feat: add grpc_ports to UploadModel ModelContainerSpec (googleapis#6798)

feat: add DirectPredict to PredictionService
feat: add DirectRawPredict to PredictionService
feat: add StreamingPredict to PredictionService.
feat: add StreamingRawPredict to PredictionService.
PiperOrigin-RevId: 583502805
Source-Link: googleapis/googleapis@31c70c9
Source-Link: https://github.com/googleapis/googleapis-gen/commit/a041c3d8068cb99a1dcf83124d0cd63eba91a4c7
Copy-Tag: eyJwIjoiQWlQbGF0Zm9ybS8uT3dsQm90LnlhbWwiLCJoIjoiYTA0MWMzZDgwNjhjYjk5YTFkY2Y4MzEyNGQwY2Q2M2ViYTkxYTRjNyJ9

AiPlatform/samples/V1/PredictionServiceClient/direct_predict.php

@@ -0,0 +1,74 @@
+<?php
+/*
+ * Copyright 2023 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.
+ */
+
+/*
+ * GENERATED CODE WARNING
+ * This file was automatically generated - do not edit!
+ */
+
+require_once __DIR__ . '/../../../vendor/autoload.php';
+
+// [START aiplatform_v1_generated_PredictionService_DirectPredict_sync]
+use Google\ApiCore\ApiException;
+use Google\Cloud\AIPlatform\V1\Client\PredictionServiceClient;
+use Google\Cloud\AIPlatform\V1\DirectPredictRequest;
+use Google\Cloud\AIPlatform\V1\DirectPredictResponse;
+
+/**
+ * Perform an unary online prediction request for Vertex first-party products
+ * and frameworks.
+ *
+ * @param string $formattedEndpoint The name of the Endpoint requested to serve the prediction.
+ *                                  Format:
+ *                                  `projects/{project}/locations/{location}/endpoints/{endpoint}`
+ *                                  Please see {@see PredictionServiceClient::endpointName()} for help formatting this field.
+ */
+function direct_predict_sample(string $formattedEndpoint): void
+{
+    // Create a client.
+    $predictionServiceClient = new PredictionServiceClient();
+
+    // Prepare the request message.
+    $request = (new DirectPredictRequest())
+        ->setEndpoint($formattedEndpoint);
+
+    // Call the API and handle any network failures.
+    try {
+        /** @var DirectPredictResponse $response */
+        $response = $predictionServiceClient->directPredict($request);
+        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
+    } catch (ApiException $ex) {
+        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
+    }
+}
+
+/**
+ * Helper to execute the sample.
+ *
+ * This sample has been automatically generated and should be regarded as a code
+ * template only. It will require modifications to work:
+ *  - It may require correct/in-range values for request initialization.
+ *  - It may require specifying regional endpoints when creating the service client,
+ *    please see the apiEndpoint client configuration option for more details.
+ */
+function callSample(): void
+{
+    $formattedEndpoint = PredictionServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
+
+    direct_predict_sample($formattedEndpoint);
+}
+// [END aiplatform_v1_generated_PredictionService_DirectPredict_sync]

AiPlatform/samples/V1/PredictionServiceClient/direct_raw_predict.php

@@ -0,0 +1,73 @@
+<?php
+/*
+ * Copyright 2023 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.
+ */
+
+/*
+ * GENERATED CODE WARNING
+ * This file was automatically generated - do not edit!
+ */
+
+require_once __DIR__ . '/../../../vendor/autoload.php';
+
+// [START aiplatform_v1_generated_PredictionService_DirectRawPredict_sync]
+use Google\ApiCore\ApiException;
+use Google\Cloud\AIPlatform\V1\Client\PredictionServiceClient;
+use Google\Cloud\AIPlatform\V1\DirectRawPredictRequest;
+use Google\Cloud\AIPlatform\V1\DirectRawPredictResponse;
+
+/**
+ * Perform an online prediction request through gRPC.
+ *
+ * @param string $formattedEndpoint The name of the Endpoint requested to serve the prediction.
+ *                                  Format:
+ *                                  `projects/{project}/locations/{location}/endpoints/{endpoint}`
+ *                                  Please see {@see PredictionServiceClient::endpointName()} for help formatting this field.
+ */
+function direct_raw_predict_sample(string $formattedEndpoint): void
+{
+    // Create a client.
+    $predictionServiceClient = new PredictionServiceClient();
+
+    // Prepare the request message.
+    $request = (new DirectRawPredictRequest())
+        ->setEndpoint($formattedEndpoint);
+
+    // Call the API and handle any network failures.
+    try {
+        /** @var DirectRawPredictResponse $response */
+        $response = $predictionServiceClient->directRawPredict($request);
+        printf('Response data: %s' . PHP_EOL, $response->serializeToJsonString());
+    } catch (ApiException $ex) {
+        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
+    }
+}
+
+/**
+ * Helper to execute the sample.
+ *
+ * This sample has been automatically generated and should be regarded as a code
+ * template only. It will require modifications to work:
+ *  - It may require correct/in-range values for request initialization.
+ *  - It may require specifying regional endpoints when creating the service client,
+ *    please see the apiEndpoint client configuration option for more details.
+ */
+function callSample(): void
+{
+    $formattedEndpoint = PredictionServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
+
+    direct_raw_predict_sample($formattedEndpoint);
+}
+// [END aiplatform_v1_generated_PredictionService_DirectRawPredict_sync]

