[BEAM-14038] Auto-startup for Python expansion service. (apache#17035)

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sdks/java/extensions/python/build.gradle

@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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
+ *
+ *     http://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.
+ */
+
+plugins { id 'org.apache.beam.module' }
+applyJavaNature( automaticModuleName: 'org.apache.beam.sdk.extensions.python')
+
+description = "Apache Beam :: SDKs :: Java :: Extensions :: Python"
+
+dependencies {
+    implementation library.java.vendored_guava_26_0_jre
+    implementation library.java.vendored_grpc_1_43_2
+    implementation library.java.slf4j_api
+    implementation project(path: ":model:pipeline", configuration: "shadow")
+    implementation project(path: ":runners:core-construction-java")
+    implementation project(path: ":sdks:java:core", configuration: "shadow")
+    testImplementation library.java.junit
+    testImplementation library.java.hamcrest
+    testRuntimeOnly library.java.slf4j_simple
+}

sdks/java/extensions/python/src/main/java/org/apache/beam/sdk/extensions/python/ExternalPythonTransform.java

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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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
+ *
+ *     http://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 org.apache.beam.sdk.extensions.python;
+
+import java.util.Set;
+import java.util.UUID;
+import org.apache.beam.model.pipeline.v1.ExternalTransforms;
+import org.apache.beam.runners.core.construction.External;
+import org.apache.beam.sdk.coders.RowCoder;
+import org.apache.beam.sdk.schemas.Schema;
+import org.apache.beam.sdk.schemas.SchemaTranslation;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.util.CoderUtils;
+import org.apache.beam.sdk.values.PBegin;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PCollectionTuple;
+import org.apache.beam.sdk.values.PInput;
+import org.apache.beam.sdk.values.POutput;
+import org.apache.beam.sdk.values.Row;
+import org.apache.beam.sdk.values.TupleTag;
+import org.apache.beam.vendor.grpc.v1p43p2.com.google.protobuf.ByteString;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Iterables;
+
+/** Wrapper for invoking external Python transforms. */
+public class ExternalPythonTransform<InputT extends PInput, OutputT extends POutput>
+    extends PTransform<InputT, OutputT> {
+  private final String fullyQualifiedName;
+  private final Row args;
+  private final Row kwargs;
+
+  public ExternalPythonTransform(String fullyQualifiedName, Row args, Row kwargs) {
+    this.fullyQualifiedName = fullyQualifiedName;
+    this.args = args;
+    this.kwargs = kwargs;
+  }
+
+  @Override
+  public OutputT expand(InputT input) {
+    int port;
+    try {
+      port = PythonService.findAvailablePort();
+      PythonService service =
+          new PythonService(
+              "apache_beam.runners.portability.expansion_service_main",
+              "--port",
+              "" + port,
+              "--fully_qualified_name_glob",
+              "*");
+      Schema payloadSchema =
+          Schema.of(
+              Schema.Field.of("constructor", Schema.FieldType.STRING),
+              Schema.Field.of("args", Schema.FieldType.row(args.getSchema())),
+              Schema.Field.of("kwargs", Schema.FieldType.row(kwargs.getSchema())));
+      payloadSchema.setUUID(UUID.randomUUID());
+      Row payloadRow =
+          Row.withSchema(payloadSchema).addValues(fullyQualifiedName, args, kwargs).build();
+      ExternalTransforms.ExternalConfigurationPayload payload =
+          ExternalTransforms.ExternalConfigurationPayload.newBuilder()
+              .setSchema(SchemaTranslation.schemaToProto(payloadSchema, true))
+              .setPayload(
+                  ByteString.copyFrom(
+                      CoderUtils.encodeToByteArray(RowCoder.of(payloadSchema), payloadRow)))
+              .build();
+      try (AutoCloseable p = service.start()) {
+        PythonService.waitForPort("localhost", port, 15000);
+        PTransform<PInput, PCollectionTuple> transform =
+            External.<PInput, Object>of(
+                    "beam:transforms:python:fully_qualified_named",
+                    payload.toByteArray(),
+                    "localhost:" + port)
+                .withMultiOutputs();
+        PCollectionTuple outputs;
+        if (input instanceof PCollection) {
+          outputs = ((PCollection<?>) input).apply(transform);
+        } else if (input instanceof PCollectionTuple) {
+          outputs = ((PCollectionTuple) input).apply(transform);
+        } else if (input instanceof PBegin) {
+          outputs = ((PBegin) input).apply(transform);
+        } else {
+          throw new RuntimeException("Unhandled input type " + input.getClass());
+        }
+        Set<TupleTag<?>> tags = outputs.getAll().keySet();
+        if (tags.size() == 1) {
+          return (OutputT) outputs.get(Iterables.getOnlyElement(tags));
+        } else {
+          return (OutputT) outputs;
+        }
+      }
+    } catch (RuntimeException exn) {
+      throw exn;
+    } catch (Exception exn) {
+      throw new RuntimeException(exn);
+    }
+  }
+}

sdks/java/extensions/python/src/main/java/org/apache/beam/sdk/extensions/python/PythonService.java

