Package cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb (v1.58.2)

Version 1.58.2

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Beta

This library is covered by the Pre-GA Offerings Terms of the Terms of Service. Pre-GA libraries might have limited support, and changes to pre-GA libraries might not be compatible with other pre-GA versions. For more information, see the launch stage descriptions.

Note: To get more information about this package, such as access to older versions, view this package on pkg.go.dev.

Variables

AcceleratorType_name, AcceleratorType_value

var (
	AcceleratorType_name = map[int32]string{
		0:  "ACCELERATOR_TYPE_UNSPECIFIED",
		1:  "NVIDIA_TESLA_K80",
		2:  "NVIDIA_TESLA_P100",
		3:  "NVIDIA_TESLA_V100",
		4:  "NVIDIA_TESLA_P4",
		5:  "NVIDIA_TESLA_T4",
		8:  "NVIDIA_TESLA_A100",
		9:  "NVIDIA_A100_80GB",
		11: "NVIDIA_L4",
		13: "NVIDIA_H100_80GB",
		6:  "TPU_V2",
		7:  "TPU_V3",
		10: "TPU_V4_POD",
		12: "TPU_V5_LITEPOD",
	}
	AcceleratorType_value = map[string]int32{
		"ACCELERATOR_TYPE_UNSPECIFIED": 0,
		"NVIDIA_TESLA_K80":             1,
		"NVIDIA_TESLA_P100":            2,
		"NVIDIA_TESLA_V100":            3,
		"NVIDIA_TESLA_P4":              4,
		"NVIDIA_TESLA_T4":              5,
		"NVIDIA_TESLA_A100":            8,
		"NVIDIA_A100_80GB":             9,
		"NVIDIA_L4":                    11,
		"NVIDIA_H100_80GB":             13,
		"TPU_V2":                       6,
		"TPU_V3":                       7,
		"TPU_V4_POD":                   10,
		"TPU_V5_LITEPOD":               12,
	}
)

Enum value maps for AcceleratorType.

Artifact_State_name, Artifact_State_value

var (
	Artifact_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "PENDING",
		2: "LIVE",
	}
	Artifact_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"PENDING":           1,
		"LIVE":              2,
	}
)

Enum value maps for Artifact_State.

HarmCategory_name, HarmCategory_value

var (
	HarmCategory_name = map[int32]string{
		0: "HARM_CATEGORY_UNSPECIFIED",
		1: "HARM_CATEGORY_HATE_SPEECH",
		2: "HARM_CATEGORY_DANGEROUS_CONTENT",
		3: "HARM_CATEGORY_HARASSMENT",
		4: "HARM_CATEGORY_SEXUALLY_EXPLICIT",
	}
	HarmCategory_value = map[string]int32{
		"HARM_CATEGORY_UNSPECIFIED":       0,
		"HARM_CATEGORY_HATE_SPEECH":       1,
		"HARM_CATEGORY_DANGEROUS_CONTENT": 2,
		"HARM_CATEGORY_HARASSMENT":        3,
		"HARM_CATEGORY_SEXUALLY_EXPLICIT": 4,
	}
)

Enum value maps for HarmCategory.

SafetySetting_HarmBlockThreshold_name, SafetySetting_HarmBlockThreshold_value

var (
	SafetySetting_HarmBlockThreshold_name = map[int32]string{
		0: "HARM_BLOCK_THRESHOLD_UNSPECIFIED",
		1: "BLOCK_LOW_AND_ABOVE",
		2: "BLOCK_MEDIUM_AND_ABOVE",
		3: "BLOCK_ONLY_HIGH",
		4: "BLOCK_NONE",
	}
	SafetySetting_HarmBlockThreshold_value = map[string]int32{
		"HARM_BLOCK_THRESHOLD_UNSPECIFIED": 0,
		"BLOCK_LOW_AND_ABOVE":              1,
		"BLOCK_MEDIUM_AND_ABOVE":           2,
		"BLOCK_ONLY_HIGH":                  3,
		"BLOCK_NONE":                       4,
	}
)

Enum value maps for SafetySetting_HarmBlockThreshold.

SafetyRating_HarmProbability_name, SafetyRating_HarmProbability_value

var (
	SafetyRating_HarmProbability_name = map[int32]string{
		0: "HARM_PROBABILITY_UNSPECIFIED",
		1: "NEGLIGIBLE",
		2: "LOW",
		3: "MEDIUM",
		4: "HIGH",
	}
	SafetyRating_HarmProbability_value = map[string]int32{
		"HARM_PROBABILITY_UNSPECIFIED": 0,
		"NEGLIGIBLE":                   1,
		"LOW":                          2,
		"MEDIUM":                       3,
		"HIGH":                         4,
	}
)

Enum value maps for SafetyRating_HarmProbability.

Candidate_FinishReason_name, Candidate_FinishReason_value

var (
	Candidate_FinishReason_name = map[int32]string{
		0: "FINISH_REASON_UNSPECIFIED",
		1: "STOP",
		2: "MAX_TOKENS",
		3: "SAFETY",
		4: "RECITATION",
		5: "OTHER",
	}
	Candidate_FinishReason_value = map[string]int32{
		"FINISH_REASON_UNSPECIFIED": 0,
		"STOP":                      1,
		"MAX_TOKENS":                2,
		"SAFETY":                    3,
		"RECITATION":                4,
		"OTHER":                     5,
	}
)

Enum value maps for Candidate_FinishReason.

SampleConfig_SampleStrategy_name, SampleConfig_SampleStrategy_value

var (
	SampleConfig_SampleStrategy_name = map[int32]string{
		0: "SAMPLE_STRATEGY_UNSPECIFIED",
		1: "UNCERTAINTY",
	}
	SampleConfig_SampleStrategy_value = map[string]int32{
		"SAMPLE_STRATEGY_UNSPECIFIED": 0,
		"UNCERTAINTY":                 1,
	}
)

Enum value maps for SampleConfig_SampleStrategy.

EvaluatedAnnotation_EvaluatedAnnotationType_name, EvaluatedAnnotation_EvaluatedAnnotationType_value

var (
	EvaluatedAnnotation_EvaluatedAnnotationType_name = map[int32]string{
		0: "EVALUATED_ANNOTATION_TYPE_UNSPECIFIED",
		1: "TRUE_POSITIVE",
		2: "FALSE_POSITIVE",
		3: "FALSE_NEGATIVE",
	}
	EvaluatedAnnotation_EvaluatedAnnotationType_value = map[string]int32{
		"EVALUATED_ANNOTATION_TYPE_UNSPECIFIED": 0,
		"TRUE_POSITIVE":                         1,
		"FALSE_POSITIVE":                        2,
		"FALSE_NEGATIVE":                        3,
	}
)

Enum value maps for EvaluatedAnnotation_EvaluatedAnnotationType.

ErrorAnalysisAnnotation_QueryType_name, ErrorAnalysisAnnotation_QueryType_value

var (
	ErrorAnalysisAnnotation_QueryType_name = map[int32]string{
		0: "QUERY_TYPE_UNSPECIFIED",
		1: "ALL_SIMILAR",
		2: "SAME_CLASS_SIMILAR",
		3: "SAME_CLASS_DISSIMILAR",
	}
	ErrorAnalysisAnnotation_QueryType_value = map[string]int32{
		"QUERY_TYPE_UNSPECIFIED": 0,
		"ALL_SIMILAR":            1,
		"SAME_CLASS_SIMILAR":     2,
		"SAME_CLASS_DISSIMILAR":  3,
	}
)

Enum value maps for ErrorAnalysisAnnotation_QueryType.

Event_Type_name, Event_Type_value

var (
	Event_Type_name = map[int32]string{
		0: "TYPE_UNSPECIFIED",
		1: "INPUT",
		2: "OUTPUT",
	}
	Event_Type_value = map[string]int32{
		"TYPE_UNSPECIFIED": 0,
		"INPUT":            1,
		"OUTPUT":           2,
	}
)

Enum value maps for Event_Type.

Execution_State_name, Execution_State_value

var (
	Execution_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "NEW",
		2: "RUNNING",
		3: "COMPLETE",
		4: "FAILED",
		5: "CACHED",
		6: "CANCELLED",
	}
	Execution_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"NEW":               1,
		"RUNNING":           2,
		"COMPLETE":          3,
		"FAILED":            4,
		"CACHED":            5,
		"CANCELLED":         6,
	}
)

Enum value maps for Execution_State.

Examples_ExampleGcsSource_DataFormat_name, Examples_ExampleGcsSource_DataFormat_value

var (
	Examples_ExampleGcsSource_DataFormat_name = map[int32]string{
		0: "DATA_FORMAT_UNSPECIFIED",
		1: "JSONL",
	}
	Examples_ExampleGcsSource_DataFormat_value = map[string]int32{
		"DATA_FORMAT_UNSPECIFIED": 0,
		"JSONL":                   1,
	}
)

Enum value maps for Examples_ExampleGcsSource_DataFormat.

Presets_Query_name, Presets_Query_value

var (
	Presets_Query_name = map[int32]string{
		0: "PRECISE",
		1: "FAST",
	}
	Presets_Query_value = map[string]int32{
		"PRECISE": 0,
		"FAST":    1,
	}
)

Enum value maps for Presets_Query.

Presets_Modality_name, Presets_Modality_value

var (
	Presets_Modality_name = map[int32]string{
		0: "MODALITY_UNSPECIFIED",
		1: "IMAGE",
		2: "TEXT",
		3: "TABULAR",
	}
	Presets_Modality_value = map[string]int32{
		"MODALITY_UNSPECIFIED": 0,
		"IMAGE":                1,
		"TEXT":                 2,
		"TABULAR":              3,
	}
)

Enum value maps for Presets_Modality.

ExamplesOverride_DataFormat_name, ExamplesOverride_DataFormat_value

var (
	ExamplesOverride_DataFormat_name = map[int32]string{
		0: "DATA_FORMAT_UNSPECIFIED",
		1: "INSTANCES",
		2: "EMBEDDINGS",
	}
	ExamplesOverride_DataFormat_value = map[string]int32{
		"DATA_FORMAT_UNSPECIFIED": 0,
		"INSTANCES":               1,
		"EMBEDDINGS":              2,
	}
)

Enum value maps for ExamplesOverride_DataFormat.

ExplanationMetadata_InputMetadata_Encoding_name, ExplanationMetadata_InputMetadata_Encoding_value

var (
	ExplanationMetadata_InputMetadata_Encoding_name = map[int32]string{
		0: "ENCODING_UNSPECIFIED",
		1: "IDENTITY",
		2: "BAG_OF_FEATURES",
		3: "BAG_OF_FEATURES_SPARSE",
		4: "INDICATOR",
		5: "COMBINED_EMBEDDING",
		6: "CONCAT_EMBEDDING",
	}
	ExplanationMetadata_InputMetadata_Encoding_value = map[string]int32{
		"ENCODING_UNSPECIFIED":   0,
		"IDENTITY":               1,
		"BAG_OF_FEATURES":        2,
		"BAG_OF_FEATURES_SPARSE": 3,
		"INDICATOR":              4,
		"COMBINED_EMBEDDING":     5,
		"CONCAT_EMBEDDING":       6,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Encoding.

ExplanationMetadata_InputMetadata_Visualization_Type_name, ExplanationMetadata_InputMetadata_Visualization_Type_value

var (
	ExplanationMetadata_InputMetadata_Visualization_Type_name = map[int32]string{
		0: "TYPE_UNSPECIFIED",
		1: "PIXELS",
		2: "OUTLINES",
	}
	ExplanationMetadata_InputMetadata_Visualization_Type_value = map[string]int32{
		"TYPE_UNSPECIFIED": 0,
		"PIXELS":           1,
		"OUTLINES":         2,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_Type.

ExplanationMetadata_InputMetadata_Visualization_Polarity_name, ExplanationMetadata_InputMetadata_Visualization_Polarity_value

var (
	ExplanationMetadata_InputMetadata_Visualization_Polarity_name = map[int32]string{
		0: "POLARITY_UNSPECIFIED",
		1: "POSITIVE",
		2: "NEGATIVE",
		3: "BOTH",
	}
	ExplanationMetadata_InputMetadata_Visualization_Polarity_value = map[string]int32{
		"POLARITY_UNSPECIFIED": 0,
		"POSITIVE":             1,
		"NEGATIVE":             2,
		"BOTH":                 3,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_Polarity.

ExplanationMetadata_InputMetadata_Visualization_ColorMap_name, ExplanationMetadata_InputMetadata_Visualization_ColorMap_value

var (
	ExplanationMetadata_InputMetadata_Visualization_ColorMap_name = map[int32]string{
		0: "COLOR_MAP_UNSPECIFIED",
		1: "PINK_GREEN",
		2: "VIRIDIS",
		3: "RED",
		4: "GREEN",
		6: "RED_GREEN",
		5: "PINK_WHITE_GREEN",
	}
	ExplanationMetadata_InputMetadata_Visualization_ColorMap_value = map[string]int32{
		"COLOR_MAP_UNSPECIFIED": 0,
		"PINK_GREEN":            1,
		"VIRIDIS":               2,
		"RED":                   3,
		"GREEN":                 4,
		"RED_GREEN":             6,
		"PINK_WHITE_GREEN":      5,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_ColorMap.

ExplanationMetadata_InputMetadata_Visualization_OverlayType_name, ExplanationMetadata_InputMetadata_Visualization_OverlayType_value

var (
	ExplanationMetadata_InputMetadata_Visualization_OverlayType_name = map[int32]string{
		0: "OVERLAY_TYPE_UNSPECIFIED",
		1: "NONE",
		2: "ORIGINAL",
		3: "GRAYSCALE",
		4: "MASK_BLACK",
	}
	ExplanationMetadata_InputMetadata_Visualization_OverlayType_value = map[string]int32{
		"OVERLAY_TYPE_UNSPECIFIED": 0,
		"NONE":                     1,
		"ORIGINAL":                 2,
		"GRAYSCALE":                3,
		"MASK_BLACK":               4,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_OverlayType.

Feature_ValueType_name, Feature_ValueType_value

var (
	Feature_ValueType_name = map[int32]string{
		0:  "VALUE_TYPE_UNSPECIFIED",
		1:  "BOOL",
		2:  "BOOL_ARRAY",
		3:  "DOUBLE",
		4:  "DOUBLE_ARRAY",
		9:  "INT64",
		10: "INT64_ARRAY",
		11: "STRING",
		12: "STRING_ARRAY",
		13: "BYTES",
	}
	Feature_ValueType_value = map[string]int32{
		"VALUE_TYPE_UNSPECIFIED": 0,
		"BOOL":                   1,
		"BOOL_ARRAY":             2,
		"DOUBLE":                 3,
		"DOUBLE_ARRAY":           4,
		"INT64":                  9,
		"INT64_ARRAY":            10,
		"STRING":                 11,
		"STRING_ARRAY":           12,
		"BYTES":                  13,
	}
)

Enum value maps for Feature_ValueType.

Feature_MonitoringStatsAnomaly_Objective_name, Feature_MonitoringStatsAnomaly_Objective_value

var (
	Feature_MonitoringStatsAnomaly_Objective_name = map[int32]string{
		0: "OBJECTIVE_UNSPECIFIED",
		1: "IMPORT_FEATURE_ANALYSIS",
		2: "SNAPSHOT_ANALYSIS",
	}
	Feature_MonitoringStatsAnomaly_Objective_value = map[string]int32{
		"OBJECTIVE_UNSPECIFIED":   0,
		"IMPORT_FEATURE_ANALYSIS": 1,
		"SNAPSHOT_ANALYSIS":       2,
	}
)

Enum value maps for Feature_MonitoringStatsAnomaly_Objective.

FeatureOnlineStore_State_name, FeatureOnlineStore_State_value

var (
	FeatureOnlineStore_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "STABLE",
		2: "UPDATING",
	}
	FeatureOnlineStore_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"STABLE":            1,
		"UPDATING":          2,
	}
)

Enum value maps for FeatureOnlineStore_State.

FeatureViewDataFormat_name, FeatureViewDataFormat_value

var (
	FeatureViewDataFormat_name = map[int32]string{
		0: "FEATURE_VIEW_DATA_FORMAT_UNSPECIFIED",
		1: "KEY_VALUE",
		2: "PROTO_STRUCT",
	}
	FeatureViewDataFormat_value = map[string]int32{
		"FEATURE_VIEW_DATA_FORMAT_UNSPECIFIED": 0,
		"KEY_VALUE":                            1,
		"PROTO_STRUCT":                         2,
	}
)

Enum value maps for FeatureViewDataFormat.

FetchFeatureValuesRequest_Format_name, FetchFeatureValuesRequest_Format_value

var (
	FetchFeatureValuesRequest_Format_name = map[int32]string{
		0: "FORMAT_UNSPECIFIED",
		1: "KEY_VALUE",
		2: "PROTO_STRUCT",
	}
	FetchFeatureValuesRequest_Format_value = map[string]int32{
		"FORMAT_UNSPECIFIED": 0,
		"KEY_VALUE":          1,
		"PROTO_STRUCT":       2,
	}
)

Enum value maps for FetchFeatureValuesRequest_Format.

FeatureView_VectorSearchConfig_DistanceMeasureType_name, FeatureView_VectorSearchConfig_DistanceMeasureType_value

var (
	FeatureView_VectorSearchConfig_DistanceMeasureType_name = map[int32]string{
		0: "DISTANCE_MEASURE_TYPE_UNSPECIFIED",
		1: "SQUARED_L2_DISTANCE",
		2: "COSINE_DISTANCE",
		3: "DOT_PRODUCT_DISTANCE",
	}
	FeatureView_VectorSearchConfig_DistanceMeasureType_value = map[string]int32{
		"DISTANCE_MEASURE_TYPE_UNSPECIFIED": 0,
		"SQUARED_L2_DISTANCE":               1,
		"COSINE_DISTANCE":                   2,
		"DOT_PRODUCT_DISTANCE":              3,
	}
)

Enum value maps for FeatureView_VectorSearchConfig_DistanceMeasureType.

Featurestore_State_name, Featurestore_State_value

var (
	Featurestore_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "STABLE",
		2: "UPDATING",
	}
	Featurestore_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"STABLE":            1,
		"UPDATING":          2,
	}
)

Enum value maps for Featurestore_State.

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State_name, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State_value

var (
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "DEFAULT",
		2: "ENABLED",
		3: "DISABLED",
	}
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"DEFAULT":           1,
		"ENABLED":           2,
		"DISABLED":          3,
	}
)

Enum value maps for FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State.

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline_name, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline_value

var (
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline_name = map[int32]string{
		0: "BASELINE_UNSPECIFIED",
		1: "LATEST_STATS",
		2: "MOST_RECENT_SNAPSHOT_STATS",
		3: "PREVIOUS_IMPORT_FEATURES_STATS",
	}
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline_value = map[string]int32{
		"BASELINE_UNSPECIFIED":           0,
		"LATEST_STATS":                   1,
		"MOST_RECENT_SNAPSHOT_STATS":     2,
		"PREVIOUS_IMPORT_FEATURES_STATS": 3,
	}
)

Enum value maps for FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline.

Index_IndexUpdateMethod_name, Index_IndexUpdateMethod_value

var (
	Index_IndexUpdateMethod_name = map[int32]string{
		0: "INDEX_UPDATE_METHOD_UNSPECIFIED",
		1: "BATCH_UPDATE",
		2: "STREAM_UPDATE",
	}
	Index_IndexUpdateMethod_value = map[string]int32{
		"INDEX_UPDATE_METHOD_UNSPECIFIED": 0,
		"BATCH_UPDATE":                    1,
		"STREAM_UPDATE":                   2,
	}
)

Enum value maps for Index_IndexUpdateMethod.

IndexDatapoint_NumericRestriction_Operator_name, IndexDatapoint_NumericRestriction_Operator_value

var (
	IndexDatapoint_NumericRestriction_Operator_name = map[int32]string{
		0: "OPERATOR_UNSPECIFIED",
		1: "LESS",
		2: "LESS_EQUAL",
		3: "EQUAL",
		4: "GREATER_EQUAL",
		5: "GREATER",
	}
	IndexDatapoint_NumericRestriction_Operator_value = map[string]int32{
		"OPERATOR_UNSPECIFIED": 0,
		"LESS":                 1,
		"LESS_EQUAL":           2,
		"EQUAL":                3,
		"GREATER_EQUAL":        4,
		"GREATER":              5,
	}
)

Enum value maps for IndexDatapoint_NumericRestriction_Operator.

NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType_name, NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType_value

var (
	NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType_name = map[int32]string{
		0: "ERROR_TYPE_UNSPECIFIED",
		1: "EMPTY_LINE",
		2: "INVALID_JSON_SYNTAX",
		3: "INVALID_CSV_SYNTAX",
		4: "INVALID_AVRO_SYNTAX",
		5: "INVALID_EMBEDDING_ID",
		6: "EMBEDDING_SIZE_MISMATCH",
		7: "NAMESPACE_MISSING",
	}
	NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType_value = map[string]int32{
		"ERROR_TYPE_UNSPECIFIED":  0,
		"EMPTY_LINE":              1,
		"INVALID_JSON_SYNTAX":     2,
		"INVALID_CSV_SYNTAX":      3,
		"INVALID_AVRO_SYNTAX":     4,
		"INVALID_EMBEDDING_ID":    5,
		"EMBEDDING_SIZE_MISMATCH": 6,
		"NAMESPACE_MISSING":       7,
	}
)

Enum value maps for NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType.

JobState_name, JobState_value

var (
	JobState_name = map[int32]string{
		0:  "JOB_STATE_UNSPECIFIED",
		1:  "JOB_STATE_QUEUED",
		2:  "JOB_STATE_PENDING",
		3:  "JOB_STATE_RUNNING",
		4:  "JOB_STATE_SUCCEEDED",
		5:  "JOB_STATE_FAILED",
		6:  "JOB_STATE_CANCELLING",
		7:  "JOB_STATE_CANCELLED",
		8:  "JOB_STATE_PAUSED",
		9:  "JOB_STATE_EXPIRED",
		10: "JOB_STATE_UPDATING",
		11: "JOB_STATE_PARTIALLY_SUCCEEDED",
	}
	JobState_value = map[string]int32{
		"JOB_STATE_UNSPECIFIED":         0,
		"JOB_STATE_QUEUED":              1,
		"JOB_STATE_PENDING":             2,
		"JOB_STATE_RUNNING":             3,
		"JOB_STATE_SUCCEEDED":           4,
		"JOB_STATE_FAILED":              5,
		"JOB_STATE_CANCELLING":          6,
		"JOB_STATE_CANCELLED":           7,
		"JOB_STATE_PAUSED":              8,
		"JOB_STATE_EXPIRED":             9,
		"JOB_STATE_UPDATING":            10,
		"JOB_STATE_PARTIALLY_SUCCEEDED": 11,
	}
)

Enum value maps for JobState.

MetadataSchema_MetadataSchemaType_name, MetadataSchema_MetadataSchemaType_value

var (
	MetadataSchema_MetadataSchemaType_name = map[int32]string{
		0: "METADATA_SCHEMA_TYPE_UNSPECIFIED",
		1: "ARTIFACT_TYPE",
		2: "EXECUTION_TYPE",
		3: "CONTEXT_TYPE",
	}
	MetadataSchema_MetadataSchemaType_value = map[string]int32{
		"METADATA_SCHEMA_TYPE_UNSPECIFIED": 0,
		"ARTIFACT_TYPE":                    1,
		"EXECUTION_TYPE":                   2,
		"CONTEXT_TYPE":                     3,
	}
)

Enum value maps for MetadataSchema_MetadataSchemaType.

Model_DeploymentResourcesType_name, Model_DeploymentResourcesType_value

var (
	Model_DeploymentResourcesType_name = map[int32]string{
		0: "DEPLOYMENT_RESOURCES_TYPE_UNSPECIFIED",
		1: "DEDICATED_RESOURCES",
		2: "AUTOMATIC_RESOURCES",
		3: "SHARED_RESOURCES",
	}
	Model_DeploymentResourcesType_value = map[string]int32{
		"DEPLOYMENT_RESOURCES_TYPE_UNSPECIFIED": 0,
		"DEDICATED_RESOURCES":                   1,
		"AUTOMATIC_RESOURCES":                   2,
		"SHARED_RESOURCES":                      3,
	}
)

Enum value maps for Model_DeploymentResourcesType.

Model_ExportFormat_ExportableContent_name, Model_ExportFormat_ExportableContent_value

var (
	Model_ExportFormat_ExportableContent_name = map[int32]string{
		0: "EXPORTABLE_CONTENT_UNSPECIFIED",
		1: "ARTIFACT",
		2: "IMAGE",
	}
	Model_ExportFormat_ExportableContent_value = map[string]int32{
		"EXPORTABLE_CONTENT_UNSPECIFIED": 0,
		"ARTIFACT":                       1,
		"IMAGE":                          2,
	}
)

Enum value maps for Model_ExportFormat_ExportableContent.

ModelSourceInfo_ModelSourceType_name, ModelSourceInfo_ModelSourceType_value

var (
	ModelSourceInfo_ModelSourceType_name = map[int32]string{
		0: "MODEL_SOURCE_TYPE_UNSPECIFIED",
		1: "AUTOML",
		2: "CUSTOM",
		3: "BQML",
		4: "MODEL_GARDEN",
		5: "GENIE",
		6: "CUSTOM_TEXT_EMBEDDING",
	}
	ModelSourceInfo_ModelSourceType_value = map[string]int32{
		"MODEL_SOURCE_TYPE_UNSPECIFIED": 0,
		"AUTOML":                        1,
		"CUSTOM":                        2,
		"BQML":                          3,
		"MODEL_GARDEN":                  4,
		"GENIE":                         5,
		"CUSTOM_TEXT_EMBEDDING":         6,
	}
)

Enum value maps for ModelSourceInfo_ModelSourceType.

ModelDeploymentMonitoringObjectiveType_name, ModelDeploymentMonitoringObjectiveType_value

var (
	ModelDeploymentMonitoringObjectiveType_name = map[int32]string{
		0: "MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED",
		1: "RAW_FEATURE_SKEW",
		2: "RAW_FEATURE_DRIFT",
		3: "FEATURE_ATTRIBUTION_SKEW",
		4: "FEATURE_ATTRIBUTION_DRIFT",
	}
	ModelDeploymentMonitoringObjectiveType_value = map[string]int32{
		"MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED": 0,
		"RAW_FEATURE_SKEW":          1,
		"RAW_FEATURE_DRIFT":         2,
		"FEATURE_ATTRIBUTION_SKEW":  3,
		"FEATURE_ATTRIBUTION_DRIFT": 4,
	}
)

Enum value maps for ModelDeploymentMonitoringObjectiveType.

ModelDeploymentMonitoringJob_MonitoringScheduleState_name, ModelDeploymentMonitoringJob_MonitoringScheduleState_value

var (
	ModelDeploymentMonitoringJob_MonitoringScheduleState_name = map[int32]string{
		0: "MONITORING_SCHEDULE_STATE_UNSPECIFIED",
		1: "PENDING",
		2: "OFFLINE",
		3: "RUNNING",
	}
	ModelDeploymentMonitoringJob_MonitoringScheduleState_value = map[string]int32{
		"MONITORING_SCHEDULE_STATE_UNSPECIFIED": 0,
		"PENDING":                               1,
		"OFFLINE":                               2,
		"RUNNING":                               3,
	}
)

Enum value maps for ModelDeploymentMonitoringJob_MonitoringScheduleState.

ModelDeploymentMonitoringBigQueryTable_LogSource_name, ModelDeploymentMonitoringBigQueryTable_LogSource_value

var (
	ModelDeploymentMonitoringBigQueryTable_LogSource_name = map[int32]string{
		0: "LOG_SOURCE_UNSPECIFIED",
		1: "TRAINING",
		2: "SERVING",
	}
	ModelDeploymentMonitoringBigQueryTable_LogSource_value = map[string]int32{
		"LOG_SOURCE_UNSPECIFIED": 0,
		"TRAINING":               1,
		"SERVING":                2,
	}
)

Enum value maps for ModelDeploymentMonitoringBigQueryTable_LogSource.

ModelDeploymentMonitoringBigQueryTable_LogType_name, ModelDeploymentMonitoringBigQueryTable_LogType_value

var (
	ModelDeploymentMonitoringBigQueryTable_LogType_name = map[int32]string{
		0: "LOG_TYPE_UNSPECIFIED",
		1: "PREDICT",
		2: "EXPLAIN",
	}
	ModelDeploymentMonitoringBigQueryTable_LogType_value = map[string]int32{
		"LOG_TYPE_UNSPECIFIED": 0,
		"PREDICT":              1,
		"EXPLAIN":              2,
	}
)

Enum value maps for ModelDeploymentMonitoringBigQueryTable_LogType.

PublisherModelView_name, PublisherModelView_value

var (
	PublisherModelView_name = map[int32]string{
		0: "PUBLISHER_MODEL_VIEW_UNSPECIFIED",
		1: "PUBLISHER_MODEL_VIEW_BASIC",
		2: "PUBLISHER_MODEL_VIEW_FULL",
		3: "PUBLISHER_MODEL_VERSION_VIEW_BASIC",
	}
	PublisherModelView_value = map[string]int32{
		"PUBLISHER_MODEL_VIEW_UNSPECIFIED":   0,
		"PUBLISHER_MODEL_VIEW_BASIC":         1,
		"PUBLISHER_MODEL_VIEW_FULL":          2,
		"PUBLISHER_MODEL_VERSION_VIEW_BASIC": 3,
	}
)

Enum value maps for PublisherModelView.

ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_name, ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_value

var (
	ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_name = map[int32]string{
		0: "PREDICTION_FORMAT_UNSPECIFIED",
		2: "JSONL",
		3: "BIGQUERY",
	}
	ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_value = map[string]int32{
		"PREDICTION_FORMAT_UNSPECIFIED": 0,
		"JSONL":                         2,
		"BIGQUERY":                      3,
	}
)

Enum value maps for ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat.

NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm_name, NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm_value

var (
	NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm_name = map[int32]string{
		0: "MULTI_TRIAL_ALGORITHM_UNSPECIFIED",
		1: "REINFORCEMENT_LEARNING",
		2: "GRID_SEARCH",
	}
	NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm_value = map[string]int32{
		"MULTI_TRIAL_ALGORITHM_UNSPECIFIED": 0,
		"REINFORCEMENT_LEARNING":            1,
		"GRID_SEARCH":                       2,
	}
)

Enum value maps for NasJobSpec_MultiTrialAlgorithmSpec_MultiTrialAlgorithm.

NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType_name, NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType_value

var (
	NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType_name = map[int32]string{
		0: "GOAL_TYPE_UNSPECIFIED",
		1: "MAXIMIZE",
		2: "MINIMIZE",
	}
	NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType_value = map[string]int32{
		"GOAL_TYPE_UNSPECIFIED": 0,
		"MAXIMIZE":              1,
		"MINIMIZE":              2,
	}
)

Enum value maps for NasJobSpec_MultiTrialAlgorithmSpec_MetricSpec_GoalType.

NasTrial_State_name, NasTrial_State_value

var (
	NasTrial_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "REQUESTED",
		2: "ACTIVE",
		3: "STOPPING",
		4: "SUCCEEDED",
		5: "INFEASIBLE",
	}
	NasTrial_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"REQUESTED":         1,
		"ACTIVE":            2,
		"STOPPING":          3,
		"SUCCEEDED":         4,
		"INFEASIBLE":        5,
	}
)

Enum value maps for NasTrial_State.

Type_name, Type_value

var (
	Type_name = map[int32]string{
		0: "TYPE_UNSPECIFIED",
		1: "STRING",
		2: "NUMBER",
		3: "INTEGER",
		4: "BOOLEAN",
		5: "ARRAY",
		6: "OBJECT",
	}
	Type_value = map[string]int32{
		"TYPE_UNSPECIFIED": 0,
		"STRING":           1,
		"NUMBER":           2,
		"INTEGER":          3,
		"BOOLEAN":          4,
		"ARRAY":            5,
		"OBJECT":           6,
	}
)

Enum value maps for Type.

PersistentResource_State_name, PersistentResource_State_value

var (
	PersistentResource_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "PROVISIONING",
		3: "RUNNING",
		4: "STOPPING",
		5: "ERROR",
	}
	PersistentResource_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"PROVISIONING":      1,
		"RUNNING":           3,
		"STOPPING":          4,
		"ERROR":             5,
	}
)

Enum value maps for PersistentResource_State.

PipelineFailurePolicy_name, PipelineFailurePolicy_value

var (
	PipelineFailurePolicy_name = map[int32]string{
		0: "PIPELINE_FAILURE_POLICY_UNSPECIFIED",
		1: "PIPELINE_FAILURE_POLICY_FAIL_SLOW",
		2: "PIPELINE_FAILURE_POLICY_FAIL_FAST",
	}
	PipelineFailurePolicy_value = map[string]int32{
		"PIPELINE_FAILURE_POLICY_UNSPECIFIED": 0,
		"PIPELINE_FAILURE_POLICY_FAIL_SLOW":   1,
		"PIPELINE_FAILURE_POLICY_FAIL_FAST":   2,
	}
)

Enum value maps for PipelineFailurePolicy.

PipelineTaskDetail_State_name, PipelineTaskDetail_State_value

var (
	PipelineTaskDetail_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "PENDING",
		2: "RUNNING",
		3: "SUCCEEDED",
		4: "CANCEL_PENDING",
		5: "CANCELLING",
		6: "CANCELLED",
		7: "FAILED",
		8: "SKIPPED",
		9: "NOT_TRIGGERED",
	}
	PipelineTaskDetail_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"PENDING":           1,
		"RUNNING":           2,
		"SUCCEEDED":         3,
		"CANCEL_PENDING":    4,
		"CANCELLING":        5,
		"CANCELLED":         6,
		"FAILED":            7,
		"SKIPPED":           8,
		"NOT_TRIGGERED":     9,
	}
)

Enum value maps for PipelineTaskDetail_State.

PipelineState_name, PipelineState_value

var (
	PipelineState_name = map[int32]string{
		0: "PIPELINE_STATE_UNSPECIFIED",
		1: "PIPELINE_STATE_QUEUED",
		2: "PIPELINE_STATE_PENDING",
		3: "PIPELINE_STATE_RUNNING",
		4: "PIPELINE_STATE_SUCCEEDED",
		5: "PIPELINE_STATE_FAILED",
		6: "PIPELINE_STATE_CANCELLING",
		7: "PIPELINE_STATE_CANCELLED",
		8: "PIPELINE_STATE_PAUSED",
	}
	PipelineState_value = map[string]int32{
		"PIPELINE_STATE_UNSPECIFIED": 0,
		"PIPELINE_STATE_QUEUED":      1,
		"PIPELINE_STATE_PENDING":     2,
		"PIPELINE_STATE_RUNNING":     3,
		"PIPELINE_STATE_SUCCEEDED":   4,
		"PIPELINE_STATE_FAILED":      5,
		"PIPELINE_STATE_CANCELLING":  6,
		"PIPELINE_STATE_CANCELLED":   7,
		"PIPELINE_STATE_PAUSED":      8,
	}
)

Enum value maps for PipelineState.

GenerateContentResponse_PromptFeedback_BlockedReason_name, GenerateContentResponse_PromptFeedback_BlockedReason_value

var (
	GenerateContentResponse_PromptFeedback_BlockedReason_name = map[int32]string{
		0: "BLOCKED_REASON_UNSPECIFIED",
		1: "SAFETY",
		2: "OTHER",
	}
	GenerateContentResponse_PromptFeedback_BlockedReason_value = map[string]int32{
		"BLOCKED_REASON_UNSPECIFIED": 0,
		"SAFETY":                     1,
		"OTHER":                      2,
	}
)

Enum value maps for GenerateContentResponse_PromptFeedback_BlockedReason.

PublisherModel_OpenSourceCategory_name, PublisherModel_OpenSourceCategory_value

var (
	PublisherModel_OpenSourceCategory_name = map[int32]string{
		0: "OPEN_SOURCE_CATEGORY_UNSPECIFIED",
		1: "PROPRIETARY",
		2: "GOOGLE_OWNED_OSS_WITH_GOOGLE_CHECKPOINT",
		3: "THIRD_PARTY_OWNED_OSS_WITH_GOOGLE_CHECKPOINT",
		4: "GOOGLE_OWNED_OSS",
		5: "THIRD_PARTY_OWNED_OSS",
	}
	PublisherModel_OpenSourceCategory_value = map[string]int32{
		"OPEN_SOURCE_CATEGORY_UNSPECIFIED":             0,
		"PROPRIETARY":                                  1,
		"GOOGLE_OWNED_OSS_WITH_GOOGLE_CHECKPOINT":      2,
		"THIRD_PARTY_OWNED_OSS_WITH_GOOGLE_CHECKPOINT": 3,
		"GOOGLE_OWNED_OSS":                             4,
		"THIRD_PARTY_OWNED_OSS":                        5,
	}
)

Enum value maps for PublisherModel_OpenSourceCategory.

PublisherModel_LaunchStage_name, PublisherModel_LaunchStage_value

var (
	PublisherModel_LaunchStage_name = map[int32]string{
		0: "LAUNCH_STAGE_UNSPECIFIED",
		1: "EXPERIMENTAL",
		2: "PRIVATE_PREVIEW",
		3: "PUBLIC_PREVIEW",
		4: "GA",
	}
	PublisherModel_LaunchStage_value = map[string]int32{
		"LAUNCH_STAGE_UNSPECIFIED": 0,
		"EXPERIMENTAL":             1,
		"PRIVATE_PREVIEW":          2,
		"PUBLIC_PREVIEW":           3,
		"GA":                       4,
	}
)

Enum value maps for PublisherModel_LaunchStage.

PublisherModel_VersionState_name, PublisherModel_VersionState_value

var (
	PublisherModel_VersionState_name = map[int32]string{
		0: "VERSION_STATE_UNSPECIFIED",
		1: "VERSION_STATE_STABLE",
		2: "VERSION_STATE_UNSTABLE",
	}
	PublisherModel_VersionState_value = map[string]int32{
		"VERSION_STATE_UNSPECIFIED": 0,
		"VERSION_STATE_STABLE":      1,
		"VERSION_STATE_UNSTABLE":    2,
	}
)

Enum value maps for PublisherModel_VersionState.

Schedule_State_name, Schedule_State_value

var (
	Schedule_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "ACTIVE",
		2: "PAUSED",
		3: "COMPLETED",
	}
	Schedule_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"ACTIVE":            1,
		"PAUSED":            2,
		"COMPLETED":         3,
	}
)

Enum value maps for Schedule_State.

Study_State_name, Study_State_value

var (
	Study_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "ACTIVE",
		2: "INACTIVE",
		3: "COMPLETED",
	}
	Study_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"ACTIVE":            1,
		"INACTIVE":          2,
		"COMPLETED":         3,
	}
)

Enum value maps for Study_State.

Trial_State_name, Trial_State_value

var (
	Trial_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "REQUESTED",
		2: "ACTIVE",
		3: "STOPPING",
		4: "SUCCEEDED",
		5: "INFEASIBLE",
	}
	Trial_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"REQUESTED":         1,
		"ACTIVE":            2,
		"STOPPING":          3,
		"SUCCEEDED":         4,
		"INFEASIBLE":        5,
	}
)

Enum value maps for Trial_State.

StudySpec_Algorithm_name, StudySpec_Algorithm_value

var (
	StudySpec_Algorithm_name = map[int32]string{
		0: "ALGORITHM_UNSPECIFIED",
		2: "GRID_SEARCH",
		3: "RANDOM_SEARCH",
	}
	StudySpec_Algorithm_value = map[string]int32{
		"ALGORITHM_UNSPECIFIED": 0,
		"GRID_SEARCH":           2,
		"RANDOM_SEARCH":         3,
	}
)

Enum value maps for StudySpec_Algorithm.

StudySpec_ObservationNoise_name, StudySpec_ObservationNoise_value

var (
	StudySpec_ObservationNoise_name = map[int32]string{
		0: "OBSERVATION_NOISE_UNSPECIFIED",
		1: "LOW",
		2: "HIGH",
	}
	StudySpec_ObservationNoise_value = map[string]int32{
		"OBSERVATION_NOISE_UNSPECIFIED": 0,
		"LOW":                           1,
		"HIGH":                          2,
	}
)

Enum value maps for StudySpec_ObservationNoise.

StudySpec_MeasurementSelectionType_name, StudySpec_MeasurementSelectionType_value

var (
	StudySpec_MeasurementSelectionType_name = map[int32]string{
		0: "MEASUREMENT_SELECTION_TYPE_UNSPECIFIED",
		1: "LAST_MEASUREMENT",
		2: "BEST_MEASUREMENT",
	}
	StudySpec_MeasurementSelectionType_value = map[string]int32{
		"MEASUREMENT_SELECTION_TYPE_UNSPECIFIED": 0,
		"LAST_MEASUREMENT":                       1,
		"BEST_MEASUREMENT":                       2,
	}
)

Enum value maps for StudySpec_MeasurementSelectionType.

StudySpec_MetricSpec_GoalType_name, StudySpec_MetricSpec_GoalType_value

var (
	StudySpec_MetricSpec_GoalType_name = map[int32]string{
		0: "GOAL_TYPE_UNSPECIFIED",
		1: "MAXIMIZE",
		2: "MINIMIZE",
	}
	StudySpec_MetricSpec_GoalType_value = map[string]int32{
		"GOAL_TYPE_UNSPECIFIED": 0,
		"MAXIMIZE":              1,
		"MINIMIZE":              2,
	}
)

Enum value maps for StudySpec_MetricSpec_GoalType.

StudySpec_ParameterSpec_ScaleType_name, StudySpec_ParameterSpec_ScaleType_value

var (
	StudySpec_ParameterSpec_ScaleType_name = map[int32]string{
		0: "SCALE_TYPE_UNSPECIFIED",
		1: "UNIT_LINEAR_SCALE",
		2: "UNIT_LOG_SCALE",
		3: "UNIT_REVERSE_LOG_SCALE",
	}
	StudySpec_ParameterSpec_ScaleType_value = map[string]int32{
		"SCALE_TYPE_UNSPECIFIED": 0,
		"UNIT_LINEAR_SCALE":      1,
		"UNIT_LOG_SCALE":         2,
		"UNIT_REVERSE_LOG_SCALE": 3,
	}
)

Enum value maps for StudySpec_ParameterSpec_ScaleType.

TensorboardTimeSeries_ValueType_name, TensorboardTimeSeries_ValueType_value

var (
	TensorboardTimeSeries_ValueType_name = map[int32]string{
		0: "VALUE_TYPE_UNSPECIFIED",
		1: "SCALAR",
		2: "TENSOR",
		3: "BLOB_SEQUENCE",
	}
	TensorboardTimeSeries_ValueType_value = map[string]int32{
		"VALUE_TYPE_UNSPECIFIED": 0,
		"SCALAR":                 1,
		"TENSOR":                 2,
		"BLOB_SEQUENCE":          3,
	}
)

Enum value maps for TensorboardTimeSeries_ValueType.

Tensor_DataType_name, Tensor_DataType_value

var (
	Tensor_DataType_name = map[int32]string{
		0:  "DATA_TYPE_UNSPECIFIED",
		1:  "BOOL",
		2:  "STRING",
		3:  "FLOAT",
		4:  "DOUBLE",
		5:  "INT8",
		6:  "INT16",
		7:  "INT32",
		8:  "INT64",
		9:  "UINT8",
		10: "UINT16",
		11: "UINT32",
		12: "UINT64",
	}
	Tensor_DataType_value = map[string]int32{
		"DATA_TYPE_UNSPECIFIED": 0,
		"BOOL":                  1,
		"STRING":                2,
		"FLOAT":                 3,
		"DOUBLE":                4,
		"INT8":                  5,
		"INT16":                 6,
		"INT32":                 7,
		"INT64":                 8,
		"UINT8":                 9,
		"UINT16":                10,
		"UINT32":                11,
		"UINT64":                12,
	}
)

Enum value maps for Tensor_DataType.

File_google_cloud_aiplatform_v1beta1_accelerator_type_proto

var File_google_cloud_aiplatform_v1beta1_accelerator_type_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_annotation_proto

var File_google_cloud_aiplatform_v1beta1_annotation_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_annotation_spec_proto

var File_google_cloud_aiplatform_v1beta1_annotation_spec_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_artifact_proto

var File_google_cloud_aiplatform_v1beta1_artifact_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_batch_prediction_job_proto

var File_google_cloud_aiplatform_v1beta1_batch_prediction_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_completion_stats_proto

var File_google_cloud_aiplatform_v1beta1_completion_stats_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_content_proto

var File_google_cloud_aiplatform_v1beta1_content_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_context_proto

var File_google_cloud_aiplatform_v1beta1_context_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_custom_job_proto

var File_google_cloud_aiplatform_v1beta1_custom_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_data_item_proto

var File_google_cloud_aiplatform_v1beta1_data_item_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_data_labeling_job_proto

var File_google_cloud_aiplatform_v1beta1_data_labeling_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_dataset_proto

var File_google_cloud_aiplatform_v1beta1_dataset_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_dataset_service_proto

var File_google_cloud_aiplatform_v1beta1_dataset_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_dataset_version_proto

var File_google_cloud_aiplatform_v1beta1_dataset_version_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_deployed_index_ref_proto

var File_google_cloud_aiplatform_v1beta1_deployed_index_ref_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_deployed_model_ref_proto

var File_google_cloud_aiplatform_v1beta1_deployed_model_ref_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_deployment_resource_pool_proto

var File_google_cloud_aiplatform_v1beta1_deployment_resource_pool_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_deployment_resource_pool_service_proto

var File_google_cloud_aiplatform_v1beta1_deployment_resource_pool_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_encryption_spec_proto

var File_google_cloud_aiplatform_v1beta1_encryption_spec_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_endpoint_proto

var File_google_cloud_aiplatform_v1beta1_endpoint_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_endpoint_service_proto

var File_google_cloud_aiplatform_v1beta1_endpoint_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_entity_type_proto

var File_google_cloud_aiplatform_v1beta1_entity_type_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_env_var_proto

var File_google_cloud_aiplatform_v1beta1_env_var_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_evaluated_annotation_proto

var File_google_cloud_aiplatform_v1beta1_evaluated_annotation_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_event_proto

var File_google_cloud_aiplatform_v1beta1_event_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_execution_proto

var File_google_cloud_aiplatform_v1beta1_execution_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_explanation_metadata_proto

var File_google_cloud_aiplatform_v1beta1_explanation_metadata_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_explanation_proto

var File_google_cloud_aiplatform_v1beta1_explanation_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_group_proto

var File_google_cloud_aiplatform_v1beta1_feature_group_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_monitoring_stats_proto

var File_google_cloud_aiplatform_v1beta1_feature_monitoring_stats_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_online_store_admin_service_proto

var File_google_cloud_aiplatform_v1beta1_feature_online_store_admin_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_online_store_proto

var File_google_cloud_aiplatform_v1beta1_feature_online_store_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_online_store_service_proto

var File_google_cloud_aiplatform_v1beta1_feature_online_store_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_proto

var File_google_cloud_aiplatform_v1beta1_feature_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_registry_service_proto

var File_google_cloud_aiplatform_v1beta1_feature_registry_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_selector_proto

var File_google_cloud_aiplatform_v1beta1_feature_selector_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_view_proto

var File_google_cloud_aiplatform_v1beta1_feature_view_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_feature_view_sync_proto

var File_google_cloud_aiplatform_v1beta1_feature_view_sync_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_featurestore_monitoring_proto

var File_google_cloud_aiplatform_v1beta1_featurestore_monitoring_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_featurestore_online_service_proto

var File_google_cloud_aiplatform_v1beta1_featurestore_online_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_featurestore_proto

var File_google_cloud_aiplatform_v1beta1_featurestore_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_featurestore_service_proto

var File_google_cloud_aiplatform_v1beta1_featurestore_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_hyperparameter_tuning_job_proto

var File_google_cloud_aiplatform_v1beta1_hyperparameter_tuning_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_index_endpoint_proto

var File_google_cloud_aiplatform_v1beta1_index_endpoint_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_index_endpoint_service_proto

var File_google_cloud_aiplatform_v1beta1_index_endpoint_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_index_proto

var File_google_cloud_aiplatform_v1beta1_index_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_index_service_proto

var File_google_cloud_aiplatform_v1beta1_index_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_io_proto

var File_google_cloud_aiplatform_v1beta1_io_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_job_service_proto

var File_google_cloud_aiplatform_v1beta1_job_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_job_state_proto

var File_google_cloud_aiplatform_v1beta1_job_state_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_lineage_subgraph_proto

var File_google_cloud_aiplatform_v1beta1_lineage_subgraph_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_llm_utility_service_proto

var File_google_cloud_aiplatform_v1beta1_llm_utility_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_machine_resources_proto

var File_google_cloud_aiplatform_v1beta1_machine_resources_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_manual_batch_tuning_parameters_proto

var File_google_cloud_aiplatform_v1beta1_manual_batch_tuning_parameters_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_match_service_proto

var File_google_cloud_aiplatform_v1beta1_match_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_metadata_schema_proto

var File_google_cloud_aiplatform_v1beta1_metadata_schema_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_metadata_service_proto

var File_google_cloud_aiplatform_v1beta1_metadata_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_metadata_store_proto

var File_google_cloud_aiplatform_v1beta1_metadata_store_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_migratable_resource_proto

var File_google_cloud_aiplatform_v1beta1_migratable_resource_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_migration_service_proto

var File_google_cloud_aiplatform_v1beta1_migration_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_deployment_monitoring_job_proto

var File_google_cloud_aiplatform_v1beta1_model_deployment_monitoring_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_evaluation_proto

var File_google_cloud_aiplatform_v1beta1_model_evaluation_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_evaluation_slice_proto

var File_google_cloud_aiplatform_v1beta1_model_evaluation_slice_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_garden_service_proto

var File_google_cloud_aiplatform_v1beta1_model_garden_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_monitoring_proto

var File_google_cloud_aiplatform_v1beta1_model_monitoring_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_proto

var File_google_cloud_aiplatform_v1beta1_model_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_model_service_proto

var File_google_cloud_aiplatform_v1beta1_model_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_nas_job_proto

var File_google_cloud_aiplatform_v1beta1_nas_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_openapi_proto

var File_google_cloud_aiplatform_v1beta1_openapi_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_operation_proto

var File_google_cloud_aiplatform_v1beta1_operation_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_persistent_resource_proto

var File_google_cloud_aiplatform_v1beta1_persistent_resource_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_persistent_resource_service_proto

var File_google_cloud_aiplatform_v1beta1_persistent_resource_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_pipeline_failure_policy_proto

var File_google_cloud_aiplatform_v1beta1_pipeline_failure_policy_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_pipeline_job_proto

var File_google_cloud_aiplatform_v1beta1_pipeline_job_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_pipeline_service_proto

var File_google_cloud_aiplatform_v1beta1_pipeline_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_pipeline_state_proto

var File_google_cloud_aiplatform_v1beta1_pipeline_state_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_prediction_service_proto

var File_google_cloud_aiplatform_v1beta1_prediction_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_publisher_model_proto

var File_google_cloud_aiplatform_v1beta1_publisher_model_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_saved_query_proto

var File_google_cloud_aiplatform_v1beta1_saved_query_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_schedule_proto

var File_google_cloud_aiplatform_v1beta1_schedule_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_schedule_service_proto

var File_google_cloud_aiplatform_v1beta1_schedule_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_service_networking_proto

var File_google_cloud_aiplatform_v1beta1_service_networking_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_specialist_pool_proto

var File_google_cloud_aiplatform_v1beta1_specialist_pool_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_specialist_pool_service_proto

var File_google_cloud_aiplatform_v1beta1_specialist_pool_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_study_proto

var File_google_cloud_aiplatform_v1beta1_study_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tensorboard_data_proto

var File_google_cloud_aiplatform_v1beta1_tensorboard_data_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tensorboard_experiment_proto

var File_google_cloud_aiplatform_v1beta1_tensorboard_experiment_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tensorboard_proto

var File_google_cloud_aiplatform_v1beta1_tensorboard_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tensorboard_run_proto

var File_google_cloud_aiplatform_v1beta1_tensorboard_run_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tensorboard_service_proto

var File_google_cloud_aiplatform_v1beta1_tensorboard_service_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tensorboard_time_series_proto

var File_google_cloud_aiplatform_v1beta1_tensorboard_time_series_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_tool_proto

var File_google_cloud_aiplatform_v1beta1_tool_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_training_pipeline_proto

var File_google_cloud_aiplatform_v1beta1_training_pipeline_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_types_proto

var File_google_cloud_aiplatform_v1beta1_types_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_unmanaged_container_model_proto

var File_google_cloud_aiplatform_v1beta1_unmanaged_container_model_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_user_action_reference_proto

var File_google_cloud_aiplatform_v1beta1_user_action_reference_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_value_proto

var File_google_cloud_aiplatform_v1beta1_value_proto protoreflect.FileDescriptor

File_google_cloud_aiplatform_v1beta1_vizier_service_proto

var File_google_cloud_aiplatform_v1beta1_vizier_service_proto protoreflect.FileDescriptor

Functions

func RegisterDatasetServiceServer

func RegisterDatasetServiceServer(s *grpc.Server, srv DatasetServiceServer)

func RegisterDeploymentResourcePoolServiceServer

func RegisterDeploymentResourcePoolServiceServer(s *grpc.Server, srv DeploymentResourcePoolServiceServer)

func RegisterEndpointServiceServer

func RegisterEndpointServiceServer(s *grpc.Server, srv EndpointServiceServer)

func RegisterFeatureOnlineStoreAdminServiceServer

func RegisterFeatureOnlineStoreAdminServiceServer(s *grpc.Server, srv FeatureOnlineStoreAdminServiceServer)

func RegisterFeatureOnlineStoreServiceServer

func RegisterFeatureOnlineStoreServiceServer(s *grpc.Server, srv FeatureOnlineStoreServiceServer)

func RegisterFeatureRegistryServiceServer

func RegisterFeatureRegistryServiceServer(s *grpc.Server, srv FeatureRegistryServiceServer)

func RegisterFeaturestoreOnlineServingServiceServer

func RegisterFeaturestoreOnlineServingServiceServer(s *grpc.Server, srv FeaturestoreOnlineServingServiceServer)

func RegisterFeaturestoreServiceServer

func RegisterFeaturestoreServiceServer(s *grpc.Server, srv FeaturestoreServiceServer)

func RegisterIndexEndpointServiceServer

func RegisterIndexEndpointServiceServer(s *grpc.Server, srv IndexEndpointServiceServer)

func RegisterIndexServiceServer

func RegisterIndexServiceServer(s *grpc.Server, srv IndexServiceServer)

func RegisterJobServiceServer

func RegisterJobServiceServer(s *grpc.Server, srv JobServiceServer)

func RegisterLlmUtilityServiceServer

func RegisterLlmUtilityServiceServer(s *grpc.Server, srv LlmUtilityServiceServer)

func RegisterMatchServiceServer

func RegisterMatchServiceServer(s *grpc.Server, srv MatchServiceServer)

func RegisterMetadataServiceServer

func RegisterMetadataServiceServer(s *grpc.Server, srv MetadataServiceServer)

func RegisterMigrationServiceServer

func RegisterMigrationServiceServer(s *grpc.Server, srv MigrationServiceServer)

func RegisterModelGardenServiceServer

func RegisterModelGardenServiceServer(s *grpc.Server, srv ModelGardenServiceServer)

func RegisterModelServiceServer

func RegisterModelServiceServer(s *grpc.Server, srv ModelServiceServer)

func RegisterPersistentResourceServiceServer

func RegisterPersistentResourceServiceServer(s *grpc.Server, srv PersistentResourceServiceServer)

func RegisterPipelineServiceServer

func RegisterPipelineServiceServer(s *grpc.Server, srv PipelineServiceServer)

func RegisterPredictionServiceServer

func RegisterPredictionServiceServer(s *grpc.Server, srv PredictionServiceServer)

func RegisterScheduleServiceServer

func RegisterScheduleServiceServer(s *grpc.Server, srv ScheduleServiceServer)

func RegisterSpecialistPoolServiceServer

func RegisterSpecialistPoolServiceServer(s *grpc.Server, srv SpecialistPoolServiceServer)

func RegisterTensorboardServiceServer

func RegisterTensorboardServiceServer(s *grpc.Server, srv TensorboardServiceServer)

func RegisterVizierServiceServer

func RegisterVizierServiceServer(s *grpc.Server, srv VizierServiceServer)

AcceleratorType

type AcceleratorType int32

Represents a hardware accelerator type.

AcceleratorType_ACCELERATOR_TYPE_UNSPECIFIED, AcceleratorType_NVIDIA_TESLA_K80, AcceleratorType_NVIDIA_TESLA_P100, AcceleratorType_NVIDIA_TESLA_V100, AcceleratorType_NVIDIA_TESLA_P4, AcceleratorType_NVIDIA_TESLA_T4, AcceleratorType_NVIDIA_TESLA_A100, AcceleratorType_NVIDIA_A100_80GB, AcceleratorType_NVIDIA_L4, AcceleratorType_NVIDIA_H100_80GB, AcceleratorType_TPU_V2, AcceleratorType_TPU_V3, AcceleratorType_TPU_V4_POD, AcceleratorType_TPU_V5_LITEPOD

const (
	// Unspecified accelerator type, which means no accelerator.
	AcceleratorType_ACCELERATOR_TYPE_UNSPECIFIED AcceleratorType = 0
	// Nvidia Tesla K80 GPU.
	AcceleratorType_NVIDIA_TESLA_K80 AcceleratorType = 1
	// Nvidia Tesla P100 GPU.
	AcceleratorType_NVIDIA_TESLA_P100 AcceleratorType = 2
	// Nvidia Tesla V100 GPU.
	AcceleratorType_NVIDIA_TESLA_V100 AcceleratorType = 3
	// Nvidia Tesla P4 GPU.
	AcceleratorType_NVIDIA_TESLA_P4 AcceleratorType = 4
	// Nvidia Tesla T4 GPU.
	AcceleratorType_NVIDIA_TESLA_T4 AcceleratorType = 5
	// Nvidia Tesla A100 GPU.
	AcceleratorType_NVIDIA_TESLA_A100 AcceleratorType = 8
	// Nvidia A100 80GB GPU.
	AcceleratorType_NVIDIA_A100_80GB AcceleratorType = 9
	// Nvidia L4 GPU.
	AcceleratorType_NVIDIA_L4 AcceleratorType = 11
	// Nvidia H100 80Gb GPU.
	AcceleratorType_NVIDIA_H100_80GB AcceleratorType = 13
	// TPU v2.
	AcceleratorType_TPU_V2 AcceleratorType = 6
	// TPU v3.
	AcceleratorType_TPU_V3 AcceleratorType = 7
	// TPU v4.
	AcceleratorType_TPU_V4_POD AcceleratorType = 10
	// TPU v5.
	AcceleratorType_TPU_V5_LITEPOD AcceleratorType = 12
)

func (AcceleratorType) Descriptor

func (AcceleratorType) Descriptor() protoreflect.EnumDescriptor

func (AcceleratorType) Enum

func (x AcceleratorType) Enum() *AcceleratorType

func (AcceleratorType) EnumDescriptor

func (AcceleratorType) EnumDescriptor() ([]byte, []int)

Deprecated: Use AcceleratorType.Descriptor instead.

func (AcceleratorType) Number

func (x AcceleratorType) Number() protoreflect.EnumNumber

func (AcceleratorType) String

func (x AcceleratorType) String() string

func (AcceleratorType) Type

func (AcceleratorType) Type() protoreflect.EnumType

ActiveLearningConfig

type ActiveLearningConfig struct {

	// Required. Max human labeling DataItems. The rest part will be labeled by
	// machine.
	//
	// Types that are assignable to HumanLabelingBudget:
	//
	//	*ActiveLearningConfig_MaxDataItemCount
	//	*ActiveLearningConfig_MaxDataItemPercentage
	HumanLabelingBudget isActiveLearningConfig_HumanLabelingBudget `protobuf_oneof:"human_labeling_budget"`
	// Active learning data sampling config. For every active learning labeling
	// iteration, it will select a batch of data based on the sampling strategy.
	SampleConfig *SampleConfig `protobuf:"bytes,3,opt,name=sample_config,json=sampleConfig,proto3" json:"sample_config,omitempty"`
	// CMLE training config. For every active learning labeling iteration, system
	// will train a machine learning model on CMLE. The trained model will be used
	// by data sampling algorithm to select DataItems.
	TrainingConfig *TrainingConfig `protobuf:"bytes,4,opt,name=training_config,json=trainingConfig,proto3" json:"training_config,omitempty"`
	// contains filtered or unexported fields
}

Parameters that configure the active learning pipeline. Active learning will

label the data incrementally by several iterations. For every iteration, it
will select a batch of data based on the sampling strategy.

func (*ActiveLearningConfig) Descriptor

func (*ActiveLearningConfig) Descriptor() ([]byte, []int)

Deprecated: Use ActiveLearningConfig.ProtoReflect.Descriptor instead.

func (*ActiveLearningConfig) GetHumanLabelingBudget

func (m *ActiveLearningConfig) GetHumanLabelingBudget() isActiveLearningConfig_HumanLabelingBudget

func (*ActiveLearningConfig) GetMaxDataItemCount

func (x *ActiveLearningConfig) GetMaxDataItemCount() int64

func (*ActiveLearningConfig) GetMaxDataItemPercentage

func (x *ActiveLearningConfig) GetMaxDataItemPercentage() int32

func (*ActiveLearningConfig) GetSampleConfig

func (x *ActiveLearningConfig) GetSampleConfig() *SampleConfig

func (*ActiveLearningConfig) GetTrainingConfig

func (x *ActiveLearningConfig) GetTrainingConfig() *TrainingConfig

func (*ActiveLearningConfig) ProtoMessage

func (*ActiveLearningConfig) ProtoMessage()

func (*ActiveLearningConfig) ProtoReflect

func (x *ActiveLearningConfig) ProtoReflect() protoreflect.Message

func (*ActiveLearningConfig) Reset

func (x *ActiveLearningConfig) Reset()

func (*ActiveLearningConfig) String

func (x *ActiveLearningConfig) String() string

ActiveLearningConfig_MaxDataItemCount

type ActiveLearningConfig_MaxDataItemCount struct {
	// Max number of human labeled DataItems.
	MaxDataItemCount int64 `protobuf:"varint,1,opt,name=max_data_item_count,json=maxDataItemCount,proto3,oneof"`
}

ActiveLearningConfig_MaxDataItemPercentage

type ActiveLearningConfig_MaxDataItemPercentage struct {
	// Max percent of total DataItems for human labeling.
	MaxDataItemPercentage int32 `protobuf:"varint,2,opt,name=max_data_item_percentage,json=maxDataItemPercentage,proto3,oneof"`
}

AddContextArtifactsAndExecutionsRequest

type AddContextArtifactsAndExecutionsRequest struct {

	// Required. The resource name of the Context that the Artifacts and
	// Executions belong to. Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/contexts/{context}`
	Context string `protobuf:"bytes,1,opt,name=context,proto3" json:"context,omitempty"`
	// The resource names of the Artifacts to attribute to the Context.
	//
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/artifacts/{artifact}`
	Artifacts []string `protobuf:"bytes,2,rep,name=artifacts,proto3" json:"artifacts,omitempty"`
	// The resource names of the Executions to associate with the
	// Context.
	//
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/executions/{execution}`
	Executions []string `protobuf:"bytes,3,rep,name=executions,proto3" json:"executions,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.AddContextArtifactsAndExecutions][google.cloud.aiplatform.v1beta1.MetadataService.AddContextArtifactsAndExecutions].

func (*AddContextArtifactsAndExecutionsRequest) Descriptor

func (*AddContextArtifactsAndExecutionsRequest) Descriptor() ([]byte, []int)

Deprecated: Use AddContextArtifactsAndExecutionsRequest.ProtoReflect.Descriptor instead.

func (*AddContextArtifactsAndExecutionsRequest) GetArtifacts

func (x *AddContextArtifactsAndExecutionsRequest) GetArtifacts() []string

func (*AddContextArtifactsAndExecutionsRequest) GetContext

func (x *AddContextArtifactsAndExecutionsRequest) GetContext() string

func (*AddContextArtifactsAndExecutionsRequest) GetExecutions

func (x *AddContextArtifactsAndExecutionsRequest) GetExecutions() []string

func (*AddContextArtifactsAndExecutionsRequest) ProtoMessage

func (*AddContextArtifactsAndExecutionsRequest) ProtoMessage()

func (*AddContextArtifactsAndExecutionsRequest) ProtoReflect

func (x *AddContextArtifactsAndExecutionsRequest) ProtoReflect() protoreflect.Message

func (*AddContextArtifactsAndExecutionsRequest) Reset

func (x *AddContextArtifactsAndExecutionsRequest) Reset()

func (*AddContextArtifactsAndExecutionsRequest) String

func (x *AddContextArtifactsAndExecutionsRequest) String() string

AddContextArtifactsAndExecutionsResponse

type AddContextArtifactsAndExecutionsResponse struct {
	// contains filtered or unexported fields
}

Response message for [MetadataService.AddContextArtifactsAndExecutions][google.cloud.aiplatform.v1beta1.MetadataService.AddContextArtifactsAndExecutions].

func (*AddContextArtifactsAndExecutionsResponse) Descriptor

func (*AddContextArtifactsAndExecutionsResponse) Descriptor() ([]byte, []int)

Deprecated: Use AddContextArtifactsAndExecutionsResponse.ProtoReflect.Descriptor instead.

func (*AddContextArtifactsAndExecutionsResponse) ProtoMessage

func (*AddContextArtifactsAndExecutionsResponse) ProtoMessage()

func (*AddContextArtifactsAndExecutionsResponse) ProtoReflect

func (x *AddContextArtifactsAndExecutionsResponse) ProtoReflect() protoreflect.Message

func (*AddContextArtifactsAndExecutionsResponse) Reset

func (x *AddContextArtifactsAndExecutionsResponse) Reset()

func (*AddContextArtifactsAndExecutionsResponse) String

func (x *AddContextArtifactsAndExecutionsResponse) String() string

AddContextChildrenRequest

type AddContextChildrenRequest struct {

	// Required. The resource name of the parent Context.
	//
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/contexts/{context}`
	Context string `protobuf:"bytes,1,opt,name=context,proto3" json:"context,omitempty"`
	// The resource names of the child Contexts.
	ChildContexts []string `protobuf:"bytes,2,rep,name=child_contexts,json=childContexts,proto3" json:"child_contexts,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.AddContextChildren][google.cloud.aiplatform.v1beta1.MetadataService.AddContextChildren].

func (*AddContextChildrenRequest) Descriptor

func (*AddContextChildrenRequest) Descriptor() ([]byte, []int)

Deprecated: Use AddContextChildrenRequest.ProtoReflect.Descriptor instead.

func (*AddContextChildrenRequest) GetChildContexts

func (x *AddContextChildrenRequest) GetChildContexts() []string

func (*AddContextChildrenRequest) GetContext

func (x *AddContextChildrenRequest) GetContext() string

func (*AddContextChildrenRequest) ProtoMessage

func (*AddContextChildrenRequest) ProtoMessage()

func (*AddContextChildrenRequest) ProtoReflect

func (x *AddContextChildrenRequest) ProtoReflect() protoreflect.Message

func (*AddContextChildrenRequest) Reset

func (x *AddContextChildrenRequest) Reset()

func (*AddContextChildrenRequest) String

func (x *AddContextChildrenRequest) String() string

AddContextChildrenResponse

type AddContextChildrenResponse struct {
	// contains filtered or unexported fields
}

Response message for [MetadataService.AddContextChildren][google.cloud.aiplatform.v1beta1.MetadataService.AddContextChildren].

func (*AddContextChildrenResponse) Descriptor

func (*AddContextChildrenResponse) Descriptor() ([]byte, []int)

Deprecated: Use AddContextChildrenResponse.ProtoReflect.Descriptor instead.

func (*AddContextChildrenResponse) ProtoMessage

func (*AddContextChildrenResponse) ProtoMessage()

func (*AddContextChildrenResponse) ProtoReflect

func (x *AddContextChildrenResponse) ProtoReflect() protoreflect.Message

func (*AddContextChildrenResponse) Reset

func (x *AddContextChildrenResponse) Reset()

func (*AddContextChildrenResponse) String

func (x *AddContextChildrenResponse) String() string

AddExecutionEventsRequest

type AddExecutionEventsRequest struct {

	// Required. The resource name of the Execution that the Events connect
	// Artifacts with.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/executions/{execution}`
	Execution string `protobuf:"bytes,1,opt,name=execution,proto3" json:"execution,omitempty"`
	// The Events to create and add.
	Events []*Event `protobuf:"bytes,2,rep,name=events,proto3" json:"events,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.AddExecutionEvents][google.cloud.aiplatform.v1beta1.MetadataService.AddExecutionEvents].

func (*AddExecutionEventsRequest) Descriptor

func (*AddExecutionEventsRequest) Descriptor() ([]byte, []int)

Deprecated: Use AddExecutionEventsRequest.ProtoReflect.Descriptor instead.

func (*AddExecutionEventsRequest) GetEvents

func (x *AddExecutionEventsRequest) GetEvents() []*Event

func (*AddExecutionEventsRequest) GetExecution

func (x *AddExecutionEventsRequest) GetExecution() string

func (*AddExecutionEventsRequest) ProtoMessage

func (*AddExecutionEventsRequest) ProtoMessage()

func (*AddExecutionEventsRequest) ProtoReflect

func (x *AddExecutionEventsRequest) ProtoReflect() protoreflect.Message

func (*AddExecutionEventsRequest) Reset

func (x *AddExecutionEventsRequest) Reset()

func (*AddExecutionEventsRequest) String

func (x *AddExecutionEventsRequest) String() string

AddExecutionEventsResponse

type AddExecutionEventsResponse struct {
	// contains filtered or unexported fields
}

Response message for [MetadataService.AddExecutionEvents][google.cloud.aiplatform.v1beta1.MetadataService.AddExecutionEvents].

func (*AddExecutionEventsResponse) Descriptor

func (*AddExecutionEventsResponse) Descriptor() ([]byte, []int)

Deprecated: Use AddExecutionEventsResponse.ProtoReflect.Descriptor instead.

func (*AddExecutionEventsResponse) ProtoMessage

func (*AddExecutionEventsResponse) ProtoMessage()

func (*AddExecutionEventsResponse) ProtoReflect

func (x *AddExecutionEventsResponse) ProtoReflect() protoreflect.Message

func (*AddExecutionEventsResponse) Reset

func (x *AddExecutionEventsResponse) Reset()

func (*AddExecutionEventsResponse) String

func (x *AddExecutionEventsResponse) String() string

AddTrialMeasurementRequest

type AddTrialMeasurementRequest struct {

	// Required. The name of the trial to add measurement.
	// Format:
	// `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
	TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
	// Required. The measurement to be added to a Trial.
	Measurement *Measurement `protobuf:"bytes,3,opt,name=measurement,proto3" json:"measurement,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.AddTrialMeasurement][google.cloud.aiplatform.v1beta1.VizierService.AddTrialMeasurement].

func (*AddTrialMeasurementRequest) Descriptor

func (*AddTrialMeasurementRequest) Descriptor() ([]byte, []int)

Deprecated: Use AddTrialMeasurementRequest.ProtoReflect.Descriptor instead.

func (*AddTrialMeasurementRequest) GetMeasurement

func (x *AddTrialMeasurementRequest) GetMeasurement() *Measurement

func (*AddTrialMeasurementRequest) GetTrialName

func (x *AddTrialMeasurementRequest) GetTrialName() string

func (*AddTrialMeasurementRequest) ProtoMessage

func (*AddTrialMeasurementRequest) ProtoMessage()

func (*AddTrialMeasurementRequest) ProtoReflect

func (x *AddTrialMeasurementRequest) ProtoReflect() protoreflect.Message

func (*AddTrialMeasurementRequest) Reset

func (x *AddTrialMeasurementRequest) Reset()

func (*AddTrialMeasurementRequest) String

func (x *AddTrialMeasurementRequest) String() string

Annotation

type Annotation struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	PayloadSchemaUri string `protobuf:"bytes,2,opt,name=payload_schema_uri,json=payloadSchemaUri,proto3" json:"payload_schema_uri,omitempty"`

	Payload *structpb.Value `protobuf:"bytes,3,opt,name=payload,proto3" json:"payload,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"`

	AnnotationSource *UserActionReference `protobuf:"bytes,5,opt,name=annotation_source,json=annotationSource,proto3" json:"annotation_source,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

}

Used to assign specific AnnotationSpec to a particular area of a DataItem or the whole part of the DataItem.

func (*Annotation) Descriptor

func (*Annotation) Descriptor() ([]byte, []int)

Deprecated: Use Annotation.ProtoReflect.Descriptor instead.

func (*Annotation) GetAnnotationSource

func (x *Annotation) GetAnnotationSource() *UserActionReference

func (*Annotation) GetCreateTime

func (x *Annotation) GetCreateTime() *timestamppb.Timestamp

func (*Annotation) GetEtag

func (x *Annotation) GetEtag() string

func (*Annotation) GetLabels

func (x *Annotation) GetLabels() map[string]string

func (*Annotation) GetName

func (x *Annotation) GetName() string

func (*Annotation) GetPayload

func (x *Annotation) GetPayload() *structpb.Value

func (*Annotation) GetPayloadSchemaUri

func (x *Annotation) GetPayloadSchemaUri() string

func (*Annotation) GetUpdateTime

func (x *Annotation) GetUpdateTime() *timestamppb.Timestamp

func (*Annotation) ProtoMessage

func (*Annotation) ProtoMessage()

func (*Annotation) ProtoReflect

func (x *Annotation) ProtoReflect() protoreflect.Message

func (*Annotation) Reset

func (x *Annotation) Reset()

func (*Annotation) String

func (x *Annotation) String() string

AnnotationSpec

type AnnotationSpec struct {

	// Output only. Resource name of the AnnotationSpec.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The user-defined name of the AnnotationSpec.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Output only. Timestamp when this AnnotationSpec was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when AnnotationSpec was last updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. Used to perform consistent read-modify-write updates. If not set,
	// a blind "overwrite" update happens.
	Etag string `protobuf:"bytes,5,opt,name=etag,proto3" json:"etag,omitempty"`
	// contains filtered or unexported fields
}

Identifies a concept with which DataItems may be annotated with.

func (*AnnotationSpec) Descriptor

func (*AnnotationSpec) Descriptor() ([]byte, []int)

Deprecated: Use AnnotationSpec.ProtoReflect.Descriptor instead.

func (*AnnotationSpec) GetCreateTime

func (x *AnnotationSpec) GetCreateTime() *timestamppb.Timestamp

func (*AnnotationSpec) GetDisplayName

func (x *AnnotationSpec) GetDisplayName() string

func (*AnnotationSpec) GetEtag

func (x *AnnotationSpec) GetEtag() string

func (*AnnotationSpec) GetName

func (x *AnnotationSpec) GetName() string

func (*AnnotationSpec) GetUpdateTime

func (x *AnnotationSpec) GetUpdateTime() *timestamppb.Timestamp

func (*AnnotationSpec) ProtoMessage

func (*AnnotationSpec) ProtoMessage()

func (*AnnotationSpec) ProtoReflect

func (x *AnnotationSpec) ProtoReflect() protoreflect.Message

func (*AnnotationSpec) Reset

func (x *AnnotationSpec) Reset()

func (*AnnotationSpec) String

func (x *AnnotationSpec) String() string

Artifact

type Artifact struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	Uri string `protobuf:"bytes,6,opt,name=uri,proto3" json:"uri,omitempty"`

	Etag string `protobuf:"bytes,9,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 154 byte string literal not displayed */

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,12,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	State Artifact_State `protobuf:"varint,13,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.Artifact_State" json:"state,omitempty"`

	SchemaTitle string `protobuf:"bytes,14,opt,name=schema_title,json=schemaTitle,proto3" json:"schema_title,omitempty"`

	SchemaVersion string `protobuf:"bytes,15,opt,name=schema_version,json=schemaVersion,proto3" json:"schema_version,omitempty"`

	Metadata *structpb.Struct `protobuf:"bytes,16,opt,name=metadata,proto3" json:"metadata,omitempty"`

	Description string `protobuf:"bytes,17,opt,name=description,proto3" json:"description,omitempty"`

}

Instance of a general artifact.

func (*Artifact) Descriptor

func (*Artifact) Descriptor() ([]byte, []int)

Deprecated: Use Artifact.ProtoReflect.Descriptor instead.

func (*Artifact) GetCreateTime

func (x *Artifact) GetCreateTime() *timestamppb.Timestamp

func (*Artifact) GetDescription

func (x *Artifact) GetDescription() string

func (*Artifact) GetDisplayName

func (x *Artifact) GetDisplayName() string

func (*Artifact) GetEtag

func (x *Artifact) GetEtag() string

func (*Artifact) GetLabels

func (x *Artifact) GetLabels() map[string]string

func (*Artifact) GetMetadata

func (x *Artifact) GetMetadata() *structpb.Struct

func (*Artifact) GetName

func (x *Artifact) GetName() string

func (*Artifact) GetSchemaTitle

func (x *Artifact) GetSchemaTitle() string

func (*Artifact) GetSchemaVersion

func (x *Artifact) GetSchemaVersion() string

func (*Artifact) GetState

func (x *Artifact) GetState() Artifact_State

func (*Artifact) GetUpdateTime

func (x *Artifact) GetUpdateTime() *timestamppb.Timestamp

func (*Artifact) GetUri

func (x *Artifact) GetUri() string

func (*Artifact) ProtoMessage

func (*Artifact) ProtoMessage()

func (*Artifact) ProtoReflect

func (x *Artifact) ProtoReflect() protoreflect.Message

func (*Artifact) Reset

func (x *Artifact) Reset()

func (*Artifact) String

func (x *Artifact) String() string

Artifact_State

type Artifact_State int32

Describes the state of the Artifact.

