Custom Vision Training: release_3_3 Prediction: release_3_1 (Azure#12105)

* Regenerate latest Custom Vision

* Packaging

Author: lmazuel

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/CHANGELOG.md

@@ -1,5 +1,35 @@
 # Release History
 
+## 3.0.0 (2020-06-22)
+
+*Training 3.3*
+
+**Features**
+
+  - Model ImageUrlCreateBatch has a new parameter metadata
+  - Model ImageIdCreateBatch has a new parameter metadata
+  - Model Prediction has a new parameter tag_type
+  - Model ImageFileCreateBatch has a new parameter metadata
+  - Model Image has a new parameter metadata
+  - Added operation get_images
+  - Added operation update_image_metadata
+  - Added operation get_artifact
+  - Added operation get_image_count
+
+**Breaking changes**
+
+  - Operation import_project has a new signature
+  - Operation publish_iteration has a new signature
+  - Operation create_images_from_files has a new signature
+  - Operation create_images_from_urls has a new signature
+  - Operation create_images_from_predictions has a new signature
+
+*Prediction 3.1*
+
+**Features**
+
+  - Model Prediction has a new parameter tag_type
+
 ## 2.0.0 (2020-05-14)
 
 **Features**
@@ -21,7 +51,7 @@
 
 **Breaking changes**
 
-- Credentials are now longer a simple string, but a `msrest.authentication.ApiKeyCredentials` instance instead  
+- Credentials are now longer a simple string, but a `msrest.authentication.ApiKeyCredentials` instance instead
 
 **General Breaking changes**
 

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/_configuration.py

@@ -33,7 +33,7 @@ def __init__(
             raise ValueError("Parameter 'endpoint' must not be None.")
         if credentials is None:
             raise ValueError("Parameter 'credentials' must not be None.")
-        base_url = '{Endpoint}/customvision/v3.0/prediction'
+        base_url = '{Endpoint}/customvision/v3.1/prediction'
 
         super(CustomVisionPredictionClientConfiguration, self).__init__(base_url)
 

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/_custom_vision_prediction_client.py

@@ -37,7 +37,7 @@ def __init__(
         super(CustomVisionPredictionClient, self).__init__(self.config.credentials, self.config)
 
         client_models = {k: v for k, v in models.__dict__.items() if isinstance(v, type)}
-        self.api_version = '3.0'
+        self.api_version = '3.1'
         self._serialize = Serializer(client_models)
         self._deserialize = Deserializer(client_models)
 

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/models/__init__.py

@@ -23,6 +23,7 @@
     from ._models import Prediction
 from ._custom_vision_prediction_client_enums import (
     CustomVisionErrorCodes,
+    TagType,
 )
 
 __all__ = [
@@ -32,4 +33,5 @@
     'ImageUrl',
     'Prediction',
     'CustomVisionErrorCodes',
+    'TagType',
 ]

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/models/_custom_vision_prediction_client_enums.py

