| Class | Description |
|---|---|
| AutoMlClient |
Service Description: AutoML Server API.
|
| AutoMlClient.ListDatasetsFixedSizeCollection | |
| AutoMlClient.ListDatasetsPage | |
| AutoMlClient.ListDatasetsPagedResponse | |
| AutoMlClient.ListModelEvaluationsFixedSizeCollection | |
| AutoMlClient.ListModelEvaluationsPage | |
| AutoMlClient.ListModelEvaluationsPagedResponse | |
| AutoMlClient.ListModelsFixedSizeCollection | |
| AutoMlClient.ListModelsPage | |
| AutoMlClient.ListModelsPagedResponse | |
| AutoMlSettings |
Settings class to configure an instance of
AutoMlClient. |
| AutoMlSettings.Builder |
Builder for AutoMlSettings.
|
| PredictionServiceClient |
Service Description: AutoML Prediction API.
|
| PredictionServiceSettings |
Settings class to configure an instance of
PredictionServiceClient. |
| PredictionServiceSettings.Builder |
Builder for PredictionServiceSettings.
|
The interfaces provided are listed below, along with usage samples.
======================= PredictionServiceClient =======================
Service Description: AutoML Prediction API.
Sample for PredictionServiceClient:
try (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
ExamplePayload payload = ExamplePayload.newBuilder().build();
Map<String, String> params = new HashMap<>();
PredictResponse response = predictionServiceClient.predict(name, payload, params);
}
============ AutoMlClient ============
Service Description: AutoML Server API.
The resource names are assigned by the server. The server never reuses names that it has created after the resources with those names are deleted.
An ID of a resource is the last element of the item's resource name. For `projects/{project_id}/locations/{location_id}/datasets/{dataset_id}`, then the id for the item is `{dataset_id}`.
Sample for AutoMlClient:
try (AutoMlClient autoMlClient = AutoMlClient.create()) {
LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
Dataset dataset = Dataset.newBuilder().build();
Dataset response = autoMlClient.createDataset(parent, dataset);
}
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