Artifact_STATE_UNSPECIFIED, Artifact_PENDING, Artifact_LIVE

const (
	// Unspecified state for the Artifact.
	Artifact_STATE_UNSPECIFIED Artifact_State = 0
	// A state used by systems like Vertex AI Pipelines to indicate that the
	// underlying data item represented by this Artifact is being created.
	Artifact_PENDING Artifact_State = 1
	// A state indicating that the Artifact should exist, unless something
	// external to the system deletes it.
	Artifact_LIVE Artifact_State = 2
)

func (Artifact_State) Descriptor

func (Artifact_State) Descriptor() protoreflect.EnumDescriptor

func (Artifact_State) Enum

func (x Artifact_State) Enum() *Artifact_State

func (Artifact_State) EnumDescriptor

func (Artifact_State) EnumDescriptor() ([]byte, []int)

Deprecated: Use Artifact_State.Descriptor instead.

func (Artifact_State) Number

func (x Artifact_State) Number() protoreflect.EnumNumber

func (Artifact_State) String

func (x Artifact_State) String() string

func (Artifact_State) Type

func (Artifact_State) Type() protoreflect.EnumType

Attribution

type Attribution struct {

	// Output only. Model predicted output if the input instance is constructed
	// from the baselines of all the features defined in
	// [ExplanationMetadata.inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	// The field name of the output is determined by the key in
	// [ExplanationMetadata.outputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.outputs].
	//
	// If the Model's predicted output has multiple dimensions (rank > 1), this is
	// the value in the output located by
	// [output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index].
	//
	// If there are multiple baselines, their output values are averaged.
	BaselineOutputValue float64 `protobuf:"fixed64,1,opt,name=baseline_output_value,json=baselineOutputValue,proto3" json:"baseline_output_value,omitempty"`
	// Output only. Model predicted output on the corresponding [explanation
	// instance][ExplainRequest.instances]. The field name of the output is
	// determined by the key in
	// [ExplanationMetadata.outputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.outputs].
	//
	// If the Model predicted output has multiple dimensions, this is the value in
	// the output located by
	// [output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index].
	InstanceOutputValue float64 `protobuf:"fixed64,2,opt,name=instance_output_value,json=instanceOutputValue,proto3" json:"instance_output_value,omitempty"`
	// Output only. Attributions of each explained feature. Features are extracted
	// from the [prediction
	// instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances]
	// according to [explanation metadata for
	// inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	//
	// The value is a struct, whose keys are the name of the feature. The values
	// are how much the feature in the
	// [instance][google.cloud.aiplatform.v1beta1.ExplainRequest.instances]
	// contributed to the predicted result.
	//
	// The format of the value is determined by the feature's input format:
	//
	//   - If the feature is a scalar value, the attribution value is a
	//     [floating number][google.protobuf.Value.number_value].
	//
	//   - If the feature is an array of scalar values, the attribution value is
	//     an [array][google.protobuf.Value.list_value].
	//
	//   - If the feature is a struct, the attribution value is a
	//     [struct][google.protobuf.Value.struct_value]. The keys in the
	//     attribution value struct are the same as the keys in the feature
	//     struct. The formats of the values in the attribution struct are
	//     determined by the formats of the values in the feature struct.
	//
	// The
	// [ExplanationMetadata.feature_attributions_schema_uri][google.cloud.aiplatform.v1beta1.ExplanationMetadata.feature_attributions_schema_uri]
	// field, pointed to by the
	// [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] field of
	// the
	// [Endpoint.deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models]
	// object, points to the schema file that describes the features and their
	// attribution values (if it is populated).
	FeatureAttributions *structpb.Value `protobuf:"bytes,3,opt,name=feature_attributions,json=featureAttributions,proto3" json:"feature_attributions,omitempty"`
	// Output only. The index that locates the explained prediction output.
	//
	// If the prediction output is a scalar value, output_index is not populated.
	// If the prediction output has multiple dimensions, the length of the
	// output_index list is the same as the number of dimensions of the output.
	// The i-th element in output_index is the element index of the i-th dimension
	// of the output vector. Indices start from 0.
	OutputIndex []int32 `protobuf:"varint,4,rep,packed,name=output_index,json=outputIndex,proto3" json:"output_index,omitempty"`
	// Output only. The display name of the output identified by
	// [output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index].
	// For example, the predicted class name by a multi-classification Model.
	//
	// This field is only populated iff the Model predicts display names as a
	// separate field along with the explained output. The predicted display name
	// must has the same shape of the explained output, and can be located using
	// output_index.
	OutputDisplayName string `protobuf:"bytes,5,opt,name=output_display_name,json=outputDisplayName,proto3" json:"output_display_name,omitempty"`
	// Output only. Error of
	// [feature_attributions][google.cloud.aiplatform.v1beta1.Attribution.feature_attributions]
	// caused by approximation used in the explanation method. Lower value means
	// more precise attributions.
	//
	// * For Sampled Shapley
	// [attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.sampled_shapley_attribution],
	// increasing
	// [path_count][google.cloud.aiplatform.v1beta1.SampledShapleyAttribution.path_count]
	// might reduce the error.
	// * For Integrated Gradients
	// [attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution],
	// increasing
	// [step_count][google.cloud.aiplatform.v1beta1.IntegratedGradientsAttribution.step_count]
	// might reduce the error.
	// * For [XRAI
	// attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.xrai_attribution],
	// increasing
	// [step_count][google.cloud.aiplatform.v1beta1.XraiAttribution.step_count]
	// might reduce the error.
	//
	// See [this introduction](/vertex-ai/docs/explainable-ai/overview)
	// for more information.
	ApproximationError float64 `protobuf:"fixed64,6,opt,name=approximation_error,json=approximationError,proto3" json:"approximation_error,omitempty"`
	// Output only. Name of the explain output. Specified as the key in
	// [ExplanationMetadata.outputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.outputs].
	OutputName string `protobuf:"bytes,7,opt,name=output_name,json=outputName,proto3" json:"output_name,omitempty"`
	// contains filtered or unexported fields
}

Attribution that explains a particular prediction output.

func (*Attribution) Descriptor

func (*Attribution) Descriptor() ([]byte, []int)

Deprecated: Use Attribution.ProtoReflect.Descriptor instead.

func (*Attribution) GetApproximationError

func (x *Attribution) GetApproximationError() float64

func (*Attribution) GetBaselineOutputValue

func (x *Attribution) GetBaselineOutputValue() float64

func (*Attribution) GetFeatureAttributions

func (x *Attribution) GetFeatureAttributions() *structpb.Value

func (*Attribution) GetInstanceOutputValue

func (x *Attribution) GetInstanceOutputValue() float64

func (*Attribution) GetOutputDisplayName

func (x *Attribution) GetOutputDisplayName() string

func (*Attribution) GetOutputIndex

func (x *Attribution) GetOutputIndex() []int32

func (*Attribution) GetOutputName

func (x *Attribution) GetOutputName() string

func (*Attribution) ProtoMessage

func (*Attribution) ProtoMessage()

func (*Attribution) ProtoReflect

func (x *Attribution) ProtoReflect() protoreflect.Message

func (*Attribution) Reset

func (x *Attribution) Reset()

func (*Attribution) String

func (x *Attribution) String() string

AutomaticResources

type AutomaticResources struct {

	// Immutable. The minimum number of replicas this DeployedModel will be always
	// deployed on. If traffic against it increases, it may dynamically be
	// deployed onto more replicas up to
	// [max_replica_count][google.cloud.aiplatform.v1beta1.AutomaticResources.max_replica_count],
	// and as traffic decreases, some of these extra replicas may be freed. If the
	// requested value is too large, the deployment will error.
	MinReplicaCount int32 `protobuf:"varint,1,opt,name=min_replica_count,json=minReplicaCount,proto3" json:"min_replica_count,omitempty"`
	// Immutable. The maximum number of replicas this DeployedModel may be
	// deployed on when the traffic against it increases. If the requested value
	// is too large, the deployment will error, but if deployment succeeds then
	// the ability to scale the model to that many replicas is guaranteed (barring
	// service outages). If traffic against the DeployedModel increases beyond
	// what its replicas at maximum may handle, a portion of the traffic will be
	// dropped. If this value is not provided, a no upper bound for scaling under
	// heavy traffic will be assume, though Vertex AI may be unable to scale
	// beyond certain replica number.
	MaxReplicaCount int32 `protobuf:"varint,2,opt,name=max_replica_count,json=maxReplicaCount,proto3" json:"max_replica_count,omitempty"`
	// contains filtered or unexported fields
}

A description of resources that to large degree are decided by Vertex AI, and require only a modest additional configuration. Each Model supporting these resources documents its specific guidelines.

func (*AutomaticResources) Descriptor

func (*AutomaticResources) Descriptor() ([]byte, []int)

Deprecated: Use AutomaticResources.ProtoReflect.Descriptor instead.

func (*AutomaticResources) GetMaxReplicaCount

func (x *AutomaticResources) GetMaxReplicaCount() int32

func (*AutomaticResources) GetMinReplicaCount

func (x *AutomaticResources) GetMinReplicaCount() int32

func (*AutomaticResources) ProtoMessage

func (*AutomaticResources) ProtoMessage()

func (*AutomaticResources) ProtoReflect

func (x *AutomaticResources) ProtoReflect() protoreflect.Message

func (*AutomaticResources) Reset

func (x *AutomaticResources) Reset()

func (*AutomaticResources) String

func (x *AutomaticResources) String() string

AutoscalingMetricSpec

type AutoscalingMetricSpec struct {

	// Required. The resource metric name.
	// Supported metrics:
	//
	// * For Online Prediction:
	// * `aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle`
	// * `aiplatform.googleapis.com/prediction/online/cpu/utilization`
	MetricName string `protobuf:"bytes,1,opt,name=metric_name,json=metricName,proto3" json:"metric_name,omitempty"`
	// The target resource utilization in percentage (1% - 100%) for the given
	// metric; once the real usage deviates from the target by a certain
	// percentage, the machine replicas change. The default value is 60
	// (representing 60%) if not provided.
	Target int32 `protobuf:"varint,2,opt,name=target,proto3" json:"target,omitempty"`
	// contains filtered or unexported fields
}

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

func (*AutoscalingMetricSpec) Descriptor

func (*AutoscalingMetricSpec) Descriptor() ([]byte, []int)

Deprecated: Use AutoscalingMetricSpec.ProtoReflect.Descriptor instead.

func (*AutoscalingMetricSpec) GetMetricName

func (x *AutoscalingMetricSpec) GetMetricName() string

func (*AutoscalingMetricSpec) GetTarget

func (x *AutoscalingMetricSpec) GetTarget() int32

func (*AutoscalingMetricSpec) ProtoMessage

func (*AutoscalingMetricSpec) ProtoMessage()

func (*AutoscalingMetricSpec) ProtoReflect

func (x *AutoscalingMetricSpec) ProtoReflect() protoreflect.Message

func (*AutoscalingMetricSpec) Reset

func (x *AutoscalingMetricSpec) Reset()

func (*AutoscalingMetricSpec) String

func (x *AutoscalingMetricSpec) String() string

AvroSource

type AvroSource struct {

	// Required. Google Cloud Storage location.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// contains filtered or unexported fields
}

The storage details for Avro input content.

func (*AvroSource) Descriptor

func (*AvroSource) Descriptor() ([]byte, []int)

Deprecated: Use AvroSource.ProtoReflect.Descriptor instead.

func (*AvroSource) GetGcsSource

func (x *AvroSource) GetGcsSource() *GcsSource

func (*AvroSource) ProtoMessage

func (*AvroSource) ProtoMessage()

func (*AvroSource) ProtoReflect

func (x *AvroSource) ProtoReflect() protoreflect.Message

func (*AvroSource) Reset

func (x *AvroSource) Reset()

func (*AvroSource) String

func (x *AvroSource) String() string

BatchCreateFeaturesOperationMetadata

type BatchCreateFeaturesOperationMetadata struct {

	// Operation metadata for Feature.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform batch create Features.

func (*BatchCreateFeaturesOperationMetadata) Descriptor

func (*BatchCreateFeaturesOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateFeaturesOperationMetadata.ProtoReflect.Descriptor instead.

func (*BatchCreateFeaturesOperationMetadata) GetGenericMetadata

func (x *BatchCreateFeaturesOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*BatchCreateFeaturesOperationMetadata) ProtoMessage

func (*BatchCreateFeaturesOperationMetadata) ProtoMessage()

func (*BatchCreateFeaturesOperationMetadata) ProtoReflect

func (x *BatchCreateFeaturesOperationMetadata) ProtoReflect() protoreflect.Message

func (*BatchCreateFeaturesOperationMetadata) Reset

func (x *BatchCreateFeaturesOperationMetadata) Reset()

func (*BatchCreateFeaturesOperationMetadata) String

func (x *BatchCreateFeaturesOperationMetadata) String() string

BatchCreateFeaturesRequest

type BatchCreateFeaturesRequest struct {

	// Required. The resource name of the EntityType to create the batch of
	// Features under. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The request message specifying the Features to create. All
	// Features must be created under the same parent EntityType. The `parent`
	// field in each child request message can be omitted. If `parent` is set in a
	// child request, then the value must match the `parent` value in this request
	// message.
	Requests []*CreateFeatureRequest `protobuf:"bytes,2,rep,name=requests,proto3" json:"requests,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.BatchCreateFeatures][google.cloud.aiplatform.v1beta1.FeaturestoreService.BatchCreateFeatures].

func (*BatchCreateFeaturesRequest) Descriptor

func (*BatchCreateFeaturesRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateFeaturesRequest.ProtoReflect.Descriptor instead.

func (*BatchCreateFeaturesRequest) GetParent

func (x *BatchCreateFeaturesRequest) GetParent() string

func (*BatchCreateFeaturesRequest) GetRequests

func (x *BatchCreateFeaturesRequest) GetRequests() []*CreateFeatureRequest

func (*BatchCreateFeaturesRequest) ProtoMessage

func (*BatchCreateFeaturesRequest) ProtoMessage()

func (*BatchCreateFeaturesRequest) ProtoReflect

func (x *BatchCreateFeaturesRequest) ProtoReflect() protoreflect.Message

func (*BatchCreateFeaturesRequest) Reset

func (x *BatchCreateFeaturesRequest) Reset()

func (*BatchCreateFeaturesRequest) String

func (x *BatchCreateFeaturesRequest) String() string

BatchCreateFeaturesResponse

type BatchCreateFeaturesResponse struct {

	// The Features created.
	Features []*Feature `protobuf:"bytes,1,rep,name=features,proto3" json:"features,omitempty"`
	// contains filtered or unexported fields
}

Response message for [FeaturestoreService.BatchCreateFeatures][google.cloud.aiplatform.v1beta1.FeaturestoreService.BatchCreateFeatures].

func (*BatchCreateFeaturesResponse) Descriptor

func (*BatchCreateFeaturesResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateFeaturesResponse.ProtoReflect.Descriptor instead.

func (*BatchCreateFeaturesResponse) GetFeatures

func (x *BatchCreateFeaturesResponse) GetFeatures() []*Feature

func (*BatchCreateFeaturesResponse) ProtoMessage

func (*BatchCreateFeaturesResponse) ProtoMessage()

func (*BatchCreateFeaturesResponse) ProtoReflect

func (x *BatchCreateFeaturesResponse) ProtoReflect() protoreflect.Message

func (*BatchCreateFeaturesResponse) Reset

func (x *BatchCreateFeaturesResponse) Reset()

func (*BatchCreateFeaturesResponse) String

func (x *BatchCreateFeaturesResponse) String() string

BatchCreateTensorboardRunsRequest

type BatchCreateTensorboardRunsRequest struct {

	// Required. The resource name of the TensorboardExperiment to create the
	// TensorboardRuns in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	// The parent field in the CreateTensorboardRunRequest messages must match
	// this field.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The request message specifying the TensorboardRuns to create.
	// A maximum of 1000 TensorboardRuns can be created in a batch.
	Requests []*CreateTensorboardRunRequest `protobuf:"bytes,2,rep,name=requests,proto3" json:"requests,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.BatchCreateTensorboardRuns][google.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardRuns].

func (*BatchCreateTensorboardRunsRequest) Descriptor

func (*BatchCreateTensorboardRunsRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardRunsRequest.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardRunsRequest) GetParent

func (x *BatchCreateTensorboardRunsRequest) GetParent() string

func (*BatchCreateTensorboardRunsRequest) GetRequests

func (x *BatchCreateTensorboardRunsRequest) GetRequests() []*CreateTensorboardRunRequest

func (*BatchCreateTensorboardRunsRequest) ProtoMessage

func (*BatchCreateTensorboardRunsRequest) ProtoMessage()

func (*BatchCreateTensorboardRunsRequest) ProtoReflect

func (x *BatchCreateTensorboardRunsRequest) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardRunsRequest) Reset

func (x *BatchCreateTensorboardRunsRequest) Reset()

func (*BatchCreateTensorboardRunsRequest) String

func (x *BatchCreateTensorboardRunsRequest) String() string

BatchCreateTensorboardRunsResponse

type BatchCreateTensorboardRunsResponse struct {

	// The created TensorboardRuns.
	TensorboardRuns []*TensorboardRun `protobuf:"bytes,1,rep,name=tensorboard_runs,json=tensorboardRuns,proto3" json:"tensorboard_runs,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.BatchCreateTensorboardRuns][google.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardRuns].

func (*BatchCreateTensorboardRunsResponse) Descriptor

func (*BatchCreateTensorboardRunsResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardRunsResponse.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardRunsResponse) GetTensorboardRuns

func (x *BatchCreateTensorboardRunsResponse) GetTensorboardRuns() []*TensorboardRun

func (*BatchCreateTensorboardRunsResponse) ProtoMessage

func (*BatchCreateTensorboardRunsResponse) ProtoMessage()

func (*BatchCreateTensorboardRunsResponse) ProtoReflect

func (x *BatchCreateTensorboardRunsResponse) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardRunsResponse) Reset

func (x *BatchCreateTensorboardRunsResponse) Reset()

func (*BatchCreateTensorboardRunsResponse) String

func (x *BatchCreateTensorboardRunsResponse) String() string

BatchCreateTensorboardTimeSeriesRequest

type BatchCreateTensorboardTimeSeriesRequest struct {

	// Required. The resource name of the TensorboardExperiment to create the
	// TensorboardTimeSeries in.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	// The TensorboardRuns referenced by the parent fields in the
	// CreateTensorboardTimeSeriesRequest messages must be sub resources of this
	// TensorboardExperiment.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The request message specifying the TensorboardTimeSeries to
	// create. A maximum of 1000 TensorboardTimeSeries can be created in a batch.
	Requests []*CreateTensorboardTimeSeriesRequest `protobuf:"bytes,2,rep,name=requests,proto3" json:"requests,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.BatchCreateTensorboardTimeSeries][google.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardTimeSeries].

func (*BatchCreateTensorboardTimeSeriesRequest) Descriptor

func (*BatchCreateTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardTimeSeriesRequest) GetParent

func (x *BatchCreateTensorboardTimeSeriesRequest) GetParent() string

func (*BatchCreateTensorboardTimeSeriesRequest) GetRequests

func (x *BatchCreateTensorboardTimeSeriesRequest) GetRequests() []*CreateTensorboardTimeSeriesRequest

func (*BatchCreateTensorboardTimeSeriesRequest) ProtoMessage

func (*BatchCreateTensorboardTimeSeriesRequest) ProtoMessage()

func (*BatchCreateTensorboardTimeSeriesRequest) ProtoReflect

func (x *BatchCreateTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardTimeSeriesRequest) Reset

func (x *BatchCreateTensorboardTimeSeriesRequest) Reset()

func (*BatchCreateTensorboardTimeSeriesRequest) String

func (x *BatchCreateTensorboardTimeSeriesRequest) String() string

BatchCreateTensorboardTimeSeriesResponse

type BatchCreateTensorboardTimeSeriesResponse struct {

	// The created TensorboardTimeSeries.
	TensorboardTimeSeries []*TensorboardTimeSeries `protobuf:"bytes,1,rep,name=tensorboard_time_series,json=tensorboardTimeSeries,proto3" json:"tensorboard_time_series,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.BatchCreateTensorboardTimeSeries][google.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardTimeSeries].

func (*BatchCreateTensorboardTimeSeriesResponse) Descriptor

func (*BatchCreateTensorboardTimeSeriesResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardTimeSeriesResponse.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardTimeSeriesResponse) GetTensorboardTimeSeries

func (x *BatchCreateTensorboardTimeSeriesResponse) GetTensorboardTimeSeries() []*TensorboardTimeSeries

func (*BatchCreateTensorboardTimeSeriesResponse) ProtoMessage

func (*BatchCreateTensorboardTimeSeriesResponse) ProtoMessage()

func (*BatchCreateTensorboardTimeSeriesResponse) ProtoReflect

func (x *BatchCreateTensorboardTimeSeriesResponse) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardTimeSeriesResponse) Reset

func (x *BatchCreateTensorboardTimeSeriesResponse) Reset()

func (*BatchCreateTensorboardTimeSeriesResponse) String

func (x *BatchCreateTensorboardTimeSeriesResponse) String() string

BatchDedicatedResources

type BatchDedicatedResources struct {

	// Required. Immutable. The specification of a single machine.
	MachineSpec *MachineSpec `protobuf:"bytes,1,opt,name=machine_spec,json=machineSpec,proto3" json:"machine_spec,omitempty"`
	// Immutable. The number of machine replicas used at the start of the batch
	// operation. If not set, Vertex AI decides starting number, not greater than
	// [max_replica_count][google.cloud.aiplatform.v1beta1.BatchDedicatedResources.max_replica_count]
	StartingReplicaCount int32 `protobuf:"varint,2,opt,name=starting_replica_count,json=startingReplicaCount,proto3" json:"starting_replica_count,omitempty"`
	// Immutable. The maximum number of machine replicas the batch operation may
	// be scaled to. The default value is 10.
	MaxReplicaCount int32 `protobuf:"varint,3,opt,name=max_replica_count,json=maxReplicaCount,proto3" json:"max_replica_count,omitempty"`
	// contains filtered or unexported fields
}

A description of resources that are used for performing batch operations, are dedicated to a Model, and need manual configuration.

func (*BatchDedicatedResources) Descriptor

func (*BatchDedicatedResources) Descriptor() ([]byte, []int)

Deprecated: Use BatchDedicatedResources.ProtoReflect.Descriptor instead.

func (*BatchDedicatedResources) GetMachineSpec

func (x *BatchDedicatedResources) GetMachineSpec() *MachineSpec

func (*BatchDedicatedResources) GetMaxReplicaCount

func (x *BatchDedicatedResources) GetMaxReplicaCount() int32

func (*BatchDedicatedResources) GetStartingReplicaCount

func (x *BatchDedicatedResources) GetStartingReplicaCount() int32

func (*BatchDedicatedResources) ProtoMessage

func (*BatchDedicatedResources) ProtoMessage()

func (*BatchDedicatedResources) ProtoReflect

func (x *BatchDedicatedResources) ProtoReflect() protoreflect.Message

func (*BatchDedicatedResources) Reset

func (x *BatchDedicatedResources) Reset()

func (*BatchDedicatedResources) String

func (x *BatchDedicatedResources) String() string

BatchDeletePipelineJobsRequest

type BatchDeletePipelineJobsRequest struct {

	// Required. The name of the PipelineJobs' parent resource.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The names of the PipelineJobs to delete.
	// A maximum of 32 PipelineJobs can be deleted in a batch.
	// Format:
	// `projects/{project}/locations/{location}/pipelineJobs/{pipelineJob}`
	Names []string `protobuf:"bytes,2,rep,name=names,proto3" json:"names,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.BatchDeletePipelineJobs][google.cloud.aiplatform.v1beta1.PipelineService.BatchDeletePipelineJobs].

func (*BatchDeletePipelineJobsRequest) Descriptor

func (*BatchDeletePipelineJobsRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchDeletePipelineJobsRequest.ProtoReflect.Descriptor instead.

func (*BatchDeletePipelineJobsRequest) GetNames

func (x *BatchDeletePipelineJobsRequest) GetNames() []string

func (*BatchDeletePipelineJobsRequest) GetParent

func (x *BatchDeletePipelineJobsRequest) GetParent() string

func (*BatchDeletePipelineJobsRequest) ProtoMessage

func (*BatchDeletePipelineJobsRequest) ProtoMessage()

func (*BatchDeletePipelineJobsRequest) ProtoReflect

func (x *BatchDeletePipelineJobsRequest) ProtoReflect() protoreflect.Message

func (*BatchDeletePipelineJobsRequest) Reset

func (x *BatchDeletePipelineJobsRequest) Reset()

func (*BatchDeletePipelineJobsRequest) String

func (x *BatchDeletePipelineJobsRequest) String() string

BatchDeletePipelineJobsResponse

type BatchDeletePipelineJobsResponse struct {

	// PipelineJobs deleted.
	PipelineJobs []*PipelineJob `protobuf:"bytes,1,rep,name=pipeline_jobs,json=pipelineJobs,proto3" json:"pipeline_jobs,omitempty"`
	// contains filtered or unexported fields
}

Response message for [PipelineService.BatchDeletePipelineJobs][google.cloud.aiplatform.v1beta1.PipelineService.BatchDeletePipelineJobs].

func (*BatchDeletePipelineJobsResponse) Descriptor

func (*BatchDeletePipelineJobsResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchDeletePipelineJobsResponse.ProtoReflect.Descriptor instead.

func (*BatchDeletePipelineJobsResponse) GetPipelineJobs

func (x *BatchDeletePipelineJobsResponse) GetPipelineJobs() []*PipelineJob

func (*BatchDeletePipelineJobsResponse) ProtoMessage

func (*BatchDeletePipelineJobsResponse) ProtoMessage()

func (*BatchDeletePipelineJobsResponse) ProtoReflect

func (x *BatchDeletePipelineJobsResponse) ProtoReflect() protoreflect.Message

func (*BatchDeletePipelineJobsResponse) Reset

func (x *BatchDeletePipelineJobsResponse) Reset()

func (*BatchDeletePipelineJobsResponse) String

func (x *BatchDeletePipelineJobsResponse) String() string

BatchImportEvaluatedAnnotationsRequest

type BatchImportEvaluatedAnnotationsRequest struct {

	// Required. The name of the parent ModelEvaluationSlice resource.
	// Format:
	// `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Evaluated annotations resource to be imported.
	EvaluatedAnnotations []*EvaluatedAnnotation `protobuf:"bytes,2,rep,name=evaluated_annotations,json=evaluatedAnnotations,proto3" json:"evaluated_annotations,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ModelService.BatchImportEvaluatedAnnotations][google.cloud.aiplatform.v1beta1.ModelService.BatchImportEvaluatedAnnotations]

func (*BatchImportEvaluatedAnnotationsRequest) Descriptor

func (*BatchImportEvaluatedAnnotationsRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchImportEvaluatedAnnotationsRequest.ProtoReflect.Descriptor instead.

func (*BatchImportEvaluatedAnnotationsRequest) GetEvaluatedAnnotations

func (x *BatchImportEvaluatedAnnotationsRequest) GetEvaluatedAnnotations() []*EvaluatedAnnotation

func (*BatchImportEvaluatedAnnotationsRequest) GetParent

func (x *BatchImportEvaluatedAnnotationsRequest) GetParent() string

func (*BatchImportEvaluatedAnnotationsRequest) ProtoMessage

func (*BatchImportEvaluatedAnnotationsRequest) ProtoMessage()

func (*BatchImportEvaluatedAnnotationsRequest) ProtoReflect

func (x *BatchImportEvaluatedAnnotationsRequest) ProtoReflect() protoreflect.Message

func (*BatchImportEvaluatedAnnotationsRequest) Reset

func (x *BatchImportEvaluatedAnnotationsRequest) Reset()

func (*BatchImportEvaluatedAnnotationsRequest) String

func (x *BatchImportEvaluatedAnnotationsRequest) String() string

BatchImportEvaluatedAnnotationsResponse

type BatchImportEvaluatedAnnotationsResponse struct {
	ImportedEvaluatedAnnotationsCount int32 "" /* 165 byte string literal not displayed */

}

Response message for [ModelService.BatchImportEvaluatedAnnotations][google.cloud.aiplatform.v1beta1.ModelService.BatchImportEvaluatedAnnotations]

func (*BatchImportEvaluatedAnnotationsResponse) Descriptor

func (*BatchImportEvaluatedAnnotationsResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchImportEvaluatedAnnotationsResponse.ProtoReflect.Descriptor instead.

func (*BatchImportEvaluatedAnnotationsResponse) GetImportedEvaluatedAnnotationsCount

func (x *BatchImportEvaluatedAnnotationsResponse) GetImportedEvaluatedAnnotationsCount() int32

func (*BatchImportEvaluatedAnnotationsResponse) ProtoMessage

func (*BatchImportEvaluatedAnnotationsResponse) ProtoMessage()

func (*BatchImportEvaluatedAnnotationsResponse) ProtoReflect

func (x *BatchImportEvaluatedAnnotationsResponse) ProtoReflect() protoreflect.Message

func (*BatchImportEvaluatedAnnotationsResponse) Reset

func (x *BatchImportEvaluatedAnnotationsResponse) Reset()

func (*BatchImportEvaluatedAnnotationsResponse) String

func (x *BatchImportEvaluatedAnnotationsResponse) String() string

BatchImportModelEvaluationSlicesRequest

type BatchImportModelEvaluationSlicesRequest struct {

	// Required. The name of the parent ModelEvaluation resource.
	// Format:
	// `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Model evaluation slice resource to be imported.
	ModelEvaluationSlices []*ModelEvaluationSlice `protobuf:"bytes,2,rep,name=model_evaluation_slices,json=modelEvaluationSlices,proto3" json:"model_evaluation_slices,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ModelService.BatchImportModelEvaluationSlices][google.cloud.aiplatform.v1beta1.ModelService.BatchImportModelEvaluationSlices]

func (*BatchImportModelEvaluationSlicesRequest) Descriptor

func (*BatchImportModelEvaluationSlicesRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchImportModelEvaluationSlicesRequest.ProtoReflect.Descriptor instead.

func (*BatchImportModelEvaluationSlicesRequest) GetModelEvaluationSlices

func (x *BatchImportModelEvaluationSlicesRequest) GetModelEvaluationSlices() []*ModelEvaluationSlice

func (*BatchImportModelEvaluationSlicesRequest) GetParent

func (x *BatchImportModelEvaluationSlicesRequest) GetParent() string

func (*BatchImportModelEvaluationSlicesRequest) ProtoMessage

func (*BatchImportModelEvaluationSlicesRequest) ProtoMessage()

func (*BatchImportModelEvaluationSlicesRequest) ProtoReflect

func (x *BatchImportModelEvaluationSlicesRequest) ProtoReflect() protoreflect.Message

func (*BatchImportModelEvaluationSlicesRequest) Reset

func (x *BatchImportModelEvaluationSlicesRequest) Reset()

func (*BatchImportModelEvaluationSlicesRequest) String

func (x *BatchImportModelEvaluationSlicesRequest) String() string

BatchImportModelEvaluationSlicesResponse

type BatchImportModelEvaluationSlicesResponse struct {
	ImportedModelEvaluationSlices []string "" /* 152 byte string literal not displayed */

}

Response message for [ModelService.BatchImportModelEvaluationSlices][google.cloud.aiplatform.v1beta1.ModelService.BatchImportModelEvaluationSlices]

func (*BatchImportModelEvaluationSlicesResponse) Descriptor

func (*BatchImportModelEvaluationSlicesResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchImportModelEvaluationSlicesResponse.ProtoReflect.Descriptor instead.

func (*BatchImportModelEvaluationSlicesResponse) GetImportedModelEvaluationSlices

func (x *BatchImportModelEvaluationSlicesResponse) GetImportedModelEvaluationSlices() []string

func (*BatchImportModelEvaluationSlicesResponse) ProtoMessage

func (*BatchImportModelEvaluationSlicesResponse) ProtoMessage()

func (*BatchImportModelEvaluationSlicesResponse) ProtoReflect

func (x *BatchImportModelEvaluationSlicesResponse) ProtoReflect() protoreflect.Message

func (*BatchImportModelEvaluationSlicesResponse) Reset

func (x *BatchImportModelEvaluationSlicesResponse) Reset()

func (*BatchImportModelEvaluationSlicesResponse) String

func (x *BatchImportModelEvaluationSlicesResponse) String() string

BatchMigrateResourcesOperationMetadata

type BatchMigrateResourcesOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// Partial results that reflect the latest migration operation progress.
	PartialResults []*BatchMigrateResourcesOperationMetadata_PartialResult `protobuf:"bytes,2,rep,name=partial_results,json=partialResults,proto3" json:"partial_results,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [MigrationService.BatchMigrateResources][google.cloud.aiplatform.v1beta1.MigrationService.BatchMigrateResources].

func (*BatchMigrateResourcesOperationMetadata) Descriptor

func (*BatchMigrateResourcesOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use BatchMigrateResourcesOperationMetadata.ProtoReflect.Descriptor instead.

func (*BatchMigrateResourcesOperationMetadata) GetGenericMetadata

func (x *BatchMigrateResourcesOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*BatchMigrateResourcesOperationMetadata) GetPartialResults

func (x *BatchMigrateResourcesOperationMetadata) GetPartialResults() []*BatchMigrateResourcesOperationMetadata_PartialResult

func (*BatchMigrateResourcesOperationMetadata) ProtoMessage

func (*BatchMigrateResourcesOperationMetadata) ProtoMessage()

func (*BatchMigrateResourcesOperationMetadata) ProtoReflect

func (x *BatchMigrateResourcesOperationMetadata) ProtoReflect() protoreflect.Message

func (*BatchMigrateResourcesOperationMetadata) Reset

func (x *BatchMigrateResourcesOperationMetadata) Reset()

func (*BatchMigrateResourcesOperationMetadata) String

func (x *BatchMigrateResourcesOperationMetadata) String() string

BatchMigrateResourcesOperationMetadata_PartialResult

type BatchMigrateResourcesOperationMetadata_PartialResult struct {

	// If the resource's migration is ongoing, none of the result will be set.
	// If the resource's migration is finished, either error or one of the
	// migrated resource name will be filled.
	//
	// Types that are assignable to Result:
	//
	//	*BatchMigrateResourcesOperationMetadata_PartialResult_Error
	//	*BatchMigrateResourcesOperationMetadata_PartialResult_Model
	//	*BatchMigrateResourcesOperationMetadata_PartialResult_Dataset
	Result isBatchMigrateResourcesOperationMetadata_PartialResult_Result `protobuf_oneof:"result"`
	// It's the same as the value in
	// [MigrateResourceRequest.migrate_resource_requests][].
	Request *MigrateResourceRequest `protobuf:"bytes,1,opt,name=request,proto3" json:"request,omitempty"`
	// contains filtered or unexported fields
}

Represents a partial result in batch migration operation for one [MigrateResourceRequest][google.cloud.aiplatform.v1beta1.MigrateResourceRequest].

func (*BatchMigrateResourcesOperationMetadata_PartialResult) Descriptor

func (*BatchMigrateResourcesOperationMetadata_PartialResult) Descriptor() ([]byte, []int)

Deprecated: Use BatchMigrateResourcesOperationMetadata_PartialResult.ProtoReflect.Descriptor instead.

func (*BatchMigrateResourcesOperationMetadata_PartialResult) GetDataset

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) GetDataset() string

func (*BatchMigrateResourcesOperationMetadata_PartialResult) GetError

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) GetError() *status.Status

func (*BatchMigrateResourcesOperationMetadata_PartialResult) GetModel

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) GetModel() string

func (*BatchMigrateResourcesOperationMetadata_PartialResult) GetRequest

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) GetRequest() *MigrateResourceRequest

func (*BatchMigrateResourcesOperationMetadata_PartialResult) GetResult

func (m *BatchMigrateResourcesOperationMetadata_PartialResult) GetResult() isBatchMigrateResourcesOperationMetadata_PartialResult_Result

func (*BatchMigrateResourcesOperationMetadata_PartialResult) ProtoMessage

func (*BatchMigrateResourcesOperationMetadata_PartialResult) ProtoMessage()

func (*BatchMigrateResourcesOperationMetadata_PartialResult) ProtoReflect

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) ProtoReflect() protoreflect.Message

func (*BatchMigrateResourcesOperationMetadata_PartialResult) Reset

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) Reset()

func (*BatchMigrateResourcesOperationMetadata_PartialResult) String

func (x *BatchMigrateResourcesOperationMetadata_PartialResult) String() string

BatchMigrateResourcesOperationMetadata_PartialResult_Dataset

type BatchMigrateResourcesOperationMetadata_PartialResult_Dataset struct {
	// Migrated dataset resource name.
	Dataset string `protobuf:"bytes,4,opt,name=dataset,proto3,oneof"`
}

BatchMigrateResourcesOperationMetadata_PartialResult_Error

type BatchMigrateResourcesOperationMetadata_PartialResult_Error struct {
	// The error result of the migration request in case of failure.
	Error *status.Status `protobuf:"bytes,2,opt,name=error,proto3,oneof"`
}

BatchMigrateResourcesOperationMetadata_PartialResult_Model

type BatchMigrateResourcesOperationMetadata_PartialResult_Model struct {
	// Migrated model resource name.
	Model string `protobuf:"bytes,3,opt,name=model,proto3,oneof"`
}

BatchMigrateResourcesRequest

type BatchMigrateResourcesRequest struct {
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`

	MigrateResourceRequests []*MigrateResourceRequest "" /* 132 byte string literal not displayed */

}

Request message for [MigrationService.BatchMigrateResources][google.cloud.aiplatform.v1beta1.MigrationService.BatchMigrateResources].

func (*BatchMigrateResourcesRequest) Descriptor

func (*BatchMigrateResourcesRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchMigrateResourcesRequest.ProtoReflect.Descriptor instead.

func (*BatchMigrateResourcesRequest) GetMigrateResourceRequests

func (x *BatchMigrateResourcesRequest) GetMigrateResourceRequests() []*MigrateResourceRequest

func (*BatchMigrateResourcesRequest) GetParent

func (x *BatchMigrateResourcesRequest) GetParent() string

func (*BatchMigrateResourcesRequest) ProtoMessage

func (*BatchMigrateResourcesRequest) ProtoMessage()

func (*BatchMigrateResourcesRequest) ProtoReflect

func (x *BatchMigrateResourcesRequest) ProtoReflect() protoreflect.Message

func (*BatchMigrateResourcesRequest) Reset

func (x *BatchMigrateResourcesRequest) Reset()

func (*BatchMigrateResourcesRequest) String

func (x *BatchMigrateResourcesRequest) String() string

BatchMigrateResourcesResponse

type BatchMigrateResourcesResponse struct {
	MigrateResourceResponses []*MigrateResourceResponse "" /* 135 byte string literal not displayed */

}

Response message for [MigrationService.BatchMigrateResources][google.cloud.aiplatform.v1beta1.MigrationService.BatchMigrateResources].

func (*BatchMigrateResourcesResponse) Descriptor

func (*BatchMigrateResourcesResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchMigrateResourcesResponse.ProtoReflect.Descriptor instead.

func (*BatchMigrateResourcesResponse) GetMigrateResourceResponses

func (x *BatchMigrateResourcesResponse) GetMigrateResourceResponses() []*MigrateResourceResponse

func (*BatchMigrateResourcesResponse) ProtoMessage

func (*BatchMigrateResourcesResponse) ProtoMessage()

func (*BatchMigrateResourcesResponse) ProtoReflect

func (x *BatchMigrateResourcesResponse) ProtoReflect() protoreflect.Message

func (*BatchMigrateResourcesResponse) Reset

func (x *BatchMigrateResourcesResponse) Reset()

func (*BatchMigrateResourcesResponse) String

func (x *BatchMigrateResourcesResponse) String() string

BatchPredictionJob

type BatchPredictionJob struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	Model string `protobuf:"bytes,3,opt,name=model,proto3" json:"model,omitempty"`

	ModelVersionId string `protobuf:"bytes,30,opt,name=model_version_id,json=modelVersionId,proto3" json:"model_version_id,omitempty"`

	UnmanagedContainerModel *UnmanagedContainerModel "" /* 133 byte string literal not displayed */

	InputConfig *BatchPredictionJob_InputConfig `protobuf:"bytes,4,opt,name=input_config,json=inputConfig,proto3" json:"input_config,omitempty"`

	InstanceConfig *BatchPredictionJob_InstanceConfig `protobuf:"bytes,27,opt,name=instance_config,json=instanceConfig,proto3" json:"instance_config,omitempty"`

	ModelParameters *structpb.Value `protobuf:"bytes,5,opt,name=model_parameters,json=modelParameters,proto3" json:"model_parameters,omitempty"`

	OutputConfig *BatchPredictionJob_OutputConfig `protobuf:"bytes,6,opt,name=output_config,json=outputConfig,proto3" json:"output_config,omitempty"`

	DedicatedResources *BatchDedicatedResources `protobuf:"bytes,7,opt,name=dedicated_resources,json=dedicatedResources,proto3" json:"dedicated_resources,omitempty"`

	ServiceAccount string `protobuf:"bytes,29,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"`

	ManualBatchTuningParameters *ManualBatchTuningParameters "" /* 146 byte string literal not displayed */

	GenerateExplanation bool `protobuf:"varint,23,opt,name=generate_explanation,json=generateExplanation,proto3" json:"generate_explanation,omitempty"`

	ExplanationSpec *ExplanationSpec `protobuf:"bytes,25,opt,name=explanation_spec,json=explanationSpec,proto3" json:"explanation_spec,omitempty"`

	OutputInfo *BatchPredictionJob_OutputInfo `protobuf:"bytes,9,opt,name=output_info,json=outputInfo,proto3" json:"output_info,omitempty"`

	State JobState `protobuf:"varint,10,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.JobState" json:"state,omitempty"`

	Error *status.Status `protobuf:"bytes,11,opt,name=error,proto3" json:"error,omitempty"`

	PartialFailures []*status.Status `protobuf:"bytes,12,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`

	ResourcesConsumed *ResourcesConsumed `protobuf:"bytes,13,opt,name=resources_consumed,json=resourcesConsumed,proto3" json:"resources_consumed,omitempty"`

	CompletionStats *CompletionStats `protobuf:"bytes,14,opt,name=completion_stats,json=completionStats,proto3" json:"completion_stats,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,15,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	StartTime *timestamppb.Timestamp `protobuf:"bytes,16,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`

	EndTime *timestamppb.Timestamp `protobuf:"bytes,17,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,18,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Labels map[string]string "" /* 154 byte string literal not displayed */

	EncryptionSpec *EncryptionSpec `protobuf:"bytes,24,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`

	ModelMonitoringConfig *ModelMonitoringConfig "" /* 127 byte string literal not displayed */

	ModelMonitoringStatsAnomalies []*ModelMonitoringStatsAnomalies "" /* 153 byte string literal not displayed */

	ModelMonitoringStatus *status.Status "" /* 127 byte string literal not displayed */

	DisableContainerLogging bool "" /* 134 byte string literal not displayed */

}

A job that uses a [Model][google.cloud.aiplatform.v1beta1.BatchPredictionJob.model] to produce predictions on multiple [input instances][google.cloud.aiplatform.v1beta1.BatchPredictionJob.input_config]. If predictions for significant portion of the instances fail, the job may finish without attempting predictions for all remaining instances.

func (*BatchPredictionJob) Descriptor

func (*BatchPredictionJob) Descriptor() ([]byte, []int)

Deprecated: Use BatchPredictionJob.ProtoReflect.Descriptor instead.

func (*BatchPredictionJob) GetCompletionStats

func (x *BatchPredictionJob) GetCompletionStats() *CompletionStats

func (*BatchPredictionJob) GetCreateTime

func (x *BatchPredictionJob) GetCreateTime() *timestamppb.Timestamp

func (*BatchPredictionJob) GetDedicatedResources

func (x *BatchPredictionJob) GetDedicatedResources() *BatchDedicatedResources

func (*BatchPredictionJob) GetDisableContainerLogging

func (x *BatchPredictionJob) GetDisableContainerLogging() bool

func (*BatchPredictionJob) GetDisplayName

func (x *BatchPredictionJob) GetDisplayName() string

func (*BatchPredictionJob) GetEncryptionSpec

func (x *BatchPredictionJob) GetEncryptionSpec() *EncryptionSpec

func (*BatchPredictionJob) GetEndTime

func (x *BatchPredictionJob) GetEndTime() *timestamppb.Timestamp

func (*BatchPredictionJob) GetError

func (x *BatchPredictionJob) GetError() *status.Status

func (*BatchPredictionJob) GetExplanationSpec

func (x *BatchPredictionJob) GetExplanationSpec() *ExplanationSpec

func (*BatchPredictionJob) GetGenerateExplanation

func (x *BatchPredictionJob) GetGenerateExplanation() bool

func (*BatchPredictionJob) GetInputConfig

func (x *BatchPredictionJob) GetInputConfig() *BatchPredictionJob_InputConfig

func (*BatchPredictionJob) GetInstanceConfig

func (x *BatchPredictionJob) GetInstanceConfig() *BatchPredictionJob_InstanceConfig

func (*BatchPredictionJob) GetLabels

func (x *BatchPredictionJob) GetLabels() map[string]string

func (*BatchPredictionJob) GetManualBatchTuningParameters

func (x *BatchPredictionJob) GetManualBatchTuningParameters() *ManualBatchTuningParameters

func (*BatchPredictionJob) GetModel

func (x *BatchPredictionJob) GetModel() string

func (*BatchPredictionJob) GetModelMonitoringConfig

func (x *BatchPredictionJob) GetModelMonitoringConfig() *ModelMonitoringConfig

func (*BatchPredictionJob) GetModelMonitoringStatsAnomalies

func (x *BatchPredictionJob) GetModelMonitoringStatsAnomalies() []*ModelMonitoringStatsAnomalies

func (*BatchPredictionJob) GetModelMonitoringStatus

func (x *BatchPredictionJob) GetModelMonitoringStatus() *status.Status

func (*BatchPredictionJob) GetModelParameters

func (x *BatchPredictionJob) GetModelParameters() *structpb.Value

func (*BatchPredictionJob) GetModelVersionId

func (x *BatchPredictionJob) GetModelVersionId() string

func (*BatchPredictionJob) GetName

func (x *BatchPredictionJob) GetName() string

func (*BatchPredictionJob) GetOutputConfig

func (x *BatchPredictionJob) GetOutputConfig() *BatchPredictionJob_OutputConfig

func (*BatchPredictionJob) GetOutputInfo

func (x *BatchPredictionJob) GetOutputInfo() *BatchPredictionJob_OutputInfo

func (*BatchPredictionJob) GetPartialFailures

func (x *BatchPredictionJob) GetPartialFailures() []*status.Status

func (*BatchPredictionJob) GetResourcesConsumed

func (x *BatchPredictionJob) GetResourcesConsumed() *ResourcesConsumed

func (*BatchPredictionJob) GetServiceAccount

func (x *BatchPredictionJob) GetServiceAccount() string

func (*BatchPredictionJob) GetStartTime

func (x *BatchPredictionJob) GetStartTime() *timestamppb.Timestamp

func (*BatchPredictionJob) GetState

func (x *BatchPredictionJob) GetState() JobState

func (*BatchPredictionJob) GetUnmanagedContainerModel

func (x *BatchPredictionJob) GetUnmanagedContainerModel() *UnmanagedContainerModel

func (*BatchPredictionJob) GetUpdateTime

func (x *BatchPredictionJob) GetUpdateTime() *timestamppb.Timestamp

func (*BatchPredictionJob) ProtoMessage

func (*BatchPredictionJob) ProtoMessage()

func (*BatchPredictionJob) ProtoReflect

func (x *BatchPredictionJob) ProtoReflect() protoreflect.Message

func (*BatchPredictionJob) Reset

func (x *BatchPredictionJob) Reset()

func (*BatchPredictionJob) String

func (x *BatchPredictionJob) String() string

BatchPredictionJob_InputConfig

type BatchPredictionJob_InputConfig struct {

	// Required. The source of the input.
	//
	// Types that are assignable to Source:
	//
	//	*BatchPredictionJob_InputConfig_GcsSource
	//	*BatchPredictionJob_InputConfig_BigquerySource
	Source isBatchPredictionJob_InputConfig_Source `protobuf_oneof:"source"`
	// Required. The format in which instances are given, must be one of the
	// [Model's][google.cloud.aiplatform.v1beta1.BatchPredictionJob.model]
	// [supported_input_storage_formats][google.cloud.aiplatform.v1beta1.Model.supported_input_storage_formats].
	InstancesFormat string `protobuf:"bytes,1,opt,name=instances_format,json=instancesFormat,proto3" json:"instances_format,omitempty"`
	// contains filtered or unexported fields
}

Configures the input to [BatchPredictionJob][google.cloud.aiplatform.v1beta1.BatchPredictionJob]. See [Model.supported_input_storage_formats][google.cloud.aiplatform.v1beta1.Model.supported_input_storage_formats] for Model's supported input formats, and how instances should be expressed via any of them.

func (*BatchPredictionJob_InputConfig) Descriptor

func (*BatchPredictionJob_InputConfig) Descriptor() ([]byte, []int)

Deprecated: Use BatchPredictionJob_InputConfig.ProtoReflect.Descriptor instead.

func (*BatchPredictionJob_InputConfig) GetBigquerySource

func (x *BatchPredictionJob_InputConfig) GetBigquerySource() *BigQuerySource

func (*BatchPredictionJob_InputConfig) GetGcsSource

func (x *BatchPredictionJob_InputConfig) GetGcsSource() *GcsSource

func (*BatchPredictionJob_InputConfig) GetInstancesFormat

func (x *BatchPredictionJob_InputConfig) GetInstancesFormat() string

func (*BatchPredictionJob_InputConfig) GetSource

func (m *BatchPredictionJob_InputConfig) GetSource() isBatchPredictionJob_InputConfig_Source

func (*BatchPredictionJob_InputConfig) ProtoMessage

func (*BatchPredictionJob_InputConfig) ProtoMessage()

func (*BatchPredictionJob_InputConfig) ProtoReflect

func (x *BatchPredictionJob_InputConfig) ProtoReflect() protoreflect.Message

func (*BatchPredictionJob_InputConfig) Reset

func (x *BatchPredictionJob_InputConfig) Reset()

func (*BatchPredictionJob_InputConfig) String

func (x *BatchPredictionJob_InputConfig) String() string

BatchPredictionJob_InputConfig_BigquerySource

type BatchPredictionJob_InputConfig_BigquerySource struct {
	// The BigQuery location of the input table.
	// The schema of the table should be in the format described by the given
	// context OpenAPI Schema, if one is provided. The table may contain
	// additional columns that are not described by the schema, and they will
	// be ignored.
	BigquerySource *BigQuerySource `protobuf:"bytes,3,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"`
}

BatchPredictionJob_InputConfig_GcsSource

type BatchPredictionJob_InputConfig_GcsSource struct {
	// The Cloud Storage location for the input instances.
	GcsSource *GcsSource `protobuf:"bytes,2,opt,name=gcs_source,json=gcsSource,proto3,oneof"`
}

BatchPredictionJob_InstanceConfig

type BatchPredictionJob_InstanceConfig struct {

	// The format of the instance that the Model accepts. Vertex AI will
	// convert compatible
	// [batch prediction input instance
	// formats][google.cloud.aiplatform.v1beta1.BatchPredictionJob.InputConfig.instances_format]
	// to the specified format.
	//
	// Supported values are:
	//
	// * `object`: Each input is converted to JSON object format.
	//   - For `bigquery`, each row is converted to an object.
	//   - For `jsonl`, each line of the JSONL input must be an object.
	//   - Does not apply to `csv`, `file-list`, `tf-record`, or
	//     `tf-record-gzip`.
	//
	// * `array`: Each input is converted to JSON array format.
	//   - For `bigquery`, each row is converted to an array. The order
	//     of columns is determined by the BigQuery column order, unless
	//     [included_fields][google.cloud.aiplatform.v1beta1.BatchPredictionJob.InstanceConfig.included_fields]
	//     is populated.
	//     [included_fields][google.cloud.aiplatform.v1beta1.BatchPredictionJob.InstanceConfig.included_fields]
	//     must be populated for specifying field orders.
	//   - For `jsonl`, if each line of the JSONL input is an object,
	//     [included_fields][google.cloud.aiplatform.v1beta1.BatchPredictionJob.InstanceConfig.included_fields]
	//     must be populated for specifying field orders.
	//   - Does not apply to `csv`, `file-list`, `tf-record`, or
	//     `tf-record-gzip`.
	//
	// If not specified, Vertex AI converts the batch prediction input as
	// follows:
	//
	//   - For `bigquery` and `csv`, the behavior is the same as `array`. The
	//     order of columns is the same as defined in the file or table, unless
	//     [included_fields][google.cloud.aiplatform.v1beta1.BatchPredictionJob.InstanceConfig.included_fields]
	//     is populated.
	//   - For `jsonl`, the prediction instance format is determined by
	//     each line of the input.
	//   - For `tf-record`/`tf-record-gzip`, each record will be converted to
	//     an object in the format of `{"b64": 

Configuration defining how to transform batch prediction input instances to the instances that the Model accepts.

func (*BatchPredictionJob_InstanceConfig) Descriptor

func (*BatchPredictionJob_InstanceConfig) Descriptor() ([]byte, []int)

Deprecated: Use BatchPredictionJob_InstanceConfig.ProtoReflect.Descriptor instead.

func (*BatchPredictionJob_InstanceConfig) GetExcludedFields

func (x *BatchPredictionJob_InstanceConfig) GetExcludedFields() []string

func (*BatchPredictionJob_InstanceConfig) GetIncludedFields

func (x *BatchPredictionJob_InstanceConfig) GetIncludedFields() []string

func (*BatchPredictionJob_InstanceConfig) GetInstanceType

func (x *BatchPredictionJob_InstanceConfig) GetInstanceType() string

func (*BatchPredictionJob_InstanceConfig) GetKeyField

func (x *BatchPredictionJob_InstanceConfig) GetKeyField() string

func (*BatchPredictionJob_InstanceConfig) ProtoMessage

func (*BatchPredictionJob_InstanceConfig) ProtoMessage()

func (*BatchPredictionJob_InstanceConfig) ProtoReflect

func (x *BatchPredictionJob_InstanceConfig) ProtoReflect() protoreflect.Message

func (*BatchPredictionJob_InstanceConfig) Reset

func (x *BatchPredictionJob_InstanceConfig) Reset()

func (*BatchPredictionJob_InstanceConfig) String

func (x *BatchPredictionJob_InstanceConfig) String() string

BatchPredictionJob_OutputConfig

type BatchPredictionJob_OutputConfig struct {

	// Required. The destination of the output.
	//
	// Types that are assignable to Destination:
	//
	//	*BatchPredictionJob_OutputConfig_GcsDestination
	//	*BatchPredictionJob_OutputConfig_BigqueryDestination
	Destination isBatchPredictionJob_OutputConfig_Destination `protobuf_oneof:"destination"`
	// Required. The format in which Vertex AI gives the predictions, must be
	// one of the
	// [Model's][google.cloud.aiplatform.v1beta1.BatchPredictionJob.model]
	// [supported_output_storage_formats][google.cloud.aiplatform.v1beta1.Model.supported_output_storage_formats].
	PredictionsFormat string `protobuf:"bytes,1,opt,name=predictions_format,json=predictionsFormat,proto3" json:"predictions_format,omitempty"`
	// contains filtered or unexported fields
}

Configures the output of [BatchPredictionJob][google.cloud.aiplatform.v1beta1.BatchPredictionJob]. See [Model.supported_output_storage_formats][google.cloud.aiplatform.v1beta1.Model.supported_output_storage_formats] for supported output formats, and how predictions are expressed via any of them.

func (*BatchPredictionJob_OutputConfig) Descriptor

func (*BatchPredictionJob_OutputConfig) Descriptor() ([]byte, []int)

Deprecated: Use BatchPredictionJob_OutputConfig.ProtoReflect.Descriptor instead.

func (*BatchPredictionJob_OutputConfig) GetBigqueryDestination

func (x *BatchPredictionJob_OutputConfig) GetBigqueryDestination() *BigQueryDestination

func (*BatchPredictionJob_OutputConfig) GetDestination

func (m *BatchPredictionJob_OutputConfig) GetDestination() isBatchPredictionJob_OutputConfig_Destination

func (*BatchPredictionJob_OutputConfig) GetGcsDestination

func (x *BatchPredictionJob_OutputConfig) GetGcsDestination() *GcsDestination

func (*BatchPredictionJob_OutputConfig) GetPredictionsFormat

func (x *BatchPredictionJob_OutputConfig) GetPredictionsFormat() string

func (*BatchPredictionJob_OutputConfig) ProtoMessage

func (*BatchPredictionJob_OutputConfig) ProtoMessage()

func (*BatchPredictionJob_OutputConfig) ProtoReflect

func (x *BatchPredictionJob_OutputConfig) ProtoReflect() protoreflect.Message

func (*BatchPredictionJob_OutputConfig) Reset

func (x *BatchPredictionJob_OutputConfig) Reset()

func (*BatchPredictionJob_OutputConfig) String

func (x *BatchPredictionJob_OutputConfig) String() string

BatchPredictionJob_OutputConfig_BigqueryDestination

type BatchPredictionJob_OutputConfig_BigqueryDestination struct {
	// The BigQuery project or dataset location where the output is to be
	// written to. If project is provided, a new dataset is created with name
	// `prediction_

BatchPredictionJob_OutputConfig_GcsDestination

type BatchPredictionJob_OutputConfig_GcsDestination struct {
	// The Cloud Storage location of the directory where the output is
	// to be written to. In the given directory a new directory is created.
	// Its name is `prediction-

BatchPredictionJob_OutputInfo

type BatchPredictionJob_OutputInfo struct {

	// The output location into which prediction output is written.
	//
	// Types that are assignable to OutputLocation:
	//
	//	*BatchPredictionJob_OutputInfo_GcsOutputDirectory
	//	*BatchPredictionJob_OutputInfo_BigqueryOutputDataset
	OutputLocation isBatchPredictionJob_OutputInfo_OutputLocation `protobuf_oneof:"output_location"`
	// Output only. The name of the BigQuery table created, in
	// `predictions_

Further describes this job's output. Supplements [output_config][google.cloud.aiplatform.v1beta1.BatchPredictionJob.output_config].

func (*BatchPredictionJob_OutputInfo) Descriptor

func (*BatchPredictionJob_OutputInfo) Descriptor() ([]byte, []int)

Deprecated: Use BatchPredictionJob_OutputInfo.ProtoReflect.Descriptor instead.

func (*BatchPredictionJob_OutputInfo) GetBigqueryOutputDataset

func (x *BatchPredictionJob_OutputInfo) GetBigqueryOutputDataset() string

func (*BatchPredictionJob_OutputInfo) GetBigqueryOutputTable

func (x *BatchPredictionJob_OutputInfo) GetBigqueryOutputTable() string

func (*BatchPredictionJob_OutputInfo) GetGcsOutputDirectory

func (x *BatchPredictionJob_OutputInfo) GetGcsOutputDirectory() string

func (*BatchPredictionJob_OutputInfo) GetOutputLocation

func (m *BatchPredictionJob_OutputInfo) GetOutputLocation() isBatchPredictionJob_OutputInfo_OutputLocation

func (*BatchPredictionJob_OutputInfo) ProtoMessage

func (*BatchPredictionJob_OutputInfo) ProtoMessage()

func (*BatchPredictionJob_OutputInfo) ProtoReflect

func (x *BatchPredictionJob_OutputInfo) ProtoReflect() protoreflect.Message

func (*BatchPredictionJob_OutputInfo) Reset

func (x *BatchPredictionJob_OutputInfo) Reset()

func (*BatchPredictionJob_OutputInfo) String

func (x *BatchPredictionJob_OutputInfo) String() string

BatchPredictionJob_OutputInfo_BigqueryOutputDataset

type BatchPredictionJob_OutputInfo_BigqueryOutputDataset struct {
	// Output only. The path of the BigQuery dataset created, in
	// `bq://projectId.bqDatasetId`
	// format, into which the prediction output is written.
	BigqueryOutputDataset string `protobuf:"bytes,2,opt,name=bigquery_output_dataset,json=bigqueryOutputDataset,proto3,oneof"`
}

BatchPredictionJob_OutputInfo_GcsOutputDirectory

type BatchPredictionJob_OutputInfo_GcsOutputDirectory struct {
	// Output only. The full path of the Cloud Storage directory created, into
	// which the prediction output is written.
	GcsOutputDirectory string `protobuf:"bytes,1,opt,name=gcs_output_directory,json=gcsOutputDirectory,proto3,oneof"`
}

BatchReadFeatureValuesOperationMetadata

type BatchReadFeatureValuesOperationMetadata struct {

	// Operation metadata for Featurestore batch read Features values.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that batch reads Feature values.

func (*BatchReadFeatureValuesOperationMetadata) Descriptor

func (*BatchReadFeatureValuesOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadFeatureValuesOperationMetadata.ProtoReflect.Descriptor instead.

func (*BatchReadFeatureValuesOperationMetadata) GetGenericMetadata

func (x *BatchReadFeatureValuesOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*BatchReadFeatureValuesOperationMetadata) ProtoMessage

func (*BatchReadFeatureValuesOperationMetadata) ProtoMessage()

func (*BatchReadFeatureValuesOperationMetadata) ProtoReflect

func (x *BatchReadFeatureValuesOperationMetadata) ProtoReflect() protoreflect.Message

func (*BatchReadFeatureValuesOperationMetadata) Reset

func (x *BatchReadFeatureValuesOperationMetadata) Reset()

func (*BatchReadFeatureValuesOperationMetadata) String

func (x *BatchReadFeatureValuesOperationMetadata) String() string

BatchReadFeatureValuesRequest

type BatchReadFeatureValuesRequest struct {

	// Types that are assignable to ReadOption:
	//
	//	*BatchReadFeatureValuesRequest_CsvReadInstances
	//	*BatchReadFeatureValuesRequest_BigqueryReadInstances
	ReadOption isBatchReadFeatureValuesRequest_ReadOption `protobuf_oneof:"read_option"`
	// Required. The resource name of the Featurestore from which to query Feature
	// values. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}`
	Featurestore string `protobuf:"bytes,1,opt,name=featurestore,proto3" json:"featurestore,omitempty"`
	// Required. Specifies output location and format.
	Destination *FeatureValueDestination `protobuf:"bytes,4,opt,name=destination,proto3" json:"destination,omitempty"`
	// When not empty, the specified fields in the *_read_instances source will be
	// joined as-is in the output, in addition to those fields from the
	// Featurestore Entity.
	//
	// For BigQuery source, the type of the pass-through values will be
	// automatically inferred. For CSV source, the pass-through values will be
	// passed as opaque bytes.
	PassThroughFields []*BatchReadFeatureValuesRequest_PassThroughField `protobuf:"bytes,8,rep,name=pass_through_fields,json=passThroughFields,proto3" json:"pass_through_fields,omitempty"`
	// Required. Specifies EntityType grouping Features to read values of and
	// settings.
	EntityTypeSpecs []*BatchReadFeatureValuesRequest_EntityTypeSpec `protobuf:"bytes,7,rep,name=entity_type_specs,json=entityTypeSpecs,proto3" json:"entity_type_specs,omitempty"`
	// Optional. Excludes Feature values with feature generation timestamp before
	// this timestamp. If not set, retrieve oldest values kept in Feature Store.
	// Timestamp, if present, must not have higher than millisecond precision.
	StartTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.BatchReadFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.BatchReadFeatureValues].

func (*BatchReadFeatureValuesRequest) Descriptor

func (*BatchReadFeatureValuesRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadFeatureValuesRequest.ProtoReflect.Descriptor instead.

func (*BatchReadFeatureValuesRequest) GetBigqueryReadInstances

func (x *BatchReadFeatureValuesRequest) GetBigqueryReadInstances() *BigQuerySource

func (*BatchReadFeatureValuesRequest) GetCsvReadInstances

func (x *BatchReadFeatureValuesRequest) GetCsvReadInstances() *CsvSource

func (*BatchReadFeatureValuesRequest) GetDestination

func (x *BatchReadFeatureValuesRequest) GetDestination() *FeatureValueDestination

func (*BatchReadFeatureValuesRequest) GetEntityTypeSpecs

func (x *BatchReadFeatureValuesRequest) GetEntityTypeSpecs() []*BatchReadFeatureValuesRequest_EntityTypeSpec

func (*BatchReadFeatureValuesRequest) GetFeaturestore

func (x *BatchReadFeatureValuesRequest) GetFeaturestore() string

func (*BatchReadFeatureValuesRequest) GetPassThroughFields

func (x *BatchReadFeatureValuesRequest) GetPassThroughFields() []*BatchReadFeatureValuesRequest_PassThroughField

func (*BatchReadFeatureValuesRequest) GetReadOption

func (m *BatchReadFeatureValuesRequest) GetReadOption() isBatchReadFeatureValuesRequest_ReadOption

func (*BatchReadFeatureValuesRequest) GetStartTime

func (x *BatchReadFeatureValuesRequest) GetStartTime() *timestamppb.Timestamp

func (*BatchReadFeatureValuesRequest) ProtoMessage

func (*BatchReadFeatureValuesRequest) ProtoMessage()

func (*BatchReadFeatureValuesRequest) ProtoReflect

func (x *BatchReadFeatureValuesRequest) ProtoReflect() protoreflect.Message

func (*BatchReadFeatureValuesRequest) Reset

func (x *BatchReadFeatureValuesRequest) Reset()

func (*BatchReadFeatureValuesRequest) String

func (x *BatchReadFeatureValuesRequest) String() string

BatchReadFeatureValuesRequest_BigqueryReadInstances

type BatchReadFeatureValuesRequest_BigqueryReadInstances struct {
	// Similar to csv_read_instances, but from BigQuery source.
	BigqueryReadInstances *BigQuerySource `protobuf:"bytes,5,opt,name=bigquery_read_instances,json=bigqueryReadInstances,proto3,oneof"`
}

BatchReadFeatureValuesRequest_CsvReadInstances

type BatchReadFeatureValuesRequest_CsvReadInstances struct {
	// Each read instance consists of exactly one read timestamp and one or more
	// entity IDs identifying entities of the corresponding EntityTypes whose
	// Features are requested.
	//
	// Each output instance contains Feature values of requested entities
	// concatenated together as of the read time.
	//
	// An example read instance may be `foo_entity_id, bar_entity_id,
	// 2020-01-01T10:00:00.123Z`.
	//
	// An example output instance may be `foo_entity_id, bar_entity_id,
	// 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
	// bar_entity_feature2_value`.
	//
	// Timestamp in each read instance must be millisecond-aligned.
	//
	// `csv_read_instances` are read instances stored in a plain-text CSV file.
	// The header should be:
	//
	//	[ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp
	//
	// The columns can be in any order.
	//
	// Values in the timestamp column must use the RFC 3339 format, e.g.
	// `2012-07-30T10:43:17.123Z`.
	CsvReadInstances *CsvSource `protobuf:"bytes,3,opt,name=csv_read_instances,json=csvReadInstances,proto3,oneof"`
}

BatchReadFeatureValuesRequest_EntityTypeSpec

type BatchReadFeatureValuesRequest_EntityTypeSpec struct {

	// Required. ID of the EntityType to select Features. The EntityType id is
	// the
	// [entity_type_id][google.cloud.aiplatform.v1beta1.CreateEntityTypeRequest.entity_type_id]
	// specified during EntityType creation.
	EntityTypeId string `protobuf:"bytes,1,opt,name=entity_type_id,json=entityTypeId,proto3" json:"entity_type_id,omitempty"`
	// Required. Selectors choosing which Feature values to read from the
	// EntityType.
	FeatureSelector *FeatureSelector `protobuf:"bytes,2,opt,name=feature_selector,json=featureSelector,proto3" json:"feature_selector,omitempty"`
	// Per-Feature settings for the batch read.
	Settings []*DestinationFeatureSetting `protobuf:"bytes,3,rep,name=settings,proto3" json:"settings,omitempty"`
	// contains filtered or unexported fields
}

Selects Features of an EntityType to read values of and specifies read settings.

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) Descriptor

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadFeatureValuesRequest_EntityTypeSpec.ProtoReflect.Descriptor instead.