@@ -26,25 +26,31 @@ class CustomVisionErrorCodes(str, Enum):
     bad_request_project_unknown_classification = "BadRequestProjectUnknownClassification"
     bad_request_project_unsupported_domain_type_change = "BadRequestProjectUnsupportedDomainTypeChange"
     bad_request_project_unsupported_export_platform = "BadRequestProjectUnsupportedExportPlatform"
+    bad_request_project_image_preprocessing_settings = "BadRequestProjectImagePreprocessingSettings"
+    bad_request_project_duplicated = "BadRequestProjectDuplicated"
     bad_request_iteration_name = "BadRequestIterationName"
     bad_request_iteration_name_not_unique = "BadRequestIterationNameNotUnique"
     bad_request_iteration_description = "BadRequestIterationDescription"
     bad_request_iteration_is_not_trained = "BadRequestIterationIsNotTrained"
+    bad_request_iteration_validation_failed = "BadRequestIterationValidationFailed"
     bad_request_workspace_cannot_be_modified = "BadRequestWorkspaceCannotBeModified"
     bad_request_workspace_not_deletable = "BadRequestWorkspaceNotDeletable"
     bad_request_tag_name = "BadRequestTagName"
     bad_request_tag_name_not_unique = "BadRequestTagNameNotUnique"
     bad_request_tag_description = "BadRequestTagDescription"
     bad_request_tag_type = "BadRequestTagType"
     bad_request_multiple_negative_tag = "BadRequestMultipleNegativeTag"
+    bad_request_multiple_general_product_tag = "BadRequestMultipleGeneralProductTag"
     bad_request_image_tags = "BadRequestImageTags"
     bad_request_image_regions = "BadRequestImageRegions"
     bad_request_negative_and_regular_tag_on_same_image = "BadRequestNegativeAndRegularTagOnSameImage"
+    bad_request_unsupported_domain = "BadRequestUnsupportedDomain"
     bad_request_required_param_is_null = "BadRequestRequiredParamIsNull"
     bad_request_iteration_is_published = "BadRequestIterationIsPublished"
     bad_request_invalid_publish_name = "BadRequestInvalidPublishName"
     bad_request_invalid_publish_target = "BadRequestInvalidPublishTarget"
     bad_request_unpublish_failed = "BadRequestUnpublishFailed"
+    bad_request_iteration_not_published = "BadRequestIterationNotPublished"
     bad_request_subscription_api = "BadRequestSubscriptionApi"
     bad_request_exceed_project_limit = "BadRequestExceedProjectLimit"
     bad_request_exceed_iteration_per_project_limit = "BadRequestExceedIterationPerProjectLimit"
@@ -58,6 +64,7 @@ class CustomVisionErrorCodes(str, Enum):
     bad_request_image_url = "BadRequestImageUrl"
     bad_request_image_format = "BadRequestImageFormat"
     bad_request_image_size_bytes = "BadRequestImageSizeBytes"
+    bad_request_image_dimensions = "BadRequestImageDimensions"
     bad_request_image_exceeded_count = "BadRequestImageExceededCount"
     bad_request_training_not_needed = "BadRequestTrainingNotNeeded"
     bad_request_training_not_needed_but_training_pipeline_updated = "BadRequestTrainingNotNeededButTrainingPipelineUpdated"
@@ -80,6 +87,13 @@ class CustomVisionErrorCodes(str, Enum):
     bad_request_prediction_results_exceeded_count = "BadRequestPredictionResultsExceededCount"
     bad_request_prediction_invalid_application_name = "BadRequestPredictionInvalidApplicationName"
     bad_request_prediction_invalid_query_parameters = "BadRequestPredictionInvalidQueryParameters"
+    bad_request_invalid_import_token = "BadRequestInvalidImportToken"
+    bad_request_export_while_training = "BadRequestExportWhileTraining"
+    bad_request_image_metadata_key = "BadRequestImageMetadataKey"
+    bad_request_image_metadata_value = "BadRequestImageMetadataValue"
+    bad_request_operation_not_supported = "BadRequestOperationNotSupported"
+    bad_request_invalid_artifact_uri = "BadRequestInvalidArtifactUri"
+    bad_request_customer_managed_key_revoked = "BadRequestCustomerManagedKeyRevoked"
     bad_request_invalid = "BadRequestInvalid"
     unsupported_media_type = "UnsupportedMediaType"
     forbidden = "Forbidden"
@@ -105,10 +119,13 @@ class CustomVisionErrorCodes(str, Enum):
     conflict = "Conflict"
     conflict_invalid = "ConflictInvalid"
     error_unknown = "ErrorUnknown"
+    error_iteration_copy_failed = "ErrorIterationCopyFailed"
+    error_prepare_performance_migration_failed = "ErrorPreparePerformanceMigrationFailed"
     error_project_invalid_workspace = "ErrorProjectInvalidWorkspace"
     error_project_invalid_pipeline_configuration = "ErrorProjectInvalidPipelineConfiguration"
     error_project_invalid_domain = "ErrorProjectInvalidDomain"
     error_project_training_request_failed = "ErrorProjectTrainingRequestFailed"
+    error_project_import_request_failed = "ErrorProjectImportRequestFailed"
     error_project_export_request_failed = "ErrorProjectExportRequestFailed"
     error_featurization_service_unavailable = "ErrorFeaturizationServiceUnavailable"
     error_featurization_queue_timeout = "ErrorFeaturizationQueueTimeout"
@@ -125,4 +142,12 @@ class CustomVisionErrorCodes(str, Enum):
     error_prediction = "ErrorPrediction"
     error_prediction_storage = "ErrorPredictionStorage"
     error_region_proposal = "ErrorRegionProposal"
+    error_unknown_base_model = "ErrorUnknownBaseModel"
     error_invalid = "ErrorInvalid"
+
+
+class TagType(str, Enum):
+
+    regular = "Regular"
+    negative = "Negative"
+    general_product = "GeneralProduct"

