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[ML] Migrate from 2022_12_01_preview API to 2023_02_01_preview API #28863

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Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@
from azure.ai.ml._internal._schema.component import NodeType
from azure.ai.ml._internal.entities.component import InternalComponent
from azure.ai.ml._internal.entities.node import InternalBaseNode
from azure.ai.ml._restclient.v2022_12_01_preview.models import CommandJobLimits as RestCommandJobLimits
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobResourceConfiguration as RestJobResourceConfiguration
from azure.ai.ml._restclient.v2023_02_01_preview.models import CommandJobLimits as RestCommandJobLimits
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobResourceConfiguration as RestJobResourceConfiguration
from azure.ai.ml._schema import PathAwareSchema
from azure.ai.ml._schema.core.fields import DistributionField
from azure.ai.ml.entities import CommandJobLimits, JobResourceConfiguration
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9 changes: 6 additions & 3 deletions sdk/ml/azure-ai-ml/azure/ai/ml/_ml_client.py
Original file line number Diff line number Diff line change
Expand Up @@ -263,7 +263,7 @@ def __init__(
**kwargs,
)

self._rp_service_client = ServiceClient122022Preview(
self._rp_service_client = ServiceClient022023Preview(
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subscription_id=self._operation_scope._subscription_id,
credential=self._credential,
base_url=base_url,
Expand Down Expand Up @@ -324,7 +324,10 @@ def __init__(
self._service_client_02_2023_preview = ServiceClient022023Preview(
credential=self._credential,
subscription_id=self._operation_scope._subscription_id,
base_url=base_url,
# base_url=base_url,
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# TODO: Below hardcode is just for testing the gates
# TODO: REMOVE before the merge
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base_url="https://master.api.azureml-test.ms/mferp/managementfrontend",
**kwargs,
)

Expand Down Expand Up @@ -465,7 +468,7 @@ def __init__(
self._jobs = JobOperations(
self._operation_scope,
self._operation_config,
self._service_client_12_2022_preview,
self._service_client_02_2023_preview,
self._operation_container,
self._credential,
_service_client_kwargs=kwargs,
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Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------

from azure.ai.ml._restclient.v2022_12_01_preview.models import LogVerbosity
from azure.ai.ml._restclient.v2023_02_01_preview.models import LogVerbosity
from azure.ai.ml._schema.automl.automl_job import AutoMLJobSchema
from azure.ai.ml._schema.core.fields import NestedField, StringTransformedEnum, UnionField
from azure.ai.ml._schema.job.input_output_entry import MLTableInputSchema
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Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@
from marshmallow import fields as flds
from marshmallow import post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import BlockedTransformers
from azure.ai.ml._restclient.v2023_02_01_preview.models import BlockedTransformers
from azure.ai.ml._schema.core.fields import NestedField, StringTransformedEnum, UnionField
from azure.ai.ml._schema.core.schema import PatchedSchemaMeta
from azure.ai.ml._utils.utils import camel_to_snake
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Original file line number Diff line number Diff line change
Expand Up @@ -6,16 +6,16 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import FeatureLags as FeatureLagsMode
from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import FeatureLags as FeatureLagsMode
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
ForecastHorizonMode,
SeasonalityMode,
ShortSeriesHandlingConfiguration,
TargetAggregationFunction,
TargetLagsMode,
TargetRollingWindowSizeMode,
)
from azure.ai.ml._restclient.v2022_12_01_preview.models import UseStl as STLMode
from azure.ai.ml._restclient.v2023_02_01_preview.models import UseStl as STLMode
from azure.ai.ml._schema.core.fields import StringTransformedEnum, UnionField
from azure.ai.ml._schema.core.schema import PatchedSchemaMeta

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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
ClassificationMultilabelPrimaryMetrics,
ClassificationPrimaryMetrics,
TaskType,
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

from marshmallow import fields, post_dump, post_load, pre_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
LearningRateScheduler,
ModelSize,
StochasticOptimizer,
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
LearningRateScheduler,
ModelSize,
StochasticOptimizer,
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
InstanceSegmentationPrimaryMetrics,
ObjectDetectionPrimaryMetrics,
TaskType,
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import NlpLearningRateScheduler
from azure.ai.ml._restclient.v2023_02_01_preview.models import NlpLearningRateScheduler
from azure.ai.ml._schema.core.fields import StringTransformedEnum
from azure.ai.ml._schema.core.schema import PatchedSchemaMeta
from azure.ai.ml._utils.utils import camel_to_snake, snake_to_kebab
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

