View Source GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset (google_api_ai_platform v0.13.0)

Training Dataset information.

Attributes

bigquerySource (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1BigQuerySource.t, default: nil) - The BigQuery table of the unmanaged Dataset used to train this Model.
dataFormat (type: String.t, default: nil) - Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are: "tf-record" The source file is a TFRecord file. "csv" The source file is a CSV file. "jsonl" The source file is a JSONL file.
dataset (type: String.t, default: nil) - The resource name of the Dataset used to train this Model.
gcsSource (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1GcsSource.t, default: nil) - The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
loggingSamplingStrategy (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1SamplingStrategy.t, default: nil) - Strategy to sample data from Training Dataset. If not set, we process the whole dataset.
targetField (type: String.t, default: nil) - The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() ::
  %GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset{
    bigquerySource:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1BigQuerySource.t()
      | nil,
    dataFormat: String.t() | nil,
    dataset: String.t() | nil,
    gcsSource:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1GcsSource.t() | nil,
    loggingSamplingStrategy:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1SamplingStrategy.t()
      | nil,
    targetField: String.t() | nil
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.