feat: add a generate image sample and test for Imagen (#3861)

* feat: add a generate image sample and test for Imagen

* fix lint

* trigger build

* trigger build

Author: irataxy

ai-platform/snippets/imagen/generateImage.js

@@ -0,0 +1,106 @@
+/*
+ * Copyright 2024 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.
+ */
+
+'use strict';
+
+const main = async () => {
+  // [START generativeaionvertexai_imagen_generate_image]
+  /**
+   * TODO(developer): Update these variables before running the sample.
+   */
+  const projectId = process.env.CAIP_PROJECT_ID;
+  const outputFile = 'my-output';
+  const prompt = 'a dog reading a newspaper'; // The text prompt describing what you want to see
+  const location = 'us-central1';
+
+  const aiplatform = require('@google-cloud/aiplatform');
+
+  // Imports the Google Cloud Prediction Service Client library
+  const {PredictionServiceClient} = aiplatform.v1;
+
+  // Import the helper module for converting arbitrary protobuf.Value objects
+  const {helpers} = aiplatform;
+
+  // Specifies the location of the api endpoint
+  const clientOptions = {
+    apiEndpoint: `${location}-aiplatform.googleapis.com`,
+  };
+
+  // Instantiates a client
+  const predictionServiceClient = new PredictionServiceClient(clientOptions);
+
+  const fs = require('fs');
+  const util = require('util');
+
+  async function generateImage() {
+    // Configure the parent resource
+    const endpoint = `projects/${projectId}/locations/${location}/publishers/google/models/imagen-3.0-generate-001`;
+
+    const promptText = {
+      prompt: prompt,
+    };
+    const instanceValue = helpers.toValue(promptText);
+    const instances = [instanceValue];
+
+    const parameter = {
+      sampleCount: 1,
+      // You can't use a seed value and watermark at the same time.
+      // seed: 100,
+      // addWatermark: false,
+      aspectRatio: '1:1',
+      safetyFilterLevel: 'block_some',
+      personGeneration: 'allow_adult',
+    };
+    const parameters = helpers.toValue(parameter);
+
+    const request = {
+      endpoint,
+      instances,
+      parameters,
+    };
+
+    // Predict request
+    const [response] = await predictionServiceClient.predict(request);
+    const predictions = response.predictions;
+    if (predictions.length === 0) {
+      console.log(
+        'No image was generated. Check the request parameters and prompt.'
+      );
+    } else {
+      let i = 1;
+      for (const prediction of predictions) {
+        const buff = Buffer.from(
+          prediction.structValue.fields.bytesBase64Encoded.stringValue,
+          'base64'
+        );
+        // Write image content to the output file
+        const writeFile = util.promisify(fs.writeFile);
+        const filename = `${outputFile}${i}.png`;
+        await writeFile(filename, buff);
+        console.log(`Saved image ${filename}`);
+        i++;
+      }
+    }
+  }
+  await generateImage();
+  // [END generativeaionvertexai_imagen_generate_image]
+};
+
+// node generateImage.js
+main().catch(err => {
+  console.log(err);
+  process.exitCode = 1;
+});

ai-platform/snippets/package.json

@@ -10,7 +10,7 @@
     "*.js"
   ],
   "scripts": {
-    "test": "c8 mocha -p -j 2 --timeout 2400000 test/*.js"
+    "test": "c8 mocha -p -j 2 --timeout 2400000 test/*.js test/**/*.test.js"
   },
   "dependencies": {
     "@google-cloud/aiplatform": "^3.0.0",

ai-platform/snippets/test/imagen/generateImage.test.js

@@ -0,0 +1,34 @@
+/*
+ * Copyright 2024 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.
+ */
+
+'use strict';
+
+const path = require('path');
+const {assert} = require('chai');
+const {describe, it} = require('mocha');
+
+const cp = require('child_process');
+const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});
+const cwd = path.join(__dirname, '..');
+
+describe('AI platform generate image', () => {
+  it('should generate an image using the Imagen model', async () => {
+    const stdout = execSync('node ./imagen/generateImage.js', {
+      cwd,
+    });
+    assert.match(stdout, /Saved image my-output1.png/);
+  });
+});