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/models/_models.py

@@ -62,25 +62,29 @@ class CustomVisionError(Model):
      'BadRequestProjectUnknownDomain',
      'BadRequestProjectUnknownClassification',
      'BadRequestProjectUnsupportedDomainTypeChange',
-     'BadRequestProjectUnsupportedExportPlatform', 'BadRequestIterationName',
+     'BadRequestProjectUnsupportedExportPlatform',
+     'BadRequestProjectImagePreprocessingSettings',
+     'BadRequestProjectDuplicated', 'BadRequestIterationName',
      'BadRequestIterationNameNotUnique', 'BadRequestIterationDescription',
-     'BadRequestIterationIsNotTrained', 'BadRequestWorkspaceCannotBeModified',
-     'BadRequestWorkspaceNotDeletable', 'BadRequestTagName',
-     'BadRequestTagNameNotUnique', 'BadRequestTagDescription',
-     'BadRequestTagType', 'BadRequestMultipleNegativeTag',
+     'BadRequestIterationIsNotTrained', 'BadRequestIterationValidationFailed',
+     'BadRequestWorkspaceCannotBeModified', 'BadRequestWorkspaceNotDeletable',
+     'BadRequestTagName', 'BadRequestTagNameNotUnique',
+     'BadRequestTagDescription', 'BadRequestTagType',
+     'BadRequestMultipleNegativeTag', 'BadRequestMultipleGeneralProductTag',
      'BadRequestImageTags', 'BadRequestImageRegions',
      'BadRequestNegativeAndRegularTagOnSameImage',
-     'BadRequestRequiredParamIsNull', 'BadRequestIterationIsPublished',
-     'BadRequestInvalidPublishName', 'BadRequestInvalidPublishTarget',
-     'BadRequestUnpublishFailed', 'BadRequestSubscriptionApi',
+     'BadRequestUnsupportedDomain', 'BadRequestRequiredParamIsNull',
+     'BadRequestIterationIsPublished', 'BadRequestInvalidPublishName',
+     'BadRequestInvalidPublishTarget', 'BadRequestUnpublishFailed',
+     'BadRequestIterationNotPublished', 'BadRequestSubscriptionApi',
      'BadRequestExceedProjectLimit',
      'BadRequestExceedIterationPerProjectLimit',
      'BadRequestExceedTagPerProjectLimit', 'BadRequestExceedTagPerImageLimit',
      'BadRequestExceededQuota', 'BadRequestCannotMigrateProjectWithName',
      'BadRequestNotLimitedTrial', 'BadRequestImageBatch',
      'BadRequestImageStream', 'BadRequestImageUrl', 'BadRequestImageFormat',
-     'BadRequestImageSizeBytes', 'BadRequestImageExceededCount',
-     'BadRequestTrainingNotNeeded',
+     'BadRequestImageSizeBytes', 'BadRequestImageDimensions',
+     'BadRequestImageExceededCount', 'BadRequestTrainingNotNeeded',
      'BadRequestTrainingNotNeededButTrainingPipelineUpdated',
      'BadRequestTrainingValidationFailed',
      'BadRequestClassificationTrainingValidationFailed',
@@ -98,7 +102,11 @@ class CustomVisionError(Model):
      'BadRequestPredictionTagsExceededCount',
      'BadRequestPredictionResultsExceededCount',
      'BadRequestPredictionInvalidApplicationName',
-     'BadRequestPredictionInvalidQueryParameters', 'BadRequestInvalid',
+     'BadRequestPredictionInvalidQueryParameters',