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) GetEntityTypeId

func (x *BatchReadFeatureValuesRequest_EntityTypeSpec) GetEntityTypeId() string

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) GetFeatureSelector

func (x *BatchReadFeatureValuesRequest_EntityTypeSpec) GetFeatureSelector() *FeatureSelector

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) GetSettings

func (x *BatchReadFeatureValuesRequest_EntityTypeSpec) GetSettings() []*DestinationFeatureSetting

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) ProtoMessage

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) ProtoMessage()

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) ProtoReflect

func (x *BatchReadFeatureValuesRequest_EntityTypeSpec) ProtoReflect() protoreflect.Message

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) Reset

func (x *BatchReadFeatureValuesRequest_EntityTypeSpec) Reset()

func (*BatchReadFeatureValuesRequest_EntityTypeSpec) String

func (x *BatchReadFeatureValuesRequest_EntityTypeSpec) String() string

BatchReadFeatureValuesRequest_PassThroughField

type BatchReadFeatureValuesRequest_PassThroughField struct {

	// Required. The name of the field in the CSV header or the name of the
	// column in BigQuery table. The naming restriction is the same as
	// [Feature.name][google.cloud.aiplatform.v1beta1.Feature.name].
	FieldName string `protobuf:"bytes,1,opt,name=field_name,json=fieldName,proto3" json:"field_name,omitempty"`
	// contains filtered or unexported fields
}

Describe pass-through fields in read_instance source.

func (*BatchReadFeatureValuesRequest_PassThroughField) Descriptor

func (*BatchReadFeatureValuesRequest_PassThroughField) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadFeatureValuesRequest_PassThroughField.ProtoReflect.Descriptor instead.

func (*BatchReadFeatureValuesRequest_PassThroughField) GetFieldName

func (x *BatchReadFeatureValuesRequest_PassThroughField) GetFieldName() string

func (*BatchReadFeatureValuesRequest_PassThroughField) ProtoMessage

func (*BatchReadFeatureValuesRequest_PassThroughField) ProtoMessage()

func (*BatchReadFeatureValuesRequest_PassThroughField) ProtoReflect

func (x *BatchReadFeatureValuesRequest_PassThroughField) ProtoReflect() protoreflect.Message

func (*BatchReadFeatureValuesRequest_PassThroughField) Reset

func (x *BatchReadFeatureValuesRequest_PassThroughField) Reset()

func (*BatchReadFeatureValuesRequest_PassThroughField) String

func (x *BatchReadFeatureValuesRequest_PassThroughField) String() string

BatchReadFeatureValuesResponse

type BatchReadFeatureValuesResponse struct {
	// contains filtered or unexported fields
}

Response message for [FeaturestoreService.BatchReadFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.BatchReadFeatureValues].

func (*BatchReadFeatureValuesResponse) Descriptor

func (*BatchReadFeatureValuesResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadFeatureValuesResponse.ProtoReflect.Descriptor instead.

func (*BatchReadFeatureValuesResponse) ProtoMessage

func (*BatchReadFeatureValuesResponse) ProtoMessage()

func (*BatchReadFeatureValuesResponse) ProtoReflect

func (x *BatchReadFeatureValuesResponse) ProtoReflect() protoreflect.Message

func (*BatchReadFeatureValuesResponse) Reset

func (x *BatchReadFeatureValuesResponse) Reset()

func (*BatchReadFeatureValuesResponse) String

func (x *BatchReadFeatureValuesResponse) String() string

BatchReadTensorboardTimeSeriesDataRequest

type BatchReadTensorboardTimeSeriesDataRequest struct {

	// Required. The resource name of the Tensorboard containing
	// TensorboardTimeSeries to read data from. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`.
	// The TensorboardTimeSeries referenced by
	// [time_series][google.cloud.aiplatform.v1beta1.BatchReadTensorboardTimeSeriesDataRequest.time_series]
	// must be sub resources of this Tensorboard.
	Tensorboard string `protobuf:"bytes,1,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// Required. The resource names of the TensorboardTimeSeries to read data
	// from. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TimeSeries []string `protobuf:"bytes,2,rep,name=time_series,json=timeSeries,proto3" json:"time_series,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.BatchReadTensorboardTimeSeriesData][google.cloud.aiplatform.v1beta1.TensorboardService.BatchReadTensorboardTimeSeriesData].

func (*BatchReadTensorboardTimeSeriesDataRequest) Descriptor

func (*BatchReadTensorboardTimeSeriesDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadTensorboardTimeSeriesDataRequest.ProtoReflect.Descriptor instead.

func (*BatchReadTensorboardTimeSeriesDataRequest) GetTensorboard

func (x *BatchReadTensorboardTimeSeriesDataRequest) GetTensorboard() string

func (*BatchReadTensorboardTimeSeriesDataRequest) GetTimeSeries

func (x *BatchReadTensorboardTimeSeriesDataRequest) GetTimeSeries() []string

func (*BatchReadTensorboardTimeSeriesDataRequest) ProtoMessage

func (*BatchReadTensorboardTimeSeriesDataRequest) ProtoMessage()

func (*BatchReadTensorboardTimeSeriesDataRequest) ProtoReflect

func (x *BatchReadTensorboardTimeSeriesDataRequest) ProtoReflect() protoreflect.Message

func (*BatchReadTensorboardTimeSeriesDataRequest) Reset

func (x *BatchReadTensorboardTimeSeriesDataRequest) Reset()

func (*BatchReadTensorboardTimeSeriesDataRequest) String

func (x *BatchReadTensorboardTimeSeriesDataRequest) String() string

BatchReadTensorboardTimeSeriesDataResponse

type BatchReadTensorboardTimeSeriesDataResponse struct {

	// The returned time series data.
	TimeSeriesData []*TimeSeriesData `protobuf:"bytes,1,rep,name=time_series_data,json=timeSeriesData,proto3" json:"time_series_data,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.BatchReadTensorboardTimeSeriesData][google.cloud.aiplatform.v1beta1.TensorboardService.BatchReadTensorboardTimeSeriesData].

func (*BatchReadTensorboardTimeSeriesDataResponse) Descriptor

func (*BatchReadTensorboardTimeSeriesDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadTensorboardTimeSeriesDataResponse.ProtoReflect.Descriptor instead.

func (*BatchReadTensorboardTimeSeriesDataResponse) GetTimeSeriesData

func (x *BatchReadTensorboardTimeSeriesDataResponse) GetTimeSeriesData() []*TimeSeriesData

func (*BatchReadTensorboardTimeSeriesDataResponse) ProtoMessage

func (*BatchReadTensorboardTimeSeriesDataResponse) ProtoMessage()

func (*BatchReadTensorboardTimeSeriesDataResponse) ProtoReflect

func (x *BatchReadTensorboardTimeSeriesDataResponse) ProtoReflect() protoreflect.Message

func (*BatchReadTensorboardTimeSeriesDataResponse) Reset

func (x *BatchReadTensorboardTimeSeriesDataResponse) Reset()

func (*BatchReadTensorboardTimeSeriesDataResponse) String

func (x *BatchReadTensorboardTimeSeriesDataResponse) String() string

BigQueryDestination

type BigQueryDestination struct {

	// Required. BigQuery URI to a project or table, up to 2000 characters long.
	//
	// When only the project is specified, the Dataset and Table is created.
	// When the full table reference is specified, the Dataset must exist and
	// table must not exist.
	//
	// Accepted forms:
	//
	// *  BigQuery path. For example:
	// `bq://projectId` or `bq://projectId.bqDatasetId` or
	// `bq://projectId.bqDatasetId.bqTableId`.
	OutputUri string `protobuf:"bytes,1,opt,name=output_uri,json=outputUri,proto3" json:"output_uri,omitempty"`
	// contains filtered or unexported fields
}

The BigQuery location for the output content.

func (*BigQueryDestination) Descriptor

func (*BigQueryDestination) Descriptor() ([]byte, []int)

Deprecated: Use BigQueryDestination.ProtoReflect.Descriptor instead.

func (*BigQueryDestination) GetOutputUri

func (x *BigQueryDestination) GetOutputUri() string

func (*BigQueryDestination) ProtoMessage

func (*BigQueryDestination) ProtoMessage()

func (*BigQueryDestination) ProtoReflect

func (x *BigQueryDestination) ProtoReflect() protoreflect.Message

func (*BigQueryDestination) Reset

func (x *BigQueryDestination) Reset()

func (*BigQueryDestination) String

func (x *BigQueryDestination) String() string

BigQuerySource

type BigQuerySource struct {

	// Required. BigQuery URI to a table, up to 2000 characters long.
	// Accepted forms:
	//
	// *  BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.
	InputUri string `protobuf:"bytes,1,opt,name=input_uri,json=inputUri,proto3" json:"input_uri,omitempty"`
	// contains filtered or unexported fields
}

The BigQuery location for the input content.

func (*BigQuerySource) Descriptor

func (*BigQuerySource) Descriptor() ([]byte, []int)

Deprecated: Use BigQuerySource.ProtoReflect.Descriptor instead.

func (*BigQuerySource) GetInputUri

func (x *BigQuerySource) GetInputUri() string

func (*BigQuerySource) ProtoMessage

func (*BigQuerySource) ProtoMessage()

func (*BigQuerySource) ProtoReflect

func (x *BigQuerySource) ProtoReflect() protoreflect.Message

func (*BigQuerySource) Reset

func (x *BigQuerySource) Reset()

func (*BigQuerySource) String

func (x *BigQuerySource) String() string

Blob

type Blob struct {

	// Required. The IANA standard MIME type of the source data.
	MimeType string `protobuf:"bytes,1,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// Required. Raw bytes for media formats.
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty"`
	// contains filtered or unexported fields
}

Raw media bytes.

Text should not be sent as raw bytes, use the 'text' field.

func (*Blob) Descriptor

func (*Blob) Descriptor() ([]byte, []int)

Deprecated: Use Blob.ProtoReflect.Descriptor instead.

func (*Blob) GetData

func (x *Blob) GetData() []byte

func (*Blob) GetMimeType

func (x *Blob) GetMimeType() string

func (*Blob) ProtoMessage

func (*Blob) ProtoMessage()

func (*Blob) ProtoReflect

func (x *Blob) ProtoReflect() protoreflect.Message

func (*Blob) Reset

func (x *Blob) Reset()

func (*Blob) String

func (x *Blob) String() string

BlurBaselineConfig

type BlurBaselineConfig struct {

	// The standard deviation of the blur kernel for the blurred baseline. The
	// same blurring parameter is used for both the height and the width
	// dimension. If not set, the method defaults to the zero (i.e. black for
	// images) baseline.
	MaxBlurSigma float32 `protobuf:"fixed32,1,opt,name=max_blur_sigma,json=maxBlurSigma,proto3" json:"max_blur_sigma,omitempty"`
	// contains filtered or unexported fields
}

Config for blur baseline.

When enabled, a linear path from the maximally blurred image to the input image is created. Using a blurred baseline instead of zero (black image) is motivated by the BlurIG approach explained here: https://arxiv.org/abs/2004.03383

func (*BlurBaselineConfig) Descriptor

func (*BlurBaselineConfig) Descriptor() ([]byte, []int)

Deprecated: Use BlurBaselineConfig.ProtoReflect.Descriptor instead.

func (*BlurBaselineConfig) GetMaxBlurSigma

func (x *BlurBaselineConfig) GetMaxBlurSigma() float32

func (*BlurBaselineConfig) ProtoMessage

func (*BlurBaselineConfig) ProtoMessage()

func (*BlurBaselineConfig) ProtoReflect

func (x *BlurBaselineConfig) ProtoReflect() protoreflect.Message

func (*BlurBaselineConfig) Reset

func (x *BlurBaselineConfig) Reset()

func (*BlurBaselineConfig) String

func (x *BlurBaselineConfig) String() string

BoolArray

type BoolArray struct {

	// A list of bool values.
	Values []bool `protobuf:"varint,1,rep,packed,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

A list of boolean values.

func (*BoolArray) Descriptor

func (*BoolArray) Descriptor() ([]byte, []int)

Deprecated: Use BoolArray.ProtoReflect.Descriptor instead.

func (*BoolArray) GetValues

func (x *BoolArray) GetValues() []bool

func (*BoolArray) ProtoMessage

func (*BoolArray) ProtoMessage()

func (*BoolArray) ProtoReflect

func (x *BoolArray) ProtoReflect() protoreflect.Message

func (*BoolArray) Reset

func (x *BoolArray) Reset()

func (*BoolArray) String

func (x *BoolArray) String() string

CancelBatchPredictionJobRequest

type CancelBatchPredictionJobRequest struct {

	// Required. The name of the BatchPredictionJob to cancel.
	// Format:
	// `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CancelBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.CancelBatchPredictionJob].

func (*CancelBatchPredictionJobRequest) Descriptor

func (*CancelBatchPredictionJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelBatchPredictionJobRequest.ProtoReflect.Descriptor instead.

func (*CancelBatchPredictionJobRequest) GetName

func (x *CancelBatchPredictionJobRequest) GetName() string

func (*CancelBatchPredictionJobRequest) ProtoMessage

func (*CancelBatchPredictionJobRequest) ProtoMessage()

func (*CancelBatchPredictionJobRequest) ProtoReflect

func (x *CancelBatchPredictionJobRequest) ProtoReflect() protoreflect.Message

func (*CancelBatchPredictionJobRequest) Reset

func (x *CancelBatchPredictionJobRequest) Reset()

func (*CancelBatchPredictionJobRequest) String

func (x *CancelBatchPredictionJobRequest) String() string

CancelCustomJobRequest

type CancelCustomJobRequest struct {

	// Required. The name of the CustomJob to cancel.
	// Format:
	// `projects/{project}/locations/{location}/customJobs/{custom_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CancelCustomJob][google.cloud.aiplatform.v1beta1.JobService.CancelCustomJob].

func (*CancelCustomJobRequest) Descriptor

func (*CancelCustomJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelCustomJobRequest.ProtoReflect.Descriptor instead.

func (*CancelCustomJobRequest) GetName

func (x *CancelCustomJobRequest) GetName() string

func (*CancelCustomJobRequest) ProtoMessage

func (*CancelCustomJobRequest) ProtoMessage()

func (*CancelCustomJobRequest) ProtoReflect

func (x *CancelCustomJobRequest) ProtoReflect() protoreflect.Message

func (*CancelCustomJobRequest) Reset

func (x *CancelCustomJobRequest) Reset()

func (*CancelCustomJobRequest) String

func (x *CancelCustomJobRequest) String() string

CancelDataLabelingJobRequest

type CancelDataLabelingJobRequest struct {

	// Required. The name of the DataLabelingJob.
	// Format:
	// `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CancelDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.CancelDataLabelingJob].

func (*CancelDataLabelingJobRequest) Descriptor

func (*CancelDataLabelingJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelDataLabelingJobRequest.ProtoReflect.Descriptor instead.

func (*CancelDataLabelingJobRequest) GetName

func (x *CancelDataLabelingJobRequest) GetName() string

func (*CancelDataLabelingJobRequest) ProtoMessage

func (*CancelDataLabelingJobRequest) ProtoMessage()

func (*CancelDataLabelingJobRequest) ProtoReflect

func (x *CancelDataLabelingJobRequest) ProtoReflect() protoreflect.Message

func (*CancelDataLabelingJobRequest) Reset

func (x *CancelDataLabelingJobRequest) Reset()

func (*CancelDataLabelingJobRequest) String

func (x *CancelDataLabelingJobRequest) String() string

CancelHyperparameterTuningJobRequest

type CancelHyperparameterTuningJobRequest struct {

	// Required. The name of the HyperparameterTuningJob to cancel.
	// Format:
	// `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CancelHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.CancelHyperparameterTuningJob].

func (*CancelHyperparameterTuningJobRequest) Descriptor

func (*CancelHyperparameterTuningJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelHyperparameterTuningJobRequest.ProtoReflect.Descriptor instead.

func (*CancelHyperparameterTuningJobRequest) GetName

func (x *CancelHyperparameterTuningJobRequest) GetName() string

func (*CancelHyperparameterTuningJobRequest) ProtoMessage

func (*CancelHyperparameterTuningJobRequest) ProtoMessage()

func (*CancelHyperparameterTuningJobRequest) ProtoReflect

func (x *CancelHyperparameterTuningJobRequest) ProtoReflect() protoreflect.Message

func (*CancelHyperparameterTuningJobRequest) Reset

func (x *CancelHyperparameterTuningJobRequest) Reset()

func (*CancelHyperparameterTuningJobRequest) String

func (x *CancelHyperparameterTuningJobRequest) String() string

CancelNasJobRequest

type CancelNasJobRequest struct {

	// Required. The name of the NasJob to cancel.
	// Format:
	// `projects/{project}/locations/{location}/nasJobs/{nas_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CancelNasJob][google.cloud.aiplatform.v1beta1.JobService.CancelNasJob].

func (*CancelNasJobRequest) Descriptor

func (*CancelNasJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelNasJobRequest.ProtoReflect.Descriptor instead.

func (*CancelNasJobRequest) GetName

func (x *CancelNasJobRequest) GetName() string

func (*CancelNasJobRequest) ProtoMessage

func (*CancelNasJobRequest) ProtoMessage()

func (*CancelNasJobRequest) ProtoReflect

func (x *CancelNasJobRequest) ProtoReflect() protoreflect.Message

func (*CancelNasJobRequest) Reset

func (x *CancelNasJobRequest) Reset()

func (*CancelNasJobRequest) String

func (x *CancelNasJobRequest) String() string

CancelPipelineJobRequest

type CancelPipelineJobRequest struct {

	// Required. The name of the PipelineJob to cancel.
	// Format:
	// `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.CancelPipelineJob][google.cloud.aiplatform.v1beta1.PipelineService.CancelPipelineJob].

func (*CancelPipelineJobRequest) Descriptor

func (*CancelPipelineJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelPipelineJobRequest.ProtoReflect.Descriptor instead.

func (*CancelPipelineJobRequest) GetName

func (x *CancelPipelineJobRequest) GetName() string

func (*CancelPipelineJobRequest) ProtoMessage

func (*CancelPipelineJobRequest) ProtoMessage()

func (*CancelPipelineJobRequest) ProtoReflect

func (x *CancelPipelineJobRequest) ProtoReflect() protoreflect.Message

func (*CancelPipelineJobRequest) Reset

func (x *CancelPipelineJobRequest) Reset()

func (*CancelPipelineJobRequest) String

func (x *CancelPipelineJobRequest) String() string

CancelTrainingPipelineRequest

type CancelTrainingPipelineRequest struct {

	// Required. The name of the TrainingPipeline to cancel.
	// Format:
	// `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.CancelTrainingPipeline][google.cloud.aiplatform.v1beta1.PipelineService.CancelTrainingPipeline].

func (*CancelTrainingPipelineRequest) Descriptor

func (*CancelTrainingPipelineRequest) Descriptor() ([]byte, []int)

Deprecated: Use CancelTrainingPipelineRequest.ProtoReflect.Descriptor instead.

func (*CancelTrainingPipelineRequest) GetName

func (x *CancelTrainingPipelineRequest) GetName() string

func (*CancelTrainingPipelineRequest) ProtoMessage

func (*CancelTrainingPipelineRequest) ProtoMessage()

func (*CancelTrainingPipelineRequest) ProtoReflect

func (x *CancelTrainingPipelineRequest) ProtoReflect() protoreflect.Message

func (*CancelTrainingPipelineRequest) Reset

func (x *CancelTrainingPipelineRequest) Reset()

func (*CancelTrainingPipelineRequest) String

func (x *CancelTrainingPipelineRequest) String() string

Candidate

type Candidate struct {
	Index int32 `protobuf:"varint,1,opt,name=index,proto3" json:"index,omitempty"`

	Content *Content `protobuf:"bytes,2,opt,name=content,proto3" json:"content,omitempty"`

	FinishReason Candidate_FinishReason "" /* 158 byte string literal not displayed */

	SafetyRatings []*SafetyRating `protobuf:"bytes,4,rep,name=safety_ratings,json=safetyRatings,proto3" json:"safety_ratings,omitempty"`

	FinishMessage *string `protobuf:"bytes,5,opt,name=finish_message,json=finishMessage,proto3,oneof" json:"finish_message,omitempty"`

	CitationMetadata *CitationMetadata `protobuf:"bytes,6,opt,name=citation_metadata,json=citationMetadata,proto3" json:"citation_metadata,omitempty"`

}

A response candidate generated from the model.

func (*Candidate) Descriptor

func (*Candidate) Descriptor() ([]byte, []int)

Deprecated: Use Candidate.ProtoReflect.Descriptor instead.

func (*Candidate) GetCitationMetadata

func (x *Candidate) GetCitationMetadata() *CitationMetadata

func (*Candidate) GetContent

func (x *Candidate) GetContent() *Content

func (*Candidate) GetFinishMessage

func (x *Candidate) GetFinishMessage() string

func (*Candidate) GetFinishReason

func (x *Candidate) GetFinishReason() Candidate_FinishReason

func (*Candidate) GetIndex

func (x *Candidate) GetIndex() int32

func (*Candidate) GetSafetyRatings

func (x *Candidate) GetSafetyRatings() []*SafetyRating

func (*Candidate) ProtoMessage

func (*Candidate) ProtoMessage()

func (*Candidate) ProtoReflect

func (x *Candidate) ProtoReflect() protoreflect.Message

func (*Candidate) Reset

func (x *Candidate) Reset()

func (*Candidate) String

func (x *Candidate) String() string

Candidate_FinishReason

type Candidate_FinishReason int32

The reason why the model stopped generating tokens. If empty, the model has not stopped generating the tokens.

Candidate_FINISH_REASON_UNSPECIFIED, Candidate_STOP, Candidate_MAX_TOKENS, Candidate_SAFETY, Candidate_RECITATION, Candidate_OTHER

const (
	// The finish reason is unspecified.
	Candidate_FINISH_REASON_UNSPECIFIED Candidate_FinishReason = 0
	// Natural stop point of the model or provided stop sequence.
	Candidate_STOP Candidate_FinishReason = 1
	// The maximum number of tokens as specified in the request was reached.
	Candidate_MAX_TOKENS Candidate_FinishReason = 2
	// The token generation was stopped as the response was flagged for safety
	// reasons. NOTE: When streaming the Candidate.content will be empty if
	// content filters blocked the output.
	Candidate_SAFETY Candidate_FinishReason = 3
	// The token generation was stopped as the response was flagged for
	// unauthorized citations.
	Candidate_RECITATION Candidate_FinishReason = 4
	// All other reasons that stopped the token generation
	Candidate_OTHER Candidate_FinishReason = 5
)

func (Candidate_FinishReason) Descriptor

func (Candidate_FinishReason) Descriptor() protoreflect.EnumDescriptor

func (Candidate_FinishReason) Enum

func (x Candidate_FinishReason) Enum() *Candidate_FinishReason

func (Candidate_FinishReason) EnumDescriptor

func (Candidate_FinishReason) EnumDescriptor() ([]byte, []int)

Deprecated: Use Candidate_FinishReason.Descriptor instead.

func (Candidate_FinishReason) Number

func (x Candidate_FinishReason) Number() protoreflect.EnumNumber

func (Candidate_FinishReason) String

func (x Candidate_FinishReason) String() string

func (Candidate_FinishReason) Type

func (Candidate_FinishReason) Type() protoreflect.EnumType

CheckTrialEarlyStoppingStateMetatdata

type CheckTrialEarlyStoppingStateMetatdata struct {

	// Operation metadata for suggesting Trials.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// The name of the Study that the Trial belongs to.
	Study string `protobuf:"bytes,2,opt,name=study,proto3" json:"study,omitempty"`
	// The Trial name.
	Trial string `protobuf:"bytes,3,opt,name=trial,proto3" json:"trial,omitempty"`
	// contains filtered or unexported fields
}

This message will be placed in the metadata field of a google.longrunning.Operation associated with a CheckTrialEarlyStoppingState request.

func (*CheckTrialEarlyStoppingStateMetatdata) Descriptor

func (*CheckTrialEarlyStoppingStateMetatdata) Descriptor() ([]byte, []int)

Deprecated: Use CheckTrialEarlyStoppingStateMetatdata.ProtoReflect.Descriptor instead.

func (*CheckTrialEarlyStoppingStateMetatdata) GetGenericMetadata

func (x *CheckTrialEarlyStoppingStateMetatdata) GetGenericMetadata() *GenericOperationMetadata

func (*CheckTrialEarlyStoppingStateMetatdata) GetStudy

func (x *CheckTrialEarlyStoppingStateMetatdata) GetStudy() string

func (*CheckTrialEarlyStoppingStateMetatdata) GetTrial

func (x *CheckTrialEarlyStoppingStateMetatdata) GetTrial() string

func (*CheckTrialEarlyStoppingStateMetatdata) ProtoMessage

func (*CheckTrialEarlyStoppingStateMetatdata) ProtoMessage()

func (*CheckTrialEarlyStoppingStateMetatdata) ProtoReflect

func (x *CheckTrialEarlyStoppingStateMetatdata) ProtoReflect() protoreflect.Message

func (*CheckTrialEarlyStoppingStateMetatdata) Reset

func (x *CheckTrialEarlyStoppingStateMetatdata) Reset()

func (*CheckTrialEarlyStoppingStateMetatdata) String

func (x *CheckTrialEarlyStoppingStateMetatdata) String() string

CheckTrialEarlyStoppingStateRequest

type CheckTrialEarlyStoppingStateRequest struct {

	// Required. The Trial's name.
	// Format:
	// `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
	TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName,proto3" json:"trial_name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.CheckTrialEarlyStoppingState][google.cloud.aiplatform.v1beta1.VizierService.CheckTrialEarlyStoppingState].

func (*CheckTrialEarlyStoppingStateRequest) Descriptor

func (*CheckTrialEarlyStoppingStateRequest) Descriptor() ([]byte, []int)

Deprecated: Use CheckTrialEarlyStoppingStateRequest.ProtoReflect.Descriptor instead.

func (*CheckTrialEarlyStoppingStateRequest) GetTrialName

func (x *CheckTrialEarlyStoppingStateRequest) GetTrialName() string

func (*CheckTrialEarlyStoppingStateRequest) ProtoMessage

func (*CheckTrialEarlyStoppingStateRequest) ProtoMessage()

func (*CheckTrialEarlyStoppingStateRequest) ProtoReflect

func (x *CheckTrialEarlyStoppingStateRequest) ProtoReflect() protoreflect.Message

func (*CheckTrialEarlyStoppingStateRequest) Reset

func (x *CheckTrialEarlyStoppingStateRequest) Reset()

func (*CheckTrialEarlyStoppingStateRequest) String

func (x *CheckTrialEarlyStoppingStateRequest) String() string

CheckTrialEarlyStoppingStateResponse

type CheckTrialEarlyStoppingStateResponse struct {

	// True if the Trial should stop.
	ShouldStop bool `protobuf:"varint,1,opt,name=should_stop,json=shouldStop,proto3" json:"should_stop,omitempty"`
	// contains filtered or unexported fields
}

Response message for [VizierService.CheckTrialEarlyStoppingState][google.cloud.aiplatform.v1beta1.VizierService.CheckTrialEarlyStoppingState].

func (*CheckTrialEarlyStoppingStateResponse) Descriptor

func (*CheckTrialEarlyStoppingStateResponse) Descriptor() ([]byte, []int)

Deprecated: Use CheckTrialEarlyStoppingStateResponse.ProtoReflect.Descriptor instead.

func (*CheckTrialEarlyStoppingStateResponse) GetShouldStop

func (x *CheckTrialEarlyStoppingStateResponse) GetShouldStop() bool

func (*CheckTrialEarlyStoppingStateResponse) ProtoMessage

func (*CheckTrialEarlyStoppingStateResponse) ProtoMessage()

func (*CheckTrialEarlyStoppingStateResponse) ProtoReflect

func (x *CheckTrialEarlyStoppingStateResponse) ProtoReflect() protoreflect.Message

func (*CheckTrialEarlyStoppingStateResponse) Reset

func (x *CheckTrialEarlyStoppingStateResponse) Reset()

func (*CheckTrialEarlyStoppingStateResponse) String

func (x *CheckTrialEarlyStoppingStateResponse) String() string

Citation

type Citation struct {

	// Output only. Start index into the content.
	StartIndex int32 `protobuf:"varint,1,opt,name=start_index,json=startIndex,proto3" json:"start_index,omitempty"`
	// Output only. End index into the content.
	EndIndex int32 `protobuf:"varint,2,opt,name=end_index,json=endIndex,proto3" json:"end_index,omitempty"`
	// Output only. Url reference of the attribution.
	Uri string `protobuf:"bytes,3,opt,name=uri,proto3" json:"uri,omitempty"`
	// Output only. Title of the attribution.
	Title string `protobuf:"bytes,4,opt,name=title,proto3" json:"title,omitempty"`
	// Output only. License of the attribution.
	License string `protobuf:"bytes,5,opt,name=license,proto3" json:"license,omitempty"`
	// Output only. Publication date of the attribution.
	PublicationDate *date.Date `protobuf:"bytes,6,opt,name=publication_date,json=publicationDate,proto3" json:"publication_date,omitempty"`
	// contains filtered or unexported fields
}

Source attributions for content.

func (*Citation) Descriptor

func (*Citation) Descriptor() ([]byte, []int)

Deprecated: Use Citation.ProtoReflect.Descriptor instead.

func (*Citation) GetEndIndex

func (x *Citation) GetEndIndex() int32

func (*Citation) GetLicense

func (x *Citation) GetLicense() string

func (*Citation) GetPublicationDate

func (x *Citation) GetPublicationDate() *date.Date

func (*Citation) GetStartIndex

func (x *Citation) GetStartIndex() int32

func (*Citation) GetTitle

func (x *Citation) GetTitle() string

func (*Citation) GetUri

func (x *Citation) GetUri() string

func (*Citation) ProtoMessage

func (*Citation) ProtoMessage()

func (*Citation) ProtoReflect

func (x *Citation) ProtoReflect() protoreflect.Message

func (*Citation) Reset

func (x *Citation) Reset()

func (*Citation) String

func (x *Citation) String() string

CitationMetadata

type CitationMetadata struct {

	// Output only. List of citations.
	Citations []*Citation `protobuf:"bytes,1,rep,name=citations,proto3" json:"citations,omitempty"`
	// contains filtered or unexported fields
}

A collection of source attributions for a piece of content.

func (*CitationMetadata) Descriptor

func (*CitationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CitationMetadata.ProtoReflect.Descriptor instead.

func (*CitationMetadata) GetCitations

func (x *CitationMetadata) GetCitations() []*Citation

func (*CitationMetadata) ProtoMessage

func (*CitationMetadata) ProtoMessage()

func (*CitationMetadata) ProtoReflect

func (x *CitationMetadata) ProtoReflect() protoreflect.Message

func (*CitationMetadata) Reset

func (x *CitationMetadata) Reset()

func (*CitationMetadata) String

func (x *CitationMetadata) String() string

CompleteTrialRequest

type CompleteTrialRequest struct {

	// Required. The Trial's name.
	// Format:
	// `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. If provided, it will be used as the completed Trial's
	// final_measurement; Otherwise, the service will auto-select a
	// previously reported measurement as the final-measurement
	FinalMeasurement *Measurement `protobuf:"bytes,2,opt,name=final_measurement,json=finalMeasurement,proto3" json:"final_measurement,omitempty"`
	// Optional. True if the Trial cannot be run with the given Parameter, and
	// final_measurement will be ignored.
	TrialInfeasible bool `protobuf:"varint,3,opt,name=trial_infeasible,json=trialInfeasible,proto3" json:"trial_infeasible,omitempty"`
	// Optional. A human readable reason why the trial was infeasible. This should
	// only be provided if `trial_infeasible` is true.
	InfeasibleReason string `protobuf:"bytes,4,opt,name=infeasible_reason,json=infeasibleReason,proto3" json:"infeasible_reason,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.CompleteTrial][google.cloud.aiplatform.v1beta1.VizierService.CompleteTrial].

func (*CompleteTrialRequest) Descriptor

func (*CompleteTrialRequest) Descriptor() ([]byte, []int)

Deprecated: Use CompleteTrialRequest.ProtoReflect.Descriptor instead.

func (*CompleteTrialRequest) GetFinalMeasurement

func (x *CompleteTrialRequest) GetFinalMeasurement() *Measurement

func (*CompleteTrialRequest) GetInfeasibleReason

func (x *CompleteTrialRequest) GetInfeasibleReason() string

func (*CompleteTrialRequest) GetName

func (x *CompleteTrialRequest) GetName() string

func (*CompleteTrialRequest) GetTrialInfeasible

func (x *CompleteTrialRequest) GetTrialInfeasible() bool

func (*CompleteTrialRequest) ProtoMessage

func (*CompleteTrialRequest) ProtoMessage()

func (*CompleteTrialRequest) ProtoReflect

func (x *CompleteTrialRequest) ProtoReflect() protoreflect.Message

func (*CompleteTrialRequest) Reset

func (x *CompleteTrialRequest) Reset()

func (*CompleteTrialRequest) String

func (x *CompleteTrialRequest) String() string

CompletionStats

type CompletionStats struct {
	SuccessfulCount int64 `protobuf:"varint,1,opt,name=successful_count,json=successfulCount,proto3" json:"successful_count,omitempty"`

	FailedCount int64 `protobuf:"varint,2,opt,name=failed_count,json=failedCount,proto3" json:"failed_count,omitempty"`

	IncompleteCount int64 `protobuf:"varint,3,opt,name=incomplete_count,json=incompleteCount,proto3" json:"incomplete_count,omitempty"`

	SuccessfulForecastPointCount int64 "" /* 150 byte string literal not displayed */

}

Success and error statistics of processing multiple entities (for example, DataItems or structured data rows) in batch.

func (*CompletionStats) Descriptor

func (*CompletionStats) Descriptor() ([]byte, []int)

Deprecated: Use CompletionStats.ProtoReflect.Descriptor instead.

func (*CompletionStats) GetFailedCount

func (x *CompletionStats) GetFailedCount() int64

func (*CompletionStats) GetIncompleteCount

func (x *CompletionStats) GetIncompleteCount() int64

func (*CompletionStats) GetSuccessfulCount

func (x *CompletionStats) GetSuccessfulCount() int64

func (*CompletionStats) GetSuccessfulForecastPointCount

func (x *CompletionStats) GetSuccessfulForecastPointCount() int64

func (*CompletionStats) ProtoMessage

func (*CompletionStats) ProtoMessage()

func (*CompletionStats) ProtoReflect

func (x *CompletionStats) ProtoReflect() protoreflect.Message

func (*CompletionStats) Reset

func (x *CompletionStats) Reset()

func (*CompletionStats) String

func (x *CompletionStats) String() string

ComputeTokensRequest

type ComputeTokensRequest struct {

	// Required. The name of the Endpoint requested to get lists of tokens and
	// token ids.
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Required. The instances that are the input to token computing API call.
	// Schema is identical to the prediction schema of the text model, even for
	// the non-text models, like chat models, or Codey models.
	Instances []*structpb.Value `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
	// contains filtered or unexported fields
}

Request message for ComputeTokens RPC call.

func (*ComputeTokensRequest) Descriptor

func (*ComputeTokensRequest) Descriptor() ([]byte, []int)

Deprecated: Use ComputeTokensRequest.ProtoReflect.Descriptor instead.

func (*ComputeTokensRequest) GetEndpoint

func (x *ComputeTokensRequest) GetEndpoint() string

func (*ComputeTokensRequest) GetInstances

func (x *ComputeTokensRequest) GetInstances() []*structpb.Value

func (*ComputeTokensRequest) ProtoMessage

func (*ComputeTokensRequest) ProtoMessage()

func (*ComputeTokensRequest) ProtoReflect

func (x *ComputeTokensRequest) ProtoReflect() protoreflect.Message

func (*ComputeTokensRequest) Reset

func (x *ComputeTokensRequest) Reset()

func (*ComputeTokensRequest) String

func (x *ComputeTokensRequest) String() string

ComputeTokensResponse

type ComputeTokensResponse struct {

	// Lists of tokens info from the input. A ComputeTokensRequest could have
	// multiple instances with a prompt in each instance. We also need to return
	// lists of tokens info for the request with multiple instances.
	TokensInfo []*TokensInfo `protobuf:"bytes,1,rep,name=tokens_info,json=tokensInfo,proto3" json:"tokens_info,omitempty"`
	// contains filtered or unexported fields
}

Response message for ComputeTokens RPC call.

func (*ComputeTokensResponse) Descriptor

func (*ComputeTokensResponse) Descriptor() ([]byte, []int)

Deprecated: Use ComputeTokensResponse.ProtoReflect.Descriptor instead.

func (*ComputeTokensResponse) GetTokensInfo

func (x *ComputeTokensResponse) GetTokensInfo() []*TokensInfo

func (*ComputeTokensResponse) ProtoMessage

func (*ComputeTokensResponse) ProtoMessage()

func (*ComputeTokensResponse) ProtoReflect

func (x *ComputeTokensResponse) ProtoReflect() protoreflect.Message

func (*ComputeTokensResponse) Reset

func (x *ComputeTokensResponse) Reset()

func (*ComputeTokensResponse) String

func (x *ComputeTokensResponse) String() string

ContainerRegistryDestination

type ContainerRegistryDestination struct {

	// Required. Container Registry URI of a container image.
	// Only Google Container Registry and Artifact Registry are supported now.
	// Accepted forms:
	//
	//   - Google Container Registry path. For example:
	//     `gcr.io/projectId/imageName:tag`.
	//
	//   - Artifact Registry path. For example:
	//     `us-central1-docker.pkg.dev/projectId/repoName/imageName:tag`.
	//
	// If a tag is not specified, "latest" will be used as the default tag.
	OutputUri string `protobuf:"bytes,1,opt,name=output_uri,json=outputUri,proto3" json:"output_uri,omitempty"`
	// contains filtered or unexported fields
}

The Container Registry location for the container image.

func (*ContainerRegistryDestination) Descriptor

func (*ContainerRegistryDestination) Descriptor() ([]byte, []int)

Deprecated: Use ContainerRegistryDestination.ProtoReflect.Descriptor instead.

func (*ContainerRegistryDestination) GetOutputUri

func (x *ContainerRegistryDestination) GetOutputUri() string

func (*ContainerRegistryDestination) ProtoMessage

func (*ContainerRegistryDestination) ProtoMessage()

func (*ContainerRegistryDestination) ProtoReflect

func (x *ContainerRegistryDestination) ProtoReflect() protoreflect.Message

func (*ContainerRegistryDestination) Reset

func (x *ContainerRegistryDestination) Reset()

func (*ContainerRegistryDestination) String

func (x *ContainerRegistryDestination) String() string

ContainerSpec

type ContainerSpec struct {

	// Required. The URI of a container image in the Container Registry that is to
	// be run on each worker replica.
	ImageUri string `protobuf:"bytes,1,opt,name=image_uri,json=imageUri,proto3" json:"image_uri,omitempty"`
	// The command to be invoked when the container is started.
	// It overrides the entrypoint instruction in Dockerfile when provided.
	Command []string `protobuf:"bytes,2,rep,name=command,proto3" json:"command,omitempty"`
	// The arguments to be passed when starting the container.
	Args []string `protobuf:"bytes,3,rep,name=args,proto3" json:"args,omitempty"`
	// Environment variables to be passed to the container.
	// Maximum limit is 100.
	Env []*EnvVar `protobuf:"bytes,4,rep,name=env,proto3" json:"env,omitempty"`
	// contains filtered or unexported fields
}

The spec of a Container.

func (*ContainerSpec) Descriptor

func (*ContainerSpec) Descriptor() ([]byte, []int)

Deprecated: Use ContainerSpec.ProtoReflect.Descriptor instead.

func (*ContainerSpec) GetArgs

func (x *ContainerSpec) GetArgs() []string

func (*ContainerSpec) GetCommand

func (x *ContainerSpec) GetCommand() []string

func (*ContainerSpec) GetEnv

func (x *ContainerSpec) GetEnv() []*EnvVar

func (*ContainerSpec) GetImageUri

func (x *ContainerSpec) GetImageUri() string

func (*ContainerSpec) ProtoMessage

func (*ContainerSpec) ProtoMessage()

func (*ContainerSpec) ProtoReflect

func (x *ContainerSpec) ProtoReflect() protoreflect.Message

func (*ContainerSpec) Reset

func (x *ContainerSpec) Reset()

func (*ContainerSpec) String

func (x *ContainerSpec) String() string

Content

type Content struct {

	// Optional. The producer of the content. Must be either 'user' or 'model'.
	//
	// Useful to set for multi-turn conversations, otherwise can be left blank
	// or unset.
	Role string `protobuf:"bytes,1,opt,name=role,proto3" json:"role,omitempty"`
	// Required. Ordered `Parts` that constitute a single message. Parts may have
	// different IANA MIME types.
	Parts []*Part `protobuf:"bytes,2,rep,name=parts,proto3" json:"parts,omitempty"`
	// contains filtered or unexported fields
}

The base structured datatype containing multi-part content of a message.

A Content includes a role field designating the producer of the Content and a parts field containing multi-part data that contains the content of the message turn.

func (*Content) Descriptor

func (*Content) Descriptor() ([]byte, []int)

Deprecated: Use Content.ProtoReflect.Descriptor instead.

func (*Content) GetParts

func (x *Content) GetParts() []*Part

func (*Content) GetRole

func (x *Content) GetRole() string

func (*Content) ProtoMessage

func (*Content) ProtoMessage()

func (*Content) ProtoReflect

func (x *Content) ProtoReflect() protoreflect.Message

func (*Content) Reset

func (x *Content) Reset()

func (*Content) String

func (x *Content) String() string

Context

type Context struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	ParentContexts []string `protobuf:"bytes,12,rep,name=parent_contexts,json=parentContexts,proto3" json:"parent_contexts,omitempty"`

	SchemaTitle string `protobuf:"bytes,13,opt,name=schema_title,json=schemaTitle,proto3" json:"schema_title,omitempty"`

	SchemaVersion string `protobuf:"bytes,14,opt,name=schema_version,json=schemaVersion,proto3" json:"schema_version,omitempty"`

	Metadata *structpb.Struct `protobuf:"bytes,15,opt,name=metadata,proto3" json:"metadata,omitempty"`

	Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"`

}

Instance of a general context.

func (*Context) Descriptor

func (*Context) Descriptor() ([]byte, []int)

Deprecated: Use Context.ProtoReflect.Descriptor instead.

func (*Context) GetCreateTime

func (x *Context) GetCreateTime() *timestamppb.Timestamp

func (*Context) GetDescription

func (x *Context) GetDescription() string

func (*Context) GetDisplayName

func (x *Context) GetDisplayName() string

func (*Context) GetEtag

func (x *Context) GetEtag() string

func (*Context) GetLabels

func (x *Context) GetLabels() map[string]string

func (*Context) GetMetadata

func (x *Context) GetMetadata() *structpb.Struct

func (*Context) GetName

func (x *Context) GetName() string

func (*Context) GetParentContexts

func (x *Context) GetParentContexts() []string

func (*Context) GetSchemaTitle

func (x *Context) GetSchemaTitle() string

func (*Context) GetSchemaVersion

func (x *Context) GetSchemaVersion() string

func (*Context) GetUpdateTime

func (x *Context) GetUpdateTime() *timestamppb.Timestamp

func (*Context) ProtoMessage

func (*Context) ProtoMessage()

func (*Context) ProtoReflect

func (x *Context) ProtoReflect() protoreflect.Message

func (*Context) Reset

func (x *Context) Reset()

func (*Context) String

func (x *Context) String() string

CopyModelOperationMetadata

type CopyModelOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of [ModelService.CopyModel][google.cloud.aiplatform.v1beta1.ModelService.CopyModel] operation.

func (*CopyModelOperationMetadata) Descriptor

func (*CopyModelOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CopyModelOperationMetadata.ProtoReflect.Descriptor instead.

func (*CopyModelOperationMetadata) GetGenericMetadata

func (x *CopyModelOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CopyModelOperationMetadata) ProtoMessage

func (*CopyModelOperationMetadata) ProtoMessage()

func (*CopyModelOperationMetadata) ProtoReflect

func (x *CopyModelOperationMetadata) ProtoReflect() protoreflect.Message

func (*CopyModelOperationMetadata) Reset

func (x *CopyModelOperationMetadata) Reset()

func (*CopyModelOperationMetadata) String

func (x *CopyModelOperationMetadata) String() string

CopyModelRequest

type CopyModelRequest struct {

	// If both fields are unset, a new Model will be created with a generated ID.
	//
	// Types that are assignable to DestinationModel:
	//
	//	*CopyModelRequest_ModelId
	//	*CopyModelRequest_ParentModel
	DestinationModel isCopyModelRequest_DestinationModel `protobuf_oneof:"destination_model"`
	// Required. The resource name of the Location into which to copy the Model.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The resource name of the Model to copy. That Model must be in the
	// same Project. Format:
	// `projects/{project}/locations/{location}/models/{model}`
	SourceModel string `protobuf:"bytes,2,opt,name=source_model,json=sourceModel,proto3" json:"source_model,omitempty"`
	// Customer-managed encryption key options. If this is set,
	// then the Model copy will be encrypted with the provided encryption key.
	EncryptionSpec *EncryptionSpec `protobuf:"bytes,3,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ModelService.CopyModel][google.cloud.aiplatform.v1beta1.ModelService.CopyModel].

func (*CopyModelRequest) Descriptor

func (*CopyModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use CopyModelRequest.ProtoReflect.Descriptor instead.

func (*CopyModelRequest) GetDestinationModel

func (m *CopyModelRequest) GetDestinationModel() isCopyModelRequest_DestinationModel

func (*CopyModelRequest) GetEncryptionSpec

func (x *CopyModelRequest) GetEncryptionSpec() *EncryptionSpec

func (*CopyModelRequest) GetModelId

func (x *CopyModelRequest) GetModelId() string

func (*CopyModelRequest) GetParent

func (x *CopyModelRequest) GetParent() string

func (*CopyModelRequest) GetParentModel

func (x *CopyModelRequest) GetParentModel() string

func (*CopyModelRequest) GetSourceModel

func (x *CopyModelRequest) GetSourceModel() string

func (*CopyModelRequest) ProtoMessage

func (*CopyModelRequest) ProtoMessage()

func (*CopyModelRequest) ProtoReflect

func (x *CopyModelRequest) ProtoReflect() protoreflect.Message

func (*CopyModelRequest) Reset

func (x *CopyModelRequest) Reset()

func (*CopyModelRequest) String

func (x *CopyModelRequest) String() string

CopyModelRequest_ModelId

type CopyModelRequest_ModelId struct {
	// Optional. Copy source_model into a new Model with this ID. The ID will
	// become the final component of the model resource name.
	//
	// This value may be up to 63 characters, and valid characters are
	// `[a-z0-9_-]`. The first character cannot be a number or hyphen.
	ModelId string `protobuf:"bytes,4,opt,name=model_id,json=modelId,proto3,oneof"`
}

CopyModelRequest_ParentModel

type CopyModelRequest_ParentModel struct {
	// Optional. Specify this field to copy source_model into this existing
	// Model as a new version. Format:
	// `projects/{project}/locations/{location}/models/{model}`
	ParentModel string `protobuf:"bytes,5,opt,name=parent_model,json=parentModel,proto3,oneof"`
}

CopyModelResponse

type CopyModelResponse struct {

	// The name of the copied Model resource.
	// Format: `projects/{project}/locations/{location}/models/{model}`
	Model string `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// Output only. The version ID of the model that is copied.
	ModelVersionId string `protobuf:"bytes,2,opt,name=model_version_id,json=modelVersionId,proto3" json:"model_version_id,omitempty"`
	// contains filtered or unexported fields
}

Response message of [ModelService.CopyModel][google.cloud.aiplatform.v1beta1.ModelService.CopyModel] operation.

func (*CopyModelResponse) Descriptor

func (*CopyModelResponse) Descriptor() ([]byte, []int)

Deprecated: Use CopyModelResponse.ProtoReflect.Descriptor instead.

func (*CopyModelResponse) GetModel

func (x *CopyModelResponse) GetModel() string

func (*CopyModelResponse) GetModelVersionId

func (x *CopyModelResponse) GetModelVersionId() string

func (*CopyModelResponse) ProtoMessage

func (*CopyModelResponse) ProtoMessage()

func (*CopyModelResponse) ProtoReflect

func (x *CopyModelResponse) ProtoReflect() protoreflect.Message

func (*CopyModelResponse) Reset

func (x *CopyModelResponse) Reset()

func (*CopyModelResponse) String

func (x *CopyModelResponse) String() string

CountTokensRequest

type CountTokensRequest struct {

	// Required. The name of the Endpoint requested to perform token counting.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Required. The name of the publisher model requested to serve the
	// prediction. Format:
	// `projects/{project}/locations/{location}/publishers/*/models/*`
	Model string `protobuf:"bytes,3,opt,name=model,proto3" json:"model,omitempty"`
	// Required. The instances that are the input to token counting call.
	// Schema is identical to the prediction schema of the underlying model.
	Instances []*structpb.Value `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`
	// Required. Input content.
	Contents []*Content `protobuf:"bytes,4,rep,name=contents,proto3" json:"contents,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PredictionService.CountTokens][google.cloud.aiplatform.v1beta1.PredictionService.CountTokens].

func (*CountTokensRequest) Descriptor

func (*CountTokensRequest) Descriptor() ([]byte, []int)

Deprecated: Use CountTokensRequest.ProtoReflect.Descriptor instead.

func (*CountTokensRequest) GetContents

func (x *CountTokensRequest) GetContents() []*Content

func (*CountTokensRequest) GetEndpoint

func (x *CountTokensRequest) GetEndpoint() string

func (*CountTokensRequest) GetInstances

func (x *CountTokensRequest) GetInstances() []*structpb.Value

func (*CountTokensRequest) GetModel

func (x *CountTokensRequest) GetModel() string

func (*CountTokensRequest) ProtoMessage

func (*CountTokensRequest) ProtoMessage()

func (*CountTokensRequest) ProtoReflect

func (x *CountTokensRequest) ProtoReflect() protoreflect.Message

func (*CountTokensRequest) Reset

func (x *CountTokensRequest) Reset()

func (*CountTokensRequest) String

func (x *CountTokensRequest) String() string

CountTokensResponse

type CountTokensResponse struct {
	TotalTokens int32 `protobuf:"varint,1,opt,name=total_tokens,json=totalTokens,proto3" json:"total_tokens,omitempty"`

	TotalBillableCharacters int32 "" /* 133 byte string literal not displayed */

}

Response message for [PredictionService.CountTokens][google.cloud.aiplatform.v1beta1.PredictionService.CountTokens].

func (*CountTokensResponse) Descriptor

func (*CountTokensResponse) Descriptor() ([]byte, []int)

Deprecated: Use CountTokensResponse.ProtoReflect.Descriptor instead.

func (*CountTokensResponse) GetTotalBillableCharacters

func (x *CountTokensResponse) GetTotalBillableCharacters() int32

func (*CountTokensResponse) GetTotalTokens

func (x *CountTokensResponse) GetTotalTokens() int32

func (*CountTokensResponse) ProtoMessage

func (*CountTokensResponse) ProtoMessage()

func (*CountTokensResponse) ProtoReflect

func (x *CountTokensResponse) ProtoReflect() protoreflect.Message

func (*CountTokensResponse) Reset

func (x *CountTokensResponse) Reset()

func (*CountTokensResponse) String

func (x *CountTokensResponse) String() string

CreateArtifactRequest

type CreateArtifactRequest struct {

	// Required. The resource name of the MetadataStore where the Artifact should
	// be created.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Artifact to create.
	Artifact *Artifact `protobuf:"bytes,2,opt,name=artifact,proto3" json:"artifact,omitempty"`
	// The {artifact} portion of the resource name with the format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/artifacts/{artifact}`
	// If not provided, the Artifact's ID will be a UUID generated by the service.
	// Must be 4-128 characters in length. Valid characters are `/[a-z][0-9]-/`.
	// Must be unique across all Artifacts in the parent MetadataStore. (Otherwise
	// the request will fail with ALREADY_EXISTS, or PERMISSION_DENIED if the
	// caller can't view the preexisting Artifact.)
	ArtifactId string `protobuf:"bytes,3,opt,name=artifact_id,json=artifactId,proto3" json:"artifact_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.CreateArtifact][google.cloud.aiplatform.v1beta1.MetadataService.CreateArtifact].

func (*CreateArtifactRequest) Descriptor

func (*CreateArtifactRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateArtifactRequest.ProtoReflect.Descriptor instead.

func (*CreateArtifactRequest) GetArtifact

func (x *CreateArtifactRequest) GetArtifact() *Artifact

func (*CreateArtifactRequest) GetArtifactId

func (x *CreateArtifactRequest) GetArtifactId() string

func (*CreateArtifactRequest) GetParent

func (x *CreateArtifactRequest) GetParent() string

func (*CreateArtifactRequest) ProtoMessage

func (*CreateArtifactRequest) ProtoMessage()

func (*CreateArtifactRequest) ProtoReflect

func (x *CreateArtifactRequest) ProtoReflect() protoreflect.Message

func (*CreateArtifactRequest) Reset

func (x *CreateArtifactRequest) Reset()

func (*CreateArtifactRequest) String

func (x *CreateArtifactRequest) String() string

CreateBatchPredictionJobRequest

type CreateBatchPredictionJobRequest struct {

	// Required. The resource name of the Location to create the
	// BatchPredictionJob in. Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The BatchPredictionJob to create.
	BatchPredictionJob *BatchPredictionJob `protobuf:"bytes,2,opt,name=batch_prediction_job,json=batchPredictionJob,proto3" json:"batch_prediction_job,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CreateBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.CreateBatchPredictionJob].

func (*CreateBatchPredictionJobRequest) Descriptor

func (*CreateBatchPredictionJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateBatchPredictionJobRequest.ProtoReflect.Descriptor instead.

func (*CreateBatchPredictionJobRequest) GetBatchPredictionJob

func (x *CreateBatchPredictionJobRequest) GetBatchPredictionJob() *BatchPredictionJob

func (*CreateBatchPredictionJobRequest) GetParent

func (x *CreateBatchPredictionJobRequest) GetParent() string

func (*CreateBatchPredictionJobRequest) ProtoMessage

func (*CreateBatchPredictionJobRequest) ProtoMessage()

func (*CreateBatchPredictionJobRequest) ProtoReflect

func (x *CreateBatchPredictionJobRequest) ProtoReflect() protoreflect.Message

func (*CreateBatchPredictionJobRequest) Reset

func (x *CreateBatchPredictionJobRequest) Reset()

func (*CreateBatchPredictionJobRequest) String

func (x *CreateBatchPredictionJobRequest) String() string

CreateContextRequest

type CreateContextRequest struct {

	// Required. The resource name of the MetadataStore where the Context should
	// be created. Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Context to create.
	Context *Context `protobuf:"bytes,2,opt,name=context,proto3" json:"context,omitempty"`
	// The {context} portion of the resource name with the format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/contexts/{context}`.
	// If not provided, the Context's ID will be a UUID generated by the service.
	// Must be 4-128 characters in length. Valid characters are `/[a-z][0-9]-/`.
	// Must be unique across all Contexts in the parent MetadataStore. (Otherwise
	// the request will fail with ALREADY_EXISTS, or PERMISSION_DENIED if the
	// caller can't view the preexisting Context.)
	ContextId string `protobuf:"bytes,3,opt,name=context_id,json=contextId,proto3" json:"context_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.CreateContext][google.cloud.aiplatform.v1beta1.MetadataService.CreateContext].

func (*CreateContextRequest) Descriptor

func (*CreateContextRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateContextRequest.ProtoReflect.Descriptor instead.

func (*CreateContextRequest) GetContext

func (x *CreateContextRequest) GetContext() *Context

func (*CreateContextRequest) GetContextId

func (x *CreateContextRequest) GetContextId() string

func (*CreateContextRequest) GetParent

func (x *CreateContextRequest) GetParent() string

func (*CreateContextRequest) ProtoMessage

func (*CreateContextRequest) ProtoMessage()

func (*CreateContextRequest) ProtoReflect

func (x *CreateContextRequest) ProtoReflect() protoreflect.Message

func (*CreateContextRequest) Reset

func (x *CreateContextRequest) Reset()

func (*CreateContextRequest) String

func (x *CreateContextRequest) String() string

CreateCustomJobRequest

type CreateCustomJobRequest struct {

	// Required. The resource name of the Location to create the CustomJob in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The CustomJob to create.
	CustomJob *CustomJob `protobuf:"bytes,2,opt,name=custom_job,json=customJob,proto3" json:"custom_job,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CreateCustomJob][google.cloud.aiplatform.v1beta1.JobService.CreateCustomJob].

func (*CreateCustomJobRequest) Descriptor

func (*CreateCustomJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateCustomJobRequest.ProtoReflect.Descriptor instead.

func (*CreateCustomJobRequest) GetCustomJob

func (x *CreateCustomJobRequest) GetCustomJob() *CustomJob

func (*CreateCustomJobRequest) GetParent

func (x *CreateCustomJobRequest) GetParent() string

func (*CreateCustomJobRequest) ProtoMessage

func (*CreateCustomJobRequest) ProtoMessage()

func (*CreateCustomJobRequest) ProtoReflect

func (x *CreateCustomJobRequest) ProtoReflect() protoreflect.Message

func (*CreateCustomJobRequest) Reset

func (x *CreateCustomJobRequest) Reset()

func (*CreateCustomJobRequest) String

func (x *CreateCustomJobRequest) String() string

CreateDataLabelingJobRequest

type CreateDataLabelingJobRequest struct {

	// Required. The parent of the DataLabelingJob.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The DataLabelingJob to create.
	DataLabelingJob *DataLabelingJob `protobuf:"bytes,2,opt,name=data_labeling_job,json=dataLabelingJob,proto3" json:"data_labeling_job,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CreateDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.CreateDataLabelingJob].

func (*CreateDataLabelingJobRequest) Descriptor

func (*CreateDataLabelingJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateDataLabelingJobRequest.ProtoReflect.Descriptor instead.

func (*CreateDataLabelingJobRequest) GetDataLabelingJob

func (x *CreateDataLabelingJobRequest) GetDataLabelingJob() *DataLabelingJob

func (*CreateDataLabelingJobRequest) GetParent

func (x *CreateDataLabelingJobRequest) GetParent() string

func (*CreateDataLabelingJobRequest) ProtoMessage

func (*CreateDataLabelingJobRequest) ProtoMessage()

func (*CreateDataLabelingJobRequest) ProtoReflect

func (x *CreateDataLabelingJobRequest) ProtoReflect() protoreflect.Message

func (*CreateDataLabelingJobRequest) Reset

func (x *CreateDataLabelingJobRequest) Reset()

func (*CreateDataLabelingJobRequest) String

func (x *CreateDataLabelingJobRequest) String() string

CreateDatasetOperationMetadata

type CreateDatasetOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.CreateDataset][google.cloud.aiplatform.v1beta1.DatasetService.CreateDataset].

func (*CreateDatasetOperationMetadata) Descriptor

func (*CreateDatasetOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateDatasetOperationMetadata) GetGenericMetadata

func (x *CreateDatasetOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateDatasetOperationMetadata) ProtoMessage

func (*CreateDatasetOperationMetadata) ProtoMessage()

func (*CreateDatasetOperationMetadata) ProtoReflect

func (x *CreateDatasetOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateDatasetOperationMetadata) Reset

func (x *CreateDatasetOperationMetadata) Reset()

func (*CreateDatasetOperationMetadata) String

func (x *CreateDatasetOperationMetadata) String() string

CreateDatasetRequest

type CreateDatasetRequest struct {

	// Required. The resource name of the Location to create the Dataset in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Dataset to create.
	Dataset *Dataset `protobuf:"bytes,2,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.CreateDataset][google.cloud.aiplatform.v1beta1.DatasetService.CreateDataset].

func (*CreateDatasetRequest) Descriptor

func (*CreateDatasetRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetRequest.ProtoReflect.Descriptor instead.

func (*CreateDatasetRequest) GetDataset

func (x *CreateDatasetRequest) GetDataset() *Dataset

func (*CreateDatasetRequest) GetParent

func (x *CreateDatasetRequest) GetParent() string

func (*CreateDatasetRequest) ProtoMessage

func (*CreateDatasetRequest) ProtoMessage()

func (*CreateDatasetRequest) ProtoReflect

func (x *CreateDatasetRequest) ProtoReflect() protoreflect.Message

func (*CreateDatasetRequest) Reset

func (x *CreateDatasetRequest) Reset()

func (*CreateDatasetRequest) String

func (x *CreateDatasetRequest) String() string

CreateDatasetVersionOperationMetadata

type CreateDatasetVersionOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.CreateDatasetVersion][google.cloud.aiplatform.v1beta1.DatasetService.CreateDatasetVersion].

func (*CreateDatasetVersionOperationMetadata) Descriptor

func (*CreateDatasetVersionOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetVersionOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateDatasetVersionOperationMetadata) GetGenericMetadata

func (x *CreateDatasetVersionOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateDatasetVersionOperationMetadata) ProtoMessage

func (*CreateDatasetVersionOperationMetadata) ProtoMessage()

func (*CreateDatasetVersionOperationMetadata) ProtoReflect

func (x *CreateDatasetVersionOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateDatasetVersionOperationMetadata) Reset

func (x *CreateDatasetVersionOperationMetadata) Reset()

func (*CreateDatasetVersionOperationMetadata) String

func (x *CreateDatasetVersionOperationMetadata) String() string

CreateDatasetVersionRequest

type CreateDatasetVersionRequest struct {

	// Required. The name of the Dataset resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The version to be created. The same CMEK policies with the
	// original Dataset will be applied the dataset version. So here we don't need
	// to specify the EncryptionSpecType here.
	DatasetVersion *DatasetVersion `protobuf:"bytes,2,opt,name=dataset_version,json=datasetVersion,proto3" json:"dataset_version,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.CreateDatasetVersion][google.cloud.aiplatform.v1beta1.DatasetService.CreateDatasetVersion].

func (*CreateDatasetVersionRequest) Descriptor

func (*CreateDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*CreateDatasetVersionRequest) GetDatasetVersion

func (x *CreateDatasetVersionRequest) GetDatasetVersion() *DatasetVersion

func (*CreateDatasetVersionRequest) GetParent

func (x *CreateDatasetVersionRequest) GetParent() string

func (*CreateDatasetVersionRequest) ProtoMessage

func (*CreateDatasetVersionRequest) ProtoMessage()

func (*CreateDatasetVersionRequest) ProtoReflect

func (x *CreateDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*CreateDatasetVersionRequest) Reset

func (x *CreateDatasetVersionRequest) Reset()

func (*CreateDatasetVersionRequest) String

func (x *CreateDatasetVersionRequest) String() string

CreateDeploymentResourcePoolOperationMetadata

type CreateDeploymentResourcePoolOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for CreateDeploymentResourcePool method.

func (*CreateDeploymentResourcePoolOperationMetadata) Descriptor

func (*CreateDeploymentResourcePoolOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateDeploymentResourcePoolOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateDeploymentResourcePoolOperationMetadata) GetGenericMetadata

func (x *CreateDeploymentResourcePoolOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateDeploymentResourcePoolOperationMetadata) ProtoMessage

func (*CreateDeploymentResourcePoolOperationMetadata) ProtoMessage()

func (*CreateDeploymentResourcePoolOperationMetadata) ProtoReflect

func (x *CreateDeploymentResourcePoolOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateDeploymentResourcePoolOperationMetadata) Reset

func (x *CreateDeploymentResourcePoolOperationMetadata) Reset()

func (*CreateDeploymentResourcePoolOperationMetadata) String

func (x *CreateDeploymentResourcePoolOperationMetadata) String() string

CreateDeploymentResourcePoolRequest

type CreateDeploymentResourcePoolRequest struct {
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`

	DeploymentResourcePool *DeploymentResourcePool "" /* 129 byte string literal not displayed */

	DeploymentResourcePoolId string "" /* 137 byte string literal not displayed */

}

Request message for CreateDeploymentResourcePool method.

func (*CreateDeploymentResourcePoolRequest) Descriptor

func (*CreateDeploymentResourcePoolRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateDeploymentResourcePoolRequest.ProtoReflect.Descriptor instead.

func (*CreateDeploymentResourcePoolRequest) GetDeploymentResourcePool

func (x *CreateDeploymentResourcePoolRequest) GetDeploymentResourcePool() *DeploymentResourcePool

func (*CreateDeploymentResourcePoolRequest) GetDeploymentResourcePoolId

func (x *CreateDeploymentResourcePoolRequest) GetDeploymentResourcePoolId() string

func (*CreateDeploymentResourcePoolRequest) GetParent

func (x *CreateDeploymentResourcePoolRequest) GetParent() string

func (*CreateDeploymentResourcePoolRequest) ProtoMessage

func (*CreateDeploymentResourcePoolRequest) ProtoMessage()

func (*CreateDeploymentResourcePoolRequest) ProtoReflect

func (x *CreateDeploymentResourcePoolRequest) ProtoReflect() protoreflect.Message

func (*CreateDeploymentResourcePoolRequest) Reset

func (x *CreateDeploymentResourcePoolRequest) Reset()

func (*CreateDeploymentResourcePoolRequest) String

func (x *CreateDeploymentResourcePoolRequest) String() string

CreateEndpointOperationMetadata

type CreateEndpointOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [EndpointService.CreateEndpoint][google.cloud.aiplatform.v1beta1.EndpointService.CreateEndpoint].

func (*CreateEndpointOperationMetadata) Descriptor

func (*CreateEndpointOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateEndpointOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateEndpointOperationMetadata) GetGenericMetadata

func (x *CreateEndpointOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateEndpointOperationMetadata) ProtoMessage

func (*CreateEndpointOperationMetadata) ProtoMessage()

func (*CreateEndpointOperationMetadata) ProtoReflect

func (x *CreateEndpointOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateEndpointOperationMetadata) Reset

func (x *CreateEndpointOperationMetadata) Reset()

func (*CreateEndpointOperationMetadata) String

func (x *CreateEndpointOperationMetadata) String() string

CreateEndpointRequest

type CreateEndpointRequest struct {

	// Required. The resource name of the Location to create the Endpoint in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Endpoint to create.
	Endpoint *Endpoint `protobuf:"bytes,2,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Immutable. The ID to use for endpoint, which will become the final
	// component of the endpoint resource name.
	// If not provided, Vertex AI will generate a value for this ID.
	//
	// If the first character is a letter, this value may be up to 63 characters,
	// and valid characters are `[a-z0-9-]`. The last character must be a letter
	// or number.
	//
	// If the first character is a number, this value may be up to 9 characters,
	// and valid characters are `[0-9]` with no leading zeros.
	//
	// When using HTTP/JSON, this field is populated
	// based on a query string argument, such as `?endpoint_id=12345`. This is the
	// fallback for fields that are not included in either the URI or the body.
	EndpointId string `protobuf:"bytes,4,opt,name=endpoint_id,json=endpointId,proto3" json:"endpoint_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.CreateEndpoint][google.cloud.aiplatform.v1beta1.EndpointService.CreateEndpoint].

func (*CreateEndpointRequest) Descriptor

func (*CreateEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateEndpointRequest.ProtoReflect.Descriptor instead.

func (*CreateEndpointRequest) GetEndpoint

func (x *CreateEndpointRequest) GetEndpoint() *Endpoint

func (*CreateEndpointRequest) GetEndpointId

func (x *CreateEndpointRequest) GetEndpointId() string

func (*CreateEndpointRequest) GetParent

func (x *CreateEndpointRequest) GetParent() string

func (*CreateEndpointRequest) ProtoMessage

func (*CreateEndpointRequest) ProtoMessage()

func (*CreateEndpointRequest) ProtoReflect

func (x *CreateEndpointRequest) ProtoReflect() protoreflect.Message

func (*CreateEndpointRequest) Reset

func (x *CreateEndpointRequest) Reset()

func (*CreateEndpointRequest) String

func (x *CreateEndpointRequest) String() string

CreateEntityTypeOperationMetadata

type CreateEntityTypeOperationMetadata struct {

	// Operation metadata for EntityType.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create EntityType.

func (*CreateEntityTypeOperationMetadata) Descriptor

func (*CreateEntityTypeOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateEntityTypeOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateEntityTypeOperationMetadata) GetGenericMetadata

func (x *CreateEntityTypeOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateEntityTypeOperationMetadata) ProtoMessage

func (*CreateEntityTypeOperationMetadata) ProtoMessage()

func (*CreateEntityTypeOperationMetadata) ProtoReflect

func (x *CreateEntityTypeOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateEntityTypeOperationMetadata) Reset

func (x *CreateEntityTypeOperationMetadata) Reset()

func (*CreateEntityTypeOperationMetadata) String

func (x *CreateEntityTypeOperationMetadata) String() string

CreateEntityTypeRequest

type CreateEntityTypeRequest struct {

	// Required. The resource name of the Featurestore to create EntityTypes.
	// Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// The EntityType to create.
	EntityType *EntityType `protobuf:"bytes,2,opt,name=entity_type,json=entityType,proto3" json:"entity_type,omitempty"`
	// Required. The ID to use for the EntityType, which will become the final
	// component of the EntityType's resource name.
	//
	// This value may be up to 60 characters, and valid characters are
	// `[a-z0-9_]`. The first character cannot be a number.
	//
	// The value must be unique within a featurestore.
	EntityTypeId string `protobuf:"bytes,3,opt,name=entity_type_id,json=entityTypeId,proto3" json:"entity_type_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.CreateEntityType][google.cloud.aiplatform.v1beta1.FeaturestoreService.CreateEntityType].

func (*CreateEntityTypeRequest) Descriptor

func (*CreateEntityTypeRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateEntityTypeRequest.ProtoReflect.Descriptor instead.

func (*CreateEntityTypeRequest) GetEntityType

func (x *CreateEntityTypeRequest) GetEntityType() *EntityType

func (*CreateEntityTypeRequest) GetEntityTypeId

func (x *CreateEntityTypeRequest) GetEntityTypeId() string

func (*CreateEntityTypeRequest) GetParent

func (x *CreateEntityTypeRequest) GetParent() string

func (*CreateEntityTypeRequest) ProtoMessage

func (*CreateEntityTypeRequest) ProtoMessage()

func (*CreateEntityTypeRequest) ProtoReflect

func (x *CreateEntityTypeRequest) ProtoReflect() protoreflect.Message

func (*CreateEntityTypeRequest) Reset

func (x *CreateEntityTypeRequest) Reset()

func (*CreateEntityTypeRequest) String

func (x *CreateEntityTypeRequest) String() string

CreateExecutionRequest

type CreateExecutionRequest struct {

	// Required. The resource name of the MetadataStore where the Execution should
	// be created.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Execution to create.
	Execution *Execution `protobuf:"bytes,2,opt,name=execution,proto3" json:"execution,omitempty"`
	// The {execution} portion of the resource name with the format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/executions/{execution}`
	// If not provided, the Execution's ID will be a UUID generated by the
	// service.
	// Must be 4-128 characters in length. Valid characters are `/[a-z][0-9]-/`.
	// Must be unique across all Executions in the parent MetadataStore.
	// (Otherwise the request will fail with ALREADY_EXISTS, or PERMISSION_DENIED
	// if the caller can't view the preexisting Execution.)
	ExecutionId string `protobuf:"bytes,3,opt,name=execution_id,json=executionId,proto3" json:"execution_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.CreateExecution][google.cloud.aiplatform.v1beta1.MetadataService.CreateExecution].

func (*CreateExecutionRequest) Descriptor

func (*CreateExecutionRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateExecutionRequest.ProtoReflect.Descriptor instead.

func (*CreateExecutionRequest) GetExecution

func (x *CreateExecutionRequest) GetExecution() *Execution

func (*CreateExecutionRequest) GetExecutionId

func (x *CreateExecutionRequest) GetExecutionId() string

func (*CreateExecutionRequest) GetParent

func (x *CreateExecutionRequest) GetParent() string

func (*CreateExecutionRequest) ProtoMessage

func (*CreateExecutionRequest) ProtoMessage()

func (*CreateExecutionRequest) ProtoReflect

func (x *CreateExecutionRequest) ProtoReflect() protoreflect.Message

func (*CreateExecutionRequest) Reset

func (x *CreateExecutionRequest) Reset()

func (*CreateExecutionRequest) String

func (x *CreateExecutionRequest) String() string

CreateFeatureGroupOperationMetadata

type CreateFeatureGroupOperationMetadata struct {

	// Operation metadata for FeatureGroup.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create FeatureGroup.

func (*CreateFeatureGroupOperationMetadata) Descriptor

func (*CreateFeatureGroupOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureGroupOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateFeatureGroupOperationMetadata) GetGenericMetadata

func (x *CreateFeatureGroupOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateFeatureGroupOperationMetadata) ProtoMessage

func (*CreateFeatureGroupOperationMetadata) ProtoMessage()

func (*CreateFeatureGroupOperationMetadata) ProtoReflect

func (x *CreateFeatureGroupOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateFeatureGroupOperationMetadata) Reset

func (x *CreateFeatureGroupOperationMetadata) Reset()

func (*CreateFeatureGroupOperationMetadata) String

func (x *CreateFeatureGroupOperationMetadata) String() string

CreateFeatureGroupRequest

type CreateFeatureGroupRequest struct {

	// Required. The resource name of the Location to create FeatureGroups.
	// Format:
	// `projects/{project}/locations/{location}'`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The FeatureGroup to create.
	FeatureGroup *FeatureGroup `protobuf:"bytes,2,opt,name=feature_group,json=featureGroup,proto3" json:"feature_group,omitempty"`
	// Required. The ID to use for this FeatureGroup, which will become the final
	// component of the FeatureGroup's resource name.
	//
	// This value may be up to 60 characters, and valid characters are
	// `[a-z0-9_]`. The first character cannot be a number.
	//
	// The value must be unique within the project and location.
	FeatureGroupId string `protobuf:"bytes,3,opt,name=feature_group_id,json=featureGroupId,proto3" json:"feature_group_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeatureRegistryService.CreateFeatureGroup][google.cloud.aiplatform.v1beta1.FeatureRegistryService.CreateFeatureGroup].

func (*CreateFeatureGroupRequest) Descriptor

func (*CreateFeatureGroupRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureGroupRequest.ProtoReflect.Descriptor instead.

func (*CreateFeatureGroupRequest) GetFeatureGroup

func (x *CreateFeatureGroupRequest) GetFeatureGroup() *FeatureGroup

func (*CreateFeatureGroupRequest) GetFeatureGroupId

func (x *CreateFeatureGroupRequest) GetFeatureGroupId() string

func (*CreateFeatureGroupRequest) GetParent

func (x *CreateFeatureGroupRequest) GetParent() string

func (*CreateFeatureGroupRequest) ProtoMessage

func (*CreateFeatureGroupRequest) ProtoMessage()

func (*CreateFeatureGroupRequest) ProtoReflect

func (x *CreateFeatureGroupRequest) ProtoReflect() protoreflect.Message

func (*CreateFeatureGroupRequest) Reset

func (x *CreateFeatureGroupRequest) Reset()

func (*CreateFeatureGroupRequest) String

func (x *CreateFeatureGroupRequest) String() string

CreateFeatureOnlineStoreOperationMetadata

type CreateFeatureOnlineStoreOperationMetadata struct {

	// Operation metadata for FeatureOnlineStore.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create FeatureOnlineStore.

