From e303fada1396923fe9a574f2b3e05cbafa0388d3 Mon Sep 17 00:00:00 2001
From: Kyle Weaver <kcweaver@google.com>
Date: Tue, 1 Feb 2022 16:53:38 -0800
Subject: [PATCH 01/61] [BEAM-13796] projection pushdown in BQ IO

---
 .../beam/sdk/io/gcp/bigquery/BigQueryIO.java  | 28 +++++++++++++--
 .../bigquery/BigQueryIOStorageQueryTest.java  | 34 +++++++++++++++++++
 2 files changed, 60 insertions(+), 2 deletions(-)

diff --git a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java
index f6d433498fde1..b64c99988669a 100644
--- a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java
+++ b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java
@@ -74,7 +74,6 @@
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryHelpers.TableSchemaToJsonSchema;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryHelpers.TableSpecToTableRef;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryHelpers.TimePartitioningToJson;
-import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead.Method;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryResourceNaming.JobType;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryServices.DatasetService;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryServices.JobService;
@@ -91,6 +90,8 @@
 import org.apache.beam.sdk.options.ValueProvider;
 import org.apache.beam.sdk.options.ValueProvider.NestedValueProvider;
 import org.apache.beam.sdk.options.ValueProvider.StaticValueProvider;
+import org.apache.beam.sdk.schemas.FieldAccessDescriptor;
+import org.apache.beam.sdk.schemas.ProjectionProducer;
 import org.apache.beam.sdk.schemas.Schema;
 import org.apache.beam.sdk.transforms.Create;
 import org.apache.beam.sdk.transforms.DoFn;
@@ -117,6 +118,7 @@
 import org.apache.beam.sdk.values.ValueInSingleWindow;
 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.base.MoreObjects;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Predicates;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Strings;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList;
@@ -730,7 +732,8 @@ public Read withTemplateCompatibility() {
 
   /** Implementation of {@link BigQueryIO#read(SerializableFunction)}. */
   @AutoValue
-  public abstract static class TypedRead<T> extends PTransform<PBegin, PCollection<T>> {
+  public abstract static class TypedRead<T> extends PTransform<PBegin, PCollection<T>>
+      implements ProjectionProducer<PTransform<PBegin, PCollection<T>>> {
     /** Determines the method used to read data from BigQuery. */
     public enum Method {
       /** The default behavior if no method is explicitly set. Currently {@link #EXPORT}. */
@@ -1619,6 +1622,27 @@ public TypedRead<T> withTestServices(BigQueryServices testServices) {
     public TypedRead<T> useAvroLogicalTypes() {
       return toBuilder().setUseAvroLogicalTypes(true).build();
     }
+
+    @Override
+    public boolean supportsProjectionPushdown() {
+      return Method.DIRECT_READ.equals(getMethod());
+    }
+
+    @Override
+    public PTransform<PBegin, PCollection<T>> actuateProjectionPushdown(
+        Map<TupleTag<?>, FieldAccessDescriptor> outputFields) {
+      Preconditions.checkArgument(supportsProjectionPushdown());
+      FieldAccessDescriptor fieldAccessDescriptor = outputFields.get(new TupleTag<>("output"));
+      org.apache.beam.sdk.util.Preconditions.checkArgumentNotNull(
+          fieldAccessDescriptor, "Expected pushdown on the main output (tagged 'output')");
+      Preconditions.checkArgument(
+          outputFields.size() == 1,
+          "Expected only to pushdown on the main output (tagged 'output'). Requested tags: %s",
+          outputFields.keySet());
+      ImmutableList<String> fields =
+          ImmutableList.copyOf(fieldAccessDescriptor.fieldNamesAccessed());
+      return withSelectedFields(fields);
+    }
   }
 
   static String getExtractDestinationUri(String extractDestinationDir) {
diff --git a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java
index 86f538a4d0f3b..8dceff25dab1d 100644
--- a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java
+++ b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java
@@ -69,19 +69,28 @@
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead.QueryPriority;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryResourceNaming.JobType;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryServices.StorageClient;
+import org.apache.beam.sdk.io.gcp.bigquery.BigQueryUtils.ConversionOptions;
 import org.apache.beam.sdk.io.gcp.testing.FakeBigQueryServices;
 import org.apache.beam.sdk.io.gcp.testing.FakeBigQueryServices.FakeBigQueryServerStream;
 import org.apache.beam.sdk.io.gcp.testing.FakeDatasetService;
 import org.apache.beam.sdk.io.gcp.testing.FakeJobService;
 import org.apache.beam.sdk.options.ValueProvider;
+import org.apache.beam.sdk.schemas.FieldAccessDescriptor;
+import org.apache.beam.sdk.schemas.SchemaCoder;
 import org.apache.beam.sdk.testing.PAssert;
 import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.sdk.transforms.PTransform;
 import org.apache.beam.sdk.transforms.SerializableFunction;
 import org.apache.beam.sdk.transforms.display.DisplayData;
 import org.apache.beam.sdk.values.KV;
+import org.apache.beam.sdk.values.PBegin;
 import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.Row;
+import org.apache.beam.sdk.values.TupleTag;
 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.collect.ImmutableMap;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Lists;
+import org.hamcrest.Matchers;
 import org.junit.Before;
 import org.junit.Rule;
 import org.junit.Test;
@@ -753,6 +762,31 @@ public void testQuerySourceCreateReader() throws Exception {
     querySource.createReader(options);
   }
 
+  @Test
+  public void testActuateProjectionPushdown() {
+    org.apache.beam.sdk.schemas.Schema schema =
+        org.apache.beam.sdk.schemas.Schema.builder()
+            .addStringField("foo")
+            .addStringField("bar")
+            .build();
+    TypedRead<Row> read =
+        BigQueryIO.read(
+                record ->
+                    BigQueryUtils.toBeamRow(
+                        record.getRecord(), schema, ConversionOptions.builder().build()))
+            .withMethod(Method.DIRECT_READ)
+            .withCoder(SchemaCoder.of(schema));
+
+    assertTrue(read.supportsProjectionPushdown());
+    PTransform<PBegin, PCollection<Row>> pushdownT =
+        read.actuateProjectionPushdown(
+            ImmutableMap.of(new TupleTag<>("output"), FieldAccessDescriptor.withFieldNames("foo")));
+
+    TypedRead<Row> pushdownRead = (TypedRead<Row>) pushdownT;
+    assertEquals(Method.DIRECT_READ, pushdownRead.getMethod());
+    assertThat(pushdownRead.getSelectedFields().get(), Matchers.containsInAnyOrder("foo"));
+  }
+
   @Test
   public void testReadFromBigQueryIO() throws Exception {
     doReadFromBigQueryIO(false);

From 49d376c2c581e1cb2d244247f06eaf260ad77d26 Mon Sep 17 00:00:00 2001
From: egalpin <egalpin@users.noreply.github.com>
Date: Fri, 4 Feb 2022 15:57:52 -0500
Subject: [PATCH 02/61] Use default context output rather than
 outputWithTimestamp for ElasticsearchIO

---
 .../apache/beam/sdk/io/elasticsearch/ElasticsearchIO.java  | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch/ElasticsearchIO.java b/sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch/ElasticsearchIO.java
index 273443a4fdbd8..dc29ac6074b07 100644
--- a/sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch/ElasticsearchIO.java
+++ b/sdks/java/io/elasticsearch/src/main/java/org/apache/beam/sdk/io/elasticsearch/ElasticsearchIO.java
@@ -2359,9 +2359,10 @@ private ProcessContextAdapter(DoFn<T, Document>.ProcessContext context) {
 
         @Override
         public void output(
-            TupleTag<Document> tag, Document document, Instant timestamp, BoundedWindow ignored) {
-          // Note: window is intentionally unused, but required as a param to fit the interface
-          context.outputWithTimestamp(tag, document, timestamp);
+            TupleTag<Document> tag, Document document, Instant ignored1, BoundedWindow ignored2) {
+          // Note: window and timestamp are intentionally unused, but required as params to fit the
+          // interface
+          context.output(tag, document);
         }
       }
 

From faf8c0fdc5ba283a28bc28d88118903929147398 Mon Sep 17 00:00:00 2001
From: Kyle Weaver <kcweaver@google.com>
Date: Thu, 17 Feb 2022 18:03:03 -0800
Subject: [PATCH 03/61] [BEAM-13796] Move test to ReadTest class and correct
 javadoc for QueryTest.

---
 .../bigquery/BigQueryIOStorageQueryTest.java  | 39 ++-----------------
 .../bigquery/BigQueryIOStorageReadTest.java   | 34 ++++++++++++++++
 2 files changed, 38 insertions(+), 35 deletions(-)

diff --git a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java
index 8dceff25dab1d..b23de6b3fc334 100644
--- a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java
+++ b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageQueryTest.java
@@ -69,28 +69,19 @@
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead.QueryPriority;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryResourceNaming.JobType;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryServices.StorageClient;
-import org.apache.beam.sdk.io.gcp.bigquery.BigQueryUtils.ConversionOptions;
 import org.apache.beam.sdk.io.gcp.testing.FakeBigQueryServices;
 import org.apache.beam.sdk.io.gcp.testing.FakeBigQueryServices.FakeBigQueryServerStream;
 import org.apache.beam.sdk.io.gcp.testing.FakeDatasetService;
 import org.apache.beam.sdk.io.gcp.testing.FakeJobService;
 import org.apache.beam.sdk.options.ValueProvider;
-import org.apache.beam.sdk.schemas.FieldAccessDescriptor;
-import org.apache.beam.sdk.schemas.SchemaCoder;
 import org.apache.beam.sdk.testing.PAssert;
 import org.apache.beam.sdk.testing.TestPipeline;
-import org.apache.beam.sdk.transforms.PTransform;
 import org.apache.beam.sdk.transforms.SerializableFunction;
 import org.apache.beam.sdk.transforms.display.DisplayData;
 import org.apache.beam.sdk.values.KV;
-import org.apache.beam.sdk.values.PBegin;
 import org.apache.beam.sdk.values.PCollection;
-import org.apache.beam.sdk.values.Row;
-import org.apache.beam.sdk.values.TupleTag;
 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.collect.ImmutableMap;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Lists;
-import org.hamcrest.Matchers;
 import org.junit.Before;
 import org.junit.Rule;
 import org.junit.Test;
@@ -102,7 +93,10 @@
 import org.junit.runners.JUnit4;
 import org.junit.runners.model.Statement;
 
-/** Tests for {@link BigQueryIO#readTableRows()} using {@link Method#DIRECT_READ}. */
+/**
+ * Tests for {@link BigQueryIO#read(SerializableFunction)} using {@link Method#DIRECT_READ} and
+ * {@link BigQueryIO.TypedRead#fromQuery(String)}.
+ */
 @RunWith(JUnit4.class)
 public class BigQueryIOStorageQueryTest {
 
@@ -762,31 +756,6 @@ public void testQuerySourceCreateReader() throws Exception {
     querySource.createReader(options);
   }
 
-  @Test
-  public void testActuateProjectionPushdown() {
-    org.apache.beam.sdk.schemas.Schema schema =
-        org.apache.beam.sdk.schemas.Schema.builder()
-            .addStringField("foo")
-            .addStringField("bar")
-            .build();
-    TypedRead<Row> read =
-        BigQueryIO.read(
-                record ->
-                    BigQueryUtils.toBeamRow(
-                        record.getRecord(), schema, ConversionOptions.builder().build()))
-            .withMethod(Method.DIRECT_READ)
-            .withCoder(SchemaCoder.of(schema));
-
-    assertTrue(read.supportsProjectionPushdown());
-    PTransform<PBegin, PCollection<Row>> pushdownT =
-        read.actuateProjectionPushdown(
-            ImmutableMap.of(new TupleTag<>("output"), FieldAccessDescriptor.withFieldNames("foo")));
-
-    TypedRead<Row> pushdownRead = (TypedRead<Row>) pushdownT;
-    assertEquals(Method.DIRECT_READ, pushdownRead.getMethod());
-    assertThat(pushdownRead.getSelectedFields().get(), Matchers.containsInAnyOrder("foo"));
-  }
-
   @Test
   public void testReadFromBigQueryIO() throws Exception {
     doReadFromBigQueryIO(false);
diff --git a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java
index fcf335c01b309..0feb586698b4d 100644
--- a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java
+++ b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java
@@ -92,20 +92,29 @@
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead.Method;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryServices.StorageClient;
+import org.apache.beam.sdk.io.gcp.bigquery.BigQueryUtils.ConversionOptions;
 import org.apache.beam.sdk.io.gcp.testing.FakeBigQueryServices;
 import org.apache.beam.sdk.io.gcp.testing.FakeBigQueryServices.FakeBigQueryServerStream;
 import org.apache.beam.sdk.io.gcp.testing.FakeDatasetService;
 import org.apache.beam.sdk.options.PipelineOptions;
 import org.apache.beam.sdk.options.ValueProvider;
 import org.apache.beam.sdk.options.ValueProvider.StaticValueProvider;
+import org.apache.beam.sdk.schemas.FieldAccessDescriptor;
+import org.apache.beam.sdk.schemas.SchemaCoder;
 import org.apache.beam.sdk.testing.PAssert;
 import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.sdk.transforms.PTransform;
 import org.apache.beam.sdk.transforms.SerializableFunction;
 import org.apache.beam.sdk.transforms.display.DisplayData;
 import org.apache.beam.sdk.values.KV;
+import org.apache.beam.sdk.values.PBegin;
 import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.Row;
+import org.apache.beam.sdk.values.TupleTag;
 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.collect.ImmutableMap;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Lists;
+import org.hamcrest.Matchers;
 import org.junit.After;
 import org.junit.Before;
 import org.junit.Rule;
@@ -2064,6 +2073,31 @@ public void testStreamSourceSplitAtFractionFailsWhenParentIsPastSplitPointArrow(
     assertFalse(parent.advance());
   }
 
+  @Test
+  public void testActuateProjectionPushdown() {
+    org.apache.beam.sdk.schemas.Schema schema =
+        org.apache.beam.sdk.schemas.Schema.builder()
+            .addStringField("foo")
+            .addStringField("bar")
+            .build();
+    TypedRead<Row> read =
+        BigQueryIO.read(
+                record ->
+                    BigQueryUtils.toBeamRow(
+                        record.getRecord(), schema, ConversionOptions.builder().build()))
+            .withMethod(Method.DIRECT_READ)
+            .withCoder(SchemaCoder.of(schema));
+
+    assertTrue(read.supportsProjectionPushdown());
+    PTransform<PBegin, PCollection<Row>> pushdownT =
+        read.actuateProjectionPushdown(
+            ImmutableMap.of(new TupleTag<>("output"), FieldAccessDescriptor.withFieldNames("foo")));
+
+    TypedRead<Row> pushdownRead = (TypedRead<Row>) pushdownT;
+    assertEquals(Method.DIRECT_READ, pushdownRead.getMethod());
+    assertThat(pushdownRead.getSelectedFields().get(), Matchers.containsInAnyOrder("foo"));
+  }
+
   private static org.apache.arrow.vector.types.pojo.Field field(
       String name,
       boolean nullable,

From 185c2e3814d353621c5c673201afd4581d52f7c7 Mon Sep 17 00:00:00 2001
From: Kyle Weaver <kcweaver@google.com>
Date: Fri, 18 Feb 2022 14:39:14 -0800
Subject: [PATCH 04/61] [BEAM-13796] Pushdown is not supported on
 TypedRead#fromQuery.

---
 .../beam/sdk/io/gcp/bigquery/BigQueryIO.java  |  4 ++-
 .../bigquery/BigQueryIOStorageReadTest.java   | 26 +++++++++++++++++++
 2 files changed, 29 insertions(+), 1 deletion(-)

diff --git a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java
index b64c99988669a..97a9bfa1595c7 100644
--- a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java
+++ b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.java
@@ -1625,7 +1625,9 @@ public TypedRead<T> useAvroLogicalTypes() {
 
     @Override
     public boolean supportsProjectionPushdown() {
-      return Method.DIRECT_READ.equals(getMethod());
+      // We can't do projection pushdown when a query is set. The query may project certain fields
+      // itself, and we can't know without parsing the query.
+      return Method.DIRECT_READ.equals(getMethod()) && getQuery() == null;
     }
 
     @Override
diff --git a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java
index 0feb586698b4d..8f8ab867a9101 100644
--- a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java
+++ b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIOStorageReadTest.java
@@ -25,6 +25,7 @@
 import static org.junit.Assert.assertFalse;
 import static org.junit.Assert.assertNotNull;
 import static org.junit.Assert.assertNull;
+import static org.junit.Assert.assertThrows;
 import static org.junit.Assert.assertTrue;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.times;
@@ -2098,6 +2099,31 @@ record ->
     assertThat(pushdownRead.getSelectedFields().get(), Matchers.containsInAnyOrder("foo"));
   }
 
+  @Test
+  public void testReadFromQueryDoesNotSupportProjectionPushdown() {
+    org.apache.beam.sdk.schemas.Schema schema =
+        org.apache.beam.sdk.schemas.Schema.builder()
+            .addStringField("foo")
+            .addStringField("bar")
+            .build();
+    TypedRead<Row> read =
+        BigQueryIO.read(
+                record ->
+                    BigQueryUtils.toBeamRow(
+                        record.getRecord(), schema, ConversionOptions.builder().build()))
+            .fromQuery("SELECT bar FROM `dataset.table`")
+            .withMethod(Method.DIRECT_READ)
+            .withCoder(SchemaCoder.of(schema));
+
+    assertFalse(read.supportsProjectionPushdown());
+    assertThrows(
+        IllegalArgumentException.class,
+        () ->
+            read.actuateProjectionPushdown(
+                ImmutableMap.of(
+                    new TupleTag<>("output"), FieldAccessDescriptor.withFieldNames("foo"))));
+  }
+
   private static org.apache.arrow.vector.types.pojo.Field field(
       String name,
       boolean nullable,

From c975031b1babef3b54156458b34a7294ddfa261c Mon Sep 17 00:00:00 2001
From: Benjamin Gonzalez <74670721+benWize@users.noreply.github.com>
Date: Fri, 18 Feb 2022 16:42:06 -0600
Subject: [PATCH 05/61] [BEAM-12572] Fix failing python examples tests in
 Dataflow runner (#16853)

---
 .../examples/complete/autocomplete_it_test.py | 116 +++++++++++++++++
 .../examples/complete/autocomplete_test.py    |  58 ---------
 .../examples/complete/estimate_pi_it_test.py  |  68 ++++++++++
 .../examples/complete/estimate_pi_test.py     |  21 ----
 .../top_wikipedia_sessions_it_test.py         | 118 ++++++++++++++++++
 .../complete/top_wikipedia_sessions_test.py   |  33 -----
 .../examples/cookbook/coders_it_test.py       | 104 +++++++++++++++
 .../examples/cookbook/coders_test.py          |  47 -------
 sdks/python/pytest.ini                        |   1 +
 .../python/test-suites/dataflow/common.gradle |   4 +-
 10 files changed, 409 insertions(+), 161 deletions(-)
 create mode 100644 sdks/python/apache_beam/examples/complete/autocomplete_it_test.py
 create mode 100644 sdks/python/apache_beam/examples/complete/estimate_pi_it_test.py
 create mode 100644 sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_it_test.py
 create mode 100644 sdks/python/apache_beam/examples/cookbook/coders_it_test.py

diff --git a/sdks/python/apache_beam/examples/complete/autocomplete_it_test.py b/sdks/python/apache_beam/examples/complete/autocomplete_it_test.py
new file mode 100644
index 0000000000000..28312b7303b2a
--- /dev/null
+++ b/sdks/python/apache_beam/examples/complete/autocomplete_it_test.py
@@ -0,0 +1,116 @@
+#
+# 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.
+#
+
+"""End-to-end test for Autocomplete example."""
+# pytype: skip-file
+
+import logging
+import re
+import unittest
+import uuid
+
+import pytest
+
+from apache_beam.examples.complete import autocomplete
+from apache_beam.testing.test_pipeline import TestPipeline
+
+# Protect against environments where gcsio library is not available.
+try:
+  from apache_beam.io.gcp import gcsio
+except ImportError:
+  gcsio = None
+
+
+def read_gcs_output_file(file_pattern):
+  gcs = gcsio.GcsIO()
+  file_names = gcs.list_prefix(file_pattern).keys()
+  output = []
+  for file_name in file_names:
+    output.append(gcs.open(file_name).read().decode('utf-8').strip())
+  return '\n'.join(output)
+
+
+def create_content_input_file(path, contents):
+  logging.info('Creating file: %s', path)
+  gcs = gcsio.GcsIO()
+  with gcs.open(path, 'w') as f:
+    f.write(str.encode(contents, 'utf-8'))
+
+
+def format_output_file(output_string):
+  def extract_prefix_topk_words_tuples(line):
+    match = re.match(r'(.*): \[(.*)\]', line)
+    prefix = match.group(1)
+    topK_words_string = extract_top_k_words_tuples(match.group(2))
+    return prefix, topK_words_string
+
+  def extract_top_k_words_tuples(top_k_words_string):
+    top_k_list = top_k_words_string.split("), (")
+    return tuple(
+        map(
+            lambda top_k_string: tuple(format_top_k_tuples(top_k_string)),
+            top_k_list))
+
+  def format_top_k_tuples(top_k_string):
+    (frequency, words) = top_k_string.replace('(', '').replace(')', '').replace(
+        '\"', '').replace('\'', '').replace(' ', '').split(',')
+    return int(frequency), words
+
+  return list(
+      map(
+          lambda line: extract_prefix_topk_words_tuples(line),
+          output_string.split('\n')))
+
+
+class AutocompleteIT(unittest.TestCase):
+  WORDS = ['this', 'this', 'that', 'to', 'to', 'to']
+  EXPECTED_PREFIXES = [
+      ('t', ((3, 'to'), (2, 'this'), (1, 'that'))),
+      ('to', ((3, 'to'), )),
+      ('th', ((2, 'this'), (1, 'that'))),
+      ('thi', ((2, 'this'), )),
+      ('this', ((2, 'this'), )),
+      ('tha', ((1, 'that'), )),
+      ('that', ((1, 'that'), )),
+  ]
+
+  @pytest.mark.no_xdist
+  @pytest.mark.examples_postcommit
+  def test_autocomplete_output_files_on_small_input(self):
+    test_pipeline = TestPipeline(is_integration_test=True)
+    # Setup the files with expected content.
+    OUTPUT_FILE_DIR = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+    output = '/'.join([OUTPUT_FILE_DIR, str(uuid.uuid4()), 'result'])
+    INPUT_FILE_DIR = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/input'
+    input = '/'.join([INPUT_FILE_DIR, str(uuid.uuid4()), 'input.txt'])
+    create_content_input_file(input, ' '.join(self.WORDS))
+    extra_opts = {'input': input, 'output': output}
+
+    autocomplete.run(test_pipeline.get_full_options_as_args(**extra_opts))
+
+    # Load result file and compare.
+    result = read_gcs_output_file(output).strip()
+
+    self.assertEqual(
+        sorted(self.EXPECTED_PREFIXES), sorted(format_output_file(result)))
+
+
+if __name__ == '__main__':
+  logging.getLogger().setLevel(logging.INFO)
+  unittest.main()
diff --git a/sdks/python/apache_beam/examples/complete/autocomplete_test.py b/sdks/python/apache_beam/examples/complete/autocomplete_test.py
index 4a0a2fc180239..8b941f38a6490 100644
--- a/sdks/python/apache_beam/examples/complete/autocomplete_test.py
+++ b/sdks/python/apache_beam/examples/complete/autocomplete_test.py
@@ -19,10 +19,6 @@
 
 # pytype: skip-file
 
-import logging
-import os
-import re
-import tempfile
 import unittest
 
 import pytest
@@ -33,38 +29,6 @@
 from apache_beam.testing.test_utils import compute_hash
 from apache_beam.testing.util import assert_that
 from apache_beam.testing.util import equal_to
-from apache_beam.testing.util import open_shards
-
-
-def format_output_file(output_string):
-  def extract_prefix_topk_words_tuples(line):
-    match = re.match(r'(.*): \[(.*)\]', line)
-    prefix = match.group(1)
-    topK_words_string = extract_top_k_words_tuples(match.group(2))
-    return prefix, topK_words_string
-
-  def extract_top_k_words_tuples(top_k_words_string):
-    top_k_list = top_k_words_string.split("), (")
-    return tuple(
-        map(
-            lambda top_k_string: tuple(format_top_k_tuples(top_k_string)),
-            top_k_list))
-
-  def format_top_k_tuples(top_k_string):
-    (frequency, words) = top_k_string.replace('(', '').replace(')', '').replace(
-        '\"', '').replace('\'', '').replace(' ', '').split(',')
-    return int(frequency), words
-
-  return list(
-      map(
-          lambda line: extract_prefix_topk_words_tuples(line),
-          output_string.split('\n')))
-
-
-def create_content_input_file(path, contents):
-  logging.info('Creating temp file: %s', path)
-  with open(path, 'w') as f:
-    f.write(contents)
 
 
 class AutocompleteTest(unittest.TestCase):
@@ -105,28 +69,6 @@ def test_autocomplete_it(self):
 
       assert_that(checksum, equal_to([self.KINGLEAR_HASH_SUM]))
 
-  @pytest.mark.no_xdist
-  @pytest.mark.examples_postcommit
-  def test_autocomplete_output_files_on_small_input(self):
-    test_pipeline = TestPipeline(is_integration_test=True)
-    # Setup the files with expected content.
-    temp_folder = tempfile.mkdtemp()
-    create_content_input_file(
-        os.path.join(temp_folder, 'input.txt'), ' '.join(self.WORDS))
-    extra_opts = {
-        'input': '%s/input.txt' % temp_folder,
-        'output': os.path.join(temp_folder, 'result')
-    }
-
-    autocomplete.run(test_pipeline.get_full_options_as_args(**extra_opts))
-
-    # Load result file and compare.
-    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
-      result = result_file.read().strip()
-
-    self.assertEqual(
-        sorted(self.EXPECTED_PREFIXES), sorted(format_output_file(result)))
-
 
 if __name__ == '__main__':
   unittest.main()
diff --git a/sdks/python/apache_beam/examples/complete/estimate_pi_it_test.py b/sdks/python/apache_beam/examples/complete/estimate_pi_it_test.py
new file mode 100644
index 0000000000000..cda92e5da4cb2
--- /dev/null
+++ b/sdks/python/apache_beam/examples/complete/estimate_pi_it_test.py
@@ -0,0 +1,68 @@
+#
+# 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.
+#
+
+"""End-to-end test for Estimate Pi example."""
+# pytype: skip-file
+
+import json
+import logging
+import unittest
+import uuid
+
+import pytest
+
+from apache_beam.examples.complete import estimate_pi
+from apache_beam.testing.test_pipeline import TestPipeline
+
+# Protect against environments where gcsio library is not available.
+try:
+  from apache_beam.io.gcp import gcsio
+except ImportError:
+  gcsio = None
+
+
+def read_gcs_output_file(file_pattern):
+  gcs = gcsio.GcsIO()
+  file_names = gcs.list_prefix(file_pattern).keys()
+  output = []
+  for file_name in file_names:
+    output.append(gcs.open(file_name).read().decode('utf-8'))
+  return '\n'.join(output)
+
+
+class EstimatePiIT(unittest.TestCase):
+  @pytest.mark.no_xdist
+  @pytest.mark.examples_postcommit
+  def test_estimate_pi_output_file(self):
+    test_pipeline = TestPipeline(is_integration_test=True)
+    OUTPUT_FILE = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+    output = '/'.join([OUTPUT_FILE, str(uuid.uuid4()), 'result'])
+    extra_opts = {'output': output}
+    estimate_pi.run(test_pipeline.get_full_options_as_args(**extra_opts))
+    # Load result file and compare.
+    result = read_gcs_output_file(output)
+    [_, _, estimated_pi] = json.loads(result.strip())
+    # Note: Probabilistically speaking this test can fail with a probability
+    # that is very small (VERY) given that we run at least 100 thousand
+    # trials.
+    self.assertTrue(3.125 <= estimated_pi <= 3.155)
+
+
+if __name__ == '__main__':
+  logging.getLogger().setLevel(logging.INFO)
+  unittest.main()
diff --git a/sdks/python/apache_beam/examples/complete/estimate_pi_test.py b/sdks/python/apache_beam/examples/complete/estimate_pi_test.py
index 08ac93f47bf56..ff224f4a9cab0 100644
--- a/sdks/python/apache_beam/examples/complete/estimate_pi_test.py
+++ b/sdks/python/apache_beam/examples/complete/estimate_pi_test.py
@@ -19,19 +19,13 @@
 
 # pytype: skip-file
 
-import json
 import logging
-import os
-import tempfile
 import unittest
 
-import pytest
-
 from apache_beam.examples.complete import estimate_pi
 from apache_beam.testing.test_pipeline import TestPipeline
 from apache_beam.testing.util import BeamAssertException
 from apache_beam.testing.util import assert_that
-from apache_beam.testing.util import open_shards
 
 
 def in_between(lower, upper):
@@ -54,21 +48,6 @@ def test_basics(self):
       # trials.
       assert_that(result, in_between(3.125, 3.155))
 
-  @pytest.mark.no_xdist
-  @pytest.mark.examples_postcommit
-  def test_estimate_pi_output_file(self):
-    test_pipeline = TestPipeline(is_integration_test=True)
-    temp_folder = tempfile.mkdtemp()
-    extra_opts = {'output': os.path.join(temp_folder, 'result')}
-    estimate_pi.run(test_pipeline.get_full_options_as_args(**extra_opts))
-    # Load result file and compare.
-    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
-      [_, _, estimated_pi] = json.loads(result_file.read().strip())
-    # Note: Probabilistically speaking this test can fail with a probability
-    # that is very small (VERY) given that we run at least 100 thousand
-    # trials.
-    self.assertTrue(3.125 <= estimated_pi <= 3.155)
-
 
 if __name__ == '__main__':
   logging.getLogger().setLevel(logging.INFO)
diff --git a/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_it_test.py b/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_it_test.py
new file mode 100644
index 0000000000000..64dcd06c8ecb7
--- /dev/null
+++ b/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_it_test.py
@@ -0,0 +1,118 @@
+#
+# 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.
+#
+
+"""End-to-end test for Top Wikipedia Sessions example."""
+# pytype: skip-file
+
+import json
+import logging
+import unittest
+import uuid
+
+import pytest
+
+from apache_beam.examples.complete import top_wikipedia_sessions
+from apache_beam.testing.test_pipeline import TestPipeline
+
+# Protect against environments where gcsio library is not available.
+try:
+  from apache_beam.io.gcp import gcsio
+except ImportError:
+  gcsio = None
+
+
+def read_gcs_output_file(file_pattern):
+  gcs = gcsio.GcsIO()
+  file_names = gcs.list_prefix(file_pattern).keys()
+  output = []
+  for file_name in file_names:
+    output.append(gcs.open(file_name).read().decode('utf-8'))
+  return '\n'.join(output)
+
+
+def create_content_input_file(path, contents):
+  logging.info('Creating file: %s', path)
+  gcs = gcsio.GcsIO()
+  with gcs.open(path, 'w') as f:
+    f.write(str.encode(contents, 'utf-8'))
+
+
+class ComputeTopSessionsIT(unittest.TestCase):
+  EDITS = [
+      json.dumps({
+          'timestamp': 0.0, 'contributor_username': 'user1'
+      }),
+      json.dumps({
+          'timestamp': 0.001, 'contributor_username': 'user1'
+      }),
+      json.dumps({
+          'timestamp': 0.002, 'contributor_username': 'user1'
+      }),
+      json.dumps({
+          'timestamp': 0.0, 'contributor_username': 'user2'
+      }),
+      json.dumps({
+          'timestamp': 0.001, 'contributor_username': 'user2'
+      }),
+      json.dumps({
+          'timestamp': 3.601, 'contributor_username': 'user2'
+      }),
+      json.dumps({
+          'timestamp': 3.602, 'contributor_username': 'user2'
+      }),
+      json.dumps({
+          'timestamp': 2 * 3600.0, 'contributor_username': 'user2'
+      }),
+      json.dumps({
+          'timestamp': 35 * 24 * 3.600, 'contributor_username': 'user3'
+      })
+  ]
+
+  EXPECTED = [
+      'user1 : [0.0, 3600.002) : 3 : [0.0, 2592000.0)',
+      'user2 : [0.0, 3603.602) : 4 : [0.0, 2592000.0)',
+      'user2 : [7200.0, 10800.0) : 1 : [0.0, 2592000.0)',
+      'user3 : [3024.0, 6624.0) : 1 : [0.0, 2592000.0)',
+  ]
+
+  # TODO Enable when fixed this tests for Dataflow runner
+  @pytest.mark.sickbay_dataflow
+  @pytest.mark.no_xdist
+  @pytest.mark.examples_postcommit
+  def test_top_wikipedia_sessions_output_files_on_small_input(self):
+    test_pipeline = TestPipeline(is_integration_test=True)
+    # Setup the files with expected content.
+    OUTPUT_FILE_DIR = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+    output = '/'.join([OUTPUT_FILE_DIR, str(uuid.uuid4()), 'result'])
+    INPUT_FILE_DIR = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/input'
+    input = '/'.join([INPUT_FILE_DIR, str(uuid.uuid4()), 'input.txt'])
+    create_content_input_file(input, '\n'.join(self.EDITS))
+    extra_opts = {'input': input, 'output': output, 'sampling_threshold': '1.0'}
+    top_wikipedia_sessions.run(
+        test_pipeline.get_full_options_as_args(**extra_opts))
+
+    # Load result file and compare.
+    result = read_gcs_output_file(output).strip().splitlines()
+
+    self.assertEqual(self.EXPECTED, sorted(result, key=lambda x: x.split()[0]))
+
+
+if __name__ == '__main__':
+  logging.getLogger().setLevel(logging.INFO)
+  unittest.main()
diff --git a/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_test.py b/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_test.py
index a384ed513055d..3c171664e45d2 100644
--- a/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_test.py
+++ b/sdks/python/apache_beam/examples/complete/top_wikipedia_sessions_test.py
@@ -20,19 +20,13 @@
 # pytype: skip-file
 
 import json
-import logging
-import os
-import tempfile
 import unittest
 
-import pytest
-
 import apache_beam as beam
 from apache_beam.examples.complete import top_wikipedia_sessions
 from apache_beam.testing.test_pipeline import TestPipeline
 from apache_beam.testing.util import assert_that
 from apache_beam.testing.util import equal_to
-from apache_beam.testing.util import open_shards
 
 
 class ComputeTopSessionsTest(unittest.TestCase):
@@ -74,11 +68,6 @@ class ComputeTopSessionsTest(unittest.TestCase):
       'user3 : [3024.0, 6624.0) : 1 : [0.0, 2592000.0)',
   ]
 
-  def create_content_input_file(self, path, contents):
-    logging.info('Creating temp file: %s', path)
-    with open(path, 'w') as f:
-      f.write(contents)
-
   def test_compute_top_sessions(self):
     with TestPipeline() as p:
       edits = p | beam.Create(self.EDITS)
@@ -86,28 +75,6 @@ def test_compute_top_sessions(self):
 
       assert_that(result, equal_to(self.EXPECTED))
 
-  @pytest.mark.no_xdist
-  @pytest.mark.examples_postcommit
-  def test_top_wikipedia_sessions_output_files_on_small_input(self):
-    test_pipeline = TestPipeline(is_integration_test=True)
-    # Setup the files with expected content.
-    temp_folder = tempfile.mkdtemp()
-    self.create_content_input_file(
-        os.path.join(temp_folder, 'input.txt'), '\n'.join(self.EDITS))
-    extra_opts = {
-        'input': '%s/input.txt' % temp_folder,
-        'output': os.path.join(temp_folder, 'result'),
-        'sampling_threshold': '1.0'
-    }
-    top_wikipedia_sessions.run(
-        test_pipeline.get_full_options_as_args(**extra_opts))
-
-    # Load result file and compare.
-    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
-      result = result_file.read().strip().splitlines()
-
-    self.assertEqual(self.EXPECTED, sorted(result, key=lambda x: x.split()[0]))
-
 
 if __name__ == '__main__':
   unittest.main()
diff --git a/sdks/python/apache_beam/examples/cookbook/coders_it_test.py b/sdks/python/apache_beam/examples/cookbook/coders_it_test.py
new file mode 100644
index 0000000000000..c402003485077
--- /dev/null
+++ b/sdks/python/apache_beam/examples/cookbook/coders_it_test.py
@@ -0,0 +1,104 @@
+#
+# 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.
+#
+
+"""End-to-end test for Coders example."""
+# pytype: skip-file
+
+import json
+import logging
+import unittest
+import uuid
+
+import pytest
+
+from apache_beam.examples.cookbook import coders
+from apache_beam.testing.test_pipeline import TestPipeline
+
+# Protect against environments where gcsio library is not available.
+try:
+  from apache_beam.io.gcp import gcsio
+except ImportError:
+  gcsio = None
+
+
+def read_gcs_output_file(file_pattern):
+  gcs = gcsio.GcsIO()
+  file_names = gcs.list_prefix(file_pattern).keys()
+  output = []
+  for file_name in file_names:
+    output.append(gcs.open(file_name).read().decode('utf-8').strip())
+  return '\n'.join(output)
+
+
+def create_content_input_file(path, contents):
+  logging.info('Creating file: %s', path)
+  gcs = gcsio.GcsIO()
+  with gcs.open(path, 'w') as f:
+    f.write(str.encode(contents, 'utf-8'))
+
+
+def format_result(result_string):
+  def format_tuple(result_elem_list):
+    [country, counter] = result_elem_list
+    return country, int(counter.strip())
+
+  result_list = list(
+      map(
+          lambda result_elem: format_tuple(result_elem.split(',')),
+          result_string.replace('\'', '').replace('[',
+                                                  '').replace(']', '').replace(
+                                                      '\"', '').split('\n')))
+  return result_list
+
+
+class CodersIT(unittest.TestCase):
+  SAMPLE_RECORDS = [{
+      'host': ['Germany', 1], 'guest': ['Italy', 0]
+  }, {
+      'host': ['Germany', 1], 'guest': ['Brasil', 3]
+  }, {
+      'host': ['Brasil', 1], 'guest': ['Italy', 0]
+  }]
+
+  EXPECTED_RESULT = [('Italy', 0), ('Brasil', 6), ('Germany', 3)]
+
+  @pytest.mark.no_xdist
+  @pytest.mark.examples_postcommit
+  def test_coders_output_files_on_small_input(self):
+    test_pipeline = TestPipeline(is_integration_test=True)
+    # Setup the files with expected content.
+    OUTPUT_FILE_DIR = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/output'
+    output = '/'.join([OUTPUT_FILE_DIR, str(uuid.uuid4()), 'result'])
+    INPUT_FILE_DIR = \
+        'gs://temp-storage-for-end-to-end-tests/py-it-cloud/input'
+    input = '/'.join([INPUT_FILE_DIR, str(uuid.uuid4()), 'input.txt'])
+    create_content_input_file(
+        input, '\n'.join(map(json.dumps, self.SAMPLE_RECORDS)))
+    extra_opts = {'input': input, 'output': output}
+    coders.run(test_pipeline.get_full_options_as_args(**extra_opts))
+
+    # Load result file and compare.
+    result = read_gcs_output_file(output).strip()
+
+    self.assertEqual(
+        sorted(self.EXPECTED_RESULT), sorted(format_result(result)))
+
+
+if __name__ == '__main__':
+  logging.getLogger().setLevel(logging.INFO)
+  unittest.main()
diff --git a/sdks/python/apache_beam/examples/cookbook/coders_test.py b/sdks/python/apache_beam/examples/cookbook/coders_test.py
index 540c7653476e1..ade5a84a19824 100644
--- a/sdks/python/apache_beam/examples/cookbook/coders_test.py
+++ b/sdks/python/apache_beam/examples/cookbook/coders_test.py
@@ -19,20 +19,14 @@
 
 # pytype: skip-file
 
-import json
 import logging
-import os
-import tempfile
 import unittest
 
-import pytest
-
 import apache_beam as beam
 from apache_beam.examples.cookbook import coders
 from apache_beam.testing.test_pipeline import TestPipeline
 from apache_beam.testing.util import assert_that
 from apache_beam.testing.util import equal_to
-from apache_beam.testing.util import open_shards
 
 
 class CodersTest(unittest.TestCase):
@@ -47,24 +41,6 @@ class CodersTest(unittest.TestCase):
 
   EXPECTED_RESULT = [('Italy', 0), ('Brasil', 6), ('Germany', 3)]
 
-  def create_content_input_file(self, path, contents):
-    logging.info('Creating temp file: %s', path)
-    with open(path, 'w') as f:
-      f.write(contents)
-
-  def format_result(self, result_string):
-    def format_tuple(result_elem_list):
-      [country, counter] = result_elem_list
-      return country, int(counter.strip())
-
-    result_list = list(
-        map(
-            lambda result_elem: format_tuple(result_elem.split(',')),
-            result_string.replace('\'',
-                                  '').replace('[', '').replace(']', '').replace(
-                                      '\"', '').split('\n')))
-    return result_list
-
   def test_compute_points(self):
     with TestPipeline() as p:
       records = p | 'create' >> beam.Create(self.SAMPLE_RECORDS)
@@ -74,29 +50,6 @@ def test_compute_points(self):
           | beam.CombinePerKey(sum))
       assert_that(result, equal_to(self.EXPECTED_RESULT))
 
-  @pytest.mark.no_xdist
-  @pytest.mark.examples_postcommit
-  def test_coders_output_files_on_small_input(self):
-    test_pipeline = TestPipeline(is_integration_test=True)
-
-    # Setup the files with expected content.
-    temp_folder = tempfile.mkdtemp()
-    self.create_content_input_file(
-        os.path.join(temp_folder, 'input.txt'),
-        '\n'.join(map(json.dumps, self.SAMPLE_RECORDS)))
-    extra_opts = {
-        'input': '%s/input.txt' % temp_folder,
-        'output': os.path.join(temp_folder, 'result')
-    }
-    coders.run(test_pipeline.get_full_options_as_args(**extra_opts))
-
-    # Load result file and compare.
-    with open_shards(os.path.join(temp_folder, 'result-*-of-*')) as result_file:
-      result = result_file.read().strip()
-
-    self.assertEqual(
-        sorted(self.EXPECTED_RESULT), sorted(self.format_result(result)))
-
 
 if __name__ == '__main__':
   logging.getLogger().setLevel(logging.INFO)
diff --git a/sdks/python/pytest.ini b/sdks/python/pytest.ini
index 36e09d51cf19d..4a52bce20900c 100644
--- a/sdks/python/pytest.ini
+++ b/sdks/python/pytest.ini
@@ -39,6 +39,7 @@ markers =
     sickbay_direct: run without sickbay-direct
     sickbay_spark: run without sickbay-spark
     sickbay_flink: run without sickbay-flink
+    sickbay_dataflow: run without sickbay-dataflow
     # Tests using this marker conflict with the xdist plugin in some way, such
     # as enabling save_main_session.
     no_xdist: run without pytest-xdist plugin
diff --git a/sdks/python/test-suites/dataflow/common.gradle b/sdks/python/test-suites/dataflow/common.gradle
index a91165277e802..f263bc6297e3e 100644
--- a/sdks/python/test-suites/dataflow/common.gradle
+++ b/sdks/python/test-suites/dataflow/common.gradle
@@ -160,7 +160,7 @@ task examples {
             "sdk_location": files(configurations.distTarBall.files).singleFile,
             "runner_v2": "true",
             "suite": "postCommitIT-df${pythonVersionSuffix}-xdist",
-            "collect": "examples_postcommit and not no_xdist"
+            "collect": "examples_postcommit and not no_xdist and not sickbay_dataflow"
     ]
     def cmdArgs = mapToArgString(argMap)
     exec {
@@ -176,7 +176,7 @@ task examples {
             "sdk_location": files(configurations.distTarBall.files).singleFile,
             "runner_v2": "true",
             "suite": "postCommitIT-df${pythonVersionSuffix}-no-xdist",
-            "collect": "examples_postcommit and no_xdist"
+            "collect": "examples_postcommit and no_xdist and not sickbay_dataflow"
     ]
     def cmdArgs = mapToArgString(argMap)
     exec {

From 9c0282c66e776e910f5aa9e889cc9dc17dfce631 Mon Sep 17 00:00:00 2001
From: Ankur Goenka <ankurgoenka@gmail.com>
Date: Fri, 18 Feb 2022 15:09:32 -0800
Subject: [PATCH 06/61] [BEAM-13952] Sickbaying
 testAfterProcessingTimeContinuationTriggerUsingState

---
 runners/google-cloud-dataflow-java/build.gradle | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/runners/google-cloud-dataflow-java/build.gradle b/runners/google-cloud-dataflow-java/build.gradle
index 89d185bf53512..355fc4547dfdc 100644
--- a/runners/google-cloud-dataflow-java/build.gradle
+++ b/runners/google-cloud-dataflow-java/build.gradle
@@ -367,7 +367,13 @@ task printRunnerV2PipelineOptions {
 task validatesRunner {
   group = "Verification"
   description "Validates Dataflow runner"
-  dependsOn(createLegacyWorkerValidatesRunnerTest(name: 'validatesRunnerLegacyWorkerTest'))
+  dependsOn(createLegacyWorkerValidatesRunnerTest(
+    name: 'validatesRunnerLegacyWorkerTest',
+    excludedTests: [
+      // TODO(BEAM-13952)
+      'org.apache.beam.sdk.transforms.GroupByKeyTest$BasicTests.testAfterProcessingTimeContinuationTriggerUsingState',
+    ]
+  ))
 }
 
 task validatesRunnerStreaming {
@@ -382,6 +388,10 @@ task validatesRunnerStreaming {
       'org.apache.beam.sdk.testing.UsesRequiresTimeSortedInput',
       'org.apache.beam.sdk.testing.UsesSetState',
     ],
+    excludedTests: [
+      // TODO(BEAM-13952)
+      'org.apache.beam.sdk.transforms.GroupByKeyTest$BasicTests.testAfterProcessingTimeContinuationTriggerUsingState'
+    ]
   ))
 }
 
@@ -473,6 +483,9 @@ task validatesRunnerV2 {
       'org.apache.beam.sdk.transforms.GroupByKeyTest$WindowTests.testRewindowWithTimestampCombiner',
 
       'org.apache.beam.sdk.transforms.FlattenTest.testFlattenWithDifferentInputAndOutputCoders2',
+
+      // TODO(BEAM-13952)
+      'org.apache.beam.sdk.transforms.GroupByKeyTest$BasicTests.testAfterProcessingTimeContinuationTriggerUsingState',
     ]
   ))
 }

From 1c579f9524a35bcf9a3a7b758359c8f7aeabf5fe Mon Sep 17 00:00:00 2001
From: Ankur <angoenka@users.noreply.github.com>
Date: Fri, 18 Feb 2022 16:08:06 -0800
Subject: [PATCH 07/61] Remove build status from PR (#16902)

* Remove build status from PR

* Add licence to build_status.md
---
 .github/PULL_REQUEST_TEMPLATE.md | 363 +---------------------------
 .test-infra/BUILD_STATUS.md      | 390 +++++++++++++++++++++++++++++++
 2 files changed, 391 insertions(+), 362 deletions(-)
 create mode 100644 .test-infra/BUILD_STATUS.md

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 90f8a4c382bcb..56bdd61b629e2 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -11,368 +11,7 @@ Thank you for your contribution! Follow this checklist to help us incorporate yo
 
 See the [Contributor Guide](https://beam.apache.org/contribute) for more tips on [how to make review process smoother](https://beam.apache.org/contribute/#make-reviewers-job-easier).
 