from marshmallow import fields, post_dump, post_load, pre_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import NlpLearningRateScheduler
from azure.ai.ml._restclient.v2023_02_01_preview.models import NlpLearningRateScheduler
from azure.ai.ml._schema._sweep.search_space import (
ChoiceSchema,
NormalSchema,
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import ClassificationPrimaryMetrics, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import ClassificationPrimaryMetrics, TaskType
from azure.ai.ml._schema.automl.nlp_vertical.nlp_vertical import NlpVerticalSchema
from azure.ai.ml._schema.core.fields import StringTransformedEnum, fields
from azure.ai.ml._utils.utils import camel_to_snake
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import ClassificationMultilabelPrimaryMetrics, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import ClassificationMultilabelPrimaryMetrics, TaskType
from azure.ai.ml._schema.automl.nlp_vertical.nlp_vertical import NlpVerticalSchema
from azure.ai.ml._schema.core.fields import StringTransformedEnum, fields
from azure.ai.ml._utils.utils import camel_to_snake
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import ClassificationPrimaryMetrics, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import ClassificationPrimaryMetrics, TaskType
from azure.ai.ml._schema.automl.nlp_vertical.nlp_vertical import NlpVerticalSchema
from azure.ai.ml._schema.core.fields import StringTransformedEnum, fields
from azure.ai.ml._utils.utils import camel_to_snake
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import ClassificationPrimaryMetrics, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import ClassificationPrimaryMetrics, TaskType
from azure.ai.ml._schema.automl.table_vertical.table_vertical import AutoMLTableVerticalSchema
from azure.ai.ml._schema.automl.training_settings import ClassificationTrainingSettingsSchema
from azure.ai.ml._schema.core.fields import NestedField, StringTransformedEnum
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import ForecastingPrimaryMetrics, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import ForecastingPrimaryMetrics, TaskType
from azure.ai.ml._schema.automl.forecasting_settings import ForecastingSettingsSchema
from azure.ai.ml._schema.automl.table_vertical.table_vertical import AutoMLTableVerticalSchema
from azure.ai.ml._schema.automl.training_settings import ForecastingTrainingSettingsSchema
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@

from marshmallow import post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import RegressionPrimaryMetrics, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import RegressionPrimaryMetrics, TaskType
from azure.ai.ml._schema.automl.table_vertical.table_vertical import AutoMLTableVerticalSchema
from azure.ai.ml._schema.automl.training_settings import RegressionTrainingSettingsSchema
from azure.ai.ml._schema.core.fields import NestedField, StringTransformedEnum
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Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@

# pylint: disable=unused-argument,no-self-use

from azure.ai.ml._restclient.v2022_12_01_preview.models import NCrossValidationsMode
from azure.ai.ml._restclient.v2023_02_01_preview.models import NCrossValidationsMode
from azure.ai.ml._schema.automl.automl_vertical import AutoMLVerticalSchema
from azure.ai.ml._schema.automl.featurization_settings import TableFeaturizationSettingsSchema
from azure.ai.ml._schema.automl.table_vertical.table_vertical_limit_settings import AutoMLTableLimitsSchema
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

from marshmallow import fields, post_load

from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
ClassificationModels,
ForecastingModels,
RegressionModels,
Expand Down
2 changes: 1 addition & 1 deletion sdk/ml/azure-ai-ml/azure/ai/ml/automl/_automl_image.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@

from typing import Optional, Union

from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
ClassificationMultilabelPrimaryMetrics,
ClassificationPrimaryMetrics,
InstanceSegmentationPrimaryMetrics,
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Original file line number Diff line number Diff line change
Expand Up @@ -13,10 +13,10 @@

from marshmallow import INCLUDE, Schema

from azure.ai.ml._restclient.v2022_12_01_preview.models import CommandJob as RestCommandJob
from azure.ai.ml._restclient.v2022_12_01_preview.models import CommandJobLimits as RestCommandJobLimits
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobBase
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobResourceConfiguration as RestJobResourceConfiguration
from azure.ai.ml._restclient.v2023_02_01_preview.models import CommandJob as RestCommandJob
from azure.ai.ml._restclient.v2023_02_01_preview.models import CommandJobLimits as RestCommandJobLimits
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobBase
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobResourceConfiguration as RestJobResourceConfiguration
from azure.ai.ml._schema.core.fields import NestedField, UnionField
from azure.ai.ml._schema.job.command_job import CommandJobSchema
from azure.ai.ml._schema.job.identity import AMLTokenIdentitySchema, ManagedIdentitySchema, UserIdentitySchema
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Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@