func (*CreateFeatureOnlineStoreOperationMetadata) Descriptor

func (*CreateFeatureOnlineStoreOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureOnlineStoreOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateFeatureOnlineStoreOperationMetadata) GetGenericMetadata

func (x *CreateFeatureOnlineStoreOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateFeatureOnlineStoreOperationMetadata) ProtoMessage

func (*CreateFeatureOnlineStoreOperationMetadata) ProtoMessage()

func (*CreateFeatureOnlineStoreOperationMetadata) ProtoReflect

func (x *CreateFeatureOnlineStoreOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateFeatureOnlineStoreOperationMetadata) Reset

func (x *CreateFeatureOnlineStoreOperationMetadata) Reset()

func (*CreateFeatureOnlineStoreOperationMetadata) String

func (x *CreateFeatureOnlineStoreOperationMetadata) String() string

CreateFeatureOnlineStoreRequest

type CreateFeatureOnlineStoreRequest struct {

	// Required. The resource name of the Location to create FeatureOnlineStores.
	// Format:
	// `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The FeatureOnlineStore to create.
	FeatureOnlineStore *FeatureOnlineStore `protobuf:"bytes,2,opt,name=feature_online_store,json=featureOnlineStore,proto3" json:"feature_online_store,omitempty"`
	// Required. The ID to use for this FeatureOnlineStore, which will become the
	// final component of the FeatureOnlineStore's resource name.
	//
	// This value may be up to 60 characters, and valid characters are
	// `[a-z0-9_]`. The first character cannot be a number.
	//
	// The value must be unique within the project and location.
	FeatureOnlineStoreId string `protobuf:"bytes,3,opt,name=feature_online_store_id,json=featureOnlineStoreId,proto3" json:"feature_online_store_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeatureOnlineStoreAdminService.CreateFeatureOnlineStore][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.CreateFeatureOnlineStore].

func (*CreateFeatureOnlineStoreRequest) Descriptor

func (*CreateFeatureOnlineStoreRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureOnlineStoreRequest.ProtoReflect.Descriptor instead.

func (*CreateFeatureOnlineStoreRequest) GetFeatureOnlineStore

func (x *CreateFeatureOnlineStoreRequest) GetFeatureOnlineStore() *FeatureOnlineStore

func (*CreateFeatureOnlineStoreRequest) GetFeatureOnlineStoreId

func (x *CreateFeatureOnlineStoreRequest) GetFeatureOnlineStoreId() string

func (*CreateFeatureOnlineStoreRequest) GetParent

func (x *CreateFeatureOnlineStoreRequest) GetParent() string

func (*CreateFeatureOnlineStoreRequest) ProtoMessage

func (*CreateFeatureOnlineStoreRequest) ProtoMessage()

func (*CreateFeatureOnlineStoreRequest) ProtoReflect

func (x *CreateFeatureOnlineStoreRequest) ProtoReflect() protoreflect.Message

func (*CreateFeatureOnlineStoreRequest) Reset

func (x *CreateFeatureOnlineStoreRequest) Reset()

func (*CreateFeatureOnlineStoreRequest) String

func (x *CreateFeatureOnlineStoreRequest) String() string

CreateFeatureOperationMetadata

type CreateFeatureOperationMetadata struct {

	// Operation metadata for Feature.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create Feature.

func (*CreateFeatureOperationMetadata) Descriptor

func (*CreateFeatureOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateFeatureOperationMetadata) GetGenericMetadata

func (x *CreateFeatureOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateFeatureOperationMetadata) ProtoMessage

func (*CreateFeatureOperationMetadata) ProtoMessage()

func (*CreateFeatureOperationMetadata) ProtoReflect

func (x *CreateFeatureOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateFeatureOperationMetadata) Reset

func (x *CreateFeatureOperationMetadata) Reset()

func (*CreateFeatureOperationMetadata) String

func (x *CreateFeatureOperationMetadata) String() string

CreateFeatureRequest

type CreateFeatureRequest struct {

	// Required. The resource name of the EntityType or FeatureGroup to create a
	// Feature. Format for entity_type as parent:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
	// Format for feature_group as parent:
	// `projects/{project}/locations/{location}/featureGroups/{feature_group}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Feature to create.
	Feature *Feature `protobuf:"bytes,2,opt,name=feature,proto3" json:"feature,omitempty"`
	// Required. The ID to use for the Feature, which will become the final
	// component of the Feature's resource name.
	//
	// This value may be up to 128 characters, and valid characters are
	// `[a-z0-9_]`. The first character cannot be a number.
	//
	// The value must be unique within an EntityType/FeatureGroup.
	FeatureId string `protobuf:"bytes,3,opt,name=feature_id,json=featureId,proto3" json:"feature_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.CreateFeature][google.cloud.aiplatform.v1beta1.FeaturestoreService.CreateFeature]. Request message for [FeatureRegistryService.CreateFeature][google.cloud.aiplatform.v1beta1.FeatureRegistryService.CreateFeature].

func (*CreateFeatureRequest) Descriptor

func (*CreateFeatureRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureRequest.ProtoReflect.Descriptor instead.

func (*CreateFeatureRequest) GetFeature

func (x *CreateFeatureRequest) GetFeature() *Feature

func (*CreateFeatureRequest) GetFeatureId

func (x *CreateFeatureRequest) GetFeatureId() string

func (*CreateFeatureRequest) GetParent

func (x *CreateFeatureRequest) GetParent() string

func (*CreateFeatureRequest) ProtoMessage

func (*CreateFeatureRequest) ProtoMessage()

func (*CreateFeatureRequest) ProtoReflect

func (x *CreateFeatureRequest) ProtoReflect() protoreflect.Message

func (*CreateFeatureRequest) Reset

func (x *CreateFeatureRequest) Reset()

func (*CreateFeatureRequest) String

func (x *CreateFeatureRequest) String() string

CreateFeatureViewOperationMetadata

type CreateFeatureViewOperationMetadata struct {

	// Operation metadata for FeatureView Create.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create FeatureView.

func (*CreateFeatureViewOperationMetadata) Descriptor

func (*CreateFeatureViewOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureViewOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateFeatureViewOperationMetadata) GetGenericMetadata

func (x *CreateFeatureViewOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateFeatureViewOperationMetadata) ProtoMessage

func (*CreateFeatureViewOperationMetadata) ProtoMessage()

func (*CreateFeatureViewOperationMetadata) ProtoReflect

func (x *CreateFeatureViewOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateFeatureViewOperationMetadata) Reset

func (x *CreateFeatureViewOperationMetadata) Reset()

func (*CreateFeatureViewOperationMetadata) String

func (x *CreateFeatureViewOperationMetadata) String() string

CreateFeatureViewRequest

type CreateFeatureViewRequest struct {

	// Required. The resource name of the FeatureOnlineStore to create
	// FeatureViews. Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The FeatureView to create.
	FeatureView *FeatureView `protobuf:"bytes,2,opt,name=feature_view,json=featureView,proto3" json:"feature_view,omitempty"`
	// Required. The ID to use for the FeatureView, which will become the final
	// component of the FeatureView's resource name.
	//
	// This value may be up to 60 characters, and valid characters are
	// `[a-z0-9_]`. The first character cannot be a number.
	//
	// The value must be unique within a FeatureOnlineStore.
	FeatureViewId string `protobuf:"bytes,3,opt,name=feature_view_id,json=featureViewId,proto3" json:"feature_view_id,omitempty"`
	// Immutable. If set to true, one on demand sync will be run immediately,
	// regardless whether the
	// [FeatureView.sync_config][google.cloud.aiplatform.v1beta1.FeatureView.sync_config]
	// is configured or not.
	RunSyncImmediately bool `protobuf:"varint,4,opt,name=run_sync_immediately,json=runSyncImmediately,proto3" json:"run_sync_immediately,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeatureOnlineStoreAdminService.CreateFeatureView][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.CreateFeatureView].

func (*CreateFeatureViewRequest) Descriptor

func (*CreateFeatureViewRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeatureViewRequest.ProtoReflect.Descriptor instead.

func (*CreateFeatureViewRequest) GetFeatureView

func (x *CreateFeatureViewRequest) GetFeatureView() *FeatureView

func (*CreateFeatureViewRequest) GetFeatureViewId

func (x *CreateFeatureViewRequest) GetFeatureViewId() string

func (*CreateFeatureViewRequest) GetParent

func (x *CreateFeatureViewRequest) GetParent() string

func (*CreateFeatureViewRequest) GetRunSyncImmediately

func (x *CreateFeatureViewRequest) GetRunSyncImmediately() bool

func (*CreateFeatureViewRequest) ProtoMessage

func (*CreateFeatureViewRequest) ProtoMessage()

func (*CreateFeatureViewRequest) ProtoReflect

func (x *CreateFeatureViewRequest) ProtoReflect() protoreflect.Message

func (*CreateFeatureViewRequest) Reset

func (x *CreateFeatureViewRequest) Reset()

func (*CreateFeatureViewRequest) String

func (x *CreateFeatureViewRequest) String() string

CreateFeaturestoreOperationMetadata

type CreateFeaturestoreOperationMetadata struct {

	// Operation metadata for Featurestore.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create Featurestore.

func (*CreateFeaturestoreOperationMetadata) Descriptor

func (*CreateFeaturestoreOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeaturestoreOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateFeaturestoreOperationMetadata) GetGenericMetadata

func (x *CreateFeaturestoreOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateFeaturestoreOperationMetadata) ProtoMessage

func (*CreateFeaturestoreOperationMetadata) ProtoMessage()

func (*CreateFeaturestoreOperationMetadata) ProtoReflect

func (x *CreateFeaturestoreOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateFeaturestoreOperationMetadata) Reset

func (x *CreateFeaturestoreOperationMetadata) Reset()

func (*CreateFeaturestoreOperationMetadata) String

func (x *CreateFeaturestoreOperationMetadata) String() string

CreateFeaturestoreRequest

type CreateFeaturestoreRequest struct {

	// Required. The resource name of the Location to create Featurestores.
	// Format:
	// `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Featurestore to create.
	Featurestore *Featurestore `protobuf:"bytes,2,opt,name=featurestore,proto3" json:"featurestore,omitempty"`
	// Required. The ID to use for this Featurestore, which will become the final
	// component of the Featurestore's resource name.
	//
	// This value may be up to 60 characters, and valid characters are
	// `[a-z0-9_]`. The first character cannot be a number.
	//
	// The value must be unique within the project and location.
	FeaturestoreId string `protobuf:"bytes,3,opt,name=featurestore_id,json=featurestoreId,proto3" json:"featurestore_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.CreateFeaturestore][google.cloud.aiplatform.v1beta1.FeaturestoreService.CreateFeaturestore].

func (*CreateFeaturestoreRequest) Descriptor

func (*CreateFeaturestoreRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateFeaturestoreRequest.ProtoReflect.Descriptor instead.

func (*CreateFeaturestoreRequest) GetFeaturestore

func (x *CreateFeaturestoreRequest) GetFeaturestore() *Featurestore

func (*CreateFeaturestoreRequest) GetFeaturestoreId

func (x *CreateFeaturestoreRequest) GetFeaturestoreId() string

func (*CreateFeaturestoreRequest) GetParent

func (x *CreateFeaturestoreRequest) GetParent() string

func (*CreateFeaturestoreRequest) ProtoMessage

func (*CreateFeaturestoreRequest) ProtoMessage()

func (*CreateFeaturestoreRequest) ProtoReflect

func (x *CreateFeaturestoreRequest) ProtoReflect() protoreflect.Message

func (*CreateFeaturestoreRequest) Reset

func (x *CreateFeaturestoreRequest) Reset()

func (*CreateFeaturestoreRequest) String

func (x *CreateFeaturestoreRequest) String() string

CreateHyperparameterTuningJobRequest

type CreateHyperparameterTuningJobRequest struct {
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`

	HyperparameterTuningJob *HyperparameterTuningJob "" /* 132 byte string literal not displayed */

}

Request message for [JobService.CreateHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.CreateHyperparameterTuningJob].

func (*CreateHyperparameterTuningJobRequest) Descriptor

func (*CreateHyperparameterTuningJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateHyperparameterTuningJobRequest.ProtoReflect.Descriptor instead.

func (*CreateHyperparameterTuningJobRequest) GetHyperparameterTuningJob

func (x *CreateHyperparameterTuningJobRequest) GetHyperparameterTuningJob() *HyperparameterTuningJob

func (*CreateHyperparameterTuningJobRequest) GetParent

func (x *CreateHyperparameterTuningJobRequest) GetParent() string

func (*CreateHyperparameterTuningJobRequest) ProtoMessage

func (*CreateHyperparameterTuningJobRequest) ProtoMessage()

func (*CreateHyperparameterTuningJobRequest) ProtoReflect

func (x *CreateHyperparameterTuningJobRequest) ProtoReflect() protoreflect.Message

func (*CreateHyperparameterTuningJobRequest) Reset

func (x *CreateHyperparameterTuningJobRequest) Reset()

func (*CreateHyperparameterTuningJobRequest) String

func (x *CreateHyperparameterTuningJobRequest) String() string

CreateIndexEndpointOperationMetadata

type CreateIndexEndpointOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [IndexEndpointService.CreateIndexEndpoint][google.cloud.aiplatform.v1beta1.IndexEndpointService.CreateIndexEndpoint].

func (*CreateIndexEndpointOperationMetadata) Descriptor

func (*CreateIndexEndpointOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateIndexEndpointOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateIndexEndpointOperationMetadata) GetGenericMetadata

func (x *CreateIndexEndpointOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateIndexEndpointOperationMetadata) ProtoMessage

func (*CreateIndexEndpointOperationMetadata) ProtoMessage()

func (*CreateIndexEndpointOperationMetadata) ProtoReflect

func (x *CreateIndexEndpointOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateIndexEndpointOperationMetadata) Reset

func (x *CreateIndexEndpointOperationMetadata) Reset()

func (*CreateIndexEndpointOperationMetadata) String

func (x *CreateIndexEndpointOperationMetadata) String() string

CreateIndexEndpointRequest

type CreateIndexEndpointRequest struct {

	// Required. The resource name of the Location to create the IndexEndpoint in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The IndexEndpoint to create.
	IndexEndpoint *IndexEndpoint `protobuf:"bytes,2,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"`
	// contains filtered or unexported fields
}

Request message for [IndexEndpointService.CreateIndexEndpoint][google.cloud.aiplatform.v1beta1.IndexEndpointService.CreateIndexEndpoint].

func (*CreateIndexEndpointRequest) Descriptor

func (*CreateIndexEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateIndexEndpointRequest.ProtoReflect.Descriptor instead.

func (*CreateIndexEndpointRequest) GetIndexEndpoint

func (x *CreateIndexEndpointRequest) GetIndexEndpoint() *IndexEndpoint

func (*CreateIndexEndpointRequest) GetParent

func (x *CreateIndexEndpointRequest) GetParent() string

func (*CreateIndexEndpointRequest) ProtoMessage

func (*CreateIndexEndpointRequest) ProtoMessage()

func (*CreateIndexEndpointRequest) ProtoReflect

func (x *CreateIndexEndpointRequest) ProtoReflect() protoreflect.Message

func (*CreateIndexEndpointRequest) Reset

func (x *CreateIndexEndpointRequest) Reset()

func (*CreateIndexEndpointRequest) String

func (x *CreateIndexEndpointRequest) String() string

CreateIndexOperationMetadata

type CreateIndexOperationMetadata struct {
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`

	NearestNeighborSearchOperationMetadata *NearestNeighborSearchOperationMetadata "" /* 181 byte string literal not displayed */

}

Runtime operation information for [IndexService.CreateIndex][google.cloud.aiplatform.v1beta1.IndexService.CreateIndex].

func (*CreateIndexOperationMetadata) Descriptor

func (*CreateIndexOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateIndexOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateIndexOperationMetadata) GetGenericMetadata

func (x *CreateIndexOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateIndexOperationMetadata) GetNearestNeighborSearchOperationMetadata

func (x *CreateIndexOperationMetadata) GetNearestNeighborSearchOperationMetadata() *NearestNeighborSearchOperationMetadata

func (*CreateIndexOperationMetadata) ProtoMessage

func (*CreateIndexOperationMetadata) ProtoMessage()

func (*CreateIndexOperationMetadata) ProtoReflect

func (x *CreateIndexOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateIndexOperationMetadata) Reset

func (x *CreateIndexOperationMetadata) Reset()

func (*CreateIndexOperationMetadata) String

func (x *CreateIndexOperationMetadata) String() string

CreateIndexRequest

type CreateIndexRequest struct {

	// Required. The resource name of the Location to create the Index in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Index to create.
	Index *Index `protobuf:"bytes,2,opt,name=index,proto3" json:"index,omitempty"`
	// contains filtered or unexported fields
}

Request message for [IndexService.CreateIndex][google.cloud.aiplatform.v1beta1.IndexService.CreateIndex].

func (*CreateIndexRequest) Descriptor

func (*CreateIndexRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateIndexRequest.ProtoReflect.Descriptor instead.

func (*CreateIndexRequest) GetIndex

func (x *CreateIndexRequest) GetIndex() *Index

func (*CreateIndexRequest) GetParent

func (x *CreateIndexRequest) GetParent() string

func (*CreateIndexRequest) ProtoMessage

func (*CreateIndexRequest) ProtoMessage()

func (*CreateIndexRequest) ProtoReflect

func (x *CreateIndexRequest) ProtoReflect() protoreflect.Message

func (*CreateIndexRequest) Reset

func (x *CreateIndexRequest) Reset()

func (*CreateIndexRequest) String

func (x *CreateIndexRequest) String() string

CreateMetadataSchemaRequest

type CreateMetadataSchemaRequest struct {

	// Required. The resource name of the MetadataStore where the MetadataSchema
	// should be created. Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The MetadataSchema to create.
	MetadataSchema *MetadataSchema `protobuf:"bytes,2,opt,name=metadata_schema,json=metadataSchema,proto3" json:"metadata_schema,omitempty"`
	// The {metadata_schema} portion of the resource name with the format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/metadataSchemas/{metadataschema}`
	// If not provided, the MetadataStore's ID will be a UUID generated by the
	// service.
	// Must be 4-128 characters in length. Valid characters are `/[a-z][0-9]-/`.
	// Must be unique across all MetadataSchemas in the parent Location.
	// (Otherwise the request will fail with ALREADY_EXISTS, or PERMISSION_DENIED
	// if the caller can't view the preexisting MetadataSchema.)
	MetadataSchemaId string `protobuf:"bytes,3,opt,name=metadata_schema_id,json=metadataSchemaId,proto3" json:"metadata_schema_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.CreateMetadataSchema][google.cloud.aiplatform.v1beta1.MetadataService.CreateMetadataSchema].

func (*CreateMetadataSchemaRequest) Descriptor

func (*CreateMetadataSchemaRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateMetadataSchemaRequest.ProtoReflect.Descriptor instead.

func (*CreateMetadataSchemaRequest) GetMetadataSchema

func (x *CreateMetadataSchemaRequest) GetMetadataSchema() *MetadataSchema

func (*CreateMetadataSchemaRequest) GetMetadataSchemaId

func (x *CreateMetadataSchemaRequest) GetMetadataSchemaId() string

func (*CreateMetadataSchemaRequest) GetParent

func (x *CreateMetadataSchemaRequest) GetParent() string

func (*CreateMetadataSchemaRequest) ProtoMessage

func (*CreateMetadataSchemaRequest) ProtoMessage()

func (*CreateMetadataSchemaRequest) ProtoReflect

func (x *CreateMetadataSchemaRequest) ProtoReflect() protoreflect.Message

func (*CreateMetadataSchemaRequest) Reset

func (x *CreateMetadataSchemaRequest) Reset()

func (*CreateMetadataSchemaRequest) String

func (x *CreateMetadataSchemaRequest) String() string

CreateMetadataStoreOperationMetadata

type CreateMetadataStoreOperationMetadata struct {

	// Operation metadata for creating a MetadataStore.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform [MetadataService.CreateMetadataStore][google.cloud.aiplatform.v1beta1.MetadataService.CreateMetadataStore].

func (*CreateMetadataStoreOperationMetadata) Descriptor

func (*CreateMetadataStoreOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateMetadataStoreOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateMetadataStoreOperationMetadata) GetGenericMetadata

func (x *CreateMetadataStoreOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateMetadataStoreOperationMetadata) ProtoMessage

func (*CreateMetadataStoreOperationMetadata) ProtoMessage()

func (*CreateMetadataStoreOperationMetadata) ProtoReflect

func (x *CreateMetadataStoreOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateMetadataStoreOperationMetadata) Reset

func (x *CreateMetadataStoreOperationMetadata) Reset()

func (*CreateMetadataStoreOperationMetadata) String

func (x *CreateMetadataStoreOperationMetadata) String() string

CreateMetadataStoreRequest

type CreateMetadataStoreRequest struct {

	// Required. The resource name of the Location where the MetadataStore should
	// be created.
	// Format: `projects/{project}/locations/{location}/`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The MetadataStore to create.
	MetadataStore *MetadataStore `protobuf:"bytes,2,opt,name=metadata_store,json=metadataStore,proto3" json:"metadata_store,omitempty"`
	// The {metadatastore} portion of the resource name with the format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}`
	// If not provided, the MetadataStore's ID will be a UUID generated by the
	// service.
	// Must be 4-128 characters in length. Valid characters are `/[a-z][0-9]-/`.
	// Must be unique across all MetadataStores in the parent Location.
	// (Otherwise the request will fail with ALREADY_EXISTS, or PERMISSION_DENIED
	// if the caller can't view the preexisting MetadataStore.)
	MetadataStoreId string `protobuf:"bytes,3,opt,name=metadata_store_id,json=metadataStoreId,proto3" json:"metadata_store_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.CreateMetadataStore][google.cloud.aiplatform.v1beta1.MetadataService.CreateMetadataStore].

func (*CreateMetadataStoreRequest) Descriptor

func (*CreateMetadataStoreRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateMetadataStoreRequest.ProtoReflect.Descriptor instead.

func (*CreateMetadataStoreRequest) GetMetadataStore

func (x *CreateMetadataStoreRequest) GetMetadataStore() *MetadataStore

func (*CreateMetadataStoreRequest) GetMetadataStoreId

func (x *CreateMetadataStoreRequest) GetMetadataStoreId() string

func (*CreateMetadataStoreRequest) GetParent

func (x *CreateMetadataStoreRequest) GetParent() string

func (*CreateMetadataStoreRequest) ProtoMessage

func (*CreateMetadataStoreRequest) ProtoMessage()

func (*CreateMetadataStoreRequest) ProtoReflect

func (x *CreateMetadataStoreRequest) ProtoReflect() protoreflect.Message

func (*CreateMetadataStoreRequest) Reset

func (x *CreateMetadataStoreRequest) Reset()

func (*CreateMetadataStoreRequest) String

func (x *CreateMetadataStoreRequest) String() string

CreateModelDeploymentMonitoringJobRequest

type CreateModelDeploymentMonitoringJobRequest struct {
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`

	ModelDeploymentMonitoringJob *ModelDeploymentMonitoringJob "" /* 149 byte string literal not displayed */

}

Request message for [JobService.CreateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.CreateModelDeploymentMonitoringJob].

func (*CreateModelDeploymentMonitoringJobRequest) Descriptor

func (*CreateModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead.

func (*CreateModelDeploymentMonitoringJobRequest) GetModelDeploymentMonitoringJob

func (x *CreateModelDeploymentMonitoringJobRequest) GetModelDeploymentMonitoringJob() *ModelDeploymentMonitoringJob

func (*CreateModelDeploymentMonitoringJobRequest) GetParent

func (x *CreateModelDeploymentMonitoringJobRequest) GetParent() string

func (*CreateModelDeploymentMonitoringJobRequest) ProtoMessage

func (*CreateModelDeploymentMonitoringJobRequest) ProtoMessage()

func (*CreateModelDeploymentMonitoringJobRequest) ProtoReflect

func (x *CreateModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message

func (*CreateModelDeploymentMonitoringJobRequest) Reset

func (x *CreateModelDeploymentMonitoringJobRequest) Reset()

func (*CreateModelDeploymentMonitoringJobRequest) String

func (x *CreateModelDeploymentMonitoringJobRequest) String() string

CreateNasJobRequest

type CreateNasJobRequest struct {

	// Required. The resource name of the Location to create the NasJob in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The NasJob to create.
	NasJob *NasJob `protobuf:"bytes,2,opt,name=nas_job,json=nasJob,proto3" json:"nas_job,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.CreateNasJob][google.cloud.aiplatform.v1beta1.JobService.CreateNasJob].

func (*CreateNasJobRequest) Descriptor

func (*CreateNasJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateNasJobRequest.ProtoReflect.Descriptor instead.

func (*CreateNasJobRequest) GetNasJob

func (x *CreateNasJobRequest) GetNasJob() *NasJob

func (*CreateNasJobRequest) GetParent

func (x *CreateNasJobRequest) GetParent() string

func (*CreateNasJobRequest) ProtoMessage

func (*CreateNasJobRequest) ProtoMessage()

func (*CreateNasJobRequest) ProtoReflect

func (x *CreateNasJobRequest) ProtoReflect() protoreflect.Message

func (*CreateNasJobRequest) Reset

func (x *CreateNasJobRequest) Reset()

func (*CreateNasJobRequest) String

func (x *CreateNasJobRequest) String() string

CreatePersistentResourceOperationMetadata

type CreatePersistentResourceOperationMetadata struct {

	// Operation metadata for PersistentResource.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create PersistentResource.

func (*CreatePersistentResourceOperationMetadata) Descriptor

func (*CreatePersistentResourceOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreatePersistentResourceOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreatePersistentResourceOperationMetadata) GetGenericMetadata

func (x *CreatePersistentResourceOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreatePersistentResourceOperationMetadata) ProtoMessage

func (*CreatePersistentResourceOperationMetadata) ProtoMessage()

func (*CreatePersistentResourceOperationMetadata) ProtoReflect

func (x *CreatePersistentResourceOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreatePersistentResourceOperationMetadata) Reset

func (x *CreatePersistentResourceOperationMetadata) Reset()

func (*CreatePersistentResourceOperationMetadata) String

func (x *CreatePersistentResourceOperationMetadata) String() string

CreatePersistentResourceRequest

type CreatePersistentResourceRequest struct {

	// Required. The resource name of the Location to create the
	// PersistentResource in. Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The PersistentResource to create.
	PersistentResource *PersistentResource `protobuf:"bytes,2,opt,name=persistent_resource,json=persistentResource,proto3" json:"persistent_resource,omitempty"`
	// Required. The ID to use for the PersistentResource, which become the final
	// component of the PersistentResource's resource name.
	//
	// The maximum length is 63 characters, and valid characters
	// are `/^[a-z]([a-z0-9-]{0,61}[a-z0-9])?$/`.
	PersistentResourceId string `protobuf:"bytes,3,opt,name=persistent_resource_id,json=persistentResourceId,proto3" json:"persistent_resource_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PersistentResourceService.CreatePersistentResource][google.cloud.aiplatform.v1beta1.PersistentResourceService.CreatePersistentResource].

func (*CreatePersistentResourceRequest) Descriptor

func (*CreatePersistentResourceRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreatePersistentResourceRequest.ProtoReflect.Descriptor instead.

func (*CreatePersistentResourceRequest) GetParent

func (x *CreatePersistentResourceRequest) GetParent() string

func (*CreatePersistentResourceRequest) GetPersistentResource

func (x *CreatePersistentResourceRequest) GetPersistentResource() *PersistentResource

func (*CreatePersistentResourceRequest) GetPersistentResourceId

func (x *CreatePersistentResourceRequest) GetPersistentResourceId() string

func (*CreatePersistentResourceRequest) ProtoMessage

func (*CreatePersistentResourceRequest) ProtoMessage()

func (*CreatePersistentResourceRequest) ProtoReflect

func (x *CreatePersistentResourceRequest) ProtoReflect() protoreflect.Message

func (*CreatePersistentResourceRequest) Reset

func (x *CreatePersistentResourceRequest) Reset()

func (*CreatePersistentResourceRequest) String

func (x *CreatePersistentResourceRequest) String() string

CreatePipelineJobRequest

type CreatePipelineJobRequest struct {

	// Required. The resource name of the Location to create the PipelineJob in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The PipelineJob to create.
	PipelineJob *PipelineJob `protobuf:"bytes,2,opt,name=pipeline_job,json=pipelineJob,proto3" json:"pipeline_job,omitempty"`
	// The ID to use for the PipelineJob, which will become the final component of
	// the PipelineJob name. If not provided, an ID will be automatically
	// generated.
	//
	// This value should be less than 128 characters, and valid characters
	// are `/[a-z][0-9]-/`.
	PipelineJobId string `protobuf:"bytes,3,opt,name=pipeline_job_id,json=pipelineJobId,proto3" json:"pipeline_job_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.CreatePipelineJob][google.cloud.aiplatform.v1beta1.PipelineService.CreatePipelineJob].

func (*CreatePipelineJobRequest) Descriptor

func (*CreatePipelineJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreatePipelineJobRequest.ProtoReflect.Descriptor instead.

func (*CreatePipelineJobRequest) GetParent

func (x *CreatePipelineJobRequest) GetParent() string

func (*CreatePipelineJobRequest) GetPipelineJob

func (x *CreatePipelineJobRequest) GetPipelineJob() *PipelineJob

func (*CreatePipelineJobRequest) GetPipelineJobId

func (x *CreatePipelineJobRequest) GetPipelineJobId() string

func (*CreatePipelineJobRequest) ProtoMessage

func (*CreatePipelineJobRequest) ProtoMessage()

func (*CreatePipelineJobRequest) ProtoReflect

func (x *CreatePipelineJobRequest) ProtoReflect() protoreflect.Message

func (*CreatePipelineJobRequest) Reset

func (x *CreatePipelineJobRequest) Reset()

func (*CreatePipelineJobRequest) String

func (x *CreatePipelineJobRequest) String() string

CreateRegistryFeatureOperationMetadata

type CreateRegistryFeatureOperationMetadata struct {

	// Operation metadata for Feature.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create FeatureGroup.

func (*CreateRegistryFeatureOperationMetadata) Descriptor

func (*CreateRegistryFeatureOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateRegistryFeatureOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateRegistryFeatureOperationMetadata) GetGenericMetadata

func (x *CreateRegistryFeatureOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateRegistryFeatureOperationMetadata) ProtoMessage

func (*CreateRegistryFeatureOperationMetadata) ProtoMessage()

func (*CreateRegistryFeatureOperationMetadata) ProtoReflect

func (x *CreateRegistryFeatureOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateRegistryFeatureOperationMetadata) Reset

func (x *CreateRegistryFeatureOperationMetadata) Reset()

func (*CreateRegistryFeatureOperationMetadata) String

func (x *CreateRegistryFeatureOperationMetadata) String() string

CreateScheduleRequest

type CreateScheduleRequest struct {

	// Required. The resource name of the Location to create the Schedule in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Schedule to create.
	Schedule *Schedule `protobuf:"bytes,2,opt,name=schedule,proto3" json:"schedule,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ScheduleService.CreateSchedule][google.cloud.aiplatform.v1beta1.ScheduleService.CreateSchedule].

func (*CreateScheduleRequest) Descriptor

func (*CreateScheduleRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateScheduleRequest.ProtoReflect.Descriptor instead.

func (*CreateScheduleRequest) GetParent

func (x *CreateScheduleRequest) GetParent() string

func (*CreateScheduleRequest) GetSchedule

func (x *CreateScheduleRequest) GetSchedule() *Schedule

func (*CreateScheduleRequest) ProtoMessage

func (*CreateScheduleRequest) ProtoMessage()

func (*CreateScheduleRequest) ProtoReflect

func (x *CreateScheduleRequest) ProtoReflect() protoreflect.Message

func (*CreateScheduleRequest) Reset

func (x *CreateScheduleRequest) Reset()

func (*CreateScheduleRequest) String

func (x *CreateScheduleRequest) String() string

CreateSpecialistPoolOperationMetadata

type CreateSpecialistPoolOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [SpecialistPoolService.CreateSpecialistPool][google.cloud.aiplatform.v1beta1.SpecialistPoolService.CreateSpecialistPool].

func (*CreateSpecialistPoolOperationMetadata) Descriptor

func (*CreateSpecialistPoolOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateSpecialistPoolOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateSpecialistPoolOperationMetadata) GetGenericMetadata

func (x *CreateSpecialistPoolOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateSpecialistPoolOperationMetadata) ProtoMessage

func (*CreateSpecialistPoolOperationMetadata) ProtoMessage()

func (*CreateSpecialistPoolOperationMetadata) ProtoReflect

func (x *CreateSpecialistPoolOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateSpecialistPoolOperationMetadata) Reset

func (x *CreateSpecialistPoolOperationMetadata) Reset()

func (*CreateSpecialistPoolOperationMetadata) String

func (x *CreateSpecialistPoolOperationMetadata) String() string

CreateSpecialistPoolRequest

type CreateSpecialistPoolRequest struct {

	// Required. The parent Project name for the new SpecialistPool.
	// The form is `projects/{project}/locations/{location}`.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The SpecialistPool to create.
	SpecialistPool *SpecialistPool `protobuf:"bytes,2,opt,name=specialist_pool,json=specialistPool,proto3" json:"specialist_pool,omitempty"`
	// contains filtered or unexported fields
}

Request message for [SpecialistPoolService.CreateSpecialistPool][google.cloud.aiplatform.v1beta1.SpecialistPoolService.CreateSpecialistPool].

func (*CreateSpecialistPoolRequest) Descriptor

func (*CreateSpecialistPoolRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateSpecialistPoolRequest.ProtoReflect.Descriptor instead.

func (*CreateSpecialistPoolRequest) GetParent

func (x *CreateSpecialistPoolRequest) GetParent() string

func (*CreateSpecialistPoolRequest) GetSpecialistPool

func (x *CreateSpecialistPoolRequest) GetSpecialistPool() *SpecialistPool

func (*CreateSpecialistPoolRequest) ProtoMessage

func (*CreateSpecialistPoolRequest) ProtoMessage()

func (*CreateSpecialistPoolRequest) ProtoReflect

func (x *CreateSpecialistPoolRequest) ProtoReflect() protoreflect.Message

func (*CreateSpecialistPoolRequest) Reset

func (x *CreateSpecialistPoolRequest) Reset()

func (*CreateSpecialistPoolRequest) String

func (x *CreateSpecialistPoolRequest) String() string

CreateStudyRequest

type CreateStudyRequest struct {

	// Required. The resource name of the Location to create the CustomJob in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Study configuration used to create the Study.
	Study *Study `protobuf:"bytes,2,opt,name=study,proto3" json:"study,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.CreateStudy][google.cloud.aiplatform.v1beta1.VizierService.CreateStudy].

func (*CreateStudyRequest) Descriptor

func (*CreateStudyRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateStudyRequest.ProtoReflect.Descriptor instead.

func (*CreateStudyRequest) GetParent

func (x *CreateStudyRequest) GetParent() string

func (*CreateStudyRequest) GetStudy

func (x *CreateStudyRequest) GetStudy() *Study

func (*CreateStudyRequest) ProtoMessage

func (*CreateStudyRequest) ProtoMessage()

func (*CreateStudyRequest) ProtoReflect

func (x *CreateStudyRequest) ProtoReflect() protoreflect.Message

func (*CreateStudyRequest) Reset

func (x *CreateStudyRequest) Reset()

func (*CreateStudyRequest) String

func (x *CreateStudyRequest) String() string

CreateTensorboardExperimentRequest

type CreateTensorboardExperimentRequest struct {
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`

	TensorboardExperiment *TensorboardExperiment `protobuf:"bytes,2,opt,name=tensorboard_experiment,json=tensorboardExperiment,proto3" json:"tensorboard_experiment,omitempty"`

	TensorboardExperimentId string "" /* 132 byte string literal not displayed */

}

Request message for [TensorboardService.CreateTensorboardExperiment][google.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboardExperiment].

func (*CreateTensorboardExperimentRequest) Descriptor

func (*CreateTensorboardExperimentRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardExperimentRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardExperimentRequest) GetParent

func (x *CreateTensorboardExperimentRequest) GetParent() string

func (*CreateTensorboardExperimentRequest) GetTensorboardExperiment

func (x *CreateTensorboardExperimentRequest) GetTensorboardExperiment() *TensorboardExperiment

func (*CreateTensorboardExperimentRequest) GetTensorboardExperimentId

func (x *CreateTensorboardExperimentRequest) GetTensorboardExperimentId() string

func (*CreateTensorboardExperimentRequest) ProtoMessage

func (*CreateTensorboardExperimentRequest) ProtoMessage()

func (*CreateTensorboardExperimentRequest) ProtoReflect

func (x *CreateTensorboardExperimentRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardExperimentRequest) Reset

func (x *CreateTensorboardExperimentRequest) Reset()

func (*CreateTensorboardExperimentRequest) String

func (x *CreateTensorboardExperimentRequest) String() string

CreateTensorboardOperationMetadata

type CreateTensorboardOperationMetadata struct {

	// Operation metadata for Tensorboard.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create Tensorboard.

func (*CreateTensorboardOperationMetadata) Descriptor

func (*CreateTensorboardOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateTensorboardOperationMetadata) GetGenericMetadata

func (x *CreateTensorboardOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateTensorboardOperationMetadata) ProtoMessage

func (*CreateTensorboardOperationMetadata) ProtoMessage()

func (*CreateTensorboardOperationMetadata) ProtoReflect

func (x *CreateTensorboardOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateTensorboardOperationMetadata) Reset

func (x *CreateTensorboardOperationMetadata) Reset()

func (*CreateTensorboardOperationMetadata) String

func (x *CreateTensorboardOperationMetadata) String() string

CreateTensorboardRequest

type CreateTensorboardRequest struct {

	// Required. The resource name of the Location to create the Tensorboard in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Tensorboard to create.
	Tensorboard *Tensorboard `protobuf:"bytes,2,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.CreateTensorboard][google.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboard].

func (*CreateTensorboardRequest) Descriptor

func (*CreateTensorboardRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardRequest) GetParent

func (x *CreateTensorboardRequest) GetParent() string

func (*CreateTensorboardRequest) GetTensorboard

func (x *CreateTensorboardRequest) GetTensorboard() *Tensorboard

func (*CreateTensorboardRequest) ProtoMessage

func (*CreateTensorboardRequest) ProtoMessage()

func (*CreateTensorboardRequest) ProtoReflect

func (x *CreateTensorboardRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardRequest) Reset

func (x *CreateTensorboardRequest) Reset()

func (*CreateTensorboardRequest) String

func (x *CreateTensorboardRequest) String() string

CreateTensorboardRunRequest

type CreateTensorboardRunRequest struct {

	// Required. The resource name of the TensorboardExperiment to create the
	// TensorboardRun in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The TensorboardRun to create.
	TensorboardRun *TensorboardRun `protobuf:"bytes,2,opt,name=tensorboard_run,json=tensorboardRun,proto3" json:"tensorboard_run,omitempty"`
	// Required. The ID to use for the Tensorboard run, which becomes the final
	// component of the Tensorboard run's resource name.
	//
	// This value should be 1-128 characters, and valid characters
	// are `/[a-z][0-9]-/`.
	TensorboardRunId string `protobuf:"bytes,3,opt,name=tensorboard_run_id,json=tensorboardRunId,proto3" json:"tensorboard_run_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.CreateTensorboardRun][google.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboardRun].

func (*CreateTensorboardRunRequest) Descriptor

func (*CreateTensorboardRunRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardRunRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardRunRequest) GetParent

func (x *CreateTensorboardRunRequest) GetParent() string

func (*CreateTensorboardRunRequest) GetTensorboardRun

func (x *CreateTensorboardRunRequest) GetTensorboardRun() *TensorboardRun

func (*CreateTensorboardRunRequest) GetTensorboardRunId

func (x *CreateTensorboardRunRequest) GetTensorboardRunId() string

func (*CreateTensorboardRunRequest) ProtoMessage

func (*CreateTensorboardRunRequest) ProtoMessage()

func (*CreateTensorboardRunRequest) ProtoReflect

func (x *CreateTensorboardRunRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardRunRequest) Reset

func (x *CreateTensorboardRunRequest) Reset()

func (*CreateTensorboardRunRequest) String

func (x *CreateTensorboardRunRequest) String() string

CreateTensorboardTimeSeriesRequest

type CreateTensorboardTimeSeriesRequest struct {
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`

	TensorboardTimeSeriesId string "" /* 134 byte string literal not displayed */

	TensorboardTimeSeries *TensorboardTimeSeries `protobuf:"bytes,2,opt,name=tensorboard_time_series,json=tensorboardTimeSeries,proto3" json:"tensorboard_time_series,omitempty"`

}

Request message for [TensorboardService.CreateTensorboardTimeSeries][google.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboardTimeSeries].

func (*CreateTensorboardTimeSeriesRequest) Descriptor

func (*CreateTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardTimeSeriesRequest) GetParent

func (x *CreateTensorboardTimeSeriesRequest) GetParent() string

func (*CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeries

func (x *CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeries() *TensorboardTimeSeries

func (*CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeriesId

func (x *CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeriesId() string

func (*CreateTensorboardTimeSeriesRequest) ProtoMessage

func (*CreateTensorboardTimeSeriesRequest) ProtoMessage()

func (*CreateTensorboardTimeSeriesRequest) ProtoReflect

func (x *CreateTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardTimeSeriesRequest) Reset

func (x *CreateTensorboardTimeSeriesRequest) Reset()

func (*CreateTensorboardTimeSeriesRequest) String

func (x *CreateTensorboardTimeSeriesRequest) String() string

CreateTrainingPipelineRequest

type CreateTrainingPipelineRequest struct {

	// Required. The resource name of the Location to create the TrainingPipeline
	// in. Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The TrainingPipeline to create.
	TrainingPipeline *TrainingPipeline `protobuf:"bytes,2,opt,name=training_pipeline,json=trainingPipeline,proto3" json:"training_pipeline,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.CreateTrainingPipeline][google.cloud.aiplatform.v1beta1.PipelineService.CreateTrainingPipeline].

func (*CreateTrainingPipelineRequest) Descriptor

func (*CreateTrainingPipelineRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTrainingPipelineRequest.ProtoReflect.Descriptor instead.

func (*CreateTrainingPipelineRequest) GetParent

func (x *CreateTrainingPipelineRequest) GetParent() string

func (*CreateTrainingPipelineRequest) GetTrainingPipeline

func (x *CreateTrainingPipelineRequest) GetTrainingPipeline() *TrainingPipeline

func (*CreateTrainingPipelineRequest) ProtoMessage

func (*CreateTrainingPipelineRequest) ProtoMessage()

func (*CreateTrainingPipelineRequest) ProtoReflect

func (x *CreateTrainingPipelineRequest) ProtoReflect() protoreflect.Message

func (*CreateTrainingPipelineRequest) Reset

func (x *CreateTrainingPipelineRequest) Reset()

func (*CreateTrainingPipelineRequest) String

func (x *CreateTrainingPipelineRequest) String() string

CreateTrialRequest

type CreateTrialRequest struct {

	// Required. The resource name of the Study to create the Trial in.
	// Format: `projects/{project}/locations/{location}/studies/{study}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Trial to create.
	Trial *Trial `protobuf:"bytes,2,opt,name=trial,proto3" json:"trial,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.CreateTrial][google.cloud.aiplatform.v1beta1.VizierService.CreateTrial].

func (*CreateTrialRequest) Descriptor

func (*CreateTrialRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTrialRequest.ProtoReflect.Descriptor instead.

func (*CreateTrialRequest) GetParent

func (x *CreateTrialRequest) GetParent() string

func (*CreateTrialRequest) GetTrial

func (x *CreateTrialRequest) GetTrial() *Trial

func (*CreateTrialRequest) ProtoMessage

func (*CreateTrialRequest) ProtoMessage()

func (*CreateTrialRequest) ProtoReflect

func (x *CreateTrialRequest) ProtoReflect() protoreflect.Message

func (*CreateTrialRequest) Reset

func (x *CreateTrialRequest) Reset()

func (*CreateTrialRequest) String

func (x *CreateTrialRequest) String() string

CsvDestination

type CsvDestination struct {

	// Required. Google Cloud Storage location.
	GcsDestination *GcsDestination `protobuf:"bytes,1,opt,name=gcs_destination,json=gcsDestination,proto3" json:"gcs_destination,omitempty"`
	// contains filtered or unexported fields
}

The storage details for CSV output content.

func (*CsvDestination) Descriptor

func (*CsvDestination) Descriptor() ([]byte, []int)

Deprecated: Use CsvDestination.ProtoReflect.Descriptor instead.

func (*CsvDestination) GetGcsDestination

func (x *CsvDestination) GetGcsDestination() *GcsDestination

func (*CsvDestination) ProtoMessage

func (*CsvDestination) ProtoMessage()

func (*CsvDestination) ProtoReflect

func (x *CsvDestination) ProtoReflect() protoreflect.Message

func (*CsvDestination) Reset

func (x *CsvDestination) Reset()

func (*CsvDestination) String

func (x *CsvDestination) String() string

CsvSource

type CsvSource struct {

	// Required. Google Cloud Storage location.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// contains filtered or unexported fields
}

The storage details for CSV input content.

func (*CsvSource) Descriptor

func (*CsvSource) Descriptor() ([]byte, []int)

Deprecated: Use CsvSource.ProtoReflect.Descriptor instead.

func (*CsvSource) GetGcsSource

func (x *CsvSource) GetGcsSource() *GcsSource

func (*CsvSource) ProtoMessage

func (*CsvSource) ProtoMessage()

func (*CsvSource) ProtoReflect

func (x *CsvSource) ProtoReflect() protoreflect.Message

func (*CsvSource) Reset

func (x *CsvSource) Reset()

func (*CsvSource) String

func (x *CsvSource) String() string

CustomJob

type CustomJob struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	JobSpec *CustomJobSpec `protobuf:"bytes,4,opt,name=job_spec,json=jobSpec,proto3" json:"job_spec,omitempty"`

	State JobState `protobuf:"varint,5,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.JobState" json:"state,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	StartTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`

	EndTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,9,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Error *status.Status `protobuf:"bytes,10,opt,name=error,proto3" json:"error,omitempty"`

	Labels map[string]string "" /* 154 byte string literal not displayed */

	EncryptionSpec *EncryptionSpec `protobuf:"bytes,12,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`

	WebAccessUris map[string]string "" /* 191 byte string literal not displayed */

}

Represents a job that runs custom workloads such as a Docker container or a Python package. A CustomJob can have multiple worker pools and each worker pool can have its own machine and input spec. A CustomJob will be cleaned up once the job enters terminal state (failed or succeeded).

func (*CustomJob) Descriptor

func (*CustomJob) Descriptor() ([]byte, []int)

Deprecated: Use CustomJob.ProtoReflect.Descriptor instead.

func (*CustomJob) GetCreateTime

func (x *CustomJob) GetCreateTime() *timestamppb.Timestamp

func (*CustomJob) GetDisplayName

func (x *CustomJob) GetDisplayName() string

func (*CustomJob) GetEncryptionSpec

func (x *CustomJob) GetEncryptionSpec() *EncryptionSpec

func (*CustomJob) GetEndTime

func (x *CustomJob) GetEndTime() *timestamppb.Timestamp

func (*CustomJob) GetError

func (x *CustomJob) GetError() *status.Status

func (*CustomJob) GetJobSpec

func (x *CustomJob) GetJobSpec() *CustomJobSpec

func (*CustomJob) GetLabels

func (x *CustomJob) GetLabels() map[string]string

func (*CustomJob) GetName

func (x *CustomJob) GetName() string

func (*CustomJob) GetStartTime

func (x *CustomJob) GetStartTime() *timestamppb.Timestamp

func (*CustomJob) GetState

func (x *CustomJob) GetState() JobState

func (*CustomJob) GetUpdateTime

func (x *CustomJob) GetUpdateTime() *timestamppb.Timestamp

func (*CustomJob) GetWebAccessUris

func (x *CustomJob) GetWebAccessUris() map[string]string

func (*CustomJob) ProtoMessage

func (*CustomJob) ProtoMessage()

func (*CustomJob) ProtoReflect

func (x *CustomJob) ProtoReflect() protoreflect.Message

func (*CustomJob) Reset

func (x *CustomJob) Reset()

func (*CustomJob) String

func (x *CustomJob) String() string

CustomJobSpec

type CustomJobSpec struct {
	PersistentResourceId string `protobuf:"bytes,14,opt,name=persistent_resource_id,json=persistentResourceId,proto3" json:"persistent_resource_id,omitempty"`

	WorkerPoolSpecs []*WorkerPoolSpec `protobuf:"bytes,1,rep,name=worker_pool_specs,json=workerPoolSpecs,proto3" json:"worker_pool_specs,omitempty"`

	Scheduling *Scheduling `protobuf:"bytes,3,opt,name=scheduling,proto3" json:"scheduling,omitempty"`

	ServiceAccount string `protobuf:"bytes,4,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"`

	Network string `protobuf:"bytes,5,opt,name=network,proto3" json:"network,omitempty"`

	ReservedIpRanges []string `protobuf:"bytes,13,rep,name=reserved_ip_ranges,json=reservedIpRanges,proto3" json:"reserved_ip_ranges,omitempty"`

	BaseOutputDirectory *GcsDestination `protobuf:"bytes,6,opt,name=base_output_directory,json=baseOutputDirectory,proto3" json:"base_output_directory,omitempty"`

	ProtectedArtifactLocationId string "" /* 147 byte string literal not displayed */

	Tensorboard string `protobuf:"bytes,7,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`

	EnableWebAccess bool `protobuf:"varint,10,opt,name=enable_web_access,json=enableWebAccess,proto3" json:"enable_web_access,omitempty"`

	EnableDashboardAccess bool "" /* 128 byte string literal not displayed */

	Experiment string `protobuf:"bytes,17,opt,name=experiment,proto3" json:"experiment,omitempty"`

	ExperimentRun string `protobuf:"bytes,18,opt,name=experiment_run,json=experimentRun,proto3" json:"experiment_run,omitempty"`

	Models []string `protobuf:"bytes,20,rep,name=models,proto3" json:"models,omitempty"`

}

Represents the spec of a CustomJob.

func (*CustomJobSpec) Descriptor

func (*CustomJobSpec) Descriptor() ([]byte, []int)

Deprecated: Use CustomJobSpec.ProtoReflect.Descriptor instead.

func (*CustomJobSpec) GetBaseOutputDirectory

func (x *CustomJobSpec) GetBaseOutputDirectory() *GcsDestination

func (*CustomJobSpec) GetEnableDashboardAccess

func (x *CustomJobSpec) GetEnableDashboardAccess() bool

func (*CustomJobSpec) GetEnableWebAccess

func (x *CustomJobSpec) GetEnableWebAccess() bool

func (*CustomJobSpec) GetExperiment

func (x *CustomJobSpec) GetExperiment() string

func (*CustomJobSpec) GetExperimentRun

func (x *CustomJobSpec) GetExperimentRun() string

func (*CustomJobSpec) GetModels

func (x *CustomJobSpec) GetModels() []string

func (*CustomJobSpec) GetNetwork

func (x *CustomJobSpec) GetNetwork() string

func (*CustomJobSpec) GetPersistentResourceId

func (x *CustomJobSpec) GetPersistentResourceId() string

func (*CustomJobSpec) GetProtectedArtifactLocationId

func (x *CustomJobSpec) GetProtectedArtifactLocationId() string

func (*CustomJobSpec) GetReservedIpRanges

func (x *CustomJobSpec) GetReservedIpRanges() []string

func (*CustomJobSpec) GetScheduling

func (x *CustomJobSpec) GetScheduling() *Scheduling

func (*CustomJobSpec) GetServiceAccount

func (x *CustomJobSpec) GetServiceAccount() string

func (*CustomJobSpec) GetTensorboard

func (x *CustomJobSpec) GetTensorboard() string

func (*CustomJobSpec) GetWorkerPoolSpecs

func (x *CustomJobSpec) GetWorkerPoolSpecs() []*WorkerPoolSpec

func (*CustomJobSpec) ProtoMessage

func (*CustomJobSpec) ProtoMessage()

func (*CustomJobSpec) ProtoReflect

func (x *CustomJobSpec) ProtoReflect() protoreflect.Message

func (*CustomJobSpec) Reset

func (x *CustomJobSpec) Reset()

func (*CustomJobSpec) String

func (x *CustomJobSpec) String() string

DataItem

type DataItem struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	Payload *structpb.Value `protobuf:"bytes,4,opt,name=payload,proto3" json:"payload,omitempty"`

	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`

}

A piece of data in a Dataset. Could be an image, a video, a document or plain text.

func (*DataItem) Descriptor

func (*DataItem) Descriptor() ([]byte, []int)

Deprecated: Use DataItem.ProtoReflect.Descriptor instead.

func (*DataItem) GetCreateTime

func (x *DataItem) GetCreateTime() *timestamppb.Timestamp

func (*DataItem) GetEtag

func (x *DataItem) GetEtag() string

func (*DataItem) GetLabels

func (x *DataItem) GetLabels() map[string]string

func (*DataItem) GetName

func (x *DataItem) GetName() string

func (*DataItem) GetPayload

func (x *DataItem) GetPayload() *structpb.Value

func (*DataItem) GetUpdateTime

func (x *DataItem) GetUpdateTime() *timestamppb.Timestamp

func (*DataItem) ProtoMessage

func (*DataItem) ProtoMessage()

func (*DataItem) ProtoReflect

func (x *DataItem) ProtoReflect() protoreflect.Message

func (*DataItem) Reset

func (x *DataItem) Reset()

func (*DataItem) String

func (x *DataItem) String() string

DataItemView

type DataItemView struct {
	DataItem *DataItem `protobuf:"bytes,1,opt,name=data_item,json=dataItem,proto3" json:"data_item,omitempty"`

	Annotations []*Annotation `protobuf:"bytes,2,rep,name=annotations,proto3" json:"annotations,omitempty"`

	HasTruncatedAnnotations bool "" /* 133 byte string literal not displayed */

}

A container for a single DataItem and Annotations on it.

func (*DataItemView) Descriptor

func (*DataItemView) Descriptor() ([]byte, []int)

Deprecated: Use DataItemView.ProtoReflect.Descriptor instead.

func (*DataItemView) GetAnnotations

func (x *DataItemView) GetAnnotations() []*Annotation

func (*DataItemView) GetDataItem

func (x *DataItemView) GetDataItem() *DataItem

func (*DataItemView) GetHasTruncatedAnnotations

func (x *DataItemView) GetHasTruncatedAnnotations() bool

func (*DataItemView) ProtoMessage

func (*DataItemView) ProtoMessage()

func (*DataItemView) ProtoReflect

func (x *DataItemView) ProtoReflect() protoreflect.Message

func (*DataItemView) Reset

func (x *DataItemView) Reset()

func (*DataItemView) String

func (x *DataItemView) String() string

DataLabelingJob

type DataLabelingJob struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	Datasets []string `protobuf:"bytes,3,rep,name=datasets,proto3" json:"datasets,omitempty"`

	AnnotationLabels map[string]string "" /* 198 byte string literal not displayed */

	LabelerCount int32 `protobuf:"varint,4,opt,name=labeler_count,json=labelerCount,proto3" json:"labeler_count,omitempty"`

	InstructionUri string `protobuf:"bytes,5,opt,name=instruction_uri,json=instructionUri,proto3" json:"instruction_uri,omitempty"`

	InputsSchemaUri string `protobuf:"bytes,6,opt,name=inputs_schema_uri,json=inputsSchemaUri,proto3" json:"inputs_schema_uri,omitempty"`

	Inputs *structpb.Value `protobuf:"bytes,7,opt,name=inputs,proto3" json:"inputs,omitempty"`

	State JobState `protobuf:"varint,8,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.JobState" json:"state,omitempty"`

	LabelingProgress int32 `protobuf:"varint,13,opt,name=labeling_progress,json=labelingProgress,proto3" json:"labeling_progress,omitempty"`

	CurrentSpend *money.Money `protobuf:"bytes,14,opt,name=current_spend,json=currentSpend,proto3" json:"current_spend,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,9,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Error *status.Status `protobuf:"bytes,22,opt,name=error,proto3" json:"error,omitempty"`

	Labels map[string]string "" /* 154 byte string literal not displayed */

	SpecialistPools []string `protobuf:"bytes,16,rep,name=specialist_pools,json=specialistPools,proto3" json:"specialist_pools,omitempty"`

	EncryptionSpec *EncryptionSpec `protobuf:"bytes,20,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`

	ActiveLearningConfig *ActiveLearningConfig `protobuf:"bytes,21,opt,name=active_learning_config,json=activeLearningConfig,proto3" json:"active_learning_config,omitempty"`

}

DataLabelingJob is used to trigger a human labeling job on unlabeled data from the following Dataset:

func (*DataLabelingJob) Descriptor

func (*DataLabelingJob) Descriptor() ([]byte, []int)

Deprecated: Use DataLabelingJob.ProtoReflect.Descriptor instead.

func (*DataLabelingJob) GetActiveLearningConfig

func (x *DataLabelingJob) GetActiveLearningConfig() *ActiveLearningConfig

func (*DataLabelingJob) GetAnnotationLabels

func (x *DataLabelingJob) GetAnnotationLabels() map[string]string

func (*DataLabelingJob) GetCreateTime

func (x *DataLabelingJob) GetCreateTime() *timestamppb.Timestamp

func (*DataLabelingJob) GetCurrentSpend

func (x *DataLabelingJob) GetCurrentSpend() *money.Money

func (*DataLabelingJob) GetDatasets

func (x *DataLabelingJob) GetDatasets() []string

func (*DataLabelingJob) GetDisplayName

func (x *DataLabelingJob) GetDisplayName() string

func (*DataLabelingJob) GetEncryptionSpec

func (x *DataLabelingJob) GetEncryptionSpec() *EncryptionSpec

func (*DataLabelingJob) GetError

func (x *DataLabelingJob) GetError() *status.Status

func (*DataLabelingJob) GetInputs

func (x *DataLabelingJob) GetInputs() *structpb.Value

func (*DataLabelingJob) GetInputsSchemaUri

func (x *DataLabelingJob) GetInputsSchemaUri() string

func (*DataLabelingJob) GetInstructionUri

func (x *DataLabelingJob) GetInstructionUri() string

func (*DataLabelingJob) GetLabelerCount

func (x *DataLabelingJob) GetLabelerCount() int32

func (*DataLabelingJob) GetLabelingProgress

func (x *DataLabelingJob) GetLabelingProgress() int32

func (*DataLabelingJob) GetLabels

func (x *DataLabelingJob) GetLabels() map[string]string

func (*DataLabelingJob) GetName

func (x *DataLabelingJob) GetName() string

func (*DataLabelingJob) GetSpecialistPools

func (x *DataLabelingJob) GetSpecialistPools() []string

func (*DataLabelingJob) GetState

func (x *DataLabelingJob) GetState() JobState

func (*DataLabelingJob) GetUpdateTime

func (x *DataLabelingJob) GetUpdateTime() *timestamppb.Timestamp

func (*DataLabelingJob) ProtoMessage

func (*DataLabelingJob) ProtoMessage()

func (*DataLabelingJob) ProtoReflect

func (x *DataLabelingJob) ProtoReflect() protoreflect.Message

func (*DataLabelingJob) Reset

func (x *DataLabelingJob) Reset()

func (*DataLabelingJob) String

func (x *DataLabelingJob) String() string

Dataset

type Dataset struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"`

	MetadataSchemaUri string `protobuf:"bytes,3,opt,name=metadata_schema_uri,json=metadataSchemaUri,proto3" json:"metadata_schema_uri,omitempty"`

	Metadata *structpb.Value `protobuf:"bytes,8,opt,name=metadata,proto3" json:"metadata,omitempty"`

	DataItemCount int64 `protobuf:"varint,10,opt,name=data_item_count,json=dataItemCount,proto3" json:"data_item_count,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Etag string `protobuf:"bytes,6,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	SavedQueries []*SavedQuery `protobuf:"bytes,9,rep,name=saved_queries,json=savedQueries,proto3" json:"saved_queries,omitempty"`

	EncryptionSpec *EncryptionSpec `protobuf:"bytes,11,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`

	MetadataArtifact string `protobuf:"bytes,17,opt,name=metadata_artifact,json=metadataArtifact,proto3" json:"metadata_artifact,omitempty"`

}

A collection of DataItems and Annotations on them.

func (*Dataset) Descriptor

func (*Dataset) Descriptor() ([]byte, []int)

Deprecated: Use Dataset.ProtoReflect.Descriptor instead.

func (*Dataset) GetCreateTime

func (x *Dataset) GetCreateTime() *timestamppb.Timestamp

func (*Dataset) GetDataItemCount

func (x *Dataset) GetDataItemCount() int64

func (*Dataset) GetDescription

func (x *Dataset) GetDescription() string

func (*Dataset) GetDisplayName

func (x *Dataset) GetDisplayName() string

func (*Dataset) GetEncryptionSpec

func (x *Dataset) GetEncryptionSpec() *EncryptionSpec

func (*Dataset) GetEtag

func (x *Dataset) GetEtag() string

func (*Dataset) GetLabels

func (x *Dataset) GetLabels() map[string]string

func (*Dataset) GetMetadata

func (x *Dataset) GetMetadata() *structpb.Value

func (*Dataset) GetMetadataArtifact

func (x *Dataset) GetMetadataArtifact() string

func (*Dataset) GetMetadataSchemaUri

func (x *Dataset) GetMetadataSchemaUri() string

func (*Dataset) GetName

func (x *Dataset) GetName() string

func (*Dataset) GetSavedQueries

func (x *Dataset) GetSavedQueries() []*SavedQuery

func (*Dataset) GetUpdateTime

func (x *Dataset) GetUpdateTime() *timestamppb.Timestamp

func (*Dataset) ProtoMessage

func (*Dataset) ProtoMessage()

func (*Dataset) ProtoReflect

func (x *Dataset) ProtoReflect() protoreflect.Message

func (*Dataset) Reset

func (x *Dataset) Reset()

func (*Dataset) String

func (x *Dataset) String() string

DatasetServiceClient

type DatasetServiceClient interface {
	// Creates a Dataset.
	CreateDataset(ctx context.Context, in *CreateDatasetRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets a Dataset.
	GetDataset(ctx context.Context, in *GetDatasetRequest, opts ...grpc.CallOption) (*Dataset, error)
	// Updates a Dataset.
	UpdateDataset(ctx context.Context, in *UpdateDatasetRequest, opts ...grpc.CallOption) (*Dataset, error)
	// Lists Datasets in a Location.
	ListDatasets(ctx context.Context, in *ListDatasetsRequest, opts ...grpc.CallOption) (*ListDatasetsResponse, error)
	// Deletes a Dataset.
	DeleteDataset(ctx context.Context, in *DeleteDatasetRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Imports data into a Dataset.
	ImportData(ctx context.Context, in *ImportDataRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Exports data from a Dataset.
	ExportData(ctx context.Context, in *ExportDataRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Create a version from a Dataset.
	CreateDatasetVersion(ctx context.Context, in *CreateDatasetVersionRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deletes a Dataset version.
	DeleteDatasetVersion(ctx context.Context, in *DeleteDatasetVersionRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets a Dataset version.
	GetDatasetVersion(ctx context.Context, in *GetDatasetVersionRequest, opts ...grpc.CallOption) (*DatasetVersion, error)
	// Lists DatasetVersions in a Dataset.
	ListDatasetVersions(ctx context.Context, in *ListDatasetVersionsRequest, opts ...grpc.CallOption) (*ListDatasetVersionsResponse, error)
	// Restores a dataset version.
	RestoreDatasetVersion(ctx context.Context, in *RestoreDatasetVersionRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Lists DataItems in a Dataset.
	ListDataItems(ctx context.Context, in *ListDataItemsRequest, opts ...grpc.CallOption) (*ListDataItemsResponse, error)
	// Searches DataItems in a Dataset.
	SearchDataItems(ctx context.Context, in *SearchDataItemsRequest, opts ...grpc.CallOption) (*SearchDataItemsResponse, error)
	// Lists SavedQueries in a Dataset.
	ListSavedQueries(ctx context.Context, in *ListSavedQueriesRequest, opts ...grpc.CallOption) (*ListSavedQueriesResponse, error)
	// Deletes a SavedQuery.
	DeleteSavedQuery(ctx context.Context, in *DeleteSavedQueryRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets an AnnotationSpec.
	GetAnnotationSpec(ctx context.Context, in *GetAnnotationSpecRequest, opts ...grpc.CallOption) (*AnnotationSpec, error)
	// Lists Annotations belongs to a dataitem
	ListAnnotations(ctx context.Context, in *ListAnnotationsRequest, opts ...grpc.CallOption) (*ListAnnotationsResponse, error)
}

DatasetServiceClient is the client API for DatasetService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewDatasetServiceClient

func NewDatasetServiceClient(cc grpc.ClientConnInterface) DatasetServiceClient

DatasetServiceServer

type DatasetServiceServer interface {
	// Creates a Dataset.
	CreateDataset(context.Context, *CreateDatasetRequest) (*longrunningpb.Operation, error)
	// Gets a Dataset.
	GetDataset(context.Context, *GetDatasetRequest) (*Dataset, error)
	// Updates a Dataset.
	UpdateDataset(context.Context, *UpdateDatasetRequest) (*Dataset, error)
	// Lists Datasets in a Location.
	ListDatasets(context.Context, *ListDatasetsRequest) (*ListDatasetsResponse, error)
	// Deletes a Dataset.
	DeleteDataset(context.Context, *DeleteDatasetRequest) (*longrunningpb.Operation, error)
	// Imports data into a Dataset.
	ImportData(context.Context, *ImportDataRequest) (*longrunningpb.Operation, error)
	// Exports data from a Dataset.
	ExportData(context.Context, *ExportDataRequest) (*longrunningpb.Operation, error)
	// Create a version from a Dataset.
	CreateDatasetVersion(context.Context, *CreateDatasetVersionRequest) (*longrunningpb.Operation, error)
	// Deletes a Dataset version.
	DeleteDatasetVersion(context.Context, *DeleteDatasetVersionRequest) (*longrunningpb.Operation, error)
	// Gets a Dataset version.
	GetDatasetVersion(context.Context, *GetDatasetVersionRequest) (*DatasetVersion, error)
	// Lists DatasetVersions in a Dataset.
	ListDatasetVersions(context.Context, *ListDatasetVersionsRequest) (*ListDatasetVersionsResponse, error)
	// Restores a dataset version.
	RestoreDatasetVersion(context.Context, *RestoreDatasetVersionRequest) (*longrunningpb.Operation, error)
	// Lists DataItems in a Dataset.
	ListDataItems(context.Context, *ListDataItemsRequest) (*ListDataItemsResponse, error)
	// Searches DataItems in a Dataset.
	SearchDataItems(context.Context, *SearchDataItemsRequest) (*SearchDataItemsResponse, error)
	// Lists SavedQueries in a Dataset.
	ListSavedQueries(context.Context, *ListSavedQueriesRequest) (*ListSavedQueriesResponse, error)
	// Deletes a SavedQuery.
	DeleteSavedQuery(context.Context, *DeleteSavedQueryRequest) (*longrunningpb.Operation, error)
	// Gets an AnnotationSpec.
	GetAnnotationSpec(context.Context, *GetAnnotationSpecRequest) (*AnnotationSpec, error)
	// Lists Annotations belongs to a dataitem
	ListAnnotations(context.Context, *ListAnnotationsRequest) (*ListAnnotationsResponse, error)
}

DatasetServiceServer is the server API for DatasetService service.