AiPlatform/samples/V1/PredictionServiceClient/streaming_predict.php

@@ -0,0 +1,80 @@
+<?php
+/*
+ * Copyright 2023 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.
+ */
+
+/*
+ * GENERATED CODE WARNING
+ * This file was automatically generated - do not edit!
+ */
+
+require_once __DIR__ . '/../../../vendor/autoload.php';
+
+// [START aiplatform_v1_generated_PredictionService_StreamingPredict_sync]
+use Google\ApiCore\ApiException;
+use Google\ApiCore\BidiStream;
+use Google\Cloud\AIPlatform\V1\Client\PredictionServiceClient;
+use Google\Cloud\AIPlatform\V1\StreamingPredictRequest;
+use Google\Cloud\AIPlatform\V1\StreamingPredictResponse;
+
+/**
+ * Perform a streaming online prediction request for Vertex first-party
+ * products and frameworks.
+ *
+ * @param string $formattedEndpoint The name of the Endpoint requested to serve the prediction.
+ *                                  Format:
+ *                                  `projects/{project}/locations/{location}/endpoints/{endpoint}`
+ *                                  Please see {@see PredictionServiceClient::endpointName()} for help formatting this field.
+ */
+function streaming_predict_sample(string $formattedEndpoint): void
+{
+    // Create a client.
+    $predictionServiceClient = new PredictionServiceClient();
+
+    // Prepare the request message.
+    $request = (new StreamingPredictRequest())
+        ->setEndpoint($formattedEndpoint);
+
+    // Call the API and handle any network failures.
+    try {
+        /** @var BidiStream $stream */
+        $stream = $predictionServiceClient->streamingPredict();
+        $stream->writeAll([$request,]);
+
+        /** @var StreamingPredictResponse $element */
+        foreach ($stream->closeWriteAndReadAll() as $element) {
+            printf('Element data: %s' . PHP_EOL, $element->serializeToJsonString());
+        }
+    } catch (ApiException $ex) {
+        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
+    }
+}
+
+/**
+ * Helper to execute the sample.
+ *
+ * This sample has been automatically generated and should be regarded as a code
+ * template only. It will require modifications to work:
+ *  - It may require correct/in-range values for request initialization.
+ *  - It may require specifying regional endpoints when creating the service client,
+ *    please see the apiEndpoint client configuration option for more details.
+ */
+function callSample(): void
+{
+    $formattedEndpoint = PredictionServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
+
+    streaming_predict_sample($formattedEndpoint);
+}
+// [END aiplatform_v1_generated_PredictionService_StreamingPredict_sync]

AiPlatform/samples/V1/PredictionServiceClient/streaming_raw_predict.php

@@ -0,0 +1,79 @@
+<?php
+/*
+ * Copyright 2023 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.
+ */
+
+/*
+ * GENERATED CODE WARNING
+ * This file was automatically generated - do not edit!
+ */
+
+require_once __DIR__ . '/../../../vendor/autoload.php';
+
+// [START aiplatform_v1_generated_PredictionService_StreamingRawPredict_sync]
+use Google\ApiCore\ApiException;
+use Google\ApiCore\BidiStream;
+use Google\Cloud\AIPlatform\V1\Client\PredictionServiceClient;
+use Google\Cloud\AIPlatform\V1\StreamingRawPredictRequest;
+use Google\Cloud\AIPlatform\V1\StreamingRawPredictResponse;
+
+/**
+ * Perform a streaming online prediction request through gRPC.
+ *
+ * @param string $formattedEndpoint The name of the Endpoint requested to serve the prediction.
+ *                                  Format:
+ *                                  `projects/{project}/locations/{location}/endpoints/{endpoint}`
+ *                                  Please see {@see PredictionServiceClient::endpointName()} for help formatting this field.
+ */
+function streaming_raw_predict_sample(string $formattedEndpoint): void
+{
+    // Create a client.
+    $predictionServiceClient = new PredictionServiceClient();
+
+    // Prepare the request message.
+    $request = (new StreamingRawPredictRequest())
+        ->setEndpoint($formattedEndpoint);
+
+    // Call the API and handle any network failures.
+    try {
+        /** @var BidiStream $stream */
+        $stream = $predictionServiceClient->streamingRawPredict();
+        $stream->writeAll([$request,]);
+
+        /** @var StreamingRawPredictResponse $element */
+        foreach ($stream->closeWriteAndReadAll() as $element) {
+            printf('Element data: %s' . PHP_EOL, $element->serializeToJsonString());
+        }
+    } catch (ApiException $ex) {
+        printf('Call failed with message: %s' . PHP_EOL, $ex->getMessage());
+    }
+}
+
+/**
+ * Helper to execute the sample.
+ *
+ * This sample has been automatically generated and should be regarded as a code
+ * template only. It will require modifications to work:
+ *  - It may require correct/in-range values for request initialization.
+ *  - It may require specifying regional endpoints when creating the service client,
+ *    please see the apiEndpoint client configuration option for more details.
+ */
+function callSample(): void
+{
+    $formattedEndpoint = PredictionServiceClient::endpointName('[PROJECT]', '[LOCATION]', '[ENDPOINT]');
+
+    streaming_raw_predict_sample($formattedEndpoint);
+}
+// [END aiplatform_v1_generated_PredictionService_StreamingRawPredict_sync]