-`ValidatesRunner` compliance status (on master branch)
---------------------------------------------------------
-
-<table>
-  <thead>
-    <tr>
-      <th>Lang</th>
-      <th>ULR</th>
-      <th>Dataflow</th>
-      <th>Flink</th>
-      <th>Samza</th>
-      <th>Spark</th>
-      <th>Twister2</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td>Go</td>
-      <td>---</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
-        </a>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Samza/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Samza/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>---</td>
-    </tr>
-    <tr>
-      <td>Java</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Streaming/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Streaming/lastCompletedBuild/badge/icon?subject=V1+Streaming">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/badge/icon?subject=V1+Java+11">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2_Streaming/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2_Streaming/lastCompletedBuild/badge/icon?subject=V2+Streaming">
-        </a><br>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/badge/icon?subject=Java+8">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/badge/icon?subject=Java+11">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Batch/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Batch/lastCompletedBuild/badge/icon?subject=Portable">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/badge/icon?subject=Portable+Streaming">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/badge/icon">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Samza/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Samza/lastCompletedBuild/badge/icon?subject=Portable">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/badge/icon">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/badge/icon?subject=Portable">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/badge/icon?subject=Structured+Streaming">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-    </tr>
-    <tr>
-      <td>Python</td>
-      <td>---</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/badge/icon?subject=ValCont">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/badge/icon?subject=Portable">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>---</td>
-    </tr>
-    <tr>
-      <td>XLang</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJava_Dataflow/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJava_Dataflow/lastCompletedBuild/badge/icon">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow/lastCompletedBuild/badge/icon">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_JavaUsingPython_Dataflow/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_JavaUsingPython_Dataflow/lastCompletedBuild/badge/icon">
-        </a><br>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Samza/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Samza/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>---</td>
-    </tr>
-  </tbody>
-</table>
-
-Examples testing status on various runners
---------------------------------------------------------
-
-<table>
-  <thead>
-    <tr>
-      <th>Lang</th>
-      <th>ULR</th>
-      <th>Dataflow</th>
-      <th>Flink</th>
-      <th>Samza</th>
-      <th>Spark</th>
-      <th>Twister2</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td>Go</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-    </tr>
-    <tr>
-      <td>Java</td>
-      <td>---</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/badge/icon?subject=V1">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/badge/icon?subject=V1+Java11">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
-        </a><br>
-      </td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-    </tr>
-    <tr>
-      <td>Python</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-    </tr>
-    <tr>
-      <td>XLang</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-    </tr>
-  </tbody>
-</table>
-
-Post-Commit SDK/Transform Integration Tests Status (on master branch)
-------------------------------------------------------------------------------------------------
-
-<table>
-  <thead>
-    <tr>
-      <th>Go</th>
-      <th>Java</th>
-      <th>Python</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/badge/icon?subject=3.6">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/badge/icon?subject=3.7">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/badge/icon?subject=3.8">
-        </a>
-      </td>
-    </tr>
-  </tbody>
-</table>
-
-Pre-Commit Tests Status (on master branch)
-------------------------------------------------------------------------------------------------
-
-<table>
-  <thead>
-    <tr>
-      <th>---</th>
-      <th>Java</th>
-      <th>Python</th>
-      <th>Go</th>
-      <th>Website</th>
-      <th>Whitespace</th>
-      <th>Typescript</th>
-    </tr>
-  </thead>
-  <tbody>
-    <tr>
-      <td>Non-portable</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/badge/icon">
-        </a><br>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/badge/icon?subject=Tests">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/badge/icon?subject=Lint">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/badge/icon?subject=Docker">
-        </a><br>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/badge/icon?subject=Docs">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-    </tr>
-    <tr>
-      <td>Portable</td>
-      <td>---</td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>
-        <a href="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/">
-          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/badge/icon">
-        </a>
-      </td>
-      <td>---</td>
-      <td>---</td>
-      <td>---</td>
-    </tr>
-  </tbody>
-</table>
-
-See [.test-infra/jenkins/README](https://github.com/apache/beam/blob/master/.test-infra/jenkins/README.md) for trigger phrase, status and link of all Jenkins jobs.
-
+To check the build health, please visit [https://github.com/apache/beam/blob/master/.test-infra/BUILD_STATUS.md](https://github.com/apache/beam/blob/master/.test-infra/validate-runner/README.md)
 
 GitHub Actions Tests Status (on master branch)
 ------------------------------------------------------------------------------------------------
diff --git a/.test-infra/BUILD_STATUS.md b/.test-infra/BUILD_STATUS.md
new file mode 100644
index 0000000000000..1972076df1e2b
--- /dev/null
+++ b/.test-infra/BUILD_STATUS.md
@@ -0,0 +1,390 @@
+<!--
+    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.
+-->
+
+
+`ValidatesRunner` compliance status (on master branch)
+--------------------------------------------------------
+
+<table>
+  <thead>
+    <tr>
+      <th>Lang</th>
+      <th>ULR</th>
+      <th>Dataflow</th>
+      <th>Flink</th>
+      <th>Samza</th>
+      <th>Spark</th>
+      <th>Twister2</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>Go</td>
+      <td>---</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
+        </a>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Flink/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Samza/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Samza/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go_VR_Spark/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>---</td>
+    </tr>
+    <tr>
+      <td>Java</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_ULR/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Streaming/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Streaming/lastCompletedBuild/badge/icon?subject=V1+Streaming">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow_Java11/lastCompletedBuild/badge/icon?subject=V1+Java+11">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2_Streaming/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_VR_Dataflow_V2_Streaming/lastCompletedBuild/badge/icon?subject=V2+Streaming">
+        </a><br>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/badge/icon?subject=Java+8">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink_Java11/lastCompletedBuild/badge/icon?subject=Java+11">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Batch/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Batch/lastCompletedBuild/badge/icon?subject=Portable">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Flink_Streaming/lastCompletedBuild/badge/icon?subject=Portable+Streaming">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/badge/icon">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Samza/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Samza/lastCompletedBuild/badge/icon?subject=Portable">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/badge/icon">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_PVR_Spark_Batch/lastCompletedBuild/badge/icon?subject=Portable">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_SparkStructuredStreaming/lastCompletedBuild/badge/icon?subject=Structured+Streaming">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Twister2/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+    </tr>
+    <tr>
+      <td>Python</td>
+      <td>---</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/lastCompletedBuild/badge/icon?subject=V1">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/badge/icon?subject=ValCont">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Python_PVR_Flink_Cron/lastCompletedBuild/badge/icon?subject=Portable">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>---</td>
+    </tr>
+    <tr>
+      <td>XLang</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Direct/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJava_Dataflow/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJava_Dataflow/lastCompletedBuild/badge/icon">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_PythonUsingJavaSQL_Dataflow/lastCompletedBuild/badge/icon">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_JavaUsingPython_Dataflow/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_JavaUsingPython_Dataflow/lastCompletedBuild/badge/icon">
+        </a><br>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Flink/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Samza/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Samza/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_XVR_Spark/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>---</td>
+    </tr>
+  </tbody>
+</table>
+
+Examples testing status on various runners
+--------------------------------------------------------
+
+<table>
+  <thead>
+    <tr>
+      <th>Lang</th>
+      <th>ULR</th>
+      <th>Dataflow</th>
+      <th>Flink</th>
+      <th>Samza</th>
+      <th>Spark</th>
+      <th>Twister2</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>Go</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+    </tr>
+    <tr>
+      <td>Java</td>
+      <td>---</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Cron/lastCompletedBuild/badge/icon?subject=V1">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Examples_Dataflow_Java11_Cron/lastCompletedBuild/badge/icon?subject=V1+Java11">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java_Examples_Dataflow_V2/lastCompletedBuild/badge/icon?subject=V2">
+        </a><br>
+      </td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+    </tr>
+    <tr>
+      <td>Python</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+    </tr>
+    <tr>
+      <td>XLang</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+    </tr>
+  </tbody>
+</table>
+
+Post-Commit SDK/Transform Integration Tests Status (on master branch)
+------------------------------------------------------------------------------------------------
+
+<table>
+  <thead>
+    <tr>
+      <th>Go</th>
+      <th>Java</th>
+      <th>Python</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python36/lastCompletedBuild/badge/icon?subject=3.6">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python37/lastCompletedBuild/badge/icon?subject=3.7">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PostCommit_Python38/lastCompletedBuild/badge/icon?subject=3.8">
+        </a>
+      </td>
+    </tr>
+  </tbody>
+</table>
+
+Pre-Commit Tests Status (on master branch)
+------------------------------------------------------------------------------------------------
+
+<table>
+  <thead>
+    <tr>
+      <th>---</th>
+      <th>Java</th>
+      <th>Python</th>
+      <th>Go</th>
+      <th>Website</th>
+      <th>Whitespace</th>
+      <th>Typescript</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <td>Non-portable</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Java_Cron/lastCompletedBuild/badge/icon">
+        </a><br>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Python_Cron/lastCompletedBuild/badge/icon?subject=Tests">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonLint_Cron/lastCompletedBuild/badge/icon?subject=Lint">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocker_Cron/badge/icon?subject=Docker">
+        </a><br>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_PythonDocs_Cron/badge/icon?subject=Docs">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Go_Cron/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Website_Cron/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Whitespace_Cron/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Typescript_Cron/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+    </tr>
+    <tr>
+      <td>Portable</td>
+      <td>---</td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_Portable_Python_Cron/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>
+        <a href="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/">
+          <img alt="Build Status" src="https://ci-beam.apache.org/job/beam_PreCommit_GoPortable_Cron/lastCompletedBuild/badge/icon">
+        </a>
+      </td>
+      <td>---</td>
+      <td>---</td>
+      <td>---</td>
+    </tr>
+  </tbody>
+</table>
+
+See [.test-infra/jenkins/README](https://github.com/apache/beam/blob/master/.test-infra/jenkins/README.md) for trigger phrase, status and link of all Jenkins jobs.
+
+
+GitHub Actions Tests Status (on master branch)
+------------------------------------------------------------------------------------------------
+[![Build python source distribution and wheels](https://github.com/apache/beam/workflows/Build%20python%20source%20distribution%20and%20wheels/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Build+python+source+distribution+and+wheels%22+branch%3Amaster+event%3Aschedule)
+[![Python tests](https://github.com/apache/beam/workflows/Python%20tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Python+Tests%22+branch%3Amaster+event%3Aschedule)
+[![Java tests](https://github.com/apache/beam/workflows/Java%20Tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Java+Tests%22+branch%3Amaster+event%3Aschedule)
+
+See [CI.md](https://github.com/apache/beam/blob/master/CI.md) for more information about GitHub Actions CI.

From 6d60ac3da5ca2893e5100be2d11407044cf7df28 Mon Sep 17 00:00:00 2001
From: Moritz Mack <mmack@talend.com>
Date: Tue, 22 Feb 2022 17:50:51 +0100
Subject: [PATCH 08/61] [BEAM-13738] Reenable ignored SQS test after bumping
 elasticmq for fixed version (#16914)

---
 .../java/io/amazon-web-services2/build.gradle |  2 +-
 .../io/aws2/sqs/SqsUnboundedReaderTest.java   |  2 --
 .../src/test/resources/application.conf       | 21 +++++++++++++++++++
 3 files changed, 22 insertions(+), 3 deletions(-)
 create mode 100644 sdks/java/io/amazon-web-services2/src/test/resources/application.conf

diff --git a/sdks/java/io/amazon-web-services2/build.gradle b/sdks/java/io/amazon-web-services2/build.gradle
index 1af0532fd13c8..dceb4c41bed91 100644
--- a/sdks/java/io/amazon-web-services2/build.gradle
+++ b/sdks/java/io/amazon-web-services2/build.gradle
@@ -59,10 +59,10 @@ dependencies {
   testImplementation project(path: ":sdks:java:io:common", configuration: "testRuntimeMigration")
   testImplementation project(path: ":sdks:java:io:kinesis", configuration: "testRuntimeMigration")
   testImplementation "io.findify:s3mock_2.12:0.2.6"
+  testImplementation 'org.elasticmq:elasticmq-rest-sqs_2.12:1.3.5'
   testImplementation library.java.mockito_core
   testImplementation library.java.guava_testlib
   testImplementation library.java.junit
-  testImplementation 'org.elasticmq:elasticmq-rest-sqs_2.12:0.15.6' // later versions conflict with s3mock
   testImplementation library.java.hamcrest
   testImplementation "org.assertj:assertj-core:3.11.1"
   testRuntimeOnly library.java.slf4j_jdk14
diff --git a/sdks/java/io/amazon-web-services2/src/test/java/org/apache/beam/sdk/io/aws2/sqs/SqsUnboundedReaderTest.java b/sdks/java/io/amazon-web-services2/src/test/java/org/apache/beam/sdk/io/aws2/sqs/SqsUnboundedReaderTest.java
index 2c2329974df2b..5b1ac0cbb28b2 100644
--- a/sdks/java/io/amazon-web-services2/src/test/java/org/apache/beam/sdk/io/aws2/sqs/SqsUnboundedReaderTest.java
+++ b/sdks/java/io/amazon-web-services2/src/test/java/org/apache/beam/sdk/io/aws2/sqs/SqsUnboundedReaderTest.java
@@ -37,7 +37,6 @@
 import org.apache.beam.sdk.io.aws2.sqs.EmbeddedSqsServer.TestCaseEnv;
 import org.apache.beam.sdk.util.CoderUtils;
 import org.junit.ClassRule;
-import org.junit.Ignore;
 import org.junit.Rule;
 import org.junit.Test;
 import org.junit.runner.RunWith;
@@ -110,7 +109,6 @@ public void testAckDeletedMessage() throws IOException {
   }
 
   @Test
-  @Ignore("Behavior of SQSRestServer is broken: https://issues.apache.org/jira/browse/BEAM-13738")
   public void testExtendDeletedMessage() throws IOException {
     setupMessages(DATA);
     Clock clock = mock(Clock.class);
diff --git a/sdks/java/io/amazon-web-services2/src/test/resources/application.conf b/sdks/java/io/amazon-web-services2/src/test/resources/application.conf
new file mode 100644
index 0000000000000..f1fcb1e9f3da4
--- /dev/null
+++ b/sdks/java/io/amazon-web-services2/src/test/resources/application.conf
@@ -0,0 +1,21 @@
+###############################################################################
+#  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.
+###############################################################################
+
+# Enable implicit HEAD requests using GET routes for S3Mock
+# https://doc.akka.io/docs/akka-http/current/migration-guide/migration-guide-10.2.x.html#transparent-head-requests-now-disabled-by-default
+akka.http.server.transparent-head-requests = on

From 837e50552189c5d46c8bcc643391531d4c628b61 Mon Sep 17 00:00:00 2001
From: Ankur <angoenka@users.noreply.github.com>
Date: Tue, 22 Feb 2022 09:47:14 -0800
Subject: [PATCH 09/61] fix build status link (#16907)

---
 .github/PULL_REQUEST_TEMPLATE.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 56bdd61b629e2..be1a00e2f56ed 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -11,7 +11,7 @@ Thank you for your contribution! Follow this checklist to help us incorporate yo
 
 See the [Contributor Guide](https://beam.apache.org/contribute) for more tips on [how to make review process smoother](https://beam.apache.org/contribute/#make-reviewers-job-easier).
 
-To check the build health, please visit [https://github.com/apache/beam/blob/master/.test-infra/BUILD_STATUS.md](https://github.com/apache/beam/blob/master/.test-infra/validate-runner/README.md)
+To check the build health, please visit [https://github.com/apache/beam/blob/master/.test-infra/BUILD_STATUS.md](https://github.com/apache/beam/blob/master/.test-infra/BUILD_STATUS.md)
 
 GitHub Actions Tests Status (on master branch)
 ------------------------------------------------------------------------------------------------

From 675c0bc10f813ea593702f5e6a0fd2ce38caf720 Mon Sep 17 00:00:00 2001
From: andreukus <andrei.kustov@akvelon.com>
Date: Tue, 22 Feb 2022 21:04:20 +0300
Subject: [PATCH 10/61] Merge pull request #16549 from [BEAM-13681][Playground]
 Refactoring terraform scripts

* [BEAM-13681][Playground] Description infrastructure

* [BEAM-13681][Playground] Description infrastructure

* [BEAM-13681][Playground] Description infrastructure

* [BEAM-13681][Playground] Description infrastructure

[BEAM-13681][Playground] Description infrastructure

[BEAM-13681][Playground] Description infrastructure

* [BEAM-13681][Playground] Description infrastructure

* [BEAM-13681]fix name account resource

* formatting + extracting variables to variables.tf

* refactor memorystore, reduce size

* display name to variables.tf

* rename bucket name for state variable

* fix  comments

* refactoring for terraform scripts + readme

* fix image name for java backend

* changed README.md

* remove whitespaces

* fix README.md

* Infra READMEs update

* fix comments

* Terraform refactoring (#148)

* Add *.tfvars to .gitignore

* Refactor solution with setup module

* Remove google-beta from main

* Configure provider in separate file

* Add network property to gke and memorystore

* Fix network provisioning

* Patch memorystory

Co-authored-by: Damon Douglas <damondouglas@google.com>

* fix checks

Co-authored-by: akustov <akustov@diasoft.ru>
Co-authored-by: Ilya Kozyrev <ilya.kozyrev@akvelon.com>
Co-authored-by: Artur Khanin <artur.khanin@akvelon.com>
Co-authored-by: Damon Douglas <damondouglas@google.com>
---
 .gitignore                                    |   1 +
 playground/README.md                          |  13 +-
 playground/terraform/README.md                |  90 ++--------
 playground/terraform/applications/README.md   |  59 +++++++
 .../terraform/applications/backend-go/main.tf |  20 +--
 .../applications/backend-go/variables.tf      |   2 +-
 .../applications/backend-java/main.tf         |  26 +--
 .../applications/backend-java/variables.tf    |  10 +-
 .../applications/backend-python/main.tf       |  24 +--
 .../applications/backend-python/variables.tf  |   4 +-
 .../applications/backend-router/main.tf       |  26 ++-
 .../applications/backend-router/variables.tf  |   2 +-
 .../terraform/applications/frontend/main.tf   |   8 +-
 .../applications/frontend/variables.tf        |   2 +-
 playground/terraform/infrastructure/README.md |  70 ++++++++
 .../artifact_registry/main.tf                 |  12 +-
 .../artifact_registry/output.tf               |   9 +-
 .../artifact_registry/variables.tf            |   1 -
 .../buckets/main.tf                           |  20 +--
 .../buckets/output.tf                         |  16 +-
 .../buckets/variables.tf                      |   1 -
 .../{modules => infrastructure}/gke/main.tf   |  27 ++-
 .../{modules => infrastructure}/gke/output.tf |   3 +-
 .../terraform/infrastructure/gke/variables.tf |  54 ++++++
 playground/terraform/infrastructure/main.tf   |  81 +++++++++
 .../infrastructure/memorystore/main.tf        |  48 +++++
 .../infrastructure/memorystore/variables.tf   |  77 ++++++++
 .../terraform/infrastructure/network/main.tf  |  33 ++++
 .../vpc => infrastructure/network}/output.tf  |   9 +-
 .../network}/variables.tf                     |  22 +--
 .../terraform/infrastructure/provider.tf      |  33 ++++
 .../terraform/infrastructure/setup/iam.tf     |  62 +++++++
 .../terraform/infrastructure/setup/output.tf  |  22 +++
 .../infrastructure/setup/provider.tf          |  23 +++
 .../setup/services.tf}                        |  16 +-
 .../gke => infrastructure/setup}/variables.tf |  15 +-
 .../terraform/infrastructure/variables.tf     | 165 ++++++++++++++++++
 playground/terraform/provider.tf              |   6 +-
 38 files changed, 877 insertions(+), 235 deletions(-)
 create mode 100644 playground/terraform/applications/README.md
 create mode 100644 playground/terraform/infrastructure/README.md
 rename playground/terraform/{modules => infrastructure}/artifact_registry/main.tf (79%)
 rename playground/terraform/{modules => infrastructure}/artifact_registry/output.tf (77%)
 rename playground/terraform/{modules => infrastructure}/artifact_registry/variables.tf (99%)
 rename playground/terraform/{modules => infrastructure}/buckets/main.tf (70%)
 rename playground/terraform/{modules => infrastructure}/buckets/output.tf (69%)
 rename playground/terraform/{modules => infrastructure}/buckets/variables.tf (99%)
 rename playground/terraform/{modules => infrastructure}/gke/main.tf (68%)
 rename playground/terraform/{modules => infrastructure}/gke/output.tf (93%)
 create mode 100644 playground/terraform/infrastructure/gke/variables.tf
 create mode 100644 playground/terraform/infrastructure/main.tf
 create mode 100644 playground/terraform/infrastructure/memorystore/main.tf
 create mode 100644 playground/terraform/infrastructure/memorystore/variables.tf
 create mode 100644 playground/terraform/infrastructure/network/main.tf
 rename playground/terraform/{modules/vpc => infrastructure/network}/output.tf (83%)
 rename playground/terraform/{modules/vpc => infrastructure/network}/variables.tf (68%)
 create mode 100644 playground/terraform/infrastructure/provider.tf
 create mode 100644 playground/terraform/infrastructure/setup/iam.tf
 create mode 100644 playground/terraform/infrastructure/setup/output.tf
 create mode 100644 playground/terraform/infrastructure/setup/provider.tf
 rename playground/terraform/{modules/vpc/main.tf => infrastructure/setup/services.tf} (76%)
 rename playground/terraform/{modules/gke => infrastructure/setup}/variables.tf (79%)
 create mode 100644 playground/terraform/infrastructure/variables.tf

diff --git a/.gitignore b/.gitignore
index a749d90d585b4..84720d319b163 100644
--- a/.gitignore
+++ b/.gitignore
@@ -126,3 +126,4 @@ website/www/yarn-error.log
 **/*.tfstate
 **/*.tfstate.*
 **/*.hcl
+**/*.tfvars
diff --git a/playground/README.md b/playground/README.md
index a119a6eb08b32..875755df9a14e 100644
--- a/playground/README.md
+++ b/playground/README.md
@@ -22,7 +22,7 @@
 The Beam Playground is a web application to run Beam code snippets in a modern browser. This directory holds code to
 build, test, and deploy the frontend and backend services.
 
-# Requirements
+# Development Requirements
 
 The following requirements are needed for development, testing, and deploying.
 