DatasetVersion

type DatasetVersion struct {

	// Output only. The resource name of the DatasetVersion.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. Timestamp when this DatasetVersion was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this DatasetVersion was last updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Used to perform consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,3,opt,name=etag,proto3" json:"etag,omitempty"`
	// Output only. Name of the associated BigQuery dataset.
	BigQueryDatasetName string `protobuf:"bytes,4,opt,name=big_query_dataset_name,json=bigQueryDatasetName,proto3" json:"big_query_dataset_name,omitempty"`
	// contains filtered or unexported fields
}

Describes the dataset version.

func (*DatasetVersion) Descriptor

func (*DatasetVersion) Descriptor() ([]byte, []int)

Deprecated: Use DatasetVersion.ProtoReflect.Descriptor instead.

func (*DatasetVersion) GetBigQueryDatasetName

func (x *DatasetVersion) GetBigQueryDatasetName() string

func (*DatasetVersion) GetCreateTime

func (x *DatasetVersion) GetCreateTime() *timestamppb.Timestamp

func (*DatasetVersion) GetEtag

func (x *DatasetVersion) GetEtag() string

func (*DatasetVersion) GetName

func (x *DatasetVersion) GetName() string

func (*DatasetVersion) GetUpdateTime

func (x *DatasetVersion) GetUpdateTime() *timestamppb.Timestamp

func (*DatasetVersion) ProtoMessage

func (*DatasetVersion) ProtoMessage()

func (*DatasetVersion) ProtoReflect

func (x *DatasetVersion) ProtoReflect() protoreflect.Message

func (*DatasetVersion) Reset

func (x *DatasetVersion) Reset()

func (*DatasetVersion) String

func (x *DatasetVersion) String() string

DedicatedResources

type DedicatedResources struct {
	MachineSpec *MachineSpec `protobuf:"bytes,1,opt,name=machine_spec,json=machineSpec,proto3" json:"machine_spec,omitempty"`

	MinReplicaCount int32 `protobuf:"varint,2,opt,name=min_replica_count,json=minReplicaCount,proto3" json:"min_replica_count,omitempty"`

	MaxReplicaCount int32 `protobuf:"varint,3,opt,name=max_replica_count,json=maxReplicaCount,proto3" json:"max_replica_count,omitempty"`

	AutoscalingMetricSpecs []*AutoscalingMetricSpec "" /* 129 byte string literal not displayed */

}

A description of resources that are dedicated to a DeployedModel, and that need a higher degree of manual configuration.

func (*DedicatedResources) Descriptor

func (*DedicatedResources) Descriptor() ([]byte, []int)

Deprecated: Use DedicatedResources.ProtoReflect.Descriptor instead.

func (*DedicatedResources) GetAutoscalingMetricSpecs

func (x *DedicatedResources) GetAutoscalingMetricSpecs() []*AutoscalingMetricSpec

func (*DedicatedResources) GetMachineSpec

func (x *DedicatedResources) GetMachineSpec() *MachineSpec

func (*DedicatedResources) GetMaxReplicaCount

func (x *DedicatedResources) GetMaxReplicaCount() int32

func (*DedicatedResources) GetMinReplicaCount

func (x *DedicatedResources) GetMinReplicaCount() int32

func (*DedicatedResources) ProtoMessage

func (*DedicatedResources) ProtoMessage()

func (*DedicatedResources) ProtoReflect

func (x *DedicatedResources) ProtoReflect() protoreflect.Message

func (*DedicatedResources) Reset

func (x *DedicatedResources) Reset()

func (*DedicatedResources) String

func (x *DedicatedResources) String() string

DeleteArtifactRequest

type DeleteArtifactRequest struct {

	// Required. The resource name of the Artifact to delete.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/artifacts/{artifact}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. The etag of the Artifact to delete.
	// If this is provided, it must match the server's etag. Otherwise, the
	// request will fail with a FAILED_PRECONDITION.
	Etag string `protobuf:"bytes,2,opt,name=etag,proto3" json:"etag,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.DeleteArtifact][google.cloud.aiplatform.v1beta1.MetadataService.DeleteArtifact].

func (*DeleteArtifactRequest) Descriptor

func (*DeleteArtifactRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteArtifactRequest.ProtoReflect.Descriptor instead.

func (*DeleteArtifactRequest) GetEtag

func (x *DeleteArtifactRequest) GetEtag() string

func (*DeleteArtifactRequest) GetName

func (x *DeleteArtifactRequest) GetName() string

func (*DeleteArtifactRequest) ProtoMessage

func (*DeleteArtifactRequest) ProtoMessage()

func (*DeleteArtifactRequest) ProtoReflect

func (x *DeleteArtifactRequest) ProtoReflect() protoreflect.Message

func (*DeleteArtifactRequest) Reset

func (x *DeleteArtifactRequest) Reset()

func (*DeleteArtifactRequest) String

func (x *DeleteArtifactRequest) String() string

DeleteBatchPredictionJobRequest

type DeleteBatchPredictionJobRequest struct {

	// Required. The name of the BatchPredictionJob resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.DeleteBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.DeleteBatchPredictionJob].

func (*DeleteBatchPredictionJobRequest) Descriptor

func (*DeleteBatchPredictionJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteBatchPredictionJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteBatchPredictionJobRequest) GetName

func (x *DeleteBatchPredictionJobRequest) GetName() string

func (*DeleteBatchPredictionJobRequest) ProtoMessage

func (*DeleteBatchPredictionJobRequest) ProtoMessage()

func (*DeleteBatchPredictionJobRequest) ProtoReflect

func (x *DeleteBatchPredictionJobRequest) ProtoReflect() protoreflect.Message

func (*DeleteBatchPredictionJobRequest) Reset

func (x *DeleteBatchPredictionJobRequest) Reset()

func (*DeleteBatchPredictionJobRequest) String

func (x *DeleteBatchPredictionJobRequest) String() string

DeleteContextRequest

type DeleteContextRequest struct {

	// Required. The resource name of the Context to delete.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/contexts/{context}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The force deletion semantics is still undefined.
	// Users should not use this field.
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// Optional. The etag of the Context to delete.
	// If this is provided, it must match the server's etag. Otherwise, the
	// request will fail with a FAILED_PRECONDITION.
	Etag string `protobuf:"bytes,3,opt,name=etag,proto3" json:"etag,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.DeleteContext][google.cloud.aiplatform.v1beta1.MetadataService.DeleteContext].

func (*DeleteContextRequest) Descriptor

func (*DeleteContextRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteContextRequest.ProtoReflect.Descriptor instead.

func (*DeleteContextRequest) GetEtag

func (x *DeleteContextRequest) GetEtag() string

func (*DeleteContextRequest) GetForce

func (x *DeleteContextRequest) GetForce() bool

func (*DeleteContextRequest) GetName

func (x *DeleteContextRequest) GetName() string

func (*DeleteContextRequest) ProtoMessage

func (*DeleteContextRequest) ProtoMessage()

func (*DeleteContextRequest) ProtoReflect

func (x *DeleteContextRequest) ProtoReflect() protoreflect.Message

func (*DeleteContextRequest) Reset

func (x *DeleteContextRequest) Reset()

func (*DeleteContextRequest) String

func (x *DeleteContextRequest) String() string

DeleteCustomJobRequest

type DeleteCustomJobRequest struct {

	// Required. The name of the CustomJob resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/customJobs/{custom_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.DeleteCustomJob][google.cloud.aiplatform.v1beta1.JobService.DeleteCustomJob].

func (*DeleteCustomJobRequest) Descriptor

func (*DeleteCustomJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteCustomJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteCustomJobRequest) GetName

func (x *DeleteCustomJobRequest) GetName() string

func (*DeleteCustomJobRequest) ProtoMessage

func (*DeleteCustomJobRequest) ProtoMessage()

func (*DeleteCustomJobRequest) ProtoReflect

func (x *DeleteCustomJobRequest) ProtoReflect() protoreflect.Message

func (*DeleteCustomJobRequest) Reset

func (x *DeleteCustomJobRequest) Reset()

func (*DeleteCustomJobRequest) String

func (x *DeleteCustomJobRequest) String() string

DeleteDataLabelingJobRequest

type DeleteDataLabelingJobRequest struct {

	// Required. The name of the DataLabelingJob to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.DeleteDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.DeleteDataLabelingJob].

func (*DeleteDataLabelingJobRequest) Descriptor

func (*DeleteDataLabelingJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteDataLabelingJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteDataLabelingJobRequest) GetName

func (x *DeleteDataLabelingJobRequest) GetName() string

func (*DeleteDataLabelingJobRequest) ProtoMessage

func (*DeleteDataLabelingJobRequest) ProtoMessage()

func (*DeleteDataLabelingJobRequest) ProtoReflect

func (x *DeleteDataLabelingJobRequest) ProtoReflect() protoreflect.Message

func (*DeleteDataLabelingJobRequest) Reset

func (x *DeleteDataLabelingJobRequest) Reset()

func (*DeleteDataLabelingJobRequest) String

func (x *DeleteDataLabelingJobRequest) String() string

DeleteDatasetRequest

type DeleteDatasetRequest struct {

	// Required. The resource name of the Dataset to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.DeleteDataset][google.cloud.aiplatform.v1beta1.DatasetService.DeleteDataset].

func (*DeleteDatasetRequest) Descriptor

func (*DeleteDatasetRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteDatasetRequest.ProtoReflect.Descriptor instead.

func (*DeleteDatasetRequest) GetName

func (x *DeleteDatasetRequest) GetName() string

func (*DeleteDatasetRequest) ProtoMessage

func (*DeleteDatasetRequest) ProtoMessage()

func (*DeleteDatasetRequest) ProtoReflect

func (x *DeleteDatasetRequest) ProtoReflect() protoreflect.Message

func (*DeleteDatasetRequest) Reset

func (x *DeleteDatasetRequest) Reset()

func (*DeleteDatasetRequest) String

func (x *DeleteDatasetRequest) String() string

DeleteDatasetVersionRequest

type DeleteDatasetVersionRequest struct {

	// Required. The resource name of the Dataset version to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/datasetVersions/{dataset_version}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.DeleteDatasetVersion][google.cloud.aiplatform.v1beta1.DatasetService.DeleteDatasetVersion].

func (*DeleteDatasetVersionRequest) Descriptor

func (*DeleteDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*DeleteDatasetVersionRequest) GetName

func (x *DeleteDatasetVersionRequest) GetName() string

func (*DeleteDatasetVersionRequest) ProtoMessage

func (*DeleteDatasetVersionRequest) ProtoMessage()

func (*DeleteDatasetVersionRequest) ProtoReflect

func (x *DeleteDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*DeleteDatasetVersionRequest) Reset

func (x *DeleteDatasetVersionRequest) Reset()

func (*DeleteDatasetVersionRequest) String

func (x *DeleteDatasetVersionRequest) String() string

DeleteDeploymentResourcePoolRequest

type DeleteDeploymentResourcePoolRequest struct {

	// Required. The name of the DeploymentResourcePool to delete.
	// Format:
	// `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for DeleteDeploymentResourcePool method.

func (*DeleteDeploymentResourcePoolRequest) Descriptor

func (*DeleteDeploymentResourcePoolRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteDeploymentResourcePoolRequest.ProtoReflect.Descriptor instead.

func (*DeleteDeploymentResourcePoolRequest) GetName

func (x *DeleteDeploymentResourcePoolRequest) GetName() string

func (*DeleteDeploymentResourcePoolRequest) ProtoMessage

func (*DeleteDeploymentResourcePoolRequest) ProtoMessage()

func (*DeleteDeploymentResourcePoolRequest) ProtoReflect

func (x *DeleteDeploymentResourcePoolRequest) ProtoReflect() protoreflect.Message

func (*DeleteDeploymentResourcePoolRequest) Reset

func (x *DeleteDeploymentResourcePoolRequest) Reset()

func (*DeleteDeploymentResourcePoolRequest) String

func (x *DeleteDeploymentResourcePoolRequest) String() string

DeleteEndpointRequest

type DeleteEndpointRequest struct {

	// Required. The name of the Endpoint resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.DeleteEndpoint][google.cloud.aiplatform.v1beta1.EndpointService.DeleteEndpoint].

func (*DeleteEndpointRequest) Descriptor

func (*DeleteEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteEndpointRequest.ProtoReflect.Descriptor instead.

func (*DeleteEndpointRequest) GetName

func (x *DeleteEndpointRequest) GetName() string

func (*DeleteEndpointRequest) ProtoMessage

func (*DeleteEndpointRequest) ProtoMessage()

func (*DeleteEndpointRequest) ProtoReflect

func (x *DeleteEndpointRequest) ProtoReflect() protoreflect.Message

func (*DeleteEndpointRequest) Reset

func (x *DeleteEndpointRequest) Reset()

func (*DeleteEndpointRequest) String

func (x *DeleteEndpointRequest) String() string

DeleteEntityTypeRequest

type DeleteEntityTypeRequest struct {

	// Required. The name of the EntityType to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// If set to true, any Features for this EntityType will also be deleted.
	// (Otherwise, the request will only work if the EntityType has no Features.)
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.DeleteEntityTypes][].

func (*DeleteEntityTypeRequest) Descriptor

func (*DeleteEntityTypeRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteEntityTypeRequest.ProtoReflect.Descriptor instead.

func (*DeleteEntityTypeRequest) GetForce

func (x *DeleteEntityTypeRequest) GetForce() bool

func (*DeleteEntityTypeRequest) GetName

func (x *DeleteEntityTypeRequest) GetName() string

func (*DeleteEntityTypeRequest) ProtoMessage

func (*DeleteEntityTypeRequest) ProtoMessage()

func (*DeleteEntityTypeRequest) ProtoReflect

func (x *DeleteEntityTypeRequest) ProtoReflect() protoreflect.Message

func (*DeleteEntityTypeRequest) Reset

func (x *DeleteEntityTypeRequest) Reset()

func (*DeleteEntityTypeRequest) String

func (x *DeleteEntityTypeRequest) String() string

DeleteExecutionRequest

type DeleteExecutionRequest struct {

	// Required. The resource name of the Execution to delete.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}/executions/{execution}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. The etag of the Execution to delete.
	// If this is provided, it must match the server's etag. Otherwise, the
	// request will fail with a FAILED_PRECONDITION.
	Etag string `protobuf:"bytes,2,opt,name=etag,proto3" json:"etag,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.DeleteExecution][google.cloud.aiplatform.v1beta1.MetadataService.DeleteExecution].

func (*DeleteExecutionRequest) Descriptor

func (*DeleteExecutionRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteExecutionRequest.ProtoReflect.Descriptor instead.

func (*DeleteExecutionRequest) GetEtag

func (x *DeleteExecutionRequest) GetEtag() string

func (*DeleteExecutionRequest) GetName

func (x *DeleteExecutionRequest) GetName() string

func (*DeleteExecutionRequest) ProtoMessage

func (*DeleteExecutionRequest) ProtoMessage()

func (*DeleteExecutionRequest) ProtoReflect

func (x *DeleteExecutionRequest) ProtoReflect() protoreflect.Message

func (*DeleteExecutionRequest) Reset

func (x *DeleteExecutionRequest) Reset()

func (*DeleteExecutionRequest) String

func (x *DeleteExecutionRequest) String() string

DeleteFeatureGroupRequest

type DeleteFeatureGroupRequest struct {

	// Required. The name of the FeatureGroup to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/featureGroups/{feature_group}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// If set to true, any Features under this FeatureGroup
	// will also be deleted. (Otherwise, the request will only work if the
	// FeatureGroup has no Features.)
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeatureRegistryService.DeleteFeatureGroup][google.cloud.aiplatform.v1beta1.FeatureRegistryService.DeleteFeatureGroup].

func (*DeleteFeatureGroupRequest) Descriptor

func (*DeleteFeatureGroupRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureGroupRequest.ProtoReflect.Descriptor instead.

func (*DeleteFeatureGroupRequest) GetForce

func (x *DeleteFeatureGroupRequest) GetForce() bool

func (*DeleteFeatureGroupRequest) GetName

func (x *DeleteFeatureGroupRequest) GetName() string

func (*DeleteFeatureGroupRequest) ProtoMessage

func (*DeleteFeatureGroupRequest) ProtoMessage()

func (*DeleteFeatureGroupRequest) ProtoReflect

func (x *DeleteFeatureGroupRequest) ProtoReflect() protoreflect.Message

func (*DeleteFeatureGroupRequest) Reset

func (x *DeleteFeatureGroupRequest) Reset()

func (*DeleteFeatureGroupRequest) String

func (x *DeleteFeatureGroupRequest) String() string

DeleteFeatureOnlineStoreRequest

type DeleteFeatureOnlineStoreRequest struct {

	// Required. The name of the FeatureOnlineStore to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// If set to true, any FeatureViews and Features for this FeatureOnlineStore
	// will also be deleted. (Otherwise, the request will only work if the
	// FeatureOnlineStore has no FeatureViews.)
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeatureOnlineStoreAdminService.DeleteFeatureOnlineStore][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.DeleteFeatureOnlineStore].

func (*DeleteFeatureOnlineStoreRequest) Descriptor

func (*DeleteFeatureOnlineStoreRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureOnlineStoreRequest.ProtoReflect.Descriptor instead.

func (*DeleteFeatureOnlineStoreRequest) GetForce

func (x *DeleteFeatureOnlineStoreRequest) GetForce() bool

func (*DeleteFeatureOnlineStoreRequest) GetName

func (x *DeleteFeatureOnlineStoreRequest) GetName() string

func (*DeleteFeatureOnlineStoreRequest) ProtoMessage

func (*DeleteFeatureOnlineStoreRequest) ProtoMessage()

func (*DeleteFeatureOnlineStoreRequest) ProtoReflect

func (x *DeleteFeatureOnlineStoreRequest) ProtoReflect() protoreflect.Message

func (*DeleteFeatureOnlineStoreRequest) Reset

func (x *DeleteFeatureOnlineStoreRequest) Reset()

func (*DeleteFeatureOnlineStoreRequest) String

func (x *DeleteFeatureOnlineStoreRequest) String() string

DeleteFeatureRequest

type DeleteFeatureRequest struct {

	// Required. The name of the Features to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`
	// `projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.DeleteFeature][google.cloud.aiplatform.v1beta1.FeaturestoreService.DeleteFeature]. Request message for [FeatureRegistryService.DeleteFeature][google.cloud.aiplatform.v1beta1.FeatureRegistryService.DeleteFeature].

func (*DeleteFeatureRequest) Descriptor

func (*DeleteFeatureRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureRequest.ProtoReflect.Descriptor instead.

func (*DeleteFeatureRequest) GetName

func (x *DeleteFeatureRequest) GetName() string

func (*DeleteFeatureRequest) ProtoMessage

func (*DeleteFeatureRequest) ProtoMessage()

func (*DeleteFeatureRequest) ProtoReflect

func (x *DeleteFeatureRequest) ProtoReflect() protoreflect.Message

func (*DeleteFeatureRequest) Reset

func (x *DeleteFeatureRequest) Reset()

func (*DeleteFeatureRequest) String

func (x *DeleteFeatureRequest) String() string

DeleteFeatureValuesOperationMetadata

type DeleteFeatureValuesOperationMetadata struct {

	// Operation metadata for Featurestore delete Features values.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that delete Feature values.

func (*DeleteFeatureValuesOperationMetadata) Descriptor

func (*DeleteFeatureValuesOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesOperationMetadata) GetGenericMetadata

func (x *DeleteFeatureValuesOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeleteFeatureValuesOperationMetadata) ProtoMessage

func (*DeleteFeatureValuesOperationMetadata) ProtoMessage()

func (*DeleteFeatureValuesOperationMetadata) ProtoReflect

func (x *DeleteFeatureValuesOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesOperationMetadata) Reset

func (x *DeleteFeatureValuesOperationMetadata) Reset()

func (*DeleteFeatureValuesOperationMetadata) String

func (x *DeleteFeatureValuesOperationMetadata) String() string

DeleteFeatureValuesRequest

type DeleteFeatureValuesRequest struct {

	// Defines options to select feature values to be deleted.
	//
	// Types that are assignable to DeleteOption:
	//
	//	*DeleteFeatureValuesRequest_SelectEntity_
	//	*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature_
	DeleteOption isDeleteFeatureValuesRequest_DeleteOption `protobuf_oneof:"DeleteOption"`
	// Required. The resource name of the EntityType grouping the Features for
	// which values are being deleted from. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
	EntityType string `protobuf:"bytes,1,opt,name=entity_type,json=entityType,proto3" json:"entity_type,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.DeleteFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.DeleteFeatureValues].

func (*DeleteFeatureValuesRequest) Descriptor

func (*DeleteFeatureValuesRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesRequest.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesRequest) GetDeleteOption

func (m *DeleteFeatureValuesRequest) GetDeleteOption() isDeleteFeatureValuesRequest_DeleteOption

func (*DeleteFeatureValuesRequest) GetEntityType

func (x *DeleteFeatureValuesRequest) GetEntityType() string

func (*DeleteFeatureValuesRequest) GetSelectEntity

func (x *DeleteFeatureValuesRequest) GetSelectEntity() *DeleteFeatureValuesRequest_SelectEntity

func (*DeleteFeatureValuesRequest) GetSelectTimeRangeAndFeature

func (x *DeleteFeatureValuesRequest) GetSelectTimeRangeAndFeature() *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature

func (*DeleteFeatureValuesRequest) ProtoMessage

func (*DeleteFeatureValuesRequest) ProtoMessage()

func (*DeleteFeatureValuesRequest) ProtoReflect

func (x *DeleteFeatureValuesRequest) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesRequest) Reset

func (x *DeleteFeatureValuesRequest) Reset()

func (*DeleteFeatureValuesRequest) String

func (x *DeleteFeatureValuesRequest) String() string

DeleteFeatureValuesRequest_SelectEntity

type DeleteFeatureValuesRequest_SelectEntity struct {

	// Required. Selectors choosing feature values of which entity id to be
	// deleted from the EntityType.
	EntityIdSelector *EntityIdSelector `protobuf:"bytes,1,opt,name=entity_id_selector,json=entityIdSelector,proto3" json:"entity_id_selector,omitempty"`
	// contains filtered or unexported fields
}

Message to select entity. If an entity id is selected, all the feature values corresponding to the entity id will be deleted, including the entityId.

func (*DeleteFeatureValuesRequest_SelectEntity) Descriptor

func (*DeleteFeatureValuesRequest_SelectEntity) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesRequest_SelectEntity.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesRequest_SelectEntity) GetEntityIdSelector

func (x *DeleteFeatureValuesRequest_SelectEntity) GetEntityIdSelector() *EntityIdSelector

func (*DeleteFeatureValuesRequest_SelectEntity) ProtoMessage

func (*DeleteFeatureValuesRequest_SelectEntity) ProtoMessage()

func (*DeleteFeatureValuesRequest_SelectEntity) ProtoReflect

func (x *DeleteFeatureValuesRequest_SelectEntity) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesRequest_SelectEntity) Reset

func (x *DeleteFeatureValuesRequest_SelectEntity) Reset()

func (*DeleteFeatureValuesRequest_SelectEntity) String

func (x *DeleteFeatureValuesRequest_SelectEntity) String() string

DeleteFeatureValuesRequest_SelectEntity_

type DeleteFeatureValuesRequest_SelectEntity_ struct {
	// Select feature values to be deleted by specifying entities.
	SelectEntity *DeleteFeatureValuesRequest_SelectEntity `protobuf:"bytes,2,opt,name=select_entity,json=selectEntity,proto3,oneof"`
}

DeleteFeatureValuesRequest_SelectTimeRangeAndFeature

type DeleteFeatureValuesRequest_SelectTimeRangeAndFeature struct {
	TimeRange *interval.Interval `protobuf:"bytes,1,opt,name=time_range,json=timeRange,proto3" json:"time_range,omitempty"`

	FeatureSelector *FeatureSelector `protobuf:"bytes,2,opt,name=feature_selector,json=featureSelector,proto3" json:"feature_selector,omitempty"`

	SkipOnlineStorageDelete bool "" /* 135 byte string literal not displayed */

}

Message to select time range and feature. Values of the selected feature generated within an inclusive time range will be deleted. Using this option permanently deletes the feature values from the specified feature IDs within the specified time range. This might include data from the online storage. If you want to retain any deleted historical data in the online storage, you must re-ingest it.

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) Descriptor

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesRequest_SelectTimeRangeAndFeature.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) GetFeatureSelector

func (x *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) GetFeatureSelector() *FeatureSelector

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) GetSkipOnlineStorageDelete

func (x *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) GetSkipOnlineStorageDelete() bool

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) GetTimeRange

func (x *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) GetTimeRange() *interval.Interval

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) ProtoMessage

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) ProtoMessage()

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) ProtoReflect

func (x *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) Reset

func (x *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) Reset()

func (*DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) String

func (x *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature) String() string

DeleteFeatureValuesRequest_SelectTimeRangeAndFeature_

type DeleteFeatureValuesRequest_SelectTimeRangeAndFeature_ struct {
	// Select feature values to be deleted by specifying time range and
	// features.
	SelectTimeRangeAndFeature *DeleteFeatureValuesRequest_SelectTimeRangeAndFeature `protobuf:"bytes,3,opt,name=select_time_range_and_feature,json=selectTimeRangeAndFeature,proto3,oneof"`
}

DeleteFeatureValuesResponse

type DeleteFeatureValuesResponse struct {

	// Response based on which delete option is specified in the
	// request
	//
	// Types that are assignable to Response:
	//
	//	*DeleteFeatureValuesResponse_SelectEntity_
	//	*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature_
	Response isDeleteFeatureValuesResponse_Response `protobuf_oneof:"response"`
	// contains filtered or unexported fields
}

Response message for [FeaturestoreService.DeleteFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.DeleteFeatureValues].

func (*DeleteFeatureValuesResponse) Descriptor

func (*DeleteFeatureValuesResponse) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesResponse.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesResponse) GetResponse

func (m *DeleteFeatureValuesResponse) GetResponse() isDeleteFeatureValuesResponse_Response

func (*DeleteFeatureValuesResponse) GetSelectEntity

func (x *DeleteFeatureValuesResponse) GetSelectEntity() *DeleteFeatureValuesResponse_SelectEntity

func (*DeleteFeatureValuesResponse) GetSelectTimeRangeAndFeature

func (x *DeleteFeatureValuesResponse) GetSelectTimeRangeAndFeature() *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature

func (*DeleteFeatureValuesResponse) ProtoMessage

func (*DeleteFeatureValuesResponse) ProtoMessage()

func (*DeleteFeatureValuesResponse) ProtoReflect

func (x *DeleteFeatureValuesResponse) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesResponse) Reset

func (x *DeleteFeatureValuesResponse) Reset()

func (*DeleteFeatureValuesResponse) String

func (x *DeleteFeatureValuesResponse) String() string

DeleteFeatureValuesResponse_SelectEntity

type DeleteFeatureValuesResponse_SelectEntity struct {
	OfflineStorageDeletedEntityRowCount int64 "" /* 175 byte string literal not displayed */

	OnlineStorageDeletedEntityCount int64 "" /* 161 byte string literal not displayed */

}

Response message if the request uses the SelectEntity option.

func (*DeleteFeatureValuesResponse_SelectEntity) Descriptor

func (*DeleteFeatureValuesResponse_SelectEntity) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesResponse_SelectEntity.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesResponse_SelectEntity) GetOfflineStorageDeletedEntityRowCount

func (x *DeleteFeatureValuesResponse_SelectEntity) GetOfflineStorageDeletedEntityRowCount() int64

func (*DeleteFeatureValuesResponse_SelectEntity) GetOnlineStorageDeletedEntityCount

func (x *DeleteFeatureValuesResponse_SelectEntity) GetOnlineStorageDeletedEntityCount() int64

func (*DeleteFeatureValuesResponse_SelectEntity) ProtoMessage

func (*DeleteFeatureValuesResponse_SelectEntity) ProtoMessage()

func (*DeleteFeatureValuesResponse_SelectEntity) ProtoReflect

func (x *DeleteFeatureValuesResponse_SelectEntity) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesResponse_SelectEntity) Reset

func (x *DeleteFeatureValuesResponse_SelectEntity) Reset()

func (*DeleteFeatureValuesResponse_SelectEntity) String

func (x *DeleteFeatureValuesResponse_SelectEntity) String() string

DeleteFeatureValuesResponse_SelectEntity_

type DeleteFeatureValuesResponse_SelectEntity_ struct {
	// Response for request specifying the entities to delete
	SelectEntity *DeleteFeatureValuesResponse_SelectEntity `protobuf:"bytes,1,opt,name=select_entity,json=selectEntity,proto3,oneof"`
}

DeleteFeatureValuesResponse_SelectTimeRangeAndFeature

type DeleteFeatureValuesResponse_SelectTimeRangeAndFeature struct {
	ImpactedFeatureCount int64 `protobuf:"varint,1,opt,name=impacted_feature_count,json=impactedFeatureCount,proto3" json:"impacted_feature_count,omitempty"`

	OfflineStorageModifiedEntityRowCount int64 "" /* 178 byte string literal not displayed */

	OnlineStorageModifiedEntityCount int64 "" /* 164 byte string literal not displayed */

}

Response message if the request uses the SelectTimeRangeAndFeature option.

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) Descriptor

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureValuesResponse_SelectTimeRangeAndFeature.ProtoReflect.Descriptor instead.

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) GetImpactedFeatureCount

func (x *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) GetImpactedFeatureCount() int64

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) GetOfflineStorageModifiedEntityRowCount

func (x *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) GetOfflineStorageModifiedEntityRowCount() int64

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) GetOnlineStorageModifiedEntityCount

func (x *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) GetOnlineStorageModifiedEntityCount() int64

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) ProtoMessage

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) ProtoMessage()

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) ProtoReflect

func (x *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) ProtoReflect() protoreflect.Message

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) Reset

func (x *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) Reset()

func (*DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) String

func (x *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature) String() string

DeleteFeatureValuesResponse_SelectTimeRangeAndFeature_

type DeleteFeatureValuesResponse_SelectTimeRangeAndFeature_ struct {
	// Response for request specifying time range and feature
	SelectTimeRangeAndFeature *DeleteFeatureValuesResponse_SelectTimeRangeAndFeature `protobuf:"bytes,2,opt,name=select_time_range_and_feature,json=selectTimeRangeAndFeature,proto3,oneof"`
}

DeleteFeatureViewRequest

type DeleteFeatureViewRequest struct {

	// Required. The name of the FeatureView to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeatureOnlineStoreAdminService.DeleteFeatureViews][].

func (*DeleteFeatureViewRequest) Descriptor

func (*DeleteFeatureViewRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeatureViewRequest.ProtoReflect.Descriptor instead.

func (*DeleteFeatureViewRequest) GetName

func (x *DeleteFeatureViewRequest) GetName() string

func (*DeleteFeatureViewRequest) ProtoMessage

func (*DeleteFeatureViewRequest) ProtoMessage()

func (*DeleteFeatureViewRequest) ProtoReflect

func (x *DeleteFeatureViewRequest) ProtoReflect() protoreflect.Message

func (*DeleteFeatureViewRequest) Reset

func (x *DeleteFeatureViewRequest) Reset()

func (*DeleteFeatureViewRequest) String

func (x *DeleteFeatureViewRequest) String() string

DeleteFeaturestoreRequest

type DeleteFeaturestoreRequest struct {

	// Required. The name of the Featurestore to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// If set to true, any EntityTypes and Features for this Featurestore will
	// also be deleted. (Otherwise, the request will only work if the Featurestore
	// has no EntityTypes.)
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.DeleteFeaturestore][google.cloud.aiplatform.v1beta1.FeaturestoreService.DeleteFeaturestore].

func (*DeleteFeaturestoreRequest) Descriptor

func (*DeleteFeaturestoreRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteFeaturestoreRequest.ProtoReflect.Descriptor instead.

func (*DeleteFeaturestoreRequest) GetForce

func (x *DeleteFeaturestoreRequest) GetForce() bool

func (*DeleteFeaturestoreRequest) GetName

func (x *DeleteFeaturestoreRequest) GetName() string

func (*DeleteFeaturestoreRequest) ProtoMessage

func (*DeleteFeaturestoreRequest) ProtoMessage()

func (*DeleteFeaturestoreRequest) ProtoReflect

func (x *DeleteFeaturestoreRequest) ProtoReflect() protoreflect.Message

func (*DeleteFeaturestoreRequest) Reset

func (x *DeleteFeaturestoreRequest) Reset()

func (*DeleteFeaturestoreRequest) String

func (x *DeleteFeaturestoreRequest) String() string

DeleteHyperparameterTuningJobRequest

type DeleteHyperparameterTuningJobRequest struct {

	// Required. The name of the HyperparameterTuningJob resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.DeleteHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.DeleteHyperparameterTuningJob].

func (*DeleteHyperparameterTuningJobRequest) Descriptor

func (*DeleteHyperparameterTuningJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteHyperparameterTuningJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteHyperparameterTuningJobRequest) GetName

func (x *DeleteHyperparameterTuningJobRequest) GetName() string

func (*DeleteHyperparameterTuningJobRequest) ProtoMessage

func (*DeleteHyperparameterTuningJobRequest) ProtoMessage()

func (*DeleteHyperparameterTuningJobRequest) ProtoReflect

func (x *DeleteHyperparameterTuningJobRequest) ProtoReflect() protoreflect.Message

func (*DeleteHyperparameterTuningJobRequest) Reset

func (x *DeleteHyperparameterTuningJobRequest) Reset()

func (*DeleteHyperparameterTuningJobRequest) String

func (x *DeleteHyperparameterTuningJobRequest) String() string

DeleteIndexEndpointRequest

type DeleteIndexEndpointRequest struct {

	// Required. The name of the IndexEndpoint resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [IndexEndpointService.DeleteIndexEndpoint][google.cloud.aiplatform.v1beta1.IndexEndpointService.DeleteIndexEndpoint].

func (*DeleteIndexEndpointRequest) Descriptor

func (*DeleteIndexEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteIndexEndpointRequest.ProtoReflect.Descriptor instead.

func (*DeleteIndexEndpointRequest) GetName

func (x *DeleteIndexEndpointRequest) GetName() string

func (*DeleteIndexEndpointRequest) ProtoMessage

func (*DeleteIndexEndpointRequest) ProtoMessage()

func (*DeleteIndexEndpointRequest) ProtoReflect

func (x *DeleteIndexEndpointRequest) ProtoReflect() protoreflect.Message

func (*DeleteIndexEndpointRequest) Reset

func (x *DeleteIndexEndpointRequest) Reset()

func (*DeleteIndexEndpointRequest) String

func (x *DeleteIndexEndpointRequest) String() string

DeleteIndexRequest

type DeleteIndexRequest struct {

	// Required. The name of the Index resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/indexes/{index}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [IndexService.DeleteIndex][google.cloud.aiplatform.v1beta1.IndexService.DeleteIndex].

func (*DeleteIndexRequest) Descriptor

func (*DeleteIndexRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteIndexRequest.ProtoReflect.Descriptor instead.

func (*DeleteIndexRequest) GetName

func (x *DeleteIndexRequest) GetName() string

func (*DeleteIndexRequest) ProtoMessage

func (*DeleteIndexRequest) ProtoMessage()

func (*DeleteIndexRequest) ProtoReflect

func (x *DeleteIndexRequest) ProtoReflect() protoreflect.Message

func (*DeleteIndexRequest) Reset

func (x *DeleteIndexRequest) Reset()

func (*DeleteIndexRequest) String

func (x *DeleteIndexRequest) String() string

DeleteMetadataStoreOperationMetadata

type DeleteMetadataStoreOperationMetadata struct {

	// Operation metadata for deleting a MetadataStore.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform [MetadataService.DeleteMetadataStore][google.cloud.aiplatform.v1beta1.MetadataService.DeleteMetadataStore].

func (*DeleteMetadataStoreOperationMetadata) Descriptor

func (*DeleteMetadataStoreOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeleteMetadataStoreOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeleteMetadataStoreOperationMetadata) GetGenericMetadata

func (x *DeleteMetadataStoreOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeleteMetadataStoreOperationMetadata) ProtoMessage

func (*DeleteMetadataStoreOperationMetadata) ProtoMessage()

func (*DeleteMetadataStoreOperationMetadata) ProtoReflect

func (x *DeleteMetadataStoreOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeleteMetadataStoreOperationMetadata) Reset

func (x *DeleteMetadataStoreOperationMetadata) Reset()

func (*DeleteMetadataStoreOperationMetadata) String

func (x *DeleteMetadataStoreOperationMetadata) String() string

DeleteMetadataStoreRequest

type DeleteMetadataStoreRequest struct {

	// Required. The resource name of the MetadataStore to delete.
	// Format:
	// `projects/{project}/locations/{location}/metadataStores/{metadatastore}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Deprecated: Field is no longer supported.
	//
	// Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/metadata_service.proto.
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// contains filtered or unexported fields
}

Request message for [MetadataService.DeleteMetadataStore][google.cloud.aiplatform.v1beta1.MetadataService.DeleteMetadataStore].

func (*DeleteMetadataStoreRequest) Descriptor

func (*DeleteMetadataStoreRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteMetadataStoreRequest.ProtoReflect.Descriptor instead.

func (*DeleteMetadataStoreRequest) GetForce

func (x *DeleteMetadataStoreRequest) GetForce() bool

Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/metadata_service.proto.

func (*DeleteMetadataStoreRequest) GetName

func (x *DeleteMetadataStoreRequest) GetName() string

func (*DeleteMetadataStoreRequest) ProtoMessage

func (*DeleteMetadataStoreRequest) ProtoMessage()

func (*DeleteMetadataStoreRequest) ProtoReflect

func (x *DeleteMetadataStoreRequest) ProtoReflect() protoreflect.Message

func (*DeleteMetadataStoreRequest) Reset

func (x *DeleteMetadataStoreRequest) Reset()

func (*DeleteMetadataStoreRequest) String

func (x *DeleteMetadataStoreRequest) String() string

DeleteModelDeploymentMonitoringJobRequest

type DeleteModelDeploymentMonitoringJobRequest struct {

	// Required. The resource name of the model monitoring job to delete.
	// Format:
	// `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.DeleteModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.DeleteModelDeploymentMonitoringJob].

func (*DeleteModelDeploymentMonitoringJobRequest) Descriptor

func (*DeleteModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteModelDeploymentMonitoringJobRequest) GetName

func (x *DeleteModelDeploymentMonitoringJobRequest) GetName() string

func (*DeleteModelDeploymentMonitoringJobRequest) ProtoMessage

func (*DeleteModelDeploymentMonitoringJobRequest) ProtoMessage()

func (*DeleteModelDeploymentMonitoringJobRequest) ProtoReflect

func (x *DeleteModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message

func (*DeleteModelDeploymentMonitoringJobRequest) Reset

func (x *DeleteModelDeploymentMonitoringJobRequest) Reset()

func (*DeleteModelDeploymentMonitoringJobRequest) String

func (x *DeleteModelDeploymentMonitoringJobRequest) String() string

DeleteModelRequest

type DeleteModelRequest struct {

	// Required. The name of the Model resource to be deleted.
	// Format: `projects/{project}/locations/{location}/models/{model}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ModelService.DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel].

func (*DeleteModelRequest) Descriptor

func (*DeleteModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteModelRequest.ProtoReflect.Descriptor instead.

func (*DeleteModelRequest) GetName

func (x *DeleteModelRequest) GetName() string

func (*DeleteModelRequest) ProtoMessage

func (*DeleteModelRequest) ProtoMessage()

func (*DeleteModelRequest) ProtoReflect

func (x *DeleteModelRequest) ProtoReflect() protoreflect.Message

func (*DeleteModelRequest) Reset

func (x *DeleteModelRequest) Reset()

func (*DeleteModelRequest) String

func (x *DeleteModelRequest) String() string

DeleteModelVersionRequest

type DeleteModelVersionRequest struct {

	// Required. The name of the model version to be deleted, with a version ID
	// explicitly included.
	//
	// Example: `projects/{project}/locations/{location}/models/{model}@1234`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ModelService.DeleteModelVersion][google.cloud.aiplatform.v1beta1.ModelService.DeleteModelVersion].

func (*DeleteModelVersionRequest) Descriptor

func (*DeleteModelVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteModelVersionRequest.ProtoReflect.Descriptor instead.

func (*DeleteModelVersionRequest) GetName

func (x *DeleteModelVersionRequest) GetName() string

func (*DeleteModelVersionRequest) ProtoMessage

func (*DeleteModelVersionRequest) ProtoMessage()

func (*DeleteModelVersionRequest) ProtoReflect

func (x *DeleteModelVersionRequest) ProtoReflect() protoreflect.Message

func (*DeleteModelVersionRequest) Reset

func (x *DeleteModelVersionRequest) Reset()

func (*DeleteModelVersionRequest) String

func (x *DeleteModelVersionRequest) String() string

DeleteNasJobRequest

type DeleteNasJobRequest struct {

	// Required. The name of the NasJob resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/nasJobs/{nas_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [JobService.DeleteNasJob][google.cloud.aiplatform.v1beta1.JobService.DeleteNasJob].

func (*DeleteNasJobRequest) Descriptor

func (*DeleteNasJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteNasJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteNasJobRequest) GetName

func (x *DeleteNasJobRequest) GetName() string

func (*DeleteNasJobRequest) ProtoMessage

func (*DeleteNasJobRequest) ProtoMessage()

func (*DeleteNasJobRequest) ProtoReflect

func (x *DeleteNasJobRequest) ProtoReflect() protoreflect.Message

func (*DeleteNasJobRequest) Reset

func (x *DeleteNasJobRequest) Reset()

func (*DeleteNasJobRequest) String

func (x *DeleteNasJobRequest) String() string

DeleteOperationMetadata

type DeleteOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform deletes of any entities.

func (*DeleteOperationMetadata) Descriptor

func (*DeleteOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeleteOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeleteOperationMetadata) GetGenericMetadata

func (x *DeleteOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeleteOperationMetadata) ProtoMessage

func (*DeleteOperationMetadata) ProtoMessage()

func (*DeleteOperationMetadata) ProtoReflect

func (x *DeleteOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeleteOperationMetadata) Reset

func (x *DeleteOperationMetadata) Reset()

func (*DeleteOperationMetadata) String

func (x *DeleteOperationMetadata) String() string

DeletePersistentResourceRequest

type DeletePersistentResourceRequest struct {

	// Required. The name of the PersistentResource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/persistentResources/{persistent_resource}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PersistentResourceService.DeletePersistentResource][google.cloud.aiplatform.v1beta1.PersistentResourceService.DeletePersistentResource].

func (*DeletePersistentResourceRequest) Descriptor

func (*DeletePersistentResourceRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeletePersistentResourceRequest.ProtoReflect.Descriptor instead.

func (*DeletePersistentResourceRequest) GetName

func (x *DeletePersistentResourceRequest) GetName() string

func (*DeletePersistentResourceRequest) ProtoMessage

func (*DeletePersistentResourceRequest) ProtoMessage()

func (*DeletePersistentResourceRequest) ProtoReflect

func (x *DeletePersistentResourceRequest) ProtoReflect() protoreflect.Message

func (*DeletePersistentResourceRequest) Reset

func (x *DeletePersistentResourceRequest) Reset()

func (*DeletePersistentResourceRequest) String

func (x *DeletePersistentResourceRequest) String() string

DeletePipelineJobRequest

type DeletePipelineJobRequest struct {

	// Required. The name of the PipelineJob resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.DeletePipelineJob][google.cloud.aiplatform.v1beta1.PipelineService.DeletePipelineJob].

func (*DeletePipelineJobRequest) Descriptor

func (*DeletePipelineJobRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeletePipelineJobRequest.ProtoReflect.Descriptor instead.

func (*DeletePipelineJobRequest) GetName

func (x *DeletePipelineJobRequest) GetName() string

func (*DeletePipelineJobRequest) ProtoMessage

func (*DeletePipelineJobRequest) ProtoMessage()

func (*DeletePipelineJobRequest) ProtoReflect

func (x *DeletePipelineJobRequest) ProtoReflect() protoreflect.Message

func (*DeletePipelineJobRequest) Reset

func (x *DeletePipelineJobRequest) Reset()

func (*DeletePipelineJobRequest) String

func (x *DeletePipelineJobRequest) String() string

DeleteSavedQueryRequest

type DeleteSavedQueryRequest struct {

	// Required. The resource name of the SavedQuery to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.DeleteSavedQuery][google.cloud.aiplatform.v1beta1.DatasetService.DeleteSavedQuery].

func (*DeleteSavedQueryRequest) Descriptor

func (*DeleteSavedQueryRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteSavedQueryRequest.ProtoReflect.Descriptor instead.

func (*DeleteSavedQueryRequest) GetName

func (x *DeleteSavedQueryRequest) GetName() string

func (*DeleteSavedQueryRequest) ProtoMessage

func (*DeleteSavedQueryRequest) ProtoMessage()

func (*DeleteSavedQueryRequest) ProtoReflect

func (x *DeleteSavedQueryRequest) ProtoReflect() protoreflect.Message

func (*DeleteSavedQueryRequest) Reset

func (x *DeleteSavedQueryRequest) Reset()

func (*DeleteSavedQueryRequest) String

func (x *DeleteSavedQueryRequest) String() string

DeleteScheduleRequest

type DeleteScheduleRequest struct {

	// Required. The name of the Schedule resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/schedules/{schedule}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ScheduleService.DeleteSchedule][google.cloud.aiplatform.v1beta1.ScheduleService.DeleteSchedule].

func (*DeleteScheduleRequest) Descriptor

func (*DeleteScheduleRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteScheduleRequest.ProtoReflect.Descriptor instead.

func (*DeleteScheduleRequest) GetName

func (x *DeleteScheduleRequest) GetName() string

func (*DeleteScheduleRequest) ProtoMessage

func (*DeleteScheduleRequest) ProtoMessage()

func (*DeleteScheduleRequest) ProtoReflect

func (x *DeleteScheduleRequest) ProtoReflect() protoreflect.Message

func (*DeleteScheduleRequest) Reset

func (x *DeleteScheduleRequest) Reset()

func (*DeleteScheduleRequest) String

func (x *DeleteScheduleRequest) String() string

DeleteSpecialistPoolRequest

type DeleteSpecialistPoolRequest struct {

	// Required. The resource name of the SpecialistPool to delete. Format:
	// `projects/{project}/locations/{location}/specialistPools/{specialist_pool}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// If set to true, any specialist managers in this SpecialistPool will also be
	// deleted. (Otherwise, the request will only work if the SpecialistPool has
	// no specialist managers.)
	Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
	// contains filtered or unexported fields
}

Request message for [SpecialistPoolService.DeleteSpecialistPool][google.cloud.aiplatform.v1beta1.SpecialistPoolService.DeleteSpecialistPool].

func (*DeleteSpecialistPoolRequest) Descriptor

func (*DeleteSpecialistPoolRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteSpecialistPoolRequest.ProtoReflect.Descriptor instead.

func (*DeleteSpecialistPoolRequest) GetForce

func (x *DeleteSpecialistPoolRequest) GetForce() bool

func (*DeleteSpecialistPoolRequest) GetName

func (x *DeleteSpecialistPoolRequest) GetName() string

func (*DeleteSpecialistPoolRequest) ProtoMessage

func (*DeleteSpecialistPoolRequest) ProtoMessage()

func (*DeleteSpecialistPoolRequest) ProtoReflect

func (x *DeleteSpecialistPoolRequest) ProtoReflect() protoreflect.Message

func (*DeleteSpecialistPoolRequest) Reset

func (x *DeleteSpecialistPoolRequest) Reset()

func (*DeleteSpecialistPoolRequest) String

func (x *DeleteSpecialistPoolRequest) String() string

DeleteStudyRequest

type DeleteStudyRequest struct {

	// Required. The name of the Study resource to be deleted.
	// Format: `projects/{project}/locations/{location}/studies/{study}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.DeleteStudy][google.cloud.aiplatform.v1beta1.VizierService.DeleteStudy].

func (*DeleteStudyRequest) Descriptor

func (*DeleteStudyRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteStudyRequest.ProtoReflect.Descriptor instead.

func (*DeleteStudyRequest) GetName

func (x *DeleteStudyRequest) GetName() string

func (*DeleteStudyRequest) ProtoMessage

func (*DeleteStudyRequest) ProtoMessage()

func (*DeleteStudyRequest) ProtoReflect

func (x *DeleteStudyRequest) ProtoReflect() protoreflect.Message

func (*DeleteStudyRequest) Reset

func (x *DeleteStudyRequest) Reset()

func (*DeleteStudyRequest) String

func (x *DeleteStudyRequest) String() string

DeleteTensorboardExperimentRequest

type DeleteTensorboardExperimentRequest struct {

	// Required. The name of the TensorboardExperiment to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboardExperiment][google.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboardExperiment].

func (*DeleteTensorboardExperimentRequest) Descriptor

func (*DeleteTensorboardExperimentRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardExperimentRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardExperimentRequest) GetName

func (x *DeleteTensorboardExperimentRequest) GetName() string

func (*DeleteTensorboardExperimentRequest) ProtoMessage

func (*DeleteTensorboardExperimentRequest) ProtoMessage()

func (*DeleteTensorboardExperimentRequest) ProtoReflect

func (x *DeleteTensorboardExperimentRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardExperimentRequest) Reset

func (x *DeleteTensorboardExperimentRequest) Reset()

func (*DeleteTensorboardExperimentRequest) String

func (x *DeleteTensorboardExperimentRequest) String() string

DeleteTensorboardRequest

type DeleteTensorboardRequest struct {

	// Required. The name of the Tensorboard to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboard][google.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboard].

func (*DeleteTensorboardRequest) Descriptor

func (*DeleteTensorboardRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardRequest) GetName

func (x *DeleteTensorboardRequest) GetName() string

func (*DeleteTensorboardRequest) ProtoMessage

func (*DeleteTensorboardRequest) ProtoMessage()

func (*DeleteTensorboardRequest) ProtoReflect

func (x *DeleteTensorboardRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardRequest) Reset

func (x *DeleteTensorboardRequest) Reset()

func (*DeleteTensorboardRequest) String

func (x *DeleteTensorboardRequest) String() string

DeleteTensorboardRunRequest

type DeleteTensorboardRunRequest struct {

	// Required. The name of the TensorboardRun to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboardRun][google.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboardRun].

func (*DeleteTensorboardRunRequest) Descriptor

func (*DeleteTensorboardRunRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardRunRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardRunRequest) GetName

func (x *DeleteTensorboardRunRequest) GetName() string

func (*DeleteTensorboardRunRequest) ProtoMessage

func (*DeleteTensorboardRunRequest) ProtoMessage()

func (*DeleteTensorboardRunRequest) ProtoReflect

func (x *DeleteTensorboardRunRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardRunRequest) Reset

func (x *DeleteTensorboardRunRequest) Reset()

func (*DeleteTensorboardRunRequest) String

func (x *DeleteTensorboardRunRequest) String() string

DeleteTensorboardTimeSeriesRequest

type DeleteTensorboardTimeSeriesRequest struct {

	// Required. The name of the TensorboardTimeSeries to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboardTimeSeries][google.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboardTimeSeries].

func (*DeleteTensorboardTimeSeriesRequest) Descriptor

func (*DeleteTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardTimeSeriesRequest) GetName

func (x *DeleteTensorboardTimeSeriesRequest) GetName() string

func (*DeleteTensorboardTimeSeriesRequest) ProtoMessage

func (*DeleteTensorboardTimeSeriesRequest) ProtoMessage()

func (*DeleteTensorboardTimeSeriesRequest) ProtoReflect

func (x *DeleteTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardTimeSeriesRequest) Reset

func (x *DeleteTensorboardTimeSeriesRequest) Reset()

func (*DeleteTensorboardTimeSeriesRequest) String

func (x *DeleteTensorboardTimeSeriesRequest) String() string

DeleteTrainingPipelineRequest

type DeleteTrainingPipelineRequest struct {

	// Required. The name of the TrainingPipeline resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PipelineService.DeleteTrainingPipeline][google.cloud.aiplatform.v1beta1.PipelineService.DeleteTrainingPipeline].

func (*DeleteTrainingPipelineRequest) Descriptor

func (*DeleteTrainingPipelineRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTrainingPipelineRequest.ProtoReflect.Descriptor instead.

func (*DeleteTrainingPipelineRequest) GetName

func (x *DeleteTrainingPipelineRequest) GetName() string

func (*DeleteTrainingPipelineRequest) ProtoMessage

func (*DeleteTrainingPipelineRequest) ProtoMessage()

func (*DeleteTrainingPipelineRequest) ProtoReflect

func (x *DeleteTrainingPipelineRequest) ProtoReflect() protoreflect.Message

func (*DeleteTrainingPipelineRequest) Reset

func (x *DeleteTrainingPipelineRequest) Reset()

func (*DeleteTrainingPipelineRequest) String

func (x *DeleteTrainingPipelineRequest) String() string

DeleteTrialRequest

type DeleteTrialRequest struct {

	// Required. The Trial's name.
	// Format:
	// `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [VizierService.DeleteTrial][google.cloud.aiplatform.v1beta1.VizierService.DeleteTrial].

func (*DeleteTrialRequest) Descriptor

func (*DeleteTrialRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTrialRequest.ProtoReflect.Descriptor instead.

func (*DeleteTrialRequest) GetName

func (x *DeleteTrialRequest) GetName() string

func (*DeleteTrialRequest) ProtoMessage

func (*DeleteTrialRequest) ProtoMessage()

func (*DeleteTrialRequest) ProtoReflect

func (x *DeleteTrialRequest) ProtoReflect() protoreflect.Message

func (*DeleteTrialRequest) Reset

func (x *DeleteTrialRequest) Reset()

func (*DeleteTrialRequest) String

func (x *DeleteTrialRequest) String() string

DeployIndexOperationMetadata

type DeployIndexOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// The unique index id specified by user
	DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [IndexEndpointService.DeployIndex][google.cloud.aiplatform.v1beta1.IndexEndpointService.DeployIndex].

func (*DeployIndexOperationMetadata) Descriptor

func (*DeployIndexOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeployIndexOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeployIndexOperationMetadata) GetDeployedIndexId

func (x *DeployIndexOperationMetadata) GetDeployedIndexId() string

func (*DeployIndexOperationMetadata) GetGenericMetadata

func (x *DeployIndexOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeployIndexOperationMetadata) ProtoMessage

func (*DeployIndexOperationMetadata) ProtoMessage()

func (*DeployIndexOperationMetadata) ProtoReflect

func (x *DeployIndexOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeployIndexOperationMetadata) Reset

func (x *DeployIndexOperationMetadata) Reset()

func (*DeployIndexOperationMetadata) String

func (x *DeployIndexOperationMetadata) String() string

DeployIndexRequest

type DeployIndexRequest struct {

	// Required. The name of the IndexEndpoint resource into which to deploy an
	// Index. Format:
	// `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}`
	IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"`
	// Required. The DeployedIndex to be created within the IndexEndpoint.
	DeployedIndex *DeployedIndex `protobuf:"bytes,2,opt,name=deployed_index,json=deployedIndex,proto3" json:"deployed_index,omitempty"`
	// contains filtered or unexported fields
}

Request message for [IndexEndpointService.DeployIndex][google.cloud.aiplatform.v1beta1.IndexEndpointService.DeployIndex].

func (*DeployIndexRequest) Descriptor

func (*DeployIndexRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeployIndexRequest.ProtoReflect.Descriptor instead.

func (*DeployIndexRequest) GetDeployedIndex

func (x *DeployIndexRequest) GetDeployedIndex() *DeployedIndex

func (*DeployIndexRequest) GetIndexEndpoint

func (x *DeployIndexRequest) GetIndexEndpoint() string

func (*DeployIndexRequest) ProtoMessage

func (*DeployIndexRequest) ProtoMessage()

func (*DeployIndexRequest) ProtoReflect

func (x *DeployIndexRequest) ProtoReflect() protoreflect.Message

func (*DeployIndexRequest) Reset

func (x *DeployIndexRequest) Reset()

func (*DeployIndexRequest) String

func (x *DeployIndexRequest) String() string

DeployIndexResponse

type DeployIndexResponse struct {

	// The DeployedIndex that had been deployed in the IndexEndpoint.
	DeployedIndex *DeployedIndex `protobuf:"bytes,1,opt,name=deployed_index,json=deployedIndex,proto3" json:"deployed_index,omitempty"`
	// contains filtered or unexported fields
}

Response message for [IndexEndpointService.DeployIndex][google.cloud.aiplatform.v1beta1.IndexEndpointService.DeployIndex].

func (*DeployIndexResponse) Descriptor

func (*DeployIndexResponse) Descriptor() ([]byte, []int)

Deprecated: Use DeployIndexResponse.ProtoReflect.Descriptor instead.

func (*DeployIndexResponse) GetDeployedIndex

func (x *DeployIndexResponse) GetDeployedIndex() *DeployedIndex

func (*DeployIndexResponse) ProtoMessage

func (*DeployIndexResponse) ProtoMessage()

func (*DeployIndexResponse) ProtoReflect

func (x *DeployIndexResponse) ProtoReflect() protoreflect.Message

func (*DeployIndexResponse) Reset

func (x *DeployIndexResponse) Reset()

func (*DeployIndexResponse) String

func (x *DeployIndexResponse) String() string

DeployModelOperationMetadata

type DeployModelOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [EndpointService.DeployModel][google.cloud.aiplatform.v1beta1.EndpointService.DeployModel].

func (*DeployModelOperationMetadata) Descriptor

func (*DeployModelOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeployModelOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeployModelOperationMetadata) GetGenericMetadata

func (x *DeployModelOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeployModelOperationMetadata) ProtoMessage

func (*DeployModelOperationMetadata) ProtoMessage()

func (*DeployModelOperationMetadata) ProtoReflect

func (x *DeployModelOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeployModelOperationMetadata) Reset

func (x *DeployModelOperationMetadata) Reset()

func (*DeployModelOperationMetadata) String

func (x *DeployModelOperationMetadata) String() string

DeployModelRequest

type DeployModelRequest struct {
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`

	DeployedModel *DeployedModel `protobuf:"bytes,2,opt,name=deployed_model,json=deployedModel,proto3" json:"deployed_model,omitempty"`

	TrafficSplit map[string]int32 "" /* 186 byte string literal not displayed */

}

Request message for [EndpointService.DeployModel][google.cloud.aiplatform.v1beta1.EndpointService.DeployModel].

func (*DeployModelRequest) Descriptor

func (*DeployModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeployModelRequest.ProtoReflect.Descriptor instead.

func (*DeployModelRequest) GetDeployedModel

func (x *DeployModelRequest) GetDeployedModel() *DeployedModel

func (*DeployModelRequest) GetEndpoint

func (x *DeployModelRequest) GetEndpoint() string

func (*DeployModelRequest) GetTrafficSplit

func (x *DeployModelRequest) GetTrafficSplit() map[string]int32

func (*DeployModelRequest) ProtoMessage

func (*DeployModelRequest) ProtoMessage()

func (*DeployModelRequest) ProtoReflect

func (x *DeployModelRequest) ProtoReflect() protoreflect.Message

func (*DeployModelRequest) Reset

func (x *DeployModelRequest) Reset()

func (*DeployModelRequest) String

func (x *DeployModelRequest) String() string

DeployModelResponse

type DeployModelResponse struct {

	// The DeployedModel that had been deployed in the Endpoint.
	DeployedModel *DeployedModel `protobuf:"bytes,1,opt,name=deployed_model,json=deployedModel,proto3" json:"deployed_model,omitempty"`
	// contains filtered or unexported fields
}

Response message for [EndpointService.DeployModel][google.cloud.aiplatform.v1beta1.EndpointService.DeployModel].

func (*DeployModelResponse) Descriptor

func (*DeployModelResponse) Descriptor() ([]byte, []int)

Deprecated: Use DeployModelResponse.ProtoReflect.Descriptor instead.

func (*DeployModelResponse) GetDeployedModel

func (x *DeployModelResponse) GetDeployedModel() *DeployedModel

func (*DeployModelResponse) ProtoMessage

func (*DeployModelResponse) ProtoMessage()

func (*DeployModelResponse) ProtoReflect

func (x *DeployModelResponse) ProtoReflect() protoreflect.Message

func (*DeployModelResponse) Reset

func (x *DeployModelResponse) Reset()

func (*DeployModelResponse) String

func (x *DeployModelResponse) String() string

DeployedIndex

type DeployedIndex struct {
	Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`

	Index string `protobuf:"bytes,2,opt,name=index,proto3" json:"index,omitempty"`

	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	PrivateEndpoints *IndexPrivateEndpoints `protobuf:"bytes,5,opt,name=private_endpoints,json=privateEndpoints,proto3" json:"private_endpoints,omitempty"`

	IndexSyncTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=index_sync_time,json=indexSyncTime,proto3" json:"index_sync_time,omitempty"`

	AutomaticResources *AutomaticResources `protobuf:"bytes,7,opt,name=automatic_resources,json=automaticResources,proto3" json:"automatic_resources,omitempty"`

	DedicatedResources *DedicatedResources `protobuf:"bytes,16,opt,name=dedicated_resources,json=dedicatedResources,proto3" json:"dedicated_resources,omitempty"`

	EnableAccessLogging bool `protobuf:"varint,8,opt,name=enable_access_logging,json=enableAccessLogging,proto3" json:"enable_access_logging,omitempty"`

	DeployedIndexAuthConfig *DeployedIndexAuthConfig "" /* 134 byte string literal not displayed */

	ReservedIpRanges []string `protobuf:"bytes,10,rep,name=reserved_ip_ranges,json=reservedIpRanges,proto3" json:"reserved_ip_ranges,omitempty"`

	DeploymentGroup string `protobuf:"bytes,11,opt,name=deployment_group,json=deploymentGroup,proto3" json:"deployment_group,omitempty"`

}

A deployment of an Index. IndexEndpoints contain one or more DeployedIndexes.

func (*DeployedIndex) Descriptor

func (*DeployedIndex) Descriptor() ([]byte, []int)

Deprecated: Use DeployedIndex.ProtoReflect.Descriptor instead.

func (*DeployedIndex) GetAutomaticResources

func (x *DeployedIndex) GetAutomaticResources() *AutomaticResources

func (*DeployedIndex) GetCreateTime

func (x *DeployedIndex) GetCreateTime() *timestamppb.Timestamp

func (*DeployedIndex) GetDedicatedResources

func (x *DeployedIndex) GetDedicatedResources() *DedicatedResources

func (*DeployedIndex) GetDeployedIndexAuthConfig

func (x *DeployedIndex) GetDeployedIndexAuthConfig() *DeployedIndexAuthConfig

func (*DeployedIndex) GetDeploymentGroup

func (x *DeployedIndex) GetDeploymentGroup() string

func (*DeployedIndex) GetDisplayName

func (x *DeployedIndex) GetDisplayName() string

func (*DeployedIndex) GetEnableAccessLogging

func (x *DeployedIndex) GetEnableAccessLogging() bool

func (*DeployedIndex) GetId

func (x *DeployedIndex) GetId() string

func (*DeployedIndex) GetIndex

func (x *DeployedIndex) GetIndex() string

func (*DeployedIndex) GetIndexSyncTime

func (x *DeployedIndex) GetIndexSyncTime() *timestamppb.Timestamp

func (*DeployedIndex) GetPrivateEndpoints

func (x *DeployedIndex) GetPrivateEndpoints() *IndexPrivateEndpoints

func (*DeployedIndex) GetReservedIpRanges

func (x *DeployedIndex) GetReservedIpRanges() []string

func (*DeployedIndex) ProtoMessage

func (*DeployedIndex) ProtoMessage()

func (*DeployedIndex) ProtoReflect

func (x *DeployedIndex) ProtoReflect() protoreflect.Message

func (*DeployedIndex) Reset

func (x *DeployedIndex) Reset()

func (*DeployedIndex) String

func (x *DeployedIndex) String() string

DeployedIndexAuthConfig

type DeployedIndexAuthConfig struct {

	// Defines the authentication provider that the DeployedIndex uses.
	AuthProvider *DeployedIndexAuthConfig_AuthProvider `protobuf:"bytes,1,opt,name=auth_provider,json=authProvider,proto3" json:"auth_provider,omitempty"`
	// contains filtered or unexported fields
}

Used to set up the auth on the DeployedIndex's private endpoint.

func (*DeployedIndexAuthConfig) Descriptor

func (*DeployedIndexAuthConfig) Descriptor() ([]byte, []int)

Deprecated: Use DeployedIndexAuthConfig.ProtoReflect.Descriptor instead.

func (*DeployedIndexAuthConfig) GetAuthProvider

func (x *DeployedIndexAuthConfig) GetAuthProvider() *DeployedIndexAuthConfig_AuthProvider

func (*DeployedIndexAuthConfig) ProtoMessage

func (*DeployedIndexAuthConfig) ProtoMessage()

func (*DeployedIndexAuthConfig) ProtoReflect

func (x *DeployedIndexAuthConfig) ProtoReflect() protoreflect.Message

func (*DeployedIndexAuthConfig) Reset

func (x *DeployedIndexAuthConfig) Reset()

func (*DeployedIndexAuthConfig) String

func (x *DeployedIndexAuthConfig) String() string

DeployedIndexAuthConfig_AuthProvider

type DeployedIndexAuthConfig_AuthProvider struct {

	// The list of JWT
	// [audiences](https://tools.ietf.org/html/draft-ietf-oauth-json-web-token-32#section-4.1.3).
	// that are allowed to access. A JWT containing any of these audiences will
	// be accepted.
	Audiences []string `protobuf:"bytes,1,rep,name=audiences,proto3" json:"audiences,omitempty"`
	// A list of allowed JWT issuers. Each entry must be a valid Google
	// service account, in the following format:
	//
	// `[e-mail]`
	AllowedIssuers []string `protobuf:"bytes,2,rep,name=allowed_issuers,json=allowedIssuers,proto3" json:"allowed_issuers,omitempty"`
	// contains filtered or unexported fields
}

Configuration for an authentication provider, including support for JSON Web Token (JWT).

func (*DeployedIndexAuthConfig_AuthProvider) Descriptor

func (*DeployedIndexAuthConfig_AuthProvider) Descriptor() ([]byte, []int)

Deprecated: Use DeployedIndexAuthConfig_AuthProvider.ProtoReflect.Descriptor instead.

func (*DeployedIndexAuthConfig_AuthProvider) GetAllowedIssuers

func (x *DeployedIndexAuthConfig_AuthProvider) GetAllowedIssuers() []string

func (*DeployedIndexAuthConfig_AuthProvider) GetAudiences

func (x *DeployedIndexAuthConfig_AuthProvider) GetAudiences() []string

func (*DeployedIndexAuthConfig_AuthProvider) ProtoMessage

func (*DeployedIndexAuthConfig_AuthProvider) ProtoMessage()

func (*DeployedIndexAuthConfig_AuthProvider) ProtoReflect

func (x *DeployedIndexAuthConfig_AuthProvider) ProtoReflect() protoreflect.Message

func (*DeployedIndexAuthConfig_AuthProvider) Reset

func (x *DeployedIndexAuthConfig_AuthProvider) Reset()

func (*DeployedIndexAuthConfig_AuthProvider) String

func (x *DeployedIndexAuthConfig_AuthProvider) String() string

DeployedIndexRef

type DeployedIndexRef struct {

	// Immutable. A resource name of the IndexEndpoint.
	IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"`
	// Immutable. The ID of the DeployedIndex in the above IndexEndpoint.
	DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"`
	// Output only. The display name of the DeployedIndex.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

Points to a DeployedIndex.

func (*DeployedIndexRef) Descriptor

func (*DeployedIndexRef) Descriptor() ([]byte, []int)

Deprecated: Use DeployedIndexRef.ProtoReflect.Descriptor instead.

func (*DeployedIndexRef) GetDeployedIndexId

func (x *DeployedIndexRef) GetDeployedIndexId() string

func (*DeployedIndexRef) GetDisplayName

func (x *DeployedIndexRef) GetDisplayName() string

func (*DeployedIndexRef) GetIndexEndpoint

func (x *DeployedIndexRef) GetIndexEndpoint() string

func (*DeployedIndexRef) ProtoMessage

func (*DeployedIndexRef) ProtoMessage()

func (*DeployedIndexRef) ProtoReflect

func (x *DeployedIndexRef) ProtoReflect() protoreflect.Message

func (*DeployedIndexRef) Reset

func (x *DeployedIndexRef) Reset()

func (*DeployedIndexRef) String

func (x *DeployedIndexRef) String() string

DeployedModel

type DeployedModel struct {
	PredictionResources isDeployedModel_PredictionResources `protobuf_oneof:"prediction_resources"`

	Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`

	Model string `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`

	ModelVersionId string `protobuf:"bytes,18,opt,name=model_version_id,json=modelVersionId,proto3" json:"model_version_id,omitempty"`

	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	ExplanationSpec *ExplanationSpec `protobuf:"bytes,9,opt,name=explanation_spec,json=explanationSpec,proto3" json:"explanation_spec,omitempty"`

	DisableExplanations bool `protobuf:"varint,19,opt,name=disable_explanations,json=disableExplanations,proto3" json:"disable_explanations,omitempty"`

	ServiceAccount string `protobuf:"bytes,11,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"`

	EnableContainerLogging bool "" /* 131 byte string literal not displayed */

	EnableAccessLogging bool `protobuf:"varint,13,opt,name=enable_access_logging,json=enableAccessLogging,proto3" json:"enable_access_logging,omitempty"`

	PrivateEndpoints *PrivateEndpoints `protobuf:"bytes,14,opt,name=private_endpoints,json=privateEndpoints,proto3" json:"private_endpoints,omitempty"`

}

A deployment of a Model. Endpoints contain one or more DeployedModels.

func (*DeployedModel) Descriptor

func (*DeployedModel) Descriptor() ([]byte, []int)

Deprecated: Use DeployedModel.ProtoReflect.Descriptor instead.

func (*DeployedModel) GetAutomaticResources

func (x *DeployedModel) GetAutomaticResources() *AutomaticResources

func (*DeployedModel) GetCreateTime

func (x *DeployedModel) GetCreateTime() *timestamppb.Timestamp

func (*DeployedModel) GetDedicatedResources

func (x *DeployedModel) GetDedicatedResources() *DedicatedResources

func (*DeployedModel) GetDisableExplanations

func (x *DeployedModel) GetDisableExplanations() bool

func (*DeployedModel) GetDisplayName

func (x *DeployedModel) GetDisplayName() string

func (*DeployedModel) GetEnableAccessLogging

func (x *DeployedModel) GetEnableAccessLogging() bool

func (*DeployedModel) GetEnableContainerLogging

func (x *DeployedModel) GetEnableContainerLogging() bool

func (*DeployedModel) GetExplanationSpec

func (x *DeployedModel) GetExplanationSpec() *ExplanationSpec

func (*DeployedModel) GetId

func (x *DeployedModel) GetId() string

func (*DeployedModel) GetModel

func (x *DeployedModel) GetModel() string

func (*DeployedModel) GetModelVersionId

func (x *DeployedModel) GetModelVersionId() string

func (*DeployedModel) GetPredictionResources

func (m *DeployedModel) GetPredictionResources() isDeployedModel_PredictionResources

func (*DeployedModel) GetPrivateEndpoints

func (x *DeployedModel) GetPrivateEndpoints() *PrivateEndpoints

func (*DeployedModel) GetServiceAccount

func (x *DeployedModel) GetServiceAccount() string

func (*DeployedModel) GetSharedResources

func (x *DeployedModel) GetSharedResources() string

func (*DeployedModel) ProtoMessage

func (*DeployedModel) ProtoMessage()

func (*DeployedModel) ProtoReflect

func (x *DeployedModel) ProtoReflect() protoreflect.Message

func (*DeployedModel) Reset

func (x *DeployedModel) Reset()

func (*DeployedModel) String

func (x *DeployedModel) String() string

DeployedModelRef

type DeployedModelRef struct {

	// Immutable. A resource name of an Endpoint.
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Immutable. An ID of a DeployedModel in the above Endpoint.
	DeployedModelId string `protobuf:"bytes,2,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"`
	// contains filtered or unexported fields
}

Points to a DeployedModel.

func (*DeployedModelRef) Descriptor

func (*DeployedModelRef) Descriptor() ([]byte, []int)

Deprecated: Use DeployedModelRef.ProtoReflect.Descriptor instead.

func (*DeployedModelRef) GetDeployedModelId

func (x *DeployedModelRef) GetDeployedModelId() string

func (*DeployedModelRef) GetEndpoint

func (x *DeployedModelRef) GetEndpoint() string

func (*DeployedModelRef) ProtoMessage

func (*DeployedModelRef) ProtoMessage()

func (*DeployedModelRef) ProtoReflect

func (x *DeployedModelRef) ProtoReflect() protoreflect.Message

func (*DeployedModelRef) Reset

func (x *DeployedModelRef) Reset()

func (*DeployedModelRef) String

func (x *DeployedModelRef) String() string

DeployedModel_AutomaticResources

type DeployedModel_AutomaticResources struct {
	// A description of resources that to large degree are decided by Vertex
	// AI, and require only a modest additional configuration.
	AutomaticResources *AutomaticResources `protobuf:"bytes,8,opt,name=automatic_resources,json=automaticResources,proto3,oneof"`
}

DeployedModel_DedicatedResources

type DeployedModel_DedicatedResources struct {
	// A description of resources that are dedicated to the DeployedModel, and
	// that need a higher degree of manual configuration.
	DedicatedResources *DedicatedResources `protobuf:"bytes,7,opt,name=dedicated_resources,json=dedicatedResources,proto3,oneof"`
}

DeployedModel_SharedResources

type DeployedModel_SharedResources struct {
	// The resource name of the shared DeploymentResourcePool to deploy on.
	// Format:
	// `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
	SharedResources string `protobuf:"bytes,17,opt,name=shared_resources,json=sharedResources,proto3,oneof"`
}

DeploymentResourcePool

type DeploymentResourcePool struct {

	// Immutable. The resource name of the DeploymentResourcePool.
	// Format:
	// `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The underlying DedicatedResources that the DeploymentResourcePool
	// uses.
	DedicatedResources *DedicatedResources `protobuf:"bytes,2,opt,name=dedicated_resources,json=dedicatedResources,proto3" json:"dedicated_resources,omitempty"`
	// Output only. Timestamp when this DeploymentResourcePool was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// contains filtered or unexported fields
}

A description of resources that can be shared by multiple DeployedModels, whose underlying specification consists of a DedicatedResources.

func (*DeploymentResourcePool) Descriptor

func (*DeploymentResourcePool) Descriptor() ([]byte, []int)

Deprecated: Use DeploymentResourcePool.ProtoReflect.Descriptor instead.

func (*DeploymentResourcePool) GetCreateTime

func (x *DeploymentResourcePool) GetCreateTime() *timestamppb.Timestamp

func (*DeploymentResourcePool) GetDedicatedResources

func (x *DeploymentResourcePool) GetDedicatedResources() *DedicatedResources

func (*DeploymentResourcePool) GetName

func (x *DeploymentResourcePool) GetName() string

func (*DeploymentResourcePool) ProtoMessage

func (*DeploymentResourcePool) ProtoMessage()

func (*DeploymentResourcePool) ProtoReflect

func (x *DeploymentResourcePool) ProtoReflect() protoreflect.Message

func (*DeploymentResourcePool) Reset

func (x *DeploymentResourcePool) Reset()

func (*DeploymentResourcePool) String

func (x *DeploymentResourcePool) String() string

DeploymentResourcePoolServiceClient

type DeploymentResourcePoolServiceClient interface {
	// Create a DeploymentResourcePool.
	CreateDeploymentResourcePool(ctx context.Context, in *CreateDeploymentResourcePoolRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Get a DeploymentResourcePool.
	GetDeploymentResourcePool(ctx context.Context, in *GetDeploymentResourcePoolRequest, opts ...grpc.CallOption) (*DeploymentResourcePool, error)
	// List DeploymentResourcePools in a location.
	ListDeploymentResourcePools(ctx context.Context, in *ListDeploymentResourcePoolsRequest, opts ...grpc.CallOption) (*ListDeploymentResourcePoolsResponse, error)
	// Delete a DeploymentResourcePool.
	DeleteDeploymentResourcePool(ctx context.Context, in *DeleteDeploymentResourcePoolRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// List DeployedModels that have been deployed on this DeploymentResourcePool.
	QueryDeployedModels(ctx context.Context, in *QueryDeployedModelsRequest, opts ...grpc.CallOption) (*QueryDeployedModelsResponse, error)
}

DeploymentResourcePoolServiceClient is the client API for DeploymentResourcePoolService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewDeploymentResourcePoolServiceClient

func NewDeploymentResourcePoolServiceClient(cc grpc.ClientConnInterface) DeploymentResourcePoolServiceClient

DeploymentResourcePoolServiceServer

type DeploymentResourcePoolServiceServer interface {
	// Create a DeploymentResourcePool.
	CreateDeploymentResourcePool(context.Context, *CreateDeploymentResourcePoolRequest) (*longrunningpb.Operation, error)
	// Get a DeploymentResourcePool.
	GetDeploymentResourcePool(context.Context, *GetDeploymentResourcePoolRequest) (*DeploymentResourcePool, error)
	// List DeploymentResourcePools in a location.
	ListDeploymentResourcePools(context.Context, *ListDeploymentResourcePoolsRequest) (*ListDeploymentResourcePoolsResponse, error)
	// Delete a DeploymentResourcePool.
	DeleteDeploymentResourcePool(context.Context, *DeleteDeploymentResourcePoolRequest) (*longrunningpb.Operation, error)
	// List DeployedModels that have been deployed on this DeploymentResourcePool.
	QueryDeployedModels(context.Context, *QueryDeployedModelsRequest) (*QueryDeployedModelsResponse, error)
}

DeploymentResourcePoolServiceServer is the server API for DeploymentResourcePoolService service.