+     'BadRequestInvalidImportToken', 'BadRequestExportWhileTraining',
+     'BadRequestImageMetadataKey', 'BadRequestImageMetadataValue',
+     'BadRequestOperationNotSupported', 'BadRequestInvalidArtifactUri',
+     'BadRequestCustomerManagedKeyRevoked', 'BadRequestInvalid',
      'UnsupportedMediaType', 'Forbidden', 'ForbiddenUser',
      'ForbiddenUserResource', 'ForbiddenUserSignupDisabled',
      'ForbiddenUserSignupAllowanceExceeded', 'ForbiddenUserDoesNotExist',
@@ -107,19 +115,20 @@ class CustomVisionError(Model):
      'NotFoundProject', 'NotFoundProjectDefaultIteration', 'NotFoundIteration',
      'NotFoundIterationPerformance', 'NotFoundTag', 'NotFoundImage',
      'NotFoundDomain', 'NotFoundApimSubscription', 'NotFoundInvalid',
-     'Conflict', 'ConflictInvalid', 'ErrorUnknown',
-     'ErrorProjectInvalidWorkspace',
+     'Conflict', 'ConflictInvalid', 'ErrorUnknown', 'ErrorIterationCopyFailed',
+     'ErrorPreparePerformanceMigrationFailed', 'ErrorProjectInvalidWorkspace',
      'ErrorProjectInvalidPipelineConfiguration', 'ErrorProjectInvalidDomain',
-     'ErrorProjectTrainingRequestFailed', 'ErrorProjectExportRequestFailed',
-     'ErrorFeaturizationServiceUnavailable', 'ErrorFeaturizationQueueTimeout',
-     'ErrorFeaturizationInvalidFeaturizer',
+     'ErrorProjectTrainingRequestFailed', 'ErrorProjectImportRequestFailed',
+     'ErrorProjectExportRequestFailed', 'ErrorFeaturizationServiceUnavailable',
+     'ErrorFeaturizationQueueTimeout', 'ErrorFeaturizationInvalidFeaturizer',
      'ErrorFeaturizationAugmentationUnavailable',
      'ErrorFeaturizationUnrecognizedJob',
      'ErrorFeaturizationAugmentationError', 'ErrorExporterInvalidPlatform',
      'ErrorExporterInvalidFeaturizer', 'ErrorExporterInvalidClassifier',
      'ErrorPredictionServiceUnavailable', 'ErrorPredictionModelNotFound',
      'ErrorPredictionModelNotCached', 'ErrorPrediction',
-     'ErrorPredictionStorage', 'ErrorRegionProposal', 'ErrorInvalid'
+     'ErrorPredictionStorage', 'ErrorRegionProposal', 'ErrorUnknownBaseModel',
+     'ErrorInvalid'
     :type code: str or
      ~azure.cognitiveservices.vision.customvision.prediction.models.CustomVisionErrorCodes
     :param message: Required. A message explaining the error reported by the
@@ -236,20 +245,26 @@ class Prediction(Model):
     :ivar bounding_box: Bounding box of the prediction.
     :vartype bounding_box:
      ~azure.cognitiveservices.vision.customvision.prediction.models.BoundingBox
+    :ivar tag_type: Type of the predicted tag. Possible values include:
+     'Regular', 'Negative', 'GeneralProduct'
+    :vartype tag_type: str or
+     ~azure.cognitiveservices.vision.customvision.prediction.models.TagType
     """
 
     _validation = {
         'probability': {'readonly': True},
         'tag_id': {'readonly': True},
         'tag_name': {'readonly': True},
         'bounding_box': {'readonly': True},
+        'tag_type': {'readonly': True},
     }
 
