mlos_bench.config.schemas package

A module for managing config schemas and their validation.

class mlos_bench.config.schemas.ConfigSchema(value, names=None, *, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: Enum

An enum to help describe schema types and help validate configs against them.

CLI = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/cli/cli-schema.json'
ENVIRONMENT = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/environments/environment-schema.json'
GLOBALS = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/cli/globals-schema.json'
OPTIMIZER = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/optimizers/optimizer-schema.json'
SCHEDULER = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/schedulers/scheduler-schema.json'
SERVICE = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/services/service-schema.json'
STORAGE = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/storage/storage-schema.json'
TUNABLE_PARAMS = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/tunables/tunable-params-schema.json'
TUNABLE_VALUES = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/tunables/tunable-values-schema.json'
UNIFIED = '/workspaces/MLOS/mlos_bench/mlos_bench/config/schemas/mlos-bench-config-schema.json'
property schema: dict

Gets the schema object for this type.

validate(config: dict) → None

Validates the given config against this schema.

Parameters:
configdict

The config to validate.

Raises:
jsonschema.exceptions.ValidationError
jsonschema.exceptions.SchemaError

Submodules