DestinationFeatureSetting

type DestinationFeatureSetting struct {

	// Required. The ID of the Feature to apply the setting to.
	FeatureId string `protobuf:"bytes,1,opt,name=feature_id,json=featureId,proto3" json:"feature_id,omitempty"`
	// Specify the field name in the export destination. If not specified,
	// Feature ID is used.
	DestinationField string `protobuf:"bytes,2,opt,name=destination_field,json=destinationField,proto3" json:"destination_field,omitempty"`
	// contains filtered or unexported fields
}

func (*DestinationFeatureSetting) Descriptor

func (*DestinationFeatureSetting) Descriptor() ([]byte, []int)

Deprecated: Use DestinationFeatureSetting.ProtoReflect.Descriptor instead.

func (*DestinationFeatureSetting) GetDestinationField

func (x *DestinationFeatureSetting) GetDestinationField() string

func (*DestinationFeatureSetting) GetFeatureId

func (x *DestinationFeatureSetting) GetFeatureId() string

func (*DestinationFeatureSetting) ProtoMessage

func (*DestinationFeatureSetting) ProtoMessage()

func (*DestinationFeatureSetting) ProtoReflect

func (x *DestinationFeatureSetting) ProtoReflect() protoreflect.Message

func (*DestinationFeatureSetting) Reset

func (x *DestinationFeatureSetting) Reset()

func (*DestinationFeatureSetting) String

func (x *DestinationFeatureSetting) String() string

DirectPredictRequest

type DirectPredictRequest struct {

	// Required. The name of the Endpoint requested to serve the prediction.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// The prediction input.
	Inputs []*Tensor `protobuf:"bytes,2,rep,name=inputs,proto3" json:"inputs,omitempty"`
	// The parameters that govern the prediction.
	Parameters *Tensor `protobuf:"bytes,3,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PredictionService.DirectPredict][google.cloud.aiplatform.v1beta1.PredictionService.DirectPredict].

func (*DirectPredictRequest) Descriptor

func (*DirectPredictRequest) Descriptor() ([]byte, []int)

Deprecated: Use DirectPredictRequest.ProtoReflect.Descriptor instead.

func (*DirectPredictRequest) GetEndpoint

func (x *DirectPredictRequest) GetEndpoint() string

func (*DirectPredictRequest) GetInputs

func (x *DirectPredictRequest) GetInputs() []*Tensor

func (*DirectPredictRequest) GetParameters

func (x *DirectPredictRequest) GetParameters() *Tensor

func (*DirectPredictRequest) ProtoMessage

func (*DirectPredictRequest) ProtoMessage()

func (*DirectPredictRequest) ProtoReflect

func (x *DirectPredictRequest) ProtoReflect() protoreflect.Message

func (*DirectPredictRequest) Reset

func (x *DirectPredictRequest) Reset()

func (*DirectPredictRequest) String

func (x *DirectPredictRequest) String() string

DirectPredictResponse

type DirectPredictResponse struct {

	// The prediction output.
	Outputs []*Tensor `protobuf:"bytes,1,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// The parameters that govern the prediction.
	Parameters *Tensor `protobuf:"bytes,2,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// contains filtered or unexported fields
}

Response message for [PredictionService.DirectPredict][google.cloud.aiplatform.v1beta1.PredictionService.DirectPredict].

func (*DirectPredictResponse) Descriptor

func (*DirectPredictResponse) Descriptor() ([]byte, []int)

Deprecated: Use DirectPredictResponse.ProtoReflect.Descriptor instead.

func (*DirectPredictResponse) GetOutputs

func (x *DirectPredictResponse) GetOutputs() []*Tensor

func (*DirectPredictResponse) GetParameters

func (x *DirectPredictResponse) GetParameters() *Tensor

func (*DirectPredictResponse) ProtoMessage

func (*DirectPredictResponse) ProtoMessage()

func (*DirectPredictResponse) ProtoReflect

func (x *DirectPredictResponse) ProtoReflect() protoreflect.Message

func (*DirectPredictResponse) Reset

func (x *DirectPredictResponse) Reset()

func (*DirectPredictResponse) String

func (x *DirectPredictResponse) String() string

DirectRawPredictRequest

type DirectRawPredictRequest struct {

	// Required. The name of the Endpoint requested to serve the prediction.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Fully qualified name of the API method being invoked to perform
	// predictions.
	//
	// Format:
	// `/namespace.Service/Method/`
	// Example:
	// `/tensorflow.serving.PredictionService/Predict`
	MethodName string `protobuf:"bytes,2,opt,name=method_name,json=methodName,proto3" json:"method_name,omitempty"`
	// The prediction input.
	Input []byte `protobuf:"bytes,3,opt,name=input,proto3" json:"input,omitempty"`
	// contains filtered or unexported fields
}

Request message for [PredictionService.DirectRawPredict][google.cloud.aiplatform.v1beta1.PredictionService.DirectRawPredict].

func (*DirectRawPredictRequest) Descriptor

func (*DirectRawPredictRequest) Descriptor() ([]byte, []int)

Deprecated: Use DirectRawPredictRequest.ProtoReflect.Descriptor instead.

func (*DirectRawPredictRequest) GetEndpoint

func (x *DirectRawPredictRequest) GetEndpoint() string

func (*DirectRawPredictRequest) GetInput

func (x *DirectRawPredictRequest) GetInput() []byte

func (*DirectRawPredictRequest) GetMethodName

func (x *DirectRawPredictRequest) GetMethodName() string

func (*DirectRawPredictRequest) ProtoMessage

func (*DirectRawPredictRequest) ProtoMessage()

func (*DirectRawPredictRequest) ProtoReflect

func (x *DirectRawPredictRequest) ProtoReflect() protoreflect.Message

func (*DirectRawPredictRequest) Reset

func (x *DirectRawPredictRequest) Reset()

func (*DirectRawPredictRequest) String

func (x *DirectRawPredictRequest) String() string

DirectRawPredictResponse

type DirectRawPredictResponse struct {

	// The prediction output.
	Output []byte `protobuf:"bytes,1,opt,name=output,proto3" json:"output,omitempty"`
	// contains filtered or unexported fields
}

Response message for [PredictionService.DirectRawPredict][google.cloud.aiplatform.v1beta1.PredictionService.DirectRawPredict].

func (*DirectRawPredictResponse) Descriptor

func (*DirectRawPredictResponse) Descriptor() ([]byte, []int)

Deprecated: Use DirectRawPredictResponse.ProtoReflect.Descriptor instead.

func (*DirectRawPredictResponse) GetOutput

func (x *DirectRawPredictResponse) GetOutput() []byte

func (*DirectRawPredictResponse) ProtoMessage

func (*DirectRawPredictResponse) ProtoMessage()

func (*DirectRawPredictResponse) ProtoReflect

func (x *DirectRawPredictResponse) ProtoReflect() protoreflect.Message

func (*DirectRawPredictResponse) Reset

func (x *DirectRawPredictResponse) Reset()

func (*DirectRawPredictResponse) String

func (x *DirectRawPredictResponse) String() string

DiskSpec

type DiskSpec struct {

	// Type of the boot disk (default is "pd-ssd").
	// Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or
	// "pd-standard" (Persistent Disk Hard Disk Drive).
	BootDiskType string `protobuf:"bytes,1,opt,name=boot_disk_type,json=bootDiskType,proto3" json:"boot_disk_type,omitempty"`
	// Size in GB of the boot disk (default is 100GB).
	BootDiskSizeGb int32 `protobuf:"varint,2,opt,name=boot_disk_size_gb,json=bootDiskSizeGb,proto3" json:"boot_disk_size_gb,omitempty"`
	// contains filtered or unexported fields
}

Represents the spec of disk options.

func (*DiskSpec) Descriptor

func (*DiskSpec) Descriptor() ([]byte, []int)

Deprecated: Use DiskSpec.ProtoReflect.Descriptor instead.

func (*DiskSpec) GetBootDiskSizeGb

func (x *DiskSpec) GetBootDiskSizeGb() int32

func (*DiskSpec) GetBootDiskType

func (x *DiskSpec) GetBootDiskType() string

func (*DiskSpec) ProtoMessage

func (*DiskSpec) ProtoMessage()

func (*DiskSpec) ProtoReflect

func (x *DiskSpec) ProtoReflect() protoreflect.Message

func (*DiskSpec) Reset

func (x *DiskSpec) Reset()

func (*DiskSpec) String

func (x *DiskSpec) String() string

DoubleArray

type DoubleArray struct {

	// A list of double values.
	Values []float64 `protobuf:"fixed64,1,rep,packed,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

A list of double values.

func (*DoubleArray) Descriptor

func (*DoubleArray) Descriptor() ([]byte, []int)

Deprecated: Use DoubleArray.ProtoReflect.Descriptor instead.

func (*DoubleArray) GetValues

func (x *DoubleArray) GetValues() []float64

func (*DoubleArray) ProtoMessage

func (*DoubleArray) ProtoMessage()

func (*DoubleArray) ProtoReflect

func (x *DoubleArray) ProtoReflect() protoreflect.Message

func (*DoubleArray) Reset

func (x *DoubleArray) Reset()

func (*DoubleArray) String

func (x *DoubleArray) String() string

EncryptionSpec

type EncryptionSpec struct {

	// Required. The Cloud KMS resource identifier of the customer managed
	// encryption key used to protect a resource. Has the form:
	// `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`.
	// The key needs to be in the same region as where the compute resource is
	// created.
	KmsKeyName string `protobuf:"bytes,1,opt,name=kms_key_name,json=kmsKeyName,proto3" json:"kms_key_name,omitempty"`
	// contains filtered or unexported fields
}

Represents a customer-managed encryption key spec that can be applied to a top-level resource.

func (*EncryptionSpec) Descriptor

func (*EncryptionSpec) Descriptor() ([]byte, []int)

Deprecated: Use EncryptionSpec.ProtoReflect.Descriptor instead.

func (*EncryptionSpec) GetKmsKeyName

func (x *EncryptionSpec) GetKmsKeyName() string

func (*EncryptionSpec) ProtoMessage

func (*EncryptionSpec) ProtoMessage()

func (*EncryptionSpec) ProtoReflect

func (x *EncryptionSpec) ProtoReflect() protoreflect.Message

func (*EncryptionSpec) Reset

func (x *EncryptionSpec) Reset()

func (*EncryptionSpec) String

func (x *EncryptionSpec) String() string

Endpoint

type Endpoint struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`

	DeployedModels []*DeployedModel `protobuf:"bytes,4,rep,name=deployed_models,json=deployedModels,proto3" json:"deployed_models,omitempty"`

	TrafficSplit map[string]int32 "" /* 186 byte string literal not displayed */

	Etag string `protobuf:"bytes,6,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,9,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	EncryptionSpec *EncryptionSpec `protobuf:"bytes,10,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`

	Network string `protobuf:"bytes,13,opt,name=network,proto3" json:"network,omitempty"`

	EnablePrivateServiceConnect bool "" /* 148 byte string literal not displayed */

	ModelDeploymentMonitoringJob string "" /* 150 byte string literal not displayed */

	PredictRequestResponseLoggingConfig *PredictRequestResponseLoggingConfig "" /* 173 byte string literal not displayed */

}

Models are deployed into it, and afterwards Endpoint is called to obtain predictions and explanations.

func (*Endpoint) Descriptor

func (*Endpoint) Descriptor() ([]byte, []int)

Deprecated: Use Endpoint.ProtoReflect.Descriptor instead.

func (*Endpoint) GetCreateTime

func (x *Endpoint) GetCreateTime() *timestamppb.Timestamp

func (*Endpoint) GetDeployedModels

func (x *Endpoint) GetDeployedModels() []*DeployedModel

func (*Endpoint) GetDescription

func (x *Endpoint) GetDescription() string

func (*Endpoint) GetDisplayName

func (x *Endpoint) GetDisplayName() string

func (*Endpoint) GetEnablePrivateServiceConnect

func (x *Endpoint) GetEnablePrivateServiceConnect() bool

Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/endpoint.proto.

func (*Endpoint) GetEncryptionSpec

func (x *Endpoint) GetEncryptionSpec() *EncryptionSpec

func (*Endpoint) GetEtag

func (x *Endpoint) GetEtag() string

func (*Endpoint) GetLabels

func (x *Endpoint) GetLabels() map[string]string

func (*Endpoint) GetModelDeploymentMonitoringJob

func (x *Endpoint) GetModelDeploymentMonitoringJob() string

func (*Endpoint) GetName

func (x *Endpoint) GetName() string

func (*Endpoint) GetNetwork

func (x *Endpoint) GetNetwork() string

func (*Endpoint) GetPredictRequestResponseLoggingConfig

func (x *Endpoint) GetPredictRequestResponseLoggingConfig() *PredictRequestResponseLoggingConfig

func (*Endpoint) GetTrafficSplit

func (x *Endpoint) GetTrafficSplit() map[string]int32

func (*Endpoint) GetUpdateTime

func (x *Endpoint) GetUpdateTime() *timestamppb.Timestamp

func (*Endpoint) ProtoMessage

func (*Endpoint) ProtoMessage()

func (*Endpoint) ProtoReflect

func (x *Endpoint) ProtoReflect() protoreflect.Message

func (*Endpoint) Reset

func (x *Endpoint) Reset()

func (*Endpoint) String

func (x *Endpoint) String() string

EndpointServiceClient

type EndpointServiceClient interface {
	// Creates an Endpoint.
	CreateEndpoint(ctx context.Context, in *CreateEndpointRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets an Endpoint.
	GetEndpoint(ctx context.Context, in *GetEndpointRequest, opts ...grpc.CallOption) (*Endpoint, error)
	// Lists Endpoints in a Location.
	ListEndpoints(ctx context.Context, in *ListEndpointsRequest, opts ...grpc.CallOption) (*ListEndpointsResponse, error)
	// Updates an Endpoint.
	UpdateEndpoint(ctx context.Context, in *UpdateEndpointRequest, opts ...grpc.CallOption) (*Endpoint, error)
	// Deletes an Endpoint.
	DeleteEndpoint(ctx context.Context, in *DeleteEndpointRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deploys a Model into this Endpoint, creating a DeployedModel within it.
	DeployModel(ctx context.Context, in *DeployModelRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Undeploys a Model from an Endpoint, removing a DeployedModel from it, and
	// freeing all resources it's using.
	UndeployModel(ctx context.Context, in *UndeployModelRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Updates an existing deployed model. Updatable fields include
	// `min_replica_count`, `max_replica_count`, `autoscaling_metric_specs`,
	// `disable_container_logging` (v1 only), and `enable_container_logging`
	// (v1beta1 only).
	MutateDeployedModel(ctx context.Context, in *MutateDeployedModelRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
}

EndpointServiceClient is the client API for EndpointService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewEndpointServiceClient

func NewEndpointServiceClient(cc grpc.ClientConnInterface) EndpointServiceClient

EndpointServiceServer

type EndpointServiceServer interface {
	// Creates an Endpoint.
	CreateEndpoint(context.Context, *CreateEndpointRequest) (*longrunningpb.Operation, error)
	// Gets an Endpoint.
	GetEndpoint(context.Context, *GetEndpointRequest) (*Endpoint, error)
	// Lists Endpoints in a Location.
	ListEndpoints(context.Context, *ListEndpointsRequest) (*ListEndpointsResponse, error)
	// Updates an Endpoint.
	UpdateEndpoint(context.Context, *UpdateEndpointRequest) (*Endpoint, error)
	// Deletes an Endpoint.
	DeleteEndpoint(context.Context, *DeleteEndpointRequest) (*longrunningpb.Operation, error)
	// Deploys a Model into this Endpoint, creating a DeployedModel within it.
	DeployModel(context.Context, *DeployModelRequest) (*longrunningpb.Operation, error)
	// Undeploys a Model from an Endpoint, removing a DeployedModel from it, and
	// freeing all resources it's using.
	UndeployModel(context.Context, *UndeployModelRequest) (*longrunningpb.Operation, error)
	// Updates an existing deployed model. Updatable fields include
	// `min_replica_count`, `max_replica_count`, `autoscaling_metric_specs`,
	// `disable_container_logging` (v1 only), and `enable_container_logging`
	// (v1beta1 only).
	MutateDeployedModel(context.Context, *MutateDeployedModelRequest) (*longrunningpb.Operation, error)
}

EndpointServiceServer is the server API for EndpointService service.

EntityIdSelector

type EntityIdSelector struct {

	// Details about the source data, including the location of the storage and
	// the format.
	//
	// Types that are assignable to EntityIdsSource:
	//
	//	*EntityIdSelector_CsvSource
	EntityIdsSource isEntityIdSelector_EntityIdsSource `protobuf_oneof:"EntityIdsSource"`
	// Source column that holds entity IDs. If not provided, entity IDs are
	// extracted from the column named entity_id.
	EntityIdField string `protobuf:"bytes,5,opt,name=entity_id_field,json=entityIdField,proto3" json:"entity_id_field,omitempty"`
	// contains filtered or unexported fields
}

Selector for entityId. Getting ids from the given source.

func (*EntityIdSelector) Descriptor

func (*EntityIdSelector) Descriptor() ([]byte, []int)

Deprecated: Use EntityIdSelector.ProtoReflect.Descriptor instead.

func (*EntityIdSelector) GetCsvSource

func (x *EntityIdSelector) GetCsvSource() *CsvSource

func (*EntityIdSelector) GetEntityIdField

func (x *EntityIdSelector) GetEntityIdField() string

func (*EntityIdSelector) GetEntityIdsSource

func (m *EntityIdSelector) GetEntityIdsSource() isEntityIdSelector_EntityIdsSource

func (*EntityIdSelector) ProtoMessage

func (*EntityIdSelector) ProtoMessage()

func (*EntityIdSelector) ProtoReflect

func (x *EntityIdSelector) ProtoReflect() protoreflect.Message

func (*EntityIdSelector) Reset

func (x *EntityIdSelector) Reset()

func (*EntityIdSelector) String

func (x *EntityIdSelector) String() string

EntityIdSelector_CsvSource

type EntityIdSelector_CsvSource struct {
	// Source of Csv
	CsvSource *CsvSource `protobuf:"bytes,3,opt,name=csv_source,json=csvSource,proto3,oneof"`
}

EntityType

type EntityType struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`

	MonitoringConfig *FeaturestoreMonitoringConfig `protobuf:"bytes,8,opt,name=monitoring_config,json=monitoringConfig,proto3" json:"monitoring_config,omitempty"`

	OfflineStorageTtlDays int32 "" /* 130 byte string literal not displayed */

}

An entity type is a type of object in a system that needs to be modeled and have stored information about. For example, driver is an entity type, and driver0 is an instance of an entity type driver.

func (*EntityType) Descriptor

func (*EntityType) Descriptor() ([]byte, []int)

Deprecated: Use EntityType.ProtoReflect.Descriptor instead.

func (*EntityType) GetCreateTime

func (x *EntityType) GetCreateTime() *timestamppb.Timestamp

func (*EntityType) GetDescription

func (x *EntityType) GetDescription() string

func (*EntityType) GetEtag

func (x *EntityType) GetEtag() string

func (*EntityType) GetLabels

func (x *EntityType) GetLabels() map[string]string

func (*EntityType) GetMonitoringConfig

func (x *EntityType) GetMonitoringConfig() *FeaturestoreMonitoringConfig

func (*EntityType) GetName

func (x *EntityType) GetName() string

func (*EntityType) GetOfflineStorageTtlDays

func (x *EntityType) GetOfflineStorageTtlDays() int32

func (*EntityType) GetUpdateTime

func (x *EntityType) GetUpdateTime() *timestamppb.Timestamp

func (*EntityType) ProtoMessage

func (*EntityType) ProtoMessage()

func (*EntityType) ProtoReflect

func (x *EntityType) ProtoReflect() protoreflect.Message

func (*EntityType) Reset

func (x *EntityType) Reset()

func (*EntityType) String

func (x *EntityType) String() string

EnvVar

type EnvVar struct {

	// Required. Name of the environment variable. Must be a valid C identifier.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Variables that reference a $(VAR_NAME) are expanded
	// using the previous defined environment variables in the container and
	// any service environment variables. If a variable cannot be resolved,
	// the reference in the input string will be unchanged. The $(VAR_NAME)
	// syntax can be escaped with a double $$, ie: $$(VAR_NAME). Escaped
	// references will never be expanded, regardless of whether the variable
	// exists or not.
	Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"`
	// contains filtered or unexported fields
}

Represents an environment variable present in a Container or Python Module.

func (*EnvVar) Descriptor

func (*EnvVar) Descriptor() ([]byte, []int)

Deprecated: Use EnvVar.ProtoReflect.Descriptor instead.

func (*EnvVar) GetName

func (x *EnvVar) GetName() string

func (*EnvVar) GetValue

func (x *EnvVar) GetValue() string

func (*EnvVar) ProtoMessage

func (*EnvVar) ProtoMessage()

func (*EnvVar) ProtoReflect

func (x *EnvVar) ProtoReflect() protoreflect.Message

func (*EnvVar) Reset

func (x *EnvVar) Reset()

func (*EnvVar) String

func (x *EnvVar) String() string

ErrorAnalysisAnnotation

type ErrorAnalysisAnnotation struct {
	AttributedItems []*ErrorAnalysisAnnotation_AttributedItem `protobuf:"bytes,1,rep,name=attributed_items,json=attributedItems,proto3" json:"attributed_items,omitempty"`

	QueryType ErrorAnalysisAnnotation_QueryType "" /* 160 byte string literal not displayed */

	OutlierScore float64 `protobuf:"fixed64,3,opt,name=outlier_score,json=outlierScore,proto3" json:"outlier_score,omitempty"`

	OutlierThreshold float64 `protobuf:"fixed64,4,opt,name=outlier_threshold,json=outlierThreshold,proto3" json:"outlier_threshold,omitempty"`

}

Model error analysis for each annotation.

func (*ErrorAnalysisAnnotation) Descriptor

func (*ErrorAnalysisAnnotation) Descriptor() ([]byte, []int)

Deprecated: Use ErrorAnalysisAnnotation.ProtoReflect.Descriptor instead.

func (*ErrorAnalysisAnnotation) GetAttributedItems

func (x *ErrorAnalysisAnnotation) GetAttributedItems() []*ErrorAnalysisAnnotation_AttributedItem

func (*ErrorAnalysisAnnotation) GetOutlierScore

func (x *ErrorAnalysisAnnotation) GetOutlierScore() float64

func (*ErrorAnalysisAnnotation) GetOutlierThreshold

func (x *ErrorAnalysisAnnotation) GetOutlierThreshold() float64

func (*ErrorAnalysisAnnotation) GetQueryType

func (x *ErrorAnalysisAnnotation) GetQueryType() ErrorAnalysisAnnotation_QueryType

func (*ErrorAnalysisAnnotation) ProtoMessage

func (*ErrorAnalysisAnnotation) ProtoMessage()

func (*ErrorAnalysisAnnotation) ProtoReflect

func (x *ErrorAnalysisAnnotation) ProtoReflect() protoreflect.Message

func (*ErrorAnalysisAnnotation) Reset

func (x *ErrorAnalysisAnnotation) Reset()

func (*ErrorAnalysisAnnotation) String

func (x *ErrorAnalysisAnnotation) String() string

ErrorAnalysisAnnotation_AttributedItem

type ErrorAnalysisAnnotation_AttributedItem struct {
	AnnotationResourceName string "" /* 129 byte string literal not displayed */

	Distance float64 `protobuf:"fixed64,2,opt,name=distance,proto3" json:"distance,omitempty"`

}

Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.

func (*ErrorAnalysisAnnotation_AttributedItem) Descriptor

func (*ErrorAnalysisAnnotation_AttributedItem) Descriptor() ([]byte, []int)

Deprecated: Use ErrorAnalysisAnnotation_AttributedItem.ProtoReflect.Descriptor instead.

func (*ErrorAnalysisAnnotation_AttributedItem) GetAnnotationResourceName

func (x *ErrorAnalysisAnnotation_AttributedItem) GetAnnotationResourceName() string

func (*ErrorAnalysisAnnotation_AttributedItem) GetDistance

func (x *ErrorAnalysisAnnotation_AttributedItem) GetDistance() float64

func (*ErrorAnalysisAnnotation_AttributedItem) ProtoMessage

func (*ErrorAnalysisAnnotation_AttributedItem) ProtoMessage()

func (*ErrorAnalysisAnnotation_AttributedItem) ProtoReflect

func (x *ErrorAnalysisAnnotation_AttributedItem) ProtoReflect() protoreflect.Message

func (*ErrorAnalysisAnnotation_AttributedItem) Reset

func (x *ErrorAnalysisAnnotation_AttributedItem) Reset()

func (*ErrorAnalysisAnnotation_AttributedItem) String

func (x *ErrorAnalysisAnnotation_AttributedItem) String() string

ErrorAnalysisAnnotation_QueryType

type ErrorAnalysisAnnotation_QueryType int32

The query type used for finding the attributed items.

ErrorAnalysisAnnotation_QUERY_TYPE_UNSPECIFIED, ErrorAnalysisAnnotation_ALL_SIMILAR, ErrorAnalysisAnnotation_SAME_CLASS_SIMILAR, ErrorAnalysisAnnotation_SAME_CLASS_DISSIMILAR

const (
	// Unspecified query type for model error analysis.
	ErrorAnalysisAnnotation_QUERY_TYPE_UNSPECIFIED ErrorAnalysisAnnotation_QueryType = 0
	// Query similar samples across all classes in the dataset.
	ErrorAnalysisAnnotation_ALL_SIMILAR ErrorAnalysisAnnotation_QueryType = 1
	// Query similar samples from the same class of the input sample.
	ErrorAnalysisAnnotation_SAME_CLASS_SIMILAR ErrorAnalysisAnnotation_QueryType = 2
	// Query dissimilar samples from the same class of the input sample.
	ErrorAnalysisAnnotation_SAME_CLASS_DISSIMILAR ErrorAnalysisAnnotation_QueryType = 3
)

func (ErrorAnalysisAnnotation_QueryType) Descriptor

func (ErrorAnalysisAnnotation_QueryType) Descriptor() protoreflect.EnumDescriptor

func (ErrorAnalysisAnnotation_QueryType) Enum

func (x ErrorAnalysisAnnotation_QueryType) Enum() *ErrorAnalysisAnnotation_QueryType

func (ErrorAnalysisAnnotation_QueryType) EnumDescriptor

func (ErrorAnalysisAnnotation_QueryType) EnumDescriptor() ([]byte, []int)

Deprecated: Use ErrorAnalysisAnnotation_QueryType.Descriptor instead.

func (ErrorAnalysisAnnotation_QueryType) Number

func (x ErrorAnalysisAnnotation_QueryType) Number() protoreflect.EnumNumber

func (ErrorAnalysisAnnotation_QueryType) String

func (x ErrorAnalysisAnnotation_QueryType) String() string

func (ErrorAnalysisAnnotation_QueryType) Type

func (ErrorAnalysisAnnotation_QueryType) Type() protoreflect.EnumType

EvaluatedAnnotation

type EvaluatedAnnotation struct {
	Type EvaluatedAnnotation_EvaluatedAnnotationType "" /* 143 byte string literal not displayed */

	Predictions []*structpb.Value `protobuf:"bytes,2,rep,name=predictions,proto3" json:"predictions,omitempty"`

	GroundTruths []*structpb.Value `protobuf:"bytes,3,rep,name=ground_truths,json=groundTruths,proto3" json:"ground_truths,omitempty"`

	DataItemPayload *structpb.Value `protobuf:"bytes,5,opt,name=data_item_payload,json=dataItemPayload,proto3" json:"data_item_payload,omitempty"`

	EvaluatedDataItemViewId string "" /* 136 byte string literal not displayed */

	Explanations []*EvaluatedAnnotationExplanation `protobuf:"bytes,8,rep,name=explanations,proto3" json:"explanations,omitempty"`

	ErrorAnalysisAnnotations []*ErrorAnalysisAnnotation "" /* 135 byte string literal not displayed */

}

True positive, false positive, or false negative.

EvaluatedAnnotation is only available under ModelEvaluationSlice with slice of annotationSpec dimension.

func (*EvaluatedAnnotation) Descriptor

func (*EvaluatedAnnotation) Descriptor() ([]byte, []int)

Deprecated: Use EvaluatedAnnotation.ProtoReflect.Descriptor instead.

func (*EvaluatedAnnotation) GetDataItemPayload

func (x *EvaluatedAnnotation) GetDataItemPayload() *structpb.Value

func (*EvaluatedAnnotation) GetErrorAnalysisAnnotations

func (x *EvaluatedAnnotation) GetErrorAnalysisAnnotations() []*ErrorAnalysisAnnotation

func (*EvaluatedAnnotation) GetEvaluatedDataItemViewId

func (x *EvaluatedAnnotation) GetEvaluatedDataItemViewId() string

func (*EvaluatedAnnotation) GetExplanations

func (x *EvaluatedAnnotation) GetExplanations() []*EvaluatedAnnotationExplanation

func (*EvaluatedAnnotation) GetGroundTruths

func (x *EvaluatedAnnotation) GetGroundTruths() []*structpb.Value

func (*EvaluatedAnnotation) GetPredictions

func (x *EvaluatedAnnotation) GetPredictions() []*structpb.Value

func (*EvaluatedAnnotation) GetType

func (x *EvaluatedAnnotation) GetType() EvaluatedAnnotation_EvaluatedAnnotationType

func (*EvaluatedAnnotation) ProtoMessage

func (*EvaluatedAnnotation) ProtoMessage()

func (*EvaluatedAnnotation) ProtoReflect

func (x *EvaluatedAnnotation) ProtoReflect() protoreflect.Message

func (*EvaluatedAnnotation) Reset

func (x *EvaluatedAnnotation) Reset()

func (*EvaluatedAnnotation) String

func (x *EvaluatedAnnotation) String() string

EvaluatedAnnotationExplanation

type EvaluatedAnnotationExplanation struct {

	// Explanation type.
	//
	// For AutoML Image Classification models, possible values are:
	//
	//   - `image-integrated-gradients`
	//   - `image-xrai`
	ExplanationType string `protobuf:"bytes,1,opt,name=explanation_type,json=explanationType,proto3" json:"explanation_type,omitempty"`
	// Explanation attribution response details.
	Explanation *Explanation `protobuf:"bytes,2,opt,name=explanation,proto3" json:"explanation,omitempty"`
	// contains filtered or unexported fields
}

Explanation result of the prediction produced by the Model.

func (*EvaluatedAnnotationExplanation) Descriptor

func (*EvaluatedAnnotationExplanation) Descriptor() ([]byte, []int)

Deprecated: Use EvaluatedAnnotationExplanation.ProtoReflect.Descriptor instead.

func (*EvaluatedAnnotationExplanation) GetExplanation

func (x *EvaluatedAnnotationExplanation) GetExplanation() *Explanation

func (*EvaluatedAnnotationExplanation) GetExplanationType

func (x *EvaluatedAnnotationExplanation) GetExplanationType() string

func (*EvaluatedAnnotationExplanation) ProtoMessage

func (*EvaluatedAnnotationExplanation) ProtoMessage()

func (*EvaluatedAnnotationExplanation) ProtoReflect

func (x *EvaluatedAnnotationExplanation) ProtoReflect() protoreflect.Message

func (*EvaluatedAnnotationExplanation) Reset

func (x *EvaluatedAnnotationExplanation) Reset()

func (*EvaluatedAnnotationExplanation) String

func (x *EvaluatedAnnotationExplanation) String() string

EvaluatedAnnotation_EvaluatedAnnotationType

type EvaluatedAnnotation_EvaluatedAnnotationType int32

Describes the type of the EvaluatedAnnotation. The type is determined

EvaluatedAnnotation_EVALUATED_ANNOTATION_TYPE_UNSPECIFIED, EvaluatedAnnotation_TRUE_POSITIVE, EvaluatedAnnotation_FALSE_POSITIVE, EvaluatedAnnotation_FALSE_NEGATIVE

const (
	// Invalid value.
	EvaluatedAnnotation_EVALUATED_ANNOTATION_TYPE_UNSPECIFIED EvaluatedAnnotation_EvaluatedAnnotationType = 0
	// The EvaluatedAnnotation is a true positive. It has a prediction created
	// by the Model and a ground truth Annotation which the prediction matches.
	EvaluatedAnnotation_TRUE_POSITIVE EvaluatedAnnotation_EvaluatedAnnotationType = 1
	// The EvaluatedAnnotation is false positive. It has a prediction created by
	// the Model which does not match any ground truth annotation.
	EvaluatedAnnotation_FALSE_POSITIVE EvaluatedAnnotation_EvaluatedAnnotationType = 2
	// The EvaluatedAnnotation is false negative. It has a ground truth
	// annotation which is not matched by any of the model created predictions.
	EvaluatedAnnotation_FALSE_NEGATIVE EvaluatedAnnotation_EvaluatedAnnotationType = 3
)

func (EvaluatedAnnotation_EvaluatedAnnotationType) Descriptor

func (EvaluatedAnnotation_EvaluatedAnnotationType) Descriptor() protoreflect.EnumDescriptor

func (EvaluatedAnnotation_EvaluatedAnnotationType) Enum

func (x EvaluatedAnnotation_EvaluatedAnnotationType) Enum() *EvaluatedAnnotation_EvaluatedAnnotationType

func (EvaluatedAnnotation_EvaluatedAnnotationType) EnumDescriptor

func (EvaluatedAnnotation_EvaluatedAnnotationType) EnumDescriptor() ([]byte, []int)

Deprecated: Use EvaluatedAnnotation_EvaluatedAnnotationType.Descriptor instead.

func (EvaluatedAnnotation_EvaluatedAnnotationType) Number

func (x EvaluatedAnnotation_EvaluatedAnnotationType) Number() protoreflect.EnumNumber

func (EvaluatedAnnotation_EvaluatedAnnotationType) String

func (x EvaluatedAnnotation_EvaluatedAnnotationType) String() string

func (EvaluatedAnnotation_EvaluatedAnnotationType) Type

func (EvaluatedAnnotation_EvaluatedAnnotationType) Type() protoreflect.EnumType

Event

type Event struct {
	Artifact string `protobuf:"bytes,1,opt,name=artifact,proto3" json:"artifact,omitempty"`

	Execution string `protobuf:"bytes,2,opt,name=execution,proto3" json:"execution,omitempty"`

	EventTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=event_time,json=eventTime,proto3" json:"event_time,omitempty"`

	Type Event_Type `protobuf:"varint,4,opt,name=type,proto3,enum=google.cloud.aiplatform.v1beta1.Event_Type" json:"type,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

}

An edge describing the relationship between an Artifact and an Execution in a lineage graph.

func (*Event) Descriptor

func (*Event) Descriptor() ([]byte, []int)

Deprecated: Use Event.ProtoReflect.Descriptor instead.

func (*Event) GetArtifact

func (x *Event) GetArtifact() string

func (*Event) GetEventTime

func (x *Event) GetEventTime() *timestamppb.Timestamp

func (*Event) GetExecution

func (x *Event) GetExecution() string

func (*Event) GetLabels

func (x *Event) GetLabels() map[string]string

func (*Event) GetType

func (x *Event) GetType() Event_Type

func (*Event) ProtoMessage

func (*Event) ProtoMessage()

func (*Event) ProtoReflect

func (x *Event) ProtoReflect() protoreflect.Message

func (*Event) Reset

func (x *Event) Reset()

func (*Event) String

func (x *Event) String() string

Event_Type

type Event_Type int32

Describes whether an Event's Artifact is the Execution's input or output.

Event_TYPE_UNSPECIFIED, Event_INPUT, Event_OUTPUT

const (
	// Unspecified whether input or output of the Execution.
	Event_TYPE_UNSPECIFIED Event_Type = 0
	// An input of the Execution.
	Event_INPUT Event_Type = 1
	// An output of the Execution.
	Event_OUTPUT Event_Type = 2
)

func (Event_Type) Descriptor

func (Event_Type) Descriptor() protoreflect.EnumDescriptor

func (Event_Type) Enum

func (x Event_Type) Enum() *Event_Type

func (Event_Type) EnumDescriptor

func (Event_Type) EnumDescriptor() ([]byte, []int)

Deprecated: Use Event_Type.Descriptor instead.

func (Event_Type) Number

func (x Event_Type) Number() protoreflect.EnumNumber

func (Event_Type) String

func (x Event_Type) String() string

func (Event_Type) Type

func (Event_Type) Type() protoreflect.EnumType

Examples

type Examples struct {

	// Types that are assignable to Source:
	//
	//	*Examples_ExampleGcsSource_
	Source isExamples_Source `protobuf_oneof:"source"`
	// Types that are assignable to Config:
	//
	//	*Examples_NearestNeighborSearchConfig
	//	*Examples_Presets
	Config isExamples_Config `protobuf_oneof:"config"`
	// The Cloud Storage locations that contain the instances to be
	// indexed for approximate nearest neighbor search.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// The number of neighbors to return when querying for examples.
	NeighborCount int32 `protobuf:"varint,3,opt,name=neighbor_count,json=neighborCount,proto3" json:"neighbor_count,omitempty"`
	// contains filtered or unexported fields
}

Example-based explainability that returns the nearest neighbors from the provided dataset.

func (*Examples) Descriptor

func (*Examples) Descriptor() ([]byte, []int)

Deprecated: Use Examples.ProtoReflect.Descriptor instead.

func (*Examples) GetConfig

func (m *Examples) GetConfig() isExamples_Config

func (*Examples) GetExampleGcsSource

func (x *Examples) GetExampleGcsSource() *Examples_ExampleGcsSource

func (*Examples) GetGcsSource

func (x *Examples) GetGcsSource() *GcsSource

func (*Examples) GetNearestNeighborSearchConfig

func (x *Examples) GetNearestNeighborSearchConfig() *structpb.Value

func (*Examples) GetNeighborCount

func (x *Examples) GetNeighborCount() int32

func (*Examples) GetPresets

func (x *Examples) GetPresets() *Presets

func (*Examples) GetSource

func (m *Examples) GetSource() isExamples_Source

func (*Examples) ProtoMessage

func (*Examples) ProtoMessage()

func (*Examples) ProtoReflect

func (x *Examples) ProtoReflect() protoreflect.Message

func (*Examples) Reset

func (x *Examples) Reset()

func (*Examples) String

func (x *Examples) String() string

ExamplesOverride

type ExamplesOverride struct {
	NeighborCount int32 `protobuf:"varint,1,opt,name=neighbor_count,json=neighborCount,proto3" json:"neighbor_count,omitempty"`

	CrowdingCount int32 `protobuf:"varint,2,opt,name=crowding_count,json=crowdingCount,proto3" json:"crowding_count,omitempty"`

	Restrictions []*ExamplesRestrictionsNamespace `protobuf:"bytes,3,rep,name=restrictions,proto3" json:"restrictions,omitempty"`

	ReturnEmbeddings bool `protobuf:"varint,4,opt,name=return_embeddings,json=returnEmbeddings,proto3" json:"return_embeddings,omitempty"`

	DataFormat ExamplesOverride_DataFormat "" /* 157 byte string literal not displayed */

}

Overrides for example-based explanations.

func (*ExamplesOverride) Descriptor

func (*ExamplesOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExamplesOverride.ProtoReflect.Descriptor instead.

func (*ExamplesOverride) GetCrowdingCount

func (x *ExamplesOverride) GetCrowdingCount() int32

func (*ExamplesOverride) GetDataFormat

func (x *ExamplesOverride) GetDataFormat() ExamplesOverride_DataFormat

func (*ExamplesOverride) GetNeighborCount

func (x *ExamplesOverride) GetNeighborCount() int32

func (*ExamplesOverride) GetRestrictions

func (x *ExamplesOverride) GetRestrictions() []*ExamplesRestrictionsNamespace

func (*ExamplesOverride) GetReturnEmbeddings

func (x *ExamplesOverride) GetReturnEmbeddings() bool

func (*ExamplesOverride) ProtoMessage

func (*ExamplesOverride) ProtoMessage()

func (*ExamplesOverride) ProtoReflect

func (x *ExamplesOverride) ProtoReflect() protoreflect.Message

func (*ExamplesOverride) Reset

func (x *ExamplesOverride) Reset()

func (*ExamplesOverride) String

func (x *ExamplesOverride) String() string

ExamplesOverride_DataFormat

type ExamplesOverride_DataFormat int32

Data format enum.

ExamplesOverride_DATA_FORMAT_UNSPECIFIED, ExamplesOverride_INSTANCES, ExamplesOverride_EMBEDDINGS

const (
	// Unspecified format. Must not be used.
	ExamplesOverride_DATA_FORMAT_UNSPECIFIED ExamplesOverride_DataFormat = 0
	// Provided data is a set of model inputs.
	ExamplesOverride_INSTANCES ExamplesOverride_DataFormat = 1
	// Provided data is a set of embeddings.
	ExamplesOverride_EMBEDDINGS ExamplesOverride_DataFormat = 2
)

func (ExamplesOverride_DataFormat) Descriptor

func (ExamplesOverride_DataFormat) Descriptor() protoreflect.EnumDescriptor

func (ExamplesOverride_DataFormat) Enum

func (x ExamplesOverride_DataFormat) Enum() *ExamplesOverride_DataFormat

func (ExamplesOverride_DataFormat) EnumDescriptor

func (ExamplesOverride_DataFormat) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExamplesOverride_DataFormat.Descriptor instead.

func (ExamplesOverride_DataFormat) Number

func (x ExamplesOverride_DataFormat) Number() protoreflect.EnumNumber

func (ExamplesOverride_DataFormat) String

func (x ExamplesOverride_DataFormat) String() string

func (ExamplesOverride_DataFormat) Type

func (ExamplesOverride_DataFormat) Type() protoreflect.EnumType

ExamplesRestrictionsNamespace

type ExamplesRestrictionsNamespace struct {

	// The namespace name.
	NamespaceName string `protobuf:"bytes,1,opt,name=namespace_name,json=namespaceName,proto3" json:"namespace_name,omitempty"`
	// The list of allowed tags.
	Allow []string `protobuf:"bytes,2,rep,name=allow,proto3" json:"allow,omitempty"`
	// The list of deny tags.
	Deny []string `protobuf:"bytes,3,rep,name=deny,proto3" json:"deny,omitempty"`
	// contains filtered or unexported fields
}

Restrictions namespace for example-based explanations overrides.

func (*ExamplesRestrictionsNamespace) Descriptor

func (*ExamplesRestrictionsNamespace) Descriptor() ([]byte, []int)

Deprecated: Use ExamplesRestrictionsNamespace.ProtoReflect.Descriptor instead.

func (*ExamplesRestrictionsNamespace) GetAllow

func (x *ExamplesRestrictionsNamespace) GetAllow() []string

func (*ExamplesRestrictionsNamespace) GetDeny

func (x *ExamplesRestrictionsNamespace) GetDeny() []string

func (*ExamplesRestrictionsNamespace) GetNamespaceName

func (x *ExamplesRestrictionsNamespace) GetNamespaceName() string

func (*ExamplesRestrictionsNamespace) ProtoMessage

func (*ExamplesRestrictionsNamespace) ProtoMessage()

func (*ExamplesRestrictionsNamespace) ProtoReflect

func (x *ExamplesRestrictionsNamespace) ProtoReflect() protoreflect.Message

func (*ExamplesRestrictionsNamespace) Reset

func (x *ExamplesRestrictionsNamespace) Reset()

func (*ExamplesRestrictionsNamespace) String

func (x *ExamplesRestrictionsNamespace) String() string

Examples_ExampleGcsSource

type Examples_ExampleGcsSource struct {
	DataFormat Examples_ExampleGcsSource_DataFormat "" /* 166 byte string literal not displayed */

	GcsSource *GcsSource `protobuf:"bytes,2,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`

}

The Cloud Storage input instances.

func (*Examples_ExampleGcsSource) Descriptor

func (*Examples_ExampleGcsSource) Descriptor() ([]byte, []int)

Deprecated: Use Examples_ExampleGcsSource.ProtoReflect.Descriptor instead.

func (*Examples_ExampleGcsSource) GetDataFormat

func (x *Examples_ExampleGcsSource) GetDataFormat() Examples_ExampleGcsSource_DataFormat

func (*Examples_ExampleGcsSource) GetGcsSource

func (x *Examples_ExampleGcsSource) GetGcsSource() *GcsSource

func (*Examples_ExampleGcsSource) ProtoMessage

func (*Examples_ExampleGcsSource) ProtoMessage()

func (*Examples_ExampleGcsSource) ProtoReflect

func (x *Examples_ExampleGcsSource) ProtoReflect() protoreflect.Message

func (*Examples_ExampleGcsSource) Reset

func (x *Examples_ExampleGcsSource) Reset()

func (*Examples_ExampleGcsSource) String

func (x *Examples_ExampleGcsSource) String() string

Examples_ExampleGcsSource_

type Examples_ExampleGcsSource_ struct {
	// The Cloud Storage input instances.
	ExampleGcsSource *Examples_ExampleGcsSource `protobuf:"bytes,5,opt,name=example_gcs_source,json=exampleGcsSource,proto3,oneof"`
}

Examples_ExampleGcsSource_DataFormat

type Examples_ExampleGcsSource_DataFormat int32

The format of the input example instances.

Examples_ExampleGcsSource_DATA_FORMAT_UNSPECIFIED, Examples_ExampleGcsSource_JSONL

const (
	// Format unspecified, used when unset.
	Examples_ExampleGcsSource_DATA_FORMAT_UNSPECIFIED Examples_ExampleGcsSource_DataFormat = 0
	// Examples are stored in JSONL files.
	Examples_ExampleGcsSource_JSONL Examples_ExampleGcsSource_DataFormat = 1
)

func (Examples_ExampleGcsSource_DataFormat) Descriptor

func (Examples_ExampleGcsSource_DataFormat) Descriptor() protoreflect.EnumDescriptor

func (Examples_ExampleGcsSource_DataFormat) Enum

func (x Examples_ExampleGcsSource_DataFormat) Enum() *Examples_ExampleGcsSource_DataFormat

func (Examples_ExampleGcsSource_DataFormat) EnumDescriptor

func (Examples_ExampleGcsSource_DataFormat) EnumDescriptor() ([]byte, []int)

Deprecated: Use Examples_ExampleGcsSource_DataFormat.Descriptor instead.

func (Examples_ExampleGcsSource_DataFormat) Number

func (x Examples_ExampleGcsSource_DataFormat) Number() protoreflect.EnumNumber

func (Examples_ExampleGcsSource_DataFormat) String

func (x Examples_ExampleGcsSource_DataFormat) String() string

func (Examples_ExampleGcsSource_DataFormat) Type

func (Examples_ExampleGcsSource_DataFormat) Type() protoreflect.EnumType

Examples_NearestNeighborSearchConfig

type Examples_NearestNeighborSearchConfig struct {
	// The full configuration for the generated index, the semantics are the
	// same as [metadata][google.cloud.aiplatform.v1beta1.Index.metadata] and
	// should match
	// [NearestNeighborSearchConfig](https://cloud.google.com/vertex-ai/docs/explainable-ai/configuring-explanations-example-based#nearest-neighbor-search-config).
	NearestNeighborSearchConfig *structpb.Value `protobuf:"bytes,2,opt,name=nearest_neighbor_search_config,json=nearestNeighborSearchConfig,proto3,oneof"`
}

Examples_Presets

type Examples_Presets struct {
	// Simplified preset configuration, which automatically sets configuration
	// values based on the desired query speed-precision trade-off and modality.
	Presets *Presets `protobuf:"bytes,4,opt,name=presets,proto3,oneof"`
}

Execution

type Execution struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`

	State Execution_State `protobuf:"varint,6,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.Execution_State" json:"state,omitempty"`

	Etag string `protobuf:"bytes,9,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 154 byte string literal not displayed */

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,12,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	SchemaTitle string `protobuf:"bytes,13,opt,name=schema_title,json=schemaTitle,proto3" json:"schema_title,omitempty"`

	SchemaVersion string `protobuf:"bytes,14,opt,name=schema_version,json=schemaVersion,proto3" json:"schema_version,omitempty"`

	Metadata *structpb.Struct `protobuf:"bytes,15,opt,name=metadata,proto3" json:"metadata,omitempty"`

	Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"`

}

Instance of a general execution.

func (*Execution) Descriptor

func (*Execution) Descriptor() ([]byte, []int)

Deprecated: Use Execution.ProtoReflect.Descriptor instead.

func (*Execution) GetCreateTime

func (x *Execution) GetCreateTime() *timestamppb.Timestamp

func (*Execution) GetDescription

func (x *Execution) GetDescription() string

func (*Execution) GetDisplayName

func (x *Execution) GetDisplayName() string

func (*Execution) GetEtag

func (x *Execution) GetEtag() string

func (*Execution) GetLabels

func (x *Execution) GetLabels() map[string]string

func (*Execution) GetMetadata

func (x *Execution) GetMetadata() *structpb.Struct

func (*Execution) GetName

func (x *Execution) GetName() string

func (*Execution) GetSchemaTitle

func (x *Execution) GetSchemaTitle() string

func (*Execution) GetSchemaVersion

func (x *Execution) GetSchemaVersion() string

func (*Execution) GetState

func (x *Execution) GetState() Execution_State

func (*Execution) GetUpdateTime

func (x *Execution) GetUpdateTime() *timestamppb.Timestamp

func (*Execution) ProtoMessage

func (*Execution) ProtoMessage()

func (*Execution) ProtoReflect

func (x *Execution) ProtoReflect() protoreflect.Message

func (*Execution) Reset

func (x *Execution) Reset()

func (*Execution) String

func (x *Execution) String() string

Execution_State

type Execution_State int32

Describes the state of the Execution.

Execution_STATE_UNSPECIFIED, Execution_NEW, Execution_RUNNING, Execution_COMPLETE, Execution_FAILED, Execution_CACHED, Execution_CANCELLED

const (
	// Unspecified Execution state
	Execution_STATE_UNSPECIFIED Execution_State = 0
	// The Execution is new
	Execution_NEW Execution_State = 1
	// The Execution is running
	Execution_RUNNING Execution_State = 2
	// The Execution has finished running
	Execution_COMPLETE Execution_State = 3
	// The Execution has failed
	Execution_FAILED Execution_State = 4
	// The Execution completed through Cache hit.
	Execution_CACHED Execution_State = 5
	// The Execution was cancelled.
	Execution_CANCELLED Execution_State = 6
)

func (Execution_State) Descriptor

func (Execution_State) Descriptor() protoreflect.EnumDescriptor

func (Execution_State) Enum

func (x Execution_State) Enum() *Execution_State

func (Execution_State) EnumDescriptor

func (Execution_State) EnumDescriptor() ([]byte, []int)

Deprecated: Use Execution_State.Descriptor instead.

func (Execution_State) Number

func (x Execution_State) Number() protoreflect.EnumNumber

func (Execution_State) String

func (x Execution_State) String() string

func (Execution_State) Type

func (Execution_State) Type() protoreflect.EnumType

ExplainRequest

type ExplainRequest struct {
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`

	Instances []*structpb.Value `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"`

	Parameters *structpb.Value `protobuf:"bytes,4,opt,name=parameters,proto3" json:"parameters,omitempty"`

	ExplanationSpecOverride *ExplanationSpecOverride "" /* 132 byte string literal not displayed */

	ConcurrentExplanationSpecOverride map[string]*ExplanationSpecOverride "" /* 252 byte string literal not displayed */

	DeployedModelId string `protobuf:"bytes,3,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"`

}

Request message for [PredictionService.Explain][google.cloud.aiplatform.v1beta1.PredictionService.Explain].

func (*ExplainRequest) Descriptor

func (*ExplainRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExplainRequest.ProtoReflect.Descriptor instead.

func (*ExplainRequest) GetConcurrentExplanationSpecOverride

func (x *ExplainRequest) GetConcurrentExplanationSpecOverride() map[string]*ExplanationSpecOverride

func (*ExplainRequest) GetDeployedModelId

func (x *ExplainRequest) GetDeployedModelId() string

func (*ExplainRequest) GetEndpoint

func (x *ExplainRequest) GetEndpoint() string

func (*ExplainRequest) GetExplanationSpecOverride

func (x *ExplainRequest) GetExplanationSpecOverride() *ExplanationSpecOverride

func (*ExplainRequest) GetInstances

func (x *ExplainRequest) GetInstances() []*structpb.Value

func (*ExplainRequest) GetParameters

func (x *ExplainRequest) GetParameters() *structpb.Value

func (*ExplainRequest) ProtoMessage

func (*ExplainRequest) ProtoMessage()

func (*ExplainRequest) ProtoReflect

func (x *ExplainRequest) ProtoReflect() protoreflect.Message

func (*ExplainRequest) Reset

func (x *ExplainRequest) Reset()

func (*ExplainRequest) String

func (x *ExplainRequest) String() string

ExplainResponse

type ExplainResponse struct {
	Explanations []*Explanation `protobuf:"bytes,1,rep,name=explanations,proto3" json:"explanations,omitempty"`

	ConcurrentExplanations map[string]*ExplainResponse_ConcurrentExplanation "" /* 215 byte string literal not displayed */

	DeployedModelId string `protobuf:"bytes,2,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"`

	Predictions []*structpb.Value `protobuf:"bytes,3,rep,name=predictions,proto3" json:"predictions,omitempty"`

}

Response message for [PredictionService.Explain][google.cloud.aiplatform.v1beta1.PredictionService.Explain].

func (*ExplainResponse) Descriptor

func (*ExplainResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExplainResponse.ProtoReflect.Descriptor instead.

func (*ExplainResponse) GetConcurrentExplanations

func (x *ExplainResponse) GetConcurrentExplanations() map[string]*ExplainResponse_ConcurrentExplanation

func (*ExplainResponse) GetDeployedModelId

func (x *ExplainResponse) GetDeployedModelId() string

func (*ExplainResponse) GetExplanations

func (x *ExplainResponse) GetExplanations() []*Explanation

func (*ExplainResponse) GetPredictions

func (x *ExplainResponse) GetPredictions() []*structpb.Value

func (*ExplainResponse) ProtoMessage

func (*ExplainResponse) ProtoMessage()

func (*ExplainResponse) ProtoReflect

func (x *ExplainResponse) ProtoReflect() protoreflect.Message

func (*ExplainResponse) Reset

func (x *ExplainResponse) Reset()

func (*ExplainResponse) String

func (x *ExplainResponse) String() string

ExplainResponse_ConcurrentExplanation

type ExplainResponse_ConcurrentExplanation struct {

	// The explanations of the Model's
	// [PredictResponse.predictions][google.cloud.aiplatform.v1beta1.PredictResponse.predictions].
	//
	// It has the same number of elements as
	// [instances][google.cloud.aiplatform.v1beta1.ExplainRequest.instances] to
	// be explained.
	Explanations []*Explanation `protobuf:"bytes,1,rep,name=explanations,proto3" json:"explanations,omitempty"`
	// contains filtered or unexported fields
}

This message is a wrapper grouping Concurrent Explanations.

func (*ExplainResponse_ConcurrentExplanation) Descriptor

func (*ExplainResponse_ConcurrentExplanation) Descriptor() ([]byte, []int)

Deprecated: Use ExplainResponse_ConcurrentExplanation.ProtoReflect.Descriptor instead.

func (*ExplainResponse_ConcurrentExplanation) GetExplanations

func (x *ExplainResponse_ConcurrentExplanation) GetExplanations() []*Explanation

func (*ExplainResponse_ConcurrentExplanation) ProtoMessage

func (*ExplainResponse_ConcurrentExplanation) ProtoMessage()

func (*ExplainResponse_ConcurrentExplanation) ProtoReflect

func (x *ExplainResponse_ConcurrentExplanation) ProtoReflect() protoreflect.Message

func (*ExplainResponse_ConcurrentExplanation) Reset

func (x *ExplainResponse_ConcurrentExplanation) Reset()

func (*ExplainResponse_ConcurrentExplanation) String

func (x *ExplainResponse_ConcurrentExplanation) String() string

Explanation

type Explanation struct {

	// Output only. Feature attributions grouped by predicted outputs.
	//
	// For Models that predict only one output, such as regression Models that
	// predict only one score, there is only one attibution that explains the
	// predicted output. For Models that predict multiple outputs, such as
	// multiclass Models that predict multiple classes, each element explains one
	// specific item.
	// [Attribution.output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index]
	// can be used to identify which output this attribution is explaining.
	//
	// If users set
	// [ExplanationParameters.top_k][google.cloud.aiplatform.v1beta1.ExplanationParameters.top_k],
	// the attributions are sorted by
	// [instance_output_value][Attributions.instance_output_value] in descending
	// order. If
	// [ExplanationParameters.output_indices][google.cloud.aiplatform.v1beta1.ExplanationParameters.output_indices]
	// is specified, the attributions are stored by
	// [Attribution.output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index]
	// in the same order as they appear in the output_indices.
	Attributions []*Attribution `protobuf:"bytes,1,rep,name=attributions,proto3" json:"attributions,omitempty"`
	// Output only. List of the nearest neighbors for example-based explanations.
	//
	// For models deployed with the examples explanations feature enabled, the
	// attributions field is empty and instead the neighbors field is populated.
	Neighbors []*Neighbor `protobuf:"bytes,2,rep,name=neighbors,proto3" json:"neighbors,omitempty"`
	// contains filtered or unexported fields
}

Explanation of a prediction (provided in [PredictResponse.predictions][google.cloud.aiplatform.v1beta1.PredictResponse.predictions]) produced by the Model on a given [instance][google.cloud.aiplatform.v1beta1.ExplainRequest.instances].

func (*Explanation) Descriptor

func (*Explanation) Descriptor() ([]byte, []int)

Deprecated: Use Explanation.ProtoReflect.Descriptor instead.

func (*Explanation) GetAttributions

func (x *Explanation) GetAttributions() []*Attribution

func (*Explanation) GetNeighbors

func (x *Explanation) GetNeighbors() []*Neighbor

func (*Explanation) ProtoMessage

func (*Explanation) ProtoMessage()

func (*Explanation) ProtoReflect

func (x *Explanation) ProtoReflect() protoreflect.Message

func (*Explanation) Reset

func (x *Explanation) Reset()

func (*Explanation) String

func (x *Explanation) String() string

ExplanationMetadata

type ExplanationMetadata struct {
	Inputs map[string]*ExplanationMetadata_InputMetadata "" /* 153 byte string literal not displayed */

	Outputs map[string]*ExplanationMetadata_OutputMetadata "" /* 155 byte string literal not displayed */

	FeatureAttributionsSchemaUri string "" /* 149 byte string literal not displayed */

	LatentSpaceSource string `protobuf:"bytes,5,opt,name=latent_space_source,json=latentSpaceSource,proto3" json:"latent_space_source,omitempty"`

}

Metadata describing the Model's input and output for explanation.

func (*ExplanationMetadata) Descriptor

func (*ExplanationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata) GetFeatureAttributionsSchemaUri

func (x *ExplanationMetadata) GetFeatureAttributionsSchemaUri() string

func (*ExplanationMetadata) GetInputs

func (x *ExplanationMetadata) GetInputs() map[string]*ExplanationMetadata_InputMetadata

func (*ExplanationMetadata) GetLatentSpaceSource

func (x *ExplanationMetadata) GetLatentSpaceSource() string

func (*ExplanationMetadata) GetOutputs

func (x *ExplanationMetadata) GetOutputs() map[string]*ExplanationMetadata_OutputMetadata

func (*ExplanationMetadata) ProtoMessage

func (*ExplanationMetadata) ProtoMessage()

func (*ExplanationMetadata) ProtoReflect

func (x *ExplanationMetadata) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata) Reset

func (x *ExplanationMetadata) Reset()

func (*ExplanationMetadata) String

func (x *ExplanationMetadata) String() string

ExplanationMetadataOverride

type ExplanationMetadataOverride struct {
	Inputs map[string]*ExplanationMetadataOverride_InputMetadataOverride "" /* 153 byte string literal not displayed */

}

The [ExplanationMetadata][google.cloud.aiplatform.v1beta1.ExplanationMetadata] entries that can be overridden at [online explanation][google.cloud.aiplatform.v1beta1.PredictionService.Explain] time.

func (*ExplanationMetadataOverride) Descriptor

func (*ExplanationMetadataOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadataOverride.ProtoReflect.Descriptor instead.

func (*ExplanationMetadataOverride) GetInputs

func (x *ExplanationMetadataOverride) GetInputs() map[string]*ExplanationMetadataOverride_InputMetadataOverride

func (*ExplanationMetadataOverride) ProtoMessage

func (*ExplanationMetadataOverride) ProtoMessage()

func (*ExplanationMetadataOverride) ProtoReflect

func (x *ExplanationMetadataOverride) ProtoReflect() protoreflect.Message

func (*ExplanationMetadataOverride) Reset

func (x *ExplanationMetadataOverride) Reset()

func (*ExplanationMetadataOverride) String

func (x *ExplanationMetadataOverride) String() string

ExplanationMetadataOverride_InputMetadataOverride

type ExplanationMetadataOverride_InputMetadataOverride struct {

	// Baseline inputs for this feature.
	//
	// This overrides the `input_baseline` field of the
	// [ExplanationMetadata.InputMetadata][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata]
	// object of the corresponding feature's input metadata. If it's not
	// specified, the original baselines are not overridden.
	InputBaselines []*structpb.Value `protobuf:"bytes,1,rep,name=input_baselines,json=inputBaselines,proto3" json:"input_baselines,omitempty"`
	// contains filtered or unexported fields
}

The [input metadata][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata] entries to be overridden.

func (*ExplanationMetadataOverride_InputMetadataOverride) Descriptor

func (*ExplanationMetadataOverride_InputMetadataOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadataOverride_InputMetadataOverride.ProtoReflect.Descriptor instead.

func (*ExplanationMetadataOverride_InputMetadataOverride) GetInputBaselines

func (x *ExplanationMetadataOverride_InputMetadataOverride) GetInputBaselines() []*structpb.Value

func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoMessage

func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoMessage()

func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoReflect

func (x *ExplanationMetadataOverride_InputMetadataOverride) ProtoReflect() protoreflect.Message

func (*ExplanationMetadataOverride_InputMetadataOverride) Reset

func (x *ExplanationMetadataOverride_InputMetadataOverride) Reset()

func (*ExplanationMetadataOverride_InputMetadataOverride) String

func (x *ExplanationMetadataOverride_InputMetadataOverride) String() string

ExplanationMetadata_InputMetadata

type ExplanationMetadata_InputMetadata struct {
	InputBaselines []*structpb.Value `protobuf:"bytes,1,rep,name=input_baselines,json=inputBaselines,proto3" json:"input_baselines,omitempty"`

	InputTensorName string `protobuf:"bytes,2,opt,name=input_tensor_name,json=inputTensorName,proto3" json:"input_tensor_name,omitempty"`

	Encoding ExplanationMetadata_InputMetadata_Encoding "" /* 150 byte string literal not displayed */

	Modality string `protobuf:"bytes,4,opt,name=modality,proto3" json:"modality,omitempty"`

	FeatureValueDomain *ExplanationMetadata_InputMetadata_FeatureValueDomain `protobuf:"bytes,5,opt,name=feature_value_domain,json=featureValueDomain,proto3" json:"feature_value_domain,omitempty"`

	IndicesTensorName string `protobuf:"bytes,6,opt,name=indices_tensor_name,json=indicesTensorName,proto3" json:"indices_tensor_name,omitempty"`

	DenseShapeTensorName string `protobuf:"bytes,7,opt,name=dense_shape_tensor_name,json=denseShapeTensorName,proto3" json:"dense_shape_tensor_name,omitempty"`

	IndexFeatureMapping []string `protobuf:"bytes,8,rep,name=index_feature_mapping,json=indexFeatureMapping,proto3" json:"index_feature_mapping,omitempty"`

	EncodedTensorName string `protobuf:"bytes,9,opt,name=encoded_tensor_name,json=encodedTensorName,proto3" json:"encoded_tensor_name,omitempty"`

	EncodedBaselines []*structpb.Value `protobuf:"bytes,10,rep,name=encoded_baselines,json=encodedBaselines,proto3" json:"encoded_baselines,omitempty"`

	Visualization *ExplanationMetadata_InputMetadata_Visualization `protobuf:"bytes,11,opt,name=visualization,proto3" json:"visualization,omitempty"`

	GroupName string `protobuf:"bytes,12,opt,name=group_name,json=groupName,proto3" json:"group_name,omitempty"`

}

Metadata of the input of a feature.

Fields other than [InputMetadata.input_baselines][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.input_baselines] are applicable only for Models that are using Vertex AI-provided images for Tensorflow.

func (*ExplanationMetadata_InputMetadata) Descriptor

func (*ExplanationMetadata_InputMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_InputMetadata) GetDenseShapeTensorName

func (x *ExplanationMetadata_InputMetadata) GetDenseShapeTensorName() string

func (*ExplanationMetadata_InputMetadata) GetEncodedBaselines

func (x *ExplanationMetadata_InputMetadata) GetEncodedBaselines() []*structpb.Value

func (*ExplanationMetadata_InputMetadata) GetEncodedTensorName

func (x *ExplanationMetadata_InputMetadata) GetEncodedTensorName() string

func (*ExplanationMetadata_InputMetadata) GetEncoding

func (x *ExplanationMetadata_InputMetadata) GetEncoding() ExplanationMetadata_InputMetadata_Encoding

func (*ExplanationMetadata_InputMetadata) GetFeatureValueDomain

func (x *ExplanationMetadata_InputMetadata) GetFeatureValueDomain() *ExplanationMetadata_InputMetadata_FeatureValueDomain

func (*ExplanationMetadata_InputMetadata) GetGroupName

func (x *ExplanationMetadata_InputMetadata) GetGroupName() string

func (*ExplanationMetadata_InputMetadata) GetIndexFeatureMapping

func (x *ExplanationMetadata_InputMetadata) GetIndexFeatureMapping() []string

func (*ExplanationMetadata_InputMetadata) GetIndicesTensorName

func (x *ExplanationMetadata_InputMetadata) GetIndicesTensorName() string

func (*ExplanationMetadata_InputMetadata) GetInputBaselines

func (x *ExplanationMetadata_InputMetadata) GetInputBaselines() []*structpb.Value

func (*ExplanationMetadata_InputMetadata) GetInputTensorName

func (x *ExplanationMetadata_InputMetadata) GetInputTensorName() string

func (*ExplanationMetadata_InputMetadata) GetModality

func (x *ExplanationMetadata_InputMetadata) GetModality() string

func (*ExplanationMetadata_InputMetadata) GetVisualization

func (x *ExplanationMetadata_InputMetadata) GetVisualization() *ExplanationMetadata_InputMetadata_Visualization

func (*ExplanationMetadata_InputMetadata) ProtoMessage

func (*ExplanationMetadata_InputMetadata) ProtoMessage()

func (*ExplanationMetadata_InputMetadata) ProtoReflect

func (x *ExplanationMetadata_InputMetadata) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_InputMetadata) Reset

func (x *ExplanationMetadata_InputMetadata) Reset()

func (*ExplanationMetadata_InputMetadata) String

func (x *ExplanationMetadata_InputMetadata) String() string

ExplanationMetadata_InputMetadata_Encoding

type ExplanationMetadata_InputMetadata_Encoding int32

Defines how a feature is encoded. Defaults to IDENTITY.

ExplanationMetadata_InputMetadata_ENCODING_UNSPECIFIED, ExplanationMetadata_InputMetadata_IDENTITY, ExplanationMetadata_InputMetadata_BAG_OF_FEATURES, ExplanationMetadata_InputMetadata_BAG_OF_FEATURES_SPARSE, ExplanationMetadata_InputMetadata_INDICATOR, ExplanationMetadata_InputMetadata_COMBINED_EMBEDDING, ExplanationMetadata_InputMetadata_CONCAT_EMBEDDING

const (
	// Default value. This is the same as IDENTITY.
	ExplanationMetadata_InputMetadata_ENCODING_UNSPECIFIED ExplanationMetadata_InputMetadata_Encoding = 0
	// The tensor represents one feature.
	ExplanationMetadata_InputMetadata_IDENTITY ExplanationMetadata_InputMetadata_Encoding = 1
	// The tensor represents a bag of features where each index maps to
	// a feature.
	// [InputMetadata.index_feature_mapping][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.index_feature_mapping]
	// must be provided for this encoding. For example:
	// ```
	// input = [27, 6.0, 150]
	// index_feature_mapping = ["age", "height", "weight"]
	// ```
	ExplanationMetadata_InputMetadata_BAG_OF_FEATURES ExplanationMetadata_InputMetadata_Encoding = 2
	// The tensor represents a bag of features where each index maps to a
	// feature. Zero values in the tensor indicates feature being
	// non-existent.
	// [InputMetadata.index_feature_mapping][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.index_feature_mapping]
	// must be provided for this encoding. For example:
	// ```
	// input = [2, 0, 5, 0, 1]
	// index_feature_mapping = ["a", "b", "c", "d", "e"]
	// ```
	ExplanationMetadata_InputMetadata_BAG_OF_FEATURES_SPARSE ExplanationMetadata_InputMetadata_Encoding = 3
	// The tensor is a list of binaries representing whether a feature exists
	// or not (1 indicates existence).
	// [InputMetadata.index_feature_mapping][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.index_feature_mapping]
	// must be provided for this encoding. For example:
	// ```
	// input = [1, 0, 1, 0, 1]
	// index_feature_mapping = ["a", "b", "c", "d", "e"]
	// ```
	ExplanationMetadata_InputMetadata_INDICATOR ExplanationMetadata_InputMetadata_Encoding = 4
	// The tensor is encoded into a 1-dimensional array represented by an
	// encoded tensor.
	// [InputMetadata.encoded_tensor_name][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.encoded_tensor_name]
	// must be provided for this encoding. For example:
	// ```
	// input = ["This", "is", "a", "test", "."]
	// encoded = [0.1, 0.2, 0.3, 0.4, 0.5]
	// ```
	ExplanationMetadata_InputMetadata_COMBINED_EMBEDDING ExplanationMetadata_InputMetadata_Encoding = 5
	// Select this encoding when the input tensor is encoded into a
	// 2-dimensional array represented by an encoded tensor.
	// [InputMetadata.encoded_tensor_name][google.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.encoded_tensor_name]
	// must be provided for this encoding. The first dimension of the encoded
	// tensor's shape is the same as the input tensor's shape. For example:
	// ```
	// input = ["This", "is", "a", "test", "."]
	// encoded = [[0.1, 0.2, 0.3, 0.4, 0.5],
	//
	//	[0.2, 0.1, 0.4, 0.3, 0.5],
	//	[0.5, 0.1, 0.3, 0.5, 0.4],
	//	[0.5, 0.3, 0.1, 0.2, 0.4],
	//	[0.4, 0.3, 0.2, 0.5, 0.1]]
	//
	// ```
	ExplanationMetadata_InputMetadata_CONCAT_EMBEDDING ExplanationMetadata_InputMetadata_Encoding = 6
)

func (ExplanationMetadata_InputMetadata_Encoding) Descriptor

func (ExplanationMetadata_InputMetadata_Encoding) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Encoding) Enum

func (x ExplanationMetadata_InputMetadata_Encoding) Enum() *ExplanationMetadata_InputMetadata_Encoding

func (ExplanationMetadata_InputMetadata_Encoding) EnumDescriptor

func (ExplanationMetadata_InputMetadata_Encoding) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Encoding.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Encoding) Number

func (x ExplanationMetadata_InputMetadata_Encoding) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Encoding) String

func (x ExplanationMetadata_InputMetadata_Encoding) String() string

func (ExplanationMetadata_InputMetadata_Encoding) Type

func (ExplanationMetadata_InputMetadata_Encoding) Type() protoreflect.EnumType

ExplanationMetadata_InputMetadata_FeatureValueDomain

type ExplanationMetadata_InputMetadata_FeatureValueDomain struct {

	// The minimum permissible value for this feature.
	MinValue float32 `protobuf:"fixed32,1,opt,name=min_value,json=minValue,proto3" json:"min_value,omitempty"`
	// The maximum permissible value for this feature.
	MaxValue float32 `protobuf:"fixed32,2,opt,name=max_value,json=maxValue,proto3" json:"max_value,omitempty"`
	// If this input feature has been normalized to a mean value of 0,
	// the original_mean specifies the mean value of the domain prior to
	// normalization.
	OriginalMean float32 `protobuf:"fixed32,3,opt,name=original_mean,json=originalMean,proto3" json:"original_mean,omitempty"`
	// If this input feature has been normalized to a standard deviation of
	// 1.0, the original_stddev specifies the standard deviation of the domain
	// prior to normalization.
	OriginalStddev float32 `protobuf:"fixed32,4,opt,name=original_stddev,json=originalStddev,proto3" json:"original_stddev,omitempty"`
	// contains filtered or unexported fields
}

Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Descriptor

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_FeatureValueDomain.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMaxValue

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMaxValue() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMinValue

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMinValue() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalMean

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalMean() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalStddev

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalStddev() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoMessage

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoMessage()

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoReflect

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Reset

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) Reset()

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) String

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) String() string

ExplanationMetadata_InputMetadata_Visualization

type ExplanationMetadata_InputMetadata_Visualization struct {
	Type ExplanationMetadata_InputMetadata_Visualization_Type "" /* 152 byte string literal not displayed */

	Polarity ExplanationMetadata_InputMetadata_Visualization_Polarity "" /* 164 byte string literal not displayed */

	ColorMap ExplanationMetadata_InputMetadata_Visualization_ColorMap "" /* 180 byte string literal not displayed */

	ClipPercentUpperbound float32 "" /* 128 byte string literal not displayed */

	ClipPercentLowerbound float32 "" /* 128 byte string literal not displayed */

	OverlayType ExplanationMetadata_InputMetadata_Visualization_OverlayType "" /* 192 byte string literal not displayed */

}

Visualization configurations for image explanation.

func (*ExplanationMetadata_InputMetadata_Visualization) Descriptor

func (*ExplanationMetadata_InputMetadata_Visualization) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_InputMetadata_Visualization) GetClipPercentLowerbound

func (x *ExplanationMetadata_InputMetadata_Visualization) GetClipPercentLowerbound() float32

func (*ExplanationMetadata_InputMetadata_Visualization) GetClipPercentUpperbound

func (x *ExplanationMetadata_InputMetadata_Visualization) GetClipPercentUpperbound() float32

func (*ExplanationMetadata_InputMetadata_Visualization) GetColorMap

func (x *ExplanationMetadata_InputMetadata_Visualization) GetColorMap() ExplanationMetadata_InputMetadata_Visualization_ColorMap

func (*ExplanationMetadata_InputMetadata_Visualization) GetOverlayType

func (x *ExplanationMetadata_InputMetadata_Visualization) GetOverlayType() ExplanationMetadata_InputMetadata_Visualization_OverlayType

func (*ExplanationMetadata_InputMetadata_Visualization) GetPolarity

func (x *ExplanationMetadata_InputMetadata_Visualization) GetPolarity() ExplanationMetadata_InputMetadata_Visualization_Polarity

func (*ExplanationMetadata_InputMetadata_Visualization) GetType

func (x *ExplanationMetadata_InputMetadata_Visualization) GetType() ExplanationMetadata_InputMetadata_Visualization_Type

func (*ExplanationMetadata_InputMetadata_Visualization) ProtoMessage

func (*ExplanationMetadata_InputMetadata_Visualization) ProtoMessage()

func (*ExplanationMetadata_InputMetadata_Visualization) ProtoReflect

func (x *ExplanationMetadata_InputMetadata_Visualization) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_InputMetadata_Visualization) Reset

func (x *ExplanationMetadata_InputMetadata_Visualization) Reset()

func (*ExplanationMetadata_InputMetadata_Visualization) String

func (x *ExplanationMetadata_InputMetadata_Visualization) String() string

ExplanationMetadata_InputMetadata_Visualization_ColorMap

type ExplanationMetadata_InputMetadata_Visualization_ColorMap int32

The color scheme used for highlighting areas.