@@ -55,12 +55,7 @@ cd beam
 ./gradlew playground:generateProto
 ```
 
-# Backend application
+# Deployment
 
-All backend's files are placed into the [backend](./backend) folder. For more details about the backend there are
-also [Contribution](./backend/CONTRIBUTE.md) guide and [README](./backend/README.md) file.
-
-# Frontend application
-
-All frontend's files are placed into the [frontend](./frontend) folder. For more details about the frontend there are
-also [Contribution](./frontend/CONTRIBUTE.md) guide and [README](./frontend/README.md) file.
\ No newline at end of file
+See [terraform](./terraform/README.md) for details on how to build and deploy
+the application and its dependent infrastructure.
diff --git a/playground/terraform/README.md b/playground/terraform/README.md
index b9afe92fcd2a1..fc24b151b0f54 100644
--- a/playground/terraform/README.md
+++ b/playground/terraform/README.md
@@ -17,91 +17,25 @@
     under the License.
 -->
 
-## Requirements and setup
+# Requirements
 
-In order install a Playground cluster on GCP using Terraform, you'll need:
+The following items need to be setup for the Playground cluster deployment on GCP:
 
-* An [GCP account](https://cloud.google.com/) and the [`gcloud`](https://cloud.google.com/sdk/gcloud) command-line tool
+* [GCP account](https://cloud.google.com/)
+* [`gcloud` command-line tool](https://cloud.google.com/sdk/gcloud) and required setup i.e. login
 * [Terraform](https://www.terraform.io/downloads.html) tool
+* [Docker](https://www.docker.com/get-started)
 
-You'll also need to make sure that you're currently logged into your GCP account via the `gcloud` tool:
+# Deployment steps
 
-```bash
-$ gcloud auth login
-```
-In other case you'll need an environment variable `GOOGLE_APPLICATION_CREDENTIALS` set to JSON key for service account that will be used to deploy resources
+## 1. Provision infrastructure
 
-## Installation
+To deploy Playground infrastructure follow [README.md](./infrastructure/README.md) for infrastructure module.
 
-You can install Terraform using the instructions [here](https://www.terraform.io/intro/getting-started/install.html).
+## 2. Build containers
 
+TBD
 
+## 3. Deploy application
 
-## Creating GCP resources using Terraform
-
-To get started building GCP resources with Terraform, you'll need to install all Terraform dependencies:
-
-```bash
-$ terraform init
-# This will create a .terraform folder
-```
-
-Once you've done that, you can apply the default Terraform configuration:
-
-```bash
-$ terraform apply
-```
-
-You should then see this prompt:
-
-```bash
-Do you want to perform these actions?
-  Terraform will perform the actions described above.
-  Only 'yes' will be accepted to approve.
-
-  Enter a value:
-```
-
-Type `yes` and hit **Enter**. Applying the configuration could take several minutes. When it's finished, you should see `Apply complete!` along with some other information, including the number of resources created.
-
-### Applying a non-default configuration
-
-You can apply a non-default Terraform configuration by changing the values in the `terraform.tfvars` file. The following variables are available:
-
-Variable name | Description | Default
-:-------------|:------------|:-------
-`project_id` | GCP Project ID that will be used to create resources | None
-`docker_registry_address` | Address of docker registry | None
-`docker_image_name` | Docker Image Name To Be Deployed | `beam_playground-backend`/`beam_playground-frontend`
-`docker_image_tag` | Docker Image Tag To Be Deployed | `latest`
-`repository_location` | Location of Artifact Registry | `us-central1`
-`repository_id` | ID of Artifact Registry | `playground_repository`
-`examples_bucket_name` | Name of Bucket to Store Playground Examples | `playground-examples`
-`examples_bucket_location` | Location of Playground Examples Bucket | `US`
-`examples_storage_class` | Examples Bucket Storage Class | `STANDARD`
-`terraform_bucket_name` | Name of Bucket to Store Terraform States | `playground-terraform`
-`terraform_bucket_location` | Location of Playground Terraform Bucket | `US`
-`terraform_storage_class` | Terraform Bucket Storage Class | `STANDARD`
-`vpc_name` | Name of VPC to be created | `playground-vpc`
-`create_subnets` | Auto Create Subnets Inside VPC | `true`
-`mtu` | MTU Inside VPC | `1460`
-
-### What is installed
-
-After applying terraform following resources will be created:
-
-* GCP [Artifact Registry](https://cloud.google.com/artifact-registry) used to store application docker files:
-* VPC to run GCP App Engine VM's ([VPC](https://cloud.google.com/vpc))
-* 2 buckets to store Examples for Playground Application and Terraform states [buckets](https://cloud.google.com/storage/docs/key-terms#buckets)
-* 2 GCP [App Engine](https://cloud.google.com/appengine) services for backend and frontend applications
-
-
-### Destroying your cluster
-
-At any point, you can destroy all GCP resources associated with your cluster using Terraform's `destroy` command:
-
-```bash
-$ terraform destroy
-```
-
-
+TBD
diff --git a/playground/terraform/applications/README.md b/playground/terraform/applications/README.md
new file mode 100644
index 0000000000000..84c1f3fa43c8b
--- /dev/null
+++ b/playground/terraform/applications/README.md
@@ -0,0 +1,59 @@
+<!--
+    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.
+-->
+
+## Deployment to AppEngine
+
+*Note: All requirements are listed in the [README.md](../README.md) of the Terraform module.*
+
+Installation of all Terraform dependencies is required to get started building GCP resources with Terraform:
+
+```bash
+$ terraform init
+# This will create a .terraform folder
+```
+
+Once it has been done, default Terraform configuration can be applied:
+
+```bash
+$ terraform apply
+```
+
+Then the following dialog will be displayed in the console:
+
+```bash
+Do you want to perform these actions?
+  Terraform will perform the actions described above.
+  Only 'yes' will be accepted to approve.
+
+  Enter a value:
+```
+
+Type `yes` and hit **Enter**. Applying of the configuration could take several minutes. `Apply complete!` will be displayed
+when it is finished, along with the number of created resources.
+
+### Applying a non-default configuration
+
+To apply non-default Terraform configuration, pass the corresponding values as a variables with `terraform apply` command.
+All variables are listed in the [variables.tf (TBD)](variables.tf) file.
+
+### What is installed
+
+TBD
+
+
diff --git a/playground/terraform/applications/backend-go/main.tf b/playground/terraform/applications/backend-go/main.tf
index 47d68476954a5..48b2759fe1c00 100644
--- a/playground/terraform/applications/backend-go/main.tf
+++ b/playground/terraform/applications/backend-go/main.tf
@@ -18,10 +18,10 @@
 #
 
 resource "google_app_engine_flexible_app_version" "backend_app_go" {
-  version_id = "v1"
-  project    = "${var.project_id}"
-  service    = "${var.service_name}"
-  runtime    = "custom"
+  version_id                = "v1"
+  project                   = var.project_id
+  service                   = var.service_name
+  runtime                   = "custom"
   delete_service_on_destroy = true
 
   liveness_check {
@@ -35,7 +35,7 @@ resource "google_app_engine_flexible_app_version" "backend_app_go" {
   automatic_scaling {
     max_total_instances = 7
     min_total_instances = 2
-    cool_down_period = "120s"
+    cool_down_period    = "120s"
     cpu_utilization {
       target_utilization = 0.7
     }
@@ -43,14 +43,14 @@ resource "google_app_engine_flexible_app_version" "backend_app_go" {
 
   resources {
     memory_gb = 16
-    cpu = 8
+    cpu       = 8
   }
 
   env_variables = {
-     CACHE_TYPE="${var.cache_type}"
-     CACHE_ADDRESS="${var.cache_address}:6379"
-     NUM_PARALLEL_JOBS=30
-     LAUNCH_SITE = "app_engine"
+    CACHE_TYPE        = var.cache_type
+    CACHE_ADDRESS     = "${var.cache_address}:6379"
+    NUM_PARALLEL_JOBS = 30
+    LAUNCH_SITE       = "app_engine"
   }
 
   deployment {
diff --git a/playground/terraform/applications/backend-go/variables.tf b/playground/terraform/applications/backend-go/variables.tf
index 52df044a879a4..6a69ef630bed3 100644
--- a/playground/terraform/applications/backend-go/variables.tf
+++ b/playground/terraform/applications/backend-go/variables.tf
@@ -32,7 +32,7 @@ variable "docker_image_name" {
 
 variable "docker_image_tag" {
   description = "Docker Image Tag To Be Deployed"
-  default = "latest"
+  default     = "latest"
 }
 
 variable "service_name" {
diff --git a/playground/terraform/applications/backend-java/main.tf b/playground/terraform/applications/backend-java/main.tf
index f2c47011cb255..e7dc97fec4d77 100644
--- a/playground/terraform/applications/backend-java/main.tf
+++ b/playground/terraform/applications/backend-java/main.tf
@@ -18,16 +18,16 @@
 #
 
 resource "google_app_engine_flexible_app_version" "backend_app" {
-  version_id     = "v1"
-  project        = "${var.project_id}"
-  service        = "${var.service_name}"
-  runtime        = "custom"
+  version_id                = "v1"
+  project                   = var.project_id
+  service                   = var.service_name
+  runtime                   = "custom"
   delete_service_on_destroy = true
- 
- 
+
+
   liveness_check {
-    path              = "/liveness"
-    initial_delay     = "40s" 
+    path          = "/liveness"
+    initial_delay = "40s"
   }
 
   readiness_check {
@@ -44,15 +44,15 @@ resource "google_app_engine_flexible_app_version" "backend_app" {
   }
 
   env_variables = {
-     CACHE_TYPE="${var.cache_type}"
-     CACHE_ADDRESS="${var.cache_address}:6379"
-     NUM_PARALLEL_JOBS=10
-     LAUNCH_SITE = "app_engine"
+    CACHE_TYPE        = var.cache_type
+    CACHE_ADDRESS     = "${var.cache_address}:6379"
+    NUM_PARALLEL_JOBS = 10
+    LAUNCH_SITE       = "app_engine"
   }
 
   resources {
     memory_gb = 16
-    cpu = 8
+    cpu       = 8
     volumes {
       name        = "inmemory"
       size_gb     = var.volume_size
diff --git a/playground/terraform/applications/backend-java/variables.tf b/playground/terraform/applications/backend-java/variables.tf
index 62bc438b65b8b..0330aa0af6a0e 100644
--- a/playground/terraform/applications/backend-java/variables.tf
+++ b/playground/terraform/applications/backend-java/variables.tf
@@ -32,19 +32,19 @@ variable "docker_image_name" {
 
 variable "docker_image_tag" {
   description = "Docker Image Tag To Be Deployed"
-  default = "latest"
+  default     = "latest"
 }
 
 variable "memory_size" {
   description = "RAM in GB. The requested memory for the application"
-  type = number
-  default = 2
+  type        = number
+  default     = 2
 }
 
 variable "volume_size" {
   description = "Size of the in memory file system to be used by the application, in GB"
-  type = number
-  default = 1
+  type        = number
+  default     = 1
 }
 
 variable "service_name" {
diff --git a/playground/terraform/applications/backend-python/main.tf b/playground/terraform/applications/backend-python/main.tf
index 73ed1701a1c3c..e4d71db4047ac 100644
--- a/playground/terraform/applications/backend-python/main.tf
+++ b/playground/terraform/applications/backend-python/main.tf
@@ -18,24 +18,26 @@
 #
 
 resource "google_app_engine_flexible_app_version" "backend_app_python" {
-  version_id = "v1"
-  project    = "${var.project_id}"
-  service    = "${var.service_name}"
-  runtime    = "custom"
+  version_id                = "v1"
+  project                   = var.project_id
+  service                   = var.service_name
+  runtime                   = "custom"
   delete_service_on_destroy = true
 
   liveness_check {
-    path = ""
+    path          = "/liveness"
+    initial_delay = "40s"
   }
 
   readiness_check {
     path = "/readiness"
   }
 
+
   automatic_scaling {
     max_total_instances = 7
     min_total_instances = 2
-    cool_down_period = "120s"
+    cool_down_period    = "120s"
     cpu_utilization {
       target_utilization = 0.7
     }
@@ -43,14 +45,14 @@ resource "google_app_engine_flexible_app_version" "backend_app_python" {
 
   resources {
     memory_gb = 16
-    cpu = 8
+    cpu       = 8
   }
 
   env_variables = {
-     CACHE_TYPE="${var.cache_type}"
-     CACHE_ADDRESS="${var.cache_address}:6379"
-     NUM_PARALLEL_JOBS=70
-     LAUNCH_SITE = "app_engine"
+    CACHE_TYPE        = var.cache_type
+    CACHE_ADDRESS     = "${var.cache_address}:6379"
+    NUM_PARALLEL_JOBS = 70
+    LAUNCH_SITE       = "app_engine"
   }
 
   deployment {
diff --git a/playground/terraform/applications/backend-python/variables.tf b/playground/terraform/applications/backend-python/variables.tf
index 4a309e47c9a58..518f20b14b785 100644
--- a/playground/terraform/applications/backend-python/variables.tf
+++ b/playground/terraform/applications/backend-python/variables.tf
@@ -27,12 +27,12 @@ variable "docker_registry_address" {
 
 variable "docker_image_name" {
   description = "Docker Image Name To Be Deployed"
-  default = "beam_playground-backend-python"
+  default     = "beam_playground-backend-python"
 }
 
 variable "docker_image_tag" {
   description = "Docker Image Tag To Be Deployed"
-  default = "latest"
+  default     = "latest"
 }
 
 variable "service_name" {
diff --git a/playground/terraform/applications/backend-router/main.tf b/playground/terraform/applications/backend-router/main.tf
index 92cc652bfd9d9..7227b4b4367b2 100644
--- a/playground/terraform/applications/backend-router/main.tf
+++ b/playground/terraform/applications/backend-router/main.tf
@@ -18,14 +18,15 @@
 #
 
 resource "google_app_engine_flexible_app_version" "backend_app_router" {
-  version_id = "v1"
-  project    = "${var.project_id}"
-  service    = "${var.service_name}"
-  runtime    = "custom"
+  version_id                = "v1"
+  project                   = var.project_id
+  service                   = var.service_name
+  runtime                   = "custom"
   delete_service_on_destroy = true
 
   liveness_check {
-    path = ""
+    path          = "/liveness"
+    initial_delay = "40s"
   }
 
   readiness_check {
@@ -34,7 +35,7 @@ resource "google_app_engine_flexible_app_version" "backend_app_router" {
 
   automatic_scaling {
     max_total_instances = 3
-    min_total_instances = 2
+    min_total_instances = 1
     cool_down_period = "120s"
     cpu_utilization {
       target_utilization = 0.7
@@ -42,17 +43,14 @@ resource "google_app_engine_flexible_app_version" "backend_app_router" {
   }
 
   resources {
-    memory_gb = 16
-    cpu = 8
+    memory_gb = 4
+    cpu       = 2
   }
 
   env_variables = {
-     CACHE_TYPE="${var.cache_type}"
-     CACHE_ADDRESS="${var.cache_address}:6379"
-     NUM_PARALLEL_JOBS=30
-     LAUNCH_SITE = "app_engine"
-     PIPELINE_EXPIRATION_TIMEOUT = "5m"
-     KEY_EXPIRATION_TIME = "7m"
+    CACHE_TYPE        = var.cache_type
+    CACHE_ADDRESS     = "${var.cache_address}:6379"
+    LAUNCH_SITE = "app_engine"
   }
 
   deployment {
diff --git a/playground/terraform/applications/backend-router/variables.tf b/playground/terraform/applications/backend-router/variables.tf
index 8211843dd7c82..37f693569cd89 100644
--- a/playground/terraform/applications/backend-router/variables.tf
+++ b/playground/terraform/applications/backend-router/variables.tf
@@ -32,7 +32,7 @@ variable "docker_image_name" {
 
 variable "docker_image_tag" {
   description = "Docker Image Tag To Be Deployed"
-  default = "latest"
+  default     = "latest"
 }
 
 variable "service_name" {
diff --git a/playground/terraform/applications/frontend/main.tf b/playground/terraform/applications/frontend/main.tf
index d8549d62f69b4..91f75b6dac44d 100644
--- a/playground/terraform/applications/frontend/main.tf
+++ b/playground/terraform/applications/frontend/main.tf
@@ -18,10 +18,10 @@
 #
 
 resource "google_app_engine_flexible_app_version" "frontend_app" {
-  version_id = "v1"
-  project    = "${var.project_id}"
-  service    = "${var.service_name}"
-  runtime    = "custom"
+  version_id                = "v1"
+  project                   = var.project_id
+  service                   = var.service_name
+  runtime                   = "custom"
   delete_service_on_destroy = true
 
   liveness_check {
diff --git a/playground/terraform/applications/frontend/variables.tf b/playground/terraform/applications/frontend/variables.tf
index 1e5b2a27b175c..20317903651ef 100644
--- a/playground/terraform/applications/frontend/variables.tf
+++ b/playground/terraform/applications/frontend/variables.tf
@@ -32,7 +32,7 @@ variable "docker_image_name" {
 
 variable "docker_image_tag" {
   description = "Docker Image Tag To Be Deployed"
-  default = "latest"
+  default     = "latest"
 }
 
 variable "service_name" {
diff --git a/playground/terraform/infrastructure/README.md b/playground/terraform/infrastructure/README.md
new file mode 100644
index 0000000000000..90a522316b445
--- /dev/null
+++ b/playground/terraform/infrastructure/README.md
@@ -0,0 +1,70 @@
+<!--
+    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.
+-->
+
+# Overview
+
+This directory provisions required infrastructure for the application.
+
+# Requirements
+
+See [playground/README.md](../README.md) for a list of the requirements
+prior to following these instructions.
+
+# Usage
+
+## Terraform init
+
+Follow conventional terraform workflow to build this solution.
+You will be prompted for required variables.
+Alternatively, you may create a `vars.tfvars` file and
+apply the `-var-file=vars.tfvars` flag.
+
+Initialize the terraform environment.
+
+```
+terraform init
+```
+
+## Terraform plan
+
+Plan the terraform solution.
+
+```
+terraform plan
+```
+
+or
+
+```
+terraform plan -var-file=vars.tfvars
+```
+
+## Terraform apply
+
+Apply the terraform solution.
+
+```
+terraform apply
+```
+
+or
+
+```
+terraform apply -var-file=vars.tfvars
+```
\ No newline at end of file
diff --git a/playground/terraform/modules/artifact_registry/main.tf b/playground/terraform/infrastructure/artifact_registry/main.tf
similarity index 79%
rename from playground/terraform/modules/artifact_registry/main.tf
rename to playground/terraform/infrastructure/artifact_registry/main.tf
index 6bbdf53462d41..d790f9d5a8282 100644
--- a/playground/terraform/modules/artifact_registry/main.tf
+++ b/playground/terraform/infrastructure/artifact_registry/main.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -19,11 +18,12 @@
 #
 
 resource "google_artifact_registry_repository" "playground_repo" {
+  // TODO: remove when generally available
   provider = google-beta
 
-  project = "${var.project_id}"
-  location = "${var.repository_location}"
-  repository_id = "${var.repository_id}"
-  description = "Playground docker repository"
-  format = "DOCKER"
+  project       = var.project_id
+  location      = var.repository_location
+  repository_id = var.repository_id
+  description   = "Playground docker repository"
+  format        = "DOCKER"
 }
diff --git a/playground/terraform/modules/artifact_registry/output.tf b/playground/terraform/infrastructure/artifact_registry/output.tf
similarity index 77%
rename from playground/terraform/modules/artifact_registry/output.tf
rename to playground/terraform/infrastructure/artifact_registry/output.tf
index 89a8af415de07..822f589b9a0e1 100644
--- a/playground/terraform/modules/artifact_registry/output.tf
+++ b/playground/terraform/infrastructure/artifact_registry/output.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -19,13 +18,13 @@
 #
 
 output "registry_name" {
-  value = "${google_artifact_registry_repository.playground_repo.name}"
+  value = google_artifact_registry_repository.playground_repo.name
 }
 
-output "regirsty_id" {
-  value = "${google_artifact_registry_repository.playground_repo.id}"
+output "registry_id" {
+  value = google_artifact_registry_repository.playground_repo.id
 }
 
 output "location" {
-  value = "${google_artifact_registry_repository.playground_repo.location}"
+  value = google_artifact_registry_repository.playground_repo.location
 }
diff --git a/playground/terraform/modules/artifact_registry/variables.tf b/playground/terraform/infrastructure/artifact_registry/variables.tf
similarity index 99%
rename from playground/terraform/modules/artifact_registry/variables.tf
rename to playground/terraform/infrastructure/artifact_registry/variables.tf
index 7dcacd864d00c..f3c450fecc45a 100644
--- a/playground/terraform/modules/artifact_registry/variables.tf
+++ b/playground/terraform/infrastructure/artifact_registry/variables.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
diff --git a/playground/terraform/modules/buckets/main.tf b/playground/terraform/infrastructure/buckets/main.tf
similarity index 70%
rename from playground/terraform/modules/buckets/main.tf
rename to playground/terraform/infrastructure/buckets/main.tf
index 4d85cf983e89b..b0f51d9f6681f 100644
--- a/playground/terraform/modules/buckets/main.tf
+++ b/playground/terraform/infrastructure/buckets/main.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -19,22 +18,21 @@
 #
 
 resource "google_storage_bucket" "examples_bucket" {
-  name          = "${var.examples_bucket_name}"
-  location      = "${var.examples_bucket_location}"
-  project       = "${var.project_id}"
-  storage_class = "${var.examples_storage_class}"
-  uniform_bucket_level_access = true
+  name          = var.examples_bucket_name
+  location      = var.examples_bucket_location
+  project       = var.project_id
+  storage_class = var.examples_storage_class
 }
 
 resource "google_storage_bucket_access_control" "public_rule" {
   bucket = google_storage_bucket.examples_bucket.name
-  role   = "VIEWER"
+  role   = "READER"
   entity = "allUsers"
 }
 
 resource "google_storage_bucket" "terraform_bucket" {
-  name          = "${var.terraform_bucket_name}"
-  location      = "${var.terraform_bucket_location}"
-  project       = "${var.project_id}"
-  storage_class = "${var.terraform_storage_class}"
+  name          = var.terraform_bucket_name
+  location      = var.terraform_bucket_location
+  project       = var.project_id
+  storage_class = var.terraform_storage_class
 }
diff --git a/playground/terraform/modules/buckets/output.tf b/playground/terraform/infrastructure/buckets/output.tf
similarity index 69%
rename from playground/terraform/modules/buckets/output.tf
rename to playground/terraform/infrastructure/buckets/output.tf
index 15a0ca88a09dc..9118f527fe667 100644
--- a/playground/terraform/modules/buckets/output.tf
+++ b/playground/terraform/infrastructure/buckets/output.tf
@@ -18,33 +18,33 @@
 #
 
 output "examples-bucket-id" {
-  value = "${google_storage_bucket.examples_bucket.id}"
+  value = google_storage_bucket.examples_bucket.id
 }
 
 output "examples-bucket-name" {
-  value = "${google_storage_bucket.examples_bucket.name}"
+  value = google_storage_bucket.examples_bucket.name
 }
 
 output "examples-bucket-project" {
-  value = "${google_storage_bucket.examples_bucket.project}"
+  value = google_storage_bucket.examples_bucket.project
 }
 
 output "examples-bucket-location" {
-  value = "${google_storage_bucket.examples_bucket.location}"
+  value = google_storage_bucket.examples_bucket.location
 }
 
 output "terraform-bucket-id" {
-  value = "${google_storage_bucket.terraform_bucket.id}"
+  value = google_storage_bucket.terraform_bucket.id
 }
 
 output "terraform-bucket-name" {
-  value = "${google_storage_bucket.terraform_bucket.name}"
+  value = google_storage_bucket.terraform_bucket.name
 }
 
 output "terraform-bucket-project" {
-  value = "${google_storage_bucket.terraform_bucket.project}"
+  value = google_storage_bucket.terraform_bucket.project
 }
 
 output "terraform-bucket-location" {
-  value = "${google_storage_bucket.terraform_bucket.location}"
+  value = google_storage_bucket.terraform_bucket.location
 }
diff --git a/playground/terraform/modules/buckets/variables.tf b/playground/terraform/infrastructure/buckets/variables.tf
similarity index 99%
rename from playground/terraform/modules/buckets/variables.tf
rename to playground/terraform/infrastructure/buckets/variables.tf
index a0aba8b76d2f8..4e256fd0dbd3b 100644
--- a/playground/terraform/modules/buckets/variables.tf
+++ b/playground/terraform/infrastructure/buckets/variables.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
diff --git a/playground/terraform/modules/gke/main.tf b/playground/terraform/infrastructure/gke/main.tf
similarity index 68%
rename from playground/terraform/modules/gke/main.tf
rename to playground/terraform/infrastructure/gke/main.tf
index bbe1862fbfac3..bdc11d1b6b29d 100644
--- a/playground/terraform/modules/gke/main.tf
+++ b/playground/terraform/infrastructure/gke/main.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -18,28 +17,24 @@
 # under the License.
 #
 
-terraform {
-  backend "gcs" {
-    bucket  = "playground_terraform"
-  }
-}
-
 resource "google_container_cluster" "playground-gke" {
-  name               = "playground-examples"
-  project            = "${var.project_id}"
-  location           = "us-central1-a"
-  initial_node_count = "${var.node_count}"
+  name               = var.name
+  project            = var.project_id
+  location           = var.location
+  initial_node_count = var.node_count
+  network            = var.network
+  subnetwork         = var.subnetwork
   node_config {
-    machine_type     = "${var.machine_type}"
-    service_account  = "${var.service_account}"
+    machine_type    = var.machine_type
+    service_account = var.service_account_email
 
-    oauth_scopes    = [
+    oauth_scopes = [
       "https://www.googleapis.com/auth/cloud-platform"
     ]
     labels = {
-      component      = "beam-playground"
+      component = "beam-playground"
     }
-    tags             = ["beam-playground"]
+    tags = ["beam-playground"]
 
   }
 }
diff --git a/playground/terraform/modules/gke/output.tf b/playground/terraform/infrastructure/gke/output.tf
similarity index 93%
rename from playground/terraform/modules/gke/output.tf
rename to playground/terraform/infrastructure/gke/output.tf
index b380083b7609e..96c5796cc1eef 100644
--- a/playground/terraform/modules/gke/output.tf
+++ b/playground/terraform/infrastructure/gke/output.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -19,5 +18,5 @@
 #
 
 output "gke_name" {
-  value = "${google_container_cluster.playground-gke.name}"
+  value = google_container_cluster.playground-gke.name
 }
diff --git a/playground/terraform/infrastructure/gke/variables.tf b/playground/terraform/infrastructure/gke/variables.tf
new file mode 100644
index 0000000000000..3d7cb491e11e1
--- /dev/null
+++ b/playground/terraform/infrastructure/gke/variables.tf
@@ -0,0 +1,54 @@
+#
+# 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.
+#
+
+variable "project_id" {
+  description = "The GCP Project ID where Playground Applications will be created"
+}
+
+variable "machine_type" {
+  description = "Node pool machine types"
+  default     = "e2-standard-4"
+}
+
+variable "node_count" {
+  description = "Node pool size"
+  default     = 1
+}
+
+variable "service_account_email" {
+  description = "Service account email"
+}
+
+variable "name" {
+  description = "Name of GKE cluster"
+  default     = "playground-examples"
+}
+
+variable "location" {
+  description = "Location of GKE cluster"
+  default     = "us-central1-a"
+}
+
+variable "network" {
+  description = "GCP network within which resources are provisioned"
+}
+
+variable "subnetwork" {
+  description = "GCP subnetwork within which resources are provisioned"
+}
diff --git a/playground/terraform/infrastructure/main.tf b/playground/terraform/infrastructure/main.tf
new file mode 100644
index 0000000000000..702bae61c1bdf
--- /dev/null
+++ b/playground/terraform/infrastructure/main.tf
@@ -0,0 +1,81 @@
+#
+# 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.
+#
+
+module "setup" {
+  source             = "./setup"
+  project_id         = var.project_id
+  region             = var.region
+  service_account_id = var.service_account_id
+}
+
+module "network" {
+  depends_on = [module.setup]
+  source     = "./network"
+  project_id = var.project_id
+  region     = var.region
+}
+
+module "buckets" {
+  depends_on                = [module.setup]
+  source                    = "./buckets"
+  project_id                = var.project_id
+  terraform_bucket_name     = var.terraform_bucket_name
+  terraform_storage_class   = var.examples_storage_class
+  terraform_bucket_location = var.terraform_bucket_location
+  examples_bucket_name      = var.examples_bucket_name
+  examples_storage_class    = var.examples_storage_class
+  examples_bucket_location  = var.examples_bucket_location
+}
+
+module "artifact_registry" {
+  depends_on          = [module.setup, module.buckets]
+  source              = "./artifact_registry"
+  project_id          = var.project_id
+  repository_id       = var.repository_id
+  repository_location = var.repository_location
+}
+
+module "memorystore" {
+  depends_on                  = [module.setup, module.artifact_registry]
+  source                      = "./memorystore"
+  project_id                  = var.project_id
+  terraform_state_bucket_name = var.terraform_bucket_name
+  redis_version               = var.redis_version
+  redis_region                = var.redis_region
+  redis_name                  = var.redis_name
+  redis_tier                  = var.redis_tier
+  redis_replica_count         = var.redis_replica_count
+  redis_memory_size_gb        = var.redis_memory_size_gb
+  read_replicas_mode          = var.read_replicas_mode
+  network                     = module.network.network
+  subnetwork                  = module.network.subnetwork
+}
+
+module "gke" {
+  depends_on            = [module.setup, module.artifact_registry, module.memorystore]
+  source                = "./gke"
+  project_id            = var.project_id
+  machine_type          = var.gke_machine_type
+  node_count            = var.gke_node_count
+  name                  = var.gke_name
+  location              = var.gke_location
+  service_account_email = module.setup.service_account_email
+  network               = module.network.network
+  subnetwork            = module.network.subnetwork
+}
diff --git a/playground/terraform/infrastructure/memorystore/main.tf b/playground/terraform/infrastructure/memorystore/main.tf
new file mode 100644
index 0000000000000..9248fa7e84c25
--- /dev/null
+++ b/playground/terraform/infrastructure/memorystore/main.tf
@@ -0,0 +1,48 @@
+#
+# 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.
+#
+
+
+data "terraform_remote_state" "remote_state_vpc" {
+  backend = "gcs"
+  config = {
+    bucket = var.terraform_state_bucket_name
+  }
+}
+
+data "google_compute_network" "default" {
+  project = var.project_id
+  name = var.network
+}
+
+# Redis for storing state of Playground application.
+# In this cache Playground instances stores pipeline's statuses, outputs and pipeline's graph
+resource "google_redis_instance" "cache" {
+  // TODO: remove when replica_count, etc is generally available
+  provider       = google-beta
+  project        = var.project_id
+  region         = var.redis_region
+  name           = var.redis_name
+  tier           = var.redis_tier
+  memory_size_gb = var.redis_memory_size_gb
+  replica_count  = var.redis_replica_count
+  redis_version      = var.redis_version
+  display_name       = var.display_name
+  read_replicas_mode = var.read_replicas_mode
+  authorized_network = data.google_compute_network.default.id
+}
diff --git a/playground/terraform/infrastructure/memorystore/variables.tf b/playground/terraform/infrastructure/memorystore/variables.tf
new file mode 100644
index 0000000000000..31c79bde11fce
--- /dev/null
+++ b/playground/terraform/infrastructure/memorystore/variables.tf
@@ -0,0 +1,77 @@
+#
+# 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.
+#
+
+variable "project_id" {
+  description = "The GCP Project ID where Playground Applications will be created"
+}
+
+variable "redis_version" {
+  description = "The GCP Project ID where Playground Applications will be created"
+  default     = "REDIS_6_X"
+}
+
+variable "terraform_state_bucket_name" {
+  description = "Bucket name for terraform state"
+  default     = "beam_playground_terraform"
+}
+
+variable "redis_region" {
+  description = "Region of Redis"
+  default     = "us-central1"
+}
+
+variable "redis_name" {
+  description = "Name of Redis"
+  default     = "playground-backend-cache"
+}
+
+variable "redis_tier" {
+  description = "Tier of Redis"
+  default     = "STANDARD_HA"
+}
+
+variable "redis_replica_count" {
+  type        = number
+  description = "Redis's replica count"
+  default     = 1
+}
+
+variable "redis_memory_size_gb" {
+  type        = number
+  description = "Size of Redis memory"
+  default     = 5
+}
+
+variable "display_name" {
+  default     = "Playground Cache"
+  description = "Display name for Redis service"
+}
+
+variable "read_replicas_mode" {
+  description = "Read replica mode. Can only be specified when trying to create the instance."
+  default     = "READ_REPLICAS_ENABLED"
+}
+
+variable "network" {
+  description = "GCP network within which resources are provisioned"
+}
+
+variable "subnetwork" {
+  description = "GCP subnetwork within which resources are provisioned"
+}
diff --git a/playground/terraform/infrastructure/network/main.tf b/playground/terraform/infrastructure/network/main.tf
new file mode 100644
index 0000000000000..f9c346b2cd077
--- /dev/null
+++ b/playground/terraform/infrastructure/network/main.tf
@@ -0,0 +1,33 @@
+#
+# 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.
+#
+
+resource "google_compute_network" "playground" {
+  project = var.project_id
+  name    = var.network_name
+  auto_create_subnetworks = false
+}
+
+resource "google_compute_subnetwork" "playground" {
+  ip_cidr_range            = var.subnetwork_cidr_range
+  name                     = var.subnetwork_name
+  network                  = google_compute_network.playground.id
+  region                   = var.region
+  project                  = var.project_id
+  private_ip_google_access = true
+}
diff --git a/playground/terraform/modules/vpc/output.tf b/playground/terraform/infrastructure/network/output.tf
similarity index 83%
rename from playground/terraform/modules/vpc/output.tf
rename to playground/terraform/infrastructure/network/output.tf
index f96d6ba499617..abaa9f9cbb6c6 100644
--- a/playground/terraform/modules/vpc/output.tf
+++ b/playground/terraform/infrastructure/network/output.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -18,10 +17,10 @@
 # under the License.
 #
 
-output "vpc_name" {
-  value = "${google_compute_network.playground_vpc.name}"
+output "network" {
+  value = google_compute_network.playground.name
 }
 
-output "vpc_id" {
-  value = "${google_compute_network.playground_vpc.id}"
+output "subnetwork" {
+  value = google_compute_subnetwork.playground.name
 }
diff --git a/playground/terraform/modules/vpc/variables.tf b/playground/terraform/infrastructure/network/variables.tf
similarity index 68%
rename from playground/terraform/modules/vpc/variables.tf
rename to playground/terraform/infrastructure/network/variables.tf
index 61fcbbd43b861..1d8e1b8063668 100644
--- a/playground/terraform/modules/vpc/variables.tf
+++ b/playground/terraform/infrastructure/network/variables.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -22,20 +21,21 @@ variable "project_id" {
   description = "The GCP Project ID where Playground Applications will be created"
 }
 
-variable "vpc_name" {
+variable "region" {
+  description = "The Google Cloud Platform (GCP) region in which to provision resources"
+}
+
+variable "network_name" {
   description = "Name of VPC to be created"
   default     = "playground-vpc"
 }
 
-variable "create_subnets" {
-  description = "Auto Create Subnets Inside VPC"
-  default = true
+variable "subnetwork_name" {
+  description = "Name of VPC to be created"
+  default     = "playground-vpc"
 }
 
-variable "mtu" {
-  description = "MTU Inside VPC"
-  default     = 1460
+variable "subnetwork_cidr_range" {
+  description = "The address range for this subnet, in CIDR notation. Use a standard private VPC network address range: for example, 10.0.0.0/9."
+  default     = "10.128.0.0/20"
 }
-
-
-
diff --git a/playground/terraform/infrastructure/provider.tf b/playground/terraform/infrastructure/provider.tf
new file mode 100644
index 0000000000000..ae8c6f0af5799
--- /dev/null
+++ b/playground/terraform/infrastructure/provider.tf
@@ -0,0 +1,33 @@
+#
+# 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.
+#
+
+provider "google" {
+  region = var.region
+  // TODO may need to run module.setup first independent of this solution and add the terraform service account as a variable
+  // This allows us to use a service account to provision resources without downloading or storing service account keys
+  #  impersonate_service_account = module.setup.terraform_service_account_email
+}
+
+// TODO: required by artifact registry and memorystore; remove when generally available
+provider "google-beta" {
+  region = var.region
+  // TODO may need to run module.setup first independent of this solution and add the terraform service account as a variable
+  // This allows us to use a service account to provision resources without downloading or storing service account keys
+  #  impersonate_service_account = module.setup.terraform_service_account_email
+}
diff --git a/playground/terraform/infrastructure/setup/iam.tf b/playground/terraform/infrastructure/setup/iam.tf
new file mode 100644
index 0000000000000..789940d0a199a
--- /dev/null
+++ b/playground/terraform/infrastructure/setup/iam.tf
@@ -0,0 +1,62 @@
+#
+# 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.
+#
+
+#resource "google_service_account" "terraform_service_account" {
+#  account_id   = "terraform"
+#  display_name = "terraform"
+#}
+#
+#resource "google_project_iam_member" "terraform_service_account_roles" {
+#  for_each = toset([
+#    // TODO: add the required roles to provision resources (not OWNER :-)!)
+#  ])
+#  role    = each.key
+#  member  = "serviceAccount:${google_service_account.terraform_service_account.email}"
+#  project = var.project_id
+#}
+#
+#resource "google_service_account_iam_binding" "terraform_service_account_token_permissions" {
+#  service_account_id = google_service_account.terraform_service_account.id
+#  members = [
+#    "user:${var.developer_account_email}" // TODO: add variable
+#  ]
+#  role    = "roles/iam.serviceAccountTokenCreator"
+#}
+
+#resource "google_service_account_iam_binding" "application_service_account_binding" {
+#  members            = [
+#    "serviceAccount:${google_service_account.terraform_service_account.email}"
+#  ]
+#  role               = "roles/iam.serviceAccountUser"
+#  service_account_id = google_service_account.playground_service_account.id
+#}
+
+resource "google_service_account" "playground_service_account" {
+  account_id   = var.service_account_id
+  display_name = var.service_account_id
+}
+
+resource "google_project_iam_member" "terraform_service_account_roles" {
+  for_each = toset([
+    "roles/container.serviceAgent",
+  ])
+  role    = each.key
+  member  = "serviceAccount:${google_service_account.playground_service_account.email}"
+  project = var.project_id
+}
\ No newline at end of file
diff --git a/playground/terraform/infrastructure/setup/output.tf b/playground/terraform/infrastructure/setup/output.tf
new file mode 100644
index 0000000000000..547bc4fe97706
--- /dev/null
+++ b/playground/terraform/infrastructure/setup/output.tf
@@ -0,0 +1,22 @@
+#
+# 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.
+#
+
+output "service_account_email" {
+  value = google_service_account.playground_service_account.email
+}
\ No newline at end of file
diff --git a/playground/terraform/infrastructure/setup/provider.tf b/playground/terraform/infrastructure/setup/provider.tf
new file mode 100644
index 0000000000000..8576aa7e94f73
--- /dev/null
+++ b/playground/terraform/infrastructure/setup/provider.tf
@@ -0,0 +1,23 @@
+#
+# 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.
+#
+
+provider "google" {
+  region  = var.region
+  project = var.project_id
+}
diff --git a/playground/terraform/modules/vpc/main.tf b/playground/terraform/infrastructure/setup/services.tf
similarity index 76%
rename from playground/terraform/modules/vpc/main.tf
rename to playground/terraform/infrastructure/setup/services.tf
index 8865276bba17a..52a3306d81db8 100644
--- a/playground/terraform/modules/vpc/main.tf
+++ b/playground/terraform/infrastructure/setup/services.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -18,9 +17,14 @@
 # under the License.
 #
 
-resource "google_compute_network" "playground_vpc" {
-  project                 = "${var.project_id}"
-  name                    = "${var.vpc_name}"
-  auto_create_subnetworks = "${var.create_subnets}"
-  mtu                     = "${var.mtu}"
+resource "google_project_service" "required_services" {
+  for_each = toset([
+    "artifactregistry",
+    "compute",
+    "container",
+    "redis",
+  ])
+  service            = "${each.key}.googleapis.com"
+  disable_on_destroy = false
 }
+
diff --git a/playground/terraform/modules/gke/variables.tf b/playground/terraform/infrastructure/setup/variables.tf
similarity index 79%
rename from playground/terraform/modules/gke/variables.tf
rename to playground/terraform/infrastructure/setup/variables.tf
index 379f703e8fea8..8271fde897f9f 100644
--- a/playground/terraform/modules/gke/variables.tf
+++ b/playground/terraform/infrastructure/setup/variables.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -22,16 +21,10 @@ variable "project_id" {
   description = "The GCP Project ID where Playground Applications will be created"
 }
 
-variable "machine_type" {
-  description = "Node pool machine types"
-  default = "e2-standard-4"
-}
-
-variable "node_count" {
-  description = "Node pool size"
-  default = 1
+variable "region" {
+  description = "The GCP region within which we provision resources"
 }
 
-variable "service_account" {
-  description = "Service account email"
+variable "service_account_id" {
+  description = "Service account ID"
 }
diff --git a/playground/terraform/infrastructure/variables.tf b/playground/terraform/infrastructure/variables.tf
new file mode 100644
index 0000000000000..217e778c06e2a
--- /dev/null
+++ b/playground/terraform/infrastructure/variables.tf
@@ -0,0 +1,165 @@
+#
+# 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.
+#
+
+variable "project_id" {
+  description = "The GCP Project ID where Playground Applications will be created"
+}
+
+variable "region" {
+  description = "The GCP region within which we provision resources"
+  default     = "us-central1"
+}
+
+#IAM
+
+variable "service_account_id" {
+  description = "Service account ID"
+  default     = "beam-playground"
+}
+
+#GCS
+
+variable "examples_bucket_name" {
+  description = "Name of Bucket to Store Playground Examples"
+  default     = "playground-examples"
+}
+
+variable "examples_bucket_location" {
+  description = "Location of Playground Examples Bucket"
+  default     = "US"
+}
+
+variable "examples_storage_class" {
+  description = "Examples Bucket Storage Class"
+  default     = "STANDARD"
+}
+
+variable "terraform_bucket_name" {
+  description = "Name of Bucket to Store Terraform States"
+  default     = "playground_terraform"
+}
+
+variable "terraform_bucket_location" {
+  description = "Location of Playground Examples Bucket"
+  default     = "US"
+}
+
+variable "terraform_storage_class" {
+  description = "Terraform Bucket Storage Class"
+  default     = "STANDARD"
+}
+
+# Artifact Registry
+
+variable "repository_id" {
+  description = "ID of Artifact Registry"
+  default     = "playground-repository"
+}
+
+variable "repository_location" {
+  description = "Location of Artifact Registry"
+  default     = "us-central1"
+}
+
+variable "service_account" {
+  description = "Service account id"
+  default     = "service-account-playground"
+}
+
+#Redis
+
+variable "redis_version" {
+  description = "The GCP Project ID where Playground Applications will be created"
+  default     = "REDIS_6_X"
+}
+
+variable "terraform_state_bucket_name" {
+  description = "Bucket name for terraform state"
+  default     = "beam_playground_terraform"
+}
+
+variable "redis_region" {
+  description = "Region of Redis"
+  default     = "us-central1"
+}
+
+variable "redis_name" {
+  description = "Name of Redis"
+  default     = "playground-backend-cache"
+}
+
+variable "redis_tier" {
+  description = "Tier of Redis"
+  default     = "STANDARD_HA"
+}
+
+variable "redis_replica_count" {
+  description = "Redis's replica count"
+  default     = 1
+}
+
+variable "redis_memory_size_gb" {
+  description = "Size of Redis memory"
+  default     = 5
+}
+
+variable "read_replicas_mode" {
+  description = "Read replica mode. Can only be specified when trying to create the instance."
+  default     = "READ_REPLICAS_ENABLED"
+}
+
+#VPC
+
+variable "vpc_name" {
+  description = "Name of VPC to be created"
+  default     = "playground-vpc"
+}
+
+variable "create_subnets" {
+  description = "Auto Create Subnets Inside VPC"
+  default     = true
+}
+
+variable "mtu" {
+  description = "MTU Inside VPC"
+  default     = 1460
+}
+
+# GKE
+
+
+variable "gke_machine_type" {
+  description = "Node pool machine types"
+  default     = "e2-standard-4"
+}
+
+variable "gke_node_count" {
+  description = "Node pool size"
+  default     = 1
+}
+
+variable "gke_name" {
+  description = "Name of GKE cluster"
+  default     = "playground-examples"
+}
+
+variable "gke_location" {
+  description = "Location of GKE cluster"
+  default     = "us-central1-a"
+}
diff --git a/playground/terraform/provider.tf b/playground/terraform/provider.tf
index 0d212f5f00791..3227ce52fed54 100644
--- a/playground/terraform/provider.tf
+++ b/playground/terraform/provider.tf
@@ -1,4 +1,3 @@
-
 #
 # Licensed to the Apache Software Foundation (ASF) under one
 # or more contributor license agreements.  See the NOTICE file
@@ -19,8 +18,9 @@
 #
 
 provider "google" {
-  region      = "us-central"
+  region = "us-central"
 }
+# TODO Please remove it when all resources are available in the stable version
 provider "google-beta" {
-  region      = "us-central"
+  region = "us-central"
 }

From 615b4eb129000e5ce84b6c6a5ae5da3d25ef4db0 Mon Sep 17 00:00:00 2001
From: Aydar Farrakhov <stranniknm@gmail.com>
Date: Tue, 22 Feb 2022 21:05:53 +0300
Subject: [PATCH 11/61] Merge pull request #16732 from [BEAM-13825]
 [Playground] updated click_run and run_time events with correct label

* [BEAM-13825] updated click_run and run_time events with correct label

* [BEAM-13825] fix showing output header
---
 playground/frontend/lib/l10n/app_en.arb       |  4 ---
 .../modules/analytics/analytics_service.dart  |  4 +--
 .../lib/modules/output/components/output.dart |  2 +-
 .../components/embedded_appbar_title.dart     | 14 ++++++----
 .../components/editor_textarea_wrapper.dart   | 11 ++++++--
 .../playground/states/playground_state.dart   | 16 ++++++-----
 .../frontend/lib/utils/analytics_utils.dart   | 28 +++++++++++++++++++
 7 files changed, 56 insertions(+), 23 deletions(-)
 create mode 100644 playground/frontend/lib/utils/analytics_utils.dart

diff --git a/playground/frontend/lib/l10n/app_en.arb b/playground/frontend/lib/l10n/app_en.arb
index df18234b71dd1..8b85370a5e807 100644
--- a/playground/frontend/lib/l10n/app_en.arb
+++ b/playground/frontend/lib/l10n/app_en.arb
@@ -27,10 +27,6 @@
   "@cancelExecution": {
     "description": "Title for the cancel execution notification"
   },
-  "unknownExample": "Unknown Example",
-  "@unknownExample": {
-    "description": "Unknown example text part"
-  },
   "log": "Log",
   "@log": {
     "description": "Title for the log section"
diff --git a/playground/frontend/lib/modules/analytics/analytics_service.dart b/playground/frontend/lib/modules/analytics/analytics_service.dart
index 4d6d0c7f6ed11..7c4911e52a466 100644
--- a/playground/frontend/lib/modules/analytics/analytics_service.dart
+++ b/playground/frontend/lib/modules/analytics/analytics_service.dart
@@ -91,11 +91,11 @@ class AnalyticsService {
     safeSendEvent(kFeedbackCategory, kClickReportIssueEvent);
   }
 
-  void trackClickRunEvent(ExampleModel? example) {
+  void trackClickRunEvent(String exampleName) {
     safeSendEvent(
       kRunCodeCategory,
       kClickRunEvent,
-      label: example?.path ?? '',
+      label: exampleName,
     );
   }
 
diff --git a/playground/frontend/lib/modules/output/components/output.dart b/playground/frontend/lib/modules/output/components/output.dart
index e3d6a5c98993c..0cbf7e311d524 100644
--- a/playground/frontend/lib/modules/output/components/output.dart
+++ b/playground/frontend/lib/modules/output/components/output.dart
@@ -64,7 +64,7 @@ class _OutputState extends State<Output> with SingleTickerProviderStateMixin {
       children: [
         OutputHeader(
           tabController: tabController,
-          showOutputPlacements: widget.isEmbedded,
+          showOutputPlacements: !widget.isEmbedded,
           showGraph: widget.showGraph,
         ),
         Expanded(
diff --git a/playground/frontend/lib/pages/embedded_playground/components/embedded_appbar_title.dart b/playground/frontend/lib/pages/embedded_playground/components/embedded_appbar_title.dart
index 07ad337f1574b..703f765c62091 100644
--- a/playground/frontend/lib/pages/embedded_playground/components/embedded_appbar_title.dart
+++ b/playground/frontend/lib/pages/embedded_playground/components/embedded_appbar_title.dart
@@ -26,8 +26,8 @@ import 'package:playground/constants/sizes.dart';
 import 'package:playground/modules/analytics/analytics_service.dart';
 import 'package:playground/modules/editor/components/run_button.dart';
 import 'package:playground/modules/notifications/components/notification.dart';
-import 'package:playground/modules/sdk/models/sdk.dart';
 import 'package:playground/pages/playground/states/playground_state.dart';
+import 'package:playground/utils/analytics_utils.dart';
 import 'package:provider/provider.dart';
 
 class EmbeddedAppBarTitle extends StatelessWidget {
@@ -53,18 +53,20 @@ class EmbeddedAppBarTitle extends StatelessWidget {
             },
             runCode: () {
               final stopwatch = Stopwatch()..start();
+              final exampleName = getAnalyticsExampleName(
+                state.selectedExample,
+                state.isExampleChanged,
+                state.sdk,
+              );
               state.runCode(
                 onFinish: () {
                   AnalyticsService.get(context).trackRunTimeEvent(
-                    state.selectedExample?.path ??
-                        '${AppLocalizations.of(context)!.unknownExample}, sdk ${state.sdk.displayName}',
+                    exampleName,
                     stopwatch.elapsedMilliseconds,
                   );
                 },
               );
-              AnalyticsService.get(context).trackClickRunEvent(
-                state.selectedExample,
-              );
+              AnalyticsService.get(context).trackClickRunEvent(exampleName);
             },
           ),
           const ToggleThemeIconButton(),
diff --git a/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart b/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart
index c7182ddcefc43..52ab98fff3672 100644
--- a/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart
+++ b/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart
@@ -27,6 +27,7 @@ import 'package:playground/modules/examples/models/example_model.dart';
 import 'package:playground/modules/notifications/components/notification.dart';
 import 'package:playground/modules/sdk/models/sdk.dart';
 import 'package:playground/pages/playground/states/playground_state.dart';
+import 'package:playground/utils/analytics_utils.dart';
 import 'package:provider/provider.dart';
 
 class CodeTextAreaWrapper extends StatelessWidget {
@@ -86,17 +87,21 @@ class CodeTextAreaWrapper extends StatelessWidget {
                           AnalyticsService analyticsService =
                               AnalyticsService.get(context);
                           final stopwatch = Stopwatch()..start();
+                          final exampleName = getAnalyticsExampleName(
+                            state.selectedExample,
+                            state.isExampleChanged,
+                            state.sdk,
+                          );
                           state.runCode(
                             onFinish: () {
                               analyticsService.trackRunTimeEvent(
-                                state.selectedExample?.path ??
-                                    '${AppLocalizations.of(context)!.unknownExample}, sdk ${state.sdk.displayName}',
+                                exampleName,
                                 stopwatch.elapsedMilliseconds,
                               );
                             },
                           );
                           AnalyticsService.get(context)
-                              .trackClickRunEvent(state.selectedExample);
+                              .trackClickRunEvent(exampleName);
                         },
                       ),
                     ],
diff --git a/playground/frontend/lib/pages/playground/states/playground_state.dart b/playground/frontend/lib/pages/playground/states/playground_state.dart
index 8d08e2fc91122..22f94849afe2a 100644
--- a/playground/frontend/lib/pages/playground/states/playground_state.dart
+++ b/playground/frontend/lib/pages/playground/states/playground_state.dart
@@ -79,6 +79,14 @@ class PlaygroundState with ChangeNotifier {
 
   Stream<int>? get executionTime => _executionTime?.stream;
 
+  bool get isExampleChanged {
+    return selectedExample?.source != source || _arePipelineOptionsChanges;
+  }
+
+  bool get _arePipelineOptionsChanges {
+    return pipelineOptions != (_selectedExample?.pipelineOptions ?? '');
+  }
+
   bool get graphAvailable =>
       selectedExample?.type != ExampleType.test &&
       [SDK.java, SDK.python].contains(sdk);
@@ -139,9 +147,7 @@ class PlaygroundState with ChangeNotifier {
     }
     _executionTime?.close();
     _executionTime = _createExecutionTimeStream();