from marshmallow import Schema

from azure.ai.ml._restclient.v2022_12_01_preview.models import JobResourceConfiguration as RestJobResourceConfiguration
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobResourceConfiguration as RestJobResourceConfiguration
from azure.ai.ml.constants._common import ARM_ID_PREFIX
from azure.ai.ml.constants._component import NodeType
from azure.ai.ml.entities._component.component import Component
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10 changes: 5 additions & 5 deletions sdk/ml/azure-ai-ml/azure/ai/ml/entities/_builders/spark.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,11 +12,11 @@

from marshmallow import INCLUDE, Schema

from azure.ai.ml._restclient.v2022_12_01_preview.models import IdentityConfiguration
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobBase as JobBaseData
from azure.ai.ml._restclient.v2022_12_01_preview.models import SparkJob as RestSparkJob
from azure.ai.ml._restclient.v2022_12_01_preview.models import SparkJobEntry as RestSparkJobEntry
from azure.ai.ml._restclient.v2022_12_01_preview.models import (
from azure.ai.ml._restclient.v2023_02_01_preview.models import IdentityConfiguration
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from azure.ai.ml._restclient.v2023_02_01_preview.models import JobBase as JobBaseData
from azure.ai.ml._restclient.v2023_02_01_preview.models import SparkJob as RestSparkJob
from azure.ai.ml._restclient.v2023_02_01_preview.models import SparkJobEntry as RestSparkJobEntry
from azure.ai.ml._restclient.v2023_02_01_preview.models import (
SparkResourceConfiguration as RestSparkResourceConfiguration,
)
from azure.ai.ml._schema.job.identity import AMLTokenIdentitySchema, ManagedIdentitySchema, UserIdentitySchema
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
import os
from typing import Callable, Dict, List, Optional, Tuple, Union

from azure.ai.ml._restclient.v2022_12_01_preview.models import AmlToken, ManagedIdentity, UserIdentity
from azure.ai.ml._restclient.v2023_02_01_preview.models import AmlToken, ManagedIdentity, UserIdentity
from azure.ai.ml.constants._common import AssetTypes
from azure.ai.ml.constants._component import ComponentSource
from azure.ai.ml.entities import Environment
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12 changes: 6 additions & 6 deletions sdk/ml/azure-ai-ml/azure/ai/ml/entities/_credentials.py
Original file line number Diff line number Diff line change
Expand Up @@ -43,12 +43,12 @@
ServicePrincipalDatastoreSecrets as RestServicePrincipalDatastoreSecrets,
)
from azure.ai.ml._restclient.v2022_05_01.models import UserAssignedIdentity as RestUserAssignedIdentityConfiguration
from azure.ai.ml._restclient.v2022_12_01_preview.models import AmlToken as RestAmlToken
from azure.ai.ml._restclient.v2022_12_01_preview.models import IdentityConfiguration as RestJobIdentityConfiguration
from azure.ai.ml._restclient.v2022_12_01_preview.models import IdentityConfigurationType
from azure.ai.ml._restclient.v2022_12_01_preview.models import ManagedIdentity as RestJobManagedIdentity
from azure.ai.ml._restclient.v2022_12_01_preview.models import ManagedServiceIdentity as RestRegistryManagedIdentity
from azure.ai.ml._restclient.v2022_12_01_preview.models import UserIdentity as RestUserIdentity
from azure.ai.ml._restclient.v2023_02_01_preview.models import AmlToken as RestAmlToken
from azure.ai.ml._restclient.v2023_02_01_preview.models import IdentityConfiguration as RestJobIdentityConfiguration
from azure.ai.ml._restclient.v2023_02_01_preview.models import IdentityConfigurationType
from azure.ai.ml._restclient.v2023_02_01_preview.models import ManagedIdentity as RestJobManagedIdentity
from azure.ai.ml._restclient.v2023_02_01_preview.models import ManagedServiceIdentity as RestRegistryManagedIdentity
from azure.ai.ml._restclient.v2023_02_01_preview.models import UserIdentity as RestUserIdentity
from azure.ai.ml._utils.utils import camel_to_snake, snake_to_pascal
from azure.ai.ml.constants._common import CommonYamlFields, IdentityType
from azure.ai.ml.entities._mixins import DictMixin, RestTranslatableMixin, YamlTranslatableMixin
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Original file line number Diff line number Diff line change
Expand Up @@ -6,24 +6,24 @@
import re
from typing import Any, Dict, Union

