run_config.RunConfig: Retrieve a run config from a run name.

abstract retrieve_run_config_names() → List[str]: Retrieve all run config names.

delete_run_config(run_name: str) → None

abstract store_task_config(task_config: dacapo.experiments.tasks.task_config.TaskConfig) → None: Store a task config.

abstract retrieve_task_config(task_name: str) → dacapo.experiments.tasks.task_config.TaskConfig: Retrieve a task config from a task name.

abstract retrieve_task_config_names() → List[str]: Retrieve all task config names.

delete_task_config(task_name: str) → None

abstract store_architecture_config(architecture_config: dacapo.experiments.architectures.architecture_config.ArchitectureConfig) → None: Store a architecture config.

abstract retrieve_architecture_config(architecture_name: str) → dacapo.experiments.architectures.architecture_config.ArchitectureConfig: Retrieve a architecture config from a architecture name.

abstract retrieve_architecture_config_names() → List[str]: Retrieve all architecture config names.

delete_architecture_config(architecture_name: str) → None

abstract store_trainer_config(trainer_config: dacapo.experiments.trainers.trainer_config.TrainerConfig) → None: Store a trainer config.

abstract retrieve_trainer_config(trainer_name: str) → None: Retrieve a trainer config from a trainer name.

abstract retrieve_trainer_config_names() → List[str]: Retrieve all trainer config names.

delete_trainer_config(trainer_name: str) → None

abstract store_datasplit_config(datasplit_config: dacapo.experiments.datasplits.datasplit_config.DataSplitConfig) → None: Store a datasplit config.

abstract retrieve_datasplit_config(datasplit_name: str) → dacapo.experiments.datasplits.datasplit_config.DataSplitConfig: Retrieve a datasplit config from a datasplit name.

abstract retrieve_datasplit_config_names() → List[str]: Retrieve all datasplit names.

delete_datasplit_config(datasplit_name: str) → None

abstract store_array_config(array_config: dacapo.experiments.datasplits.datasets.arrays.array_config.ArrayConfig) → None: Store a array config.

abstract retrieve_array_config(array_name: str) → dacapo.experiments.datasplits.datasets.arrays.array_config.ArrayConfig: Retrieve a array config from a array name.

abstract retrieve_array_config_names() → List[str]: Retrieve all array names.

delete_array_config(array_name: str) → None