-    if (_selectedExample?.source == source &&
-        _selectedExample?.outputs != null &&
-        !_arePipelineOptionsChanges) {
+    if (!isExampleChanged && _selectedExample?.outputs != null) {
       _showPrecompiledResult();
     } else {
       final request = RunCodeRequestWrapper(
@@ -177,10 +183,6 @@ class PlaygroundState with ChangeNotifier {
     notifyListeners();
   }
 
-  bool get _arePipelineOptionsChanges {
-    return pipelineOptions != (_selectedExample?.pipelineOptions ?? '');
-  }
-
   _showPrecompiledResult() async {
     _result = RunCodeResult(
       status: RunCodeStatus.preparation,
diff --git a/playground/frontend/lib/utils/analytics_utils.dart b/playground/frontend/lib/utils/analytics_utils.dart
new file mode 100644
index 0000000000000..a9c2081cbea9c
--- /dev/null
+++ b/playground/frontend/lib/utils/analytics_utils.dart
@@ -0,0 +1,28 @@
+/*
+ * 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.
+ */
+
+import 'package:playground/modules/examples/models/example_model.dart';
+import 'package:playground/modules/sdk/models/sdk.dart';
+
+String getAnalyticsExampleName(ExampleModel? example, bool isExampleChanged, SDK sdk) {
+  final customCodeName = 'Custom code, sdk ${sdk.displayName}';
+  if (isExampleChanged) {
+    return customCodeName;
+  }
+  return example?.path ?? customCodeName;
+}

From c68ade15a76a10884a30bda29243324352a1d0f0 Mon Sep 17 00:00:00 2001
From: "daria.malkova" <daria.malkova@akvelon.com>
Date: Tue, 22 Feb 2022 21:09:47 +0300
Subject: [PATCH 12/61] Merge pull request #16683 from [BEAM-13713][Playground]
 Java graph extraction

* Add preparer for graph saving

* add goroutine to read graph file

* Update playground/backend/internal/code_processing/code_processing.go

Co-authored-by: Artur Khanin <artur.khanin@akvelon.com>

* Update playground/backend/internal/preparers/python_preparers.go

Co-authored-by: Artur Khanin <artur.khanin@akvelon.com>

* fix comments

* fix comments

* Add graph extraction for java pipelint

* fix comments

* make Wrap method not public

* graph

* move method GetPreparers to avoid cycle dependencies

* move method GetValidators to avoid cycle dependencies

* fix merge

* fix bug with pipeline.run place

Co-authored-by: Artur Khanin <artur.khanin@akvelon.com>
Co-authored-by: Ilya Kozyrev <ilya.kozyrev@akvelon.com>
---
 .../code_processing/code_processing.go        |  4 +-
 playground/backend/internal/fs_tool/fs.go     |  1 +
 .../backend/internal/fs_tool/fs_test.go       |  4 +
 .../backend/internal/fs_tool/go_fs_test.go    |  2 +
 .../backend/internal/fs_tool/java_fs_test.go  |  2 +
 .../internal/fs_tool/lc_constructor.go        |  5 ++
 .../internal/fs_tool/python_fs_test.go        |  2 +
 .../internal/preparers/java_preparers.go      | 66 +++++++++++++++-
 .../internal/preparers/java_preparers_test.go | 51 +++++++++++-
 .../internal/preparers/python_preparers.go    |  1 -
 .../setup_tools/builder/setup_builder.go      |  3 +-
 .../setup_tools/builder/setup_builder_test.go |  3 +-
 .../life_cycle/life_cycle_setuper.go          |  3 +
 .../life_cycle/life_cycle_setuper_test.go     |  2 +
 .../internal/utils/preparares_utils.go        |  6 +-
 .../internal/utils/validators_utils.go        | 40 ----------
 .../internal/utils/validators_utils_test.go   | 79 -------------------
 .../backend/internal/validators/validator.go  | 23 ++++++
 .../internal/validators/validator_test.go     | 58 ++++++++++++++
 19 files changed, 222 insertions(+), 133 deletions(-)
 delete mode 100644 playground/backend/internal/utils/validators_utils.go
 delete mode 100644 playground/backend/internal/utils/validators_utils_test.go

diff --git a/playground/backend/internal/code_processing/code_processing.go b/playground/backend/internal/code_processing/code_processing.go
index 88baac8a59294..e39e1a39b553c 100644
--- a/playground/backend/internal/code_processing/code_processing.go
+++ b/playground/backend/internal/code_processing/code_processing.go
@@ -23,7 +23,6 @@ import (
 	"beam.apache.org/playground/backend/internal/executors"
 	"beam.apache.org/playground/backend/internal/fs_tool"
 	"beam.apache.org/playground/backend/internal/logger"
-	"beam.apache.org/playground/backend/internal/preparers"
 	"beam.apache.org/playground/backend/internal/setup_tools/builder"
 	"beam.apache.org/playground/backend/internal/streaming"
 	"beam.apache.org/playground/backend/internal/utils"
@@ -35,7 +34,6 @@ import (
 	"io"
 	"os"
 	"os/exec"
-	"path/filepath"
 	"reflect"
 	"sync"
 	"time"
@@ -114,7 +112,7 @@ func runStep(ctx context.Context, cacheService cache.Cache, paths *fs_tool.LifeC
 	var runError bytes.Buffer
 	runOutput := streaming.RunOutputWriter{Ctx: pipelineLifeCycleCtx, CacheService: cacheService, PipelineId: pipelineId}
 	go readLogFile(pipelineLifeCycleCtx, ctx, cacheService, paths.AbsoluteLogFilePath, pipelineId, stopReadLogsChannel, finishReadLogsChannel)
-	go readGraphFile(pipelineLifeCycleCtx, ctx, cacheService, filepath.Join(paths.AbsoluteBaseFolderPath, preparers.GraphFileName), pipelineId)
+	go readGraphFile(pipelineLifeCycleCtx, ctx, cacheService, paths.AbsoluteGraphFilePath, pipelineId)
 
 	if sdkEnv.ApacheBeamSdk == pb.Sdk_SDK_GO {
 		// For go SDK all logs are placed to stdErr.
diff --git a/playground/backend/internal/fs_tool/fs.go b/playground/backend/internal/fs_tool/fs.go
index 0cea7c57eada3..b0984279d7f87 100644
--- a/playground/backend/internal/fs_tool/fs.go
+++ b/playground/backend/internal/fs_tool/fs.go
@@ -40,6 +40,7 @@ type LifeCyclePaths struct {
 	AbsoluteExecutableFilePath       string // /path/to/workingDir/pipelinesFolder/{pipelineId}/bin/{pipelineId}.{executableFileExtension}
 	AbsoluteBaseFolderPath           string // /path/to/workingDir/pipelinesFolder/{pipelineId}
 	AbsoluteLogFilePath              string // /path/to/workingDir/pipelinesFolder/{pipelineId}/logs.log
+	AbsoluteGraphFilePath            string // /path/to/workingDir/pipelinesFolder/{pipelineId}/graph.dot
 	ProjectDir                       string // /path/to/workingDir/
 	ExecutableName                   func(string) (string, error)
 }
diff --git a/playground/backend/internal/fs_tool/fs_test.go b/playground/backend/internal/fs_tool/fs_test.go
index 0379466e222e8..8ff4b0d456e2b 100644
--- a/playground/backend/internal/fs_tool/fs_test.go
+++ b/playground/backend/internal/fs_tool/fs_test.go
@@ -17,6 +17,7 @@ package fs_tool
 
 import (
 	pb "beam.apache.org/playground/backend/internal/api/v1"
+	"beam.apache.org/playground/backend/internal/utils"
 	"fmt"
 	"github.com/google/uuid"
 	"os"
@@ -294,6 +295,7 @@ func TestNewLifeCycle(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(execFileFolder, fmt.Sprintf("%s%s", pipelineId.String(), javaCompiledFileExtension)),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 				},
 			},
 		},
@@ -315,6 +317,7 @@ func TestNewLifeCycle(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(execFileFolder, fmt.Sprintf("%s%s", pipelineId.String(), goExecutableFileExtension)),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 				},
 			},
 		},
@@ -336,6 +339,7 @@ func TestNewLifeCycle(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(baseFileFolder, fmt.Sprintf("%s%s", pipelineId.String(), pythonExecutableFileExtension)),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 				},
 			},
 		},
diff --git a/playground/backend/internal/fs_tool/go_fs_test.go b/playground/backend/internal/fs_tool/go_fs_test.go
index 55dbf968b3e9f..a0211751d16ca 100644
--- a/playground/backend/internal/fs_tool/go_fs_test.go
+++ b/playground/backend/internal/fs_tool/go_fs_test.go
@@ -16,6 +16,7 @@
 package fs_tool
 
 import (
+	"beam.apache.org/playground/backend/internal/utils"
 	"github.com/google/uuid"
 	"path/filepath"
 	"reflect"
@@ -57,6 +58,7 @@ func Test_newGoLifeCycle(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(binFileFolder, pipelineId.String()+goExecutableFileExtension),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 				},
 			},
 		},
diff --git a/playground/backend/internal/fs_tool/java_fs_test.go b/playground/backend/internal/fs_tool/java_fs_test.go
index d0d9aa72b369f..d51e7c0318465 100644
--- a/playground/backend/internal/fs_tool/java_fs_test.go
+++ b/playground/backend/internal/fs_tool/java_fs_test.go
@@ -16,6 +16,7 @@
 package fs_tool
 
 import (
+	"beam.apache.org/playground/backend/internal/utils"
 	"github.com/google/uuid"
 	"os"
 	"path/filepath"
@@ -58,6 +59,7 @@ func Test_newJavaLifeCycle(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(binFileFolder, pipelineId.String()+javaCompiledFileExtension),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 					ExecutableName:                   executableName,
 				},
 			},
diff --git a/playground/backend/internal/fs_tool/lc_constructor.go b/playground/backend/internal/fs_tool/lc_constructor.go
index 097c554147c4d..a33f07b5633f5 100644
--- a/playground/backend/internal/fs_tool/lc_constructor.go
+++ b/playground/backend/internal/fs_tool/lc_constructor.go
@@ -16,6 +16,7 @@
 package fs_tool
 
 import (
+	"beam.apache.org/playground/backend/internal/utils"
 	"github.com/google/uuid"
 	"path/filepath"
 )
@@ -39,6 +40,7 @@ func newCompilingLifeCycle(pipelineId uuid.UUID, pipelinesFolder, sourceFileExte
 	absExecFilePath, _ := filepath.Abs(filepath.Join(absExecFileFolderPath, execFileName))
 	absBaseFolderPath, _ := filepath.Abs(baseFileFolder)
 	absLogFilePath, _ := filepath.Abs(filepath.Join(absBaseFolderPath, logFileName))
+	absGraphFilePath, _ := filepath.Abs(filepath.Join(absBaseFolderPath, utils.GraphFileName))
 
 	return &LifeCycle{
 		folderGlobs: []string{baseFileFolder, srcFileFolder, binFileFolder},
@@ -51,6 +53,7 @@ func newCompilingLifeCycle(pipelineId uuid.UUID, pipelinesFolder, sourceFileExte
 			AbsoluteExecutableFilePath:       absExecFilePath,
 			AbsoluteBaseFolderPath:           absBaseFolderPath,
 			AbsoluteLogFilePath:              absLogFilePath,
+			AbsoluteGraphFilePath:            absGraphFilePath,
 		},
 	}
 }
@@ -63,6 +66,7 @@ func newInterpretedLifeCycle(pipelineId uuid.UUID, pipelinesFolder, sourceFileEx
 	absFileFolderPath, _ := filepath.Abs(sourceFileFolder)
 	absFilePath, _ := filepath.Abs(filepath.Join(absFileFolderPath, fileName))
 	absLogFilePath, _ := filepath.Abs(filepath.Join(absFileFolderPath, logFileName))
+	absGraphFilePath, _ := filepath.Abs(filepath.Join(absFileFolderPath, utils.GraphFileName))
 
 	return &LifeCycle{
 		folderGlobs: []string{sourceFileFolder},
@@ -75,6 +79,7 @@ func newInterpretedLifeCycle(pipelineId uuid.UUID, pipelinesFolder, sourceFileEx
 			AbsoluteExecutableFilePath:       absFilePath,
 			AbsoluteBaseFolderPath:           absFileFolderPath,
 			AbsoluteLogFilePath:              absLogFilePath,
+			AbsoluteGraphFilePath:            absGraphFilePath,
 		},
 	}
 }
diff --git a/playground/backend/internal/fs_tool/python_fs_test.go b/playground/backend/internal/fs_tool/python_fs_test.go
index 628722cb8470a..98ee39e9805d6 100644
--- a/playground/backend/internal/fs_tool/python_fs_test.go
+++ b/playground/backend/internal/fs_tool/python_fs_test.go
@@ -16,6 +16,7 @@
 package fs_tool
 
 import (
+	"beam.apache.org/playground/backend/internal/utils"
 	"github.com/google/uuid"
 	"path/filepath"
 	"reflect"
@@ -55,6 +56,7 @@ func Test_newPythonLifeCycle(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(baseFileFolder, pipelineId.String()+pythonExecutableFileExtension),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 				},
 			},
 		},
diff --git a/playground/backend/internal/preparers/java_preparers.go b/playground/backend/internal/preparers/java_preparers.go
index 881afe039f573..e42d53f8b43b0 100644
--- a/playground/backend/internal/preparers/java_preparers.go
+++ b/playground/backend/internal/preparers/java_preparers.go
@@ -21,6 +21,7 @@ import (
 	"bufio"
 	"fmt"
 	"io"
+	"io/ioutil"
 	"os"
 	"regexp"
 	"strings"
@@ -35,6 +36,14 @@ const (
 	pathSeparatorPattern              = os.PathSeparator
 	tmpFileSuffix                     = "tmp"
 	javaPublicClassNamePattern        = "public class (.*?) [{|implements(.*)]"
+	pipelineNamePattern               = `Pipeline\s([A-z|0-9_]*)\s=\sPipeline\.create`
+	graphSavePattern                  = "String dotString = org.apache.beam.runners.core.construction.renderer.PipelineDotRenderer.toDotString(%s);\n" +
+		"    try (java.io.PrintWriter out = new java.io.PrintWriter(\"%s\")) {\n      " +
+		"		out.println(dotString);\n    " +
+		"	} catch (java.io.FileNotFoundException e) {\n" +
+		"      e.printStackTrace();\n    " +
+		"\n}\n"
+	graphRunPattern = "(.*%s.run.*;)"
 )
 
 //JavaPreparersBuilder facet of PreparersBuilder
@@ -87,12 +96,48 @@ func (builder *JavaPreparersBuilder) WithFileNameChanger() *JavaPreparersBuilder
 	return builder
 }
 
+//WithGraphHandler adds code to save the graph
+func (builder *JavaPreparersBuilder) WithGraphHandler() *JavaPreparersBuilder {
+	graphCodeAdder := Preparer{
+		Prepare: addCodeToSaveGraph,
+		Args:    []interface{}{builder.filePath},
+	}
+	builder.AddPreparer(graphCodeAdder)
+	return builder
+}
+
+func addCodeToSaveGraph(args ...interface{}) error {
+	filePath := args[0].(string)
+	pipelineObjectName, _ := findPipelineObjectName(filePath)
+	graphSaveCode := fmt.Sprintf(graphSavePattern, pipelineObjectName, utils.GraphFileName)
+
+	if pipelineObjectName != utils.EmptyLine {
+		reg := regexp.MustCompile(fmt.Sprintf(graphRunPattern, pipelineObjectName))
+		code, err := ioutil.ReadFile(filePath)
+		if err != nil {
+			logger.Error("Can't read file")
+			return err
+		}
+		result := reg.ReplaceAllString(string(code), fmt.Sprintf(`%s$1`, graphSaveCode))
+		if err != nil {
+			logger.Error("Can't add graph extraction code")
+			return err
+		}
+		if err = ioutil.WriteFile(filePath, []byte(result), 0666); err != nil {
+			logger.Error("Can't rewrite file %s", filePath)
+			return err
+		}
+	}
+	return nil
+}
+
 // GetJavaPreparers returns preparation methods that should be applied to Java code
 func GetJavaPreparers(builder *PreparersBuilder, isUnitTest bool, isKata bool) {
 	if !isUnitTest && !isKata {
 		builder.JavaPreparers().
 			WithPublicClassRemover().
-			WithPackageChanger()
+			WithPackageChanger().
+			WithGraphHandler()
 	}
 	if isUnitTest {
 		builder.JavaPreparers().
@@ -102,10 +147,27 @@ func GetJavaPreparers(builder *PreparersBuilder, isUnitTest bool, isKata bool) {
 	if isKata {
 		builder.JavaPreparers().
 			WithPublicClassRemover().
-			WithPackageRemover()
+			WithPackageRemover().
+			WithGraphHandler()
 	}
 }
 
+// findPipelineObjectName finds name of pipeline in JAVA code when pipeline is created
+func findPipelineObjectName(filepath string) (string, error) {
+	reg := regexp.MustCompile(pipelineNamePattern)
+	b, err := ioutil.ReadFile(filepath)
+	if err != nil {
+		return "", err
+	}
+	matches := reg.FindStringSubmatch(string(b))
+	if len(matches) > 0 {
+		return matches[1], nil
+	} else {
+		return "", nil
+	}
+
+}
+
 // replace processes file by filePath and replaces all patterns to newPattern
 func replace(args ...interface{}) error {
 	filePath := args[0].(string)
diff --git a/playground/backend/internal/preparers/java_preparers_test.go b/playground/backend/internal/preparers/java_preparers_test.go
index 23720b4444957..913cd1ce6dcba 100644
--- a/playground/backend/internal/preparers/java_preparers_test.go
+++ b/playground/backend/internal/preparers/java_preparers_test.go
@@ -102,7 +102,7 @@ func TestGetJavaPreparers(t *testing.T) {
 		{
 			name: "Test number of preparers for code",
 			args: args{"MOCK_FILEPATH", false, false},
-			want: 2,
+			want: 3,
 		},
 		{
 			name: "Test number of preparers for unit test",
@@ -112,7 +112,7 @@ func TestGetJavaPreparers(t *testing.T) {
 		{
 			name: "Test number of preparers for kata",
 			args: args{"MOCK_FILEPATH", false, true},
-			want: 2,
+			want: 3,
 		},
 	}
 	for _, tt := range tests {
@@ -171,3 +171,50 @@ func Test_changeJavaTestFileName(t *testing.T) {
 		})
 	}
 }
+
+func Test_findPipelineObjectName(t *testing.T) {
+	code := "package org.apache.beam.examples;\n\n/*\n * Licensed to the Apache Software Foundation (ASF) under one\n * or more contributor license agreements.  See the NOTICE file\n * distributed with this work for additional information\n * regarding copyright ownership.  The ASF licenses this file\n * to you under the Apache License, Version 2.0 (the\n * \"License\"); you may not use this file except in compliance\n * with the License.  You may obtain a copy of the License at\n *\n *     http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\n// beam-playground:\n//   name: Branching\n//   description: Task from katas to branch out the numbers to two different transforms, one transform\n//     is multiplying each number by 5 and the other transform is multiplying each number by 10.\n//   multifile: false\n//   categories:\n//     - Branching\n//     - Core Transforms\n\nimport static org.apache.beam.sdk.values.TypeDescriptors.integers;\n\nimport org.apache.beam.sdk.Pipeline;\nimport org.apache.beam.sdk.options.PipelineOptions;\nimport org.apache.beam.sdk.options.PipelineOptionsFactory;\nimport org.apache.beam.sdk.transforms.Create;\nimport org.apache.beam.sdk.transforms.MapElements;\nimport org.apache.beam.sdk.values.PCollection;\nimport org.apache.beam.runners.core.construction.renderer.PipelineDotRenderer;\n\npublic class Task {\n\n\n\n  public static void main(String[] args) {\n    PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create();\n    Pipeline pipeline = Pipeline.create(options);\n\n    PCollection<Integer> numbers =\n        pipeline.apply(Create.of(1, 2, 3, 4, 5));\n\n    PCollection<Integer> mult5Results = applyMultiply5Transform(numbers);\n    PCollection<Integer> mult10Results = applyMultiply10Transform(numbers);\n\n    mult5Results.apply(\"Log multiply 5\", Log.ofElements(\"Multiplied by 5: \"));\n    mult10Results.apply(\"Log multiply 10\", Log.ofElements(\"Multiplied by 10: \"));\n\n    String dotString = PipelineDotRenderer.toDotString(pipeline);\n    System.out.println(dotString);\n    pipeline.run();\n\n  }\n\n  static PCollection<Integer> applyMultiply5Transform(PCollection<Integer> input) {\n    return input.apply(\"Multiply by 5\", MapElements.into(integers()).via(num -> num * 5));\n  }\n\n  static PCollection<Integer> applyMultiply10Transform(PCollection<Integer> input) {\n    return input.apply(\"Multiply by 10\", MapElements.into(integers()).via(num -> num * 10));\n  }\n\n}\n"
+	lc := createTempFileWithCode(code)
+	codeWithoutPipeline := "package org.apache.beam.examples;\n\n/*\n * Licensed to the Apache Software Foundation (ASF) under one\n * or more contributor license agreements.  See the NOTICE file\n * distributed with this work for additional information\n * regarding copyright ownership.  The ASF licenses this file\n * to you under the Apache License, Version 2.0 (the\n * \"License\"); you may not use this file except in compliance\n * with the License.  You may obtain a copy of the License at\n *\n *     http://www.apache.org/licenses/LICENSE-2.0\n *\n * Unless required by applicable law or agreed to in writing, software\n * distributed under the License is distributed on an \"AS IS\" BASIS,\n * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n * See the License for the specific language governing permissions and\n * limitations under the License.\n */\n\n// beam-playground:\n//   name: Branching\n//   description: Task from katas to branch out the numbers to two different transforms, one transform\n//     is multiplying each number by 5 and the other transform is multiplying each number by 10.\n//   multifile: false\n//   categories:\n//     - Branching\n//     - Core Transforms\n\nimport static org.apache.beam.sdk.values.TypeDescriptors.integers;\n\nimport org.apache.beam.sdk.Pipeline;\nimport org.apache.beam.sdk.options.PipelineOptions;\nimport org.apache.beam.sdk.options.PipelineOptionsFactory;\nimport org.apache.beam.sdk.transforms.Create;\nimport org.apache.beam.sdk.transforms.MapElements;\nimport org.apache.beam.sdk.values.PCollection;\nimport org.apache.beam.runners.core.construction.renderer.PipelineDotRenderer;\n\npublic class Task {\n\n\n\n  public static void main(String[] args) {\n    PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create();\n     PCollection<Integer> numbers =\n        pipeline.apply(Create.of(1, 2, 3, 4, 5));\n\n    PCollection<Integer> mult5Results = applyMultiply5Transform(numbers);\n    PCollection<Integer> mult10Results = applyMultiply10Transform(numbers);\n\n    mult5Results.apply(\"Log multiply 5\", Log.ofElements(\"Multiplied by 5: \"));\n    mult10Results.apply(\"Log multiply 10\", Log.ofElements(\"Multiplied by 10: \"));\n\n    String dotString = PipelineDotRenderer.toDotString(pipeline);\n    System.out.println(dotString);\n    pipeline.run();\n\n  }\n\n  static PCollection<Integer> applyMultiply5Transform(PCollection<Integer> input) {\n    return input.apply(\"Multiply by 5\", MapElements.into(integers()).via(num -> num * 5));\n  }\n\n  static PCollection<Integer> applyMultiply10Transform(PCollection<Integer> input) {\n    return input.apply(\"Multiply by 10\", MapElements.into(integers()).via(num -> num * 10));\n  }\n\n}\n"
+	lcWithoutPipeline := createTempFileWithCode(codeWithoutPipeline)
+	path, _ := os.Getwd()
+	defer os.RemoveAll(filepath.Join(path, "temp"))
+
+	type args struct {
+		filepath string
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    string
+		wantErr bool
+	}{
+		{name: "pipeline name found", args: args{filepath: lc.AbsoluteSourceFilePath}, wantErr: false, want: "pipeline"},
+		{name: "pipeline name not found", args: args{filepath: lcWithoutPipeline.AbsoluteSourceFilePath}, wantErr: false, want: ""},
+		{name: "file not found", args: args{filepath: "someFile"}, wantErr: true, want: ""},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := findPipelineObjectName(tt.args.filepath)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("findPipelineObjectName() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if got != tt.want {
+				t.Errorf("findPipelineObjectName() got = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
+func createTempFileWithCode(code string) fs_tool.LifeCyclePaths {
+	path, err := os.Getwd()
+	if err != nil {
+		panic(err)
+	}
+	lc, _ := fs_tool.NewLifeCycle(pb.Sdk_SDK_JAVA, uuid.New(), filepath.Join(path, "temp"))
+	_ = lc.CreateFolders()
+
+	_ = lc.CreateSourceCodeFile(code)
+	return lc.Paths
+}
diff --git a/playground/backend/internal/preparers/python_preparers.go b/playground/backend/internal/preparers/python_preparers.go
index 91ca4a72d9bb5..38aa4216cabf7 100644
--- a/playground/backend/internal/preparers/python_preparers.go
+++ b/playground/backend/internal/preparers/python_preparers.go
@@ -32,7 +32,6 @@ const (
 	indentationPattern      = `^(%s){0,1}\w+`
 	findPipelinePattern     = `^(\s*)(.+) = beam.Pipeline`
 	runPipelinePattern      = `^(\s*).*%s.run\(\)`
-	GraphFileName           = "graph.dot"
 )
 
 // GetPythonPreparers returns preparation methods that should be applied to Python code
diff --git a/playground/backend/internal/setup_tools/builder/setup_builder.go b/playground/backend/internal/setup_tools/builder/setup_builder.go
index c4d05b1bc410d..51031fd983057 100644
--- a/playground/backend/internal/setup_tools/builder/setup_builder.go
+++ b/playground/backend/internal/setup_tools/builder/setup_builder.go
@@ -22,6 +22,7 @@ import (
 	"beam.apache.org/playground/backend/internal/fs_tool"
 	"beam.apache.org/playground/backend/internal/preparers"
 	"beam.apache.org/playground/backend/internal/utils"
+	"beam.apache.org/playground/backend/internal/validators"
 	"fmt"
 	"path/filepath"
 	"strings"
@@ -36,7 +37,7 @@ const (
 // Validator return executor with set args for validator
 func Validator(paths *fs_tool.LifeCyclePaths, sdkEnv *environment.BeamEnvs) (*executors.ExecutorBuilder, error) {
 	sdk := sdkEnv.ApacheBeamSdk
-	val, err := utils.GetValidators(sdk, paths.AbsoluteSourceFilePath)
+	val, err := validators.GetValidators(sdk, paths.AbsoluteSourceFilePath)
 	if err != nil {
 		return nil, err
 	}
diff --git a/playground/backend/internal/setup_tools/builder/setup_builder_test.go b/playground/backend/internal/setup_tools/builder/setup_builder_test.go
index 5613b71ef49e7..6df72caa46791 100644
--- a/playground/backend/internal/setup_tools/builder/setup_builder_test.go
+++ b/playground/backend/internal/setup_tools/builder/setup_builder_test.go
@@ -21,7 +21,6 @@ import (
 	"beam.apache.org/playground/backend/internal/executors"
 	"beam.apache.org/playground/backend/internal/fs_tool"
 	"beam.apache.org/playground/backend/internal/preparers"
-	"beam.apache.org/playground/backend/internal/utils"
 	"beam.apache.org/playground/backend/internal/validators"
 	"fmt"
 	"github.com/google/uuid"
@@ -52,7 +51,7 @@ func setup() {
 }
 
 func TestValidator(t *testing.T) {
-	vals, err := utils.GetValidators(sdkEnv.ApacheBeamSdk, paths.AbsoluteSourceFilePath)
+	vals, err := validators.GetValidators(sdkEnv.ApacheBeamSdk, paths.AbsoluteSourceFilePath)
 	if err != nil {
 		panic(err)
 	}
diff --git a/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper.go b/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper.go
index 025b688e32012..e17a31f8f4154 100644
--- a/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper.go
+++ b/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper.go
@@ -19,6 +19,7 @@ import (
 	pb "beam.apache.org/playground/backend/internal/api/v1"
 	"beam.apache.org/playground/backend/internal/fs_tool"
 	"beam.apache.org/playground/backend/internal/logger"
+	"beam.apache.org/playground/backend/internal/utils"
 	"bufio"
 	"errors"
 	"github.com/google/uuid"
@@ -172,6 +173,7 @@ func prepareSbtFiles(lc *fs_tool.LifeCycle, pipelineFolder string, workingDir st
 	absFileFolderPath, _ := filepath.Abs(sourceFileFolder)
 	absFilePath, _ := filepath.Abs(filepath.Join(absFileFolderPath, fileName))
 	absLogFilePath, _ := filepath.Abs(filepath.Join(absFileFolderPath, logFileName))
+	absGraphFilePath, _ := filepath.Abs(filepath.Join(absFileFolderPath, utils.GraphFileName))
 	projectFolder, _ := filepath.Abs(filepath.Join(pipelineFolder, scioProjectName))
 	executableName := lc.Paths.ExecutableName
 
@@ -195,6 +197,7 @@ func prepareSbtFiles(lc *fs_tool.LifeCycle, pipelineFolder string, workingDir st
 			AbsoluteExecutableFilePath:       absFilePath,
 			AbsoluteBaseFolderPath:           absFileFolderPath,
 			AbsoluteLogFilePath:              absLogFilePath,
+			AbsoluteGraphFilePath:            absGraphFilePath,
 			ProjectDir:                       projectFolder,
 		},
 	}
diff --git a/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper_test.go b/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper_test.go
index 213816840a90f..9b5aa5ea984fd 100644
--- a/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper_test.go
+++ b/playground/backend/internal/setup_tools/life_cycle/life_cycle_setuper_test.go
@@ -18,6 +18,7 @@ package life_cycle
 import (
 	playground "beam.apache.org/playground/backend/internal/api/v1"
 	"beam.apache.org/playground/backend/internal/fs_tool"
+	"beam.apache.org/playground/backend/internal/utils"
 	"fmt"
 	"github.com/google/uuid"
 	"io/fs"
@@ -123,6 +124,7 @@ func TestSetup(t *testing.T) {
 					AbsoluteExecutableFilePath:       filepath.Join(execFileFolder, fmt.Sprintf("%s%s", successPipelineId.String(), javaCompiledFileExtension)),
 					AbsoluteBaseFolderPath:           baseFileFolder,
 					AbsoluteLogFilePath:              filepath.Join(baseFileFolder, logFileName),
+					AbsoluteGraphFilePath:            filepath.Join(baseFileFolder, utils.GraphFileName),
 				},
 			},
 			wantErr: false,
diff --git a/playground/backend/internal/utils/preparares_utils.go b/playground/backend/internal/utils/preparares_utils.go
index de90eb7f2c6bd..c66d3b7306a01 100644
--- a/playground/backend/internal/utils/preparares_utils.go
+++ b/playground/backend/internal/utils/preparares_utils.go
@@ -29,7 +29,7 @@ import (
 
 const (
 	indentationReplacement = "$0"
-	emptyLine              = ""
+	EmptyLine              = ""
 	GraphFileName          = "graph.dot"
 	pythonGraphCodePattern = "$0# Write graph to file\n$0from apache_beam.runners.interactive.display import pipeline_graph\n$0dot = pipeline_graph.PipelineGraph(%s).get_dot()\n$0with open('%s', 'w') as file:\n$0  file.write(dot)\n"
 	newLinePattern         = "\n"
@@ -50,12 +50,12 @@ func ReplaceSpacesWithEquals(pipelineOptions string) string {
 
 // InitVars creates empty variables
 func InitVars() (string, string, error, bool, PipelineDefinitionType) {
-	return emptyLine, emptyLine, errors.New(emptyLine), false, RegularDefinition
+	return EmptyLine, EmptyLine, errors.New(EmptyLine), false, RegularDefinition
 }
 
 // AddGraphToEndOfFile if no place for graph was found adds graph code to the end of the file
 func AddGraphToEndOfFile(spaces string, err error, tempFile *os.File, pipelineName string) {
-	line := emptyLine
+	line := EmptyLine
 	regs := []*regexp.Regexp{regexp.MustCompile("^")}
 	_, err = wrap(addGraphCode)(tempFile, &line, &spaces, &pipelineName, &regs)
 }
diff --git a/playground/backend/internal/utils/validators_utils.go b/playground/backend/internal/utils/validators_utils.go
deleted file mode 100644
index 5d9406e912df7..0000000000000
--- a/playground/backend/internal/utils/validators_utils.go
+++ /dev/null
@@ -1,40 +0,0 @@
-// 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 utils
-
-import (
-	pb "beam.apache.org/playground/backend/internal/api/v1"
-	"beam.apache.org/playground/backend/internal/validators"
-	"fmt"
-)
-
-// GetValidators returns slice of validators.Validator according to sdk
-func GetValidators(sdk pb.Sdk, filepath string) (*[]validators.Validator, error) {
-	var val *[]validators.Validator
-	switch sdk {
-	case pb.Sdk_SDK_JAVA:
-		val = validators.GetJavaValidators(filepath)
-	case pb.Sdk_SDK_GO:
-		val = validators.GetGoValidators(filepath)
-	case pb.Sdk_SDK_PYTHON:
-		val = validators.GetPyValidators(filepath)
-	case pb.Sdk_SDK_SCIO:
-		val = validators.GetScioValidators(filepath)
-	default:
-		return nil, fmt.Errorf("incorrect sdk: %s", sdk)
-	}
-	return val, nil
-}
diff --git a/playground/backend/internal/utils/validators_utils_test.go b/playground/backend/internal/utils/validators_utils_test.go
deleted file mode 100644
index 8ec7da9bc7bd4..0000000000000
--- a/playground/backend/internal/utils/validators_utils_test.go
+++ /dev/null
@@ -1,79 +0,0 @@
-// 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 utils
-
-import (
-	playground "beam.apache.org/playground/backend/internal/api/v1"
-	"beam.apache.org/playground/backend/internal/validators"
-	"reflect"
-	"testing"
-)
-
-func TestGetValidators(t *testing.T) {
-	type args struct {
-		sdk      playground.Sdk
-		filepath string
-	}
-	tests := []struct {
-		name    string
-		args    args
-		want    *[]validators.Validator
-		wantErr bool
-	}{
-		{
-			// Test case with calling GetValidators method with incorrect SDK.
-			// As a result, want to receive an error.
-			name: "incorrect sdk",
-			args: args{
-				sdk:      playground.Sdk_SDK_UNSPECIFIED,
-				filepath: "",
-			},
-			want:    nil,
-			wantErr: true,
-		},
-		{
-			// Test case with calling GetValidators method with correct SDK.
-			// As a result, want to receive an expected slice of validators.
-			name: "correct sdk",
-			args: args{
-				sdk:      playground.Sdk_SDK_JAVA,
-				filepath: "",
-			},
-			want:    validators.GetJavaValidators(""),
-			wantErr: false,
-		},
-	}
-	for _, tt := range tests {
-		t.Run(tt.name, func(t *testing.T) {
-			got, err := GetValidators(tt.args.sdk, tt.args.filepath)
-			if (err != nil) != tt.wantErr {
-				t.Errorf("GetValidators() err = %v, wantErr %v", err, tt.wantErr)
-			}
-			if got != nil {
-				if !reflect.DeepEqual(len(*got), len(*tt.want)) {
-					t.Errorf("GetValidators() len = %v, want %v", len(*got), len(*tt.want))
-				}
-				for i := range *got {
-					gotVal := (*got)[i]
-					wantVal := (*tt.want)[i]
-					if !reflect.DeepEqual(gotVal.Args, wantVal.Args) {
-						t.Errorf("GetValidators() %d = %v, want %v", i, gotVal.Args, wantVal.Args)
-					}
-				}
-			}
-		})
-	}
-}
diff --git a/playground/backend/internal/validators/validator.go b/playground/backend/internal/validators/validator.go
index cf504f7ade62e..c25455a4b7a2c 100644
--- a/playground/backend/internal/validators/validator.go
+++ b/playground/backend/internal/validators/validator.go
@@ -15,6 +15,11 @@
 
 package validators
 
+import (
+	pb "beam.apache.org/playground/backend/internal/api/v1"
+	"fmt"
+)
+
 const (
 	UnitTestValidatorName    = "UnitTest"
 	KatasValidatorName       = "Katas"
@@ -26,3 +31,21 @@ type Validator struct {
 	Args      []interface{}
 	Name      string
 }
+
+// GetValidators returns slice of validators.Validator according to sdk
+func GetValidators(sdk pb.Sdk, filepath string) (*[]Validator, error) {
+	var val *[]Validator
+	switch sdk {
+	case pb.Sdk_SDK_JAVA:
+		val = GetJavaValidators(filepath)
+	case pb.Sdk_SDK_GO:
+		val = GetGoValidators(filepath)
+	case pb.Sdk_SDK_PYTHON:
+		val = GetPyValidators(filepath)
+	case pb.Sdk_SDK_SCIO:
+		val = GetScioValidators(filepath)
+	default:
+		return nil, fmt.Errorf("incorrect sdk: %s", sdk)
+	}
+	return val, nil
+}
diff --git a/playground/backend/internal/validators/validator_test.go b/playground/backend/internal/validators/validator_test.go
index 59b0f519a751e..52a8ef3b80811 100644
--- a/playground/backend/internal/validators/validator_test.go
+++ b/playground/backend/internal/validators/validator_test.go
@@ -16,8 +16,10 @@
 package validators
 
 import (
+	playground "beam.apache.org/playground/backend/internal/api/v1"
 	"fmt"
 	"os"
+	"reflect"
 	"testing"
 )
 
@@ -59,3 +61,59 @@ func writeFile(path string, code string) {
 		panic(fmt.Errorf("error during test setup: %s", err.Error()))
 	}
 }
+
+func TestGetValidators(t *testing.T) {
+	type args struct {
+		sdk      playground.Sdk
+		filepath string
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    *[]Validator
+		wantErr bool
+	}{
+		{
+			// Test case with calling GetValidators method with incorrect SDK.
+			// As a result, want to receive an error.
+			name: "incorrect sdk",
+			args: args{
+				sdk:      playground.Sdk_SDK_UNSPECIFIED,
+				filepath: "",
+			},
+			want:    nil,
+			wantErr: true,
+		},
+		{
+			// Test case with calling GetValidators method with correct SDK.
+			// As a result, want to receive an expected slice of validators.
+			name: "correct sdk",
+			args: args{
+				sdk:      playground.Sdk_SDK_JAVA,
+				filepath: "",
+			},
+			want:    GetJavaValidators(""),
+			wantErr: false,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := GetValidators(tt.args.sdk, tt.args.filepath)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("GetValidators() err = %v, wantErr %v", err, tt.wantErr)
+			}
+			if got != nil {
+				if !reflect.DeepEqual(len(*got), len(*tt.want)) {
+					t.Errorf("GetValidators() len = %v, want %v", len(*got), len(*tt.want))
+				}
+				for i := range *got {
+					gotVal := (*got)[i]
+					wantVal := (*tt.want)[i]
+					if !reflect.DeepEqual(gotVal.Args, wantVal.Args) {
+						t.Errorf("GetValidators() %d = %v, want %v", i, gotVal.Args, wantVal.Args)
+					}
+				}
+			}
+		})
+	}
+}

From 5345834a86c422347556e0bce7e5dd20e4854e44 Mon Sep 17 00:00:00 2001
From: Aydar Farrakhov <stranniknm@gmail.com>
Date: Tue, 22 Feb 2022 21:31:17 +0300
Subject: [PATCH 13/61] case study pages - improvements and fixes (#16896)

* case study - small fixes:
- Added dot to the title on the case studies page;
- Added rights note to the case study community page;
- Added file name example to the ADD_LOGO.md;

* case study - small fixes:
- Increase logo image height on cards
- Add max width for the content

* update hop logo

* fix licence
---
 website/ADD_LOGO.md                           |   1 +
 website/www/site/assets/scss/_case_study.scss |   4 +-
 .../www/site/content/en/case-studies/hop.md   |   4 +-
 .../site/content/en/community/case-study.md   |   3 +
 .../www/site/layouts/case-studies/list.html   |   2 +-
 .../static/images/logos/powered-by/hop.png    | Bin 82744 -> 0 bytes
 .../static/images/logos/powered-by/hop.svg    |  71 ++++++++++++++++++
 7 files changed, 81 insertions(+), 4 deletions(-)
 delete mode 100644 website/www/site/static/images/logos/powered-by/hop.png
 create mode 100644 website/www/site/static/images/logos/powered-by/hop.svg

diff --git a/website/ADD_LOGO.md b/website/ADD_LOGO.md
index 337890429a153..a478ab8676412 100644
--- a/website/ADD_LOGO.md
+++ b/website/ADD_LOGO.md
@@ -22,6 +22,7 @@
 1. Fork [Apache Beam](https://github.com/apache/beam) repository
 2. Add file with company or project name to
    the [case-studies](https://github.com/apache/beam/tree/master/website/www/site/content/en/case-studies) folder
+   e.g., `company.md`
 3. Add project/company logo to
    the [images/logos/powered-by](https://github.com/apache/beam/tree/master/website/www/site/static/images/logos/powered-by)
    folder. Please use your company/project name e.g. `ricardo.png`
diff --git a/website/www/site/assets/scss/_case_study.scss b/website/www/site/assets/scss/_case_study.scss
index 4de3561edff26..c8eb712ee334f 100644
--- a/website/www/site/assets/scss/_case_study.scss
+++ b/website/www/site/assets/scss/_case_study.scss
@@ -95,7 +95,7 @@
   }
 
   .case-study-card-img img {
-    height: 35px;
+    height: 50px;
   }
 
   .case-study-card-title {
@@ -296,11 +296,13 @@ h2.case-study-h2 {
 
       img {
         width: 100%;
+        max-height: 100px;
       }
     }
   }
 
   .case-study-post {
+    max-width: 1200px;
     flex: 1;
   }
 
diff --git a/website/www/site/content/en/case-studies/hop.md b/website/www/site/content/en/case-studies/hop.md
index c38f334ec726b..ae69c8f05f9a9 100644
--- a/website/www/site/content/en/case-studies/hop.md
+++ b/website/www/site/content/en/case-studies/hop.md
@@ -1,7 +1,7 @@
 ---
 title: "Beam visual pipeline development with Hop"
 name: "Neo4j"
-icon: /images/logos/powered-by/hop.png
+icon: /images/logos/powered-by/hop.svg
 category: study
 cardTitle: "Visual Apache Beam Pipeline Design and Orchestration with Apache Hop"
 cardDescription: "Apache Hop is an open source data orchestration and engineering platform that extends Apache Beam with visual pipeline lifecycle management. Neo4j’s Chief Solution Architect and Apache Hop’s co-founder, Matt Casters, sees Apache Beam as a driving force behind Hop."
@@ -25,7 +25,7 @@ limitations under the License.
 
 <div class="case-study-opinion">
     <div class="case-study-opinion-img">
-        <img src="/images/logos/powered-by/hop.png"/>
+        <img src="/images/logos/powered-by/hop.svg"/>
     </div>
     <blockquote class="case-study-quote-block">
       <p class="case-study-quote-text">
diff --git a/website/www/site/content/en/community/case-study.md b/website/www/site/content/en/community/case-study.md
index 4406338c5720d..73556a70ac89e 100644
--- a/website/www/site/content/en/community/case-study.md
+++ b/website/www/site/content/en/community/case-study.md
@@ -34,3 +34,6 @@ started!
 
 Want to tell the world you are using Apache Beam? Just walk
 through [this instruction](https://github.com/apache/beam/tree/master/website/ADD_LOGO.md) and make it happen!
+
+The Apache Beam PMC reserves the right to remove logos of companies that are not demeed to be in good standing in the
+community.
diff --git a/website/www/site/layouts/case-studies/list.html b/website/www/site/layouts/case-studies/list.html
index de262d3d9a1c6..ee1f19bb04d0d 100644
--- a/website/www/site/layouts/case-studies/list.html
+++ b/website/www/site/layouts/case-studies/list.html
@@ -14,7 +14,7 @@
 <div class="blog-content">
     <h1>Case Studies</h1>
     <p class="case-study-about">Apache Beam powers many of today’s leading projects, industry-specific use cases, and
-        startups</p>
+        startups.</p>
     {{ $pages := .Pages.ByPublishDate.Reverse }}
     <div class="case-study-list">
         {{ range where $pages "Params.category" "study" }}
diff --git a/website/www/site/static/images/logos/powered-by/hop.png b/website/www/site/static/images/logos/powered-by/hop.png
deleted file mode 100644
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+ 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
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+ KIND, either express or implied.  See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
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From 43cd356f865fa52bcce217c613e747a9220136e0 Mon Sep 17 00:00:00 2001
From: Aydar Farrakhov <stranniknm@gmail.com>
Date: Wed, 23 Feb 2022 03:33:04 +0300
Subject: [PATCH 14/61] Palo Alto case study (#16915)

* palo alto case study

* palo alto case study image fixes

* Update paloalto.md

fixing a typo

Co-authored-by: Alex Kosolapov <alex.kosolapov@akvelon.com>
---
 website/www/site/assets/scss/_case_study.scss |   7 +
 .../site/content/en/case-studies/paloalto.md  | 311 ++++++++++++++++++
 .../case-study/paloalto/data_lake_scheme.png  | Bin 0 -> 364516 bytes
 .../paloalto/direct_serialization.png         | Bin 0 -> 73785 bytes
 .../paloalto/subscription_service_scheme.png  | Bin 0 -> 103228 bytes
 .../case-study/paloalto/talat_uyarer.png      | Bin 0 -> 256103 bytes
 .../images/logos/powered-by/paloalto.png      | Bin 0 -> 20154 bytes
 7 files changed, 318 insertions(+)
 create mode 100644 website/www/site/content/en/case-studies/paloalto.md
 create mode 100644 website/www/site/static/images/case-study/paloalto/data_lake_scheme.png
 create mode 100644 website/www/site/static/images/case-study/paloalto/direct_serialization.png
 create mode 100644 website/www/site/static/images/case-study/paloalto/subscription_service_scheme.png
 create mode 100644 website/www/site/static/images/case-study/paloalto/talat_uyarer.png
 create mode 100644 website/www/site/static/images/logos/powered-by/paloalto.png

diff --git a/website/www/site/assets/scss/_case_study.scss b/website/www/site/assets/scss/_case_study.scss
index c8eb712ee334f..3be4880a24447 100644
--- a/website/www/site/assets/scss/_case_study.scss
+++ b/website/www/site/assets/scss/_case_study.scss
@@ -312,6 +312,13 @@ h2.case-study-h2 {
     img {
       width: 100%;
     }
+
+    &.vertical-scheme {
+      text-align: center;
+      img {
+        max-width: 480px;
+      }
+    }
   }
 
   @media screen and (max-width: $mobile) {
diff --git a/website/www/site/content/en/case-studies/paloalto.md b/website/www/site/content/en/case-studies/paloalto.md
new file mode 100644
index 0000000000000..0fdba878fbcd5
--- /dev/null
+++ b/website/www/site/content/en/case-studies/paloalto.md
@@ -0,0 +1,311 @@
+---
+title: "Real-time Event Stream Processing at Scale for Palo Alto Networks"
+name: "Palo Alto"
+icon: "/images/logos/powered-by/paloalto.png"
+category: "study"
+cardTitle: "Real-time Event Stream Processing at Scale for Palo Alto Networks"
+cardDescription: "Palo Alto Networks is a global cybersecurity leader that deals with processing hundreds of billions of
+security events per day in real-time, which is on the high end of the industry. Apache Beam provides a high-performing,
+reliable, and resilient data processing framework to support this scale. With Apache Beam, Palo Alto Networks ultimately
+achieved high performance and low latency, and reduced processing costs by 60%."
+authorName: "Talat Uyarer"
+authorPosition: "Sr Principal Software Engineer"
+authorImg: /images/case-study/paloalto/talat_uyarer.png
+---
+<!--
+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
+
+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.
+-->
+<div class="case-study-opinion">
+    <div class="case-study-opinion-img">
+        <img src="/images/logos/powered-by/paloalto.png"/>
+    </div>
+    <blockquote class="case-study-quote-block">
+      <p class="case-study-quote-text">
+        “I know one thing: Beam is very powerful and the abstraction is its most significant feature. With the right abstraction we have the flexibility to run workloads where needed. Thanks to Beam, we are not locked to any vendor, and we don’t need to change anything else if we make the switch.”
+      </p>
+      <div class="case-study-quote-author">
+        <div class="case-study-quote-author-img">
+            <img src="/images/case-study/paloalto/talat_uyarer.png">
+        </div>
+        <div class="case-study-quote-author-info">
+            <div class="case-study-quote-author-name">
+              Talat Uyarer
+            </div>
+            <div class="case-study-quote-author-position">
+              Sr Principal Software Engineer
+            </div>
+        </div>
+      </div>
+    </blockquote>
+</div>
+<div class="case-study-post">
+
+# Real-time Event Stream Processing at Scale for Palo Alto Networks
+
+## Background
+
+[Palo Alto Networks, Inc.](https://www.paloaltonetworks.com/) is a global cybersecurity leader with a comprehensive
+portfolio of enterprise products. Palo Alto Networks protects and provides visibility, trusted intelligence, automation,
+and flexibility to [over 85K customers](https://www.paloaltonetworks.com/about-us) across clouds, networks, and devices.
+
+Palo Alto Networks’ integrated security operations platform - [Cortex™](https://www.paloaltonetworks.com/cortex) -
+applies AI and machine learning to enable security automation, advanced threat intelligence, and effective rapid
+security responses for Palo Alto Networks’ customers. (Cortex™ Data
+Lake)[https://www.paloaltonetworks.com/cortex/cortex-data-lake] infrastructure collects, integrates, and normalizes
+enterprises’ security data combined with trillions of multi-source artifacts.
+
+Cortex™ data infrastructure processes ~10 millions of security log events per second currently, at ~3 PB per day, which
+are on the high end of real-time streaming processing scale in the industry. Palo Alto Networks’ Sr Principal Software
+Engineer, Talat Uyarer, shared insights on how Apache Beam provides a high-performing, reliable, and resilient data
+processing framework to support this scale.
+
+## Large-scale Streaming Infrastructure
+
+When building the data infrastructure from the ground up, Palo Alto Networks’ Cortex Data Lake team faced a challenging
+task. We needed to ensure that the Cortex platform could stream and process petabyte-sized data coming from customers’
+firewalls, networks, and all kinds of devices to customers and internal apps with low latency and perfect quality.
+
+<div class="post-scheme">
+    <img src="/images/case-study/paloalto/data_lake_scheme.png" alt="Cortex™ Data Lake">
+</div>
+
+To meet the SLAs, the Cortex Data Lake team had to design a large-scale data infrastructure for real-time processing and
+reduce time-to-value. One of their initial architectural decisions was to leverage Apache Beam, the industry standard
+for unified distributed processing, due to its portability and abstraction.
+
+<blockquote class="case-study-quote-block case-study-quote-wrapped">
+  <p class="case-study-quote-text">
+    Beam is very flexible, its abstraction from implementation details of distributed data processing is wonderful for delivering proofs of concept really fast.
+  </p>
+  <div class="case-study-quote-author">
+    <div class="case-study-quote-author-img">
+        <img src="/images/case-study/paloalto/talat_uyarer.png">
+    </div>
+    <div class="case-study-quote-author-info">
+        <div class="case-study-quote-author-name">
+          Talat Uyarer
+        </div>
+        <div class="case-study-quote-author-position">
+          Sr Principal Software Engineer
+        </div>
+    </div>
+  </div>
+</blockquote>
+
+Apache Beam provides a variety of runners, offering freedom of choice between different data processing engines. Palo
+Alto Networks’ data infrastructure is hosted entirely on [Google Cloud Platform](https://cloud.google.com/gcp/),
+and [with Apache Beam Dataflow runner](https://beam.apache.org/documentation/runners/capability-matrix/), we could
+easily benefit from [Google Cloud Dataflow](https://cloud.google.com/dataflow)’s managed service and
+[autotuning](https://cloud.google.com/dataflow/docs/guides/deploying-a-pipeline#horizontal-autoscaling) capabilities.
+Apache Kafka was selected as the message broker for the backend, and all events were stored as binary data with a common
+schema on multiple Kafka clusters.
+
+The Cortex Data Lake team considered the option of having separate data processing infrastructures for each customer,
+with multiple upstream applications creating their own streaming jobs, consuming and processing events from Kafka
+directly. Therefore we are building a multi-tenants system. However, the team anticipated possible issues related to
+Kafka migrations and partition creation, as well as a lack of visibility into the tenant use cases, which might arise
+when having multiple infrastructures.
+
+Hence, the Cortex Data Lake team took a common streaming infrastructure approach. At the core of the common data
+infrastructure, Apache Beam served as a unified programming model to implement business logic just once for all internal
+and customer tenant applications.
+
+The first data workflows that the Cortex Data Lake team implemented were simple: reading from Kafka, creating a batch
+job, and writing the results to sink. The release of
+the [Apache Beam version with SQL support](https://beam.apache.org/get-started/downloads/#releases) opened up new
+possibilities. [Beam Calcite SQL](https://beam.apache.org/documentation/dsls/sql/calcite/overview/) provides full
+support for [complex Apache Calcite data types](https://beam.apache.org/documentation/dsls/sql/calcite/data-types/),
+including nested rows, in SQL statements, so developers can use SQL queries in an Apache Beam pipeline for composite
+transforms. The Cortex Data Lake team decided to take advantage of the
+[Beam SQL](https://beam.apache.org/documentation/dsls/sql/overview/) to write Beam pipelines with standard SQL
+statements.
+
+The main challenge of the common infrastructure was to support a variety of business logic customizations and
+user-defined functions and transform them to a variety of sink formats. Tenant applications needed to consume data from
+dynamically-changing Kafka clusters, and streaming pipeline [DAGs](https://en.wikipedia.org/wiki/Directed_acyclic_graph)
+had to be regenerated if the jobs’ source had been updated.
+
+The Cortex Data Lake team developed their own “subscription” model that allows tenant applications to “subscribe” to the
+streaming job when sending job deployment requests to the REST API service. The Subscription service abstracts tenant
+applications from the changes in DAG by storing infrastructure-specific information in metadata service. This way, the
+streaming jobs stay in sync with the dynamic Kafka infrastructure.
+
+<div class="post-scheme">
+    <img src="/images/case-study/paloalto/subscription_service_scheme.png" alt="Cortex™ Data Lake Subscription Service">
+</div>
+
+Apache Beam is flexible, it allows creating streaming jobs dynamically, on the fly. The Apache Beam constructs allow for
+generic pipeline coding, enabling pipelines that process data even if schemas are not fully defined in advance. Cortex’s
+Subscription Service generates Apache Beam pipeline DAG based on the tenant application’s REST payload and submits the
+job to the runner. When the job is
+running, [Apache Beam SDK’s Kafka I/O](https://beam.apache.org/releases/javadoc/2.4.0/org/apache/beam/sdk/io/kafka/KafkaIO.html)
+returns an unbounded collection of Kafka records as
+a [PCollection](https://beam.apache.org/releases/javadoc/2.1.0/org/apache/beam/sdk/values/PCollection.html)
+. [Apache Avro](https://avro.apache.org/) turns the binary Kafka representation into generic records, which are further
+converted to the [Apache Beam Row](https://beam.apache.org/releases/javadoc/2.4.0/org/apache/beam/sdk/values/Row.html)
+format. The Row structure supports primitives, byte arrays, and containers, and allows organizing values in the same
+order as the schema definition.
+
+Apache Beam’s cross-language transforms allow the Cortex Data Lake team to execute SQL with Java. The output of
+an [SQL Transform](https://beam.apache.org/releases/javadoc/2.7.0/org/apache/beam/sdk/extensions/sql/SqlTransform.html)
+performed inside the Apache Beam pipeline is sequentially converted from Beam Row format to a generic record, then to
+the output format required by a subscriber application, such as Avro, JSON, CSV, etc.
+
+Once the base use cases had been implemented, the Cortex Data Lake team turned to more complex transformations, such as
+filtering a subset of events directly inside Apache Beam pipelines, and kept looking into customization and
+optimization.
+
+<blockquote class="case-study-quote-block case-study-quote-wrapped">
+  <p class="case-study-quote-text">
+    We have more than 10 use cases running across customers and apps. More are coming, like the machine learning use cases .... for these use cases, Beam provides a really good programming model.
+  </p>
+  <div class="case-study-quote-author">
+    <div class="case-study-quote-author-img">
+        <img src="/images/case-study/paloalto/talat_uyarer.png">
+    </div>
+    <div class="case-study-quote-author-info">
+        <div class="case-study-quote-author-name">
+          Talat Uyarer
+        </div>
+        <div class="case-study-quote-author-position">
+          Sr Principal Software Engineer
+        </div>
+    </div>
+  </div>
+</blockquote>
+
+Apache Beam provides a pluggable data processing model that seamlessly integrates with various tools and technologies,
+which allowed the Cortex Data Lake team to customize their data processing to performance requirements and specific use
+cases.
+
+## Customizing Serialization for Use Cases
+
+Palo Alto Networks’ streaming data infrastructure deals with hundreds of billions of real-time security events every
+day, and even a sub-second difference in processing times is crucial.
+
+To enhance performance, the Cortex Data Lake team developed their own library for direct serialization and
+deserialization. The library reads Avro binary records from Kafka and turns them into the Beam Row format, then converts