ExplanationMetadata_InputMetadata_Visualization_COLOR_MAP_UNSPECIFIED, ExplanationMetadata_InputMetadata_Visualization_PINK_GREEN, ExplanationMetadata_InputMetadata_Visualization_VIRIDIS, ExplanationMetadata_InputMetadata_Visualization_RED, ExplanationMetadata_InputMetadata_Visualization_GREEN, ExplanationMetadata_InputMetadata_Visualization_RED_GREEN, ExplanationMetadata_InputMetadata_Visualization_PINK_WHITE_GREEN

const (
	// Should not be used.
	ExplanationMetadata_InputMetadata_Visualization_COLOR_MAP_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_ColorMap = 0
	// Positive: green. Negative: pink.
	ExplanationMetadata_InputMetadata_Visualization_PINK_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 1
	// Viridis color map: A perceptually uniform color mapping which is
	// easier to see by those with colorblindness and progresses from yellow
	// to green to blue. Positive: yellow. Negative: blue.
	ExplanationMetadata_InputMetadata_Visualization_VIRIDIS ExplanationMetadata_InputMetadata_Visualization_ColorMap = 2
	// Positive: red. Negative: red.
	ExplanationMetadata_InputMetadata_Visualization_RED ExplanationMetadata_InputMetadata_Visualization_ColorMap = 3
	// Positive: green. Negative: green.
	ExplanationMetadata_InputMetadata_Visualization_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 4
	// Positive: green. Negative: red.
	ExplanationMetadata_InputMetadata_Visualization_RED_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 6
	// PiYG palette.
	ExplanationMetadata_InputMetadata_Visualization_PINK_WHITE_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 5
)

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Descriptor

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Enum

func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) Enum() *ExplanationMetadata_InputMetadata_Visualization_ColorMap

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_ColorMap.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Number

func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) String

func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) String() string

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Type

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Type() protoreflect.EnumType

ExplanationMetadata_InputMetadata_Visualization_OverlayType

type ExplanationMetadata_InputMetadata_Visualization_OverlayType int32

How the original image is displayed in the visualization.

ExplanationMetadata_InputMetadata_Visualization_OVERLAY_TYPE_UNSPECIFIED, ExplanationMetadata_InputMetadata_Visualization_NONE, ExplanationMetadata_InputMetadata_Visualization_ORIGINAL, ExplanationMetadata_InputMetadata_Visualization_GRAYSCALE, ExplanationMetadata_InputMetadata_Visualization_MASK_BLACK

const (
	// Default value. This is the same as NONE.
	ExplanationMetadata_InputMetadata_Visualization_OVERLAY_TYPE_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_OverlayType = 0
	// No overlay.
	ExplanationMetadata_InputMetadata_Visualization_NONE ExplanationMetadata_InputMetadata_Visualization_OverlayType = 1
	// The attributions are shown on top of the original image.
	ExplanationMetadata_InputMetadata_Visualization_ORIGINAL ExplanationMetadata_InputMetadata_Visualization_OverlayType = 2
	// The attributions are shown on top of grayscaled version of the
	// original image.
	ExplanationMetadata_InputMetadata_Visualization_GRAYSCALE ExplanationMetadata_InputMetadata_Visualization_OverlayType = 3
	// The attributions are used as a mask to reveal predictive parts of
	// the image and hide the un-predictive parts.
	ExplanationMetadata_InputMetadata_Visualization_MASK_BLACK ExplanationMetadata_InputMetadata_Visualization_OverlayType = 4
)

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Descriptor

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Enum

func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) Enum() *ExplanationMetadata_InputMetadata_Visualization_OverlayType

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_OverlayType.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Number

func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) String

func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) String() string

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Type

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Type() protoreflect.EnumType

ExplanationMetadata_InputMetadata_Visualization_Polarity

type ExplanationMetadata_InputMetadata_Visualization_Polarity int32

Whether to only highlight pixels with positive contributions, negative or both. Defaults to POSITIVE.

ExplanationMetadata_InputMetadata_Visualization_POLARITY_UNSPECIFIED, ExplanationMetadata_InputMetadata_Visualization_POSITIVE, ExplanationMetadata_InputMetadata_Visualization_NEGATIVE, ExplanationMetadata_InputMetadata_Visualization_BOTH

const (
	// Default value. This is the same as POSITIVE.
	ExplanationMetadata_InputMetadata_Visualization_POLARITY_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_Polarity = 0
	// Highlights the pixels/outlines that were most influential to the
	// model's prediction.
	ExplanationMetadata_InputMetadata_Visualization_POSITIVE ExplanationMetadata_InputMetadata_Visualization_Polarity = 1
	// Setting polarity to negative highlights areas that does not lead to
	// the models's current prediction.
	ExplanationMetadata_InputMetadata_Visualization_NEGATIVE ExplanationMetadata_InputMetadata_Visualization_Polarity = 2
	// Shows both positive and negative attributions.
	ExplanationMetadata_InputMetadata_Visualization_BOTH ExplanationMetadata_InputMetadata_Visualization_Polarity = 3
)

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Descriptor

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Enum

func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) Enum() *ExplanationMetadata_InputMetadata_Visualization_Polarity

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_Polarity.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Number

func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) String

func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) String() string

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Type

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Type() protoreflect.EnumType

ExplanationMetadata_InputMetadata_Visualization_Type

type ExplanationMetadata_InputMetadata_Visualization_Type int32

Type of the image visualization. Only applicable to [Integrated Gradients attribution][google.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution].

ExplanationMetadata_InputMetadata_Visualization_TYPE_UNSPECIFIED, ExplanationMetadata_InputMetadata_Visualization_PIXELS, ExplanationMetadata_InputMetadata_Visualization_OUTLINES

const (
	// Should not be used.
	ExplanationMetadata_InputMetadata_Visualization_TYPE_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_Type = 0
	// Shows which pixel contributed to the image prediction.
	ExplanationMetadata_InputMetadata_Visualization_PIXELS ExplanationMetadata_InputMetadata_Visualization_Type = 1
	// Shows which region contributed to the image prediction by outlining
	// the region.
	ExplanationMetadata_InputMetadata_Visualization_OUTLINES ExplanationMetadata_InputMetadata_Visualization_Type = 2
)

func (ExplanationMetadata_InputMetadata_Visualization_Type) Descriptor

func (ExplanationMetadata_InputMetadata_Visualization_Type) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_Type) Enum

func (x ExplanationMetadata_InputMetadata_Visualization_Type) Enum() *ExplanationMetadata_InputMetadata_Visualization_Type

func (ExplanationMetadata_InputMetadata_Visualization_Type) EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_Type) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_Type.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_Type) Number

func (x ExplanationMetadata_InputMetadata_Visualization_Type) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_Type) String

func (x ExplanationMetadata_InputMetadata_Visualization_Type) String() string

func (ExplanationMetadata_InputMetadata_Visualization_Type) Type

func (ExplanationMetadata_InputMetadata_Visualization_Type) Type() protoreflect.EnumType

ExplanationMetadata_OutputMetadata

type ExplanationMetadata_OutputMetadata struct {

	// Defines how to map
	// [Attribution.output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index]
	// to
	// [Attribution.output_display_name][google.cloud.aiplatform.v1beta1.Attribution.output_display_name].
	//
	// If neither of the fields are specified,
	// [Attribution.output_display_name][google.cloud.aiplatform.v1beta1.Attribution.output_display_name]
	// will not be populated.
	//
	// Types that are assignable to DisplayNameMapping:
	//
	//	*ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping
	//	*ExplanationMetadata_OutputMetadata_DisplayNameMappingKey
	DisplayNameMapping isExplanationMetadata_OutputMetadata_DisplayNameMapping `protobuf_oneof:"display_name_mapping"`
	// Name of the output tensor. Required and is only applicable to Vertex
	// AI provided images for Tensorflow.
	OutputTensorName string `protobuf:"bytes,3,opt,name=output_tensor_name,json=outputTensorName,proto3" json:"output_tensor_name,omitempty"`
	// contains filtered or unexported fields
}

Metadata of the prediction output to be explained.

func (*ExplanationMetadata_OutputMetadata) Descriptor

func (*ExplanationMetadata_OutputMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_OutputMetadata.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_OutputMetadata) GetDisplayNameMapping

func (m *ExplanationMetadata_OutputMetadata) GetDisplayNameMapping() isExplanationMetadata_OutputMetadata_DisplayNameMapping

func (*ExplanationMetadata_OutputMetadata) GetDisplayNameMappingKey

func (x *ExplanationMetadata_OutputMetadata) GetDisplayNameMappingKey() string

func (*ExplanationMetadata_OutputMetadata) GetIndexDisplayNameMapping

func (x *ExplanationMetadata_OutputMetadata) GetIndexDisplayNameMapping() *structpb.Value

func (*ExplanationMetadata_OutputMetadata) GetOutputTensorName

func (x *ExplanationMetadata_OutputMetadata) GetOutputTensorName() string

func (*ExplanationMetadata_OutputMetadata) ProtoMessage

func (*ExplanationMetadata_OutputMetadata) ProtoMessage()

func (*ExplanationMetadata_OutputMetadata) ProtoReflect

func (x *ExplanationMetadata_OutputMetadata) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_OutputMetadata) Reset

func (x *ExplanationMetadata_OutputMetadata) Reset()

func (*ExplanationMetadata_OutputMetadata) String

func (x *ExplanationMetadata_OutputMetadata) String() string

ExplanationMetadata_OutputMetadata_DisplayNameMappingKey

type ExplanationMetadata_OutputMetadata_DisplayNameMappingKey struct {
	// Specify a field name in the prediction to look for the display name.
	//
	// Use this if the prediction contains the display names for the outputs.
	//
	// The display names in the prediction must have the same shape of the
	// outputs, so that it can be located by
	// [Attribution.output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index]
	// for a specific output.
	DisplayNameMappingKey string `protobuf:"bytes,2,opt,name=display_name_mapping_key,json=displayNameMappingKey,proto3,oneof"`
}

ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping

type ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping struct {
	// Static mapping between the index and display name.
	//
	// Use this if the outputs are a deterministic n-dimensional array, e.g. a
	// list of scores of all the classes in a pre-defined order for a
	// multi-classification Model. It's not feasible if the outputs are
	// non-deterministic, e.g. the Model produces top-k classes or sort the
	// outputs by their values.
	//
	// The shape of the value must be an n-dimensional array of strings. The
	// number of dimensions must match that of the outputs to be explained.
	// The
	// [Attribution.output_display_name][google.cloud.aiplatform.v1beta1.Attribution.output_display_name]
	// is populated by locating in the mapping with
	// [Attribution.output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index].
	IndexDisplayNameMapping *structpb.Value `protobuf:"bytes,1,opt,name=index_display_name_mapping,json=indexDisplayNameMapping,proto3,oneof"`
}

ExplanationParameters

type ExplanationParameters struct {

	// Types that are assignable to Method:
	//
	//	*ExplanationParameters_SampledShapleyAttribution
	//	*ExplanationParameters_IntegratedGradientsAttribution
	//	*ExplanationParameters_XraiAttribution
	//	*ExplanationParameters_Examples
	Method isExplanationParameters_Method `protobuf_oneof:"method"`
	// If populated, returns attributions for top K indices of outputs
	// (defaults to 1). Only applies to Models that predicts more than one outputs
	// (e,g, multi-class Models). When set to -1, returns explanations for all
	// outputs.
	TopK int32 `protobuf:"varint,4,opt,name=top_k,json=topK,proto3" json:"top_k,omitempty"`
	// If populated, only returns attributions that have
	// [output_index][google.cloud.aiplatform.v1beta1.Attribution.output_index]
	// contained in output_indices. It must be an ndarray of integers, with the
	// same shape of the output it's explaining.
	//
	// If not populated, returns attributions for
	// [top_k][google.cloud.aiplatform.v1beta1.ExplanationParameters.top_k]
	// indices of outputs. If neither top_k nor output_indices is populated,
	// returns the argmax index of the outputs.
	//
	// Only applicable to Models that predict multiple outputs (e,g, multi-class
	// Models that predict multiple classes).
	OutputIndices *structpb.ListValue `protobuf:"bytes,5,opt,name=output_indices,json=outputIndices,proto3" json:"output_indices,omitempty"`
	// contains filtered or unexported fields
}

Parameters to configure explaining for Model's predictions.

func (*ExplanationParameters) Descriptor

func (*ExplanationParameters) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationParameters.ProtoReflect.Descriptor instead.

func (*ExplanationParameters) GetExamples

func (x *ExplanationParameters) GetExamples() *Examples

func (*ExplanationParameters) GetIntegratedGradientsAttribution

func (x *ExplanationParameters) GetIntegratedGradientsAttribution() *IntegratedGradientsAttribution

func (*ExplanationParameters) GetMethod

func (m *ExplanationParameters) GetMethod() isExplanationParameters_Method

func (*ExplanationParameters) GetOutputIndices

func (x *ExplanationParameters) GetOutputIndices() *structpb.ListValue

func (*ExplanationParameters) GetSampledShapleyAttribution

func (x *ExplanationParameters) GetSampledShapleyAttribution() *SampledShapleyAttribution

func (*ExplanationParameters) GetTopK

func (x *ExplanationParameters) GetTopK() int32

func (*ExplanationParameters) GetXraiAttribution

func (x *ExplanationParameters) GetXraiAttribution() *XraiAttribution

func (*ExplanationParameters) ProtoMessage

func (*ExplanationParameters) ProtoMessage()

func (*ExplanationParameters) ProtoReflect

func (x *ExplanationParameters) ProtoReflect() protoreflect.Message

func (*ExplanationParameters) Reset

func (x *ExplanationParameters) Reset()

func (*ExplanationParameters) String

func (x *ExplanationParameters) String() string

ExplanationParameters_Examples

type ExplanationParameters_Examples struct {
	// Example-based explanations that returns the nearest neighbors from the
	// provided dataset.
	Examples *Examples `protobuf:"bytes,7,opt,name=examples,proto3,oneof"`
}

ExplanationParameters_IntegratedGradientsAttribution

type ExplanationParameters_IntegratedGradientsAttribution struct {
	// An attribution method that computes Aumann-Shapley values taking
	// advantage of the model's fully differentiable structure. Refer to this
	// paper for more details: https://arxiv.org/abs/1703.01365
	IntegratedGradientsAttribution *IntegratedGradientsAttribution `protobuf:"bytes,2,opt,name=integrated_gradients_attribution,json=integratedGradientsAttribution,proto3,oneof"`
}

ExplanationParameters_SampledShapleyAttribution

type ExplanationParameters_SampledShapleyAttribution struct {
	// An attribution method that approximates Shapley values for features that
	// contribute to the label being predicted. A sampling strategy is used to
	// approximate the value rather than considering all subsets of features.
	// Refer to this paper for model details: https://arxiv.org/abs/1306.4265.
	SampledShapleyAttribution *SampledShapleyAttribution `protobuf:"bytes,1,opt,name=sampled_shapley_attribution,json=sampledShapleyAttribution,proto3,oneof"`
}

ExplanationParameters_XraiAttribution

type ExplanationParameters_XraiAttribution struct {
	// An attribution method that redistributes Integrated Gradients
	// attribution to segmented regions, taking advantage of the model's fully
	// differentiable structure. Refer to this paper for
	// more details: https://arxiv.org/abs/1906.02825
	//
	// XRAI currently performs better on natural images, like a picture of a
	// house or an animal. If the images are taken in artificial environments,
	// like a lab or manufacturing line, or from diagnostic equipment, like
	// x-rays or quality-control cameras, use Integrated Gradients instead.
	XraiAttribution *XraiAttribution `protobuf:"bytes,3,opt,name=xrai_attribution,json=xraiAttribution,proto3,oneof"`
}

ExplanationSpec

type ExplanationSpec struct {

	// Required. Parameters that configure explaining of the Model's predictions.
	Parameters *ExplanationParameters `protobuf:"bytes,1,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// Optional. Metadata describing the Model's input and output for explanation.
	Metadata *ExplanationMetadata `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// contains filtered or unexported fields
}

Specification of Model explanation.

func (*ExplanationSpec) Descriptor

func (*ExplanationSpec) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationSpec.ProtoReflect.Descriptor instead.

func (*ExplanationSpec) GetMetadata

func (x *ExplanationSpec) GetMetadata() *ExplanationMetadata

func (*ExplanationSpec) GetParameters

func (x *ExplanationSpec) GetParameters() *ExplanationParameters

func (*ExplanationSpec) ProtoMessage

func (*ExplanationSpec) ProtoMessage()

func (*ExplanationSpec) ProtoReflect

func (x *ExplanationSpec) ProtoReflect() protoreflect.Message

func (*ExplanationSpec) Reset

func (x *ExplanationSpec) Reset()

func (*ExplanationSpec) String

func (x *ExplanationSpec) String() string

ExplanationSpecOverride

type ExplanationSpecOverride struct {

	// The parameters to be overridden. Note that the
	// attribution method cannot be changed. If not specified,
	// no parameter is overridden.
	Parameters *ExplanationParameters `protobuf:"bytes,1,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// The metadata to be overridden. If not specified, no metadata is overridden.
	Metadata *ExplanationMetadataOverride `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// The example-based explanations parameter overrides.
	ExamplesOverride *ExamplesOverride `protobuf:"bytes,3,opt,name=examples_override,json=examplesOverride,proto3" json:"examples_override,omitempty"`
	// contains filtered or unexported fields
}

The [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] entries that can be overridden at [online explanation][google.cloud.aiplatform.v1beta1.PredictionService.Explain] time.

func (*ExplanationSpecOverride) Descriptor

func (*ExplanationSpecOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationSpecOverride.ProtoReflect.Descriptor instead.

func (*ExplanationSpecOverride) GetExamplesOverride

func (x *ExplanationSpecOverride) GetExamplesOverride() *ExamplesOverride

func (*ExplanationSpecOverride) GetMetadata

func (x *ExplanationSpecOverride) GetMetadata() *ExplanationMetadataOverride

func (*ExplanationSpecOverride) GetParameters

func (x *ExplanationSpecOverride) GetParameters() *ExplanationParameters

func (*ExplanationSpecOverride) ProtoMessage

func (*ExplanationSpecOverride) ProtoMessage()

func (*ExplanationSpecOverride) ProtoReflect

func (x *ExplanationSpecOverride) ProtoReflect() protoreflect.Message

func (*ExplanationSpecOverride) Reset

func (x *ExplanationSpecOverride) Reset()

func (*ExplanationSpecOverride) String

func (x *ExplanationSpecOverride) String() string

ExportDataConfig

type ExportDataConfig struct {

	// The destination of the output.
	//
	// Types that are assignable to Destination:
	//
	//	*ExportDataConfig_GcsDestination
	Destination isExportDataConfig_Destination `protobuf_oneof:"destination"`
	// The instructions how the export data should be split between the
	// training, validation and test sets.
	//
	// Types that are assignable to Split:
	//
	//	*ExportDataConfig_FractionSplit
	Split isExportDataConfig_Split `protobuf_oneof:"split"`
	// An expression for filtering what part of the Dataset is to be exported.
	// Only Annotations that match this filter will be exported. The filter syntax
	// is the same as in
	// [ListAnnotations][google.cloud.aiplatform.v1beta1.DatasetService.ListAnnotations].
	AnnotationsFilter string `protobuf:"bytes,2,opt,name=annotations_filter,json=annotationsFilter,proto3" json:"annotations_filter,omitempty"`
	// contains filtered or unexported fields
}

Describes what part of the Dataset is to be exported, the destination of the export and how to export.

func (*ExportDataConfig) Descriptor

func (*ExportDataConfig) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataConfig.ProtoReflect.Descriptor instead.

func (*ExportDataConfig) GetAnnotationsFilter

func (x *ExportDataConfig) GetAnnotationsFilter() string

func (*ExportDataConfig) GetDestination

func (m *ExportDataConfig) GetDestination() isExportDataConfig_Destination

func (*ExportDataConfig) GetFractionSplit

func (x *ExportDataConfig) GetFractionSplit() *ExportFractionSplit

func (*ExportDataConfig) GetGcsDestination

func (x *ExportDataConfig) GetGcsDestination() *GcsDestination

func (*ExportDataConfig) GetSplit

func (m *ExportDataConfig) GetSplit() isExportDataConfig_Split

func (*ExportDataConfig) ProtoMessage

func (*ExportDataConfig) ProtoMessage()

func (*ExportDataConfig) ProtoReflect

func (x *ExportDataConfig) ProtoReflect() protoreflect.Message

func (*ExportDataConfig) Reset

func (x *ExportDataConfig) Reset()

func (*ExportDataConfig) String

func (x *ExportDataConfig) String() string

ExportDataConfig_FractionSplit

type ExportDataConfig_FractionSplit struct {
	// Split based on fractions defining the size of each set.
	FractionSplit *ExportFractionSplit `protobuf:"bytes,5,opt,name=fraction_split,json=fractionSplit,proto3,oneof"`
}

ExportDataConfig_GcsDestination

type ExportDataConfig_GcsDestination struct {
	// The Google Cloud Storage location where the output is to be written to.
	// In the given directory a new directory will be created with name:
	// `export-data-

ExportDataOperationMetadata

type ExportDataOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// A Google Cloud Storage directory which path ends with '/'. The exported
	// data is stored in the directory.
	GcsOutputDirectory string `protobuf:"bytes,2,opt,name=gcs_output_directory,json=gcsOutputDirectory,proto3" json:"gcs_output_directory,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.ExportData][google.cloud.aiplatform.v1beta1.DatasetService.ExportData].

func (*ExportDataOperationMetadata) Descriptor

func (*ExportDataOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataOperationMetadata.ProtoReflect.Descriptor instead.

func (*ExportDataOperationMetadata) GetGcsOutputDirectory

func (x *ExportDataOperationMetadata) GetGcsOutputDirectory() string

func (*ExportDataOperationMetadata) GetGenericMetadata

func (x *ExportDataOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*ExportDataOperationMetadata) ProtoMessage

func (*ExportDataOperationMetadata) ProtoMessage()

func (*ExportDataOperationMetadata) ProtoReflect

func (x *ExportDataOperationMetadata) ProtoReflect() protoreflect.Message

func (*ExportDataOperationMetadata) Reset

func (x *ExportDataOperationMetadata) Reset()

func (*ExportDataOperationMetadata) String

func (x *ExportDataOperationMetadata) String() string

ExportDataRequest

type ExportDataRequest struct {

	// Required. The name of the Dataset resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The desired output location.
	ExportConfig *ExportDataConfig `protobuf:"bytes,2,opt,name=export_config,json=exportConfig,proto3" json:"export_config,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ExportData][google.cloud.aiplatform.v1beta1.DatasetService.ExportData].

func (*ExportDataRequest) Descriptor

func (*ExportDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataRequest.ProtoReflect.Descriptor instead.

func (*ExportDataRequest) GetExportConfig

func (x *ExportDataRequest) GetExportConfig() *ExportDataConfig

func (*ExportDataRequest) GetName

func (x *ExportDataRequest) GetName() string

func (*ExportDataRequest) ProtoMessage

func (*ExportDataRequest) ProtoMessage()

func (*ExportDataRequest) ProtoReflect

func (x *ExportDataRequest) ProtoReflect() protoreflect.Message

func (*ExportDataRequest) Reset

func (x *ExportDataRequest) Reset()

func (*ExportDataRequest) String

func (x *ExportDataRequest) String() string

ExportDataResponse

type ExportDataResponse struct {

	// All of the files that are exported in this export operation. For custom
	// code training export, only three (training, validation and test)
	// Cloud Storage paths in wildcard format are populated
	// (for example, gs://.../training-*).
	ExportedFiles []string `protobuf:"bytes,1,rep,name=exported_files,json=exportedFiles,proto3" json:"exported_files,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ExportData][google.cloud.aiplatform.v1beta1.DatasetService.ExportData].

func (*ExportDataResponse) Descriptor

func (*ExportDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataResponse.ProtoReflect.Descriptor instead.

func (*ExportDataResponse) GetExportedFiles

func (x *ExportDataResponse) GetExportedFiles() []string

func (*ExportDataResponse) ProtoMessage

func (*ExportDataResponse) ProtoMessage()

func (*ExportDataResponse) ProtoReflect

func (x *ExportDataResponse) ProtoReflect() protoreflect.Message

func (*ExportDataResponse) Reset

func (x *ExportDataResponse) Reset()

func (*ExportDataResponse) String

func (x *ExportDataResponse) String() string

ExportFeatureValuesOperationMetadata

type ExportFeatureValuesOperationMetadata struct {

	// Operation metadata for Featurestore export Feature values.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that exports Features values.

func (*ExportFeatureValuesOperationMetadata) Descriptor

func (*ExportFeatureValuesOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExportFeatureValuesOperationMetadata.ProtoReflect.Descriptor instead.

func (*ExportFeatureValuesOperationMetadata) GetGenericMetadata

func (x *ExportFeatureValuesOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*ExportFeatureValuesOperationMetadata) ProtoMessage

func (*ExportFeatureValuesOperationMetadata) ProtoMessage()

func (*ExportFeatureValuesOperationMetadata) ProtoReflect

func (x *ExportFeatureValuesOperationMetadata) ProtoReflect() protoreflect.Message

func (*ExportFeatureValuesOperationMetadata) Reset

func (x *ExportFeatureValuesOperationMetadata) Reset()

func (*ExportFeatureValuesOperationMetadata) String

func (x *ExportFeatureValuesOperationMetadata) String() string

ExportFeatureValuesRequest

type ExportFeatureValuesRequest struct {

	// Required. The mode in which Feature values are exported.
	//
	// Types that are assignable to Mode:
	//
	//	*ExportFeatureValuesRequest_SnapshotExport_
	//	*ExportFeatureValuesRequest_FullExport_
	Mode isExportFeatureValuesRequest_Mode `protobuf_oneof:"mode"`
	// Required. The resource name of the EntityType from which to export Feature
	// values. Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
	EntityType string `protobuf:"bytes,1,opt,name=entity_type,json=entityType,proto3" json:"entity_type,omitempty"`
	// Required. Specifies destination location and format.
	Destination *FeatureValueDestination `protobuf:"bytes,4,opt,name=destination,proto3" json:"destination,omitempty"`
	// Required. Selects Features to export values of.
	FeatureSelector *FeatureSelector `protobuf:"bytes,5,opt,name=feature_selector,json=featureSelector,proto3" json:"feature_selector,omitempty"`
	// Per-Feature export settings.
	Settings []*DestinationFeatureSetting `protobuf:"bytes,6,rep,name=settings,proto3" json:"settings,omitempty"`
	// contains filtered or unexported fields
}

Request message for [FeaturestoreService.ExportFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.ExportFeatureValues].

func (*ExportFeatureValuesRequest) Descriptor

func (*ExportFeatureValuesRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExportFeatureValuesRequest.ProtoReflect.Descriptor instead.

func (*ExportFeatureValuesRequest) GetDestination

func (x *ExportFeatureValuesRequest) GetDestination() *FeatureValueDestination

func (*ExportFeatureValuesRequest) GetEntityType

func (x *ExportFeatureValuesRequest) GetEntityType() string

func (*ExportFeatureValuesRequest) GetFeatureSelector

func (x *ExportFeatureValuesRequest) GetFeatureSelector() *FeatureSelector

func (*ExportFeatureValuesRequest) GetFullExport

func (x *ExportFeatureValuesRequest) GetFullExport() *ExportFeatureValuesRequest_FullExport

func (*ExportFeatureValuesRequest) GetMode

func (m *ExportFeatureValuesRequest) GetMode() isExportFeatureValuesRequest_Mode

func (*ExportFeatureValuesRequest) GetSettings

func (x *ExportFeatureValuesRequest) GetSettings() []*DestinationFeatureSetting

func (*ExportFeatureValuesRequest) GetSnapshotExport

func (x *ExportFeatureValuesRequest) GetSnapshotExport() *ExportFeatureValuesRequest_SnapshotExport

func (*ExportFeatureValuesRequest) ProtoMessage

func (*ExportFeatureValuesRequest) ProtoMessage()

func (*ExportFeatureValuesRequest) ProtoReflect

func (x *ExportFeatureValuesRequest) ProtoReflect() protoreflect.Message

func (*ExportFeatureValuesRequest) Reset

func (x *ExportFeatureValuesRequest) Reset()

func (*ExportFeatureValuesRequest) String

func (x *ExportFeatureValuesRequest) String() string

ExportFeatureValuesRequest_FullExport

type ExportFeatureValuesRequest_FullExport struct {

	// Excludes Feature values with feature generation timestamp before this
	// timestamp. If not set, retrieve oldest values kept in Feature Store.
	// Timestamp, if present, must not have higher than millisecond precision.
	StartTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
	// Exports Feature values as of this timestamp. If not set,
	// retrieve values as of now. Timestamp, if present, must not have higher
	// than millisecond precision.
	EndTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`
	// contains filtered or unexported fields
}

Describes exporting all historical Feature values of all entities of the EntityType between [start_time, end_time].

func (*ExportFeatureValuesRequest_FullExport) Descriptor

func (*ExportFeatureValuesRequest_FullExport) Descriptor() ([]byte, []int)

Deprecated: Use ExportFeatureValuesRequest_FullExport.ProtoReflect.Descriptor instead.

func (*ExportFeatureValuesRequest_FullExport) GetEndTime

func (x *ExportFeatureValuesRequest_FullExport) GetEndTime() *timestamppb.Timestamp

func (*ExportFeatureValuesRequest_FullExport) GetStartTime

func (x *ExportFeatureValuesRequest_FullExport) GetStartTime() *timestamppb.Timestamp

func (*ExportFeatureValuesRequest_FullExport) ProtoMessage

func (*ExportFeatureValuesRequest_FullExport) ProtoMessage()

func (*ExportFeatureValuesRequest_FullExport) ProtoReflect

func (x *ExportFeatureValuesRequest_FullExport) ProtoReflect() protoreflect.Message

func (*ExportFeatureValuesRequest_FullExport) Reset

func (x *ExportFeatureValuesRequest_FullExport) Reset()

func (*ExportFeatureValuesRequest_FullExport) String

func (x *ExportFeatureValuesRequest_FullExport) String() string

ExportFeatureValuesRequest_FullExport_

type ExportFeatureValuesRequest_FullExport_ struct {
	// Exports all historical values of all entities of the EntityType within a
	// time range
	FullExport *ExportFeatureValuesRequest_FullExport `protobuf:"bytes,7,opt,name=full_export,json=fullExport,proto3,oneof"`
}

ExportFeatureValuesRequest_SnapshotExport

type ExportFeatureValuesRequest_SnapshotExport struct {

	// Exports Feature values as of this timestamp. If not set,
	// retrieve values as of now. Timestamp, if present, must not have higher
	// than millisecond precision.
	SnapshotTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=snapshot_time,json=snapshotTime,proto3" json:"snapshot_time,omitempty"`
	// Excludes Feature values with feature generation timestamp before this
	// timestamp. If not set, retrieve oldest values kept in Feature Store.
	// Timestamp, if present, must not have higher than millisecond precision.
	StartTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
	// contains filtered or unexported fields
}

Describes exporting the latest Feature values of all entities of the EntityType between [start_time, snapshot_time].

func (*ExportFeatureValuesRequest_SnapshotExport) Descriptor

func (*ExportFeatureValuesRequest_SnapshotExport) Descriptor() ([]byte, []int)

Deprecated: Use ExportFeatureValuesRequest_SnapshotExport.ProtoReflect.Descriptor instead.

func (*ExportFeatureValuesRequest_SnapshotExport) GetSnapshotTime

func (x *ExportFeatureValuesRequest_SnapshotExport) GetSnapshotTime() *timestamppb.Timestamp

func (*ExportFeatureValuesRequest_SnapshotExport) GetStartTime

func (x *ExportFeatureValuesRequest_SnapshotExport) GetStartTime() *timestamppb.Timestamp

func (*ExportFeatureValuesRequest_SnapshotExport) ProtoMessage

func (*ExportFeatureValuesRequest_SnapshotExport) ProtoMessage()

func (*ExportFeatureValuesRequest_SnapshotExport) ProtoReflect

func (x *ExportFeatureValuesRequest_SnapshotExport) ProtoReflect() protoreflect.Message

func (*ExportFeatureValuesRequest_SnapshotExport) Reset

func (x *ExportFeatureValuesRequest_SnapshotExport) Reset()

func (*ExportFeatureValuesRequest_SnapshotExport) String

func (x *ExportFeatureValuesRequest_SnapshotExport) String() string

ExportFeatureValuesRequest_SnapshotExport_

type ExportFeatureValuesRequest_SnapshotExport_ struct {
	// Exports the latest Feature values of all entities of the EntityType
	// within a time range.
	SnapshotExport *ExportFeatureValuesRequest_SnapshotExport `protobuf:"bytes,3,opt,name=snapshot_export,json=snapshotExport,proto3,oneof"`
}

ExportFeatureValuesResponse

type ExportFeatureValuesResponse struct {
	// contains filtered or unexported fields
}

Response message for [FeaturestoreService.ExportFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.ExportFeatureValues].

func (*ExportFeatureValuesResponse) Descriptor

func (*ExportFeatureValuesResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExportFeatureValuesResponse.ProtoReflect.Descriptor instead.

func (*ExportFeatureValuesResponse) ProtoMessage

func (*ExportFeatureValuesResponse) ProtoMessage()

func (*ExportFeatureValuesResponse) ProtoReflect

func (x *ExportFeatureValuesResponse) ProtoReflect() protoreflect.Message

func (*ExportFeatureValuesResponse) Reset

func (x *ExportFeatureValuesResponse) Reset()

func (*ExportFeatureValuesResponse) String

func (x *ExportFeatureValuesResponse) String() string

ExportFractionSplit

type ExportFractionSplit struct {

	// The fraction of the input data that is to be used to train the Model.
	TrainingFraction float64 `protobuf:"fixed64,1,opt,name=training_fraction,json=trainingFraction,proto3" json:"training_fraction,omitempty"`
	// The fraction of the input data that is to be used to validate the Model.
	ValidationFraction float64 `protobuf:"fixed64,2,opt,name=validation_fraction,json=validationFraction,proto3" json:"validation_fraction,omitempty"`
	// The fraction of the input data that is to be used to evaluate the Model.
	TestFraction float64 `protobuf:"fixed64,3,opt,name=test_fraction,json=testFraction,proto3" json:"test_fraction,omitempty"`
	// contains filtered or unexported fields
}

Assigns the input data to training, validation, and test sets as per the given fractions. Any of training_fraction, validation_fraction and test_fraction may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test.

func (*ExportFractionSplit) Descriptor

func (*ExportFractionSplit) Descriptor() ([]byte, []int)

Deprecated: Use ExportFractionSplit.ProtoReflect.Descriptor instead.

func (*ExportFractionSplit) GetTestFraction

func (x *ExportFractionSplit) GetTestFraction() float64

func (*ExportFractionSplit) GetTrainingFraction

func (x *ExportFractionSplit) GetTrainingFraction() float64

func (*ExportFractionSplit) GetValidationFraction

func (x *ExportFractionSplit) GetValidationFraction() float64

func (*ExportFractionSplit) ProtoMessage

func (*ExportFractionSplit) ProtoMessage()

func (*ExportFractionSplit) ProtoReflect

func (x *ExportFractionSplit) ProtoReflect() protoreflect.Message

func (*ExportFractionSplit) Reset

func (x *ExportFractionSplit) Reset()

func (*ExportFractionSplit) String

func (x *ExportFractionSplit) String() string

ExportModelOperationMetadata

type ExportModelOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// Output only. Information further describing the output of this Model
	// export.
	OutputInfo *ExportModelOperationMetadata_OutputInfo `protobuf:"bytes,2,opt,name=output_info,json=outputInfo,proto3" json:"output_info,omitempty"`
	// contains filtered or unexported fields
}

Details of [ModelService.ExportModel][google.cloud.aiplatform.v1beta1.ModelService.ExportModel] operation.

func (*ExportModelOperationMetadata) Descriptor

func (*ExportModelOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExportModelOperationMetadata.ProtoReflect.Descriptor instead.

func (*ExportModelOperationMetadata) GetGenericMetadata

func (x *ExportModelOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*ExportModelOperationMetadata) GetOutputInfo

func (x *ExportModelOperationMetadata) GetOutputInfo() *ExportModelOperationMetadata_OutputInfo

func (*ExportModelOperationMetadata) ProtoMessage

func (*ExportModelOperationMetadata) ProtoMessage()

func (*ExportModelOperationMetadata) ProtoReflect

func (x *ExportModelOperationMetadata) ProtoReflect() protoreflect.Message

func (*ExportModelOperationMetadata) Reset

func (x *ExportModelOperationMetadata) Reset()

func (*ExportModelOperationMetadata) String

func (x *ExportModelOperationMetadata) String() string

ExportModelOperationMetadata_OutputInfo

type ExportModelOperationMetadata_OutputInfo struct {

	// Output only. If the Model artifact is being exported to Google Cloud
	// Storage this is the full path of the directory created, into which the
	// Model files are being written to.
	ArtifactOutputUri string `protobuf:"bytes,2,opt,name=artifact_output_uri,json=artifactOutputUri,proto3" json:"artifact_output_uri,omitempty"`
	// Output only. If the Model image is being exported to Google Container
	// Registry or Artifact Registry this is the full path of the image created.
	ImageOutputUri string `protobuf:"bytes,3,opt,name=image_output_uri,json=imageOutputUri,proto3" json:"image_output_uri,omitempty"`
	// contains filtered or unexported fields
}

Further describes the output of the ExportModel. Supplements [ExportModelRequest.OutputConfig][google.cloud.aiplatform.v1beta1.ExportModelRequest.OutputConfig].

func (*ExportModelOperationMetadata_OutputInfo) Descriptor

func (*ExportModelOperationMetadata_OutputInfo) Descriptor() ([]byte, []int)

Deprecated: Use ExportModelOperationMetadata_OutputInfo.ProtoReflect.Descriptor instead.

func (*ExportModelOperationMetadata_OutputInfo) GetArtifactOutputUri

func (x *ExportModelOperationMetadata_OutputInfo) GetArtifactOutputUri() string

func (*ExportModelOperationMetadata_OutputInfo) GetImageOutputUri

func (x *ExportModelOperationMetadata_OutputInfo) GetImageOutputUri() string

func (*ExportModelOperationMetadata_OutputInfo) ProtoMessage

func (*ExportModelOperationMetadata_OutputInfo) ProtoMessage()

func (*ExportModelOperationMetadata_OutputInfo) ProtoReflect

func (x *ExportModelOperationMetadata_OutputInfo) ProtoReflect() protoreflect.Message

func (*ExportModelOperationMetadata_OutputInfo) Reset

func (x *ExportModelOperationMetadata_OutputInfo) Reset()

func (*ExportModelOperationMetadata_OutputInfo) String

func (x *ExportModelOperationMetadata_OutputInfo) String() string

ExportModelRequest

type ExportModelRequest struct {

	// Required. The resource name of the Model to export.
	// The resource name may contain version id or version alias to specify the
	// version, if no version is specified, the default version will be exported.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The desired output location and configuration.
	OutputConfig *ExportModelRequest_OutputConfig `protobuf:"bytes,2,opt,name=output_config,json=outputConfig,proto3" json:"output_config,omitempty"`
	// contains filtered or unexported fields
}

Request message for [ModelService.ExportModel][google.cloud.aiplatform.v1beta1.ModelService.ExportModel].

func (*ExportModelRequest) Descriptor

func (*ExportModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExportModelRequest.ProtoReflect.Descriptor instead.

func (*ExportModelRequest) GetName

func (x *ExportModelRequest) GetName() string

func (*ExportModelRequest) GetOutputConfig

func (x *ExportModelRequest) GetOutputConfig() *ExportModelRequest_OutputConfig

func (*ExportModelRequest) ProtoMessage

func (*ExportModelRequest) ProtoMessage()

func (*ExportModelRequest) ProtoReflect

func (x *ExportModelRequest) ProtoReflect() protoreflect.Message

func (*ExportModelRequest) Reset

func (x *ExportModelRequest) Reset()

func (*ExportModelRequest) String

func (x *ExportModelRequest) String() string

ExportModelRequest_OutputConfig

type ExportModelRequest_OutputConfig struct {

	// The ID of the format in which the Model must be exported. Each Model
	// lists the [export formats it
	// supports][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].
	// If no value is provided here, then the first from the list of the Model's
	// supported formats is used by default.
	ExportFormatId string `protobuf:"bytes,1,opt,name=export_format_id,json=exportFormatId,proto3" json:"export_format_id,omitempty"`
	// The Cloud Storage location where the Model artifact is to be
	// written to. Under the directory given as the destination a new one with
	// name "`model-export-

Output configuration for the Model export.

func (*ExportModelRequest_OutputConfig) Descriptor

func (*ExportModelRequest_OutputConfig) Descriptor() ([]byte, []int)

Deprecated: Use ExportModelRequest_OutputConfig.ProtoReflect.Descriptor instead.

func (*ExportModelRequest_OutputConfig) GetArtifactDestination

func (x *ExportModelRequest_OutputConfig) GetArtifactDestination() *GcsDestination

func (*ExportModelRequest_OutputConfig) GetExportFormatId

func (x *ExportModelRequest_OutputConfig) GetExportFormatId() string

func (*ExportModelRequest_OutputConfig) GetImageDestination

func (x *ExportModelRequest_OutputConfig) GetImageDestination() *ContainerRegistryDestination

func (*ExportModelRequest_OutputConfig) ProtoMessage

func (*ExportModelRequest_OutputConfig) ProtoMessage()

func (*ExportModelRequest_OutputConfig) ProtoReflect

func (x *ExportModelRequest_OutputConfig) ProtoReflect() protoreflect.Message

func (*ExportModelRequest_OutputConfig) Reset

func (x *ExportModelRequest_OutputConfig) Reset()

func (*ExportModelRequest_OutputConfig) String

func (x *ExportModelRequest_OutputConfig) String() string

ExportModelResponse

type ExportModelResponse struct {
	// contains filtered or unexported fields
}

Response message of [ModelService.ExportModel][google.cloud.aiplatform.v1beta1.ModelService.ExportModel] operation.

func (*ExportModelResponse) Descriptor

func (*ExportModelResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExportModelResponse.ProtoReflect.Descriptor instead.

func (*ExportModelResponse) ProtoMessage

func (*ExportModelResponse) ProtoMessage()

func (*ExportModelResponse) ProtoReflect

func (x *ExportModelResponse) ProtoReflect() protoreflect.Message

func (*ExportModelResponse) Reset

func (x *ExportModelResponse) Reset()

func (*ExportModelResponse) String

func (x *ExportModelResponse) String() string

ExportTensorboardTimeSeriesDataRequest

type ExportTensorboardTimeSeriesDataRequest struct {

	// Required. The resource name of the TensorboardTimeSeries to export data
	// from. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TensorboardTimeSeries string `protobuf:"bytes,1,opt,name=tensorboard_time_series,json=tensorboardTimeSeries,proto3" json:"tensorboard_time_series,omitempty"`
	// Exports the TensorboardTimeSeries' data that match the filter expression.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The maximum number of data points to return per page.
	// The default page_size is 1000. Values must be between 1 and 10000.
	// Values above 10000 are coerced to 10000.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A page token, received from a previous
	// [ExportTensorboardTimeSeriesData][google.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData]
	// call. Provide this to retrieve the subsequent page.
	//
	// When paginating, all other parameters provided to
	// [ExportTensorboardTimeSeriesData][google.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData]
	// must match the call that provided the page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Field to use to sort the TensorboardTimeSeries' data.
	// By default, TensorboardTimeSeries' data is returned in a pseudo random
	// order.
	OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ExportTensorboardTimeSeriesData][google.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData].

func (*ExportTensorboardTimeSeriesDataRequest) Descriptor

func (*ExportTensorboardTimeSeriesDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExportTensorboardTimeSeriesDataRequest.ProtoReflect.Descriptor instead.

func (*ExportTensorboardTimeSeriesDataRequest) GetFilter

func (x *ExportTensorboardTimeSeriesDataRequest) GetFilter() string

func (*ExportTensorboardTimeSeriesDataRequest) GetOrderBy

func (x *ExportTensorboardTimeSeriesDataRequest) GetOrderBy() string

func (*ExportTensorboardTimeSeriesDataRequest) GetPageSize

func (x *ExportTensorboardTimeSeriesDataRequest) GetPageSize() int32

func (*ExportTensorboardTimeSeriesDataRequest) GetPageToken

func (x *ExportTensorboardTimeSeriesDataRequest) GetPageToken() string

func (*ExportTensorboardTimeSeriesDataRequest) GetTensorboardTimeSeries

func (x *ExportTensorboardTimeSeriesDataRequest) GetTensorboardTimeSeries() string

func (*ExportTensorboardTimeSeriesDataRequest) ProtoMessage

func (*ExportTensorboardTimeSeriesDataRequest) ProtoMessage()

func (*ExportTensorboardTimeSeriesDataRequest) ProtoReflect

func (x *ExportTensorboardTimeSeriesDataRequest) ProtoReflect() protoreflect.Message

func (*ExportTensorboardTimeSeriesDataRequest) Reset

func (x *ExportTensorboardTimeSeriesDataRequest) Reset()

func (*ExportTensorboardTimeSeriesDataRequest) String

func (x *ExportTensorboardTimeSeriesDataRequest) String() string

ExportTensorboardTimeSeriesDataResponse

type ExportTensorboardTimeSeriesDataResponse struct {

	// The returned time series data points.
	TimeSeriesDataPoints []*TimeSeriesDataPoint `protobuf:"bytes,1,rep,name=time_series_data_points,json=timeSeriesDataPoints,proto3" json:"time_series_data_points,omitempty"`
	// A token, which can be sent as
	// [page_token][google.cloud.aiplatform.v1beta1.ExportTensorboardTimeSeriesDataRequest.page_token]
	// to retrieve the next page. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ExportTensorboardTimeSeriesData][google.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData].

func (*ExportTensorboardTimeSeriesDataResponse) Descriptor

func (*ExportTensorboardTimeSeriesDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExportTensorboardTimeSeriesDataResponse.ProtoReflect.Descriptor instead.

func (*ExportTensorboardTimeSeriesDataResponse) GetNextPageToken

func (x *ExportTensorboardTimeSeriesDataResponse) GetNextPageToken() string

func (*ExportTensorboardTimeSeriesDataResponse) GetTimeSeriesDataPoints

func (x *ExportTensorboardTimeSeriesDataResponse) GetTimeSeriesDataPoints() []*TimeSeriesDataPoint

func (*ExportTensorboardTimeSeriesDataResponse) ProtoMessage

func (*ExportTensorboardTimeSeriesDataResponse) ProtoMessage()

func (*ExportTensorboardTimeSeriesDataResponse) ProtoReflect

func (x *ExportTensorboardTimeSeriesDataResponse) ProtoReflect() protoreflect.Message

func (*ExportTensorboardTimeSeriesDataResponse) Reset

func (x *ExportTensorboardTimeSeriesDataResponse) Reset()

func (*ExportTensorboardTimeSeriesDataResponse) String

func (x *ExportTensorboardTimeSeriesDataResponse) String() string

Feature

type Feature struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`

	ValueType Feature_ValueType "" /* 144 byte string literal not displayed */

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`

	MonitoringConfig *FeaturestoreMonitoringConfig `protobuf:"bytes,9,opt,name=monitoring_config,json=monitoringConfig,proto3" json:"monitoring_config,omitempty"`

	DisableMonitoring bool `protobuf:"varint,12,opt,name=disable_monitoring,json=disableMonitoring,proto3" json:"disable_monitoring,omitempty"`

	MonitoringStats []*FeatureStatsAnomaly `protobuf:"bytes,10,rep,name=monitoring_stats,json=monitoringStats,proto3" json:"monitoring_stats,omitempty"`

	MonitoringStatsAnomalies []*Feature_MonitoringStatsAnomaly "" /* 136 byte string literal not displayed */

	VersionColumnName string `protobuf:"bytes,106,opt,name=version_column_name,json=versionColumnName,proto3" json:"version_column_name,omitempty"`

}

Feature Metadata information. For example, color is a feature that describes an apple.

func (*Feature) Descriptor

func (*Feature) Descriptor() ([]byte, []int)

Deprecated: Use Feature.ProtoReflect.Descriptor instead.

func (*Feature) GetCreateTime

func (x *Feature) GetCreateTime() *timestamppb.Timestamp

func (*Feature) GetDescription

func (x *Feature) GetDescription() string

func (*Feature) GetDisableMonitoring

func (x *Feature) GetDisableMonitoring() bool

func (*Feature) GetEtag

func (x *Feature) GetEtag() string

func (*Feature) GetLabels

func (x *Feature) GetLabels() map[string]string

func (*Feature) GetMonitoringConfig

func (x *Feature) GetMonitoringConfig() *FeaturestoreMonitoringConfig

Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/feature.proto.

func (*Feature) GetMonitoringStats

func (x *Feature) GetMonitoringStats() []*FeatureStatsAnomaly

func (*Feature) GetMonitoringStatsAnomalies

func (x *Feature) GetMonitoringStatsAnomalies() []*Feature_MonitoringStatsAnomaly

func (*Feature) GetName

func (x *Feature) GetName() string

func (*Feature) GetUpdateTime

func (x *Feature) GetUpdateTime() *timestamppb.Timestamp

func (*Feature) GetValueType

func (x *Feature) GetValueType() Feature_ValueType

func (*Feature) GetVersionColumnName

func (x *Feature) GetVersionColumnName() string

func (*Feature) ProtoMessage

func (*Feature) ProtoMessage()

func (*Feature) ProtoReflect

func (x *Feature) ProtoReflect() protoreflect.Message

func (*Feature) Reset

func (x *Feature) Reset()

func (*Feature) String

func (x *Feature) String() string

FeatureGroup

type FeatureGroup struct {
	Source isFeatureGroup_Source `protobuf_oneof:"source"`

	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Etag string `protobuf:"bytes,4,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	Description string `protobuf:"bytes,6,opt,name=description,proto3" json:"description,omitempty"`

}

Vertex AI Feature Group.

func (*FeatureGroup) Descriptor

func (*FeatureGroup) Descriptor() ([]byte, []int)

Deprecated: Use FeatureGroup.ProtoReflect.Descriptor instead.

func (*FeatureGroup) GetBigQuery

func (x *FeatureGroup) GetBigQuery() *FeatureGroup_BigQuery

func (*FeatureGroup) GetCreateTime

func (x *FeatureGroup) GetCreateTime() *timestamppb.Timestamp

func (*FeatureGroup) GetDescription

func (x *FeatureGroup) GetDescription() string

func (*FeatureGroup) GetEtag

func (x *FeatureGroup) GetEtag() string

func (*FeatureGroup) GetLabels

func (x *FeatureGroup) GetLabels() map[string]string

func (*FeatureGroup) GetName

func (x *FeatureGroup) GetName() string

func (*FeatureGroup) GetSource

func (m *FeatureGroup) GetSource() isFeatureGroup_Source

func (*FeatureGroup) GetUpdateTime

func (x *FeatureGroup) GetUpdateTime() *timestamppb.Timestamp

func (*FeatureGroup) ProtoMessage

func (*FeatureGroup) ProtoMessage()

func (*FeatureGroup) ProtoReflect

func (x *FeatureGroup) ProtoReflect() protoreflect.Message

func (*FeatureGroup) Reset

func (x *FeatureGroup) Reset()

func (*FeatureGroup) String

func (x *FeatureGroup) String() string

FeatureGroup_BigQuery

type FeatureGroup_BigQuery struct {

	// Required. Immutable. The BigQuery source URI that points to either a
	// BigQuery Table or View.
	BigQuerySource *BigQuerySource `protobuf:"bytes,1,opt,name=big_query_source,json=bigQuerySource,proto3" json:"big_query_source,omitempty"`
	// Optional. Columns to construct entity_id / row keys. Currently only
	// supports 1 entity_id_column. If not provided defaults to `entity_id`.
	EntityIdColumns []string `protobuf:"bytes,2,rep,name=entity_id_columns,json=entityIdColumns,proto3" json:"entity_id_columns,omitempty"`
	// contains filtered or unexported fields
}

Input source type for BigQuery Tables and Views.

func (*FeatureGroup_BigQuery) Descriptor

func (*FeatureGroup_BigQuery) Descriptor() ([]byte, []int)

Deprecated: Use FeatureGroup_BigQuery.ProtoReflect.Descriptor instead.

func (*FeatureGroup_BigQuery) GetBigQuerySource

func (x *FeatureGroup_BigQuery) GetBigQuerySource() *BigQuerySource

func (*FeatureGroup_BigQuery) GetEntityIdColumns

func (x *FeatureGroup_BigQuery) GetEntityIdColumns() []string

func (*FeatureGroup_BigQuery) ProtoMessage

func (*FeatureGroup_BigQuery) ProtoMessage()

func (*FeatureGroup_BigQuery) ProtoReflect

func (x *FeatureGroup_BigQuery) ProtoReflect() protoreflect.Message

func (*FeatureGroup_BigQuery) Reset

func (x *FeatureGroup_BigQuery) Reset()

func (*FeatureGroup_BigQuery) String

func (x *FeatureGroup_BigQuery) String() string

FeatureGroup_BigQuery_

type FeatureGroup_BigQuery_ struct {
	// Indicates that features for this group come from BigQuery Table/View.
	// By default treats the source as a sparse time series source, which is
	// required to have an entity_id and a feature_timestamp column in the
	// source.
	BigQuery *FeatureGroup_BigQuery `protobuf:"bytes,7,opt,name=big_query,json=bigQuery,proto3,oneof"`
}

FeatureNoiseSigma

type FeatureNoiseSigma struct {

	// Noise sigma per feature. No noise is added to features that are not set.
	NoiseSigma []*FeatureNoiseSigma_NoiseSigmaForFeature `protobuf:"bytes,1,rep,name=noise_sigma,json=noiseSigma,proto3" json:"noise_sigma,omitempty"`
	// contains filtered or unexported fields
}

Noise sigma by features. Noise sigma represents the standard deviation of the gaussian kernel that will be used to add noise to interpolated inputs prior to computing gradients.

func (*FeatureNoiseSigma) Descriptor

func (*FeatureNoiseSigma) Descriptor() ([]byte, []int)

Deprecated: Use FeatureNoiseSigma.ProtoReflect.Descriptor instead.

func (*FeatureNoiseSigma) GetNoiseSigma

func (x *FeatureNoiseSigma) GetNoiseSigma() []*FeatureNoiseSigma_NoiseSigmaForFeature

func (*FeatureNoiseSigma) ProtoMessage

func (*FeatureNoiseSigma) ProtoMessage()

func (*FeatureNoiseSigma) ProtoReflect

func (x *FeatureNoiseSigma) ProtoReflect() protoreflect.Message

func (*FeatureNoiseSigma) Reset

func (x *FeatureNoiseSigma) Reset()

func (*FeatureNoiseSigma) String

func (x *FeatureNoiseSigma) String() string

FeatureNoiseSigma_NoiseSigmaForFeature

type FeatureNoiseSigma_NoiseSigmaForFeature struct {

	// The name of the input feature for which noise sigma is provided. The
	// features are defined in
	// [explanation metadata
	// inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// This represents the standard deviation of the Gaussian kernel that will
	// be used to add noise to the feature prior to computing gradients. Similar
	// to
	// [noise_sigma][google.cloud.aiplatform.v1beta1.SmoothGradConfig.noise_sigma]
	// but represents the noise added to the current feature. Defaults to 0.1.
	Sigma float32 `protobuf:"fixed32,2,opt,name=sigma,proto3" json:"sigma,omitempty"`
	// contains filtered or unexported fields
}

Noise sigma for a single feature.

func (*FeatureNoiseSigma_NoiseSigmaForFeature) Descriptor

func (*FeatureNoiseSigma_NoiseSigmaForFeature) Descriptor() ([]byte, []int)

Deprecated: Use FeatureNoiseSigma_NoiseSigmaForFeature.ProtoReflect.Descriptor instead.

func (*FeatureNoiseSigma_NoiseSigmaForFeature) GetName

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) GetName() string

func (*FeatureNoiseSigma_NoiseSigmaForFeature) GetSigma

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) GetSigma() float32

func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoMessage

func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoMessage()

func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoReflect

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) ProtoReflect() protoreflect.Message

func (*FeatureNoiseSigma_NoiseSigmaForFeature) Reset

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) Reset()

func (*FeatureNoiseSigma_NoiseSigmaForFeature) String

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) String() string

FeatureOnlineStore

type FeatureOnlineStore struct {
	StorageType isFeatureOnlineStore_StorageType `protobuf_oneof:"storage_type"`

	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Etag string `protobuf:"bytes,5,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	State FeatureOnlineStore_State `protobuf:"varint,7,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.FeatureOnlineStore_State" json:"state,omitempty"`

	DedicatedServingEndpoint *FeatureOnlineStore_DedicatedServingEndpoint "" /* 136 byte string literal not displayed */

	EmbeddingManagement *FeatureOnlineStore_EmbeddingManagement `protobuf:"bytes,11,opt,name=embedding_management,json=embeddingManagement,proto3" json:"embedding_management,omitempty"`

}

Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

func (*FeatureOnlineStore) Descriptor

func (*FeatureOnlineStore) Descriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore.ProtoReflect.Descriptor instead.

func (*FeatureOnlineStore) GetBigtable

func (x *FeatureOnlineStore) GetBigtable() *FeatureOnlineStore_Bigtable

func (*FeatureOnlineStore) GetCreateTime

func (x *FeatureOnlineStore) GetCreateTime() *timestamppb.Timestamp

func (*FeatureOnlineStore) GetDedicatedServingEndpoint

func (x *FeatureOnlineStore) GetDedicatedServingEndpoint() *FeatureOnlineStore_DedicatedServingEndpoint

func (*FeatureOnlineStore) GetEmbeddingManagement

func (x *FeatureOnlineStore) GetEmbeddingManagement() *FeatureOnlineStore_EmbeddingManagement

func (*FeatureOnlineStore) GetEtag

func (x *FeatureOnlineStore) GetEtag() string

func (*FeatureOnlineStore) GetLabels

func (x *FeatureOnlineStore) GetLabels() map[string]string

func (*FeatureOnlineStore) GetName

func (x *FeatureOnlineStore) GetName() string

func (*FeatureOnlineStore) GetOptimized

func (x *FeatureOnlineStore) GetOptimized() *FeatureOnlineStore_Optimized

func (*FeatureOnlineStore) GetState

func (x *FeatureOnlineStore) GetState() FeatureOnlineStore_State

func (*FeatureOnlineStore) GetStorageType

func (m *FeatureOnlineStore) GetStorageType() isFeatureOnlineStore_StorageType

func (*FeatureOnlineStore) GetUpdateTime

func (x *FeatureOnlineStore) GetUpdateTime() *timestamppb.Timestamp

func (*FeatureOnlineStore) ProtoMessage

func (*FeatureOnlineStore) ProtoMessage()

func (*FeatureOnlineStore) ProtoReflect

func (x *FeatureOnlineStore) ProtoReflect() protoreflect.Message

func (*FeatureOnlineStore) Reset

func (x *FeatureOnlineStore) Reset()

func (*FeatureOnlineStore) String

func (x *FeatureOnlineStore) String() string

FeatureOnlineStoreAdminServiceClient

type FeatureOnlineStoreAdminServiceClient interface {
	// Creates a new FeatureOnlineStore in a given project and location.
	CreateFeatureOnlineStore(ctx context.Context, in *CreateFeatureOnlineStoreRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single FeatureOnlineStore.
	GetFeatureOnlineStore(ctx context.Context, in *GetFeatureOnlineStoreRequest, opts ...grpc.CallOption) (*FeatureOnlineStore, error)
	// Lists FeatureOnlineStores in a given project and location.
	ListFeatureOnlineStores(ctx context.Context, in *ListFeatureOnlineStoresRequest, opts ...grpc.CallOption) (*ListFeatureOnlineStoresResponse, error)
	// Updates the parameters of a single FeatureOnlineStore.
	UpdateFeatureOnlineStore(ctx context.Context, in *UpdateFeatureOnlineStoreRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deletes a single FeatureOnlineStore. The FeatureOnlineStore must not
	// contain any FeatureViews.
	DeleteFeatureOnlineStore(ctx context.Context, in *DeleteFeatureOnlineStoreRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Creates a new FeatureView in a given FeatureOnlineStore.
	CreateFeatureView(ctx context.Context, in *CreateFeatureViewRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single FeatureView.
	GetFeatureView(ctx context.Context, in *GetFeatureViewRequest, opts ...grpc.CallOption) (*FeatureView, error)
	// Lists FeatureViews in a given FeatureOnlineStore.
	ListFeatureViews(ctx context.Context, in *ListFeatureViewsRequest, opts ...grpc.CallOption) (*ListFeatureViewsResponse, error)
	// Updates the parameters of a single FeatureView.
	UpdateFeatureView(ctx context.Context, in *UpdateFeatureViewRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deletes a single FeatureView.
	DeleteFeatureView(ctx context.Context, in *DeleteFeatureViewRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Triggers on-demand sync for the FeatureView.
	SyncFeatureView(ctx context.Context, in *SyncFeatureViewRequest, opts ...grpc.CallOption) (*SyncFeatureViewResponse, error)
	// Gets details of a single FeatureViewSync.
	GetFeatureViewSync(ctx context.Context, in *GetFeatureViewSyncRequest, opts ...grpc.CallOption) (*FeatureViewSync, error)
	// Lists FeatureViewSyncs in a given FeatureView.
	ListFeatureViewSyncs(ctx context.Context, in *ListFeatureViewSyncsRequest, opts ...grpc.CallOption) (*ListFeatureViewSyncsResponse, error)
}

FeatureOnlineStoreAdminServiceClient is the client API for FeatureOnlineStoreAdminService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewFeatureOnlineStoreAdminServiceClient

func NewFeatureOnlineStoreAdminServiceClient(cc grpc.ClientConnInterface) FeatureOnlineStoreAdminServiceClient

FeatureOnlineStoreAdminServiceServer

type FeatureOnlineStoreAdminServiceServer interface {
	// Creates a new FeatureOnlineStore in a given project and location.
	CreateFeatureOnlineStore(context.Context, *CreateFeatureOnlineStoreRequest) (*longrunningpb.Operation, error)
	// Gets details of a single FeatureOnlineStore.
	GetFeatureOnlineStore(context.Context, *GetFeatureOnlineStoreRequest) (*FeatureOnlineStore, error)
	// Lists FeatureOnlineStores in a given project and location.
	ListFeatureOnlineStores(context.Context, *ListFeatureOnlineStoresRequest) (*ListFeatureOnlineStoresResponse, error)
	// Updates the parameters of a single FeatureOnlineStore.
	UpdateFeatureOnlineStore(context.Context, *UpdateFeatureOnlineStoreRequest) (*longrunningpb.Operation, error)
	// Deletes a single FeatureOnlineStore. The FeatureOnlineStore must not
	// contain any FeatureViews.
	DeleteFeatureOnlineStore(context.Context, *DeleteFeatureOnlineStoreRequest) (*longrunningpb.Operation, error)
	// Creates a new FeatureView in a given FeatureOnlineStore.
	CreateFeatureView(context.Context, *CreateFeatureViewRequest) (*longrunningpb.Operation, error)
	// Gets details of a single FeatureView.
	GetFeatureView(context.Context, *GetFeatureViewRequest) (*FeatureView, error)
	// Lists FeatureViews in a given FeatureOnlineStore.
	ListFeatureViews(context.Context, *ListFeatureViewsRequest) (*ListFeatureViewsResponse, error)
	// Updates the parameters of a single FeatureView.
	UpdateFeatureView(context.Context, *UpdateFeatureViewRequest) (*longrunningpb.Operation, error)
	// Deletes a single FeatureView.
	DeleteFeatureView(context.Context, *DeleteFeatureViewRequest) (*longrunningpb.Operation, error)
	// Triggers on-demand sync for the FeatureView.
	SyncFeatureView(context.Context, *SyncFeatureViewRequest) (*SyncFeatureViewResponse, error)
	// Gets details of a single FeatureViewSync.
	GetFeatureViewSync(context.Context, *GetFeatureViewSyncRequest) (*FeatureViewSync, error)
	// Lists FeatureViewSyncs in a given FeatureView.
	ListFeatureViewSyncs(context.Context, *ListFeatureViewSyncsRequest) (*ListFeatureViewSyncsResponse, error)
}

FeatureOnlineStoreAdminServiceServer is the server API for FeatureOnlineStoreAdminService service.

FeatureOnlineStoreServiceClient

type FeatureOnlineStoreServiceClient interface {
	// Fetch feature values under a FeatureView.
	FetchFeatureValues(ctx context.Context, in *FetchFeatureValuesRequest, opts ...grpc.CallOption) (*FetchFeatureValuesResponse, error)
	// Search the nearest entities under a FeatureView.
	// Search only works for indexable feature view; if a feature view isn't
	// indexable, returns Invalid argument response.
	SearchNearestEntities(ctx context.Context, in *SearchNearestEntitiesRequest, opts ...grpc.CallOption) (*SearchNearestEntitiesResponse, error)
}

FeatureOnlineStoreServiceClient is the client API for FeatureOnlineStoreService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewFeatureOnlineStoreServiceClient

func NewFeatureOnlineStoreServiceClient(cc grpc.ClientConnInterface) FeatureOnlineStoreServiceClient

FeatureOnlineStoreServiceServer

type FeatureOnlineStoreServiceServer interface {
	// Fetch feature values under a FeatureView.
	FetchFeatureValues(context.Context, *FetchFeatureValuesRequest) (*FetchFeatureValuesResponse, error)
	// Search the nearest entities under a FeatureView.
	// Search only works for indexable feature view; if a feature view isn't
	// indexable, returns Invalid argument response.
	SearchNearestEntities(context.Context, *SearchNearestEntitiesRequest) (*SearchNearestEntitiesResponse, error)
}

FeatureOnlineStoreServiceServer is the server API for FeatureOnlineStoreService service.

FeatureOnlineStore_Bigtable

type FeatureOnlineStore_Bigtable struct {

	// Required. Autoscaling config applied to Bigtable Instance.
	AutoScaling *FeatureOnlineStore_Bigtable_AutoScaling `protobuf:"bytes,1,opt,name=auto_scaling,json=autoScaling,proto3" json:"auto_scaling,omitempty"`
	// contains filtered or unexported fields
}

func (*FeatureOnlineStore_Bigtable) Descriptor

func (*FeatureOnlineStore_Bigtable) Descriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore_Bigtable.ProtoReflect.Descriptor instead.

func (*FeatureOnlineStore_Bigtable) GetAutoScaling

func (x *FeatureOnlineStore_Bigtable) GetAutoScaling() *FeatureOnlineStore_Bigtable_AutoScaling

func (*FeatureOnlineStore_Bigtable) ProtoMessage

func (*FeatureOnlineStore_Bigtable) ProtoMessage()

func (*FeatureOnlineStore_Bigtable) ProtoReflect

func (x *FeatureOnlineStore_Bigtable) ProtoReflect() protoreflect.Message

func (*FeatureOnlineStore_Bigtable) Reset

func (x *FeatureOnlineStore_Bigtable) Reset()

func (*FeatureOnlineStore_Bigtable) String

func (x *FeatureOnlineStore_Bigtable) String() string

FeatureOnlineStore_Bigtable_

type FeatureOnlineStore_Bigtable_ struct {
	// Contains settings for the Cloud Bigtable instance that will be created
	// to serve featureValues for all FeatureViews under this
	// FeatureOnlineStore.
	Bigtable *FeatureOnlineStore_Bigtable `protobuf:"bytes,8,opt,name=bigtable,proto3,oneof"`
}

FeatureOnlineStore_Bigtable_AutoScaling

type FeatureOnlineStore_Bigtable_AutoScaling struct {

	// Required. The minimum number of nodes to scale down to. Must be greater
	// than or equal to 1.
	MinNodeCount int32 `protobuf:"varint,1,opt,name=min_node_count,json=minNodeCount,proto3" json:"min_node_count,omitempty"`
	// Required. The maximum number of nodes to scale up to. Must be greater
	// than or equal to min_node_count, and less than or equal to 10 times of
	// 'min_node_count'.
	MaxNodeCount int32 `protobuf:"varint,2,opt,name=max_node_count,json=maxNodeCount,proto3" json:"max_node_count,omitempty"`
	// Optional. A percentage of the cluster's CPU capacity. Can be from 10%
	// to 80%. When a cluster's CPU utilization exceeds the target that you
	// have set, Bigtable immediately adds nodes to the cluster. When CPU
	// utilization is substantially lower than the target, Bigtable removes
	// nodes. If not set will default to 50%.
	CpuUtilizationTarget int32 `protobuf:"varint,3,opt,name=cpu_utilization_target,json=cpuUtilizationTarget,proto3" json:"cpu_utilization_target,omitempty"`
	// contains filtered or unexported fields
}

func (*FeatureOnlineStore_Bigtable_AutoScaling) Descriptor

func (*FeatureOnlineStore_Bigtable_AutoScaling) Descriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore_Bigtable_AutoScaling.ProtoReflect.Descriptor instead.

func (*FeatureOnlineStore_Bigtable_AutoScaling) GetCpuUtilizationTarget

func (x *FeatureOnlineStore_Bigtable_AutoScaling) GetCpuUtilizationTarget() int32

func (*FeatureOnlineStore_Bigtable_AutoScaling) GetMaxNodeCount

func (x *FeatureOnlineStore_Bigtable_AutoScaling) GetMaxNodeCount() int32

func (*FeatureOnlineStore_Bigtable_AutoScaling) GetMinNodeCount

func (x *FeatureOnlineStore_Bigtable_AutoScaling) GetMinNodeCount() int32

func (*FeatureOnlineStore_Bigtable_AutoScaling) ProtoMessage

func (*FeatureOnlineStore_Bigtable_AutoScaling) ProtoMessage()

func (*FeatureOnlineStore_Bigtable_AutoScaling) ProtoReflect

func (x *FeatureOnlineStore_Bigtable_AutoScaling) ProtoReflect() protoreflect.Message

func (*FeatureOnlineStore_Bigtable_AutoScaling) Reset

func (x *FeatureOnlineStore_Bigtable_AutoScaling) Reset()

func (*FeatureOnlineStore_Bigtable_AutoScaling) String

func (x *FeatureOnlineStore_Bigtable_AutoScaling) String() string

FeatureOnlineStore_DedicatedServingEndpoint

type FeatureOnlineStore_DedicatedServingEndpoint struct {
	PublicEndpointDomainName string "" /* 137 byte string literal not displayed */

	PrivateServiceConnectConfig *PrivateServiceConnectConfig "" /* 146 byte string literal not displayed */

	ServiceAttachment string `protobuf:"bytes,4,opt,name=service_attachment,json=serviceAttachment,proto3" json:"service_attachment,omitempty"`

}

The dedicated serving endpoint for this FeatureOnlineStore. Only need to set when you choose Optimized storage type or enable EmbeddingManagement. Will use public endpoint by default. Note, for EmbeddingManagement use case, only [DedicatedServingEndpoint.public_endpoint_domain_name] is available now.

func (*FeatureOnlineStore_DedicatedServingEndpoint) Descriptor

func (*FeatureOnlineStore_DedicatedServingEndpoint) Descriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore_DedicatedServingEndpoint.ProtoReflect.Descriptor instead.

func (*FeatureOnlineStore_DedicatedServingEndpoint) GetPrivateServiceConnectConfig

func (x *FeatureOnlineStore_DedicatedServingEndpoint) GetPrivateServiceConnectConfig() *PrivateServiceConnectConfig

func (*FeatureOnlineStore_DedicatedServingEndpoint) GetPublicEndpointDomainName

func (x *FeatureOnlineStore_DedicatedServingEndpoint) GetPublicEndpointDomainName() string

func (*FeatureOnlineStore_DedicatedServingEndpoint) GetServiceAttachment

func (x *FeatureOnlineStore_DedicatedServingEndpoint) GetServiceAttachment() string

func (*FeatureOnlineStore_DedicatedServingEndpoint) ProtoMessage

func (*FeatureOnlineStore_DedicatedServingEndpoint) ProtoMessage()

func (*FeatureOnlineStore_DedicatedServingEndpoint) ProtoReflect

func (x *FeatureOnlineStore_DedicatedServingEndpoint) ProtoReflect() protoreflect.Message

func (*FeatureOnlineStore_DedicatedServingEndpoint) Reset

func (x *FeatureOnlineStore_DedicatedServingEndpoint) Reset()

func (*FeatureOnlineStore_DedicatedServingEndpoint) String

func (x *FeatureOnlineStore_DedicatedServingEndpoint) String() string

FeatureOnlineStore_EmbeddingManagement

type FeatureOnlineStore_EmbeddingManagement struct {

	// Optional. Immutable. Whether to enable embedding management in this
	// FeatureOnlineStore. It's immutable after creation to ensure the
	// FeatureOnlineStore availability.
	Enabled bool `protobuf:"varint,1,opt,name=enabled,proto3" json:"enabled,omitempty"`
	// contains filtered or unexported fields
}

Contains settings for embedding management.

func (*FeatureOnlineStore_EmbeddingManagement) Descriptor

func (*FeatureOnlineStore_EmbeddingManagement) Descriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore_EmbeddingManagement.ProtoReflect.Descriptor instead.

func (*FeatureOnlineStore_EmbeddingManagement) GetEnabled

func (x *FeatureOnlineStore_EmbeddingManagement) GetEnabled() bool

func (*FeatureOnlineStore_EmbeddingManagement) ProtoMessage

func (*FeatureOnlineStore_EmbeddingManagement) ProtoMessage()

func (*FeatureOnlineStore_EmbeddingManagement) ProtoReflect

func (x *FeatureOnlineStore_EmbeddingManagement) ProtoReflect() protoreflect.Message

func (*FeatureOnlineStore_EmbeddingManagement) Reset

func (x *FeatureOnlineStore_EmbeddingManagement) Reset()

func (*FeatureOnlineStore_EmbeddingManagement) String

func (x *FeatureOnlineStore_EmbeddingManagement) String() string

FeatureOnlineStore_Optimized

type FeatureOnlineStore_Optimized struct {
	// contains filtered or unexported fields
}

Optimized storage type

func (*FeatureOnlineStore_Optimized) Descriptor

func (*FeatureOnlineStore_Optimized) Descriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore_Optimized.ProtoReflect.Descriptor instead.

func (*FeatureOnlineStore_Optimized) ProtoMessage

func (*FeatureOnlineStore_Optimized) ProtoMessage()

func (*FeatureOnlineStore_Optimized) ProtoReflect

func (x *FeatureOnlineStore_Optimized) ProtoReflect() protoreflect.Message

func (*FeatureOnlineStore_Optimized) Reset

func (x *FeatureOnlineStore_Optimized) Reset()

func (*FeatureOnlineStore_Optimized) String

func (x *FeatureOnlineStore_Optimized) String() string

FeatureOnlineStore_Optimized_

type FeatureOnlineStore_Optimized_ struct {
	// Contains settings for the Optimized store that will be created
	// to serve featureValues for all FeatureViews under this
	// FeatureOnlineStore. When choose Optimized storage type, need to set
	// [PrivateServiceConnectConfig.enable_private_service_connect][google.cloud.aiplatform.v1beta1.PrivateServiceConnectConfig.enable_private_service_connect]
	// to use private endpoint. Otherwise will use public endpoint by default.
	Optimized *FeatureOnlineStore_Optimized `protobuf:"bytes,12,opt,name=optimized,proto3,oneof"`
}

FeatureOnlineStore_State

type FeatureOnlineStore_State int32

Possible states a featureOnlineStore can have.

