Class: Google::Cloud::AIPlatform::V1::BatchPredictionJob::InputConfig

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/batch_prediction_job.rb

Overview

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

Instance Attribute Summary collapse

Instance Attribute Details

#bigquery_source ⇒ ::Google::Cloud::AIPlatform::V1::BigQuerySource

Returns 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.

Note: The following fields are mutually exclusive: bigquery_source, gcs_source, vertex_multimodal_dataset_source. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::BigQuerySource) —

    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.

    Note: The following fields are mutually exclusive: bigquery_source, gcs_source, vertex_multimodal_dataset_source. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/batch_prediction_job.rb', line 258

class InputConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#gcs_source ⇒ ::Google::Cloud::AIPlatform::V1::GcsSource

Returns The Cloud Storage location for the input instances.

Note: The following fields are mutually exclusive: gcs_source, bigquery_source, vertex_multimodal_dataset_source. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::GcsSource) —

    The Cloud Storage location for the input instances.

    Note: The following fields are mutually exclusive: gcs_source, bigquery_source, vertex_multimodal_dataset_source. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/batch_prediction_job.rb', line 258

class InputConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#instances_format ⇒ ::String

Returns Required. The format in which instances are given, must be one of the [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model] supported_input_storage_formats.

Returns:

  • (::String) —

    Required. The format in which instances are given, must be one of the [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model] supported_input_storage_formats.



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# File 'proto_docs/google/cloud/aiplatform/v1/batch_prediction_job.rb', line 258

class InputConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#vertex_multimodal_dataset_source ⇒ ::Google::Cloud::AIPlatform::V1::VertexMultimodalDatasetSource

Returns A Vertex Managed Dataset. Currently, only datasets of type Multimodal are supported.

Note: The following fields are mutually exclusive: vertex_multimodal_dataset_source, gcs_source, bigquery_source. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::VertexMultimodalDatasetSource) —

    A Vertex Managed Dataset. Currently, only datasets of type Multimodal are supported.

    Note: The following fields are mutually exclusive: vertex_multimodal_dataset_source, gcs_source, bigquery_source. If a field in that set is populated, all other fields in the set will automatically be cleared.



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# File 'proto_docs/google/cloud/aiplatform/v1/batch_prediction_job.rb', line 258

class InputConfig
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end