+the Beam Row format pipeline output to the required sink format.
+
+This custom library replaced serializing data into generic records with steps optimized for Palo Alto Networks’ specific
+use cases. Direct serialization eliminated shuffling and creating additional memory copies from processing steps.
+
+This customization increased serialization performance 10x times, allowing to process up to 3K events per second per
+vCPU with reduced latency and infrastructure costs.
+
+<div class="post-scheme vertical-scheme">
+    <img src="/images/case-study/paloalto/direct_serialization.png" alt="Direct Serialization from Avro to Beam Row">
+</div>
+
+## In-flight Streaming Job Updates
+
+At a scale of thousands of jobs running concurrently, the Cortex Data Lake team faced cases when needed to improve the
+pipeline code or fix bugs for an ongoing job. Google Cloud Dataflow provides a way
+to [replace an “in-flight” streaming job](https://cloud.google.com/dataflow/docs/guides/updating-a-pipeline) with a new
+job that runs an updated Apache Beam pipeline code. However, Palo Alto Networks needed to expand the supported
+scenarios.
+
+To address updating jobs in the dynamically-changing Kafka infrastructure, the Cortex Data Lake team created an
+additional workflow in their deployment service
+which [drains the jobs](https://cloud.google.com/dataflow/docs/guides/stopping-a-pipeline#drain) if the change
+is [not permitted](https://cloud.google.com/dataflow/docs/guides/updating-a-pipeline#UpdateSchemas) by the Dataflow
+update and starts a new job with the exact same naming. This internal job replacement workflow allows the Cortex Data
+Lake to update the jobs and payloads automatically for all use cases.
+
+## Handling Schema Changes In Beam SQL
+
+Another use case that Palo Alto Networks tackled is handling changes in data schemas for ongoing jobs. Apache Beam
+allows PCollections to have [schemas](https://beam.apache.org/documentation/programming-guide/#schemas) with named
+fields, that are validated at pipeline construction step. When a job is submitted, an execution plan in the form of a
+Beam pipeline fragment is generated based on the latest schema. Beam SQL does not yet have built-in support for relaxed
+schema compatibility for running jobs. For optimized performance, Beam SQL’s
+Schema [RowCoder](https://beam.apache.org/releases/javadoc/2.4.0/org/apache/beam/sdk/coders/RowCoder.html) has a fixed
+data format and doesn't handle schema evolution, so it is necessary to restart the jobs to regenerate their execution
+plan. At a scale of 10K+ streaming jobs, Cortex Data Lake team wanted to avoid resubmitting the jobs as much as
+possible.
+
+We created an internal workflow to identify the jobs with SQL queries relevant to the schema change. The schema update
+workflow stores Reader schema of each job (Avro schema) and Writer schema of each Kafka message (metadata on Kafka
+header) in the internal Schema Registry, compares them to the SQL queries of the running jobs, and restarts the affected
+jobs only. This optimization allowed them to utilize resources more efficiently.
+
+## Fine-tuning Performance for Kafka Changes
+
+With multiple clusters and topics, and over 100K partitions in Kafka, Palo Alto Networks needed to make sure that
+actively-running jobs are not being affected by the frequent Kafka infrastructure changes such as cluster migrations or
+changes in partition count.
+
+The Cortex Data Lake team developed several internal Kafka lifecycle support tools, including a “Self Healing” service.
+Depending on the amount of traffic per topic coming from a specific tenant, the internal service increases the number of
+partitions or creates new topics with fewer partitions. The “Self Healing” service compares the Kafka states in the data
+store and then finds and updates all related streaming Apache Beam jobs on Cloud Dataflow automatically.
+
+With the [release of Apache Beam 2.28.0](https://beam.apache.org/blog/beam-2.28.0/) in early
+2021, [the pre-built Kafka I/O dynamic read feature](https://beam.apache.org/releases/javadoc/2.29.0/org/apache/beam/sdk/io/kafka/KafkaIO.html)
+provides an out-of-the-box solution for detecting Kafka partition changes to enable cost savings and increased
+performance. Kafka I/O uses WatchKafkaTopicPartitionDoFn to emit
+new [TopicPartitions](https://kafka.apache.org/24/javadoc/index.html?org/apache/kafka/common/TopicPartition.html), and
+allows reading from Kafka topics dynamically when certain partitions are added or stop reading from them once they are
+deleted. This feature eliminated the need to create in-house Kafka monitoring tools.
+
+In addition to performance optimization, the Cortex Data Lake team has been exploring ways to optimize the Cloud
+Dataflow costs. We looked into resource usage optimization in cases when streaming jobs consume very few incoming
+events. For cost efficiency, Google Cloud Dataflow provides
+the [streaming autoscaling](https://cloud.google.com/dataflow/docs/guides/deploying-a-pipeline#streaming-autoscaling)
+feature that adaptively changes the number of workers in response to changes in the load and resource utilization. For
+some of Cortex Data Lake team’s use cases, where input data streams may quiesce for prolonged periods of time, we
+implemented an internal “Cold Starter” service that analyzes Kafka topics traffic and hibernates pipelines whose input
+dries up and reactivates them once their input resumes.
+
+Talat Uyarer presented the Cortex Data Lake’s experience of building and customizing the large-scale streaming
+infrastructure during [Beam Summit 2021](https://2021.beamsummit.org/sessions/large-scale-streaming-infrastructure/).
+
+<blockquote class="case-study-quote-block case-study-quote-wrapped">
+  <p class="case-study-quote-text">
+    I really enjoy working with Beam. If you understand its internals, the understanding empowers you to fine-tune the open source, customize it, so that it provides the best performance for your specific use case.
+  </p>
+  <div class="case-study-quote-author">
+    <div class="case-study-quote-author-img">
+        <img src="/images/case-study/paloalto/talat_uyarer.png">
+    </div>
+    <div class="case-study-quote-author-info">
+        <div class="case-study-quote-author-name">
+          Talat Uyarer
+        </div>
+        <div class="case-study-quote-author-position">
+          Sr Principal Software Engineer
+        </div>
+    </div>
+  </div>
+</blockquote>
+
+## Results
+
+The level of abstraction of Apache Beam empowered the Cortex Data Lake team to create a common infrastructure across
+their internal apps and tens of thousands of customers. With Apache Beam, we implement business logic just once and
+dynamically generate 10K+ streaming pipelines running in parallel for over 10 use cases.
+
+The Cortex Data Lake team took advantage of Apache Beam’s portability and pluggability to fine-tune and enhance their
+data processing infrastructure with custom libraries and services. Palo Alto Networks ultimately achieved high
+performance and low latency, processing 3K+ streaming events per second per vCPU. Combining the benefits of open source
+Apache Beam and Cloud Dataflow managed service, we were able to implement use-case specific customizations and reduced
+their costs by more than 60%.
+
+The Apache Beam open source community welcomes and encourages the contributions of its numerous members, such as Palo
+Alto Networks, that leverage the powerful capabilities of Apache Beam, bring new optimizations, and empower future
+innovation by sharing their expertise and actively participating in the community.
+
+{{< case_study_feedback "Palo Alto" >}}
+
+</div>
+<div class="clear-nav"></div>
diff --git a/website/www/site/static/images/case-study/paloalto/data_lake_scheme.png b/website/www/site/static/images/case-study/paloalto/data_lake_scheme.png
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literal 0
HcmV?d00001


From 6acb3f917e05344bfb2147fec8d3578cf94b5bc0 Mon Sep 17 00:00:00 2001
From: Robert Burke <lostluck@users.noreply.github.com>
Date: Wed, 23 Feb 2022 09:14:03 -0800
Subject: [PATCH 15/61] [BEAM-12645] Fix code-cov flakes due to monorepo.
 (#16925)

---
 .github/codecov.yml            | 9 +++++++++
 .github/workflows/go_tests.yml | 7 +++++--
 sdks/python/tox.ini            | 2 +-
 3 files changed, 15 insertions(+), 3 deletions(-)

diff --git a/.github/codecov.yml b/.github/codecov.yml
index 295234e93cde8..b01fdc714d1d6 100644
--- a/.github/codecov.yml
+++ b/.github/codecov.yml
@@ -29,12 +29,16 @@ coverage:
   status:
     project:
       python:
+        flags: 
+          - python
         target: auto
         threshold: 5%
         base: auto
         paths:
           - "sdks/python"
       go:
+        flags: 
+          - go
         target: auto
         threshold: 5%
         base: auto
@@ -59,3 +63,8 @@ ignore:
   - "**/*_test.py"
   - "**/*_test_py3*.py"
   - "**/*_microbenchmark.py"
+
+# See https://docs.codecov.com/docs/flags for options.
+flag_management:
+  default_rules: # the rules that will be followed for any flag added, generally
+    carryforward: true # recommended for multi-lang mono-repos.
\ No newline at end of file
diff --git a/.github/workflows/go_tests.yml b/.github/workflows/go_tests.yml
index d909a27001c3a..f58bfcc8a8a31 100644
--- a/.github/workflows/go_tests.yml
+++ b/.github/workflows/go_tests.yml
@@ -44,7 +44,10 @@ jobs:
         run: "cd sdks/go/pkg && rm -rf .coverage || :"
       - name: Run coverage
         run: cd sdks/go/pkg && go test -coverprofile=coverage.txt -covermode=atomic ./...
-      - name: Upload to codecov
-        run: bash <(curl -s https://codecov.io/bash)
+      - uses: codecov/codecov-action@v2
+        with:
+          flags: go 
+          files: ./sdks/go/pkg/coverage.txt
+          name: go-unittests
       - name: Run vet
         run: cd sdks/go/pkg/beam && go vet --copylocks=false --unsafeptr=false ./...
diff --git a/sdks/python/tox.ini b/sdks/python/tox.ini
index 2c34f5b0482ca..e7eb3abf62ca3 100644
--- a/sdks/python/tox.ini
+++ b/sdks/python/tox.ini
@@ -102,7 +102,7 @@ extras = test,gcp,interactive,dataframe,aws
 commands =
   -rm .coverage
   {toxinidir}/scripts/run_pytest.sh {envname} "{posargs}" "--cov-report=xml --cov=. --cov-append"
-  codecov
+  codecov -F python
 
 [testenv:py37-lint]
 # Don't set TMPDIR to avoid "AF_UNIX path too long" errors in pylint.

From 596b61737656d01b81aae4ecb0299ae591c69a0b Mon Sep 17 00:00:00 2001
From: Jack McCluskey <34928439+jrmccluskey@users.noreply.github.com>
Date: Wed, 23 Feb 2022 13:14:10 -0500
Subject: [PATCH 16/61] [BEAM-13969] Deprecate stringx package (#16884)

---
 sdks/go/pkg/beam/core/util/stringx/bytes.go | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/sdks/go/pkg/beam/core/util/stringx/bytes.go b/sdks/go/pkg/beam/core/util/stringx/bytes.go
index b2110fa1072ce..bf4cd111dddec 100644
--- a/sdks/go/pkg/beam/core/util/stringx/bytes.go
+++ b/sdks/go/pkg/beam/core/util/stringx/bytes.go
@@ -15,6 +15,9 @@
 
 // Package stringx contains utilities for working with strings. It
 // complements the standard "strings" package.
+//
+// Deprecated: the utilities in this package are unused within the code base
+// and will be removed in a future Beam release.
 package stringx
 
 // ToBytes converts a string to a byte slice.

From 53dbd3266027f9ca8f3d62622a896fbf9940066d Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Wed, 23 Feb 2022 13:35:39 -0500
Subject: [PATCH 17/61] Add Go badge to ReadMe (#16897)

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 672893546a690..b67429bb04aff 100644
--- a/README.md
+++ b/README.md
@@ -25,6 +25,7 @@
 
 [![Maven Version](https://maven-badges.herokuapp.com/maven-central/org.apache.beam/beam-sdks-java-core/badge.svg)](http://search.maven.org/#search|gav|1|g:"org.apache.beam")
 [![PyPI version](https://badge.fury.io/py/apache-beam.svg)](https://badge.fury.io/py/apache-beam)
+[![Go version](https://pkg.go.dev/badge/github.com/apache/beam/sdks/v2/go.svg)](https://pkg.go.dev/github.com/apache/beam/sdks/v2/go)
 [![Python coverage](https://codecov.io/gh/apache/beam/branch/master/graph/badge.svg)](https://codecov.io/gh/apache/beam)
 [![Build python source distribution and wheels](https://github.com/apache/beam/workflows/Build%20python%20source%20distribution%20and%20wheels/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Build+python+source+distribution+and+wheels%22+branch%3Amaster+event%3Aschedule)
 [![Python tests](https://github.com/apache/beam/workflows/Python%20tests/badge.svg?branch=master&event=schedule)](https://github.com/apache/beam/actions?query=workflow%3A%22Python+Tests%22+branch%3Amaster+event%3Aschedule)

From 0c73091468ec94d849153c16503d4d8d64d2cf68 Mon Sep 17 00:00:00 2001
From: Janek Bevendorff <janek.bevendorff@uni-weimar.de>
Date: Wed, 23 Feb 2022 19:47:29 +0100
Subject: [PATCH 18/61] [BEAM-13980] Re-add method gone missing in af2f8ee6
 (#16918)

---
 .../io/aws/clients/s3/boto3_client.py         | 25 +++++++++++++++++++
 .../www/site/content/en/blog/beam-2.36.0.md   |  1 +
 2 files changed, 26 insertions(+)

diff --git a/sdks/python/apache_beam/io/aws/clients/s3/boto3_client.py b/sdks/python/apache_beam/io/aws/clients/s3/boto3_client.py
index 878ad070555b7..aee24ac2c052c 100644
--- a/sdks/python/apache_beam/io/aws/clients/s3/boto3_client.py
+++ b/sdks/python/apache_beam/io/aws/clients/s3/boto3_client.py
@@ -78,6 +78,31 @@ def __init__(self, options):
     self._download_stream = None
     self._download_pos = 0
 
+  def get_object_metadata(self, request):
+    """Retrieves an object's metadata.
+
+    Args:
+      request: (GetRequest) input message
+
+    Returns:
+      (Object) The response message.
+    """
+    kwargs = {'Bucket': request.bucket, 'Key': request.object}
+
+    try:
+      boto_response = self.client.head_object(**kwargs)
+    except Exception as e:
+      raise messages.S3ClientError(str(e), get_http_error_code(e))
+
+    item = messages.Item(
+        boto_response['ETag'],
+        request.object,
+        boto_response['LastModified'],
+        boto_response['ContentLength'],
+        boto_response['ContentType'])
+
+    return item
+
   def get_stream(self, request, start):
     """Opens a stream object starting at the given position.
 
diff --git a/website/www/site/content/en/blog/beam-2.36.0.md b/website/www/site/content/en/blog/beam-2.36.0.md
index 606c35e6c9801..57edefee044e1 100644
--- a/website/www/site/content/en/blog/beam-2.36.0.md
+++ b/website/www/site/content/en/blog/beam-2.36.0.md
@@ -52,6 +52,7 @@ notes](https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319527
 * Users may encounter an unexpected java.lang.ArithmeticException when outputting a timestamp
   for an element further than allowedSkew from an allowed DoFN skew set to a value more than
   Integer.MAX_VALUE.
+* S3 object metadata retrieval broken in Python SDK ([BEAM-13980](https://issues.apache.org/jira/browse/BEAM-13980))
 * See a full list of open [issues that affect](https://issues.apache.org/jira/issues/?jql=project%20%3D%20BEAM%20AND%20affectedVersion%20%3D%202.36.0%20ORDER%20BY%20priority%20DESC%2C%20updated%20DESC) this version.
 
 

From 9145b5b191cdae5fd7e52480a9732c0cdc470343 Mon Sep 17 00:00:00 2001
From: Benjamin Gonzalez <benjamin.gonzalez@wizeline.com>
Date: Wed, 23 Feb 2022 13:14:58 -0600
Subject: [PATCH 19/61] Revert PR#16253 due errors with plugin
 flaky-test-handler

---
 .test-infra/jenkins/job_PreCommit_Java.groovy   |  7 +------
 .test-infra/jenkins/job_PreCommit_Python.groovy |  9 +--------
 buildSrc/build.gradle.kts                       |  1 -
 .../apache/beam/gradle/BeamModulePlugin.groovy  | 17 -----------------
 4 files changed, 2 insertions(+), 32 deletions(-)

diff --git a/.test-infra/jenkins/job_PreCommit_Java.groovy b/.test-infra/jenkins/job_PreCommit_Java.groovy
index aced96ab9bce8..444d2400abac5 100644
--- a/.test-infra/jenkins/job_PreCommit_Java.groovy
+++ b/.test-infra/jenkins/job_PreCommit_Java.groovy
@@ -23,7 +23,6 @@ PrecommitJobBuilder builder = new PrecommitJobBuilder(
     nameBase: 'Java',
     gradleTask: ':javaPreCommit',
     gradleSwitches: [
-      '-PretryFlakyTest=true',
       '-PdisableSpotlessCheck=true'
     ], // spotless checked in separate pre-commit
     triggerPathPatterns: [
@@ -40,11 +39,7 @@ PrecommitJobBuilder builder = new PrecommitJobBuilder(
     )
 builder.build {
   publishers {
-    archiveJunit('**/build/test-results/**/*.xml') {
-      testDataPublishers {
-        publishFlakyTestsReport()
-      }
-    }
+    archiveJunit('**/build/test-results/**/*.xml')
     recordIssues {
       tools {
         errorProne()
diff --git a/.test-infra/jenkins/job_PreCommit_Python.groovy b/.test-infra/jenkins/job_PreCommit_Python.groovy
index 9a2249572b2ad..0b5270f96eef0 100644
--- a/.test-infra/jenkins/job_PreCommit_Python.groovy
+++ b/.test-infra/jenkins/job_PreCommit_Python.groovy
@@ -21,9 +21,6 @@ import PrecommitJobBuilder
 PrecommitJobBuilder builder = new PrecommitJobBuilder(
     scope: this,
     nameBase: 'Python',
-    gradleSwitches: [
-      '-PretryFlakyTest=true',
-    ],
     gradleTask: ':pythonPreCommit',
     timeoutMins: 180,
     triggerPathPatterns: [
@@ -35,10 +32,6 @@ PrecommitJobBuilder builder = new PrecommitJobBuilder(
 builder.build {
   // Publish all test results to Jenkins.
   publishers {
-    archiveJunit('**/pytest*.xml'){
-      testDataPublishers {
-        publishFlakyTestsReport()
-      }
-    }
+    archiveJunit('**/pytest*.xml')
   }
 }
diff --git a/buildSrc/build.gradle.kts b/buildSrc/build.gradle.kts
index 212074ed93d2a..f7992ed6086de 100644
--- a/buildSrc/build.gradle.kts
+++ b/buildSrc/build.gradle.kts
@@ -54,7 +54,6 @@ dependencies {
   runtimeOnly("ca.cutterslade.gradle:gradle-dependency-analyze:1.8.3")                                     // Enable dep analysis
   runtimeOnly("gradle.plugin.net.ossindex:ossindex-gradle-plugin:0.4.11")                                  // Enable dep vulnerability analysis
   runtimeOnly("org.checkerframework:checkerframework-gradle-plugin:0.5.16")                                 // Enable enhanced static checking plugin
-  runtimeOnly("org.gradle:test-retry-gradle-plugin:1.3.1")                                                 // Enable flaky tests mitigation
 }
 
 // Because buildSrc is built and tested automatically _before_ gradle
diff --git a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
index 6c6b140c6cf56..f46130549f1c1 100644
--- a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
+++ b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
@@ -409,23 +409,6 @@ class BeamModulePlugin implements Plugin<Project> {
       project.tasks.withType(Test) { jacoco.enabled = enabled }
     }
 
-    // Add Retry Gradle Plugin to mitigate flaky tests
-    if (project.hasProperty("retryFlakyTest")) {
-      project.apply plugin: "org.gradle.test-retry"
-      project.tasks.withType(Test) {
-        reports{
-          junitXml{
-            mergeReruns = true
-          }
-        }
-        retry {
-          failOnPassedAfterRetry = false
-          maxFailures = 10
-          maxRetries = 3
-        }
-      }
-    }
-
     // Apply a plugin which provides tasks for dependency / property / task reports.
     // See https://docs.gradle.org/current/userguide/project_reports_plugin.html
     // for further details. This is typically very useful to look at the "htmlDependencyReport"

From 0e6e77b7849df5961882311f8d0b37c89670cf62 Mon Sep 17 00:00:00 2001
From: Jack McCluskey <34928439+jrmccluskey@users.noreply.github.com>
Date: Wed, 23 Feb 2022 14:37:08 -0500
Subject: [PATCH 20/61] [BEAM-13884] Improve mtime package (#16924)

---
 sdks/go/pkg/beam/core/graph/mtime/time.go     |  22 +-
 .../go/pkg/beam/core/graph/mtime/time_test.go | 215 ++++++++++++++++++
 2 files changed, 226 insertions(+), 11 deletions(-)
 create mode 100644 sdks/go/pkg/beam/core/graph/mtime/time_test.go

diff --git a/sdks/go/pkg/beam/core/graph/mtime/time.go b/sdks/go/pkg/beam/core/graph/mtime/time.go
index 25ea9ce567f72..bdbb0c441af80 100644
--- a/sdks/go/pkg/beam/core/graph/mtime/time.go
+++ b/sdks/go/pkg/beam/core/graph/mtime/time.go
@@ -37,7 +37,7 @@ const (
 
 	// EndOfGlobalWindowTime is the timestamp at the end of the global window. It
 	// is a day before the max timestamp.
-	// TODO Use GLOBAL_WINDOW_MAX_TIMESTAMP_MILLIS from the Runner API constants
+	// TODO(BEAM-4179) Use GLOBAL_WINDOW_MAX_TIMESTAMP_MILLIS from the Runner API constants
 	EndOfGlobalWindowTime = MaxTimestamp - 24*60*60*1000
 
 	// ZeroTimestamp is the default zero value time. It corresponds to the unix epoch.
@@ -65,7 +65,8 @@ func FromDuration(d time.Duration) Time {
 
 // FromTime returns a milli-second precision timestamp from a time.Time.
 func FromTime(t time.Time) Time {
-	return Normalize(Time(n2m(t.UnixNano())))
+	// TODO(BEAM-13988): Replace t.UnixNano() with t.UnixMilli() for Go 1.17 or higher.
+	return Normalize(Time(t.UnixNano() / 1e6))
 }
 
 // Milliseconds returns the number of milli-seconds since the Unix epoch.
@@ -73,14 +74,18 @@ func (t Time) Milliseconds() int64 {
 	return int64(t)
 }
 
-// Add returns the time plus the duration.
+// Add returns the time plus the duration. Input Durations of less than one
+// millisecond will not increment the time due to a loss of precision when
+// converting to milliseconds.
 func (t Time) Add(d time.Duration) Time {
-	return Normalize(Time(int64(t) + n2m(d.Nanoseconds())))
+	return Normalize(Time(int64(t) + d.Milliseconds()))
 }
 
-// Subtract returns the time minus the duration.
+// Subtract returns the time minus the duration. Input Durations of less than one
+// millisecond will not increment the time due to a loss of precision when
+// converting to milliseconds.
 func (t Time) Subtract(d time.Duration) Time {
-	return Normalize(Time(int64(t) - n2m(d.Nanoseconds())))
+	return Normalize(Time(int64(t) - d.Milliseconds()))
 }
 
 func (t Time) String() string {
@@ -116,8 +121,3 @@ func Max(a, b Time) Time {
 func Normalize(t Time) Time {
 	return Min(Max(t, MinTimestamp), MaxTimestamp)
 }
-
-// n2m converts nanoseconds to milliseconds.
-func n2m(v int64) int64 {
-	return v / 1e6
-}
diff --git a/sdks/go/pkg/beam/core/graph/mtime/time_test.go b/sdks/go/pkg/beam/core/graph/mtime/time_test.go
new file mode 100644
index 0000000000000..7012184c18ce7
--- /dev/null
+++ b/sdks/go/pkg/beam/core/graph/mtime/time_test.go
@@ -0,0 +1,215 @@
+// 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 mtime
+
+import (
+	"math"
+	"testing"
+	"time"
+)
+
+func TestAdd(t *testing.T) {
+	tests := []struct {
+		name     string
+		baseTime Time
+		addition time.Duration
+		expOut   Time
+	}{
+		{
+			"insignificant addition small",
+			Time(1000),
+			1 * time.Nanosecond,
+			Time(1000),
+		},
+		{
+			"insignificant addition large",
+			Time(1000),
+			999999 * time.Nanosecond,
+			Time(1000),
+		},
+		{
+			"significant addition small",
+			Time(1000),
+			1 * time.Millisecond,
+			Time(1001),
+		},
+		{
+			"significant addition large",
+			Time(1000),
+			10 * time.Second,
+			Time(11000),
+		},
+		{
+			"add past max timestamp",
+			MaxTimestamp,
+			1 * time.Minute,
+			MaxTimestamp,
+		},
+		{
+			"add across max boundary",
+			Time(int64(MaxTimestamp) - 10000),
+			10 * time.Minute,
+			MaxTimestamp,
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			if got, want := test.baseTime.Add(test.addition), test.expOut; got != want {
+				t.Errorf("(%v).Add(%v), got time %v, want %v", test.baseTime, test.addition, got, want)
+			}
+		})
+	}
+}
+
+func TestSubtract(t *testing.T) {
+	tests := []struct {
+		name        string
+		baseTime    Time
+		subtraction time.Duration
+		expOut      Time
+	}{
+		{
+			"insignificant subtraction small",
+			Time(1000),
+			1 * time.Nanosecond,
+			Time(1000),
+		},
+		{
+			"insignificant subtraction large",
+			Time(1000),
+			999999 * time.Nanosecond,
+			Time(1000),
+		},
+		{
+			"significant subtraction small",
+			Time(1000),
+			1 * time.Millisecond,
+			Time(999),
+		},
+		{
+			"significant subtraction large",
+			Time(1000),
+			10 * time.Second,
+			Time(-9000),
+		},
+		{
+			"subtract past min timestamp",
+			MinTimestamp,
+			1 * time.Minute,
+			MinTimestamp,
+		},
+		{
+			"subtract across min boundary",
+			Time(int64(MinTimestamp) + 10000),
+			10 * time.Minute,
+			MinTimestamp,
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			if got, want := test.baseTime.Subtract(test.subtraction), test.expOut; got != want {
+				t.Errorf("(%v).Subtract(%v), got time %v, want %v", test.baseTime, test.subtraction, got, want)
+			}
+		})
+	}
+}
+
+func TestNormalize(t *testing.T) {
+	tests := []struct {
+		name   string
+		in     Time
+		expOut Time
+	}{
+		{
+			"min timestamp",
+			MinTimestamp,
+			MinTimestamp,
+		},
+		{
+			"max timestamp",
+			MaxTimestamp,
+			MaxTimestamp,
+		},
+		{
+			"end of global window",
+			EndOfGlobalWindowTime,
+			EndOfGlobalWindowTime,
+		},
+		{
+			"beyond max timestamp",
+			Time(math.MaxInt64),
+			MaxTimestamp,
+		},
+		{
+			"below min timestamp",
+			Time(math.MinInt64),
+			MinTimestamp,
+		},
+		{
+			"normal value",
+			Time(int64(20000)),
+			Time(int64(20000)),
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			if got, want := Normalize(test.in), test.expOut; got != want {
+				t.Errorf("Normalize(%v), got Time %v, want %v", test.in, got, want)
+			}
+		})
+	}
+}
+
+func TestFromTime(t *testing.T) {
+	tests := []struct {
+		name   string
+		input  time.Time
+		expOut Time
+	}{
+		{
+			"zero unix",
+			time.Unix(0, 0).UTC(),
+			Time(0),
+		},
+		{
+			"behind unix",
+			time.Unix(-1, 0).UTC(),
+			Time(-1000),
+		},
+		{
+			"ahead of unix",
+			time.Unix(1, 0).UTC(),
+			Time(1000),
+		},
+		{
+			"insignificant time small",
+			time.Unix(0, 1),
+			Time(0),
+		},
+		{
+			"insignificant time large",
+			time.Unix(0, 999999),
+			Time(0),
+		},
+	}
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			if got, want := FromTime(test.input), test.expOut; got != want {
+				t.Errorf("FromTime(%v), got %v, want %v", test.input, got, want)
+			}
+		})
+	}
+}

From 4115242c30cd677d193da4e1ae42a33692cd7ff4 Mon Sep 17 00:00:00 2001
From: Brian Hulette <bhulette@google.com>
Date: Wed, 23 Feb 2022 14:47:51 -0800
Subject: [PATCH 21/61] Minor: Update Go API doc links (#16932)

---
 website/www/site/data/io_matrix.yaml             | 16 ++++++++--------
 .../layouts/partials/section-menu/en/sdks.html   |  2 +-
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/website/www/site/data/io_matrix.yaml b/website/www/site/data/io_matrix.yaml
index f06c95f36a8dd..6c3e01aee25ec 100644
--- a/website/www/site/data/io_matrix.yaml
+++ b/website/www/site/data/io_matrix.yaml
@@ -34,7 +34,7 @@ categories:
             url: https://beam.apache.org/releases/pydoc/current/apache_beam.io.avroio.html
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/avroio
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/avroio
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/avroio
       - transform: TextIO
         description: PTransforms for reading and writing text files.
         implementations:
@@ -46,7 +46,7 @@ categories:
             url: https://beam.apache.org/releases/pydoc/current/apache_beam.io.textio.html
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/textio
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/textio
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio
       - transform: TFRecordIO
         description: PTransforms for reading and writing [TensorFlow TFRecord](https://www.tensorflow.org/tutorials/load_data/tfrecord) files.
         implementations:
@@ -119,7 +119,7 @@ categories:
             url: https://beam.apache.org/releases/pydoc/current/apache_beam.io.gcp.gcsfilesystem.html
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/gcs
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/gcs
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/filesystem/gcs
       - transform: LocalFileSystem
         description: "`FileSystem` implementation for accessing files on disk."
         implementations:
@@ -131,7 +131,7 @@ categories:
             url: https://beam.apache.org/releases/pydoc/current/apache_beam.io.localfilesystem.html
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/local
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/local
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/filesystem/local
       - transform: S3FileSystem
         description: "`FileSystem` implementation for [Amazon S3](https://aws.amazon.com/s3/)."
         implementations:
@@ -143,7 +143,7 @@ categories:
         implementations:
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/memfs
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/filesystem/memfs
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/filesystem/memfs
   - name: Messaging
     description: These I/O connectors typically involve working with unbounded sources that come from messaging sources.
     rows:
@@ -182,7 +182,7 @@ categories:
             url: https://beam.apache.org/releases/pydoc/current/apache_beam.io.external.gcp.pubsub.html
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/pubsubio
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/pubsubio
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/pubsubio
       - transform: JmsIO
         description: An unbounded source for [JMS](https://www.oracle.com/java/technologies/java-message-service.html) destinations (queues or topics).
         implementations:
@@ -278,7 +278,7 @@ categories:
             url: https://beam.apache.org/releases/pydoc/current/apache_beam.io.gcp.bigquery.html
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/bigqueryio
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/bigqueryio
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/bigqueryio
       - transform: BigTableIO
         description: Read from (only for Java SDK) and write to [Google Cloud Bigtable](https://cloud.google.com/bigtable/).
         implementations:
@@ -360,7 +360,7 @@ categories:
         implementations:
           - language: go
             name: github.com/apache/beam/sdks/go/pkg/beam/io/databaseio
-            url: https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam/io/databaseio
+            url: https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam/io/databaseio
   - name: Miscellaneous
     description: Miscellaneous I/O sources.
     rows:
diff --git a/website/www/site/layouts/partials/section-menu/en/sdks.html b/website/www/site/layouts/partials/section-menu/en/sdks.html
index ef0b2bbdaaf48..4b9f3f2c6055c 100644
--- a/website/www/site/layouts/partials/section-menu/en/sdks.html
+++ b/website/www/site/layouts/partials/section-menu/en/sdks.html
@@ -48,7 +48,7 @@
   <span class="section-nav-list-title">Go</span>
   <ul class="section-nav-list">
     <li><a href="/documentation/sdks/go/">Go SDK overview</a></li>
-    <li><a href="https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam" target="_blank">Go SDK API reference <img src="/images/external-link-icon.png"
+    <li><a href="https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam" target="_blank">Go SDK API reference <img src="/images/external-link-icon.png"
                                                                                                                                    width="14" height="14"
                                                                                                                                    alt="External link."></a>
     </li>

From 42de462785b848bea9474efc6a35308c7b73db1f Mon Sep 17 00:00:00 2001
From: Andy Ye <andyye333@gmail.com>
Date: Wed, 23 Feb 2022 17:06:35 -0600
Subject: [PATCH 22/61] [BEAM-13218] Re-enable
 PubSubIntegrationTest.test_streaming_with_attributes (#16497)

---
 sdks/python/apache_beam/io/gcp/pubsub_integration_test.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/sdks/python/apache_beam/io/gcp/pubsub_integration_test.py b/sdks/python/apache_beam/io/gcp/pubsub_integration_test.py
index e52d22032ed7c..6754c70068aeb 100644
--- a/sdks/python/apache_beam/io/gcp/pubsub_integration_test.py
+++ b/sdks/python/apache_beam/io/gcp/pubsub_integration_test.py
@@ -217,8 +217,6 @@ def test_streaming_data_only(self):
 
   @pytest.mark.it_postcommit
   def test_streaming_with_attributes(self):
-    if self.runner_name == 'TestDataflowRunner':
-      pytest.skip("BEAM-13218")
     self._test_streaming(with_attributes=True)
 
 

From e3e30a74c3254fbc37ba6a4fbbeb872415eaa122 Mon Sep 17 00:00:00 2001
From: Aydar Farrakhov <stranniknm@gmail.com>
Date: Thu, 24 Feb 2022 08:25:02 +0300
Subject: [PATCH 23/61] Merge pull request #16857 from [BEAM-13662]
 [Playground] Support mutlifile examples

* [BEAM-13771][Playground]
Add multifile value to the response to the frontend

* [BEAM-13771][Playground]
Regenerate files

* [BEAM-13771][Playground]
Regenerate files

* [BEAM-13662] playground - multifile example support

* [BEAM-13662] playground - support multifile

* [BEAM-13662] playground - redesign multifile examples

* [BEAM-13662] playground - support multifile examples

* [BEAM-13662] add licence

* [BEAM-13662] refactor popover list for better readability

* [BEAM-13662] refactor popover list for better readability

Co-authored-by: AydarZaynutdinov <aydar.zaynutdinov@akvelon.com>
Co-authored-by: Ilya <ilya.kozyrev@akvelon.com>
---
 playground/frontend/assets/multifile.svg      |  22 ++++
 playground/frontend/lib/config.g.dart         |  12 +-
 playground/frontend/lib/constants/assets.dart |   1 +
 playground/frontend/lib/constants/links.dart  |   1 +
 playground/frontend/lib/constants/sizes.dart  |   1 +
 playground/frontend/lib/l10n/app_en.arb       |  18 ++-
 .../modules/editor/components/run_button.dart |  11 +-
 .../description_popover.dart                  |  39 ++++--
 .../description_popover_button.dart           |  14 +-
 .../example_list/example_item_actions.dart    |  66 ++++++++++
 .../example_list/expansion_panel_item.dart    |   9 +-
 .../multifile_popover/multifile_popover.dart  |  67 ++++++++++
 .../multifile_popover_button.dart             |  88 +++++++++++++
 .../components/outside_click_handler.dart     |  44 +++++++
 .../modules/examples/example_selector.dart    | 120 +++++++++++-------
 .../examples/models/example_model.dart        |   4 +
 .../examples/models/popover_state.dart        |  32 +++++
 .../example_client/grpc_example_client.dart   |   2 +
 .../components/editor_textarea_wrapper.dart   |  13 +-
 19 files changed, 491 insertions(+), 73 deletions(-)
 create mode 100644 playground/frontend/assets/multifile.svg
 create mode 100644 playground/frontend/lib/modules/examples/components/example_list/example_item_actions.dart
 create mode 100644 playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover.dart
 create mode 100644 playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover_button.dart
 create mode 100644 playground/frontend/lib/modules/examples/components/outside_click_handler.dart
 create mode 100644 playground/frontend/lib/modules/examples/models/popover_state.dart

diff --git a/playground/frontend/assets/multifile.svg b/playground/frontend/assets/multifile.svg
new file mode 100644
index 0000000000000..2a27ab26cea62
--- /dev/null
+++ b/playground/frontend/assets/multifile.svg
@@ -0,0 +1,22 @@
+<!--
+    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.
+-->
+
+<svg width="24" height="24" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path fill-rule="evenodd" clip-rule="evenodd" d="M10.75 4.36639C10.75 3.67604 11.3096 3.11639 12 3.11639H20C20.6904 3.11639 21.25 3.67604 21.25 4.36639V12.3664C21.25 13.0567 20.6904 13.6164 20 13.6164H19.5V15.1164H20C21.5188 15.1164 22.75 13.8852 22.75 12.3664V4.36639C22.75 2.84761 21.5188 1.61639 20 1.61639H12C10.4812 1.61639 9.25 2.84761 9.25 4.36639H10.75ZM6.75 8.36639C6.75 7.67604 7.30964 7.11639 8 7.11639H16C16.6904 7.11639 17.25 7.67604 17.25 8.36639V16.3664C17.25 17.0568 16.6904 17.6164 16 17.6164V19.1164C17.5188 19.1164 18.75 17.8852 18.75 16.3664V8.36639C18.75 6.84761 17.5188 5.61639 16 5.61639H8C6.48122 5.61639 5.25 6.84761 5.25 8.36639H6.75ZM2.75 11.8664C2.75 11.176 3.30964 10.6164 4 10.6164H12C12.6904 10.6164 13.25 11.176 13.25 11.8664V19.8664C13.25 20.5567 12.6904 21.1164 12 21.1164H4C3.30964 21.1164 2.75 20.5567 2.75 19.8664V11.8664ZM4 9.11639C2.48122 9.11639 1.25 10.3476 1.25 11.8664V19.8664C1.25 21.3852 2.48122 22.6164 4 22.6164H12C13.5188 22.6164 14.75 21.3852 14.75 19.8664V11.8664C14.75 10.3476 13.5188 9.11639 12 9.11639H4ZM6.7279 18.6469C7.06909 18.7906 7.47014 18.8624 7.93105 18.8624C8.32612 18.8624 8.69125 18.7996 9.02646 18.6739C9.36167 18.5422 9.63103 18.3536 9.83455 18.1082C10.0381 17.8568 10.1398 17.5515 10.1398 17.1924C10.1398 16.8332 10.0381 16.5399 9.83455 16.3125C9.63103 16.085 9.36765 15.9234 9.04442 15.8276V15.7917C9.65497 15.5223 9.96025 15.1123 9.96025 14.5616C9.96025 14.0468 9.7717 13.6518 9.39459 13.3764C9.02347 13.0951 8.52365 12.9544 7.89514 12.9544C7.54796 12.9544 7.22173 13.0203 6.91645 13.1519C6.61716 13.2776 6.32685 13.4572 6.04552 13.6907L6.81769 14.6245C6.99726 14.4688 7.16187 14.3521 7.31152 14.2743C7.46715 14.1965 7.63775 14.1576 7.82331 14.1576C8.21837 14.1576 8.4159 14.3311 8.4159 14.6783C8.4159 14.8759 8.32911 15.0345 8.15552 15.1542C7.98193 15.2679 7.6557 15.3248 7.17684 15.3248V16.4022C7.57789 16.4022 7.87718 16.4292 8.07471 16.4831C8.27823 16.5369 8.4159 16.6147 8.48774 16.7165C8.55957 16.8183 8.59548 16.941 8.59548 17.0846C8.59548 17.2642 8.52066 17.3989 8.37101 17.4887C8.22137 17.5785 8.02084 17.6234 7.76943 17.6234C7.56592 17.6234 7.3624 17.5755 7.15888 17.4797C6.96135 17.3779 6.77579 17.2462 6.6022 17.0846L5.90186 18.0543C6.11735 18.3057 6.39269 18.5033 6.7279 18.6469Z" fill="#A0A4AB"/>
+</svg>
diff --git a/playground/frontend/lib/config.g.dart b/playground/frontend/lib/config.g.dart
index e189b32dd4cc2..c81baa5554c35 100644
--- a/playground/frontend/lib/config.g.dart
+++ b/playground/frontend/lib/config.g.dart
@@ -16,14 +16,14 @@
  * limitations under the License.
  */
 
-const String kApiClientURL =
-    'https://backend-dot-datatokenization.uc.r.appspot.com';
 const String kAnalyticsUA = 'UA-73650088-1';
+const String kApiClientURL =
+    'https://backend-router-beta-dot-apache-beam-testing.appspot.com';
 const String kApiJavaClientURL =
-    'https://backend-dot-datatokenization.uc.r.appspot.com/java/';
+    'https://backend-java-beta-dot-apache-beam-testing.appspot.com';
 const String kApiGoClientURL =
-    'https://backend-dot-datatokenization.uc.r.appspot.com/go/';
+    'https://backend-go-beta-dot-apache-beam-testing.appspot.com';
 const String kApiPythonClientURL =
-    'https://backend-dot-datatokenization.uc.r.appspot.com/python/';
+    'https://backend-python-beta-dot-apache-beam-testing.appspot.com';
 const String kApiScioClientURL =
-    'https://backend-dot-datatokenization.uc.r.appspot.com/scio/';
+    'https://backend-scio-beta-dot-apache-beam-testing.appspot.com';
diff --git a/playground/frontend/lib/constants/assets.dart b/playground/frontend/lib/constants/assets.dart
index deaad152d9430..796a97daa87fb 100644
--- a/playground/frontend/lib/constants/assets.dart
+++ b/playground/frontend/lib/constants/assets.dart
@@ -33,6 +33,7 @@ const kCopyIconAsset = 'copy.svg';
 const kLinkIconAsset = 'link.svg';
 const kDragHorizontalIconAsset = 'drag_horizontal.svg';
 const kDragVerticalIconAsset = 'drag_vertical.svg';
+const kMultifileIconAsset = 'multifile.svg';
 
 // notifications icons
 const kErrorNotificationIconAsset = 'error_notification.svg';
diff --git a/playground/frontend/lib/constants/links.dart b/playground/frontend/lib/constants/links.dart
index e3b34ebc81652..688a7ad9be7ef 100644
--- a/playground/frontend/lib/constants/links.dart
+++ b/playground/frontend/lib/constants/links.dart
@@ -24,3 +24,4 @@ const kApacheBeamGithubLink = 'https://github.com/apache/beam';
 const kBeamWebsiteLink = 'https://beam.apache.org/';
 const kScioGithubLink = 'https://github.com/spotify/scio';
 const kAboutBeamLink = 'https://beam.apache.org/get-started/beam-overview';
+const kAddExampleLink = 'https://beam.apache.org/get-started/try-beam-playground/#how-to-add-new-examples';
diff --git a/playground/frontend/lib/constants/sizes.dart b/playground/frontend/lib/constants/sizes.dart
index 3962a192bf717..74f61ae307a96 100644
--- a/playground/frontend/lib/constants/sizes.dart
+++ b/playground/frontend/lib/constants/sizes.dart
@@ -52,6 +52,7 @@ const double kCursorSize = 1.0;
 // container size
 const double kContainerHeight = 40.0;
 
+const double kCaptionFontSize = 10.0;
 const double kCodeFontSize = 14.0;
 const double kLabelFontSize = 16.0;
 const double kHintFontSize = 16.0;
diff --git a/playground/frontend/lib/l10n/app_en.arb b/playground/frontend/lib/l10n/app_en.arb
index 8b85370a5e807..2b2b4707811ba 100644
--- a/playground/frontend/lib/l10n/app_en.arb
+++ b/playground/frontend/lib/l10n/app_en.arb
@@ -184,7 +184,23 @@
     "description": "Text value label"
   },
   "pipelineOptionsError": "Please check the format (example: --key1 value1 --key2 value2), only alphanumeric and \",*,/,-,:,;,',. symbols are allowed",
-  "@value": {
+  "@pipelineOptionsError": {
     "description": "Pipeline options parse error"
+  },
+  "viewOnGithub": "View on GitHub",
+  "@viewOnGithub": {
+    "description": "View on Github button"
+  },
+  "addExample": "Add your own example",
+  "@addExample": {
+    "description": "Add example link text"
+  },
+  "multifile": "Multifile",
+  "@multifile": {
+    "description": "Multifile example"
+  },
+  "multifileWarning": "Multifile not supported yet for running in playground. Open it on github.",
+  "@multifileWarning": {
+    "description": "Multifile not supported text"
   }
 }
\ No newline at end of file
diff --git a/playground/frontend/lib/modules/editor/components/run_button.dart b/playground/frontend/lib/modules/editor/components/run_button.dart
index 6aecc1f74d80d..d31e36d213515 100644
--- a/playground/frontend/lib/modules/editor/components/run_button.dart
+++ b/playground/frontend/lib/modules/editor/components/run_button.dart
@@ -32,12 +32,14 @@ class RunButton extends StatelessWidget {
   final bool isRunning;
   final VoidCallback runCode;
   final VoidCallback cancelRun;
+  final bool disabled;
 
   const RunButton({
     Key? key,
     required this.isRunning,
     required this.runCode,
     required this.cancelRun,
+    this.disabled = false,
   }) : super(key: key);
 
   @override
@@ -71,9 +73,16 @@ class RunButton extends StatelessWidget {
                 }
                 return Text(buttonText);
               }),
-          onPressed: !isRunning ? runCode : cancelRun,
+          onPressed: onPressHandler(),
         ),
       ),
     );
   }
+
+  onPressHandler() {
+    if (disabled) {
+      return null;
+    }
+    return !isRunning ? runCode : cancelRun;
+  }
 }
diff --git a/playground/frontend/lib/modules/examples/components/description_popover/description_popover.dart b/playground/frontend/lib/modules/examples/components/description_popover/description_popover.dart
index 6a37c8ff4bb30..5de8144a5cf24 100644
--- a/playground/frontend/lib/modules/examples/components/description_popover/description_popover.dart
+++ b/playground/frontend/lib/modules/examples/components/description_popover/description_popover.dart
@@ -17,9 +17,13 @@
  */
 
 import 'package:flutter/material.dart';
+import 'package:flutter_svg/flutter_svg.dart';
+import 'package:flutter_gen/gen_l10n/app_localizations.dart';
+import 'package:playground/constants/assets.dart';
 import 'package:playground/constants/font_weight.dart';
 import 'package:playground/constants/sizes.dart';
 import 'package:playground/modules/examples/models/example_model.dart';
+import 'package:url_launcher/url_launcher.dart';
 
 const kDescriptionWidth = 300.0;
 
@@ -30,26 +34,43 @@ class DescriptionPopover extends StatelessWidget {
 
   @override
   Widget build(BuildContext context) {
+    final hasLink = example.link?.isNotEmpty ?? false;
     return SizedBox(
       width: kDescriptionWidth,
       child: Card(
         child: Padding(
           padding: const EdgeInsets.all(kLgSpacing),
           child: Wrap(
-            runSpacing: kSmSpacing,
+            runSpacing: kMdSpacing,
             children: [
-              Text(
-                example.name,
-                style: const TextStyle(
-                  fontSize: kTitleFontSize,
-                  fontWeight: kBoldWeight,
-                ),
-              ),
-              Text(example.description),
+              title,
+              description,
+              if (hasLink) getViewOnGithub(context),
             ],
           ),
         ),
       ),
     );
   }
+
+  Widget get title => Text(
+        example.name,
+        style: const TextStyle(
+          fontSize: kTitleFontSize,
+          fontWeight: kBoldWeight,
+        ),
+      );
+
+  Widget get description => Text(example.description);
+
+  Widget getViewOnGithub(BuildContext context) {
+    AppLocalizations appLocale = AppLocalizations.of(context)!;
+    return TextButton.icon(
+      icon: SvgPicture.asset(kGithubIconAsset),
+      onPressed: () {
+        launch(example.link ?? '');
+      },
+      label: Text(appLocale.viewOnGithub),
+    );
+  }
 }
diff --git a/playground/frontend/lib/modules/examples/components/description_popover/description_popover_button.dart b/playground/frontend/lib/modules/examples/components/description_popover/description_popover_button.dart
index d0eb6f7223e41..d2e60a9fd3b7a 100644
--- a/playground/frontend/lib/modules/examples/components/description_popover/description_popover_button.dart
+++ b/playground/frontend/lib/modules/examples/components/description_popover/description_popover_button.dart
@@ -28,6 +28,8 @@ class DescriptionPopoverButton extends StatelessWidget {
   final ExampleModel example;
   final Alignment followerAnchor;
   final Alignment targetAnchor;
+  final void Function()? onOpen;
+  final void Function()? onClose;
 
   const DescriptionPopoverButton({
     Key? key,
@@ -35,6 +37,8 @@ class DescriptionPopoverButton extends StatelessWidget {
     required this.example,
     required this.followerAnchor,
     required this.targetAnchor,
+    this.onOpen,
+    this.onClose,
   }) : super(key: key);
 
   @override
@@ -62,12 +66,15 @@ class DescriptionPopoverButton extends StatelessWidget {
     ExampleModel example,
     Alignment followerAnchor,
     Alignment targetAnchor,
-  ) {
+  ) async {
     // close previous description dialog
     Navigator.of(context, rootNavigator: true).popUntil((route) {
       return route.isFirst;
     });
-    showAlignedDialog(
+    if (onOpen != null) {
+      onOpen!();
+    }
+    await showAlignedDialog(
       context: context,
       builder: (dialogContext) => DescriptionPopover(
         example: example,
@@ -76,5 +83,8 @@ class DescriptionPopoverButton extends StatelessWidget {
       targetAnchor: targetAnchor,
       barrierColor: Colors.transparent,
     );
+    if (onClose != null) {
+      onClose!();
+    }
   }
 }
diff --git a/playground/frontend/lib/modules/examples/components/example_list/example_item_actions.dart b/playground/frontend/lib/modules/examples/components/example_list/example_item_actions.dart
new file mode 100644
index 0000000000000..9cae77f6073b4
--- /dev/null
+++ b/playground/frontend/lib/modules/examples/components/example_list/example_item_actions.dart
@@ -0,0 +1,66 @@
+/*
+ * 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.
+ */
+
+import 'package:flutter/material.dart';
+import 'package:playground/modules/examples/components/description_popover/description_popover_button.dart';
+import 'package:playground/modules/examples/models/example_model.dart';
+import 'package:playground/modules/examples/models/popover_state.dart';
+import 'package:provider/provider.dart';
+
+import '../multifile_popover/multifile_popover_button.dart';
+
+class ExampleItemActions extends StatelessWidget {
+  final ExampleModel example;
+  final BuildContext parentContext;
+
+  const ExampleItemActions(
+      {Key? key, required this.parentContext, required this.example})
+      : super(key: key);
+
+  @override
+  Widget build(BuildContext context) {
+    return Row(
+      children: [
+        if (example.isMultiFile) multifilePopover,
+        descriptionPopover,
+      ],
+    );
+  }
+
+  Widget get multifilePopover => MultifilePopoverButton(
+        parentContext: parentContext,
+        example: example,
+        followerAnchor: Alignment.topLeft,
+        targetAnchor: Alignment.topRight,
+        onOpen: () => _setPopoverOpen(parentContext, true),
+        onClose: () => _setPopoverOpen(parentContext, false),
+      );
+
+  Widget get descriptionPopover => DescriptionPopoverButton(
+        parentContext: parentContext,
+        example: example,
+        followerAnchor: Alignment.topLeft,
+        targetAnchor: Alignment.topRight,
+        onOpen: () => _setPopoverOpen(parentContext, true),
+        onClose: () => _setPopoverOpen(parentContext, false),
+      );
+
+  void _setPopoverOpen(BuildContext context, bool isOpen) {
+    Provider.of<PopoverState>(context, listen: false).setOpen(isOpen);
+  }
+}
diff --git a/playground/frontend/lib/modules/examples/components/example_list/expansion_panel_item.dart b/playground/frontend/lib/modules/examples/components/example_list/expansion_panel_item.dart
index 74a6e23fb53df..7f29c441cd140 100644
--- a/playground/frontend/lib/modules/examples/components/example_list/expansion_panel_item.dart
+++ b/playground/frontend/lib/modules/examples/components/example_list/expansion_panel_item.dart
@@ -19,7 +19,7 @@
 import 'package:flutter/material.dart';
 import 'package:playground/constants/sizes.dart';
 import 'package:playground/modules/analytics/analytics_service.dart';
-import 'package:playground/modules/examples/components/description_popover/description_popover_button.dart';
+import 'package:playground/modules/examples/components/example_list/example_item_actions.dart';
 import 'package:playground/modules/examples/models/example_model.dart';
 import 'package:playground/pages/playground/states/examples_state.dart';
 import 'package:playground/pages/playground/states/playground_state.dart';
@@ -72,12 +72,7 @@ class ExpansionPanelItem extends StatelessWidget {
                         ? const TextStyle(fontWeight: FontWeight.bold)
                         : const TextStyle(),
                   ),
-                  DescriptionPopoverButton(
-                    parentContext: context,
-                    example: example,
-                    followerAnchor: Alignment.topLeft,
-                    targetAnchor: Alignment.topRight,
-                  ),
+                  ExampleItemActions(parentContext: context, example: example),
                 ],
               ),
             ),
diff --git a/playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover.dart b/playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover.dart
new file mode 100644
index 0000000000000..00db2d71ecf47
--- /dev/null
+++ b/playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover.dart
@@ -0,0 +1,67 @@
+/*
+ * 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.
+ */
+
+import 'package:flutter/material.dart';
+import 'package:flutter_svg/flutter_svg.dart';
+import 'package:flutter_gen/gen_l10n/app_localizations.dart';
+import 'package:playground/constants/assets.dart';
+import 'package:playground/constants/font_weight.dart';
+import 'package:playground/constants/sizes.dart';
+import 'package:playground/modules/examples/models/example_model.dart';
+import 'package:url_launcher/url_launcher.dart';
+
+const kMultifileWidth = 300.0;
+
+class MultifilePopover extends StatelessWidget {
+  final ExampleModel example;
+
+  const MultifilePopover({Key? key, required this.example}) : super(key: key);
+
+  @override
+  Widget build(BuildContext context) {
+    AppLocalizations appLocale = AppLocalizations.of(context)!;
+    return SizedBox(
+      width: kMultifileWidth,
+      child: Card(
+        child: Padding(
+          padding: const EdgeInsets.all(kLgSpacing),
+          child: Wrap(
+            runSpacing: kMdSpacing,
+            children: [
+              Text(
+                appLocale.multifile,
+                style: const TextStyle(
+                  fontSize: kTitleFontSize,
+                  fontWeight: kBoldWeight,
+                ),
+              ),
+              Text(appLocale.multifileWarning),
+              TextButton.icon(
+                icon: SvgPicture.asset(kGithubIconAsset),
+                onPressed: () {
+                  launch(example.link ?? '');
+                },
+                label: Text(appLocale.viewOnGithub),
+              ),
+            ],
+          ),
+        ),
+      ),
+    );
+  }
+}
diff --git a/playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover_button.dart b/playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover_button.dart
new file mode 100644
index 0000000000000..149194dfafd4f
--- /dev/null
+++ b/playground/frontend/lib/modules/examples/components/multifile_popover/multifile_popover_button.dart
@@ -0,0 +1,88 @@
+/*
+ * 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.
+ */
+
+import 'package:aligned_dialog/aligned_dialog.dart';
+import 'package:flutter/material.dart';
+import 'package:flutter_svg/flutter_svg.dart';
+import 'package:playground/constants/assets.dart';
+import 'package:playground/constants/sizes.dart';
+import 'package:playground/modules/examples/components/multifile_popover/multifile_popover.dart';
+import 'package:playground/modules/examples/models/example_model.dart';
+
+class MultifilePopoverButton extends StatelessWidget {
+  final BuildContext? parentContext;
+  final ExampleModel example;
+  final Alignment followerAnchor;
+  final Alignment targetAnchor;
+  final void Function()? onOpen;
+  final void Function()? onClose;
+
+  const MultifilePopoverButton({
+    Key? key,
+    this.parentContext,
+    required this.example,
+    required this.followerAnchor,
+    required this.targetAnchor,
+    this.onOpen,
+    this.onClose,
+  }) : super(key: key);
+
+  @override
+  Widget build(BuildContext context) {
+    return IconButton(