FeatureOnlineStore_STATE_UNSPECIFIED, FeatureOnlineStore_STABLE, FeatureOnlineStore_UPDATING

const (
	// Default value. This value is unused.
	FeatureOnlineStore_STATE_UNSPECIFIED FeatureOnlineStore_State = 0
	// State when the featureOnlineStore configuration is not being updated and
	// the fields reflect the current configuration of the featureOnlineStore.
	// The featureOnlineStore is usable in this state.
	FeatureOnlineStore_STABLE FeatureOnlineStore_State = 1
	// The state of the featureOnlineStore configuration when it is being
	// updated. During an update, the fields reflect either the original
	// configuration or the updated configuration of the featureOnlineStore. The
	// featureOnlineStore is still usable in this state.
	FeatureOnlineStore_UPDATING FeatureOnlineStore_State = 2
)

func (FeatureOnlineStore_State) Descriptor

func (FeatureOnlineStore_State) Descriptor() protoreflect.EnumDescriptor

func (FeatureOnlineStore_State) Enum

func (x FeatureOnlineStore_State) Enum() *FeatureOnlineStore_State

func (FeatureOnlineStore_State) EnumDescriptor

func (FeatureOnlineStore_State) EnumDescriptor() ([]byte, []int)

Deprecated: Use FeatureOnlineStore_State.Descriptor instead.

func (FeatureOnlineStore_State) Number

func (x FeatureOnlineStore_State) Number() protoreflect.EnumNumber

func (FeatureOnlineStore_State) String

func (x FeatureOnlineStore_State) String() string

func (FeatureOnlineStore_State) Type

func (FeatureOnlineStore_State) Type() protoreflect.EnumType

FeatureRegistryServiceClient

type FeatureRegistryServiceClient interface {
	// Creates a new FeatureGroup in a given project and location.
	CreateFeatureGroup(ctx context.Context, in *CreateFeatureGroupRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single FeatureGroup.
	GetFeatureGroup(ctx context.Context, in *GetFeatureGroupRequest, opts ...grpc.CallOption) (*FeatureGroup, error)
	// Lists FeatureGroups in a given project and location.
	ListFeatureGroups(ctx context.Context, in *ListFeatureGroupsRequest, opts ...grpc.CallOption) (*ListFeatureGroupsResponse, error)
	// Updates the parameters of a single FeatureGroup.
	UpdateFeatureGroup(ctx context.Context, in *UpdateFeatureGroupRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deletes a single FeatureGroup.
	DeleteFeatureGroup(ctx context.Context, in *DeleteFeatureGroupRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Creates a new Feature in a given FeatureGroup.
	CreateFeature(ctx context.Context, in *CreateFeatureRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single Feature.
	GetFeature(ctx context.Context, in *GetFeatureRequest, opts ...grpc.CallOption) (*Feature, error)
	// Lists Features in a given FeatureGroup.
	ListFeatures(ctx context.Context, in *ListFeaturesRequest, opts ...grpc.CallOption) (*ListFeaturesResponse, error)
	// Updates the parameters of a single Feature.
	UpdateFeature(ctx context.Context, in *UpdateFeatureRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deletes a single Feature.
	DeleteFeature(ctx context.Context, in *DeleteFeatureRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
}

FeatureRegistryServiceClient is the client API for FeatureRegistryService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewFeatureRegistryServiceClient

func NewFeatureRegistryServiceClient(cc grpc.ClientConnInterface) FeatureRegistryServiceClient

FeatureRegistryServiceServer

type FeatureRegistryServiceServer interface {
	// Creates a new FeatureGroup in a given project and location.
	CreateFeatureGroup(context.Context, *CreateFeatureGroupRequest) (*longrunningpb.Operation, error)
	// Gets details of a single FeatureGroup.
	GetFeatureGroup(context.Context, *GetFeatureGroupRequest) (*FeatureGroup, error)
	// Lists FeatureGroups in a given project and location.
	ListFeatureGroups(context.Context, *ListFeatureGroupsRequest) (*ListFeatureGroupsResponse, error)
	// Updates the parameters of a single FeatureGroup.
	UpdateFeatureGroup(context.Context, *UpdateFeatureGroupRequest) (*longrunningpb.Operation, error)
	// Deletes a single FeatureGroup.
	DeleteFeatureGroup(context.Context, *DeleteFeatureGroupRequest) (*longrunningpb.Operation, error)
	// Creates a new Feature in a given FeatureGroup.
	CreateFeature(context.Context, *CreateFeatureRequest) (*longrunningpb.Operation, error)
	// Gets details of a single Feature.
	GetFeature(context.Context, *GetFeatureRequest) (*Feature, error)
	// Lists Features in a given FeatureGroup.
	ListFeatures(context.Context, *ListFeaturesRequest) (*ListFeaturesResponse, error)
	// Updates the parameters of a single Feature.
	UpdateFeature(context.Context, *UpdateFeatureRequest) (*longrunningpb.Operation, error)
	// Deletes a single Feature.
	DeleteFeature(context.Context, *DeleteFeatureRequest) (*longrunningpb.Operation, error)
}

FeatureRegistryServiceServer is the server API for FeatureRegistryService service.

FeatureSelector

type FeatureSelector struct {

	// Required. Matches Features based on ID.
	IdMatcher *IdMatcher `protobuf:"bytes,1,opt,name=id_matcher,json=idMatcher,proto3" json:"id_matcher,omitempty"`
	// contains filtered or unexported fields
}

Selector for Features of an EntityType.

func (*FeatureSelector) Descriptor

func (*FeatureSelector) Descriptor() ([]byte, []int)

Deprecated: Use FeatureSelector.ProtoReflect.Descriptor instead.

func (*FeatureSelector) GetIdMatcher

func (x *FeatureSelector) GetIdMatcher() *IdMatcher

func (*FeatureSelector) ProtoMessage

func (*FeatureSelector) ProtoMessage()

func (*FeatureSelector) ProtoReflect

func (x *FeatureSelector) ProtoReflect() protoreflect.Message

func (*FeatureSelector) Reset

func (x *FeatureSelector) Reset()

func (*FeatureSelector) String

func (x *FeatureSelector) String() string

FeatureStatsAnomaly

type FeatureStatsAnomaly struct {
	Score float64 `protobuf:"fixed64,1,opt,name=score,proto3" json:"score,omitempty"`

	StatsUri string `protobuf:"bytes,3,opt,name=stats_uri,json=statsUri,proto3" json:"stats_uri,omitempty"`

	AnomalyUri string `protobuf:"bytes,4,opt,name=anomaly_uri,json=anomalyUri,proto3" json:"anomaly_uri,omitempty"`

	DistributionDeviation float64 `protobuf:"fixed64,5,opt,name=distribution_deviation,json=distributionDeviation,proto3" json:"distribution_deviation,omitempty"`

	AnomalyDetectionThreshold float64 "" /* 140 byte string literal not displayed */

	StartTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`

	EndTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`

}

Stats and Anomaly generated at specific timestamp for specific Feature. The start_time and end_time are used to define the time range of the dataset that current stats belongs to, e.g. prediction traffic is bucketed into prediction datasets by time window. If the Dataset is not defined by time window, start_time = end_time. Timestamp of the stats and anomalies always refers to end_time. Raw stats and anomalies are stored in stats_uri or anomaly_uri in the tensorflow defined protos. Field data_stats contains almost identical information with the raw stats in Vertex AI defined proto, for UI to display.

func (*FeatureStatsAnomaly) Descriptor

func (*FeatureStatsAnomaly) Descriptor() ([]byte, []int)

Deprecated: Use FeatureStatsAnomaly.ProtoReflect.Descriptor instead.

func (*FeatureStatsAnomaly) GetAnomalyDetectionThreshold

func (x *FeatureStatsAnomaly) GetAnomalyDetectionThreshold() float64

func (*FeatureStatsAnomaly) GetAnomalyUri

func (x *FeatureStatsAnomaly) GetAnomalyUri() string

func (*FeatureStatsAnomaly) GetDistributionDeviation

func (x *FeatureStatsAnomaly) GetDistributionDeviation() float64

func (*FeatureStatsAnomaly) GetEndTime

func (x *FeatureStatsAnomaly) GetEndTime() *timestamppb.Timestamp

func (*FeatureStatsAnomaly) GetScore

func (x *FeatureStatsAnomaly) GetScore() float64

func (*FeatureStatsAnomaly) GetStartTime

func (x *FeatureStatsAnomaly) GetStartTime() *timestamppb.Timestamp

func (*FeatureStatsAnomaly) GetStatsUri

func (x *FeatureStatsAnomaly) GetStatsUri() string

func (*FeatureStatsAnomaly) ProtoMessage

func (*FeatureStatsAnomaly) ProtoMessage()

func (*FeatureStatsAnomaly) ProtoReflect

func (x *FeatureStatsAnomaly) ProtoReflect() protoreflect.Message

func (*FeatureStatsAnomaly) Reset

func (x *FeatureStatsAnomaly) Reset()

func (*FeatureStatsAnomaly) String

func (x *FeatureStatsAnomaly) String() string

FeatureValue

type FeatureValue struct {

	// Value for the feature.
	//
	// Types that are assignable to Value:
	//
	//	*FeatureValue_BoolValue
	//	*FeatureValue_DoubleValue
	//	*FeatureValue_Int64Value
	//	*FeatureValue_StringValue
	//	*FeatureValue_BoolArrayValue
	//	*FeatureValue_DoubleArrayValue
	//	*FeatureValue_Int64ArrayValue
	//	*FeatureValue_StringArrayValue
	//	*FeatureValue_BytesValue
	Value isFeatureValue_Value `protobuf_oneof:"value"`
	// Metadata of feature value.
	Metadata *FeatureValue_Metadata `protobuf:"bytes,14,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// contains filtered or unexported fields
}

Value for a feature.

func (*FeatureValue) Descriptor

func (*FeatureValue) Descriptor() ([]byte, []int)

Deprecated: Use FeatureValue.ProtoReflect.Descriptor instead.

func (*FeatureValue) GetBoolArrayValue

func (x *FeatureValue) GetBoolArrayValue() *BoolArray

func (*FeatureValue) GetBoolValue

func (x *FeatureValue) GetBoolValue() bool

func (*FeatureValue) GetBytesValue

func (x *FeatureValue) GetBytesValue() []byte

func (*FeatureValue) GetDoubleArrayValue

func (x *FeatureValue) GetDoubleArrayValue() *DoubleArray

func (*FeatureValue) GetDoubleValue

func (x *FeatureValue) GetDoubleValue() float64

func (*FeatureValue) GetInt64ArrayValue

func (x *FeatureValue) GetInt64ArrayValue() *Int64Array

func (*FeatureValue) GetInt64Value

func (x *FeatureValue) GetInt64Value() int64

func (*FeatureValue) GetMetadata

func (x *FeatureValue) GetMetadata() *FeatureValue_Metadata

func (*FeatureValue) GetStringArrayValue

func (x *FeatureValue) GetStringArrayValue() *StringArray

func (*FeatureValue) GetStringValue

func (x *FeatureValue) GetStringValue() string

func (*FeatureValue) GetValue

func (m *FeatureValue) GetValue() isFeatureValue_Value

func (*FeatureValue) ProtoMessage

func (*FeatureValue) ProtoMessage()

func (*FeatureValue) ProtoReflect

func (x *FeatureValue) ProtoReflect() protoreflect.Message

func (*FeatureValue) Reset

func (x *FeatureValue) Reset()

func (*FeatureValue) String

func (x *FeatureValue) String() string

FeatureValueDestination

type FeatureValueDestination struct {

	// Types that are assignable to Destination:
	//
	//	*FeatureValueDestination_BigqueryDestination
	//	*FeatureValueDestination_TfrecordDestination
	//	*FeatureValueDestination_CsvDestination
	Destination isFeatureValueDestination_Destination `protobuf_oneof:"destination"`
	// contains filtered or unexported fields
}

A destination location for Feature values and format.

func (*FeatureValueDestination) Descriptor

func (*FeatureValueDestination) Descriptor() ([]byte, []int)

Deprecated: Use FeatureValueDestination.ProtoReflect.Descriptor instead.

func (*FeatureValueDestination) GetBigqueryDestination

func (x *FeatureValueDestination) GetBigqueryDestination() *BigQueryDestination

func (*FeatureValueDestination) GetCsvDestination

func (x *FeatureValueDestination) GetCsvDestination() *CsvDestination

func (*FeatureValueDestination) GetDestination

func (m *FeatureValueDestination) GetDestination() isFeatureValueDestination_Destination

func (*FeatureValueDestination) GetTfrecordDestination

func (x *FeatureValueDestination) GetTfrecordDestination() *TFRecordDestination

func (*FeatureValueDestination) ProtoMessage

func (*FeatureValueDestination) ProtoMessage()

func (*FeatureValueDestination) ProtoReflect

func (x *FeatureValueDestination) ProtoReflect() protoreflect.Message

func (*FeatureValueDestination) Reset

func (x *FeatureValueDestination) Reset()

func (*FeatureValueDestination) String

func (x *FeatureValueDestination) String() string

FeatureValueDestination_BigqueryDestination

type FeatureValueDestination_BigqueryDestination struct {
	// Output in BigQuery format.
	// [BigQueryDestination.output_uri][google.cloud.aiplatform.v1beta1.BigQueryDestination.output_uri]
	// in
	// [FeatureValueDestination.bigquery_destination][google.cloud.aiplatform.v1beta1.FeatureValueDestination.bigquery_destination]
	// must refer to a table.
	BigqueryDestination *BigQueryDestination `protobuf:"bytes,1,opt,name=bigquery_destination,json=bigqueryDestination,proto3,oneof"`
}

FeatureValueDestination_CsvDestination

type FeatureValueDestination_CsvDestination struct {
	// Output in CSV format. Array Feature value types are not allowed in CSV
	// format.
	CsvDestination *CsvDestination `protobuf:"bytes,3,opt,name=csv_destination,json=csvDestination,proto3,oneof"`
}

FeatureValueDestination_TfrecordDestination

type FeatureValueDestination_TfrecordDestination struct {
	// Output in TFRecord format.
	//
	// Below are the mapping from Feature value type
	// in Featurestore to Feature value type in TFRecord:
	//
	//	Value type in Featurestore                 | Value type in TFRecord
	//	DOUBLE, DOUBLE_ARRAY                       | FLOAT_LIST
	//	INT64, INT64_ARRAY                         | INT64_LIST
	//	STRING, STRING_ARRAY, BYTES                | BYTES_LIST
	//	true -> byte_string("true"), false -> byte_string("false")
	//	BOOL, BOOL_ARRAY (true, false)             | BYTES_LIST
	TfrecordDestination *TFRecordDestination `protobuf:"bytes,2,opt,name=tfrecord_destination,json=tfrecordDestination,proto3,oneof"`
}

FeatureValueList

type FeatureValueList struct {

	// A list of feature values. All of them should be the same data type.
	Values []*FeatureValue `protobuf:"bytes,1,rep,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

Container for list of values.

func (*FeatureValueList) Descriptor

func (*FeatureValueList) Descriptor() ([]byte, []int)

Deprecated: Use FeatureValueList.ProtoReflect.Descriptor instead.

func (*FeatureValueList) GetValues

func (x *FeatureValueList) GetValues() []*FeatureValue

func (*FeatureValueList) ProtoMessage

func (*FeatureValueList) ProtoMessage()

func (*FeatureValueList) ProtoReflect

func (x *FeatureValueList) ProtoReflect() protoreflect.Message

func (*FeatureValueList) Reset

func (x *FeatureValueList) Reset()

func (*FeatureValueList) String

func (x *FeatureValueList) String() string

FeatureValue_BoolArrayValue

type FeatureValue_BoolArrayValue struct {
	// A list of bool type feature value.
	BoolArrayValue *BoolArray `protobuf:"bytes,7,opt,name=bool_array_value,json=boolArrayValue,proto3,oneof"`
}

FeatureValue_BoolValue

type FeatureValue_BoolValue struct {
	// Bool type feature value.
	BoolValue bool `protobuf:"varint,1,opt,name=bool_value,json=boolValue,proto3,oneof"`
}

FeatureValue_BytesValue

type FeatureValue_BytesValue struct {
	// Bytes feature value.
	BytesValue []byte `protobuf:"bytes,13,opt,name=bytes_value,json=bytesValue,proto3,oneof"`
}

FeatureValue_DoubleArrayValue

type FeatureValue_DoubleArrayValue struct {
	// A list of double type feature value.
	DoubleArrayValue *DoubleArray `protobuf:"bytes,8,opt,name=double_array_value,json=doubleArrayValue,proto3,oneof"`
}

FeatureValue_DoubleValue

type FeatureValue_DoubleValue struct {
	// Double type feature value.
	DoubleValue float64 `protobuf:"fixed64,2,opt,name=double_value,json=doubleValue,proto3,oneof"`
}

FeatureValue_Int64ArrayValue

type FeatureValue_Int64ArrayValue struct {
	// A list of int64 type feature value.
	Int64ArrayValue *Int64Array `protobuf:"bytes,11,opt,name=int64_array_value,json=int64ArrayValue,proto3,oneof"`
}

FeatureValue_Int64Value

type FeatureValue_Int64Value struct {
	// Int64 feature value.
	Int64Value int64 `protobuf:"varint,5,opt,name=int64_value,json=int64Value,proto3,oneof"`
}

FeatureValue_Metadata

type FeatureValue_Metadata struct {

	// Feature generation timestamp. Typically, it is provided by user at
	// feature ingestion time. If not, feature store
	// will use the system timestamp when the data is ingested into feature
	// store. For streaming ingestion, the time, aligned by days, must be no
	// older than five years (1825 days) and no later than one year (366 days)
	// in the future.
	GenerateTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=generate_time,json=generateTime,proto3" json:"generate_time,omitempty"`
	// contains filtered or unexported fields
}

Metadata of feature value.

func (*FeatureValue_Metadata) Descriptor

func (*FeatureValue_Metadata) Descriptor() ([]byte, []int)

Deprecated: Use FeatureValue_Metadata.ProtoReflect.Descriptor instead.

func (*FeatureValue_Metadata) GetGenerateTime

func (x *FeatureValue_Metadata) GetGenerateTime() *timestamppb.Timestamp

func (*FeatureValue_Metadata) ProtoMessage

func (*FeatureValue_Metadata) ProtoMessage()

func (*FeatureValue_Metadata) ProtoReflect

func (x *FeatureValue_Metadata) ProtoReflect() protoreflect.Message

func (*FeatureValue_Metadata) Reset

func (x *FeatureValue_Metadata) Reset()

func (*FeatureValue_Metadata) String

func (x *FeatureValue_Metadata) String() string

FeatureValue_StringArrayValue

type FeatureValue_StringArrayValue struct {
	// A list of string type feature value.
	StringArrayValue *StringArray `protobuf:"bytes,12,opt,name=string_array_value,json=stringArrayValue,proto3,oneof"`
}

FeatureValue_StringValue

type FeatureValue_StringValue struct {
	// String feature value.
	StringValue string `protobuf:"bytes,6,opt,name=string_value,json=stringValue,proto3,oneof"`
}

FeatureView

type FeatureView struct {
	Source isFeatureView_Source `protobuf_oneof:"source"`

	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Etag string `protobuf:"bytes,4,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	SyncConfig *FeatureView_SyncConfig `protobuf:"bytes,7,opt,name=sync_config,json=syncConfig,proto3" json:"sync_config,omitempty"`

	VectorSearchConfig *FeatureView_VectorSearchConfig `protobuf:"bytes,8,opt,name=vector_search_config,json=vectorSearchConfig,proto3" json:"vector_search_config,omitempty"`

}

FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.

func (*FeatureView) Descriptor

func (*FeatureView) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView.ProtoReflect.Descriptor instead.

func (*FeatureView) GetBigQuerySource

func (x *FeatureView) GetBigQuerySource() *FeatureView_BigQuerySource

func (*FeatureView) GetCreateTime

func (x *FeatureView) GetCreateTime() *timestamppb.Timestamp

func (*FeatureView) GetEtag

func (x *FeatureView) GetEtag() string

func (*FeatureView) GetFeatureRegistrySource

func (x *FeatureView) GetFeatureRegistrySource() *FeatureView_FeatureRegistrySource

func (*FeatureView) GetLabels

func (x *FeatureView) GetLabels() map[string]string

func (*FeatureView) GetName

func (x *FeatureView) GetName() string

func (*FeatureView) GetSource

func (m *FeatureView) GetSource() isFeatureView_Source

func (*FeatureView) GetSyncConfig

func (x *FeatureView) GetSyncConfig() *FeatureView_SyncConfig

func (*FeatureView) GetUpdateTime

func (x *FeatureView) GetUpdateTime() *timestamppb.Timestamp

func (*FeatureView) GetVectorSearchConfig

func (x *FeatureView) GetVectorSearchConfig() *FeatureView_VectorSearchConfig

func (*FeatureView) ProtoMessage

func (*FeatureView) ProtoMessage()

func (*FeatureView) ProtoReflect

func (x *FeatureView) ProtoReflect() protoreflect.Message

func (*FeatureView) Reset

func (x *FeatureView) Reset()

func (*FeatureView) String

func (x *FeatureView) String() string

FeatureViewDataFormat

type FeatureViewDataFormat int32

Format of the data in the Feature View.

FeatureViewDataFormat_FEATURE_VIEW_DATA_FORMAT_UNSPECIFIED, FeatureViewDataFormat_KEY_VALUE, FeatureViewDataFormat_PROTO_STRUCT

const (
	// Not set. Will be treated as the KeyValue format.
	FeatureViewDataFormat_FEATURE_VIEW_DATA_FORMAT_UNSPECIFIED FeatureViewDataFormat = 0
	// Return response data in key-value format.
	FeatureViewDataFormat_KEY_VALUE FeatureViewDataFormat = 1
	// Return response data in proto Struct format.
	FeatureViewDataFormat_PROTO_STRUCT FeatureViewDataFormat = 2
)

func (FeatureViewDataFormat) Descriptor

func (FeatureViewDataFormat) Descriptor() protoreflect.EnumDescriptor

func (FeatureViewDataFormat) Enum

func (x FeatureViewDataFormat) Enum() *FeatureViewDataFormat

func (FeatureViewDataFormat) EnumDescriptor

func (FeatureViewDataFormat) EnumDescriptor() ([]byte, []int)

Deprecated: Use FeatureViewDataFormat.Descriptor instead.

func (FeatureViewDataFormat) Number

func (x FeatureViewDataFormat) Number() protoreflect.EnumNumber

func (FeatureViewDataFormat) String

func (x FeatureViewDataFormat) String() string

func (FeatureViewDataFormat) Type

func (FeatureViewDataFormat) Type() protoreflect.EnumType

FeatureViewDataKey

type FeatureViewDataKey struct {

	// Types that are assignable to KeyOneof:
	//
	//	*FeatureViewDataKey_Key
	KeyOneof isFeatureViewDataKey_KeyOneof `protobuf_oneof:"key_oneof"`
	// contains filtered or unexported fields
}

Lookup key for a feature view.

func (*FeatureViewDataKey) Descriptor

func (*FeatureViewDataKey) Descriptor() ([]byte, []int)

Deprecated: Use FeatureViewDataKey.ProtoReflect.Descriptor instead.

func (*FeatureViewDataKey) GetKey

func (x *FeatureViewDataKey) GetKey() string

func (*FeatureViewDataKey) GetKeyOneof

func (m *FeatureViewDataKey) GetKeyOneof() isFeatureViewDataKey_KeyOneof

func (*FeatureViewDataKey) ProtoMessage

func (*FeatureViewDataKey) ProtoMessage()

func (*FeatureViewDataKey) ProtoReflect

func (x *FeatureViewDataKey) ProtoReflect() protoreflect.Message

func (*FeatureViewDataKey) Reset

func (x *FeatureViewDataKey) Reset()

func (*FeatureViewDataKey) String

func (x *FeatureViewDataKey) String() string

FeatureViewDataKey_Key

type FeatureViewDataKey_Key struct {
	// String key to use for lookup.
	Key string `protobuf:"bytes,1,opt,name=key,proto3,oneof"`
}

FeatureViewSync

type FeatureViewSync struct {

	// Identifier. Name of the FeatureViewSync. Format:
	// `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}/featureViewSyncs/{feature_view_sync}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. Time when this FeatureViewSync is created. Creation of a
	// FeatureViewSync means that the job is pending / waiting for sufficient
	// resources but may not have started the actual data transfer yet.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Time when this FeatureViewSync is finished.
	RunTime *interval.Interval `protobuf:"bytes,5,opt,name=run_time,json=runTime,proto3" json:"run_time,omitempty"`
	// Output only. Final status of the FeatureViewSync.
	FinalStatus *status.Status `protobuf:"bytes,4,opt,name=final_status,json=finalStatus,proto3" json:"final_status,omitempty"`
	// contains filtered or unexported fields
}

FeatureViewSync is a representation of sync operation which copies data from data source to Feature View in Online Store.

func (*FeatureViewSync) Descriptor

func (*FeatureViewSync) Descriptor() ([]byte, []int)

Deprecated: Use FeatureViewSync.ProtoReflect.Descriptor instead.

func (*FeatureViewSync) GetCreateTime

func (x *FeatureViewSync) GetCreateTime() *timestamppb.Timestamp

func (*FeatureViewSync) GetFinalStatus

func (x *FeatureViewSync) GetFinalStatus() *status.Status

func (*FeatureViewSync) GetName

func (x *FeatureViewSync) GetName() string

func (*FeatureViewSync) GetRunTime

func (x *FeatureViewSync) GetRunTime() *interval.Interval

func (*FeatureViewSync) ProtoMessage

func (*FeatureViewSync) ProtoMessage()

func (*FeatureViewSync) ProtoReflect

func (x *FeatureViewSync) ProtoReflect() protoreflect.Message

func (*FeatureViewSync) Reset

func (x *FeatureViewSync) Reset()

func (*FeatureViewSync) String

func (x *FeatureViewSync) String() string

FeatureView_BigQuerySource

type FeatureView_BigQuerySource struct {

	// Required. The BigQuery view URI that will be materialized on each sync
	// trigger based on FeatureView.SyncConfig.
	Uri string `protobuf:"bytes,1,opt,name=uri,proto3" json:"uri,omitempty"`
	// Required. Columns to construct entity_id / row keys. Start by supporting
	// 1 only.
	EntityIdColumns []string `protobuf:"bytes,2,rep,name=entity_id_columns,json=entityIdColumns,proto3" json:"entity_id_columns,omitempty"`
	// contains filtered or unexported fields
}

func (*FeatureView_BigQuerySource) Descriptor

func (*FeatureView_BigQuerySource) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_BigQuerySource.ProtoReflect.Descriptor instead.

func (*FeatureView_BigQuerySource) GetEntityIdColumns

func (x *FeatureView_BigQuerySource) GetEntityIdColumns() []string

func (*FeatureView_BigQuerySource) GetUri

func (x *FeatureView_BigQuerySource) GetUri() string

func (*FeatureView_BigQuerySource) ProtoMessage

func (*FeatureView_BigQuerySource) ProtoMessage()

func (*FeatureView_BigQuerySource) ProtoReflect

func (x *FeatureView_BigQuerySource) ProtoReflect() protoreflect.Message

func (*FeatureView_BigQuerySource) Reset

func (x *FeatureView_BigQuerySource) Reset()

func (*FeatureView_BigQuerySource) String

func (x *FeatureView_BigQuerySource) String() string

FeatureView_BigQuerySource_

type FeatureView_BigQuerySource_ struct {
	// Optional. Configures how data is supposed to be extracted from a BigQuery
	// source to be loaded onto the FeatureOnlineStore.
	BigQuerySource *FeatureView_BigQuerySource `protobuf:"bytes,6,opt,name=big_query_source,json=bigQuerySource,proto3,oneof"`
}

FeatureView_FeatureRegistrySource

type FeatureView_FeatureRegistrySource struct {

	// Required. List of features that need to be synced to Online Store.
	FeatureGroups []*FeatureView_FeatureRegistrySource_FeatureGroup `protobuf:"bytes,1,rep,name=feature_groups,json=featureGroups,proto3" json:"feature_groups,omitempty"`
	// contains filtered or unexported fields
}

A Feature Registry source for features that need to be synced to Online Store.

func (*FeatureView_FeatureRegistrySource) Descriptor

func (*FeatureView_FeatureRegistrySource) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_FeatureRegistrySource.ProtoReflect.Descriptor instead.

func (*FeatureView_FeatureRegistrySource) GetFeatureGroups

func (x *FeatureView_FeatureRegistrySource) GetFeatureGroups() []*FeatureView_FeatureRegistrySource_FeatureGroup

func (*FeatureView_FeatureRegistrySource) ProtoMessage

func (*FeatureView_FeatureRegistrySource) ProtoMessage()

func (*FeatureView_FeatureRegistrySource) ProtoReflect

func (x *FeatureView_FeatureRegistrySource) ProtoReflect() protoreflect.Message

func (*FeatureView_FeatureRegistrySource) Reset

func (x *FeatureView_FeatureRegistrySource) Reset()

func (*FeatureView_FeatureRegistrySource) String

func (x *FeatureView_FeatureRegistrySource) String() string

FeatureView_FeatureRegistrySource_

type FeatureView_FeatureRegistrySource_ struct {
	// Optional. Configures the features from a Feature Registry source that
	// need to be loaded onto the FeatureOnlineStore.
	FeatureRegistrySource *FeatureView_FeatureRegistrySource `protobuf:"bytes,9,opt,name=feature_registry_source,json=featureRegistrySource,proto3,oneof"`
}

FeatureView_FeatureRegistrySource_FeatureGroup

type FeatureView_FeatureRegistrySource_FeatureGroup struct {

	// Required. Identifier of the feature group.
	FeatureGroupId string `protobuf:"bytes,1,opt,name=feature_group_id,json=featureGroupId,proto3" json:"feature_group_id,omitempty"`
	// Required. Identifiers of features under the feature group.
	FeatureIds []string `protobuf:"bytes,2,rep,name=feature_ids,json=featureIds,proto3" json:"feature_ids,omitempty"`
	// contains filtered or unexported fields
}

Features belonging to a single feature group that will be synced to Online Store.

func (*FeatureView_FeatureRegistrySource_FeatureGroup) Descriptor

func (*FeatureView_FeatureRegistrySource_FeatureGroup) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_FeatureRegistrySource_FeatureGroup.ProtoReflect.Descriptor instead.

func (*FeatureView_FeatureRegistrySource_FeatureGroup) GetFeatureGroupId

func (x *FeatureView_FeatureRegistrySource_FeatureGroup) GetFeatureGroupId() string

func (*FeatureView_FeatureRegistrySource_FeatureGroup) GetFeatureIds

func (x *FeatureView_FeatureRegistrySource_FeatureGroup) GetFeatureIds() []string

func (*FeatureView_FeatureRegistrySource_FeatureGroup) ProtoMessage

func (*FeatureView_FeatureRegistrySource_FeatureGroup) ProtoMessage()

func (*FeatureView_FeatureRegistrySource_FeatureGroup) ProtoReflect

func (x *FeatureView_FeatureRegistrySource_FeatureGroup) ProtoReflect() protoreflect.Message

func (*FeatureView_FeatureRegistrySource_FeatureGroup) Reset

func (x *FeatureView_FeatureRegistrySource_FeatureGroup) Reset()

func (*FeatureView_FeatureRegistrySource_FeatureGroup) String

func (x *FeatureView_FeatureRegistrySource_FeatureGroup) String() string

FeatureView_SyncConfig

type FeatureView_SyncConfig struct {

	// Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled
	// runs. To explicitly set a timezone to the cron tab, apply a prefix in
	// the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}".
	// The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone
	// database. For example, "CRON_TZ=America/New_York 1 * * * *", or
	// "TZ=America/New_York 1 * * * *".
	Cron string `protobuf:"bytes,1,opt,name=cron,proto3" json:"cron,omitempty"`
	// contains filtered or unexported fields
}

Configuration for Sync. Only one option is set.

func (*FeatureView_SyncConfig) Descriptor

func (*FeatureView_SyncConfig) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_SyncConfig.ProtoReflect.Descriptor instead.

func (*FeatureView_SyncConfig) GetCron

func (x *FeatureView_SyncConfig) GetCron() string

func (*FeatureView_SyncConfig) ProtoMessage

func (*FeatureView_SyncConfig) ProtoMessage()

func (*FeatureView_SyncConfig) ProtoReflect

func (x *FeatureView_SyncConfig) ProtoReflect() protoreflect.Message

func (*FeatureView_SyncConfig) Reset

func (x *FeatureView_SyncConfig) Reset()

func (*FeatureView_SyncConfig) String

func (x *FeatureView_SyncConfig) String() string

FeatureView_VectorSearchConfig

type FeatureView_VectorSearchConfig struct {
	AlgorithmConfig isFeatureView_VectorSearchConfig_AlgorithmConfig `protobuf_oneof:"algorithm_config"`

	EmbeddingColumn string `protobuf:"bytes,3,opt,name=embedding_column,json=embeddingColumn,proto3" json:"embedding_column,omitempty"`

	FilterColumns []string `protobuf:"bytes,4,rep,name=filter_columns,json=filterColumns,proto3" json:"filter_columns,omitempty"`

	CrowdingColumn string `protobuf:"bytes,5,opt,name=crowding_column,json=crowdingColumn,proto3" json:"crowding_column,omitempty"`

	EmbeddingDimension *int32 `protobuf:"varint,6,opt,name=embedding_dimension,json=embeddingDimension,proto3,oneof" json:"embedding_dimension,omitempty"`

	DistanceMeasureType FeatureView_VectorSearchConfig_DistanceMeasureType "" /* 209 byte string literal not displayed */

}

Configuration for vector search.

func (*FeatureView_VectorSearchConfig) Descriptor

func (*FeatureView_VectorSearchConfig) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_VectorSearchConfig.ProtoReflect.Descriptor instead.

func (*FeatureView_VectorSearchConfig) GetAlgorithmConfig

func (m *FeatureView_VectorSearchConfig) GetAlgorithmConfig() isFeatureView_VectorSearchConfig_AlgorithmConfig

func (*FeatureView_VectorSearchConfig) GetBruteForceConfig

func (x *FeatureView_VectorSearchConfig) GetBruteForceConfig() *FeatureView_VectorSearchConfig_BruteForceConfig

func (*FeatureView_VectorSearchConfig) GetCrowdingColumn

func (x *FeatureView_VectorSearchConfig) GetCrowdingColumn() string

func (*FeatureView_VectorSearchConfig) GetDistanceMeasureType

func (x *FeatureView_VectorSearchConfig) GetDistanceMeasureType() FeatureView_VectorSearchConfig_DistanceMeasureType

func (*FeatureView_VectorSearchConfig) GetEmbeddingColumn

func (x *FeatureView_VectorSearchConfig) GetEmbeddingColumn() string

func (*FeatureView_VectorSearchConfig) GetEmbeddingDimension

func (x *FeatureView_VectorSearchConfig) GetEmbeddingDimension() int32

func (*FeatureView_VectorSearchConfig) GetFilterColumns

func (x *FeatureView_VectorSearchConfig) GetFilterColumns() []string

func (*FeatureView_VectorSearchConfig) GetTreeAhConfig

func (x *FeatureView_VectorSearchConfig) GetTreeAhConfig() *FeatureView_VectorSearchConfig_TreeAHConfig

func (*FeatureView_VectorSearchConfig) ProtoMessage

func (*FeatureView_VectorSearchConfig) ProtoMessage()

func (*FeatureView_VectorSearchConfig) ProtoReflect

func (x *FeatureView_VectorSearchConfig) ProtoReflect() protoreflect.Message

func (*FeatureView_VectorSearchConfig) Reset

func (x *FeatureView_VectorSearchConfig) Reset()

func (*FeatureView_VectorSearchConfig) String

func (x *FeatureView_VectorSearchConfig) String() string

FeatureView_VectorSearchConfig_BruteForceConfig

type FeatureView_VectorSearchConfig_BruteForceConfig struct {
	// contains filtered or unexported fields
}

func (*FeatureView_VectorSearchConfig_BruteForceConfig) Descriptor

func (*FeatureView_VectorSearchConfig_BruteForceConfig) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_VectorSearchConfig_BruteForceConfig.ProtoReflect.Descriptor instead.

func (*FeatureView_VectorSearchConfig_BruteForceConfig) ProtoMessage

func (*FeatureView_VectorSearchConfig_BruteForceConfig) ProtoMessage()

func (*FeatureView_VectorSearchConfig_BruteForceConfig) ProtoReflect

func (x *FeatureView_VectorSearchConfig_BruteForceConfig) ProtoReflect() protoreflect.Message

func (*FeatureView_VectorSearchConfig_BruteForceConfig) Reset

func (x *FeatureView_VectorSearchConfig_BruteForceConfig) Reset()

func (*FeatureView_VectorSearchConfig_BruteForceConfig) String

func (x *FeatureView_VectorSearchConfig_BruteForceConfig) String() string

FeatureView_VectorSearchConfig_BruteForceConfig_

type FeatureView_VectorSearchConfig_BruteForceConfig_ struct {
	// Optional. Configuration options for using brute force search, which
	// simply implements the standard linear search in the database for each
	// query. It is primarily meant for benchmarking and to generate the
	// ground truth for approximate search.
	BruteForceConfig *FeatureView_VectorSearchConfig_BruteForceConfig `protobuf:"bytes,9,opt,name=brute_force_config,json=bruteForceConfig,proto3,oneof"`
}

FeatureView_VectorSearchConfig_DistanceMeasureType

type FeatureView_VectorSearchConfig_DistanceMeasureType int32

FeatureView_VectorSearchConfig_DISTANCE_MEASURE_TYPE_UNSPECIFIED, FeatureView_VectorSearchConfig_SQUARED_L2_DISTANCE, FeatureView_VectorSearchConfig_COSINE_DISTANCE, FeatureView_VectorSearchConfig_DOT_PRODUCT_DISTANCE

const (
	// Should not be set.
	FeatureView_VectorSearchConfig_DISTANCE_MEASURE_TYPE_UNSPECIFIED FeatureView_VectorSearchConfig_DistanceMeasureType = 0
	// Euclidean (L_2) Distance.
	FeatureView_VectorSearchConfig_SQUARED_L2_DISTANCE FeatureView_VectorSearchConfig_DistanceMeasureType = 1
	// Cosine Distance. Defined as 1 - cosine similarity.
	//
	// We strongly suggest using DOT_PRODUCT_DISTANCE + UNIT_L2_NORM instead
	// of COSINE distance. Our algorithms have been more optimized for
	// DOT_PRODUCT distance which, when combined with UNIT_L2_NORM, is
	// mathematically equivalent to COSINE distance and results in the same
	// ranking.
	FeatureView_VectorSearchConfig_COSINE_DISTANCE FeatureView_VectorSearchConfig_DistanceMeasureType = 2
	// Dot Product Distance. Defined as a negative of the dot product.
	FeatureView_VectorSearchConfig_DOT_PRODUCT_DISTANCE FeatureView_VectorSearchConfig_DistanceMeasureType = 3
)

func (FeatureView_VectorSearchConfig_DistanceMeasureType) Descriptor

func (FeatureView_VectorSearchConfig_DistanceMeasureType) Descriptor() protoreflect.EnumDescriptor

func (FeatureView_VectorSearchConfig_DistanceMeasureType) Enum

func (x FeatureView_VectorSearchConfig_DistanceMeasureType) Enum() *FeatureView_VectorSearchConfig_DistanceMeasureType

func (FeatureView_VectorSearchConfig_DistanceMeasureType) EnumDescriptor

func (FeatureView_VectorSearchConfig_DistanceMeasureType) EnumDescriptor() ([]byte, []int)

Deprecated: Use FeatureView_VectorSearchConfig_DistanceMeasureType.Descriptor instead.

func (FeatureView_VectorSearchConfig_DistanceMeasureType) Number

func (x FeatureView_VectorSearchConfig_DistanceMeasureType) Number() protoreflect.EnumNumber

func (FeatureView_VectorSearchConfig_DistanceMeasureType) String

func (x FeatureView_VectorSearchConfig_DistanceMeasureType) String() string

func (FeatureView_VectorSearchConfig_DistanceMeasureType) Type

func (FeatureView_VectorSearchConfig_DistanceMeasureType) Type() protoreflect.EnumType

FeatureView_VectorSearchConfig_TreeAHConfig

type FeatureView_VectorSearchConfig_TreeAHConfig struct {
	LeafNodeEmbeddingCount *int64 "" /* 138 byte string literal not displayed */

}

func (*FeatureView_VectorSearchConfig_TreeAHConfig) Descriptor

func (*FeatureView_VectorSearchConfig_TreeAHConfig) Descriptor() ([]byte, []int)

Deprecated: Use FeatureView_VectorSearchConfig_TreeAHConfig.ProtoReflect.Descriptor instead.

func (*FeatureView_VectorSearchConfig_TreeAHConfig) GetLeafNodeEmbeddingCount

func (x *FeatureView_VectorSearchConfig_TreeAHConfig) GetLeafNodeEmbeddingCount() int64

func (*FeatureView_VectorSearchConfig_TreeAHConfig) ProtoMessage

func (*FeatureView_VectorSearchConfig_TreeAHConfig) ProtoMessage()

func (*FeatureView_VectorSearchConfig_TreeAHConfig) ProtoReflect

func (x *FeatureView_VectorSearchConfig_TreeAHConfig) ProtoReflect() protoreflect.Message

func (*FeatureView_VectorSearchConfig_TreeAHConfig) Reset

func (x *FeatureView_VectorSearchConfig_TreeAHConfig) Reset()

func (*FeatureView_VectorSearchConfig_TreeAHConfig) String

func (x *FeatureView_VectorSearchConfig_TreeAHConfig) String() string

FeatureView_VectorSearchConfig_TreeAhConfig

type FeatureView_VectorSearchConfig_TreeAhConfig struct {
	// Optional. Configuration options for the tree-AH algorithm (Shallow tree
	// + Asymmetric Hashing). Please refer to this paper for more details:
	// https://arxiv.org/abs/1908.10396
	TreeAhConfig *FeatureView_VectorSearchConfig_TreeAHConfig `protobuf:"bytes,8,opt,name=tree_ah_config,json=treeAhConfig,proto3,oneof"`
}

Feature_MonitoringStatsAnomaly

type Feature_MonitoringStatsAnomaly struct {
	Objective Feature_MonitoringStatsAnomaly_Objective "" /* 150 byte string literal not displayed */

	FeatureStatsAnomaly *FeatureStatsAnomaly `protobuf:"bytes,2,opt,name=feature_stats_anomaly,json=featureStatsAnomaly,proto3" json:"feature_stats_anomaly,omitempty"`

}

A list of historical [SnapshotAnalysis][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis] or [ImportFeaturesAnalysis][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis] stats requested by user, sorted by [FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly.start_time] descending.

func (*Feature_MonitoringStatsAnomaly) Descriptor

func (*Feature_MonitoringStatsAnomaly) Descriptor() ([]byte, []int)

Deprecated: Use Feature_MonitoringStatsAnomaly.ProtoReflect.Descriptor instead.

func (*Feature_MonitoringStatsAnomaly) GetFeatureStatsAnomaly

func (x *Feature_MonitoringStatsAnomaly) GetFeatureStatsAnomaly() *FeatureStatsAnomaly

func (*Feature_MonitoringStatsAnomaly) GetObjective

func (x *Feature_MonitoringStatsAnomaly) GetObjective() Feature_MonitoringStatsAnomaly_Objective

func (*Feature_MonitoringStatsAnomaly) ProtoMessage

func (*Feature_MonitoringStatsAnomaly) ProtoMessage()

func (*Feature_MonitoringStatsAnomaly) ProtoReflect

func (x *Feature_MonitoringStatsAnomaly) ProtoReflect() protoreflect.Message

func (*Feature_MonitoringStatsAnomaly) Reset

func (x *Feature_MonitoringStatsAnomaly) Reset()

func (*Feature_MonitoringStatsAnomaly) String

func (x *Feature_MonitoringStatsAnomaly) String() string

Feature_MonitoringStatsAnomaly_Objective

type Feature_MonitoringStatsAnomaly_Objective int32

If the objective in the request is both Import Feature Analysis and Snapshot Analysis, this objective could be one of them. Otherwise, this objective should be the same as the objective in the request.

Feature_MonitoringStatsAnomaly_OBJECTIVE_UNSPECIFIED, Feature_MonitoringStatsAnomaly_IMPORT_FEATURE_ANALYSIS, Feature_MonitoringStatsAnomaly_SNAPSHOT_ANALYSIS

const (
	// If it's OBJECTIVE_UNSPECIFIED, monitoring_stats will be empty.
	Feature_MonitoringStatsAnomaly_OBJECTIVE_UNSPECIFIED Feature_MonitoringStatsAnomaly_Objective = 0
	// Stats are generated by Import Feature Analysis.
	Feature_MonitoringStatsAnomaly_IMPORT_FEATURE_ANALYSIS Feature_MonitoringStatsAnomaly_Objective = 1
	// Stats are generated by Snapshot Analysis.
	Feature_MonitoringStatsAnomaly_SNAPSHOT_ANALYSIS Feature_MonitoringStatsAnomaly_Objective = 2
)

func (Feature_MonitoringStatsAnomaly_Objective) Descriptor

func (Feature_MonitoringStatsAnomaly_Objective) Descriptor() protoreflect.EnumDescriptor

func (Feature_MonitoringStatsAnomaly_Objective) Enum

func (x Feature_MonitoringStatsAnomaly_Objective) Enum() *Feature_MonitoringStatsAnomaly_Objective

func (Feature_MonitoringStatsAnomaly_Objective) EnumDescriptor

func (Feature_MonitoringStatsAnomaly_Objective) EnumDescriptor() ([]byte, []int)

Deprecated: Use Feature_MonitoringStatsAnomaly_Objective.Descriptor instead.

func (Feature_MonitoringStatsAnomaly_Objective) Number

func (x Feature_MonitoringStatsAnomaly_Objective) Number() protoreflect.EnumNumber

func (Feature_MonitoringStatsAnomaly_Objective) String

func (x Feature_MonitoringStatsAnomaly_Objective) String() string

func (Feature_MonitoringStatsAnomaly_Objective) Type

func (Feature_MonitoringStatsAnomaly_Objective) Type() protoreflect.EnumType

Feature_ValueType

type Feature_ValueType int32

Only applicable for Vertex AI Legacy Feature Store. An enum representing the value type of a feature.

Feature_VALUE_TYPE_UNSPECIFIED, Feature_BOOL, Feature_BOOL_ARRAY, Feature_DOUBLE, Feature_DOUBLE_ARRAY, Feature_INT64, Feature_INT64_ARRAY, Feature_STRING, Feature_STRING_ARRAY, Feature_BYTES

const (
	// The value type is unspecified.
	Feature_VALUE_TYPE_UNSPECIFIED Feature_ValueType = 0
	// Used for Feature that is a boolean.
	Feature_BOOL Feature_ValueType = 1
	// Used for Feature that is a list of boolean.
	Feature_BOOL_ARRAY Feature_ValueType = 2
	// Used for Feature that is double.
	Feature_DOUBLE Feature_ValueType = 3
	// Used for Feature that is a list of double.
	Feature_DOUBLE_ARRAY Feature_ValueType = 4
	// Used for Feature that is INT64.
	Feature_INT64 Feature_ValueType = 9
	// Used for Feature that is a list of INT64.
	Feature_INT64_ARRAY Feature_ValueType = 10
	// Used for Feature that is string.
	Feature_STRING Feature_ValueType = 11
	// Used for Feature that is a list of String.
	Feature_STRING_ARRAY Feature_ValueType = 12
	// Used for Feature that is bytes.
	Feature_BYTES Feature_ValueType = 13
)

func (Feature_ValueType) Descriptor

func (Feature_ValueType) Descriptor() protoreflect.EnumDescriptor

func (Feature_ValueType) Enum

func (x Feature_ValueType) Enum() *Feature_ValueType

func (Feature_ValueType) EnumDescriptor

func (Feature_ValueType) EnumDescriptor() ([]byte, []int)

Deprecated: Use Feature_ValueType.Descriptor instead.

func (Feature_ValueType) Number

func (x Feature_ValueType) Number() protoreflect.EnumNumber

func (Feature_ValueType) String

func (x Feature_ValueType) String() string

func (Feature_ValueType) Type

func (Feature_ValueType) Type() protoreflect.EnumType

Featurestore

type Featurestore struct {
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`

	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`

	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`

	Etag string `protobuf:"bytes,5,opt,name=etag,proto3" json:"etag,omitempty"`

	Labels map[string]string "" /* 153 byte string literal not displayed */

	OnlineServingConfig *Featurestore_OnlineServingConfig `protobuf:"bytes,7,opt,name=online_serving_config,json=onlineServingConfig,proto3" json:"online_serving_config,omitempty"`

	State Featurestore_State `protobuf:"varint,8,opt,name=state,proto3,enum=google.cloud.aiplatform.v1beta1.Featurestore_State" json:"state,omitempty"`

	OnlineStorageTtlDays int32 "" /* 127 byte string literal not displayed */

	EncryptionSpec *EncryptionSpec `protobuf:"bytes,10,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`

}

Vertex AI Feature Store provides a centralized repository for organizing, storing, and serving ML features. The Featurestore is a top-level container for your features and their values.

func (*Featurestore) Descriptor

func (*Featurestore) Descriptor() ([]byte, []int)

Deprecated: Use Featurestore.ProtoReflect.Descriptor instead.

func (*Featurestore) GetCreateTime

func (x *Featurestore) GetCreateTime() *timestamppb.Timestamp

func (*Featurestore) GetEncryptionSpec

func (x *Featurestore) GetEncryptionSpec() *EncryptionSpec

func (*Featurestore) GetEtag

func (x *Featurestore) GetEtag() string

func (*Featurestore) GetLabels

func (x *Featurestore) GetLabels() map[string]string

func (*Featurestore) GetName

func (x *Featurestore) GetName() string

func (*Featurestore) GetOnlineServingConfig

func (x *Featurestore) GetOnlineServingConfig() *Featurestore_OnlineServingConfig

func (*Featurestore) GetOnlineStorageTtlDays

func (x *Featurestore) GetOnlineStorageTtlDays() int32

func (*Featurestore) GetState

func (x *Featurestore) GetState() Featurestore_State

func (*Featurestore) GetUpdateTime

func (x *Featurestore) GetUpdateTime() *timestamppb.Timestamp

func (*Featurestore) ProtoMessage

func (*Featurestore) ProtoMessage()

func (*Featurestore) ProtoReflect

func (x *Featurestore) ProtoReflect() protoreflect.Message

func (*Featurestore) Reset

func (x *Featurestore) Reset()

func (*Featurestore) String

func (x *Featurestore) String() string

FeaturestoreMonitoringConfig

type FeaturestoreMonitoringConfig struct {
	SnapshotAnalysis *FeaturestoreMonitoringConfig_SnapshotAnalysis `protobuf:"bytes,1,opt,name=snapshot_analysis,json=snapshotAnalysis,proto3" json:"snapshot_analysis,omitempty"`

	ImportFeaturesAnalysis *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis "" /* 129 byte string literal not displayed */

	NumericalThresholdConfig *FeaturestoreMonitoringConfig_ThresholdConfig "" /* 135 byte string literal not displayed */

	CategoricalThresholdConfig *FeaturestoreMonitoringConfig_ThresholdConfig "" /* 141 byte string literal not displayed */

}

Configuration of how features in Featurestore are monitored.

func (*FeaturestoreMonitoringConfig) Descriptor

func (*FeaturestoreMonitoringConfig) Descriptor() ([]byte, []int)

Deprecated: Use FeaturestoreMonitoringConfig.ProtoReflect.Descriptor instead.

func (*FeaturestoreMonitoringConfig) GetCategoricalThresholdConfig

func (x *FeaturestoreMonitoringConfig) GetCategoricalThresholdConfig() *FeaturestoreMonitoringConfig_ThresholdConfig

func (*FeaturestoreMonitoringConfig) GetImportFeaturesAnalysis

func (x *FeaturestoreMonitoringConfig) GetImportFeaturesAnalysis() *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis

func (*FeaturestoreMonitoringConfig) GetNumericalThresholdConfig

func (x *FeaturestoreMonitoringConfig) GetNumericalThresholdConfig() *FeaturestoreMonitoringConfig_ThresholdConfig

func (*FeaturestoreMonitoringConfig) GetSnapshotAnalysis

func (x *FeaturestoreMonitoringConfig) GetSnapshotAnalysis() *FeaturestoreMonitoringConfig_SnapshotAnalysis

func (*FeaturestoreMonitoringConfig) ProtoMessage

func (*FeaturestoreMonitoringConfig) ProtoMessage()

func (*FeaturestoreMonitoringConfig) ProtoReflect

func (x *FeaturestoreMonitoringConfig) ProtoReflect() protoreflect.Message

func (*FeaturestoreMonitoringConfig) Reset

func (x *FeaturestoreMonitoringConfig) Reset()

func (*FeaturestoreMonitoringConfig) String

func (x *FeaturestoreMonitoringConfig) String() string

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis

type FeaturestoreMonitoringConfig_ImportFeaturesAnalysis struct {
	State FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State "" /* 159 byte string literal not displayed */

	AnomalyDetectionBaseline FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline "" /* 234 byte string literal not displayed */

}

Configuration of the Featurestore's ImportFeature Analysis Based Monitoring. This type of analysis generates statistics for values of each Feature imported by every [ImportFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.ImportFeatureValues] operation.

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) Descriptor

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) Descriptor() ([]byte, []int)

Deprecated: Use FeaturestoreMonitoringConfig_ImportFeaturesAnalysis.ProtoReflect.Descriptor instead.

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) GetAnomalyDetectionBaseline

func (x *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) GetAnomalyDetectionBaseline() FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) GetState

func (x *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) GetState() FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) ProtoMessage

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) ProtoMessage()

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) ProtoReflect

func (x *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) ProtoReflect() protoreflect.Message

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) Reset

func (x *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) Reset()

func (*FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) String

func (x *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis) String() string

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline

type FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline int32

Defines the baseline to do anomaly detection for feature values imported by each [ImportFeatureValues][google.cloud.aiplatform.v1beta1.FeaturestoreService.ImportFeatureValues] operation.

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_BASELINE_UNSPECIFIED, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_LATEST_STATS, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_MOST_RECENT_SNAPSHOT_STATS, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_PREVIOUS_IMPORT_FEATURES_STATS

const (
	// Should not be used.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_BASELINE_UNSPECIFIED FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline = 0
	// Choose the later one statistics generated by either most recent
	// snapshot analysis or previous import features analysis. If non of them
	// exists, skip anomaly detection and only generate a statistics.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_LATEST_STATS FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline = 1
	// Use the statistics generated by the most recent snapshot analysis if
	// exists.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_MOST_RECENT_SNAPSHOT_STATS FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline = 2
	// Use the statistics generated by the previous import features analysis
	// if exists.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_PREVIOUS_IMPORT_FEATURES_STATS FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline = 3
)

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Descriptor

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Descriptor() protoreflect.EnumDescriptor

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Enum

func (x FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Enum() *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) EnumDescriptor

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) EnumDescriptor() ([]byte, []int)

Deprecated: Use FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline.Descriptor instead.

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Number

func (x FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Number() protoreflect.EnumNumber

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) String

func (x FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) String() string

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Type

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_Baseline) Type() protoreflect.EnumType

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State

type FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State int32

The state defines whether to enable ImportFeature analysis.

FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_STATE_UNSPECIFIED, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_DEFAULT, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_ENABLED, FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_DISABLED

const (
	// Should not be used.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_STATE_UNSPECIFIED FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State = 0
	// The default behavior of whether to enable the monitoring.
	// EntityType-level config: disabled.
	// Feature-level config: inherited from the configuration of EntityType
	// this Feature belongs to.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_DEFAULT FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State = 1
	// Explicitly enables import features analysis.
	// EntityType-level config: by default enables import features analysis
	// for all Features under it. Feature-level config: enables import
	// features analysis regardless of the EntityType-level config.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_ENABLED FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State = 2
	// Explicitly disables import features analysis.
	// EntityType-level config: by default disables import features analysis
	// for all Features under it. Feature-level config: disables import
	// features analysis regardless of the EntityType-level config.
	FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_DISABLED FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State = 3
)

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Descriptor

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Descriptor() protoreflect.EnumDescriptor

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Enum

func (x FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Enum() *FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) EnumDescriptor

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) EnumDescriptor() ([]byte, []int)

Deprecated: Use FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State.Descriptor instead.

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Number

func (x FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Number() protoreflect.EnumNumber

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) String

func (x FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) String() string

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Type

func (FeaturestoreMonitoringConfig_ImportFeaturesAnalysis_State) Type() protoreflect.EnumType

FeaturestoreMonitoringConfig_SnapshotAnalysis

type FeaturestoreMonitoringConfig_SnapshotAnalysis struct {
	Disabled bool `protobuf:"varint,1,opt,name=disabled,proto3" json:"disabled,omitempty"`

	MonitoringInterval *durationpb.Duration `protobuf:"bytes,2,opt,name=monitoring_interval,json=monitoringInterval,proto3" json:"monitoring_interval,omitempty"`

	MonitoringIntervalDays int32 "" /* 130 byte string literal not displayed */

	StalenessDays int32 `protobuf:"varint,4,opt,name=staleness_days,json=stalenessDays,proto3" json:"staleness_days,omitempty"`

}

Configuration of the Featurestore's Snapshot Analysis Based Monitoring. This type of analysis generates statistics for each Feature based on a snapshot of the latest feature value of each entities every monitoring_interval.

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) Descriptor

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) Descriptor() ([]byte, []int)

Deprecated: Use FeaturestoreMonitoringConfig_SnapshotAnalysis.ProtoReflect.Descriptor instead.

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) GetDisabled

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) GetDisabled() bool

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) GetMonitoringInterval

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) GetMonitoringInterval() *durationpb.Duration

Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/featurestore_monitoring.proto.

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) GetMonitoringIntervalDays

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) GetMonitoringIntervalDays() int32

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) GetStalenessDays

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) GetStalenessDays() int32

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) ProtoMessage

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) ProtoMessage()

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) ProtoReflect

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) ProtoReflect() protoreflect.Message

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) Reset

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) Reset()

func (*FeaturestoreMonitoringConfig_SnapshotAnalysis) String

func (x *FeaturestoreMonitoringConfig_SnapshotAnalysis) String() string

FeaturestoreMonitoringConfig_ThresholdConfig

type FeaturestoreMonitoringConfig_ThresholdConfig struct {

	// Types that are assignable to Threshold:
	//
	//	*FeaturestoreMonitoringConfig_ThresholdConfig_Value
	Threshold isFeaturestoreMonitoringConfig_ThresholdConfig_Threshold `protobuf_oneof:"threshold"`
	// contains filtered or unexported fields
}

The config for Featurestore Monitoring threshold.

func (*FeaturestoreMonitoringConfig_ThresholdConfig) Descriptor

func (*FeaturestoreMonitoringConfig_ThresholdConfig) Descriptor() ([]byte, []int)

Deprecated: Use FeaturestoreMonitoringConfig_ThresholdConfig.ProtoReflect.Descriptor instead.

func (*FeaturestoreMonitoringConfig_ThresholdConfig) GetThreshold

func (m *FeaturestoreMonitoringConfig_ThresholdConfig) GetThreshold() isFeaturestoreMonitoringConfig_ThresholdConfig_Threshold

func (*FeaturestoreMonitoringConfig_ThresholdConfig) GetValue

func (x *FeaturestoreMonitoringConfig_ThresholdConfig) GetValue() float64

func (*FeaturestoreMonitoringConfig_ThresholdConfig) ProtoMessage

func (*FeaturestoreMonitoringConfig_ThresholdConfig) ProtoMessage()

func (*FeaturestoreMonitoringConfig_ThresholdConfig) ProtoReflect

func (x *FeaturestoreMonitoringConfig_ThresholdConfig) ProtoReflect() protoreflect.Message

func (*FeaturestoreMonitoringConfig_ThresholdConfig) Reset

func (x *FeaturestoreMonitoringConfig_ThresholdConfig) Reset()

func (*FeaturestoreMonitoringConfig_ThresholdConfig) String

func (x *FeaturestoreMonitoringConfig_ThresholdConfig) String() string

FeaturestoreMonitoringConfig_ThresholdConfig_Value

type FeaturestoreMonitoringConfig_ThresholdConfig_Value struct {
	// Specify a threshold value that can trigger the alert.
	// 1. For categorical feature, the distribution distance is calculated by
	// L-inifinity norm.
	// 2. For numerical feature, the distribution distance is calculated by
	// Jensen–Shannon divergence. Each feature must have a non-zero threshold
	// if they need to be monitored. Otherwise no alert will be triggered for
	// that feature.
	Value float64 `protobuf:"fixed64,1,opt,name=value,proto3,oneof"`
}

FeaturestoreOnlineServingServiceClient

type FeaturestoreOnlineServingServiceClient interface {
	// Reads Feature values of a specific entity of an EntityType. For reading
	// feature values of multiple entities of an EntityType, please use
	// StreamingReadFeatureValues.
	ReadFeatureValues(ctx context.Context, in *ReadFeatureValuesRequest, opts ...grpc.CallOption) (*ReadFeatureValuesResponse, error)
	// Reads Feature values for multiple entities. Depending on their size, data
	// for different entities may be broken
	// up across multiple responses.
	StreamingReadFeatureValues(ctx context.Context, in *StreamingReadFeatureValuesRequest, opts ...grpc.CallOption) (FeaturestoreOnlineServingService_StreamingReadFeatureValuesClient, error)
	// Writes Feature values of one or more entities of an EntityType.
	//
	// The Feature values are merged into existing entities if any. The Feature
	// values to be written must have timestamp within the online storage
	// retention.
	WriteFeatureValues(ctx context.Context, in *WriteFeatureValuesRequest, opts ...grpc.CallOption) (*WriteFeatureValuesResponse, error)
}

FeaturestoreOnlineServingServiceClient is the client API for FeaturestoreOnlineServingService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewFeaturestoreOnlineServingServiceClient

func NewFeaturestoreOnlineServingServiceClient(cc grpc.ClientConnInterface) FeaturestoreOnlineServingServiceClient

FeaturestoreOnlineServingServiceServer

type FeaturestoreOnlineServingServiceServer interface {
	// Reads Feature values of a specific entity of an EntityType. For reading
	// feature values of multiple entities of an EntityType, please use
	// StreamingReadFeatureValues.
	ReadFeatureValues(context.Context, *ReadFeatureValuesRequest) (*ReadFeatureValuesResponse, error)
	// Reads Feature values for multiple entities. Depending on their size, data
	// for different entities may be broken
	// up across multiple responses.
	StreamingReadFeatureValues(*StreamingReadFeatureValuesRequest, FeaturestoreOnlineServingService_StreamingReadFeatureValuesServer) error
	// Writes Feature values of one or more entities of an EntityType.
	//
	// The Feature values are merged into existing entities if any. The Feature
	// values to be written must have timestamp within the online storage
	// retention.
	WriteFeatureValues(context.Context, *WriteFeatureValuesRequest) (*WriteFeatureValuesResponse, error)
}

FeaturestoreOnlineServingServiceServer is the server API for FeaturestoreOnlineServingService service.

FeaturestoreOnlineServingService_StreamingReadFeatureValuesClient

type FeaturestoreOnlineServingService_StreamingReadFeatureValuesClient interface {
	Recv() (*ReadFeatureValuesResponse, error)
	grpc.ClientStream
}

FeaturestoreOnlineServingService_StreamingReadFeatureValuesServer

type FeaturestoreOnlineServingService_StreamingReadFeatureValuesServer interface {
	Send(*ReadFeatureValuesResponse) error
	grpc.ServerStream
}

FeaturestoreServiceClient

type FeaturestoreServiceClient interface {
	// Creates a new Featurestore in a given project and location.
	CreateFeaturestore(ctx context.Context, in *CreateFeaturestoreRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single Featurestore.
	GetFeaturestore(ctx context.Context, in *GetFeaturestoreRequest, opts ...grpc.CallOption) (*Featurestore, error)
	// Lists Featurestores in a given project and location.
	ListFeaturestores(ctx context.Context, in *ListFeaturestoresRequest, opts ...grpc.CallOption) (*ListFeaturestoresResponse, error)
	// Updates the parameters of a single Featurestore.
	UpdateFeaturestore(ctx context.Context, in *UpdateFeaturestoreRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deletes a single Featurestore. The Featurestore must not contain any
	// EntityTypes or `force` must be set to true for the request to succeed.
	DeleteFeaturestore(ctx context.Context, in *DeleteFeaturestoreRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Creates a new EntityType in a given Featurestore.
	CreateEntityType(ctx context.Context, in *CreateEntityTypeRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single EntityType.
	GetEntityType(ctx context.Context, in *GetEntityTypeRequest, opts ...grpc.CallOption) (*EntityType, error)
	// Lists EntityTypes in a given Featurestore.
	ListEntityTypes(ctx context.Context, in *ListEntityTypesRequest, opts ...grpc.CallOption) (*ListEntityTypesResponse, error)
	// Updates the parameters of a single EntityType.
	UpdateEntityType(ctx context.Context, in *UpdateEntityTypeRequest, opts ...grpc.CallOption) (*EntityType, error)
	// Deletes a single EntityType. The EntityType must not have any Features
	// or `force` must be set to true for the request to succeed.
	DeleteEntityType(ctx context.Context, in *DeleteEntityTypeRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Creates a new Feature in a given EntityType.
	CreateFeature(ctx context.Context, in *CreateFeatureRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Creates a batch of Features in a given EntityType.
	BatchCreateFeatures(ctx context.Context, in *BatchCreateFeaturesRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets details of a single Feature.
	GetFeature(ctx context.Context, in *GetFeatureRequest, opts ...grpc.CallOption) (*Feature, error)
	// Lists Features in a given EntityType.
	ListFeatures(ctx context.Context, in *ListFeaturesRequest, opts ...grpc.CallOption) (*ListFeaturesResponse, error)
	// Updates the parameters of a single Feature.
	UpdateFeature(ctx context.Context, in *UpdateFeatureRequest, opts ...grpc.CallOption) (*Feature, error)
	// Deletes a single Feature.
	DeleteFeature(ctx context.Context, in *DeleteFeatureRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Imports Feature values into the Featurestore from a source storage.
	//
	// The progress of the import is tracked by the returned operation. The
	// imported features are guaranteed to be visible to subsequent read
	// operations after the operation is marked as successfully done.
	//
	// If an import operation fails, the Feature values returned from
	// reads and exports may be inconsistent. If consistency is
	// required, the caller must retry the same import request again and wait till
	// the new operation returned is marked as successfully done.
	//
	// There are also scenarios where the caller can cause inconsistency.
	//
	//   - Source data for import contains multiple distinct Feature values for
	//     the same entity ID and timestamp.
	//   - Source is modified during an import. This includes adding, updating, or
	//     removing source data and/or metadata. Examples of updating metadata
	//     include but are not limited to changing storage location, storage class,
	//     or retention policy.
	//   - Online serving cluster is under-provisioned.
	ImportFeatureValues(ctx context.Context, in *ImportFeatureValuesRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Batch reads Feature values from a Featurestore.
	//
	// This API enables batch reading Feature values, where each read
	// instance in the batch may read Feature values of entities from one or
	// more EntityTypes. Point-in-time correctness is guaranteed for Feature
	// values of each read instance as of each instance's read timestamp.
	BatchReadFeatureValues(ctx context.Context, in *BatchReadFeatureValuesRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Exports Feature values from all the entities of a target EntityType.
	ExportFeatureValues(ctx context.Context, in *ExportFeatureValuesRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Delete Feature values from Featurestore.
	//
	// The progress of the deletion is tracked by the returned operation. The
	// deleted feature values are guaranteed to be invisible to subsequent read
	// operations after the operation is marked as successfully done.
	//
	// If a delete feature values operation fails, the feature values
	// returned from reads and exports may be inconsistent. If consistency is
	// required, the caller must retry the same delete request again and wait till
	// the new operation returned is marked as successfully done.
	DeleteFeatureValues(ctx context.Context, in *DeleteFeatureValuesRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Searches Features matching a query in a given project.
	SearchFeatures(ctx context.Context, in *SearchFeaturesRequest, opts ...grpc.CallOption) (*SearchFeaturesResponse, error)
}

FeaturestoreServiceClient is the client API for FeaturestoreService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewFeaturestoreServiceClient

func NewFeaturestoreServiceClient(cc grpc.ClientConnInterface) FeaturestoreServiceClient

FeaturestoreServiceServer

type FeaturestoreServiceServer interface {
	// Creates a new Featurestore in a given project and location.
	CreateFeaturestore(context.Context, *CreateFeaturestoreRequest) (*longrunningpb.Operation, error)
	// Gets details of a single Featurestore.
	GetFeaturestore(context.Context, *GetFeaturestoreRequest) (*Featurestore, error)
	// Lists Featurestores in a given project and location.
	ListFeaturestores(context.Context, *ListFeaturestoresRequest) (*ListFeaturestoresResponse, error)
	// Updates the parameters of a single Featurestore.
	UpdateFeaturestore(context.Context, *UpdateFeaturestoreRequest) (*longrunningpb.Operation, error)
	// Deletes a single Featurestore. The Featurestore must not contain any
	// EntityTypes or `force` must be set to true for the request to succeed.
	DeleteFeaturestore(context.Context, *DeleteFeaturestoreRequest) (*longrunningpb.Operation, error)
	// Creates a new EntityType in a given Featurestore.
	CreateEntityType(context.Context, *CreateEntityTypeRequest) (*longrunningpb.Operation, error)
	// Gets details of a single EntityType.
	GetEntityType(context.Context, *GetEntityTypeRequest) (*EntityType, error)
	// Lists EntityTypes in a given Featurestore.
	ListEntityTypes(context.Context, *ListEntityTypesRequest) (*ListEntityTypesResponse, error)
	// Updates the parameters of a single EntityType.
	UpdateEntityType(context.Context, *UpdateEntityTypeRequest) (*EntityType, error)
	// Deletes a single EntityType. The EntityType must not have any Features
	// or `force` must be set to true for the request to succeed.
	DeleteEntityType(context.Context, *DeleteEntityTypeRequest) (*longrunningpb.Operation, error)
	// Creates a new Feature in a given EntityType.
	CreateFeature(context.Context, *CreateFeatureRequest) (*longrunningpb.Operation, error)
	// Creates a batch of Features in a given EntityType.
	BatchCreateFeatures(context.Context, *BatchCreateFeaturesRequest) (*longrunningpb.Operation, error)
	// Gets details of a single Feature.
	GetFeature(context.Context, *GetFeatureRequest) (*Feature, error)
	// Lists Features in a given EntityType.
	ListFeatures(context.Context, *ListFeaturesRequest) (*ListFeaturesResponse, error)
	// Updates the parameters of a single Feature.
	UpdateFeature(context.Context, *UpdateFeatureRequest) (*Feature, error)
	// Deletes a single Feature.
	DeleteFeature(context.Context, *DeleteFeatureRequest) (*longrunningpb.Operation, error)
	// Imports Feature values into the Featurestore from a source storage.
	//
	// The progress of the import is tracked by the returned operation. The
	// imported features are guaranteed to be visible to subsequent read
	// operations after the operation is marked as successfully done.
	//
	// If an import operation fails, the Feature values returned from
	// reads and exports may be inconsistent. If consistency is
	// required, the caller must retry the same import request again and wait till
	// the new operation returned is marked as successfully done.
	//
	// There are also scenarios where the caller can cause inconsistency.
	//
	//   - Source data for import contains multiple distinct Feature values for
	//     the same entity ID and timestamp.
	//   - Source is modified during an import. This includes adding, updating, or