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AiPlatform/src/V1/Client/PredictionServiceClient.php

@@ -25,6 +25,7 @@
 namespace Google\Cloud\AIPlatform\V1\Client;
 
 use Google\ApiCore\ApiException;
+use Google\ApiCore\BidiStream;
 use Google\ApiCore\CredentialsWrapper;
 use Google\ApiCore\GapicClientTrait;
 use Google\ApiCore\PagedListResponse;
@@ -35,6 +36,10 @@
 use Google\ApiCore\ValidationException;
 use Google\Api\HttpBody;
 use Google\Auth\FetchAuthTokenInterface;
+use Google\Cloud\AIPlatform\V1\DirectPredictRequest;
+use Google\Cloud\AIPlatform\V1\DirectPredictResponse;
+use Google\Cloud\AIPlatform\V1\DirectRawPredictRequest;
+use Google\Cloud\AIPlatform\V1\DirectRawPredictResponse;
 use Google\Cloud\AIPlatform\V1\ExplainRequest;
 use Google\Cloud\AIPlatform\V1\ExplainResponse;
 use Google\Cloud\AIPlatform\V1\PredictRequest;
@@ -68,6 +73,8 @@
  *
  * @experimental
  *
+ * @method PromiseInterface directPredictAsync(DirectPredictRequest $request, array $optionalArgs = [])
+ * @method PromiseInterface directRawPredictAsync(DirectRawPredictRequest $request, array $optionalArgs = [])
  * @method PromiseInterface explainAsync(ExplainRequest $request, array $optionalArgs = [])
  * @method PromiseInterface predictAsync(PredictRequest $request, array $optionalArgs = [])
  * @method PromiseInterface rawPredictAsync(RawPredictRequest $request, array $optionalArgs = [])
@@ -274,6 +281,59 @@ public function __call($method, $args)
         return call_user_func_array([$this, 'startAsyncCall'], $args);
     }
 
+    /**
+     * Perform an unary online prediction request for Vertex first-party products
+     * and frameworks.
+     *
+     * The async variant is {@see PredictionServiceClient::directPredictAsync()} .
+     *
+     * @example samples/V1/PredictionServiceClient/direct_predict.php
+     *
+     * @param DirectPredictRequest $request     A request to house fields associated with the call.
+     * @param array                $callOptions {
+     *     Optional.
+     *
+     *     @type RetrySettings|array $retrySettings
+     *           Retry settings to use for this call. Can be a {@see RetrySettings} object, or an
+     *           associative array of retry settings parameters. See the documentation on
+     *           {@see RetrySettings} for example usage.
+     * }
+     *
+     * @return DirectPredictResponse
+     *
+     * @throws ApiException Thrown if the API call fails.
+     */
+    public function directPredict(DirectPredictRequest $request, array $callOptions = []): DirectPredictResponse
+    {
+        return $this->startApiCall('DirectPredict', $request, $callOptions)->wait();
+    }
+
+    /**
+     * Perform an online prediction request through gRPC.
+     *
+     * The async variant is {@see PredictionServiceClient::directRawPredictAsync()} .
+     *
+     * @example samples/V1/PredictionServiceClient/direct_raw_predict.php
+     *
+     * @param DirectRawPredictRequest $request     A request to house fields associated with the call.
+     * @param array                   $callOptions {
+     *     Optional.
+     *
+     *     @type RetrySettings|array $retrySettings
+     *           Retry settings to use for this call. Can be a {@see RetrySettings} object, or an
+     *           associative array of retry settings parameters. See the documentation on
+     *           {@see RetrySettings} for example usage.
+     * }
+     *
+     * @return DirectRawPredictResponse
+     *
+     * @throws ApiException Thrown if the API call fails.
+     */
+    public function directRawPredict(DirectRawPredictRequest $request, array $callOptions = []): DirectRawPredictResponse
+    {
+        return $this->startApiCall('DirectRawPredict', $request, $callOptions)->wait();
+    }
+
     /**
      * Perform an online explanation.
      *
@@ -395,6 +455,49 @@ public function serverStreamingPredict(StreamingPredictRequest $request, array $
         return $this->startApiCall('ServerStreamingPredict', $request, $callOptions);
     }
 
+    /**
+     * Perform a streaming online prediction request for Vertex first-party
+     * products and frameworks.
+     *
+     * @example samples/V1/PredictionServiceClient/streaming_predict.php
+     *
+     * @param array $callOptions {
+     *     Optional.
+     *
+     *     @type int $timeoutMillis
+     *           Timeout to use for this call.
+     * }
+     *
+     * @return BidiStream
+     *
+     * @throws ApiException Thrown if the API call fails.
+     */
+    public function streamingPredict(array $callOptions = []): BidiStream
+    {
+        return $this->startApiCall('StreamingPredict', null, $callOptions);
+    }
+
+    /**
+     * Perform a streaming online prediction request through gRPC.
+     *
+     * @example samples/V1/PredictionServiceClient/streaming_raw_predict.php
+     *
+     * @param array $callOptions {
+     *     Optional.
+     *
+     *     @type int $timeoutMillis
+     *           Timeout to use for this call.
+     * }
+     *
+     * @return BidiStream
+     *
+     * @throws ApiException Thrown if the API call fails.
+     */
+    public function streamingRawPredict(array $callOptions = []): BidiStream
+    {
+        return $this->startApiCall('StreamingRawPredict', null, $callOptions);
+    }
+
     /**
      * Gets information about a location.
      *