+      iconSize: kIconSizeMd,
+      splashRadius: kIconButtonSplashRadius,
+      icon: SvgPicture.asset(kMultifileIconAsset),
+      onPressed: () {
+        _showMultifilePopover(
+          parentContext ?? context,
+          example,
+          followerAnchor,
+          targetAnchor,
+        );
+      },
+    );
+  }
+
+  void _showMultifilePopover(
+    BuildContext context,
+    ExampleModel example,
+    Alignment followerAnchor,
+    Alignment targetAnchor,
+  ) async {
+    // close previous dialogs
+    Navigator.of(context, rootNavigator: true).popUntil((route) {
+      return route.isFirst;
+    });
+    if (onOpen != null) {
+      onOpen!();
+    }
+    await showAlignedDialog(
+      context: context,
+      builder: (dialogContext) => MultifilePopover(
+        example: example,
+      ),
+      followerAnchor: followerAnchor,
+      targetAnchor: targetAnchor,
+      barrierColor: Colors.transparent,
+    );
+    if (onClose != null) {
+      onClose!();
+    }
+  }
+}
diff --git a/playground/frontend/lib/modules/examples/components/outside_click_handler.dart b/playground/frontend/lib/modules/examples/components/outside_click_handler.dart
new file mode 100644
index 0000000000000..16db300254fa4
--- /dev/null
+++ b/playground/frontend/lib/modules/examples/components/outside_click_handler.dart
@@ -0,0 +1,44 @@
+/*
+ * 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.
+ */
+
+import 'package:flutter/material.dart';
+import 'package:playground/modules/examples/models/popover_state.dart';
+import 'package:provider/provider.dart';
+
+class OutsideClickHandler extends StatelessWidget {
+  final void Function() onTap;
+
+  const OutsideClickHandler({Key? key, required this.onTap}) : super(key: key);
+
+  @override
+  Widget build(BuildContext context) {
+    return Consumer<PopoverState>(builder: (context, state, child) {
+      if (state.isOpen) {
+        return Container();
+      }
+      return GestureDetector(
+        onTap: onTap,
+        child: Container(
+          color: Colors.transparent,
+          height: double.infinity,
+          width: double.infinity,
+        ),
+      );
+    });
+  }
+}
diff --git a/playground/frontend/lib/modules/examples/example_selector.dart b/playground/frontend/lib/modules/examples/example_selector.dart
index 1994a65d612ca..8824d6e3af384 100644
--- a/playground/frontend/lib/modules/examples/example_selector.dart
+++ b/playground/frontend/lib/modules/examples/example_selector.dart
@@ -17,21 +17,26 @@
  */
 
 import 'package:flutter/material.dart';
+import 'package:flutter_gen/gen_l10n/app_localizations.dart';
 import 'package:playground/components/loading_indicator/loading_indicator.dart';
 import 'package:playground/config/theme.dart';
+import 'package:playground/constants/links.dart';
 import 'package:playground/constants/sizes.dart';
 import 'package:playground/modules/examples/components/examples_components.dart';
+import 'package:playground/modules/examples/components/outside_click_handler.dart';
+import 'package:playground/modules/examples/models/popover_state.dart';
 import 'package:playground/modules/examples/models/selector_size_model.dart';
 import 'package:playground/pages/playground/states/example_selector_state.dart';
 import 'package:playground/pages/playground/states/examples_state.dart';
 import 'package:playground/pages/playground/states/playground_state.dart';
 import 'package:provider/provider.dart';
+import 'package:url_launcher/url_launcher.dart';
 
 const int kAnimationDurationInMilliseconds = 80;
 const Offset kAnimationBeginOffset = Offset(0.0, -0.02);
 const Offset kAnimationEndOffset = Offset(0.0, 0.0);
 const double kAdditionalDyAlignment = 50.0;
-const double kLgContainerHeight = 444.0;
+const double kLgContainerHeight = 490.0;
 const double kLgContainerWidth = 400.0;
 
 class ExampleSelector extends StatefulWidget {
@@ -121,60 +126,63 @@ class _ExampleSelectorState extends State<ExampleSelector>
 
     return OverlayEntry(
       builder: (context) {
-        return Consumer2<ExampleState, PlaygroundState>(
-          builder: (context, exampleState, playgroundState, child) => Stack(
-            children: [
-              GestureDetector(
-                onTap: () {
-                  closeDropdown(exampleState);
-                  // handle description dialogs
-                  Navigator.of(context, rootNavigator: true).popUntil((route) {
-                    return route.isFirst;
-                  });
-                },
-                child: Container(
-                  color: Colors.transparent,
-                  height: double.infinity,
-                  width: double.infinity,
-                ),
-              ),
-              ChangeNotifierProvider(
-                create: (context) => ExampleSelectorState(
-                  exampleState,
-                  playgroundState,
-                  exampleState.getCategories(playgroundState.sdk)!,
-                ),
-                builder: (context, _) => Positioned(
-                  left: posModel.xAlignment,
-                  top: posModel.yAlignment + kAdditionalDyAlignment,
-                  child: SlideTransition(
-                    position: offsetAnimation,
-                    child: Material(
-                      elevation: kElevation.toDouble(),
-                      child: Container(
-                        height: kLgContainerHeight,
-                        width: kLgContainerWidth,
-                        decoration: BoxDecoration(
-                          color: Theme.of(context).backgroundColor,
-                          borderRadius: BorderRadius.circular(kMdBorderRadius),
+        return ChangeNotifierProvider<PopoverState>(
+          create: (context) => PopoverState(false),
+          builder: (context, state) {
+            return Consumer2<ExampleState, PlaygroundState>(
+              builder: (context, exampleState, playgroundState, child) => Stack(
+                children: [
+                  OutsideClickHandler(
+                    onTap: () {
+                      closeDropdown(exampleState);
+                      // handle description dialogs
+                      Navigator.of(context, rootNavigator: true).popUntil((route) {
+                        return route.isFirst;
+                      });
+                    },
+                  ),
+                  ChangeNotifierProvider(
+                    create: (context) => ExampleSelectorState(
+                      exampleState,
+                      playgroundState,
+                      exampleState.getCategories(playgroundState.sdk)!,
+                    ),
+                    builder: (context, _) => Positioned(
+                      left: posModel.xAlignment,
+                      top: posModel.yAlignment + kAdditionalDyAlignment,
+                      child: SlideTransition(
+                        position: offsetAnimation,
+                        child: Material(
+                          elevation: kElevation.toDouble(),
+                          child: Container(
+                            height: kLgContainerHeight,
+                            width: kLgContainerWidth,
+                            decoration: BoxDecoration(
+                              color: Theme.of(context).backgroundColor,
+                              borderRadius: BorderRadius.circular(kMdBorderRadius),
+                            ),
+                            child: exampleState.sdkCategories == null ||
+                                    playgroundState.selectedExample == null
+                                ? const LoadingIndicator(size: kContainerHeight)
+                                : _buildDropdownContent(context, playgroundState),
+                          ),
                         ),
-                        child: exampleState.sdkCategories == null ||
-                                playgroundState.selectedExample == null
-                            ? const LoadingIndicator(size: kContainerHeight)
-                            : _buildDropdownContent(playgroundState),
                       ),
                     ),
                   ),
-                ),
+                ],
               ),
-            ],
-          ),
+            );
+          }
         );
       },
     );
   }
 
-  Widget _buildDropdownContent(PlaygroundState playgroundState) {
+  Widget _buildDropdownContent(
+    BuildContext context,
+    PlaygroundState playgroundState,
+  ) {
     return Column(
       children: [
         SearchField(controller: textController),
@@ -185,6 +193,28 @@ class _ExampleSelectorState extends State<ExampleSelector>
           animationController: animationController,
           dropdown: examplesDropdown,
         ),
+        Divider(
+          height: kDividerHeight,
+          color: ThemeColors.of(context).greyColor,
+          indent: kLgSpacing,
+          endIndent: kLgSpacing,
+        ),
+        SizedBox(
+          width: double.infinity,
+          child: TextButton(
+            child: Padding(
+              padding: const EdgeInsets.all(kXlSpacing),
+              child: Align(
+                alignment: Alignment.centerLeft,
+                child: Text(
+                  AppLocalizations.of(context)!.addExample,
+                  style: TextStyle(color: ThemeColors.of(context).primary),
+                ),
+              ),
+            ),
+            onPressed: () => launch(kAddExampleLink),
+          ),
+        )
       ],
     );
   }
diff --git a/playground/frontend/lib/modules/examples/models/example_model.dart b/playground/frontend/lib/modules/examples/models/example_model.dart
index ff95440427d36..e6f850ae4815e 100644
--- a/playground/frontend/lib/modules/examples/models/example_model.dart
+++ b/playground/frontend/lib/modules/examples/models/example_model.dart
@@ -43,6 +43,8 @@ class ExampleModel with Comparable<ExampleModel> {
   final String name;
   final String path;
   final String description;
+  bool isMultiFile;
+  String? link;
   String? source;
   String? outputs;
   String? logs;
@@ -54,6 +56,8 @@ class ExampleModel with Comparable<ExampleModel> {
     required this.path,
     required this.description,
     required this.type,
+    this.isMultiFile = false,
+    this.link,
     this.source,
     this.outputs,
     this.logs,
diff --git a/playground/frontend/lib/modules/examples/models/popover_state.dart b/playground/frontend/lib/modules/examples/models/popover_state.dart
new file mode 100644
index 0000000000000..af51052cb79f0
--- /dev/null
+++ b/playground/frontend/lib/modules/examples/models/popover_state.dart
@@ -0,0 +1,32 @@
+/*
+ * 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.
+ */
+
+import 'package:flutter/cupertino.dart';
+
+class PopoverState extends ChangeNotifier {
+  bool _isOpen;
+
+  bool get isOpen => _isOpen;
+
+  PopoverState(this._isOpen);
+
+  setOpen(bool open) {
+    _isOpen = open;
+    notifyListeners();
+  }
+}
diff --git a/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart b/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
index 2b91d915fab1c..672b2e52cd6cb 100644
--- a/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
+++ b/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
@@ -224,6 +224,8 @@ class GrpcExampleClient implements ExampleClient {
       type: _exampleTypeFromString(example.type),
       path: example.cloudPath,
       pipelineOptions: example.pipelineOptions,
+      isMultiFile: example.multifile,
+      link: example.link,
     );
   }
 }
diff --git a/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart b/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart
index 52ab98fff3672..4f88f3d4204ce 100644
--- a/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart
+++ b/playground/frontend/lib/pages/playground/components/editor_textarea_wrapper.dart
@@ -23,6 +23,7 @@ import 'package:playground/modules/analytics/analytics_service.dart';
 import 'package:playground/modules/editor/components/editor_textarea.dart';
 import 'package:playground/modules/editor/components/run_button.dart';
 import 'package:playground/modules/examples/components/description_popover/description_popover_button.dart';
+import 'package:playground/modules/examples/components/multifile_popover/multifile_popover_button.dart';
 import 'package:playground/modules/examples/models/example_model.dart';
 import 'package:playground/modules/notifications/components/notification.dart';
 import 'package:playground/modules/sdk/models/sdk.dart';
@@ -53,7 +54,7 @@ class CodeTextAreaWrapper extends StatelessWidget {
               children: [
                 Positioned.fill(
                   child: EditorTextArea(
-                    enabled: true,
+                    enabled: !(state.selectedExample?.isMultiFile ?? false),
                     example: state.selectedExample,
                     sdk: state.sdk,
                     onSourceChange: state.setSource,
@@ -66,13 +67,21 @@ class CodeTextAreaWrapper extends StatelessWidget {
                   height: kButtonHeight,
                   child: Row(
                     children: [
-                      if (state.selectedExample != null)
+                      if (state.selectedExample != null) ...[
+                        if (state.selectedExample?.isMultiFile ?? false)
+                          MultifilePopoverButton(
+                            example: state.selectedExample!,
+                            followerAnchor: Alignment.topRight,
+                            targetAnchor: Alignment.bottomRight,
+                          ),
                         DescriptionPopoverButton(
                           example: state.selectedExample!,
                           followerAnchor: Alignment.topRight,
                           targetAnchor: Alignment.bottomRight,
                         ),
+                      ],
                       RunButton(
+                        disabled: state.selectedExample?.isMultiFile ?? false,
                         isRunning: state.isCodeRunning,
                         cancelRun: () {
                           state.cancelRun().catchError(

From 2a45a5b6c34141dcc595c5cda3d28264e542bdff Mon Sep 17 00:00:00 2001
From: Pavel Avilov <avilovpavel6@gmail.com>
Date: Thu, 24 Feb 2022 08:27:02 +0300
Subject: [PATCH 24/61] Merge pull request #16826 from [BEAM-13870]
 [Playground] Increase test coverage for the cache package

* Increase test coverage for the cache package

* Add commentaries for several tests.

* Edit comments

* Edit comments

* Refactoring code
---
 .../internal/cache/local/local_cache_test.go  | 115 ++++++++++++++++--
 .../internal/cache/redis/redis_cache_test.go  |  68 ++++++++---
 2 files changed, 157 insertions(+), 26 deletions(-)

diff --git a/playground/backend/internal/cache/local/local_cache_test.go b/playground/backend/internal/cache/local/local_cache_test.go
index c4d5a580d07a1..34b2654ad065c 100644
--- a/playground/backend/internal/cache/local/local_cache_test.go
+++ b/playground/backend/internal/cache/local/local_cache_test.go
@@ -58,6 +58,8 @@ func TestLocalCache_GetValue(t *testing.T) {
 	preparedItemsMap[preparedId][preparedSubKey] = value
 	preparedExpMap := make(map[uuid.UUID]time.Time)
 	preparedExpMap[preparedId] = time.Now().Add(time.Millisecond)
+	endedExpMap := make(map[uuid.UUID]time.Time)
+	endedExpMap[preparedId] = time.Now().Add(-time.Millisecond)
 	type fields struct {
 		cleanupInterval     time.Duration
 		items               map[uuid.UUID]map[cache.SubKey]interface{}
@@ -76,7 +78,7 @@ func TestLocalCache_GetValue(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "Get exist value",
+			name: "Get existing value",
 			fields: fields{
 				cleanupInterval:     cleanupInterval,
 				items:               preparedItemsMap,
@@ -91,7 +93,7 @@ func TestLocalCache_GetValue(t *testing.T) {
 			wantErr: false,
 		},
 		{
-			name: "Get not exist value",
+			name: "Get not existing value",
 			fields: fields{
 				cleanupInterval: cleanupInterval,
 				items:           make(map[uuid.UUID]map[cache.SubKey]interface{}),
@@ -103,6 +105,21 @@ func TestLocalCache_GetValue(t *testing.T) {
 			want:    nil,
 			wantErr: true,
 		},
+		{
+			name: "Get an existing value that is expiring",
+			fields: fields{
+				cleanupInterval:     cleanupInterval,
+				items:               preparedItemsMap,
+				pipelinesExpiration: endedExpMap,
+			},
+			args: args{
+				ctx:        context.Background(),
+				pipelineId: preparedId,
+				subKey:     preparedSubKey,
+			},
+			want:    nil,
+			wantErr: true,
+		},
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
@@ -159,6 +176,21 @@ func TestLocalCache_SetValue(t *testing.T) {
 			},
 			wantErr: false,
 		},
+		{
+			name: "Set value for RunOutputIndex subKey",
+			fields: fields{
+				cleanupInterval:     cleanupInterval,
+				items:               make(map[uuid.UUID]map[cache.SubKey]interface{}),
+				pipelinesExpiration: preparedExpMap,
+			},
+			args: args{
+				ctx:        context.Background(),
+				pipelineId: preparedId,
+				subKey:     cache.RunOutputIndex,
+				value:      5,
+			},
+			wantErr: false,
+		},
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
@@ -180,6 +212,9 @@ func TestLocalCache_SetValue(t *testing.T) {
 
 func TestLocalCache_SetExpTime(t *testing.T) {
 	preparedId, _ := uuid.NewUUID()
+	preparedItems := make(map[uuid.UUID]map[cache.SubKey]interface{})
+	preparedItems[preparedId] = make(map[cache.SubKey]interface{})
+	preparedItems[preparedId][cache.Status] = 1
 	type fields struct {
 		cleanupInterval     time.Duration
 		items               map[uuid.UUID]map[cache.SubKey]interface{}
@@ -191,12 +226,27 @@ func TestLocalCache_SetExpTime(t *testing.T) {
 		expTime    time.Duration
 	}
 	tests := []struct {
-		name   string
-		fields fields
-		args   args
+		name    string
+		fields  fields
+		args    args
+		wantErr bool
 	}{
 		{
 			name: "Set expiration time",
+			fields: fields{
+				cleanupInterval:     cleanupInterval,
+				items:               preparedItems,
+				pipelinesExpiration: make(map[uuid.UUID]time.Time),
+			},
+			args: args{
+				ctx:        context.Background(),
+				pipelineId: preparedId,
+				expTime:    time.Minute,
+			},
+			wantErr: false,
+		},
+		{
+			name: "Set expiration time for not existing value in cache items",
 			fields: fields{
 				cleanupInterval:     cleanupInterval,
 				items:               make(map[uuid.UUID]map[cache.SubKey]interface{}),
@@ -207,6 +257,7 @@ func TestLocalCache_SetExpTime(t *testing.T) {
 				pipelineId: preparedId,
 				expTime:    time.Minute,
 			},
+			wantErr: true,
 		},
 	}
 	for _, tt := range tests {
@@ -216,14 +267,13 @@ func TestLocalCache_SetExpTime(t *testing.T) {
 				items:               tt.fields.items,
 				pipelinesExpiration: tt.fields.pipelinesExpiration,
 			}
-			_ = lc.SetValue(tt.args.ctx, preparedId, cache.Status, 1)
 			err := lc.SetExpTime(tt.args.ctx, tt.args.pipelineId, tt.args.expTime)
-			if err != nil {
-				t.Error(err)
-			}
-			expTime, found := lc.pipelinesExpiration[tt.args.pipelineId]
-			if expTime.Round(time.Second) != time.Now().Add(tt.args.expTime).Round(time.Second) || !found {
-				t.Errorf("Expiration time of the pipeline: %s not set in cache.", tt.args.pipelineId)
+			if (err != nil) != tt.wantErr {
+				t.Errorf("SetExpTime() error = %v, wantErr %v", err, tt.wantErr)
+				expTime, found := lc.pipelinesExpiration[tt.args.pipelineId]
+				if expTime.Round(time.Second) != time.Now().Add(tt.args.expTime).Round(time.Second) || !found {
+					t.Errorf("Expiration time of the pipeline: %s not set in cache.", tt.args.pipelineId)
+				}
 			}
 		})
 	}
@@ -429,6 +479,16 @@ func TestLocalCache_startGC(t *testing.T) {
 				pipelinesExpiration: preparedExpMap,
 			},
 		},
+		{
+			// Test case with calling startGC method with nil cache items.
+			// As a result, items stay the same.
+			name: "Checking for deleting expired pipelines with nil cache items",
+			fields: fields{
+				cleanupInterval:     time.Microsecond,
+				items:               nil,
+				pipelinesExpiration: preparedExpMap,
+			},
+		},
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
@@ -540,3 +600,34 @@ func TestLocalCache_clearItems(t *testing.T) {
 		})
 	}
 }
+
+func TestNew(t *testing.T) {
+	items := make(map[uuid.UUID]map[cache.SubKey]interface{})
+	pipelinesExpiration := make(map[uuid.UUID]time.Time)
+	type args struct {
+		ctx context.Context
+	}
+	tests := []struct {
+		name string
+		args args
+		want *Cache
+	}{
+		{
+			name: "Initialize local cache",
+			args: args{ctx: context.Background()},
+			want: &Cache{
+				cleanupInterval:     cleanupInterval,
+				items:               items,
+				pipelinesExpiration: pipelinesExpiration,
+				catalog:             nil,
+			},
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := New(tt.args.ctx); !reflect.DeepEqual(got, tt.want) {
+				t.Errorf("New() = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
diff --git a/playground/backend/internal/cache/redis/redis_cache_test.go b/playground/backend/internal/cache/redis/redis_cache_test.go
index 02dec43b5d0ed..60a0ecfa2c252 100644
--- a/playground/backend/internal/cache/redis/redis_cache_test.go
+++ b/playground/backend/internal/cache/redis/redis_cache_test.go
@@ -54,7 +54,7 @@ func TestRedisCache_GetValue(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "error during HGet operation",
+			name: "Error during HGet operation",
 			mocks: func() {
 				mock.ExpectHGet(pipelineId.String(), string(marshSubKey)).SetErr(fmt.Errorf("MOCK_ERROR"))
 			},
@@ -68,7 +68,7 @@ func TestRedisCache_GetValue(t *testing.T) {
 			wantErr: true,
 		},
 		{
-			name: "all success",
+			name: "Get existing value",
 			mocks: func() {
 				mock.ExpectHGet(pipelineId.String(), string(marshSubKey)).SetVal(string(marshValue))
 			},
@@ -122,7 +122,7 @@ func TestRedisCache_SetExpTime(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "error during Exists operation",
+			name: "Error during Exists operation",
 			mocks: func() {
 				mock.ExpectExists(pipelineId.String()).SetErr(fmt.Errorf("MOCK_ERROR"))
 			},
@@ -148,7 +148,7 @@ func TestRedisCache_SetExpTime(t *testing.T) {
 			wantErr: true,
 		},
 		{
-			name: "error during Expire operation",
+			name: "Set expiration time with error during Expire operation",
 			mocks: func() {
 				mock.ExpectExists(pipelineId.String()).SetVal(1)
 				mock.ExpectExpire(pipelineId.String(), expTime).SetErr(fmt.Errorf("MOCK_ERROR"))
@@ -162,7 +162,7 @@ func TestRedisCache_SetExpTime(t *testing.T) {
 			wantErr: true,
 		},
 		{
-			name: "all success",
+			name: "Set expiration time",
 			mocks: func() {
 				mock.ExpectExists(pipelineId.String()).SetVal(1)
 				mock.ExpectExpire(pipelineId.String(), expTime).SetVal(true)
@@ -215,7 +215,7 @@ func TestRedisCache_SetValue(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "error during HSet operation",
+			name: "Error during HSet operation",
 			mocks: func() {
 				mock.ExpectHSet(pipelineId.String(), marshSubKey, marshValue).SetErr(fmt.Errorf("MOCK_ERROR"))
 			},
@@ -229,7 +229,7 @@ func TestRedisCache_SetValue(t *testing.T) {
 			wantErr: true,
 		},
 		{
-			name: "all success",
+			name: "Set correct value",
 			mocks: func() {
 				mock.ExpectHSet(pipelineId.String(), marshSubKey, marshValue).SetVal(1)
 				mock.ExpectExpire(pipelineId.String(), time.Minute*15).SetVal(true)
@@ -243,6 +243,21 @@ func TestRedisCache_SetValue(t *testing.T) {
 			},
 			wantErr: false,
 		},
+		{
+			name: "Set incorrect value",
+			mocks: func() {
+				mock.ExpectHSet(pipelineId.String(), marshSubKey, marshValue).SetVal(1)
+				mock.ExpectExpire(pipelineId.String(), time.Minute*15).SetVal(true)
+			},
+			fields: fields{client},
+			args: args{
+				ctx:        context.Background(),
+				pipelineId: pipelineId,
+				subKey:     subKey,
+				value:      make(chan int),
+			},
+			wantErr: true,
+		},
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
@@ -318,7 +333,7 @@ func TestCache_GetCatalog(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "Success",
+			name: "Get existing catalog",
 			mocks: func() {
 				mock.ExpectGet(cache.ExamplesCatalog).SetVal(string(catalogMarsh))
 			},
@@ -416,7 +431,7 @@ func TestCache_SetCatalog(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "Success",
+			name: "Set catalog",
 			mocks: func() {
 				mock.ExpectSet(cache.ExamplesCatalog, catalogMarsh, 0).SetVal("")
 			},
@@ -465,7 +480,7 @@ func Test_newRedisCache(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "error during Ping operation",
+			name: "Error during Ping operation",
 			args: args{
 				ctx:  context.Background(),
 				addr: address,
@@ -487,6 +502,9 @@ func Test_unmarshalBySubKey(t *testing.T) {
 	statusValue, _ := json.Marshal(status)
 	output := "MOCK_OUTPUT"
 	outputValue, _ := json.Marshal(output)
+	canceledValue, _ := json.Marshal(false)
+	runOutputIndex := 0
+	runOutputIndexValue, _ := json.Marshal(runOutputIndex)
 	type args struct {
 		ctx    context.Context
 		subKey cache.SubKey
@@ -499,7 +517,7 @@ func Test_unmarshalBySubKey(t *testing.T) {
 		wantErr bool
 	}{
 		{
-			name: "status subKey",
+			name: "Status subKey",
 			args: args{
 				ctx:    context.Background(),
 				subKey: cache.Status,
@@ -509,7 +527,7 @@ func Test_unmarshalBySubKey(t *testing.T) {
 			wantErr: false,
 		},
 		{
-			name: "runOutput subKey",
+			name: "RunOutput subKey",
 			args: args{
 				subKey: cache.RunOutput,
 				value:  string(outputValue),
@@ -518,7 +536,7 @@ func Test_unmarshalBySubKey(t *testing.T) {
 			wantErr: false,
 		},
 		{
-			name: "compileOutput subKey",
+			name: "CompileOutput subKey",
 			args: args{
 				subKey: cache.CompileOutput,
 				value:  string(outputValue),
@@ -527,7 +545,7 @@ func Test_unmarshalBySubKey(t *testing.T) {
 			wantErr: false,
 		},
 		{
-			name: "graph subKey",
+			name: "Graph subKey",
 			args: args{
 				subKey: cache.Graph,
 				value:  string(outputValue),
@@ -535,6 +553,28 @@ func Test_unmarshalBySubKey(t *testing.T) {
 			want:    output,
 			wantErr: false,
 		},
+		{
+			// Test case with calling unmarshalBySubKey method with Canceled subKey.
+			// As a result, want to receive false.
+			name: "Canceled subKey",
+			args: args{
+				subKey: cache.Canceled,
+				value:  string(canceledValue),
+			},
+			want:    false,
+			wantErr: false,
+		},
+		{
+			// Test case with calling unmarshalBySubKey method with RunOutputIndex subKey.
+			// As a result, want to receive expected runOutputIndex.
+			name: "RunOutputIndex subKey",
+			args: args{
+				subKey: cache.RunOutputIndex,
+				value:  string(runOutputIndexValue),
+			},
+			want:    float64(runOutputIndex),
+			wantErr: false,
+		},
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {

From f837506a0b7f1f06f9f00e5ccd3ec2ccc8ea813f Mon Sep 17 00:00:00 2001
From: Aydar Farrakhov <stranniknm@gmail.com>
Date: Thu, 24 Feb 2022 17:19:05 +0300
Subject: [PATCH 25/61] Palo Alto case study - fix link

---
 website/www/site/content/en/case-studies/paloalto.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/website/www/site/content/en/case-studies/paloalto.md b/website/www/site/content/en/case-studies/paloalto.md
index 0fdba878fbcd5..e751bd833f780 100644
--- a/website/www/site/content/en/case-studies/paloalto.md
+++ b/website/www/site/content/en/case-studies/paloalto.md
@@ -60,9 +60,9 @@ and flexibility to [over 85K customers](https://www.paloaltonetworks.com/about-u
 
 Palo Alto Networks’ integrated security operations platform - [Cortex™](https://www.paloaltonetworks.com/cortex) -
 applies AI and machine learning to enable security automation, advanced threat intelligence, and effective rapid
-security responses for Palo Alto Networks’ customers. (Cortex™ Data
-Lake)[https://www.paloaltonetworks.com/cortex/cortex-data-lake] infrastructure collects, integrates, and normalizes
-enterprises’ security data combined with trillions of multi-source artifacts.
+security responses for Palo Alto Networks’
+customers. [Cortex™ Data Lake](https://www.paloaltonetworks.com/cortex/cortex-data-lake) infrastructure collects,
+integrates, and normalizes enterprises’ security data combined with trillions of multi-source artifacts.
 
 Cortex™ data infrastructure processes ~10 millions of security log events per second currently, at ~3 PB per day, which
 are on the high end of real-time streaming processing scale in the industry. Palo Alto Networks’ Sr Principal Software

From b0899a439d05961ccc019ec899cb83fcbc4eff46 Mon Sep 17 00:00:00 2001
From: dpcollins-google <40498610+dpcollins-google@users.noreply.github.com>
Date: Thu, 24 Feb 2022 13:19:47 -0500
Subject: [PATCH 26/61] Fix BoundedQueueExecutor and StreamingDataflowWorker to
 actually limit memory from windmill (#16901)

Currently, because the queue is only limited by number of elements, there can be up to (num threads + queue size) elements outstanding at a time, which for large work items will almost certainly OOM the worker.

This change both makes this limit explicit and adds a 50% JVM max memory limit on outstanding WorkItems to push back on windmill before workers run out of memory.
---
 .../options/DataflowPipelineDebugOptions.java |  24 +++
 .../worker/StreamingDataflowWorker.java       |  64 ++++----
 .../worker/util/BoundedQueueExecutor.java     | 148 +++++++++++++-----
 .../worker/StreamingDataflowWorkerTest.java   |  16 +-
 4 files changed, 171 insertions(+), 81 deletions(-)

diff --git a/runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/options/DataflowPipelineDebugOptions.java b/runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/options/DataflowPipelineDebugOptions.java
index 264827f33aa69..2995a485527cd 100644
--- a/runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/options/DataflowPipelineDebugOptions.java
+++ b/runners/google-cloud-dataflow-java/src/main/java/org/apache/beam/runners/dataflow/options/DataflowPipelineDebugOptions.java
@@ -177,6 +177,30 @@ public Dataflow create(PipelineOptions options) {
 
   void setNumberOfWorkerHarnessThreads(int value);
 
+  /**
+   * Maximum number of bundles outstanding from windmill before the worker stops requesting.
+   *
+   * <p>If <= 0, use the default value of 100 + getNumberOfWorkerHarnessThreads()
+   */
+  @Description(
+      "Maximum number of bundles outstanding from windmill before the worker stops requesting.")
+  @Default.Integer(0)
+  int getMaxBundlesFromWindmillOutstanding();
+
+  void setMaxBundlesFromWindmillOutstanding(int value);
+
+  /**
+   * Maximum number of bytes outstanding from windmill before the worker stops requesting.
+   *
+   * <p>If <= 0, use the default value of 50% of jvm memory.
+   */
+  @Description(
+      "Maximum number of bytes outstanding from windmill before the worker stops requesting. If <= 0, use the default value of 50% of jvm memory.")
+  @Default.Long(0)
+  long getMaxBytesFromWindmillOutstanding();
+
+  void setMaxBytesFromWindmillOutstanding(long value);
+
   /**
    * If {@literal true}, save a heap dump before killing a thread or process which is GC thrashing
    * or out of memory. The location of the heap file will either be echoed back to the user, or the
diff --git a/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java b/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java
index 236e47715a367..c49865aa7511c 100644
--- a/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java
+++ b/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorker.java
@@ -191,10 +191,6 @@ public class StreamingDataflowWorker {
   // Maximum number of threads for processing.  Currently each thread processes one key at a time.
   static final int MAX_PROCESSING_THREADS = 300;
   static final long THREAD_EXPIRATION_TIME_SEC = 60;
-  // Maximum work units retrieved from Windmill and queued before processing. Limiting this delays
-  // retrieving extra work from Windmill without working on it, leading to better
-  // prioritization / utilization.
-  static final int MAX_WORK_UNITS_QUEUED = 100;
   static final long TARGET_COMMIT_BUNDLE_BYTES = 32 << 20;
   static final int MAX_COMMIT_QUEUE_BYTES = 500 << 20; // 500MB
   static final int NUM_COMMIT_STREAMS = 1;
@@ -210,9 +206,6 @@ public class StreamingDataflowWorker {
   // Matches kWindmillCounterUpdate in workflow_worker_service_multi_hubs.cc.
   private static final String WINDMILL_COUNTER_UPDATE_WORK_ID = "3";
 
-  /** Maximum number of items to return in a GetWork request. */
-  private static final long MAX_GET_WORK_ITEMS = MAX_WORK_UNITS_QUEUED + MAX_PROCESSING_THREADS;
-
   /** Maximum number of failure stacktraces to report in each update sent to backend. */
   private static final int MAX_FAILURES_TO_REPORT_IN_UPDATE = 1000;
 
@@ -666,7 +659,8 @@ public static StreamingDataflowWorker fromDataflowWorkerHarnessOptions(
             chooseMaximumNumberOfThreads(),
             THREAD_EXPIRATION_TIME_SEC,
             TimeUnit.SECONDS,
-            MAX_WORK_UNITS_QUEUED,
+            chooseMaximumBundlesOutstanding(),
+            chooseMaximumBytesOutstanding(),
             threadFactory);
 
     maxSinkBytes =
@@ -785,6 +779,22 @@ private int chooseMaximumNumberOfThreads() {
     return MAX_PROCESSING_THREADS;
   }
 
+  private int chooseMaximumBundlesOutstanding() {
+    int maxBundles = options.getMaxBundlesFromWindmillOutstanding();
+    if (maxBundles > 0) {
+      return maxBundles;
+    }
+    return chooseMaximumNumberOfThreads() + 100;
+  }
+
+  private long chooseMaximumBytesOutstanding() {
+    long maxMem = options.getMaxBytesFromWindmillOutstanding();
+    if (maxMem > 0) {
+      return maxMem;
+    }
+    return Runtime.getRuntime().maxMemory() / 2;
+  }
+
   void addStateNameMappings(Map<String, String> nameMap) {
     stateNameMap.putAll(nameMap);
   }
@@ -804,7 +814,7 @@ public void setMaxWorkItemCommitBytes(int maxWorkItemCommitBytes) {
 
   @VisibleForTesting
   public boolean workExecutorIsEmpty() {
-    return workUnitExecutor.getQueue().isEmpty();
+    return workUnitExecutor.executorQueueIsEmpty();
   }
 
   public void start() {
@@ -949,9 +959,6 @@ public void stop() {
       memoryMonitor.stop();
       memoryMonitorThread.join();
       workUnitExecutor.shutdown();
-      if (!workUnitExecutor.awaitTermination(5, TimeUnit.MINUTES)) {
-        throw new RuntimeException("Work executor did not terminate within 5 minutes");
-      }
       for (ComputationState state : computationMap.values()) {
         state.close();
       }
@@ -1065,7 +1072,7 @@ void streamingDispatchLoop() {
           windmillServer.getWorkStream(
               Windmill.GetWorkRequest.newBuilder()
                   .setClientId(clientId)
-                  .setMaxItems(MAX_GET_WORK_ITEMS)
+                  .setMaxItems(chooseMaximumBundlesOutstanding())
                   .setMaxBytes(MAX_GET_WORK_FETCH_BYTES)
                   .build(),
               (String computation,
@@ -1236,7 +1243,8 @@ private void callFinalizeCallbacks(Windmill.WorkItem work) {
               } catch (Throwable t) {
                 LOG.error("Source checkpoint finalization failed:", t);
               }
-            });
+            },
+            0);
       }
     }
   }
@@ -1548,7 +1556,7 @@ private void process(
       if (retryLocally) {
         // Try again after some delay and at the end of the queue to avoid a tight loop.
         sleep(retryLocallyDelayMs);
-        workUnitExecutor.forceExecute(work);
+        workUnitExecutor.forceExecute(work, work.getWorkItem().getSerializedSize());
       } else {
         // Consider the item invalid. It will eventually be retried by Windmill if it still needs to
         // be processed.
@@ -1726,7 +1734,7 @@ private Windmill.GetWorkResponse getWork() {
     return windmillServer.getWork(
         Windmill.GetWorkRequest.newBuilder()
             .setClientId(clientId)
-            .setMaxItems(MAX_GET_WORK_ITEMS)
+            .setMaxItems(chooseMaximumBundlesOutstanding())
             .setMaxBytes(MAX_GET_WORK_FETCH_BYTES)
             .build());
   }
@@ -2285,7 +2293,7 @@ public boolean activateWork(ShardedKey shardedKey, Work work) {
           // Fall through to execute without the lock held.
         }
       }
-      executor.execute(work);
+      executor.execute(work, work.getWorkItem().getSerializedSize());
       return true;
     }
 
@@ -2327,7 +2335,7 @@ public void completeWork(ShardedKey shardedKey, long workToken) {
         }
       }
       if (nextWork != null) {
-        executor.forceExecute(nextWork);
+        executor.forceExecute(nextWork, nextWork.getWorkItem().getSerializedSize());
       }
     }
 
@@ -2511,27 +2519,9 @@ public void doGet(HttpServletRequest request, HttpServletResponse response) thro
   }
 
   private class MetricsDataProvider implements StatusDataProvider {
-
     @Override
     public void appendSummaryHtml(PrintWriter writer) {
-      writer.println(
-          "Worker Threads: "
-              + workUnitExecutor.getPoolSize()
-              + "/"
-              + workUnitExecutor.getMaximumPoolSize()
-              + "<br>");
-      writer.println("Active Threads: " + workUnitExecutor.getActiveCount() + "<br>");
-      writer.println(
-          "Work Queue Size: "
-              + workUnitExecutor.getQueue().size()
-              + "/"
-              + MAX_WORK_UNITS_QUEUED
-              + "<br>");
-      writer.print("Commit Queue: ");
-      appendHumanizedBytes(commitQueue.weight(), writer);
-      writer.print(", ");
-      writer.print(commitQueue.size());
-      writer.println(" elements<br>");
+      writer.println(workUnitExecutor.summaryHtml());
 
       writer.print("Active commit: ");
       appendHumanizedBytes(activeCommitBytes.get(), writer);
diff --git a/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/util/BoundedQueueExecutor.java b/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/util/BoundedQueueExecutor.java
index 9a51e8c18febe..29a4ea7c5355c 100644
--- a/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/util/BoundedQueueExecutor.java
+++ b/runners/google-cloud-dataflow-java/worker/src/main/java/org/apache/beam/runners/dataflow/worker/util/BoundedQueueExecutor.java
@@ -18,62 +18,138 @@
 package org.apache.beam.runners.dataflow.worker.util;
 
 import java.util.concurrent.LinkedBlockingQueue;
-import java.util.concurrent.Semaphore;
 import java.util.concurrent.ThreadFactory;
 import java.util.concurrent.ThreadPoolExecutor;
 import java.util.concurrent.TimeUnit;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.util.concurrent.Monitor;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.util.concurrent.Monitor.Guard;
 
-/** Executor that blocks on execute() if its queue is full. */
+/** An executor for executing work on windmill items. */
 @SuppressWarnings({
   "nullness" // TODO(https://issues.apache.org/jira/browse/BEAM-10402)
 })
-public class BoundedQueueExecutor extends ThreadPoolExecutor {
-  private static class ReducableSemaphore extends Semaphore {
-    ReducableSemaphore(int permits) {
-      super(permits);
-    }
-
-    @Override
-    public void reducePermits(int permits) {
-      super.reducePermits(permits);
-    }
-  }
+public class BoundedQueueExecutor {
+  private final ThreadPoolExecutor executor;
+  private final int maximumElementsOutstanding;
+  private final long maximumBytesOutstanding;
 
-  private ReducableSemaphore semaphore;
+  private final Monitor monitor = new Monitor();
+  private int elementsOutstanding = 0;
+  private long bytesOutstanding = 0;
 
   public BoundedQueueExecutor(
       int maximumPoolSize,
       long keepAliveTime,
       TimeUnit unit,
-      int maximumQueueSize,
+      int maximumElementsOutstanding,
+      long maximumBytesOutstanding,
       ThreadFactory threadFactory) {
-    super(
-        maximumPoolSize,
-        maximumPoolSize,
-        keepAliveTime,
-        unit,
-        new LinkedBlockingQueue<Runnable>(),
-        threadFactory);
-    this.semaphore = new ReducableSemaphore(maximumQueueSize);
-    allowCoreThreadTimeOut(true);
+    executor =
+        new ThreadPoolExecutor(
+            maximumPoolSize,
+            maximumPoolSize,
+            keepAliveTime,
+            unit,
+            new LinkedBlockingQueue<>(),
+            threadFactory);
+    executor.allowCoreThreadTimeOut(true);
+    this.maximumElementsOutstanding = maximumElementsOutstanding;
+    this.maximumBytesOutstanding = maximumBytesOutstanding;
   }
 
-  // Before adding a Runnable to the queue, acquire the semaphore.
-  @Override
-  public void execute(Runnable r) {
-    semaphore.acquireUninterruptibly();
-    super.execute(r);
+  // Before adding a Work to the queue, check that there are enough bytes of space or no other
+  // outstanding elements of work.
+  public void execute(Runnable work, long workBytes) {
+    monitor.enterWhenUninterruptibly(
+        new Guard(monitor) {
+          @Override
+          public boolean isSatisfied() {
+            return elementsOutstanding == 0
+                || (bytesAvailable() >= workBytes
+                    && elementsOutstanding < maximumElementsOutstanding);
+          }
+        });
+    executeLockHeld(work, workBytes);
   }
 
   // Forcibly add something to the queue, ignoring the length limit.
-  public void forceExecute(Runnable r) {
-    semaphore.reducePermits(1);
-    super.execute(r);
+  public void forceExecute(Runnable work, long workBytes) {
+    monitor.enter();
+    executeLockHeld(work, workBytes);
+  }
+
+  public void shutdown() throws InterruptedException {
+    executor.shutdown();
+    if (!executor.awaitTermination(5, TimeUnit.MINUTES)) {
+      throw new RuntimeException("Work executor did not terminate within 5 minutes");
+    }
+  }
+
+  public boolean executorQueueIsEmpty() {
+    return executor.getQueue().isEmpty();
+  }
+
+  public String summaryHtml() {
+    monitor.enter();
+    try {
+      StringBuilder builder = new StringBuilder();
+      builder.append("Worker Threads: ");
+      builder.append(executor.getPoolSize());
+      builder.append("/");
+      builder.append(executor.getMaximumPoolSize());
+      builder.append("<br>/n");
+
+      builder.append("Active Threads: ");
+      builder.append(executor.getActiveCount());
+      builder.append("<br>/n");
+
+      builder.append("Work Queue Size: ");
+      builder.append(elementsOutstanding);
+      builder.append("/");
+      builder.append(maximumElementsOutstanding);
+      builder.append("<br>/n");
+
+      builder.append("Work Queue Bytes: ");
+      builder.append(bytesOutstanding);
+      builder.append("/");
+      builder.append(maximumBytesOutstanding);
+      builder.append("<br>/n");
+
+      return builder.toString();
+    } finally {
+      monitor.leave();
+    }
+  }
+
+  private void executeLockHeld(Runnable work, long workBytes) {
+    bytesOutstanding += workBytes;
+    ++elementsOutstanding;
+    monitor.leave();
+
+    try {
+      executor.execute(
+          () -> {
+            try {
+              work.run();
+            } finally {
+              decrementCounters(workBytes);
+            }
+          });
+    } catch (RuntimeException e) {
+      // If the execute() call threw an exception, decrement counters here.
+      decrementCounters(workBytes);
+      throw e;
+    }
+  }
+
+  private void decrementCounters(long workBytes) {
+    monitor.enter();
+    --elementsOutstanding;
+    bytesOutstanding -= workBytes;
+    monitor.leave();
   }
 
-  // Release the semaphore after taking a Runnable off the queue.
-  @Override
-  public void beforeExecute(Thread t, Runnable r) {
-    semaphore.release();
+  private long bytesAvailable() {
+    return maximumBytesOutstanding - bytesOutstanding;
   }
 }
diff --git a/runners/google-cloud-dataflow-java/worker/src/test/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorkerTest.java b/runners/google-cloud-dataflow-java/worker/src/test/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorkerTest.java
index c175d634508e6..c383e5d16e599 100644
--- a/runners/google-cloud-dataflow-java/worker/src/test/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorkerTest.java
+++ b/runners/google-cloud-dataflow-java/worker/src/test/java/org/apache/beam/runners/dataflow/worker/StreamingDataflowWorkerTest.java
@@ -2693,14 +2693,14 @@ public void testActiveWork() throws Exception {
 
     MockWork m1 = new MockWork(1);
     assertTrue(computationState.activateWork(key1, m1));
-    Mockito.verify(mockExecutor).execute(m1);
+    Mockito.verify(mockExecutor).execute(m1, m1.getWorkItem().getSerializedSize());
     computationState.completeWork(key1, 1);
     Mockito.verifyNoMoreInteractions(mockExecutor);
 
     // Verify work queues.
     MockWork m2 = new MockWork(2);
     assertTrue(computationState.activateWork(key1, m2));
-    Mockito.verify(mockExecutor).execute(m2);
+    Mockito.verify(mockExecutor).execute(m2, m2.getWorkItem().getSerializedSize());
     MockWork m3 = new MockWork(3);
     assertTrue(computationState.activateWork(key1, m3));
     Mockito.verifyNoMoreInteractions(mockExecutor);
@@ -2708,19 +2708,19 @@ public void testActiveWork() throws Exception {
     // Verify another key is a separate queue.
     MockWork m4 = new MockWork(4);
     assertTrue(computationState.activateWork(key2, m4));
-    Mockito.verify(mockExecutor).execute(m4);
+    Mockito.verify(mockExecutor).execute(m4, m4.getWorkItem().getSerializedSize());
     computationState.completeWork(key2, 4);
     Mockito.verifyNoMoreInteractions(mockExecutor);
 
     computationState.completeWork(key1, 2);
-    Mockito.verify(mockExecutor).forceExecute(m3);
+    Mockito.verify(mockExecutor).forceExecute(m3, m3.getWorkItem().getSerializedSize());
     computationState.completeWork(key1, 3);
     Mockito.verifyNoMoreInteractions(mockExecutor);
 
     // Verify duplicate work dropped.
     MockWork m5 = new MockWork(5);
     computationState.activateWork(key1, m5);
-    Mockito.verify(mockExecutor).execute(m5);
+    Mockito.verify(mockExecutor).execute(m5, m5.getWorkItem().getSerializedSize());
     assertFalse(computationState.activateWork(key1, m5));
     Mockito.verifyNoMoreInteractions(mockExecutor);
     computationState.completeWork(key1, 5);
@@ -2743,14 +2743,14 @@ public void testActiveWorkForShardedKeys() throws Exception {
 
     MockWork m1 = new MockWork(1);
     assertTrue(computationState.activateWork(key1Shard1, m1));
-    Mockito.verify(mockExecutor).execute(m1);
+    Mockito.verify(mockExecutor).execute(m1, m1.getWorkItem().getSerializedSize());
     computationState.completeWork(key1Shard1, 1);
     Mockito.verifyNoMoreInteractions(mockExecutor);
 
     // Verify work queues.
     MockWork m2 = new MockWork(2);
     assertTrue(computationState.activateWork(key1Shard1, m2));
-    Mockito.verify(mockExecutor).execute(m2);
+    Mockito.verify(mockExecutor).execute(m2, m2.getWorkItem().getSerializedSize());
     MockWork m3 = new MockWork(3);
     assertTrue(computationState.activateWork(key1Shard1, m3));
     Mockito.verifyNoMoreInteractions(mockExecutor);
@@ -2760,7 +2760,7 @@ public void testActiveWorkForShardedKeys() throws Exception {
     assertFalse(computationState.activateWork(key1Shard1, m4));
     Mockito.verifyNoMoreInteractions(mockExecutor);
     assertTrue(computationState.activateWork(key1Shard2, m4));
-    Mockito.verify(mockExecutor).execute(m4);
+    Mockito.verify(mockExecutor).execute(m4, m4.getWorkItem().getSerializedSize());
 
     // Verify duplicate work dropped
     assertFalse(computationState.activateWork(key1Shard2, m4));

From 0fe57b13d58badf6da8739cdc95ce03c7eb6d87f Mon Sep 17 00:00:00 2001
From: Matt Casters <mattcasters@gmail.com>
Date: Thu, 24 Feb 2022 19:38:51 +0100
Subject: [PATCH 27/61] [BEAM-1857] Add Neo4jIO (#15916)

* BEAM-1857 : Add Neo4jIO

* BEAM-1857 : Add Neo4jIO (checker fixes BEAM-10615)

* BEAM-1857 : Add Neo4jIO (spotless)

* BEAM-1857 : Add Neo4jIO (code review feedback response, comment 1)

* BEAM-1857 : Add Neo4jIO (spotless)

* BEAM-1857 : Add Neo4jIO (convert parameters mapper to stateless function)

* BEAM-1857 : Add Neo4jIO (ibzib code review response)

* BEAM-1857 : Add Neo4jIO (default to random ports for neo4j container)

* BEAM-1857 : Add Neo4jIO (checker framework warning fixes)

* BEAM-1857 : Add Neo4jIO (simplified API with neo4j-java-driver 4.4.2)

* BEAM-1857 : Add Neo4jIO (avoid security settings issues on GCP Dataflow)

* BEAM-1857 : Add Neo4jIO (java checker framework fix + extra javadoc)

* [BEAM-1857] : Add Neo4jIO (gradle fixes)

* BEAM-1857 : Add Neo4jIO (IT gradle fix)

* BEAM-1857 : Add Neo4jIO (IT gradle fix)

* BEAM-1857 : Add Neo4jIO (IT docker fix)
---
 build.gradle.kts                              |    1 +
 sdks/java/io/neo4j/OWNERS                     |    5 +
 sdks/java/io/neo4j/build.gradle               |   39 +
 .../org/apache/beam/sdk/io/neo4j/Neo4jIO.java | 1221 +++++++++++++++++
 .../beam/sdk/io/neo4j/package-info.java       |   24 +
 .../apache/beam/sdk/io/neo4j/Neo4jIOIT.java   |  275 ++++
 .../apache/beam/sdk/io/neo4j/Neo4jIOTest.java |  117 ++
 .../beam/sdk/io/neo4j/Neo4jTestUtil.java      |   70 +
 settings.gradle.kts                           |    1 +
 9 files changed, 1753 insertions(+)
 create mode 100644 sdks/java/io/neo4j/OWNERS
 create mode 100644 sdks/java/io/neo4j/build.gradle
 create mode 100644 sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/Neo4jIO.java
 create mode 100644 sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/package-info.java
 create mode 100644 sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOIT.java
 create mode 100644 sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOTest.java
 create mode 100644 sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jTestUtil.java

diff --git a/build.gradle.kts b/build.gradle.kts
index c53f8e9fe6c26..a49109d31cf4d 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -193,6 +193,7 @@ tasks.register("javaPostCommit") {
   dependsOn(":sdks:java:io:amazon-web-services2:integrationTest")
   dependsOn(":sdks:java:extensions:ml:postCommit")
   dependsOn(":sdks:java:io:kafka:kafkaVersionsCompatibilityTest")
+  dependsOn(":sdks:java:io:neo4j:integrationTest")
 }
 
 tasks.register("javaHadoopVersionsTest") {
diff --git a/sdks/java/io/neo4j/OWNERS b/sdks/java/io/neo4j/OWNERS
new file mode 100644
index 0000000000000..0ff6e82359fb6
--- /dev/null
+++ b/sdks/java/io/neo4j/OWNERS
@@ -0,0 +1,5 @@
+# See the OWNERS docs at https://s.apache.org/beam-owners
+
+reviewers:
+  - mcasters
+
diff --git a/sdks/java/io/neo4j/build.gradle b/sdks/java/io/neo4j/build.gradle
new file mode 100644
index 0000000000000..9d5adfc32b1d0
--- /dev/null
+++ b/sdks/java/io/neo4j/build.gradle
@@ -0,0 +1,39 @@
+/*
+ * 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.io.neo4j')
+provideIntegrationTestingDependencies()
+enableJavaPerformanceTesting()
+
+description = "Apache Beam :: SDKs :: Java :: IO :: Neo4j"
+ext.summary = "IO to read from and write to Neo4j graphs"
+
+dependencies {
+    implementation project(path: ":sdks:java:core", configuration: "shadow")
+    implementation "org.neo4j.driver:neo4j-java-driver:4.4.3"
+    implementation library.java.slf4j_api
+    implementation library.java.vendored_guava_26_0_jre
+    testImplementation library.java.junit
+    testImplementation library.java.hamcrest
+    testImplementation project(path: ":sdks:java:io:common", configuration: "testRuntimeMigration")
+    testImplementation project(path: ":sdks:java:testing:test-utils", configuration: "testRuntimeMigration")
+    testImplementation "org.testcontainers:neo4j:1.16.2"
+    testRuntimeOnly library.java.slf4j_jdk14
+    testRuntimeOnly project(path: ":runners:direct-java", configuration: "shadow")
+}
diff --git a/sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/Neo4jIO.java b/sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/Neo4jIO.java
new file mode 100644
index 0000000000000..9b011aff410d2
--- /dev/null
+++ b/sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/Neo4jIO.java
@@ -0,0 +1,1221 @@
+/*
+ * 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.neo4j;
+
+import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument;
+
+import com.google.auto.value.AutoValue;
+import java.io.Serializable;
+import java.net.URI;
+import java.net.URISyntaxException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.atomic.AtomicBoolean;
+import org.apache.beam.repackaged.core.org.apache.commons.lang3.StringUtils;
+import org.apache.beam.sdk.annotations.Experimental;
+import org.apache.beam.sdk.coders.Coder;
+import org.apache.beam.sdk.harness.JvmInitializer;
+import org.apache.beam.sdk.options.ValueProvider;
+import org.apache.beam.sdk.schemas.NoSuchSchemaException;
+import org.apache.beam.sdk.schemas.Schema;
+import org.apache.beam.sdk.schemas.SchemaRegistry;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.PTransform;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.transforms.display.DisplayData;
+import org.apache.beam.sdk.transforms.display.HasDisplayData;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.PDone;
+import org.apache.beam.sdk.values.TypeDescriptor;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions;
+import org.checkerframework.checker.initialization.qual.Initialized;
+import org.checkerframework.checker.nullness.qual.NonNull;
+import org.checkerframework.checker.nullness.qual.Nullable;
+import org.neo4j.driver.AuthToken;
+import org.neo4j.driver.AuthTokens;
+import org.neo4j.driver.Config;
+import org.neo4j.driver.Driver;
+import org.neo4j.driver.GraphDatabase;
+import org.neo4j.driver.Record;
+import org.neo4j.driver.Result;
+import org.neo4j.driver.Session;
+import org.neo4j.driver.SessionConfig;
+import org.neo4j.driver.TransactionConfig;
+import org.neo4j.driver.TransactionWork;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * This is a Beam IO to read from, and write data to, Neo4j.
+ *
+ * <p>
+ *
+ * <p>
+ *
+ * <h3>Driver configuration</h3>
+ *
+ * <p>To read from or write to Neo4j you have to provide a {@link DriverConfiguration} using<br>
+ * {@link DriverConfiguration#create()} or {@link DriverConfiguration#create(String, String,
+ * String)} (URL, username and password). Note that subclasses of DriverConfiguration must also be
+ * {@link Serializable}). <br>
