johnjcasey commented on code in PR #27681:
URL: https://github.com/apache/beam/pull/27681#discussion_r1287549221


##########
sdks/java/io/google-ads/src/main/java/org/apache/beam/sdk/io/googleads/GoogleAdsV14.java:
##########
@@ -0,0 +1,647 @@
+/*
+ * 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.googleads;
+
+import static org.apache.beam.sdk.util.Preconditions.checkArgumentNotNull;
+import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull;
+import static 
org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument;
+
+import com.google.ads.googleads.lib.GoogleAdsClient;
+import com.google.ads.googleads.v14.errors.GoogleAdsError;
+import com.google.ads.googleads.v14.errors.GoogleAdsException;
+import com.google.ads.googleads.v14.errors.GoogleAdsFailure;
+import com.google.ads.googleads.v14.errors.InternalErrorEnum;
+import com.google.ads.googleads.v14.errors.QuotaErrorEnum;
+import com.google.ads.googleads.v14.services.GoogleAdsRow;
+import com.google.ads.googleads.v14.services.GoogleAdsServiceClient;
+import com.google.ads.googleads.v14.services.SearchGoogleAdsStreamRequest;
+import com.google.ads.googleads.v14.services.SearchGoogleAdsStreamResponse;
+import com.google.auto.value.AutoValue;
+import com.google.protobuf.Message;
+import com.google.protobuf.util.Durations;
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.List;
+import java.util.Optional;
+import org.apache.beam.sdk.options.PipelineOptions;
+import org.apache.beam.sdk.transforms.Create;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.DoFn.ProcessContext;
+import org.apache.beam.sdk.transforms.DoFn.ProcessElement;
+import org.apache.beam.sdk.transforms.DoFn.Setup;
+import org.apache.beam.sdk.transforms.DoFn.Teardown;
+import org.apache.beam.sdk.transforms.MapElements;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.display.DisplayData;
+import org.apache.beam.sdk.util.BackOff;
+import org.apache.beam.sdk.util.BackOffUtils;
+import org.apache.beam.sdk.util.FluentBackoff;
+import org.apache.beam.sdk.util.Sleeper;
+import org.apache.beam.sdk.values.PBegin;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.TypeDescriptor;
+import 
org.apache.beam.vendor.guava.v26_0_jre.com.google.common.annotations.VisibleForTesting;
+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.util.concurrent.RateLimiter;
+import org.checkerframework.checker.nullness.qual.Nullable;
+import org.joda.time.Duration;
+
+/**
+ * {@link GoogleAdsV14} provides an API to read Google Ads API v14 reports.
+ *
+ * <p>The Google Ads API does not use service account credentials in the same 
way as Google Cloud
+ * Platform APIs do. Service account credentials are typically only used to 
delegate (using
+ * domain-wide delegation) access through end user accounts. Providing 
credentials using the OAuth2
+ * desktop flow may be preferable over domain wide delegation. Defaults for 
OAuth 2.0 credentials,
+ * refresh token and developer token can be provided using the following flags:
+ *
+ * <pre>
+ *   --googleAdsClientId=your-client-id
+ *   --googleAdsClientSecret=your-client-secret
+ *   --googleAdsRefreshToken=your-refresh-token
+ *   --googleAdsDeveloperToken=your-developer-token
+ * </pre>
+ *
+ * <p>Use {@link GoogleAdsV14#read()} to read a bounded {@link PCollection} of 
{@link GoogleAdsRow}
+ * from a query using {@link Read#withQuery(String)} and one or a few customer 
IDs using either
+ * {@link Read#withCustomerId(Long)} or {@link Read#withCustomerIds(List)}. 
Alternatively, use
+ * {@link GoogleAdsV14#readAll()} to read either a bounded or unbounded {@link 
PCollection} of
+ * {@link GoogleAdsRow} from a {@link PCollection} of {@link 
SearchGoogleAdsStreamRequest}.
+ *
+ * <p>For example, using {@link GoogleAdsV14#read()}:
+ *
+ * <pre>{@code
+ * Pipeline p = Pipeline.create();
+ * PCollection<GoogleAdsRow> rows =
+ *     p.apply(
+ *         GoogleAdsIO.v14()
+ *             .read()
+ *             .withCustomerId(1234567890l)
+ *             .withQuery(
+ *                 "SELECT"
+ *                     + "campaign.id,"
+ *                     + "campaign.name,"
+ *                     + "campaign.status"
+ *                     + "FROM campaign"));
+ * p.run();
+ * }</pre>
+ *
+ * <p>Alternatively, using {@link GoogleAdsV14#readAll()} to execute requests 
from a {@link
+ * PCollection} of {@link SearchGoogleAdsStreamRequest}:
+ *
+ * <pre>{@code
+ * Pipeline p = Pipeline.create();
+ * PCollection<SearchGoogleAdsStreamRequest> requests =
+ *     p.apply(
+ *         Create.of(
+ *             ImmutableList.of(
+ *                 SearchGoogleAdsStreamRequest.newBuilder()
+ *                     .setCustomerId(Long.toString(1234567890l))
+ *                     .setQuery(
+ *                         "SELECT"
+ *                             + "campaign.id,"
+ *                             + "campaign.name,"
+ *                             + "campaign.status"
+ *                             + "FROM campaign")
+ *                     .build())));
+ * PCollection<GoogleAdsRow> rows = 
requests.apply(GoogleAdsIO.v14().readAll());
+ * p.run();
+ * }</pre>
+ *
+ * <h2>Client-side rate limiting</h2>
+ *
+ * On construction of a {@link GoogleAdsV14#read()} or {@link 
GoogleAdsV14#readAll()} transform a
+ * default rate limiting policy is provided to stay well under the rate limit 
for the Google Ads
+ * API, but this limit is only local to a single worker and operates without 
any knowledge of other
+ * applications using the same developer token for any customer ID. The Google 
Ads API enforces
+ * global limits from the developer token down to the customer ID and it is 
recommended to host a
+ * shared rate limiting service to coordinate traffic to the Google Ads API 
across all applications
+ * using the same developer token. Users of these transforms are strongly 
advised to implement their
+ * own {@link RateLimitPolicy} and {@link RateLimitPolicyFactory} to interact 
with a shared rate
+ * limiting service for any production workloads.
+ *
+ * @see GoogleAdsIO#v14()
+ * @see GoogleAdsOptions
+ * @see <a 
href="https://developers.google.com/google-ads/api/docs/best-practices/overview";>Best
+ *     Practices in the Google Ads documentation</a>
+ */
+public class GoogleAdsV14 {

Review Comment:
   That makes sense to me. It isn't ideal within the beam model, but it makes 
sense for this case



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