# --------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # --------------------------------------------------------- # pylint: disable=unused-argument from marshmallow import fields, post_load, validate from azure.ai.ml._schema.core.schema_meta import PatchedSchemaMeta class CommandJobLimitsSchema(metaclass=PatchedSchemaMeta): timeout = fields.Int() @post_load def make(self, data, **kwargs): from azure.ai.ml.entities import CommandJobLimits return CommandJobLimits(**data) class SweepJobLimitsSchema(metaclass=PatchedSchemaMeta): max_concurrent_trials = fields.Int(metadata={"description": "Sweep Job max concurrent trials."}) max_total_trials = fields.Int( metadata={"description": "Sweep Job max total trials."}, required=True, ) timeout = fields.Int( metadata={"description": "The max run duration in Seconds, after which the job will be cancelled."} ) trial_timeout = fields.Int(metadata={"description": "Sweep Job Trial timeout value."}) @post_load def make(self, data, **kwargs): from azure.ai.ml.sweep import SweepJobLimits return SweepJobLimits(**data) class DoWhileLimitsSchema(metaclass=PatchedSchemaMeta): max_iteration_count = fields.Int( metadata={"description": "The max iteration for do_while loop."}, validate=validate.Range(min=1, max=1000), required=True, )