+ * At the level of the Neo4j driver configuration you can specify a Neo4j {@link Config} object with
+ * {@link DriverConfiguration#withConfig(Config)}. This way you can configure the Neo4j driver
+ * characteristics. Likewise, you can control the characteristics of Neo4j sessions by optionally
+ * passing a {@link SessionConfig} object to {@link ReadAll} or {@link WriteUnwind}. For example,
+ * the session configuration will allow you to target a specific database or set a fetch size.
+ * Finally, in even rarer cases you might need to configure the various aspects of Neo4j
+ * transactions, for example their timeout. You can do this with a Neo4j {@link TransactionConfig}
+ * object.
+ *
+ * <p>
+ *
+ * <p>
+ *
+ * <h3>Neo4j Aura</h3>
+ *
+ * <p>If you have trouble connecting to a Neo4j Aura database please try to disable a few security
+ * algorithms in your JVM. This makes sure that the right one is picked to connect:
+ *
+ * <p>
+ *
+ * <pre>{@code
+ * Security.setProperty(
+ *       "jdk.tls.disabledAlgorithms",
+ *       "SSLv3, RC4, DES, MD5withRSA, DH keySize < 1024, EC keySize < 224, 3DES_EDE_CBC, anon, NULL");
+ * }</pre>
+ *
+ * <p>
+ *
+ * <p>
+ *
+ * <p>To execute this code on GCP Dataflow you can create a class which extends {@link
+ * JvmInitializer} and implement the {@link JvmInitializer#onStartup()} method. You need to annotate
+ * this new class with {@link com.google.auto.service.AutoService}
+ *
+ * <pre>{@code
+ * @AutoService(value = JvmInitializer.class)
+ * }</pre>
+ *
+ * <p>
+ *
+ * <h3>Reading from Neo4j</h3>
+ *
+ * <p>{@link Neo4jIO#readAll()} source returns a bounded collection of {@code OuptutT} as a {@code
+ * PCollection<OutputT>}. OutputT is the type returned by the provided {@link RowMapper}. It accepts
+ * parameters as input in the form of {@code ParameterT} as a {@code PCollection<ParameterT>}
+ *
+ * <p>The following example reads ages to return the IDs of Person nodes. It runs a Cypher query for
+ * each provided age.
+ *
+ * <p>The mapping {@link SerializableFunction} maps input values to each execution of the Cypher
+ * statement. In the function simply return a map containing the parameters you want to set.
+ *
+ * <p>The {@link RowMapper} converts output Neo4j {@link Record} values to the output of the source.
+ *
+ * <pre>{@code
+ * pipeline
+ *   .apply(Create.of(40, 50, 60))
+ *   .apply(Neo4jIO.<Integer, String>readAll()
+ *     .withDriverConfiguration(Neo4jIO.DriverConfiguration.create("neo4j://localhost:7687", "neo4j", "password"))
+ *     .withCypher("MATCH(n:Person) WHERE n.age = $age RETURN n.id")
+ *     .withReadTransaction()
+ *     .withCoder(StringUtf8Coder.of())
+ *     .withParametersFunction( age -> Collections.singletonMap( "age", age ))
+ *     .withRowMapper( record -> return record.get(0).asString() )
+ *   );
+ * }</pre>
+ *
+ * <h3>Writing to Neo4j</h3>
+ *
+ * <p>The Neo4j {@link WriteUnwind} transform supports writing data to a graph. It writes a {@link
+ * PCollection} to the graph by collecting a batch of elements after which all elements in the batch
+ * are written together to Neo4j.
+ *
+ * <p>Like the source, to configure this sink, you have to provide a {@link DriverConfiguration}.
+ *
+ * <p>In the following example we'll merge a collection of {@link org.apache.beam.sdk.values.Row}
+ * into Person nodes. Since this is a Sink it has no output and as such no RowMapper is needed. The
+ * rows are being used as a container for the parameters of the Cypher statement. The used Cypher in
+ * question needs to be an UNWIND statement. Like in the read case, the parameters {@link
+ * SerializableFunction} converts parameter values to a {@link Map}. The difference here is that the
+ * resulting Map is stored in a {@link List} (containing maps) which in turn is stored in another
+ * Map under the name provided by the {@link WriteUnwind#withUnwindMapName(String)} method. All of
+ * this is handled automatically. You do need to provide the unwind map name so that you can
+ * reference that in the UNWIND statement.
+ *
+ * <p>
+ *
+ * <p>For example:
+ *
+ * <pre>{@code
+ * pipeline
+ *   .apply(...)
+ *   .apply(Neo4jIO.<Row>writeUnwind()
+ *      .withDriverConfiguration(Neo4jIO.DriverConfiguration.create("neo4j://localhost:7687", "neo4j", "password"))
+ *      .withUnwindMapName("rows")
+ *      .withCypher("UNWIND $rows AS row MERGE(n:Person { id : row.id } ) SET n.firstName = row.first, n.lastName = row.last")
+ *      .withParametersFunction( row -> ImmutableMap.of(
+ *        "id", row.getString("id),
+ *        "first", row.getString("firstName")
+ *        "last", row.getString("lastName")))
+ *    );
+ * }</pre>
+ */
+@Experimental(Experimental.Kind.SOURCE_SINK)
+public class Neo4jIO {
+
+  private static final Logger LOG = LoggerFactory.getLogger(Neo4jIO.class);
+
+  /**
+   * Read all rows using a Neo4j Cypher query.
+   *
+   * @param <ParameterT> Type of the data representing query parameters.
+   * @param <OutputT> Type of the data to be read.
+   */
+  public static <ParameterT, OutputT> ReadAll<ParameterT, OutputT> readAll() {
+    return new AutoValue_Neo4jIO_ReadAll.Builder<ParameterT, OutputT>().build();
+  }
+
+  /**
+   * Write all rows using a Neo4j Cypher UNWIND cypher statement. This sets a default batch size of
+   * 5000.
+   *
+   * @param <ParameterT> Type of the data representing query parameters.
+   */
+  public static <ParameterT> WriteUnwind<ParameterT> writeUnwind() {
+    return new AutoValue_Neo4jIO_WriteUnwind.Builder<ParameterT>()
+        .setBatchSize(ValueProvider.StaticValueProvider.of(5000L))
+        .build();
+  }
+
+  private static <ParameterT, OutputT> PCollection<OutputT> getOutputPCollection(
+      PCollection<ParameterT> input,
+      DoFn<ParameterT, OutputT> writeFn,
+      @Nullable Coder<OutputT> coder) {
+    PCollection<OutputT> output = input.apply(ParDo.of(writeFn));
+    if (coder != null) {
+      output.setCoder(coder);
+      try {
+        TypeDescriptor<OutputT> typeDesc = coder.getEncodedTypeDescriptor();
+        SchemaRegistry registry = input.getPipeline().getSchemaRegistry();
+        Schema schema = registry.getSchema(typeDesc);
+        output.setSchema(
+            schema,
+            typeDesc,
+            registry.getToRowFunction(typeDesc),
+            registry.getFromRowFunction(typeDesc));
+      } catch (NoSuchSchemaException e) {
+        // ignore
+      }
+    }
+    return output;
+  }
+
+  /**
+   * An interface used by {@link ReadAll} for converting each row of a Neo4j {@link Result} record
+   * {@link Record} into an element of the resulting {@link PCollection}.
+   */
+  @FunctionalInterface
+  public interface RowMapper<T> extends Serializable {
+    T mapRow(Record record) throws Exception;
+  }
+
+  /**
+   * A convenience method to clarify the way {@link ValueProvider} works to the static code checker
+   * framework for {@link Nullable} values.
+   *
+   * @param valueProvider
+   * @param <T>
+   * @return The provided value or null if none was specified.
+   */
+  private static <T> T getProvidedValue(@Nullable ValueProvider<T> valueProvider) {
+    if (valueProvider == null) {
+      return (T) null;
+    }
+    return valueProvider.get();
+  }
+
+  /** This describes all the information needed to create a Neo4j {@link Session}. */
+  @AutoValue
+  public abstract static class DriverConfiguration implements Serializable {
+    public static DriverConfiguration create() {
+      return new AutoValue_Neo4jIO_DriverConfiguration.Builder()
+          .build()
+          .withDefaultConfig(true)
+          .withConfig(Config.defaultConfig());
+    }
+
+    public static DriverConfiguration create(String url, String username, String password) {
+      checkArgument(url != null, "url can not be null");
+      checkArgument(username != null, "username can not be null");
+      checkArgument(password != null, "password can not be null");
+      return new AutoValue_Neo4jIO_DriverConfiguration.Builder()
+          .build()
+          .withDefaultConfig(true)
+          .withConfig(Config.defaultConfig())
+          .withUrl(url)
+          .withUsername(username)
+          .withPassword(password);
+    }
+
+    abstract @Nullable ValueProvider<String> getUrl();
+
+    abstract @Nullable ValueProvider<List<String>> getUrls();
+
+    abstract @Nullable ValueProvider<String> getUsername();
+
+    abstract @Nullable ValueProvider<String> getPassword();
+
+    abstract @Nullable Config getConfig();
+
+    abstract @Nullable ValueProvider<Boolean> getHasDefaultConfig();
+
+    abstract Builder builder();
+
+    public DriverConfiguration withUrl(String url) {
+      return withUrl(ValueProvider.StaticValueProvider.of(url));
+    }
+
+    public DriverConfiguration withUrl(ValueProvider<String> url) {
+      Preconditions.checkArgument(
+          url != null, "a neo4j connection URL can not be empty or null", url);
+      Preconditions.checkArgument(
+          StringUtils.isNotEmpty(url.get()),
+          "a neo4j connection URL can not be empty or null",
+          url);
+      return builder().setUrl(url).build();
+    }
+
+    public DriverConfiguration withUrls(List<String> urls) {
+      return withUrls(ValueProvider.StaticValueProvider.of(urls));
+    }
+
+    public DriverConfiguration withUrls(ValueProvider<List<String>> urls) {
+      Preconditions.checkArgument(
+          urls != null, "a list of neo4j connection URLs can not be empty or null", urls);
+      Preconditions.checkArgument(
+          urls.get() != null && !urls.get().isEmpty(),
+          "a neo4j connection URL can not be empty or null",
+          urls);
+      return builder().setUrls(urls).build();
+    }
+
+    public DriverConfiguration withConfig(Config config) {
+      return builder().setConfig(config).build();
+    }
+
+    public DriverConfiguration withUsername(String username) {
+      return withUsername(ValueProvider.StaticValueProvider.of(username));
+    }
+
+    public DriverConfiguration withUsername(ValueProvider<String> username) {
+      Preconditions.checkArgument(username != null, "neo4j username can not be null", username);
+      Preconditions.checkArgument(
+          username.get() != null, "neo4j username can not be null", username);
+      return builder().setUsername(username).build();
+    }
+
+    public DriverConfiguration withPassword(String password) {
+      return withPassword(ValueProvider.StaticValueProvider.of(password));
+    }
+
+    public DriverConfiguration withPassword(ValueProvider<String> password) {
+      Preconditions.checkArgument(password != null, "neo4j password can not be null", password);
+      Preconditions.checkArgument(
+          password.get() != null, "neo4j password can not be null", password);
+      return builder().setPassword(password).build();
+    }
+
+    public DriverConfiguration withDefaultConfig(boolean useDefault) {
+      return withDefaultConfig(ValueProvider.StaticValueProvider.of(useDefault));
+    }
+
+    public DriverConfiguration withDefaultConfig(ValueProvider<Boolean> useDefault) {
+      Preconditions.checkArgument(
+          useDefault != null, "withDefaultConfig parameter useDefault can not be null", useDefault);
+      Preconditions.checkArgument(
+          useDefault.get() != null,
+          "withDefaultConfig parameter useDefault can not be null",
+          useDefault);
+      return builder().setHasDefaultConfig(useDefault).build();
+    }
+
+    void populateDisplayData(DisplayData.Builder builder) {
+      builder.addIfNotNull(DisplayData.item("neo4j-url", getUrl()));
+      builder.addIfNotNull(DisplayData.item("neo4j-username", getUsername()));
+      builder.addIfNotNull(
+          DisplayData.item(
+              "neo4j-password", getPassword() != null ? "<provided>" : "<not-provided>"));
+    }
+
+    Driver buildDriver() {
+      // Create the Neo4j Driver
+      // This uses the provided Neo4j configuration along with URLs, username and password
+      //
+      Config config = getConfig();
+      if (config == null) {
+        throw new RuntimeException("please provide a neo4j config");
+      }
+      // We're trying to work around a subtle serialisation bug in the Neo4j Java driver.
+      // The fix is work in progress.  For now, we harden our code to avoid
+      // wild goose chases.
+      //
+      Boolean hasDefaultConfig = getProvidedValue(getHasDefaultConfig());
+      if (hasDefaultConfig != null && hasDefaultConfig) {
+        config = Config.defaultConfig();
+      }
+
+      // Get the list of the URI to connect with
+      //
+      List<URI> uris = new ArrayList<>();
+      String url = getProvidedValue(getUrl());
+      if (url != null) {
+        try {
+          uris.add(new URI(url));
+        } catch (URISyntaxException e) {
+          throw new RuntimeException("Error creating URI from URL '" + url + "'", e);
+        }
+      }
+      List<String> providedUrls = getProvidedValue(getUrls());
+      if (providedUrls != null) {
+        for (String providedUrl : providedUrls) {
+          try {
+            uris.add(new URI(providedUrl));
+          } catch (URISyntaxException e) {
+            throw new RuntimeException(
+                "Error creating URI '"
+                    + providedUrl
+                    + "' from a list of "
+                    + providedUrls.size()
+                    + " URLs",
+                e);
+          }
+        }
+      }
+
+      // A specific routing driver can be used to connect to specific clustered configurations.
+      // Often we don't need it because the Java driver automatically can figure this out
+      // automatically. To keep things simple we use the routing driver in case we have more
+      // than one URL specified.  This is an exceptional case.
+      //
+      Driver driver;
+      AuthToken authTokens =
+          getAuthToken(getProvidedValue(getUsername()), getProvidedValue(getPassword()));
+      if (uris.size() > 1) {
+        driver = GraphDatabase.routingDriver(uris, authTokens, config);
+      } else {
+        // Just take the first URI that was provided
+        driver = GraphDatabase.driver(uris.get(0), authTokens, config);
+      }
+
+      return driver;
+    }
+
+    /**
+     * Certain embedded scenarios and so on actually allow for having no authentication at all.
+     *
+     * @param username The username if one is needed
+     * @param password The password if one is needed
+     * @return The AuthToken
+     */
+    protected AuthToken getAuthToken(String username, String password) {
+      if (username != null && password != null) {
+        return AuthTokens.basic(username, password);
+      } else {
+        return AuthTokens.none();
+      }
+    }
+
+    /**
+     * The Builder class below is not visible. We use it to service the "with" methods below the
+     * Builder class.
+     */
+    @AutoValue.Builder
+    abstract static class Builder {
+      abstract Builder setUrl(ValueProvider<String> url);
+
+      abstract Builder setUrls(ValueProvider<List<String>> url);
+
+      abstract Builder setUsername(ValueProvider<String> username);
+
+      abstract Builder setPassword(ValueProvider<String> password);
+
+      abstract Builder setConfig(Config config);
+
+      abstract Builder setHasDefaultConfig(ValueProvider<Boolean> useDefault);
+
+      abstract DriverConfiguration build();
+    }
+  }
+
+  /** This is the class which handles the work behind the {@link #readAll} method. */
+  @AutoValue
+  public abstract static class ReadAll<ParameterT, OutputT>
+      extends PTransform<PCollection<ParameterT>, PCollection<OutputT>> {
+
+    abstract @Nullable SerializableFunction<Void, Driver> getDriverProviderFn();
+
+    abstract @Nullable SessionConfig getSessionConfig();
+
+    abstract @Nullable TransactionConfig getTransactionConfig();
+
+    abstract @Nullable ValueProvider<String> getCypher();
+
+    abstract @Nullable ValueProvider<Boolean> getWriteTransaction();
+
+    abstract @Nullable RowMapper<OutputT> getRowMapper();
+
+    abstract @Nullable SerializableFunction<ParameterT, Map<String, Object>>
+        getParametersFunction();
+
+    abstract @Nullable Coder<OutputT> getCoder();
+
+    abstract @Nullable ValueProvider<Boolean> getLogCypher();
+
+    abstract Builder<ParameterT, OutputT> toBuilder();
+
+    public ReadAll<ParameterT, OutputT> withDriverConfiguration(DriverConfiguration config) {
+      return toBuilder()
+          .setDriverProviderFn(new DriverProviderFromDriverConfiguration(config))
+          .build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withCypher(String cypher) {
+      checkArgument(
+          cypher != null, "Neo4jIO.readAll().withCypher(query) called with null cypher query");
+      return withCypher(ValueProvider.StaticValueProvider.of(cypher));
+    }
+
+    public ReadAll<ParameterT, OutputT> withCypher(ValueProvider<String> cypher) {
+      checkArgument(cypher != null, "Neo4jIO.readAll().withCypher(cypher) called with null cypher");
+      return toBuilder().setCypher(cypher).build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withSessionConfig(SessionConfig sessionConfig) {
+      checkArgument(
+          sessionConfig != null,
+          "Neo4jIO.readAll().withSessionConfig(sessionConfig) called with null sessionConfig");
+      return toBuilder().setSessionConfig(sessionConfig).build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withTransactionConfig(TransactionConfig transactionConfig) {
+      checkArgument(
+          transactionConfig != null,
+          "Neo4jIO.readAll().withTransactionConfig(transactionConfig) called with null transactionConfig");
+      return toBuilder().setTransactionConfig(transactionConfig).build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withRowMapper(RowMapper<OutputT> rowMapper) {
+      checkArgument(
+          rowMapper != null,
+          "Neo4jIO.readAll().withRowMapper(rowMapper) called with null rowMapper");
+      return toBuilder().setRowMapper(rowMapper).build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withParametersFunction(
+        SerializableFunction<ParameterT, Map<String, Object>> parametersFunction) {
+      checkArgument(
+          parametersFunction != null,
+          "Neo4jIO.readAll().withParametersFunction(parametersFunction) called with null parametersFunction");
+      return toBuilder().setParametersFunction(parametersFunction).build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withCoder(Coder<OutputT> coder) {
+      checkArgument(coder != null, "Neo4jIO.readAll().withCoder(coder) called with null coder");
+      return toBuilder().setCoder(coder).build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withReadTransaction() {
+      return toBuilder()
+          .setWriteTransaction(ValueProvider.StaticValueProvider.of(Boolean.FALSE))
+          .build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withWriteTransaction() {
+      return toBuilder()
+          .setWriteTransaction(ValueProvider.StaticValueProvider.of(Boolean.TRUE))
+          .build();
+    }
+
+    public ReadAll<ParameterT, OutputT> withCypherLogging() {
+      return toBuilder().setLogCypher(ValueProvider.StaticValueProvider.of(Boolean.TRUE)).build();
+    }
+
+    @Override
+    public PCollection<OutputT> expand(PCollection<ParameterT> input) {
+
+      final SerializableFunction<Void, Driver> driverProviderFn = getDriverProviderFn();
+      final RowMapper<OutputT> rowMapper = getRowMapper();
+      SerializableFunction<ParameterT, Map<String, Object>> parametersFunction =
+          getParametersFunction();
+
+      final String cypher = getProvidedValue(getCypher());
+      checkArgument(cypher != null, "please provide a cypher statement to execute");
+
+      SessionConfig sessionConfig = getSessionConfig();
+      if (sessionConfig == null) {
+        // Create a default session configuration as recommended by Neo4j
+        //
+        sessionConfig = SessionConfig.defaultConfig();
+      }
+
+      TransactionConfig transactionConfig = getTransactionConfig();
+      if (transactionConfig == null) {
+        transactionConfig = TransactionConfig.empty();
+      }
+
+      Boolean writeTransaction = getProvidedValue(getWriteTransaction());
+      if (writeTransaction == null) {
+        writeTransaction = Boolean.FALSE;
+      }
+
+      Boolean logCypher = getProvidedValue(getLogCypher());
+      if (logCypher == null) {
+        logCypher = Boolean.FALSE;
+      }
+
+      if (driverProviderFn == null) {
+        throw new RuntimeException("please provide a driver provider");
+      }
+      if (rowMapper == null) {
+        throw new RuntimeException("please provide a row mapper");
+      }
+      if (parametersFunction == null) {
+        parametersFunction = t -> Collections.emptyMap();
+      }
+
+      ReadFn<ParameterT, OutputT> readFn =
+          new ReadFn<>(
+              driverProviderFn,
+              sessionConfig,
+              transactionConfig,
+              cypher,
+              rowMapper,
+              parametersFunction,
+              writeTransaction,
+              logCypher);
+
+      return getOutputPCollection(input, readFn, getCoder());
+    }
+
+    @Override
+    public void populateDisplayData(DisplayData.Builder builder) {
+      super.populateDisplayData(builder);
+      String cypher = getProvidedValue(getCypher());
+      if (cypher == null) {
+        cypher = "";
+      }
+      builder.add(DisplayData.item("cypher", cypher));
+      SerializableFunction<Void, Driver> driverProviderFn = getDriverProviderFn();
+      if (driverProviderFn != null) {
+        if (driverProviderFn instanceof HasDisplayData) {
+          ((HasDisplayData) driverProviderFn).populateDisplayData(builder);
+        }
+      }
+    }
+
+    @AutoValue.Builder
+    abstract static class Builder<ParameterT, OutputT> {
+      abstract Builder<ParameterT, OutputT> setDriverProviderFn(
+          SerializableFunction<Void, Driver> driverProviderFn);
+
+      abstract Builder<ParameterT, OutputT> setCypher(ValueProvider<String> cypher);
+
+      abstract Builder<ParameterT, OutputT> setSessionConfig(SessionConfig sessionConfig);
+
+      abstract Builder<ParameterT, OutputT> setTransactionConfig(
+          TransactionConfig transactionConfig);
+
+      abstract Builder<ParameterT, OutputT> setWriteTransaction(
+          ValueProvider<Boolean> writeTransaction);
+
+      abstract Builder<ParameterT, OutputT> setRowMapper(RowMapper<OutputT> rowMapper);
+
+      abstract Builder<ParameterT, OutputT> setParametersFunction(
+          SerializableFunction<ParameterT, Map<String, Object>> parametersFunction);
+
+      abstract Builder<ParameterT, OutputT> setCoder(Coder<OutputT> coder);
+
+      abstract Builder<ParameterT, OutputT> setLogCypher(ValueProvider<Boolean> logCypher);
+
+      abstract ReadAll<ParameterT, OutputT> build();
+    }
+  }
+
+  /** A {@link DoFn} to execute a Cypher query to read from Neo4j. */
+  private static class ReadWriteFn<ParameterT, OutputT> extends DoFn<ParameterT, OutputT> {
+    protected static class DriverSession {
+      public @Nullable Driver driver;
+      public @Nullable Session session;
+      public @NonNull AtomicBoolean closed;
+
+      protected DriverSession(Driver driver, Session session) {
+        this.driver = driver;
+        this.session = session;
+        this.closed = new AtomicBoolean(false);
+      }
+
+      private DriverSession() {
+        this.driver = null;
+        this.session = null;
+        this.closed = new AtomicBoolean(true);
+      }
+
+      protected static @NonNull DriverSession emptyClosed() {
+        return new DriverSession();
+      }
+    }
+
+    protected final @NonNull SerializableFunction<Void, Driver> driverProviderFn;
+    protected final @NonNull SessionConfig sessionConfig;
+    protected final @NonNull TransactionConfig transactionConfig;
+
+    protected transient @NonNull DriverSession driverSession;
+
+    protected ReadWriteFn(
+        @NonNull SerializableFunction<Void, Driver> driverProviderFn,
+        @NonNull SessionConfig sessionConfig,
+        @NonNull TransactionConfig transactionConfig) {
+      this.driverProviderFn = driverProviderFn;
+      this.sessionConfig = sessionConfig;
+      this.transactionConfig = transactionConfig;
+      this.driverSession = DriverSession.emptyClosed();
+    }
+
+    /**
+     * Delay the creation of driver and session until we actually have data to do something with.
+     */
+    @Setup
+    public void setup() {}
+
+    protected @NonNull Driver createDriver() {
+      Driver driver = driverProviderFn.apply(null);
+      if (driver == null) {
+        throw new RuntimeException("null driver given by driver provider");
+      }
+      return driver;
+    }
+
+    protected @Initialized @NonNull DriverSession buildDriverSession() {
+      @NonNull Driver driver = createDriver();
+      @NonNull Session session = driver.session(sessionConfig);
+      return new DriverSession(driver, session);
+    }
+
+    @StartBundle
+    public void startBundle() {
+      if (driverSession == null || driverSession.closed.get()) {
+        driverSession = buildDriverSession();
+      }
+    }
+
+    @FinishBundle
+    public void finishBundle() {
+      cleanUpDriverSession();
+    }
+
+    @Override
+    protected void finalize() {
+      cleanUpDriverSession();
+    }
+
+    protected void cleanUpDriverSession() {
+      if (!driverSession.closed.get()) {
+        try {
+          if (driverSession.session != null) {
+            driverSession.session.close();
+          }
+          if (driverSession.driver != null) {
+            driverSession.driver.close();
+          }
+        } finally {
+          driverSession.closed.set(true);
+        }
+      }
+    }
+
+    protected String getParametersString(Map<String, Object> parametersMap) {
+      StringBuilder parametersString = new StringBuilder();
+      parametersMap
+          .keySet()
+          .forEach(
+              key -> {
+                if (parametersString.length() > 0) {
+                  parametersString.append(',');
+                }
+                parametersString.append(key).append('=');
+                Object value = parametersMap.get(key);
+                if (value == null) {
+                  parametersString.append("<null>");
+                } else {
+                  parametersString.append(value);
+                }
+              });
+      return parametersString.toString();
+    }
+  }
+
+  /** A {@link DoFn} to execute a Cypher query to read from Neo4j. */
+  private static class ReadFn<ParameterT, OutputT> extends ReadWriteFn<ParameterT, OutputT> {
+    protected final @NonNull String cypher;
+    protected final @NonNull RowMapper<OutputT> rowMapper;
+    protected final @Nullable SerializableFunction<ParameterT, Map<String, Object>>
+        parametersFunction;
+
+    private final boolean writeTransaction;
+    private final boolean logCypher;
+
+    private ReadFn(
+        @NonNull SerializableFunction<Void, Driver> driverProviderFn,
+        @NonNull SessionConfig sessionConfig,
+        @NonNull TransactionConfig transactionConfig,
+        @NonNull String cypher,
+        @NonNull RowMapper<OutputT> rowMapper,
+        @Nullable SerializableFunction<ParameterT, Map<String, Object>> parametersFunction,
+        boolean writeTransaction,
+        boolean logCypher) {
+      super(driverProviderFn, sessionConfig, transactionConfig);
+      this.cypher = cypher;
+      this.rowMapper = rowMapper;
+      this.parametersFunction = parametersFunction;
+      this.writeTransaction = writeTransaction;
+      this.logCypher = logCypher;
+    }
+
+    @ProcessElement
+    public void processElement(ProcessContext context) {
+      // Map the input data to the parameters map...
+      //
+      ParameterT parameters = context.element();
+      final Map<String, Object> parametersMap;
+      if (parametersFunction != null) {
+        parametersMap = parametersFunction.apply(parameters);
+      } else {
+        parametersMap = Collections.emptyMap();
+      }
+      executeReadCypherStatement(context, parametersMap);
+    }
+
+    private void executeReadCypherStatement(
+        final ProcessContext processContext, Map<String, Object> parametersMap) {
+      // The actual "reading" work needs to happen in a transaction.
+      // We could actually read and write here depending on the type of transaction
+      // we picked.  As long as the Cypher statement returns values it's fine.
+      //
+      TransactionWork<Void> transactionWork =
+          transaction -> {
+            Result result = transaction.run(cypher, parametersMap);
+            while (result.hasNext()) {
+              Record record = result.next();
+              try {
+                OutputT outputT = rowMapper.mapRow(record);
+                processContext.output(outputT);
+              } catch (Exception e) {
+                throw new RuntimeException("error mapping Neo4j record to row", e);
+              }
+            }
+
+            // We deliver no specific Neo4j transaction output beyond what goes to the context
+            // output
+            //
+            return null;
+          };
+
+      if (logCypher) {
+        String parametersString = getParametersString(parametersMap);
+
+        String readWrite = writeTransaction ? "write" : "read";
+        LOG.info(
+            "Starting a "
+                + readWrite
+                + " transaction for cypher: "
+                + cypher
+                + ", parameters: "
+                + parametersString);
+      }
+
+      // There are 2 ways to do a transaction on Neo4j: read or write
+      // It's important that the right type is selected, especially in clustered configurations.
+      //
+      if (driverSession.session == null) {
+        throw new RuntimeException("neo4j session was not initialized correctly");
+      } else {
+        if (writeTransaction) {
+          driverSession.session.writeTransaction(transactionWork, transactionConfig);
+        } else {
+          driverSession.session.readTransaction(transactionWork, transactionConfig);
+        }
+      }
+    }
+  }
+
+  /**
+   * Wraps a {@link DriverConfiguration} to provide a {@link Driver}.
+   *
+   * <p>At most a single {@link Driver} instance will be constructed during pipeline execution for
+   * each unique {@link DriverConfiguration} within the pipeline.
+   */
+  public static class DriverProviderFromDriverConfiguration
+      implements SerializableFunction<Void, Driver>, HasDisplayData {
+    private final DriverConfiguration config;
+
+    private DriverProviderFromDriverConfiguration(DriverConfiguration config) {
+      this.config = config;
+    }
+
+    public static SerializableFunction<Void, Driver> of(DriverConfiguration config) {
+      return new DriverProviderFromDriverConfiguration(config);
+    }
+
+    @Override
+    public Driver apply(Void input) {
+      return config.buildDriver();
+    }
+
+    @Override
+    public void populateDisplayData(DisplayData.Builder builder) {
+      config.populateDisplayData(builder);
+    }
+  }
+
+  /** This is the class which handles the work behind the {@link #writeUnwind()} method. */
+  @AutoValue
+  public abstract static class WriteUnwind<ParameterT>
+      extends PTransform<PCollection<ParameterT>, PDone> {
+
+    abstract @Nullable SerializableFunction<Void, Driver> getDriverProviderFn();
+
+    abstract @Nullable ValueProvider<SessionConfig> getSessionConfig();
+
+    abstract @Nullable ValueProvider<String> getCypher();
+
+    abstract @Nullable ValueProvider<String> getUnwindMapName();
+
+    abstract @Nullable ValueProvider<TransactionConfig> getTransactionConfig();
+
+    abstract @Nullable SerializableFunction<ParameterT, Map<String, Object>>
+        getParametersFunction();
+
+    abstract @Nullable ValueProvider<Long> getBatchSize();
+
+    abstract @Nullable ValueProvider<Boolean> getLogCypher();
+
+    abstract Builder<ParameterT> toBuilder();
+
+    public WriteUnwind<ParameterT> withDriverConfiguration(DriverConfiguration config) {
+      return toBuilder()
+          .setDriverProviderFn(new DriverProviderFromDriverConfiguration(config))
+          .build();
+    }
+
+    public WriteUnwind<ParameterT> withCypher(String cypher) {
+      checkArgument(
+          cypher != null, "Neo4jIO.writeUnwind().withCypher(query) called with null cypher query");
+      return withCypher(ValueProvider.StaticValueProvider.of(cypher));
+    }
+
+    public WriteUnwind<ParameterT> withCypher(ValueProvider<String> cypher) {
+      checkArgument(
+          cypher != null, "Neo4jIO.writeUnwind().withCypher(cypher) called with null cypher");
+      return toBuilder().setCypher(cypher).build();
+    }
+
+    public WriteUnwind<ParameterT> withUnwindMapName(String mapName) {
+      checkArgument(
+          mapName != null,
+          "Neo4jIO.writeUnwind().withUnwindMapName(query) called with null mapName");
+      return withUnwindMapName(ValueProvider.StaticValueProvider.of(mapName));
+    }
+
+    public WriteUnwind<ParameterT> withUnwindMapName(ValueProvider<String> mapName) {
+      checkArgument(
+          mapName != null,
+          "Neo4jIO.writeUnwind().withUnwindMapName(cypher) called with null mapName");
+      return toBuilder().setUnwindMapName(mapName).build();
+    }
+
+    public WriteUnwind<ParameterT> withTransactionConfig(TransactionConfig transactionConfig) {
+      checkArgument(
+          transactionConfig != null,
+          "Neo4jIO.writeUnwind().withTransactionConfig(config) called with null transactionConfig");
+      return withTransactionConfig(ValueProvider.StaticValueProvider.of(transactionConfig));
+    }
+
+    public WriteUnwind<ParameterT> withTransactionConfig(
+        ValueProvider<TransactionConfig> transactionConfig) {
+      checkArgument(
+          transactionConfig != null,
+          "Neo4jIO.writeUnwind().withTransactionConfig(config) called with null transactionConfig");
+      return toBuilder().setTransactionConfig(transactionConfig).build();
+    }
+
+    public WriteUnwind<ParameterT> withSessionConfig(SessionConfig sessionConfig) {
+      checkArgument(
+          sessionConfig != null,
+          "Neo4jIO.writeUnwind().withSessionConfig(sessionConfig) called with null sessionConfig");
+      return withSessionConfig(ValueProvider.StaticValueProvider.of(sessionConfig));
+    }
+
+    public WriteUnwind<ParameterT> withSessionConfig(ValueProvider<SessionConfig> sessionConfig) {
+      checkArgument(
+          sessionConfig != null,
+          "Neo4jIO.writeUnwind().withSessionConfig(sessionConfig) called with null sessionConfig");
+      return toBuilder().setSessionConfig(sessionConfig).build();
+    }
+
+    // Batch size
+    public WriteUnwind<ParameterT> withBatchSize(long batchSize) {
+      checkArgument(
+          batchSize > 0, "Neo4jIO.writeUnwind().withFetchSize(query) called with batchSize<=0");
+      return withBatchSize(ValueProvider.StaticValueProvider.of(batchSize));
+    }
+
+    public WriteUnwind<ParameterT> withBatchSize(ValueProvider<Long> batchSize) {
+      checkArgument(
+          batchSize != null && batchSize.get() >= 0,
+          "Neo4jIO.readAll().withBatchSize(query) called with batchSize<=0");
+      return toBuilder().setBatchSize(batchSize).build();
+    }
+
+    public WriteUnwind<ParameterT> withParametersFunction(
+        SerializableFunction<ParameterT, Map<String, Object>> parametersFunction) {
+      checkArgument(
+          parametersFunction != null,
+          "Neo4jIO.readAll().withParametersFunction(parametersFunction) called with null parametersFunction");
+      return toBuilder().setParametersFunction(parametersFunction).build();
+    }
+
+    public WriteUnwind<ParameterT> withCypherLogging() {
+      return toBuilder().setLogCypher(ValueProvider.StaticValueProvider.of(Boolean.TRUE)).build();
+    }
+
+    @Override
+    public PDone expand(PCollection<ParameterT> input) {
+
+      final SerializableFunction<Void, Driver> driverProviderFn = getDriverProviderFn();
+      final SerializableFunction<ParameterT, Map<String, Object>> parametersFunction =
+          getParametersFunction();
+      SessionConfig sessionConfig = getProvidedValue(getSessionConfig());
+      if (sessionConfig == null) {
+        sessionConfig = SessionConfig.defaultConfig();
+      }
+      TransactionConfig transactionConfig = getProvidedValue(getTransactionConfig());
+      if (transactionConfig == null) {
+        transactionConfig = TransactionConfig.empty();
+      }
+      final String cypher = getProvidedValue(getCypher());
+      checkArgument(cypher != null, "please provide an unwind cypher statement to execute");
+      final String unwindMapName = getProvidedValue(getUnwindMapName());
+      checkArgument(unwindMapName != null, "please provide an unwind map name");
+
+      Long batchSize = getProvidedValue(getBatchSize());
+      if (batchSize == null || batchSize <= 0) {
+        batchSize = 5000L;
+      }
+
+      Boolean logCypher = getProvidedValue(getLogCypher());
+      if (logCypher == null) {
+        logCypher = Boolean.FALSE;
+      }
+
+      if (driverProviderFn == null) {
+        throw new RuntimeException("please provide a driver provider");
+      }
+      if (parametersFunction == null) {
+        throw new RuntimeException("please provide a parameters function");
+      }
+      WriteUnwindFn<ParameterT> writeFn =
+          new WriteUnwindFn<>(
+              driverProviderFn,
+              sessionConfig,
+              transactionConfig,
+              cypher,
+              parametersFunction,
+              batchSize,
+              logCypher,
+              unwindMapName);
+
+      input.apply(ParDo.of(writeFn));
+
+      return PDone.in(input.getPipeline());
+    }
+
+    @Override
+    public void populateDisplayData(DisplayData.Builder builder) {
+      super.populateDisplayData(builder);
+      builder.add(DisplayData.item("cypher", getCypher()));
+
+      final SerializableFunction<Void, Driver> driverProviderFn = getDriverProviderFn();
+      if (driverProviderFn != null) {
+        if (driverProviderFn instanceof HasDisplayData) {
+          ((HasDisplayData) driverProviderFn).populateDisplayData(builder);
+        }
+      }
+    }
+
+    @AutoValue.Builder
+    abstract static class Builder<ParameterT> {
+      abstract Builder<ParameterT> setDriverProviderFn(
+          SerializableFunction<Void, Driver> driverProviderFn);
+
+      abstract Builder<ParameterT> setSessionConfig(ValueProvider<SessionConfig> sessionConfig);
+
+      abstract Builder<ParameterT> setTransactionConfig(
+          ValueProvider<TransactionConfig> transactionConfig);
+
+      abstract Builder<ParameterT> setCypher(ValueProvider<String> cypher);
+
+      abstract Builder<ParameterT> setUnwindMapName(ValueProvider<String> unwindMapName);
+
+      abstract Builder<ParameterT> setParametersFunction(
+          SerializableFunction<ParameterT, Map<String, Object>> parametersFunction);
+
+      abstract Builder<ParameterT> setBatchSize(ValueProvider<Long> batchSize);
+
+      abstract Builder<ParameterT> setLogCypher(ValueProvider<Boolean> logCypher);
+
+      abstract WriteUnwind<ParameterT> build();
+    }
+  }
+
+  /** A {@link DoFn} to execute a Cypher query to read from Neo4j. */
+  private static class WriteUnwindFn<ParameterT> extends ReadWriteFn<ParameterT, Void> {
+
+    private final @NonNull String cypher;
+    private final @Nullable SerializableFunction<ParameterT, Map<String, Object>>
+        parametersFunction;
+    private final boolean logCypher;
+    private final long batchSize;
+    private final @NonNull String unwindMapName;
+
+    private long elementsInput;
+    private boolean loggingDone;
+    private List<Map<String, Object>> unwindList;
+
+    private WriteUnwindFn(
+        @NonNull SerializableFunction<Void, Driver> driverProviderFn,
+        @NonNull SessionConfig sessionConfig,
+        @NonNull TransactionConfig transactionConfig,
+        @NonNull String cypher,
+        @Nullable SerializableFunction<ParameterT, Map<String, Object>> parametersFunction,
+        long batchSize,
+        boolean logCypher,
+        String unwindMapName) {
+      super(driverProviderFn, sessionConfig, transactionConfig);
+      this.cypher = cypher;
+      this.parametersFunction = parametersFunction;
+      this.logCypher = logCypher;
+      this.batchSize = batchSize;
+      this.unwindMapName = unwindMapName;
+
+      unwindList = new ArrayList<>();
+
+      elementsInput = 0;
+      loggingDone = false;
+    }
+
+    @ProcessElement
+    public void processElement(ProcessContext context) {
+      // Map the input data to the parameters map...
+      //
+      ParameterT parameters = context.element();
+      if (parametersFunction != null) {
+        // Every input element creates a new Map<String,Object> entry in unwindList
+        //
+        unwindList.add(parametersFunction.apply(parameters));
+      } else {
+        // Someone is writing a bunch of static or procedurally generated values to Neo4j
+        unwindList.add(Collections.emptyMap());
+      }
+      elementsInput++;
+
+      if (elementsInput >= batchSize) {
+        // Execute the cypher query with the collected parameters map
+        //
+        executeCypherUnwindStatement();
+      }
+    }
+
+    private void executeCypherUnwindStatement() {
+      // In case of errors and no actual input read (error in mapper) we don't have input
+      // So we don't want to execute any cypher in this case.  There's no need to generate even more
+      // errors
+      //
+      if (elementsInput == 0) {
+        return;
+      }
+
+      // Add the accumulated list to the overall parameters map
+      // It contains a single parameter to unwind
+      //
+      final Map<String, Object> parametersMap = new HashMap<>();
+      parametersMap.put(unwindMapName, unwindList);
+
+      // Every "write" transaction writes a batch of elements to Neo4j.
+      // The changes to the database are automatically committed.
+      //
+      TransactionWork<Void> transactionWork =
+          transaction -> {
+            Result result = transaction.run(cypher, parametersMap);
+            while (result.hasNext()) {
+              // This just consumes any output but the function basically has no output
+              // To be revisited based on requirements.
+              //
+              result.next();
+            }
+            return null;
+          };
+
+      if (logCypher && !loggingDone) {
+        String parametersString = getParametersString(parametersMap);
+        LOG.info(
+            "Starting a write transaction for unwind statement cypher: "
+                + cypher
+                + ", parameters: "
+                + parametersString);
+        loggingDone = true;
+      }
+
+      if (driverSession.session == null) {
+        throw new RuntimeException("neo4j session was not initialized correctly");
+      } else {
+        try {
+          driverSession.session.writeTransaction(transactionWork, transactionConfig);
+        } catch (Exception e) {
+          throw new RuntimeException(
+              "Error writing " + unwindList.size() + " rows to Neo4j with Cypher: " + cypher, e);
+        }
+      }
+
+      // Now we need to reset the number of elements read and the parameters map
+      //
+      unwindList.clear();
+      elementsInput = 0;
+    }
+
+    @FinishBundle
+    @Override
+    public void finishBundle() {
+      executeCypherUnwindStatement();
+    }
+  }
+}
diff --git a/sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/package-info.java b/sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/package-info.java
new file mode 100644
index 0000000000000..5c8656dea28ed
--- /dev/null
+++ b/sdks/java/io/neo4j/src/main/java/org/apache/beam/sdk/io/neo4j/package-info.java
@@ -0,0 +1,24 @@
+/*
+ * 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.
+ */
+
+/** Transforms for reading from and writing to from Neo4j. */
+@Experimental(Kind.SOURCE_SINK)
+package org.apache.beam.sdk.io.neo4j;
+
+import org.apache.beam.sdk.annotations.Experimental;
+import org.apache.beam.sdk.annotations.Experimental.Kind;
diff --git a/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOIT.java b/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOIT.java
new file mode 100644
index 0000000000000..fc8d712b6ccae
--- /dev/null
+++ b/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOIT.java
@@ -0,0 +1,275 @@
+/*
+ * 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.neo4j;
+
+import static org.hamcrest.MatcherAssert.assertThat;
+import static org.hamcrest.collection.IsIterableContainingInAnyOrder.containsInAnyOrder;
+import static org.hamcrest.collection.IsIterableContainingInOrder.contains;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import org.apache.beam.sdk.PipelineResult;
+import org.apache.beam.sdk.coders.SerializableCoder;
+import org.apache.beam.sdk.schemas.Schema;
+import org.apache.beam.sdk.testing.PAssert;
+import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.sdk.transforms.Create;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.ParDo;
+import org.apache.beam.sdk.transforms.SerializableFunction;
+import org.apache.beam.sdk.values.PCollection;
+import org.apache.beam.sdk.values.Row;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+import org.neo4j.driver.Driver;
+import org.neo4j.driver.Record;
+import org.neo4j.driver.Result;
+import org.neo4j.driver.Session;
+import org.neo4j.driver.SessionConfig;
+import org.testcontainers.containers.Neo4jContainer;
+import org.testcontainers.utility.DockerImageName;
+
+@RunWith(JUnit4.class)
+public class Neo4jIOIT {
+
+  private static Neo4jContainer<?> neo4jContainer;
+  private static String containerHostname;
+  private static int containerPort;
+
+  @Rule public transient TestPipeline parameterizedReadPipeline = TestPipeline.create();
+  @Rule public transient TestPipeline writeUnwindPipeline = TestPipeline.create();
+  @Rule public transient TestPipeline largeWriteUnwindPipeline = TestPipeline.create();
+
+  @BeforeClass
+  public static void setup() throws Exception {
+    neo4jContainer =
+        new Neo4jContainer<>(DockerImageName.parse("neo4j").withTag(Neo4jTestUtil.NEO4J_VERSION))
+            .withStartupAttempts(1)
+            .withAdminPassword(Neo4jTestUtil.NEO4J_PASSWORD)
+            .withEnv("NEO4J_dbms_default_listen_address", "0.0.0.0")
+            .withNetworkAliases(Neo4jTestUtil.NEO4J_NETWORK_ALIAS)
+            .withSharedMemorySize(256 * 1024 * 1024L); // 256MB
+
+    // Start Neo4j
+    neo4jContainer.start();
+
+    // Start with an empty database to use for testing.
+    // This prevents any possibility of some old data messing up the test results.
+    // We add a unique constraint to see we're not trying to create nodes twice in the larger test
+    // below
+    //
+    containerHostname = neo4jContainer.getContainerIpAddress();
+    containerPort = neo4jContainer.getMappedPort(7687);
+
+    Neo4jTestUtil.executeOnNeo4j(
+        containerHostname,
+        containerPort,
+        "CREATE CONSTRAINT something_id_unique ON (n:Something) ASSERT n.id IS UNIQUE",
+        true);
+  }
+
+  @AfterClass
+  public static void tearDown() {
+    neo4jContainer.stop();
+    neo4jContainer.close();
+  }
+
+  private static class ParameterizedReadRowToLineFn extends DoFn<Row, String> {
+    @DoFn.ProcessElement
+    public void processElement(ProcessContext context) {
+      Row row = context.element();
+      assert row != null;
+      int one = row.getInt32(0);
+      String string = row.getString(1);
+      context.output(one + "," + string);
+    }
+  }
+
+  @Test
+  public void testParameterizedRead() throws Exception {
+    PCollection<String> stringsCollections =
+        parameterizedReadPipeline.apply(Create.of(Arrays.asList("one", "two", "three")));
+
+    final Schema outputSchema =
+        Schema.of(
+            Schema.Field.of("One", Schema.FieldType.INT32),
+            Schema.Field.of("Str", Schema.FieldType.STRING));
+
+    SerializableFunction<String, Map<String, Object>> parametersFunction =
+        string -> Collections.singletonMap("par1", string);
+
+    Neo4jIO.RowMapper<Row> rowMapper =
+        record -> {
+          int one = record.get(0).asInt();
+          String string = record.get(1).asString();
+          return Row.withSchema(outputSchema).attachValues(one, string);
+        };
+
+    Neo4jIO.ReadAll<String, Row> read =
+        Neo4jIO.<String, Row>readAll()
+            .withCypher("RETURN 1, $par1")
+            .withDriverConfiguration(
+                Neo4jTestUtil.getDriverConfiguration(containerHostname, containerPort))
+            .withSessionConfig(SessionConfig.forDatabase(Neo4jTestUtil.NEO4J_DATABASE))
+            .withRowMapper(rowMapper)
+            .withParametersFunction(parametersFunction)
+            .withCoder(SerializableCoder.of(Row.class))
+            .withCypherLogging();
+
+    PCollection<Row> outputRows = stringsCollections.apply(read);
+
+    PCollection<String> outputLines =
+        outputRows.apply(ParDo.of(new ParameterizedReadRowToLineFn()));
+
+    PAssert.that(outputLines).containsInAnyOrder("1,one", "1,two", "1,three");
+
+    // Now run this pipeline
+    //
+    PipelineResult pipelineResult = parameterizedReadPipeline.run();
+
+    Assert.assertEquals(PipelineResult.State.DONE, pipelineResult.getState());
+  }
+
+  @Test
+  public void testWriteUnwind() throws Exception {
+    PCollection<String> stringsCollections =
+        writeUnwindPipeline.apply(Create.of(Arrays.asList("one", "two", "three")));
+
+    // Every row is represented by a Map<String, Object> in the parameters map.
+    // We accumulate the rows and 'unwind' those to Neo4j for performance reasons.
+    //
+    SerializableFunction<String, Map<String, Object>> parametersMapper =
+        name -> Collections.singletonMap("name", name);
+
+    Neo4jIO.WriteUnwind<String> read =
+        Neo4jIO.<String>writeUnwind()
+            .withDriverConfiguration(
+                Neo4jTestUtil.getDriverConfiguration(containerHostname, containerPort))
+            .withSessionConfig(SessionConfig.forDatabase(Neo4jTestUtil.NEO4J_DATABASE))
+            .withBatchSize(5000)
+            .withUnwindMapName("rows")
+            .withCypher("UNWIND $rows AS row MERGE(n:Num { name : row.name })")
+            .withParametersFunction(parametersMapper)
+            .withCypherLogging();
+
+    stringsCollections.apply(read);
+
+    // Now run this pipeline
+    //
+    PipelineResult pipelineResult = writeUnwindPipeline.run();
+
+    Assert.assertEquals(PipelineResult.State.DONE, pipelineResult.getState());
+
+    // Connect back to the Instance and verify that we have 3 nodes
+    //
+    try (Driver driver = Neo4jTestUtil.getDriver(containerHostname, containerPort)) {
+      try (Session session = Neo4jTestUtil.getSession(driver, true)) {
+        List<String> names =
+            session.readTransaction(
+                tx -> {
+                  List<String> list = new ArrayList<>();
+                  Result result = tx.run("MATCH(n:Num) RETURN n.name");
+                  while (result.hasNext()) {
+                    Record record = result.next();
+                    list.add(record.get(0).asString());
+                  }
+                  return list;
+                });
+
+        assertThat(names, containsInAnyOrder("one", "two", "three"));
+      }
+    }
+  }
+
+  @Test
+  public void testLargeWriteUnwind() throws Exception {
+    final int startId = 5000;
+    final int endId = 6000;
+    // Create 1000 IDs
+    List<Integer> idList = new ArrayList<>();
+    for (int id = startId; id < endId; id++) {
+      idList.add(id);
+    }
+    PCollection<Integer> idCollection = largeWriteUnwindPipeline.apply(Create.of(idList));
+
+    // Every row is represented by a Map<String, Object> in the parameters map.
+    // We accumulate the rows and 'unwind' those to Neo4j for performance reasons.
+    //
+    SerializableFunction<Integer, Map<String, Object>> parametersFunction =
+        id -> ImmutableMap.of("id", id, "name", "Casters", "firstName", "Matt");
+
+    // 1000 rows with a batch size of 123 should trigger most scenarios we can think of
+    // We've put a unique constraint on Something.id
+    //
+    Neo4jIO.WriteUnwind<Integer> read =
+        Neo4jIO.<Integer>writeUnwind()
+            .withDriverConfiguration(
+                Neo4jTestUtil.getDriverConfiguration(containerHostname, containerPort))
+            .withSessionConfig(SessionConfig.forDatabase(Neo4jTestUtil.NEO4J_DATABASE))
+            .withBatchSize(123)
+            .withUnwindMapName("rows")
+            .withCypher("UNWIND $rows AS row CREATE(n:Something { id : row.id })")
+            .withParametersFunction(parametersFunction)
+            .withCypherLogging();
+
+    idCollection.apply(read);
+
+    // Now run this pipeline
+    //
+    PipelineResult pipelineResult = largeWriteUnwindPipeline.run();
+
+    Assert.assertEquals(PipelineResult.State.DONE, pipelineResult.getState());
+
+    // Connect back to the Instance and verify that we have 1000 Something nodes
+    //
+    try (Driver driver = Neo4jTestUtil.getDriver(containerHostname, containerPort)) {
+      try (Session session = Neo4jTestUtil.getSession(driver, true)) {
+        List<Integer> values =
+            session.readTransaction(
+                tx -> {
+                  List<Integer> v = null;
+                  int nrRows = 0;
+                  Result result =
+                      tx.run("MATCH(n:Something) RETURN count(n), min(n.id), max(n.id)");
+                  while (result.hasNext()) {
+                    Record record = result.next();
+                    v =
+                        Arrays.asList(
+                            record.get(0).asInt(),
+                            record.get(1).asInt(),
+                            record.get(2).asInt(),
+                            ++nrRows);
+                  }
+                  return v;
+                });
+