     _attribute_map = {
         'probability': {'key': 'probability', 'type': 'float'},
         'tag_id': {'key': 'tagId', 'type': 'str'},
         'tag_name': {'key': 'tagName', 'type': 'str'},
         'bounding_box': {'key': 'boundingBox', 'type': 'BoundingBox'},
+        'tag_type': {'key': 'tagType', 'type': 'str'},
     }
 
     def __init__(self, **kwargs):
@@ -258,3 +273,4 @@ def __init__(self, **kwargs):
         self.tag_id = None
         self.tag_name = None
         self.bounding_box = None
+        self.tag_type = None

sdk/cognitiveservices/azure-cognitiveservices-vision-customvision/azure/cognitiveservices/vision/customvision/prediction/models/_models_py3.py

@@ -62,25 +62,29 @@ class CustomVisionError(Model):
      'BadRequestProjectUnknownDomain',
      'BadRequestProjectUnknownClassification',
      'BadRequestProjectUnsupportedDomainTypeChange',
-     'BadRequestProjectUnsupportedExportPlatform', 'BadRequestIterationName',
+     'BadRequestProjectUnsupportedExportPlatform',
+     'BadRequestProjectImagePreprocessingSettings',
+     'BadRequestProjectDuplicated', 'BadRequestIterationName',
      'BadRequestIterationNameNotUnique', 'BadRequestIterationDescription',
-     'BadRequestIterationIsNotTrained', 'BadRequestWorkspaceCannotBeModified',
-     'BadRequestWorkspaceNotDeletable', 'BadRequestTagName',
-     'BadRequestTagNameNotUnique', 'BadRequestTagDescription',
-     'BadRequestTagType', 'BadRequestMultipleNegativeTag',
+     'BadRequestIterationIsNotTrained', 'BadRequestIterationValidationFailed',
+     'BadRequestWorkspaceCannotBeModified', 'BadRequestWorkspaceNotDeletable',
+     'BadRequestTagName', 'BadRequestTagNameNotUnique',
+     'BadRequestTagDescription', 'BadRequestTagType',
+     'BadRequestMultipleNegativeTag', 'BadRequestMultipleGeneralProductTag',
      'BadRequestImageTags', 'BadRequestImageRegions',
      'BadRequestNegativeAndRegularTagOnSameImage',
-     'BadRequestRequiredParamIsNull', 'BadRequestIterationIsPublished',
-     'BadRequestInvalidPublishName', 'BadRequestInvalidPublishTarget',
-     'BadRequestUnpublishFailed', 'BadRequestSubscriptionApi',
+     'BadRequestUnsupportedDomain', 'BadRequestRequiredParamIsNull',
+     'BadRequestIterationIsPublished', 'BadRequestInvalidPublishName',
+     'BadRequestInvalidPublishTarget', 'BadRequestUnpublishFailed',
+     'BadRequestIterationNotPublished', 'BadRequestSubscriptionApi',
      'BadRequestExceedProjectLimit',
      'BadRequestExceedIterationPerProjectLimit',
      'BadRequestExceedTagPerProjectLimit', 'BadRequestExceedTagPerImageLimit',
      'BadRequestExceededQuota', 'BadRequestCannotMigrateProjectWithName',
      'BadRequestNotLimitedTrial', 'BadRequestImageBatch',
      'BadRequestImageStream', 'BadRequestImageUrl', 'BadRequestImageFormat',
-     'BadRequestImageSizeBytes', 'BadRequestImageExceededCount',
-     'BadRequestTrainingNotNeeded',
+     'BadRequestImageSizeBytes', 'BadRequestImageDimensions',
+     'BadRequestImageExceededCount', 'BadRequestTrainingNotNeeded',
      'BadRequestTrainingNotNeededButTrainingPipelineUpdated',
      'BadRequestTrainingValidationFailed',
      'BadRequestClassificationTrainingValidationFailed',
@@ -98,7 +102,11 @@ class CustomVisionError(Model):
      'BadRequestPredictionTagsExceededCount',
      'BadRequestPredictionResultsExceededCount',
      'BadRequestPredictionInvalidApplicationName',
-     'BadRequestPredictionInvalidQueryParameters', 'BadRequestInvalid',
+     'BadRequestPredictionInvalidQueryParameters',
