/
dataset_create.go
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/
dataset_create.go
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// Copyright 2019 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// Package automl contains samples for Google Cloud AutoML API v1.
package automl
// [START automl_vision_object_detection_create_dataset]
import (
"context"
"fmt"
"io"
automl "cloud.google.com/go/automl/apiv1"
"cloud.google.com/go/automl/apiv1/automlpb"
)
// visionObjectDetectionCreateDataset creates a dataset for image object detection.
func visionObjectDetectionCreateDataset(w io.Writer, projectID string, location string, datasetName string) error {
// projectID := "my-project-id"
// location := "us-central1"
// datasetName := "dataset_display_name"
ctx := context.Background()
client, err := automl.NewClient(ctx)
if err != nil {
return fmt.Errorf("NewClient: %w", err)
}
defer client.Close()
req := &automlpb.CreateDatasetRequest{
Parent: fmt.Sprintf("projects/%s/locations/%s", projectID, location),
Dataset: &automlpb.Dataset{
DisplayName: datasetName,
DatasetMetadata: &automlpb.Dataset_ImageObjectDetectionDatasetMetadata{
ImageObjectDetectionDatasetMetadata: &automlpb.ImageObjectDetectionDatasetMetadata{},
},
},
}
op, err := client.CreateDataset(ctx, req)
if err != nil {
return fmt.Errorf("CreateDataset: %w", err)
}
fmt.Fprintf(w, "Processing operation name: %q\n", op.Name())
dataset, err := op.Wait(ctx)
if err != nil {
return fmt.Errorf("Wait: %w", err)
}
fmt.Fprintf(w, "Dataset name: %v\n", dataset.GetName())
return nil
}
// [END automl_vision_object_detection_create_dataset]