diff options
Diffstat (limited to '.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/synapsespark_compute.py')
-rw-r--r-- | .venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/synapsespark_compute.py | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/synapsespark_compute.py b/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/synapsespark_compute.py new file mode 100644 index 00000000..11760186 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/synapsespark_compute.py @@ -0,0 +1,49 @@ +# --------------------------------------------------------- +# Copyright (c) Microsoft Corporation. All rights reserved. +# --------------------------------------------------------- + +# pylint: disable=unused-argument + +from marshmallow import fields +from marshmallow.decorators import post_load + +from azure.ai.ml.constants._compute import ComputeType + +from ..core.fields import NestedField, StringTransformedEnum +from ..core.schema import PathAwareSchema +from .compute import ComputeSchema, IdentitySchema + + +class AutoScaleSettingsSchema(PathAwareSchema): + min_node_count = fields.Int(dump_only=True) + max_node_count = fields.Int(dump_only=True) + auto_scale_enabled = fields.Bool(dump_only=True) + + @post_load + def make(self, data, **kwargs): + from azure.ai.ml.entities import AutoScaleSettings + + return AutoScaleSettings(**data) + + +class AutoPauseSettingsSchema(PathAwareSchema): + delay_in_minutes = fields.Int(dump_only=True) + auto_pause_enabled = fields.Bool(dump_only=True) + + @post_load + def make(self, data, **kwargs): + from azure.ai.ml.entities import AutoPauseSettings + + return AutoPauseSettings(**data) + + +class SynapseSparkComputeSchema(ComputeSchema): + type = StringTransformedEnum(allowed_values=[ComputeType.SYNAPSESPARK], required=True) + resource_id = fields.Str(required=True) + identity = NestedField(IdentitySchema) + node_family = fields.Str(dump_only=True) + node_size = fields.Str(dump_only=True) + node_count = fields.Int(dump_only=True) + spark_version = fields.Str(dump_only=True) + scale_settings = NestedField(AutoScaleSettingsSchema) + auto_pause_settings = NestedField(AutoPauseSettingsSchema) |