+     'BadRequestInvalidImportToken', 'BadRequestExportWhileTraining',
+     'BadRequestImageMetadataKey', 'BadRequestImageMetadataValue',
+     'BadRequestOperationNotSupported', 'BadRequestInvalidArtifactUri',
+     'BadRequestCustomerManagedKeyRevoked', 'BadRequestInvalid',
      'UnsupportedMediaType', 'Forbidden', 'ForbiddenUser',
      'ForbiddenUserResource', 'ForbiddenUserSignupDisabled',
      'ForbiddenUserSignupAllowanceExceeded', 'ForbiddenUserDoesNotExist',
@@ -107,19 +115,20 @@ class CustomVisionError(Model):
      'NotFoundProject', 'NotFoundProjectDefaultIteration', 'NotFoundIteration',
      'NotFoundIterationPerformance', 'NotFoundTag', 'NotFoundImage',
      'NotFoundDomain', 'NotFoundApimSubscription', 'NotFoundInvalid',
-     'Conflict', 'ConflictInvalid', 'ErrorUnknown',
-     'ErrorProjectInvalidWorkspace',
+     'Conflict', 'ConflictInvalid', 'ErrorUnknown', 'ErrorIterationCopyFailed',
+     'ErrorPreparePerformanceMigrationFailed', 'ErrorProjectInvalidWorkspace',
      'ErrorProjectInvalidPipelineConfiguration', 'ErrorProjectInvalidDomain',
-     'ErrorProjectTrainingRequestFailed', 'ErrorProjectExportRequestFailed',
-     'ErrorFeaturizationServiceUnavailable', 'ErrorFeaturizationQueueTimeout',
-     'ErrorFeaturizationInvalidFeaturizer',
+     'ErrorProjectTrainingRequestFailed', 'ErrorProjectImportRequestFailed',
+     'ErrorProjectExportRequestFailed', 'ErrorFeaturizationServiceUnavailable',
+     'ErrorFeaturizationQueueTimeout', 'ErrorFeaturizationInvalidFeaturizer',
      'ErrorFeaturizationAugmentationUnavailable',
      'ErrorFeaturizationUnrecognizedJob',
      'ErrorFeaturizationAugmentationError', 'ErrorExporterInvalidPlatform',
      'ErrorExporterInvalidFeaturizer', 'ErrorExporterInvalidClassifier',
      'ErrorPredictionServiceUnavailable', 'ErrorPredictionModelNotFound',
      'ErrorPredictionModelNotCached', 'ErrorPrediction',
-     'ErrorPredictionStorage', 'ErrorRegionProposal', 'ErrorInvalid'
+     'ErrorPredictionStorage', 'ErrorRegionProposal', 'ErrorUnknownBaseModel',
+     'ErrorInvalid'
     :type code: str or
      ~azure.cognitiveservices.vision.customvision.prediction.models.CustomVisionErrorCodes
     :param message: Required. A message explaining the error reported by the
@@ -236,20 +245,26 @@ class Prediction(Model):
     :ivar bounding_box: Bounding box of the prediction.
     :vartype bounding_box:
      ~azure.cognitiveservices.vision.customvision.prediction.models.BoundingBox
+    :ivar tag_type: Type of the predicted tag. Possible values include:
+     'Regular', 'Negative', 'GeneralProduct'
+    :vartype tag_type: str or
+     ~azure.cognitiveservices.vision.customvision.prediction.models.TagType
     """
 
     _validation = {
         'probability': {'readonly': True},
         'tag_id': {'readonly': True},
         'tag_name': {'readonly': True},
         'bounding_box': {'readonly': True},
+        'tag_type': {'readonly': True},
     }
 
     _attribute_map = {
         'probability': {'key': 'probability', 'type': 'float'},
         'tag_id': {'key': 'tagId', 'type': 'str'},
         'tag_name': {'key': 'tagName', 'type': 'str'},
         'bounding_box': {'key': 'boundingBox', 'type': 'BoundingBox'},
+        'tag_type': {'key': 'tagType', 'type': 'str'},
     }
 
     def __init__(self, **kwargs) -> None:
@@ -258,3 +273,4 @@ def __init__(self, **kwargs) -> None:
         self.tag_id = None
         self.tag_name = None
         self.bounding_box = None
+        self.tag_type = None