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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2021/03/08 21:03:25 UTC

[GitHub] [beam] reuvenlax commented on a change in pull request #11767: [BEAM-11648] BigQuery Storage API sink

reuvenlax commented on a change in pull request #11767:
URL: https://github.com/apache/beam/pull/11767#discussion_r589746251



##########
File path: sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiFinalizeWritesDoFn.java
##########
@@ -0,0 +1,147 @@
+/*
+ * 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.io.gcp.bigquery;
+
+import com.google.cloud.bigquery.storage.v1beta2.BatchCommitWriteStreamsResponse;
+import com.google.cloud.bigquery.storage.v1beta2.FinalizeWriteStreamResponse;
+import java.io.IOException;
+import java.util.Collection;
+import java.util.Map;
+import javax.annotation.Nullable;
+import org.apache.beam.sdk.io.gcp.bigquery.BigQueryServices.DatasetService;
+import org.apache.beam.sdk.io.gcp.bigquery.RetryManager.Operation.Context;
+import org.apache.beam.sdk.io.gcp.bigquery.RetryManager.RetryType;
+import org.apache.beam.sdk.metrics.Counter;
+import org.apache.beam.sdk.metrics.Metrics;
+import org.apache.beam.sdk.options.PipelineOptions;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.values.KV;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Iterables;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Lists;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Maps;
+import org.joda.time.Duration;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/** This DoFn finalizes and commits Storage API streams. */
+class StorageApiFinalizeWritesDoFn extends DoFn<KV<String, String>, Void> {
+  private static final Logger LOG = LoggerFactory.getLogger(StorageApiFinalizeWritesDoFn.class);
+
+  private final Counter finalizeOperationsSent =
+      Metrics.counter(StorageApiFinalizeWritesDoFn.class, "finalizeOperationsSent");
+  private final Counter finalizeOperationsSucceeded =
+      Metrics.counter(StorageApiFinalizeWritesDoFn.class, "finalizeOperationsSucceeded");
+  private final Counter finalizeOperationsFailed =
+      Metrics.counter(StorageApiFinalizeWritesDoFn.class, "finalizeOperationsFailed");
+  private final Counter batchCommitOperationsSent =
+      Metrics.counter(StorageApiFinalizeWritesDoFn.class, "batchCommitOperationsSent");
+  private final Counter batchCommitOperationsSucceeded =
+      Metrics.counter(StorageApiFinalizeWritesDoFn.class, "batchCommitOperationsSucceeded");
+  private final Counter batchCommitOperationsFailed =
+      Metrics.counter(StorageApiFinalizeWritesDoFn.class, "batchCommitOperationsFailed");
+
+  private Map<String, Collection<String>> commitStreams;
+  private final BigQueryServices bqServices;
+  @Nullable private DatasetService datasetService;
+
+  public StorageApiFinalizeWritesDoFn(BigQueryServices bqServices) {
+    this.bqServices = bqServices;
+    this.commitStreams = Maps.newHashMap();
+    this.datasetService = null;
+  }
+
+  private DatasetService getDatasetService(PipelineOptions pipelineOptions) throws IOException {
+    if (datasetService == null) {
+      datasetService = bqServices.getDatasetService(pipelineOptions.as(BigQueryOptions.class));
+    }
+    return datasetService;
+  }
+
+  @StartBundle
+  public void startBundle() throws IOException {
+    commitStreams = Maps.newHashMap();
+  }
+
+  @ProcessElement
+  @SuppressWarnings({"nullness"})
+  public void process(PipelineOptions pipelineOptions, @Element KV<String, String> element)
+      throws Exception {
+    String tableId = element.getKey();
+    String streamId = element.getValue();
+    DatasetService datasetService = getDatasetService(pipelineOptions);
+
+    RetryManager<FinalizeWriteStreamResponse, Context<FinalizeWriteStreamResponse>> retryManager =
+        new RetryManager<>(Duration.standardSeconds(1), Duration.standardMinutes(1), 3);
+    retryManager.addOperation(
+        c -> {
+          finalizeOperationsSent.inc();
+          return datasetService.finalizeWriteStream(streamId);
+        },
+        contexts -> {
+          LOG.error(
+              "Finalize of stream "
+                  + streamId
+                  + " failed with "
+                  + Iterables.getFirst(contexts, null).getError());
+          finalizeOperationsFailed.inc();
+          return RetryType.RETRY_ALL_OPERATIONS;
+        },
+        c -> {
+          LOG.info("Finalize of stream " + streamId + " finished with " + c.getResult());
+          finalizeOperationsSucceeded.inc();
+          commitStreams.computeIfAbsent(tableId, d -> Lists.newArrayList()).add(streamId);
+        },
+        new Context<>());
+    retryManager.run(true);
+  }
+
+  @FinishBundle
+  @SuppressWarnings({"nullness"})
+  public void finishBundle(PipelineOptions pipelineOptions) throws Exception {
+    DatasetService datasetService = getDatasetService(pipelineOptions);
+    for (Map.Entry<String, Collection<String>> entry : commitStreams.entrySet()) {
+      final String tableId = entry.getKey();
+      final Collection<String> streamNames = entry.getValue();
+      RetryManager<BatchCommitWriteStreamsResponse, Context<BatchCommitWriteStreamsResponse>>
+          retryManager =
+              new RetryManager<>(Duration.standardSeconds(1), Duration.standardMinutes(1), 3);
+      retryManager.addOperation(
+          c -> {
+            batchCommitOperationsSent.inc();

Review comment:
       Is there a reason for this? Sounds like an error-prone API, as most users will assume that a success response means success (usual ROT for RPCS - success means success. failure means it may have failed or may have succeeded).




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