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+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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
+ *
+ *     http://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 org.apache.beam.sdk.extensions.python;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.net.ServerSocket;
+import java.net.Socket;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.concurrent.TimeoutException;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Charsets;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.io.ByteStreams;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** Utility to bootstrap and start a Beam Python service. */
+public class PythonService {
+  private static final Logger LOG = LoggerFactory.getLogger(PythonService.class);
+
+  private final String module;
+  private final List<String> args;
+
+  public PythonService(String module, List<String> args) {
+    this.module = module;
+    this.args = args;
+  }
+
+  public PythonService(String module, String... args) {
+    this(module, Arrays.asList(args));
+  }
+
+  @SuppressWarnings("argument.type.incompatible")
+  public AutoCloseable start() throws IOException, InterruptedException {
+    File bootstrapScript = File.createTempFile("bootstrap_beam_venv", ".py");
+    bootstrapScript.deleteOnExit();
+    try (FileOutputStream fout = new FileOutputStream(bootstrapScript.getAbsolutePath())) {
+      ByteStreams.copy(getClass().getResourceAsStream("bootstrap_beam_venv.py"), fout);
+    }
+    List<String> bootstrapCommand = ImmutableList.of("python", bootstrapScript.getAbsolutePath());
+    LOG.info("Running bootstrap command " + bootstrapCommand);
+    Process bootstrap =
+        new ProcessBuilder("python", bootstrapScript.getAbsolutePath())
+            .redirectError(ProcessBuilder.Redirect.INHERIT)
+            .start();
+    bootstrap.getOutputStream().close();
+    BufferedReader reader =
+        new BufferedReader(new InputStreamReader(bootstrap.getInputStream(), Charsets.UTF_8));
+    String lastLine = reader.readLine();
+    String lastNonEmptyLine = lastLine;
+    while (lastLine != null) {
+      LOG.info(lastLine);
+      if (lastLine.length() > 0) {
+        lastNonEmptyLine = lastLine;
+      }
+      lastLine = reader.readLine();
+    }
+    reader.close(); // Make SpotBugs happy.
+    int result = bootstrap.waitFor();
+    if (result != 0) {
+      throw new RuntimeException(
+          "Python boostrap failed with error " + result + ", " + lastNonEmptyLine);
+    }
+    String pythonExecutable = lastNonEmptyLine;
+    List<String> command = new ArrayList<>();
+    command.add(pythonExecutable);
+    command.add("-m");
+    command.add(module);
+    command.addAll(args);
+    LOG.info("Starting python service with arguments " + command);
+    Process p =
+        new ProcessBuilder(command)
+            .redirectError(ProcessBuilder.Redirect.INHERIT)
+            .redirectOutput(ProcessBuilder.Redirect.INHERIT)
+            .start();
+    return p::destroy;
+  }
+
+  public static int findAvailablePort() throws IOException {
+    ServerSocket s = new ServerSocket(0);
+    try {
+      return s.getLocalPort();
+    } finally {
+      s.close();
+      try {
+        // Some systems don't free the port for future use immediately.
+        Thread.sleep(100);
+      } catch (InterruptedException exn) {
+        // ignore
+      }
+    }
+  }
+
+  public static void waitForPort(String host, int port, int timeoutMs)
+      throws TimeoutException, InterruptedException {
+    long start = System.currentTimeMillis();
+    long duration = 10;
+    while (System.currentTimeMillis() - start < timeoutMs) {
+      try {
+        new Socket(host, port).close();
+        return;
+      } catch (IOException exn) {
+        Thread.sleep(duration);
+        duration = (long) (duration * 1.2);
+      }
+    }
+    throw new TimeoutException(
+        "Timeout waiting for Python service startup after "
+            + (System.currentTimeMillis() - start)
+            + " seconds.");
+  }
+}

sdks/java/extensions/python/src/main/java/org/apache/beam/sdk/extensions/python/package-info.java

@@ -0,0 +1,20 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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
+ *
+ *     http://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.
+ */
+
+/** Extensions for invoking Python transforms from the Beam Java SDK. */
+package org.apache.beam.sdk.extensions.python;