use of com.google.cloud.automl.v1beta1.ColumnSpec in project java-automl by googleapis.
the class AutoMlClientTest method listColumnSpecsTest.
@Test
public void listColumnSpecsTest() throws Exception {
ColumnSpec responsesElement = ColumnSpec.newBuilder().build();
ListColumnSpecsResponse expectedResponse = ListColumnSpecsResponse.newBuilder().setNextPageToken("").addAllColumnSpecs(Arrays.asList(responsesElement)).build();
mockAutoMl.addResponse(expectedResponse);
TableSpecName parent = TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]");
ListColumnSpecsPagedResponse pagedListResponse = client.listColumnSpecs(parent);
List<ColumnSpec> resources = Lists.newArrayList(pagedListResponse.iterateAll());
Assert.assertEquals(1, resources.size());
Assert.assertEquals(expectedResponse.getColumnSpecsList().get(0), resources.get(0));
List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
Assert.assertEquals(1, actualRequests.size());
ListColumnSpecsRequest actualRequest = ((ListColumnSpecsRequest) actualRequests.get(0));
Assert.assertEquals(parent.toString(), actualRequest.getParent());
Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
use of com.google.cloud.automl.v1beta1.ColumnSpec in project java-automl by googleapis.
the class AutoMlClientTest method listColumnSpecsTest2.
@Test
public void listColumnSpecsTest2() throws Exception {
ColumnSpec responsesElement = ColumnSpec.newBuilder().build();
ListColumnSpecsResponse expectedResponse = ListColumnSpecsResponse.newBuilder().setNextPageToken("").addAllColumnSpecs(Arrays.asList(responsesElement)).build();
mockAutoMl.addResponse(expectedResponse);
String parent = "parent-995424086";
ListColumnSpecsPagedResponse pagedListResponse = client.listColumnSpecs(parent);
List<ColumnSpec> resources = Lists.newArrayList(pagedListResponse.iterateAll());
Assert.assertEquals(1, resources.size());
Assert.assertEquals(expectedResponse.getColumnSpecsList().get(0), resources.get(0));
List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
Assert.assertEquals(1, actualRequests.size());
ListColumnSpecsRequest actualRequest = ((ListColumnSpecsRequest) actualRequests.get(0));
Assert.assertEquals(parent, actualRequest.getParent());
Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}
use of com.google.cloud.automl.v1beta1.ColumnSpec in project java-automl by googleapis.
the class TablesCreateModel method createModel.
// Create a model
static void createModel(String projectId, String datasetId, String tableSpecId, String columnSpecId, String displayName) throws IOException, ExecutionException, InterruptedException {
// the "close" method on the client to safely clean up any remaining background resources.
try (AutoMlClient client = AutoMlClient.create()) {
// A resource that represents Google Cloud Platform location.
LocationName projectLocation = LocationName.of(projectId, "us-central1");
// Get the complete path of the column.
ColumnSpecName columnSpecName = ColumnSpecName.of(projectId, "us-central1", datasetId, tableSpecId, columnSpecId);
// Build the get column spec.
ColumnSpec targetColumnSpec = ColumnSpec.newBuilder().setName(columnSpecName.toString()).build();
// Set model metadata.
TablesModelMetadata metadata = TablesModelMetadata.newBuilder().setTargetColumnSpec(targetColumnSpec).setTrainBudgetMilliNodeHours(24000).build();
Model model = Model.newBuilder().setDisplayName(displayName).setDatasetId(datasetId).setTablesModelMetadata(metadata).build();
// Create a model with the model metadata in the region.
OperationFuture<Model, OperationMetadata> future = client.createModelAsync(projectLocation, model);
// OperationFuture.get() will block until the model is created, which may take several hours.
// You can use OperationFuture.getInitialFuture to get a future representing the initial
// response to the request, which contains information while the operation is in progress.
System.out.format("Training operation name: %s%n", future.getInitialFuture().get().getName());
System.out.println("Training started...");
}
}
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