from azure.ai.ml._restclient.v2022_12_01_preview.models import CustomModelJobInput as RestCustomModelJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import CustomModelJobOutput as RestCustomModelJobOutput
from azure.ai.ml._restclient.v2022_12_01_preview.models import InputDeliveryMode
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobInput as RestJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobInputType
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobOutput as RestJobOutput
from azure.ai.ml._restclient.v2022_12_01_preview.models import JobOutputType, LiteralJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import MLFlowModelJobInput as RestMLFlowModelJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import MLFlowModelJobOutput as RestMLFlowModelJobOutput
from azure.ai.ml._restclient.v2022_12_01_preview.models import MLTableJobInput as RestMLTableJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import MLTableJobOutput as RestMLTableJobOutput
from azure.ai.ml._restclient.v2022_12_01_preview.models import OutputDeliveryMode
from azure.ai.ml._restclient.v2022_12_01_preview.models import TritonModelJobInput as RestTritonModelJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import TritonModelJobOutput as RestTritonModelJobOutput
from azure.ai.ml._restclient.v2022_12_01_preview.models import UriFileJobInput as RestUriFileJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import UriFileJobOutput as RestUriFileJobOutput
from azure.ai.ml._restclient.v2022_12_01_preview.models import UriFolderJobInput as RestUriFolderJobInput
from azure.ai.ml._restclient.v2022_12_01_preview.models import UriFolderJobOutput as RestUriFolderJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import CustomModelJobInput as RestCustomModelJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import CustomModelJobOutput as RestCustomModelJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import InputDeliveryMode
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobInput as RestJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobInputType
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobOutput as RestJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobOutputType, LiteralJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import MLFlowModelJobInput as RestMLFlowModelJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import MLFlowModelJobOutput as RestMLFlowModelJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import MLTableJobInput as RestMLTableJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import MLTableJobOutput as RestMLTableJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import OutputDeliveryMode
from azure.ai.ml._restclient.v2023_02_01_preview.models import TritonModelJobInput as RestTritonModelJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import TritonModelJobOutput as RestTritonModelJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import UriFileJobInput as RestUriFileJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import UriFileJobOutput as RestUriFileJobOutput
from azure.ai.ml._restclient.v2023_02_01_preview.models import UriFolderJobInput as RestUriFolderJobInput
from azure.ai.ml._restclient.v2023_02_01_preview.models import UriFolderJobOutput as RestUriFolderJobOutput
from azure.ai.ml._utils.utils import is_data_binding_expression
from azure.ai.ml.constants import AssetTypes, InputOutputModes, JobType
from azure.ai.ml.constants._component import IOConstants
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@
from abc import ABC, abstractmethod
from typing import Any, Dict, Optional, Union

from azure.ai.ml._restclient.v2022_12_01_preview.models import JobBase, MLTableJobInput, ResourceConfiguration, TaskType
from azure.ai.ml._restclient.v2023_02_01_preview.models import JobBase, MLTableJobInput, ResourceConfiguration, TaskType
from azure.ai.ml._utils.utils import camel_to_snake
from azure.ai.ml.constants import JobType
from azure.ai.ml.constants._common import TYPE, AssetTypes
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Expand Up @@ -5,7 +5,7 @@
from abc import ABC
from typing import Dict, Optional, Union

from azure.ai.ml._restclient.v2022_12_01_preview.models import LogVerbosity, SamplingAlgorithmType
from azure.ai.ml._restclient.v2023_02_01_preview.models import LogVerbosity, SamplingAlgorithmType
from azure.ai.ml._utils.utils import camel_to_snake
from azure.ai.ml.entities._inputs_outputs import Input
from azure.ai.ml.entities._job.automl.automl_vertical import AutoMLVertical
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Expand Up @@ -6,7 +6,7 @@

from typing import Dict, List, Optional, Union

from azure.ai.ml._restclient.v2022_12_01_preview.models import LearningRateScheduler, StochasticOptimizer
from azure.ai.ml._restclient.v2023_02_01_preview.models import LearningRateScheduler, StochasticOptimizer
from azure.ai.ml._utils.utils import camel_to_snake
from azure.ai.ml.entities._job.automl.image.automl_image import AutoMLImage
from azure.ai.ml.entities._job.automl.image.image_classification_search_space import ImageClassificationSearchSpace
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