aboutsummaryrefslogtreecommitdiff
path: root/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/schedule.py
diff options
context:
space:
mode:
Diffstat (limited to '.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/schedule.py')
-rw-r--r--.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/schedule.py118
1 files changed, 118 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/schedule.py b/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/schedule.py
new file mode 100644
index 00000000..49f41edf
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/azure/ai/ml/_schema/compute/schedule.py
@@ -0,0 +1,118 @@
+# ---------------------------------------------------------
+# 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._restclient.v2022_10_01_preview.models import ComputePowerAction, RecurrenceFrequency
+from azure.ai.ml._restclient.v2022_10_01_preview.models import ScheduleStatus as ScheduleState
+from azure.ai.ml._restclient.v2022_10_01_preview.models import TriggerType, WeekDay
+from azure.ai.ml._schema.core.fields import NestedField, StringTransformedEnum, UnionField
+from azure.ai.ml._schema.core.schema_meta import PatchedSchemaMeta
+
+
+class BaseTriggerSchema(metaclass=PatchedSchemaMeta):
+ start_time = fields.Str()
+ time_zone = fields.Str()
+
+
+class CronTriggerSchema(BaseTriggerSchema):
+ type = StringTransformedEnum(required=True, allowed_values=TriggerType.CRON)
+ expression = fields.Str(required=True)
+
+ @post_load
+ def make(self, data, **kwargs):
+ from azure.ai.ml.entities import CronTrigger
+
+ data.pop("type")
+ return CronTrigger(**data)
+
+
+class RecurrenceScheduleSchema(metaclass=PatchedSchemaMeta):
+ week_days = fields.List(
+ StringTransformedEnum(
+ allowed_values=[
+ WeekDay.SUNDAY,
+ WeekDay.MONDAY,
+ WeekDay.TUESDAY,
+ WeekDay.WEDNESDAY,
+ WeekDay.THURSDAY,
+ WeekDay.FRIDAY,
+ WeekDay.SATURDAY,
+ ],
+ )
+ )
+ hours = fields.List(fields.Int())
+ minutes = fields.List(fields.Int())
+
+ @post_load
+ def make(self, data, **kwargs):
+ from azure.ai.ml.entities import RecurrencePattern
+
+ return RecurrencePattern(**data)
+
+
+class RecurrenceTriggerSchema(BaseTriggerSchema):
+ type = StringTransformedEnum(required=True, allowed_values=TriggerType.RECURRENCE)
+ frequency = StringTransformedEnum(
+ required=True,
+ allowed_values=[
+ RecurrenceFrequency.MINUTE,
+ RecurrenceFrequency.HOUR,
+ RecurrenceFrequency.DAY,
+ RecurrenceFrequency.WEEK,
+ RecurrenceFrequency.MONTH,
+ ],
+ )
+ interval = fields.Int()
+ schedule = NestedField(RecurrenceScheduleSchema)
+
+ @post_load
+ def make(self, data, **kwargs):
+ from azure.ai.ml.entities import RecurrenceTrigger
+
+ data.pop("type")
+ return RecurrenceTrigger(**data)
+
+
+class ComputeStartStopScheduleSchema(metaclass=PatchedSchemaMeta):
+ trigger = UnionField(
+ [
+ NestedField(CronTriggerSchema()),
+ NestedField(RecurrenceTriggerSchema()),
+ ],
+ )
+ action = StringTransformedEnum(
+ required=True,
+ allowed_values=[
+ ComputePowerAction.START,
+ ComputePowerAction.STOP,
+ ],
+ )
+ state = StringTransformedEnum(
+ allowed_values=[
+ ScheduleState.ENABLED,
+ ScheduleState.DISABLED,
+ ],
+ )
+ schedule_id = fields.Str(dump_only=True)
+ provisioning_state = fields.Str(dump_only=True)
+
+ @post_load
+ def make(self, data, **kwargs):
+ from azure.ai.ml.entities import ComputeStartStopSchedule
+
+ return ComputeStartStopSchedule(**data)
+
+
+class ComputeSchedulesSchema(metaclass=PatchedSchemaMeta):
+ compute_start_stop = fields.List(NestedField(ComputeStartStopScheduleSchema))
+
+ @post_load
+ def make(self, data, **kwargs):
+ from azure.ai.ml.entities import ComputeSchedules
+
+ return ComputeSchedules(**data)