+        Assert.assertNotNull(values);
+        assertThat(values, contains(endId - startId, startId, endId - 1, 1));
+      }
+    }
+  }
+}
diff --git a/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOTest.java b/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOTest.java
new file mode 100644
index 0000000000000..3ed76a347c4df
--- /dev/null
+++ b/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jIOTest.java
@@ -0,0 +1,117 @@
+/*
+ * 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.neo4j;
+
+import java.util.Arrays;
+import java.util.concurrent.TimeUnit;
+import org.junit.Assert;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+import org.neo4j.driver.Config;
+
+@RunWith(JUnit4.class)
+public class Neo4jIOTest {
+
+  @Test
+  public void testDriverConfigurationCreate() throws Exception {
+    Neo4jIO.DriverConfiguration driverConfiguration =
+        Neo4jIO.DriverConfiguration.create("someUrl", "username", "password");
+    Assert.assertEquals("someUrl", driverConfiguration.getUrl().get());
+    Assert.assertEquals("username", driverConfiguration.getUsername().get());
+    Assert.assertEquals("password", driverConfiguration.getPassword().get());
+  }
+
+  @Test
+  public void testDriverConfigurationWith() throws Exception {
+    Neo4jIO.DriverConfiguration driverConfiguration = Neo4jIO.DriverConfiguration.create();
+
+    Config config =
+        Config.builder()
+            .withEncryption()
+            .withConnectionAcquisitionTimeout(54321L, TimeUnit.MILLISECONDS)
+            .withConnectionTimeout(43210L, TimeUnit.MILLISECONDS)
+            .withConnectionLivenessCheckTimeout(32109L, TimeUnit.MILLISECONDS)
+            .withMaxConnectionLifetime(21098L, TimeUnit.MILLISECONDS)
+            .withMaxConnectionPoolSize(101)
+            .build();
+
+    driverConfiguration = driverConfiguration.withConfig(config);
+
+    Config configVerify = driverConfiguration.getConfig();
+    Assert.assertNotNull(configVerify);
+    Assert.assertEquals(true, configVerify.encrypted());
+
+    Assert.assertEquals(54321L, configVerify.connectionAcquisitionTimeoutMillis());
+    Assert.assertEquals(43210L, configVerify.connectionTimeoutMillis());
+    Assert.assertEquals(32109L, configVerify.idleTimeBeforeConnectionTest());
+    Assert.assertEquals(21098L, configVerify.maxConnectionLifetimeMillis());
+    Assert.assertEquals(101, configVerify.maxConnectionPoolSize());
+
+    driverConfiguration = driverConfiguration.withUrl("url1");
+    Assert.assertEquals("url1", driverConfiguration.getUrl().get());
+
+    // URL and URLs can be set independently but are both used
+    driverConfiguration = driverConfiguration.withUrls(Arrays.asList("url2", "url3", "url4"));
+    Assert.assertEquals(3, driverConfiguration.getUrls().get().size());
+
+    driverConfiguration = driverConfiguration.withUsername("username");
+    Assert.assertEquals("username", driverConfiguration.getUsername().get());
+
+    driverConfiguration = driverConfiguration.withPassword("password");
+    Assert.assertEquals("password", driverConfiguration.getPassword().get());
+  }
+
+  @Test
+  public void testDriverConfigurationErrors() throws Exception {
+    Neo4jIO.DriverConfiguration driverConfiguration = Neo4jIO.DriverConfiguration.create();
+
+    try {
+      driverConfiguration.withUrl((String) null);
+      Assert.fail("Null URL is not reported");
+    } catch (Exception e) {
+      // OK, error was reported
+    }
+
+    try {
+      driverConfiguration.withUsername((String) null);
+      Assert.fail("Null user is not reported");
+    } catch (Exception e) {
+      // OK, error was reported
+    }
+
+    try {
+      driverConfiguration.withUsername("");
+    } catch (Exception e) {
+      throw new AssertionError("Empty user string should not throw an error", e);
+    }
+
+    try {
+      driverConfiguration.withPassword((String) null);
+      Assert.fail("Null password is not reported");
+    } catch (Exception e) {
+      // OK, error was reported
+    }
+
+    try {
+      driverConfiguration.withPassword("");
+    } catch (Exception e) {
+      throw new AssertionError("Empty password string should not throw an error", e);
+    }
+  }
+}
diff --git a/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jTestUtil.java b/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jTestUtil.java
new file mode 100644
index 0000000000000..adfd0664a2e9c
--- /dev/null
+++ b/sdks/java/io/neo4j/src/test/java/org/apache/beam/sdk/io/neo4j/Neo4jTestUtil.java
@@ -0,0 +1,70 @@
+/*
+ * 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.neo4j;
+
+import java.net.URI;
+import java.net.URISyntaxException;
+import java.util.Arrays;
+import org.neo4j.driver.AuthTokens;
+import org.neo4j.driver.Config;
+import org.neo4j.driver.Driver;
+import org.neo4j.driver.GraphDatabase;
+import org.neo4j.driver.Session;
+import org.neo4j.driver.SessionConfig;
+
+public class Neo4jTestUtil {
+
+  public static final String NEO4J_VERSION = "latest";
+  public static final String NEO4J_NETWORK_ALIAS = "neo4jcontainer";
+  public static final String NEO4J_USERNAME = "neo4j";
+  public static final String NEO4J_PASSWORD = "abcd";
+  public static final String NEO4J_DATABASE = "neo4j";
+
+  public static final String getUrl(String hostname, int port) {
+    return "neo4j://" + hostname + ":" + port;
+  }
+
+  public static Driver getDriver(String hostname, int port) throws URISyntaxException {
+    return GraphDatabase.routingDriver(
+        Arrays.asList(new URI(getUrl(hostname, port))),
+        AuthTokens.basic(NEO4J_USERNAME, NEO4J_PASSWORD),
+        Config.builder().build());
+  }
+
+  public static Session getSession(Driver driver, boolean withDatabase) {
+    SessionConfig.Builder builder = SessionConfig.builder();
+    if (withDatabase) {
+      builder = builder.withDatabase(NEO4J_DATABASE);
+    }
+    return driver.session(builder.build());
+  }
+
+  public static Neo4jIO.DriverConfiguration getDriverConfiguration(String hostname, int port) {
+    return Neo4jIO.DriverConfiguration.create(
+        getUrl(hostname, port), NEO4J_USERNAME, NEO4J_PASSWORD);
+  }
+
+  public static void executeOnNeo4j(String hostname, int port, String cypher, boolean useDatabase)
+      throws Exception {
+    try (Driver driver = Neo4jTestUtil.getDriver(hostname, port)) {
+      try (Session session = Neo4jTestUtil.getSession(driver, useDatabase)) {
+        session.run(cypher);
+      }
+    }
+  }
+}
diff --git a/settings.gradle.kts b/settings.gradle.kts
index 39ebb59bd685c..6796ad0b09d70 100644
--- a/settings.gradle.kts
+++ b/settings.gradle.kts
@@ -180,6 +180,7 @@ include(":sdks:java:io:kinesis:expansion-service")
 include(":sdks:java:io:kudu")
 include(":sdks:java:io:mongodb")
 include(":sdks:java:io:mqtt")
+include(":sdks:java:io:neo4j")
 include(":sdks:java:io:parquet")
 include(":sdks:java:io:rabbitmq")
 include(":sdks:java:io:redis")

From 5a622286db56535592e99b380308443bfeebf6c2 Mon Sep 17 00:00:00 2001
From: Yichi Zhang <zyichi@google.com>
Date: Thu, 24 Feb 2022 10:47:40 -0800
Subject: [PATCH 28/61] [BEAM-13767] Migrate serveral portable runner tasks to
 use configuration avoidance API. (#16837)

---
 .../beam/gradle/BeamModulePlugin.groovy       | 21 +++++++++++--------
 runners/flink/flink_runner.gradle             |  2 +-
 .../flink/job-server/flink_job_server.gradle  |  5 +++--
 runners/samza/build.gradle                    |  2 +-
 runners/samza/job-server/build.gradle         |  2 +-
 .../spark/job-server/spark_job_server.gradle  |  2 +-
 runners/spark/spark_runner.gradle             | 16 +++++++-------
 runners/twister2/build.gradle                 |  4 ++--
 .../python/test-suites/portable/common.gradle |  2 +-
 9 files changed, 31 insertions(+), 25 deletions(-)

diff --git a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
index 6c6b140c6cf56..62ac80008cdc9 100644
--- a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
+++ b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
@@ -1333,7 +1333,8 @@ class BeamModulePlugin implements Plugin<Project> {
         }
 
         if (configuration.validateShadowJar) {
-          project.task('validateShadedJarDoesntLeakNonProjectClasses', dependsOn: 'shadowJar') {
+          def validateShadedJarDoesntLeakNonProjectClasses = project.tasks.register('validateShadedJarDoesntLeakNonProjectClasses') {
+            dependsOn 'shadowJar'
             ext.outFile = project.file("${project.reportsDir}/${name}.out")
             inputs.files(project.configurations.shadow.artifacts.files)
                 .withPropertyName("shadowArtifactsFiles")
@@ -1357,10 +1358,10 @@ class BeamModulePlugin implements Plugin<Project> {
               }
             }
           }
-          project.tasks.check.dependsOn project.tasks.validateShadedJarDoesntLeakNonProjectClasses
+          project.tasks.check.dependsOn validateShadedJarDoesntLeakNonProjectClasses
         }
       } else {
-        project.task("testJar", type: Jar, {
+        project.tasks.register("testJar", Jar) {
           group = "Jar"
           description = "Create a JAR of test classes"
           classifier = "tests"
@@ -1370,7 +1371,7 @@ class BeamModulePlugin implements Plugin<Project> {
           exclude "META-INF/*.SF"
           exclude "META-INF/*.DSA"
           exclude "META-INF/*.RSA"
-        })
+        }
         project.artifacts.testRuntimeMigration project.testJar
       }
 
@@ -1392,7 +1393,8 @@ class BeamModulePlugin implements Plugin<Project> {
           }
         }
 
-        project.task("jmh", type: JavaExec, dependsOn: project.classes, {
+        project.tasks.register("jmh", JavaExec)  {
+          dependsOn project.classes
           mainClass = "org.openjdk.jmh.Main"
           classpath = project.sourceSets.main.runtimeClasspath
           // For a list of arguments, see
@@ -1424,12 +1426,13 @@ class BeamModulePlugin implements Plugin<Project> {
             args 'org.apache.beam'
           }
           args '-foe=true'
-        })
+        }
 
         // Single shot of JMH benchmarks ensures that they can execute.
         //
         // Note that these tests will fail on JVMs that JMH doesn't support.
-        project.task("jmhTest", type: JavaExec, dependsOn: project.classes, {
+        def jmhTest = project.tasks.register("jmhTest", JavaExec) {
+          dependsOn project.classes
           mainClass = "org.openjdk.jmh.Main"
           classpath = project.sourceSets.main.runtimeClasspath
 
@@ -1442,8 +1445,8 @@ class BeamModulePlugin implements Plugin<Project> {
           args '-f=0'
           args '-wf=0'
           args '-foe=true'
-        })
-        project.check.dependsOn("jmhTest")
+        }
+        project.check.dependsOn jmhTest
       }
 
       project.ext.includeInJavaBom = configuration.publish
diff --git a/runners/flink/flink_runner.gradle b/runners/flink/flink_runner.gradle
index 2b6392f46b9bc..bc0cc188f0632 100644
--- a/runners/flink/flink_runner.gradle
+++ b/runners/flink/flink_runner.gradle
@@ -290,7 +290,7 @@ tasks.register('validatesRunner') {
 // Generates :runners:flink:1.13:runQuickstartJavaFlinkLocal
 createJavaExamplesArchetypeValidationTask(type: 'Quickstart', runner: 'FlinkLocal')
 
-task examplesIntegrationTest(type: Test) {
+tasks.register("examplesIntegrationTest", Test) {
   group = "Verification"
   // Disable gradle cache
   outputs.upToDateWhen { false }
diff --git a/runners/flink/job-server/flink_job_server.gradle b/runners/flink/job-server/flink_job_server.gradle
index 981a2cd870b16..2b3bbdfceb337 100644
--- a/runners/flink/job-server/flink_job_server.gradle
+++ b/runners/flink/job-server/flink_job_server.gradle
@@ -212,7 +212,7 @@ project.ext.validatesPortableRunnerBatch = portableValidatesRunnerTask("Batch",
 project.ext.validatesPortableRunnerStreaming = portableValidatesRunnerTask("Streaming", true, false, false)
 project.ext.validatesPortableRunnerStreamingCheckpoint = portableValidatesRunnerTask("StreamingCheckpointing", true, true, false)
 
-task validatesPortableRunner() {
+tasks.register("validatesPortableRunner") {
   dependsOn validatesPortableRunnerDocker
   dependsOn validatesPortableRunnerBatch
   dependsOn validatesPortableRunnerStreaming
@@ -265,7 +265,8 @@ createCrossLanguageValidatesRunnerTask(
 )
 
 // miniCluster jar starts an embedded Flink cluster intended for use in testing.
-task miniCluster(type: Jar, dependsOn: shadowJar) {
+tasks.register("miniCluster", Jar) {
+  dependsOn shadowJar
   archiveBaseName = "${project.archivesBaseName}-mini-cluster"
   dependencies {
     runtimeOnly project(path: flinkRunnerProject, configuration: "miniCluster")
diff --git a/runners/samza/build.gradle b/runners/samza/build.gradle
index acacf9f8cd607..68ea1780bd465 100644
--- a/runners/samza/build.gradle
+++ b/runners/samza/build.gradle
@@ -86,7 +86,7 @@ configurations.all {
   exclude group: "org.slf4j", module: "slf4j-jdk14"
 }
 
-task validatesRunner(type: Test) {
+tasks.register("validatesRunner", Test) {
   group = "Verification"
   description "Validates Samza runner"
   systemProperty "beamTestPipelineOptions", JsonOutput.toJson([
diff --git a/runners/samza/job-server/build.gradle b/runners/samza/job-server/build.gradle
index 8302f2d0b7173..a8adca036a674 100644
--- a/runners/samza/job-server/build.gradle
+++ b/runners/samza/job-server/build.gradle
@@ -185,7 +185,7 @@ def portableValidatesRunnerTask(String name, boolean docker) {
 project.ext.validatesPortableRunnerDocker = portableValidatesRunnerTask("Docker", true)
 project.ext.validatesPortableRunnerEmbedded = portableValidatesRunnerTask("Embedded", false)
 
-task validatesPortableRunner() {
+tasks.register("validatesPortableRunner") {
     dependsOn validatesPortableRunnerDocker
     dependsOn validatesPortableRunnerEmbedded
 }
diff --git a/runners/spark/job-server/spark_job_server.gradle b/runners/spark/job-server/spark_job_server.gradle
index a483284f5074b..18ab88f7b0d07 100644
--- a/runners/spark/job-server/spark_job_server.gradle
+++ b/runners/spark/job-server/spark_job_server.gradle
@@ -213,7 +213,7 @@ project.ext.validatesPortableRunnerDocker= portableValidatesRunnerTask("Docker",
 project.ext.validatesPortableRunnerBatch = portableValidatesRunnerTask("Batch", false, false)
 project.ext.validatesPortableRunnerStreaming = portableValidatesRunnerTask("Streaming", true, false)
 
-task validatesPortableRunner() {
+tasks.register("validatesPortableRunner") {
   dependsOn validatesPortableRunnerDocker
   dependsOn validatesPortableRunnerBatch
   dependsOn validatesPortableRunnerStreaming
diff --git a/runners/spark/spark_runner.gradle b/runners/spark/spark_runner.gradle
index 08124142560ad..7d08b582b0780 100644
--- a/runners/spark/spark_runner.gradle
+++ b/runners/spark/spark_runner.gradle
@@ -237,7 +237,7 @@ hadoopVersions.each {kv ->
   }
 }
 
-task validatesRunnerBatch(type: Test) {
+def validatesRunnerBatch = tasks.register("validatesRunnerBatch", Test) {
   group = "Verification"
   // Disable gradle cache
   outputs.upToDateWhen { false }
@@ -290,7 +290,7 @@ task validatesRunnerBatch(type: Test) {
   jvmArgs '-Xmx3g'
 }
 
-task validatesRunnerStreaming(type: Test) {
+def validatesRunnerStreaming = tasks.register("validatesRunnerStreaming", Test) {
   group = "Verification"
   // Disable gradle cache
   outputs.upToDateWhen { false }
@@ -316,7 +316,7 @@ task validatesRunnerStreaming(type: Test) {
   }
 }
 
-task validatesStructuredStreamingRunnerBatch(type: Test) {
+tasks.register("validatesStructuredStreamingRunnerBatch", Test) {
   group = "Verification"
   // Disable gradle cache
   outputs.upToDateWhen { false }
@@ -385,7 +385,7 @@ task validatesStructuredStreamingRunnerBatch(type: Test) {
   }
 }
 
-task validatesRunner {
+tasks.register("validatesRunner") {
   group = "Verification"
   description "Validates Spark runner"
   dependsOn validatesRunnerBatch
@@ -398,14 +398,15 @@ task validatesRunner {
 // Generates :runners:spark:*:runQuickstartJavaSpark task
 createJavaExamplesArchetypeValidationTask(type: 'Quickstart', runner: 'Spark')
 
-task hadoopVersionsTest(group: "Verification") {
+tasks.register("hadoopVersionsTest") {
+  group = "Verification"
   def taskNames = hadoopVersions.keySet().stream()
       .map{num -> "hadoopVersion${num}Test"}
       .collect(Collectors.toList())
   dependsOn taskNames
 }
 
-task examplesIntegrationTest(type: Test) {
+tasks.register("examplesIntegrationTest", Test) {
   group = "Verification"
   // Disable gradle cache
   outputs.upToDateWhen { false }
@@ -434,7 +435,8 @@ task examplesIntegrationTest(type: Test) {
 }
 
 hadoopVersions.each {kv ->
-  task "hadoopVersion${kv.key}Test"(type: Test, group: "Verification") {
+  tasks.register("hadoopVersion${kv.key}Test", Test) {
+    group = "Verification"
     description = "Runs Spark tests with Hadoop version $kv.value"
     classpath = configurations."hadoopVersion$kv.key" + sourceSets.test.runtimeClasspath
     systemProperty "beam.spark.test.reuseSparkContext", "true"
diff --git a/runners/twister2/build.gradle b/runners/twister2/build.gradle
index 36671b318d0c7..a363bacb4a718 100644
--- a/runners/twister2/build.gradle
+++ b/runners/twister2/build.gradle
@@ -68,7 +68,7 @@ dependencies {
     }
 }
 
-task validatesRunnerBatch(type: Test) {
+def validatesRunnerBatch = tasks.register("validatesRunnerBatch", Test) {
     group = "Verification"
     def pipelineOptions = JsonOutput.toJson([
             "--runner=Twister2TestRunner",
@@ -101,7 +101,7 @@ task validatesRunnerBatch(type: Test) {
     maxHeapSize = '6g'
 }
 
-task validatesRunner {
+tasks.register("validatesRunner") {
     group = "Verification"
     description "Validates Twister2 Runner"
     dependsOn validatesRunnerBatch
diff --git a/sdks/python/test-suites/portable/common.gradle b/sdks/python/test-suites/portable/common.gradle
index 037022a12dd78..ae296b157cea1 100644
--- a/sdks/python/test-suites/portable/common.gradle
+++ b/sdks/python/test-suites/portable/common.gradle
@@ -384,7 +384,7 @@ addTestJavaJarCreator("FlinkRunner", tasks.getByPath(":runners:flink:${latestFli
 addTestJavaJarCreator("SparkRunner", tasks.getByPath(":runners:spark:2:job-server:shadowJar"))
 
 def addTestFlinkUberJar(boolean saveMainSession) {
-  project.tasks.create(name: "testUberJarFlinkRunner${saveMainSession ? 'SaveMainSession' : ''}") {
+  project.tasks.register("testUberJarFlinkRunner${saveMainSession ? 'SaveMainSession' : ''}") {
     dependsOn ":runners:flink:${latestFlinkVersion}:job-server:shadowJar"
     dependsOn ":runners:flink:${latestFlinkVersion}:job-server:miniCluster"
     dependsOn pythonContainerTask

From cc16171bfa5502b56931798d62e522014fa03e94 Mon Sep 17 00:00:00 2001
From: Victor <career@victorplusc.com>
Date: Thu, 24 Feb 2022 14:20:33 -0500
Subject: [PATCH 29/61] [BEAM-13996] Removing 'No cluster_manager is associated
 with the provided pipeline!' logger error

---
 .../runners/interactive/interactive_beam.py         |  4 ----
 .../runners/interactive/interactive_beam_test.py    | 13 -------------
 2 files changed, 17 deletions(-)

diff --git a/sdks/python/apache_beam/runners/interactive/interactive_beam.py b/sdks/python/apache_beam/runners/interactive/interactive_beam.py
index 0ae015dbf0238..5eab4893985ab 100644
--- a/sdks/python/apache_beam/runners/interactive/interactive_beam.py
+++ b/sdks/python/apache_beam/runners/interactive/interactive_beam.py
@@ -420,10 +420,6 @@ def cleanup(
           self.master_urls.pop(master_url, None)
           self.master_urls_to_pipelines.pop(master_url, None)
           self.dataproc_cluster_managers.pop(str(id(pipeline)), None)
-      else:
-        _LOGGER.error(
-            'No cluster_manager is associated with the provided '
-            'pipeline!')
     else:
       cluster_manager_identifiers = set()
       for cluster_manager in self.dataproc_cluster_managers.values():
diff --git a/sdks/python/apache_beam/runners/interactive/interactive_beam_test.py b/sdks/python/apache_beam/runners/interactive/interactive_beam_test.py
index b438980fab1a4..b14848c0afc62 100644
--- a/sdks/python/apache_beam/runners/interactive/interactive_beam_test.py
+++ b/sdks/python/apache_beam/runners/interactive/interactive_beam_test.py
@@ -311,19 +311,6 @@ def test_clusters_describe(self):
     self.assertEqual('test-project', clusters.describe()[None] \
     ['cluster_metadata'].project_id)
 
-  def test_clusters_cleanup_cluster_manager_not_found(self):
-    clusters = ib.Clusters()
-    p = beam.Pipeline(
-        options=PipelineOptions(
-            project='test-project',
-            region='test-region',
-        ))
-    from apache_beam.runners.interactive.interactive_beam import _LOGGER
-    with self.assertLogs(_LOGGER, level='ERROR') as context_manager:
-      clusters.cleanup(p)
-      self.assertTrue(
-          'No cluster_manager is associated' in context_manager.output[0])
-
   @patch(
       'apache_beam.runners.interactive.dataproc.dataproc_cluster_manager.'
       'DataprocClusterManager.get_master_url',

From 90dd44e81b14bd5a35f808c8962cf22cd69497c8 Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Thu, 24 Feb 2022 16:19:26 -0500
Subject: [PATCH 30/61] [BEAM-13906] Improve coverage of errors package
 (#16934)

---
 .../pkg/beam/internal/errors/errors_test.go   | 68 +++++++++++++++++++
 1 file changed, 68 insertions(+)

diff --git a/sdks/go/pkg/beam/internal/errors/errors_test.go b/sdks/go/pkg/beam/internal/errors/errors_test.go
index 614609ff80b89..26e0057a74679 100644
--- a/sdks/go/pkg/beam/internal/errors/errors_test.go
+++ b/sdks/go/pkg/beam/internal/errors/errors_test.go
@@ -57,6 +57,9 @@ func TestWrap(t *testing.T) {
 		}, {
 			err:  Wrap(Wrap(New(base), msg1), msg2),
 			want: errorStructure{{ERROR, msg2}, {ERROR, msg1}, {ERROR, base}},
+		}, {
+			err:  Wrap(nil, msg1),
+			want: nil,
 		},
 	}
 	for _, test := range tests {
@@ -76,6 +79,13 @@ func TestWrapf(t *testing.T) {
 	}
 }
 
+func TestWrapf_NilErr(t *testing.T) {
+	err := Wrapf(nil, "%s %d", "ten", 10)
+	if err != nil {
+		t.Errorf(`Wrapf(nil, "%%s %%d", "ten", 10). Want: nil, Got: %q`, err)
+	}
+}
+
 func TestContext(t *testing.T) {
 	tests := []struct {
 		err  error
@@ -90,6 +100,9 @@ func TestContext(t *testing.T) {
 		}, {
 			err:  Wrap(WithContext(WithContext(Wrap(New(base), msg1), ctx1), ctx2), msg2),
 			want: errorStructure{{ERROR, msg2}, {CONTEXT, ctx2}, {CONTEXT, ctx1}, {ERROR, msg1}, {ERROR, base}},
+		}, {
+			err:  WithContext(nil, ctx1),
+			want: nil,
 		},
 	}
 	for _, test := range tests {
@@ -100,6 +113,13 @@ func TestContext(t *testing.T) {
 	}
 }
 
+func TestWithContextf_NilErr(t *testing.T) {
+	err := WithContextf(nil, "%s %d", "ten", 10)
+	if err != nil {
+		t.Errorf(`WithContextf(nil, "%%s %%d", "ten", 10). Want: nil, Got: %q`, err)
+	}
+}
+
 func TestWithContextf(t *testing.T) {
 	want := fmt.Sprintf("%s %d", "ten", 10)
 	err := WithContextf(New(base), "%s %d", "ten", 10)
@@ -129,6 +149,9 @@ func TestTopLevelMsg(t *testing.T) {
 		}, {
 			err:  Wrap(SetTopLevelMsg(WithContext(SetTopLevelMsg(New(base), top1), ctx1), top2), msg1),
 			want: top2,
+		}, {
+			err:  SetTopLevelMsg(nil, top1),
+			want: "",
 		},
 	}
 	for _, test := range tests {
@@ -147,10 +170,51 @@ func TestSetTopLevelMsgf(t *testing.T) {
 	}
 }
 
+func TestSetTopLevelMsgf_NilErr(t *testing.T) {
+	want := ""
+	err := SetTopLevelMsgf(nil, "%s %d", "ten", 10)
+	if getTop(err) != want {
+		t.Errorf("Incorrect formatting. Want: %q, Got: %q", want, getTop(err))
+	}
+}
+
+func TestError(t *testing.T) {
+	tests := []struct {
+		err  error
+		want string
+	}{
+		{
+			err:  Wrap(New(base), msg1),
+			want: "message 1\n\tcaused by:\nbase",
+		},
+		{
+			err:  SetTopLevelMsg(New(base), top1),
+			want: "top level message 1\nFull error:\nbase",
+		},
+		{
+			err:  SetTopLevelMsg(Wrap(Wrap(New(base), msg1), msg2), top1),
+			want: "top level message 1\nFull error:\nmessage 2\n\tcaused by:\nmessage 1\n\tcaused by:\nbase",
+		},
+	}
+
+	for _, test := range tests {
+		if be, ok := test.err.(*beamError); ok {
+			if got, want := be.Error(), test.want; got != want {
+				t.Errorf("Incorrect formatting. Want: %q, Got: %q", want, got)
+			}
+		} else {
+			t.Errorf("Error should be type *beamError, got: %q", test.err)
+		}
+	}
+}
+
 // getStructure extracts the structure of an error, outputting a slice that
 // represents the nested messages in that error in the order they are output
 // and with the type of message (context or error) described.
 func getStructure(e error) errorStructure {
+	if e == nil {
+		return nil
+	}
 	var structure errorStructure
 
 	for {
@@ -175,6 +239,10 @@ func getStructure(e error) errorStructure {
 }
 
 func equalStructure(left errorStructure, right errorStructure) bool {
+	if left == nil || right == nil {
+		return left == nil && right == nil
+	}
+
 	if len(left) != len(right) {
 		return false
 	}

From b4ee2b9d28b3c811b7f59f07ac3816ab3670d802 Mon Sep 17 00:00:00 2001
From: Ritesh Ghorse <riteshghorse@gmail.com>
Date: Thu, 24 Feb 2022 16:48:00 -0500
Subject: [PATCH 31/61] [BEAM-13886] unit tests for trigger package (#16935)

---
 .../beam/core/graph/window/trigger/trigger.go |  3 +
 .../core/graph/window/trigger/trigger_test.go | 73 +++++++++++++++++++
 2 files changed, 76 insertions(+)
 create mode 100644 sdks/go/pkg/beam/core/graph/window/trigger/trigger_test.go

diff --git a/sdks/go/pkg/beam/core/graph/window/trigger/trigger.go b/sdks/go/pkg/beam/core/graph/window/trigger/trigger.go
index c12c03aa5e893..148a672fc695b 100644
--- a/sdks/go/pkg/beam/core/graph/window/trigger/trigger.go
+++ b/sdks/go/pkg/beam/core/graph/window/trigger/trigger.go
@@ -66,6 +66,9 @@ func (t *AfterCountTrigger) ElementCount() int32 {
 // AfterCount constructs a trigger that fires after
 // at least `count` number of elements are processed.
 func AfterCount(count int32) *AfterCountTrigger {
+	if count < 1 {
+		panic(fmt.Errorf("trigger.AfterCount(%v) must be a positive integer", count))
+	}
 	return &AfterCountTrigger{elementCount: count}
 }
 
diff --git a/sdks/go/pkg/beam/core/graph/window/trigger/trigger_test.go b/sdks/go/pkg/beam/core/graph/window/trigger/trigger_test.go
new file mode 100644
index 0000000000000..a23de354bfd61
--- /dev/null
+++ b/sdks/go/pkg/beam/core/graph/window/trigger/trigger_test.go
@@ -0,0 +1,73 @@
+// 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 trigger
+
+import (
+	"testing"
+	"time"
+
+	"github.com/google/go-cmp/cmp"
+)
+
+func TestAfterCountTrigger(t *testing.T) {
+	tr := AfterCount(1)
+	want := int32(1)
+	if got := tr.ElementCount(); got != want {
+		t.Errorf("element count not configured correctly. got %v, want %v", got, want)
+	}
+}
+
+func TestAfterProcessingTimeTrigger(t *testing.T) {
+	tests := []struct {
+		tr *AfterProcessingTimeTrigger
+		tt []TimestampTransform
+	}{
+		{
+			tr: AfterProcessingTime().PlusDelay(time.Millisecond),
+			tt: []TimestampTransform{DelayTransform{Delay: 1}},
+		},
+		{
+			tr: AfterProcessingTime().PlusDelay(time.Millisecond).AlignedTo(time.Millisecond, time.Time{}),
+			tt: []TimestampTransform{DelayTransform{Delay: 1}, AlignToTransform{Period: 1, Offset: 0}},
+		},
+	}
+	for _, test := range tests {
+		if diff := cmp.Diff(test.tr.TimestampTransforms(), test.tt); diff != "" {
+			t.Errorf("timestamp transforms are not equal: %v", diff)
+		}
+	}
+}
+
+func TestRepeatTrigger(t *testing.T) {
+	subTr := AfterCount(2)
+	tr := Repeat(subTr)
+
+	if got, ok := tr.SubTrigger().(*AfterCountTrigger); ok && got != subTr {
+		t.Errorf("subtrigger not configured correctly. got %v, want %v", got, subTr)
+	}
+}
+
+func TestAfterEndOfWindowTrigger(t *testing.T) {
+	earlyTr := AfterCount(50)
+	lateTr := Always()
+	tr := AfterEndOfWindow().EarlyFiring(earlyTr).LateFiring(lateTr)
+
+	if got, ok := tr.Early().(*AfterCountTrigger); ok && got != earlyTr {
+		t.Errorf("early firing trigger not configured correctly. got %v, want %v", got, earlyTr)
+	}
+	if got, ok := tr.Late().(*AlwaysTrigger); ok && got != lateTr {
+		t.Errorf("late firing trigger not configured correctly. got %v, want %v", got, lateTr)
+	}
+}

From f94a00f33aa4cd34a85ef38e8a9496c69e1dd90d Mon Sep 17 00:00:00 2001
From: emily <emilyye@google.com>
Date: Thu, 24 Feb 2022 13:49:06 -0800
Subject: [PATCH 32/61] [BEAM-4767] Remove beam- prefix from release script
 tags (#16899)

---
 release/src/main/scripts/cut_release_branch.sh | 2 +-
 release/src/main/scripts/set_version.sh        | 3 ---
 2 files changed, 1 insertion(+), 4 deletions(-)

diff --git a/release/src/main/scripts/cut_release_branch.sh b/release/src/main/scripts/cut_release_branch.sh
index 1e633934bdce8..a7b10530cf4c8 100755
--- a/release/src/main/scripts/cut_release_branch.sh
+++ b/release/src/main/scripts/cut_release_branch.sh
@@ -125,7 +125,7 @@ echo "==================Current working branch======================="
 echo ${RELEASE_BRANCH}
 echo "==============================================================="
 
-sed -i -e "s/'beam-master-.*'/'beam-${RELEASE}'/g" runners/google-cloud-dataflow-java/build.gradle
+sed -i -e "s/'beam-master-.*'/'${RELEASE}'/g" runners/google-cloud-dataflow-java/build.gradle
 
 echo "===============Update release branch as following=============="
 git diff
diff --git a/release/src/main/scripts/set_version.sh b/release/src/main/scripts/set_version.sh
index 67420d6dda96e..387dd03d69acd 100755
--- a/release/src/main/scripts/set_version.sh
+++ b/release/src/main/scripts/set_version.sh
@@ -76,9 +76,6 @@ if [[ -z "$IS_SNAPSHOT_VERSION" ]] ; then
   sed -i -e "s/^__version__ = .*/__version__ = '${TARGET_VERSION}'/" sdks/python/apache_beam/version.py
   sed -i -e "s/sdk_version=.*/sdk_version=$TARGET_VERSION/" gradle.properties
   sed -i -e "s/SdkVersion = .*/SdkVersion = \"$TARGET_VERSION\"/" sdks/go/pkg/beam/core/core.go
-  # TODO: [BEAM-4767]
-  sed -i -e "s/'dataflow.fnapi_container_version' : .*/'dataflow.fnapi_container_version' : '${TARGET_VERSION}',/" runners/google-cloud-dataflow-java/build.gradle
-  sed -i -e "s/'dataflow.legacy_container_version' : .*/'dataflow.legacy_container_version' : 'beam-${TARGET_VERSION}',/" runners/google-cloud-dataflow-java/build.gradle
 else
   # For snapshot version:
   #   Java/gradle appends -SNAPSHOT

From bf020ac1c620c0367244acc6161f228772559f70 Mon Sep 17 00:00:00 2001
From: Jack McCluskey <34928439+jrmccluskey@users.noreply.github.com>
Date: Thu, 24 Feb 2022 17:01:00 -0500
Subject: [PATCH 33/61] [BEAM-13866] Add small unit tests to errorx, make
 boolean assignment more clear (#16943)

---
 sdks/go/pkg/beam/util/errorx/guarded.go      |  2 +-
 sdks/go/pkg/beam/util/errorx/guarded_test.go | 45 ++++++++++++++++++++
 2 files changed, 46 insertions(+), 1 deletion(-)
 create mode 100644 sdks/go/pkg/beam/util/errorx/guarded_test.go

diff --git a/sdks/go/pkg/beam/util/errorx/guarded.go b/sdks/go/pkg/beam/util/errorx/guarded.go
index cc0b07b4eee1f..186885b717c62 100644
--- a/sdks/go/pkg/beam/util/errorx/guarded.go
+++ b/sdks/go/pkg/beam/util/errorx/guarded.go
@@ -39,7 +39,7 @@ func (g *GuardedError) TrySetError(err error) bool {
 	g.mu.Lock()
 	defer g.mu.Unlock()
 
-	upd := g.err == nil
+	upd := (g.err == nil)
 	if upd {
 		g.err = err
 	}
diff --git a/sdks/go/pkg/beam/util/errorx/guarded_test.go b/sdks/go/pkg/beam/util/errorx/guarded_test.go
new file mode 100644
index 0000000000000..1e9c9b2247060
--- /dev/null
+++ b/sdks/go/pkg/beam/util/errorx/guarded_test.go
@@ -0,0 +1,45 @@
+// 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 errorx
+
+import (
+	"errors"
+	"testing"
+)
+
+func TestTrySetError(t *testing.T) {
+	var gu GuardedError
+	setErr := errors.New("attempted error")
+	success := gu.TrySetError(setErr)
+	if !success {
+		t.Fatal("got false when trying to set error, want true")
+	}
+	if got, want := gu.Error(), setErr; got != want {
+		t.Errorf("got error %v when checking message, want %v", got, want)
+	}
+}
+
+func TestTrySetError_bad(t *testing.T) {
+	setErr := errors.New("old error")
+	gu := &GuardedError{err: setErr}
+	success := gu.TrySetError(setErr)
+	if success {
+		t.Fatal("got true when trying to set error, want false")
+	}
+	if got, want := gu.Error(), setErr; got != want {
+		t.Errorf("got error %v when checking message, want %v", got, want)
+	}
+}

From 8fcb103a7fc246f24e1e4574e59ce4d5dd184d1d Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Thu, 24 Feb 2022 20:31:14 -0500
Subject: [PATCH 34/61] [BEAM-13925] Add most of the supporting files for the
 pr management automation (#16898)

---
 .github/REVIEWERS.yml                         |   21 +
 scripts/ci/pr-bot/README.md                   |   45 +
 scripts/ci/pr-bot/package-lock.json           | 2062 +++++++++++++++++
 scripts/ci/pr-bot/package.json                |   27 +
 scripts/ci/pr-bot/shared/checks.ts            |  109 +
 scripts/ci/pr-bot/shared/commentStrings.ts    |   72 +
 scripts/ci/pr-bot/shared/constants.ts         |   30 +
 scripts/ci/pr-bot/shared/githubUtils.ts       |   96 +
 scripts/ci/pr-bot/shared/persistentState.ts   |  121 +
 scripts/ci/pr-bot/shared/pr.ts                |   89 +
 scripts/ci/pr-bot/shared/reviewerConfig.ts    |   97 +
 scripts/ci/pr-bot/shared/reviewersForLabel.ts |  102 +
 scripts/ci/pr-bot/shared/userCommand.ts       |  231 ++
 scripts/ci/pr-bot/test/prTest.ts              |   45 +
 scripts/ci/pr-bot/test/reviewerConfigTest.ts  |  238 ++
 .../ci/pr-bot/test/reviewersForLabelTest.ts   |  135 ++
 scripts/ci/pr-bot/tsconfig.json               |   12 +
 17 files changed, 3532 insertions(+)
 create mode 100644 .github/REVIEWERS.yml
 create mode 100644 scripts/ci/pr-bot/README.md
 create mode 100644 scripts/ci/pr-bot/package-lock.json
 create mode 100644 scripts/ci/pr-bot/package.json
 create mode 100644 scripts/ci/pr-bot/shared/checks.ts
 create mode 100644 scripts/ci/pr-bot/shared/commentStrings.ts
 create mode 100644 scripts/ci/pr-bot/shared/constants.ts
 create mode 100644 scripts/ci/pr-bot/shared/githubUtils.ts
 create mode 100644 scripts/ci/pr-bot/shared/persistentState.ts
 create mode 100644 scripts/ci/pr-bot/shared/pr.ts
 create mode 100644 scripts/ci/pr-bot/shared/reviewerConfig.ts
 create mode 100644 scripts/ci/pr-bot/shared/reviewersForLabel.ts
 create mode 100644 scripts/ci/pr-bot/shared/userCommand.ts
 create mode 100644 scripts/ci/pr-bot/test/prTest.ts
 create mode 100644 scripts/ci/pr-bot/test/reviewerConfigTest.ts
 create mode 100644 scripts/ci/pr-bot/test/reviewersForLabelTest.ts
 create mode 100644 scripts/ci/pr-bot/tsconfig.json

diff --git a/.github/REVIEWERS.yml b/.github/REVIEWERS.yml
new file mode 100644
index 0000000000000..009489798a457
--- /dev/null
+++ b/.github/REVIEWERS.yml
@@ -0,0 +1,21 @@
+# 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.
+
+labels:
+- name: "Go"
+  reviewers: ["damccorm", "lostluck", "jrmccluskey", "youngoli", "riteshghorse"]
+  exclusionList: [] # These users will never be suggested as reviewers
+# I don't know the other areas well enough to assess who the normal committers/contributors who might want to be reviewers are
+fallbackReviewers: [] # List of committers to use when no label matches
diff --git a/scripts/ci/pr-bot/README.md b/scripts/ci/pr-bot/README.md
new file mode 100644
index 0000000000000..d6a55d45e9f13
--- /dev/null
+++ b/scripts/ci/pr-bot/README.md
@@ -0,0 +1,45 @@
+<!--
+    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.
+-->
+
+# PR Bot
+
+This directory holds all the code (except for Actions Workflows) for our PR bot designed to improve the PR experience.
+For a list of commands to use when interacting with the bot, see [Commands.md](./Commands.md).
+For a design doc explaining the design and implementation, see [Automate Reviewer Assignment](https://docs.google.com/document/d/1FhRPRD6VXkYlLAPhNfZB7y2Yese2FCWBzjx67d3TjBo/edit#)
+
+## Build/Test
+
+To build, run:
+
+```
+npm install
+npm run build
+```
+
+To run the tests:
+
+```
+npm test
+```
+
+Before checking in code, run prettier on it:
+
+```
+npm run format
+```
\ No newline at end of file
diff --git a/scripts/ci/pr-bot/package-lock.json b/scripts/ci/pr-bot/package-lock.json
new file mode 100644
index 0000000000000..cf881686c1405
--- /dev/null
+++ b/scripts/ci/pr-bot/package-lock.json
@@ -0,0 +1,2062 @@
+{
+  "name": "pr-bot",
+  "version": "1.0.0",
+  "lockfileVersion": 2,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "pr-bot",
+      "version": "1.0.0",
+      "dependencies": {
+        "@actions/exec": "^1.1.0",
+        "@actions/github": "^5.0.0",
+        "@octokit/rest": "^18.12.0",
+        "js-yaml": "^4.1.0",
+        "prettier": "^2.5.1"
+      },
+      "devDependencies": {
+        "@types/mocha": "^9.1.0",
+        "@types/node": "^16.11.7",
+        "mocha": "^9.1.3",
+        "typescript": "4.2.4"
+      }
+    },
+    "node_modules/@actions/exec": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@actions/exec/-/exec-1.1.0.tgz",
+      "integrity": "sha512-LImpN9AY0J1R1mEYJjVJfSZWU4zYOlEcwSTgPve1rFQqK5AwrEs6uWW5Rv70gbDIQIAUwI86z6B+9mPK4w9Sbg==",
+      "dependencies": {
+        "@actions/io": "^1.0.1"
+      }
+    },
+    "node_modules/@actions/github": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@actions/github/-/github-5.0.0.tgz",
+      "integrity": "sha512-QvE9eAAfEsS+yOOk0cylLBIO/d6WyWIOvsxxzdrPFaud39G6BOkUwScXZn1iBzQzHyu9SBkkLSWlohDWdsasAQ==",
+      "dependencies": {
+        "@actions/http-client": "^1.0.11",
+        "@octokit/core": "^3.4.0",
+        "@octokit/plugin-paginate-rest": "^2.13.3",
+        "@octokit/plugin-rest-endpoint-methods": "^5.1.1"
+      }
+    },
+    "node_modules/@actions/http-client": {
+      "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/@actions/http-client/-/http-client-1.0.11.tgz",
+      "integrity": "sha512-VRYHGQV1rqnROJqdMvGUbY/Kn8vriQe/F9HR2AlYHzmKuM/p3kjNuXhmdBfcVgsvRWTz5C5XW5xvndZrVBuAYg==",
+      "dependencies": {
+        "tunnel": "0.0.6"
+      }
+    },
+    "node_modules/@actions/io": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@actions/io/-/io-1.1.1.tgz",
+      "integrity": "sha512-Qi4JoKXjmE0O67wAOH6y0n26QXhMKMFo7GD/4IXNVcrtLjUlGjGuVys6pQgwF3ArfGTQu0XpqaNr0YhED2RaRA=="
+    },
+    "node_modules/@octokit/auth-token": {
+      "version": "2.5.0",
+      "resolved": "https://registry.npmjs.org/@octokit/auth-token/-/auth-token-2.5.0.tgz",
+      "integrity": "sha512-r5FVUJCOLl19AxiuZD2VRZ/ORjp/4IN98Of6YJoJOkY75CIBuYfmiNHGrDwXr+aLGG55igl9QrxX3hbiXlLb+g==",
+      "dependencies": {
+        "@octokit/types": "^6.0.3"
+      }
+    },
+    "node_modules/@octokit/core": {
+      "version": "3.5.1",
+      "resolved": "https://registry.npmjs.org/@octokit/core/-/core-3.5.1.tgz",
+      "integrity": "sha512-omncwpLVxMP+GLpLPgeGJBF6IWJFjXDS5flY5VbppePYX9XehevbDykRH9PdCdvqt9TS5AOTiDide7h0qrkHjw==",
+      "dependencies": {
+        "@octokit/auth-token": "^2.4.4",
+        "@octokit/graphql": "^4.5.8",
+        "@octokit/request": "^5.6.0",
+        "@octokit/request-error": "^2.0.5",
+        "@octokit/types": "^6.0.3",
+        "before-after-hook": "^2.2.0",
+        "universal-user-agent": "^6.0.0"
+      }
+    },
+    "node_modules/@octokit/endpoint": {
+      "version": "6.0.12",
+      "resolved": "https://registry.npmjs.org/@octokit/endpoint/-/endpoint-6.0.12.tgz",
+      "integrity": "sha512-lF3puPwkQWGfkMClXb4k/eUT/nZKQfxinRWJrdZaJO85Dqwo/G0yOC434Jr2ojwafWJMYqFGFa5ms4jJUgujdA==",
+      "dependencies": {
+        "@octokit/types": "^6.0.3",
+        "is-plain-object": "^5.0.0",
+        "universal-user-agent": "^6.0.0"
+      }
+    },
+    "node_modules/@octokit/graphql": {
+      "version": "4.8.0",
+      "resolved": "https://registry.npmjs.org/@octokit/graphql/-/graphql-4.8.0.tgz",
+      "integrity": "sha512-0gv+qLSBLKF0z8TKaSKTsS39scVKF9dbMxJpj3U0vC7wjNWFuIpL/z76Qe2fiuCbDRcJSavkXsVtMS6/dtQQsg==",
+      "dependencies": {
+        "@octokit/request": "^5.6.0",
+        "@octokit/types": "^6.0.3",
+        "universal-user-agent": "^6.0.0"
+      }
+    },
+    "node_modules/@octokit/openapi-types": {
+      "version": "11.2.0",
+      "resolved": "https://registry.npmjs.org/@octokit/openapi-types/-/openapi-types-11.2.0.tgz",
+      "integrity": "sha512-PBsVO+15KSlGmiI8QAzaqvsNlZlrDlyAJYcrXBCvVUxCp7VnXjkwPoFHgjEJXx3WF9BAwkA6nfCUA7i9sODzKA=="
+    },
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+        "decamelize": "^4.0.0",
+        "flat": "^5.0.2",
+        "is-plain-obj": "^2.1.0"
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+      "version": "0.1.0",
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+      "dev": true
+    }
+  }
+}
diff --git a/scripts/ci/pr-bot/package.json b/scripts/ci/pr-bot/package.json
new file mode 100644
index 0000000000000..5f6ae37a9f024
--- /dev/null
+++ b/scripts/ci/pr-bot/package.json
@@ -0,0 +1,27 @@
+{
+  "name": "pr-bot",
+  "version": "1.0.0",
+  "description": "Scripts for the Beam PR bot",
+  "main": "processNewPrs.js",
+  "scripts": {
+    "build": "tsc",
+    "format": "prettier --write *.ts shared/**/*.ts test/**/*.ts",
+    "test": "mocha lib/test",
+    "processNewPrs": "npm run build && node lib/processNewPrs.js",
+    "processPrUpdate": "npm run build && node lib/processPrUpdate.js",
+    "gatherMetrics": "npm run build && node lib/gatherMetrics.js"
+  },
+  "dependencies": {
+    "@actions/exec": "^1.1.0",
+    "@actions/github": "^5.0.0",
+    "@octokit/rest": "^18.12.0",
+    "js-yaml": "^4.1.0",
+    "prettier": "^2.5.1"
+  },
+  "devDependencies": {
+    "@types/mocha": "^9.1.0",
+    "@types/node": "^16.11.7",
+    "mocha": "^9.1.3",
+    "typescript": "4.2.4"
+  }
+}
diff --git a/scripts/ci/pr-bot/shared/checks.ts b/scripts/ci/pr-bot/shared/checks.ts
new file mode 100644
index 0000000000000..51bcf18025928
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/checks.ts
@@ -0,0 +1,109 @@
+/*
+ * 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.
+ */
+
+const { getGitHubClient } = require("./githubUtils");
+
+export interface CheckStatus {
+  completed: boolean;
+  succeeded: boolean;
+}
+
+// Returns the status of the most recent checks runs -
+export async function getChecksStatus(
+  owner: string,
+  repo: string,
+  checkSha: string
+): Promise<CheckStatus> {
+  let checkStatus: CheckStatus = {
+    completed: true,
+    succeeded: true,
+  };
+  const mostRecentChecks = await getMostRecentChecks(owner, repo, checkSha);
+  for (let i = 0; i < mostRecentChecks.length; i++) {
+    if (mostRecentChecks[i].status != "completed") {
+      checkStatus.completed = false;
+    }
+    if (mostRecentChecks[i].conclusion != "success") {
+      checkStatus.succeeded = false;
+    }
+  }
+
+  return checkStatus;
+}
+
+async function getMostRecentChecks(
+  owner: string,
+  repo: string,
+  checkSha: string
+): Promise<any> {
+  let mostRecentChecks: any[] = [];
+  const checksByName = await getChecksByName(owner, repo, checkSha);
+
+  const checkNames = Object.keys(checksByName);
+  for (let i = 0; i < checkNames.length; i++) {
+    let checks = checksByName[checkNames[i]];
+    let mostRecent = checks.sort((a, b) =>
+      a.completionTime > b.completionTime ? 1 : -1
+    )[0];
+    mostRecentChecks.push(mostRecent);
+  }
+
+  return mostRecentChecks;
+}
+
+async function getChecksByName(
+  owner: string,
+  repo: string,
+  checkSha: string
+): Promise<any> {
+  const githubClient = getGitHubClient();
+  const allChecks = (
+    await githubClient.rest.checks.listForRef({
+      owner: owner,
+      repo: repo,
+      ref: checkSha,
+    })
+  ).data.check_runs;
+  let checksByName = {};
+  allChecks.forEach((checkRun) => {
+    if (!shouldExcludeCheck(checkRun)) {
+      let name = checkRun.name;
+      let check = {
+        status: checkRun.status,
+        conclusion: checkRun.conclusion,
+        completionTime: checkRun.completed_at,
+      };
+      if (!checksByName[name]) {
+        checksByName[name] = [check];
+      } else {
+        checksByName[name].push(check);
+      }
+    }
+  });
+
+  return checksByName;
+}
+
+// Returns checks we should exclude because they are flaky or not always predictive of pr mergability.
+// Currently just excludes codecov.
+function shouldExcludeCheck(check): boolean {
+  if (check.name.toLowerCase().indexOf("codecov") != -1) {
+    return true;
+  }
+  return false;
+}
diff --git a/scripts/ci/pr-bot/shared/commentStrings.ts b/scripts/ci/pr-bot/shared/commentStrings.ts
new file mode 100644
index 0000000000000..e70a721c95fa7
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/commentStrings.ts
@@ -0,0 +1,72 @@
+/*
+ * 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.
+ */
+
+export function allChecksPassed(reviewersToNotify: string[]): string {
+  return `All checks have passed: @${reviewersToNotify.join(" ")}`;
+}
+
+export function assignCommitter(committer: string): string {
+  return `R: @${committer} for final approval`;
+}
+
+export function assignReviewer(labelToReviewerMapping: any): string {
+  let commentString =
+    "Assigning reviewers. If you would like to opt out of this review, comment `assign to next reviewer`:\n\n";
+
+  for (let label in labelToReviewerMapping) {
+    let reviewer = labelToReviewerMapping[label];
+    if (label === "no-matching-label") {
+      commentString += `R: @${reviewer} added as fallback since no labels match configuration\n`;
+    } else {
+      commentString += `R: @${reviewer} for label ${label}.\n`;
+    }
+  }
+
+  commentString += `
+Available commands:
+- \`stop reviewer notifications\` - opt out of the automated review tooling
+- \`remind me after tests pass\` - tag the comment author after tests pass
+- \`waiting on author\` - shift the attention set back to the author (any comment or push by the author will return the attention set to the reviewers)`;
+  return commentString;
+}
+
+export function failingChecksCantAssign(): string {
+  return "Checks are failing. Will not request review until checks are succeeding. If you'd like to override that behavior, comment `assign set of reviewers`";
+}
+
+export function someChecksFailing(reviewersToNotify: string[]): string {
+  return `Some checks have failed: @${reviewersToNotify.join(" ")}`;
+}
+
+export function stopNotifications(reason: string): string {
+  return `Stopping reviewer notifications for this pull request: ${reason}`;
+}
+
+export function remindReviewerAfterTestsPass(requester: string): string {
+  return `Ok - I'll remind @${requester} after tests pass`;
+}
+
+export function reviewersAlreadyAssigned(reviewers: string[]): string {
+  return `Reviewers are already assigned to this PR: ${reviewers
+    .map((reviewer) => "@" + reviewer)
+    .join(" ")}`;
+}
+
+export function noLegalReviewers(): string {
+  return "No reviewers could be found from any of the labels on the PR or in the fallback reviewers list. Check the config file to make sure reviewers are configured";
+}
diff --git a/scripts/ci/pr-bot/shared/constants.ts b/scripts/ci/pr-bot/shared/constants.ts
new file mode 100644
index 0000000000000..859bf8589e623
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/constants.ts
@@ -0,0 +1,30 @@
+/*
+ * 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.
+ */
+
+const path = require("path");
+
+export const REPO_OWNER = "apache";
+export const REPO = "beam";
+export const PATH_TO_CONFIG_FILE = path.join(
+  __dirname,
+  "../../../../../.github/REVIEWERS.yml"
+);
+export const PATH_TO_METRICS_CSV = path.resolve(
+  path.join(__dirname, "../../metrics.csv")
+);
+export const BOT_NAME = "github-actions";
diff --git a/scripts/ci/pr-bot/shared/githubUtils.ts b/scripts/ci/pr-bot/shared/githubUtils.ts
new file mode 100644
index 0000000000000..e650ca52b0d09
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/githubUtils.ts
@@ -0,0 +1,96 @@
+/*
+ * 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.
+ */
+
+const { Octokit } = require("@octokit/rest");
+const { REPO_OWNER, REPO } = require("./constants");
+
+export interface Label {
+  name: string;
+}
+
+export function getGitHubClient() {
+  let auth = process.env["GITHUB_TOKEN"];
+  if (!auth) {
+    throw new Error(
+      "No github token provided - process.env['GITHUB_TOKEN'] must be set."
+    );
+  }
+  return new Octokit({ auth });
+}
+
+export async function addPrComment(pullNumber: number, body: string) {
+  await getGitHubClient().rest.issues.createComment({
+    owner: REPO_OWNER,
+    repo: REPO,
+    issue_number: pullNumber,
+    body,
+  });
+}
+
+export async function nextActionReviewers(
+  pullNumber: number,
+  existingLabels: Label[]
+) {
+  let newLabels = removeNextActionLabel(existingLabels);
+  newLabels.push("Next Action: Reviewers");
+  await getGitHubClient().rest.issues.setLabels({
+    owner: REPO_OWNER,
+    repo: REPO,
+    issue_number: pullNumber,
+    labels: newLabels,
+  });
+}
+
+export async function nextActionAuthor(
+  pullNumber: number,
+  existingLabels: Label[]
+) {
+  let newLabels = removeNextActionLabel(existingLabels);
+  newLabels.push("Next Action: Author");
+  await getGitHubClient().rest.issues.setLabels({
+    owner: REPO_OWNER,
+    repo: REPO,
+    issue_number: pullNumber,
+    labels: newLabels,
+  });
+}
+
+export async function checkIfCommitter(username: string): Promise<boolean> {
+  const permissionLevel = (
+    await getGitHubClient().rest.repos.getCollaboratorPermissionLevel({
+      owner: REPO_OWNER,
+      repo: REPO,
+      username,
+    })
+  ).data;
+
+  return (
+    permissionLevel.permission === "write" ||
+    permissionLevel.permission === "admin"
+  );
+}
+
+function removeNextActionLabel(existingLabels: Label[]): string[] {
+  return existingLabels
+    .filter(
+      (label) =>
+        label.name != "Next Action: Reviewers" &&
+        label.name != "Next Action: Author"
+    )
+    .map((label) => label.name);
+}
diff --git a/scripts/ci/pr-bot/shared/persistentState.ts b/scripts/ci/pr-bot/shared/persistentState.ts
new file mode 100644
index 0000000000000..f7fade16f9b93
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/persistentState.ts
@@ -0,0 +1,121 @@
+/*
+ * 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.
+ */
+
+const exec = require("@actions/exec");
+const fs = require("fs");
+const path = require("path");
+const { Pr } = require("./pr");
+const { ReviewersForLabel } = require("./reviewersForLabel");
+const { BOT_NAME } = require("./constants");
+
+function getPrFileName(prNumber) {
+  return `pr-${prNumber}.json`.toLowerCase();
+}
+
+function getReviewersForLabelFileName(label) {
+  return `reviewers-for-label-${label}.json`.toLowerCase();
+}
+
+async function commitStateToRepo() {
+  await exec.exec("git pull origin pr-bot-state");
+  await exec.exec("git add state/*");
+  await exec.exec(`git commit -m "Updating config from bot" --allow-empty`);
+  await exec.exec("git push origin pr-bot-state");
+}
+
+export class PersistentState {
+  private switchedBranch = false;
+
+  // Returns a Pr object representing the current saved state of the pr.
+  async getPrState(prNumber: number): Promise<typeof Pr> {
+    var fileName = getPrFileName(prNumber);
+    return new Pr(await this.getState(fileName, "state/pr-state"));
+  }
+
+  // Writes a Pr object representing the current saved state of the pr to persistent storage.
+  async writePrState(prNumber: number, newState: any) {
+    var fileName = getPrFileName(prNumber);
+    await this.writeState(fileName, "state/pr-state", new Pr(newState));
+  }
+
+  // Returns a ReviewersForLabel object representing the current saved state of which reviewers have reviewed recently.
+  async getReviewersForLabelState(
+    label: string
+  ): Promise<typeof ReviewersForLabel> {
+    var fileName = getReviewersForLabelFileName(label);
+    return new ReviewersForLabel(label, await this.getState(fileName, "state"));
+  }
+
+  // Writes a ReviewersForLabel object representing the current saved state of which reviewers have reviewed recently.
+  async writeReviewersForLabelState(label: string, newState: any) {
+    var fileName = getReviewersForLabelFileName(label);
+    await this.writeState(
+      fileName,
+      "state",
+      new ReviewersForLabel(label, newState)
+    );
+  }
+
+  private async getState(fileName, baseDirectory) {
+    await this.ensureCorrectBranch();
+    fileName = path.join(baseDirectory, fileName);
+    if (!fs.existsSync(fileName)) {
+      return null;
+    }
+    return JSON.parse(fs.readFileSync(fileName, { encoding: "utf-8" }));
+  }
+
+  private async writeState(fileName, baseDirectory, state) {
+    await this.ensureCorrectBranch();
+    fileName = path.join(baseDirectory, fileName);
+    if (!fs.existsSync(baseDirectory)) {
+      fs.mkdirSync(baseDirectory, { recursive: true });
+    }
+    fs.writeFileSync(fileName, JSON.stringify(state, null, 2), {
+      encoding: "utf-8",
+    });
+    await commitStateToRepo();
+  }
+
+  private async ensureCorrectBranch() {
+    if (this.switchedBranch) {
+      return;
+    }
+    console.log(
+      "Switching to branch pr-bot-state for reading/storing persistent state between runs"
+    );
+    try {
+      await exec.exec(`git config user.name ${BOT_NAME}`);
+      await exec.exec(`git config user.email ${BOT_NAME}@github.com`);
+      await exec.exec("git config pull.rebase false");
+      await exec.exec("git fetch origin pr-bot-state");
+      await exec.exec("git checkout pr-bot-state");
+    } catch {
+      console.log(
+        "Couldnt find branch pr-bot-state in origin, trying to create it"
+      );
+      try {
+        await exec.exec("git checkout -b pr-bot-state");
+      } catch {
+        console.log("Creating branch failed, trying a simple checkout.");
+        await exec.exec("git checkout pr-bot-state");
+      }
+    }
+    this.switchedBranch = true;
+  }
+}
diff --git a/scripts/ci/pr-bot/shared/pr.ts b/scripts/ci/pr-bot/shared/pr.ts
new file mode 100644
index 0000000000000..c1419b8419cee
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/pr.ts
@@ -0,0 +1,89 @@
+/*
+ * 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.
+ */
+
+const github = require("./githubUtils");
+
+export class Pr {
+  public commentedAboutFailingChecks: boolean;
+  public reviewersAssignedForLabels: { [key: string]: string };
+  public nextAction: string;
+  public stopReviewerNotifications: boolean;
+  public remindAfterTestsPass: string[];
+
+  constructor(propertyDictionary) {
+    this.commentedAboutFailingChecks = false;
+    this.reviewersAssignedForLabels = {}; // map of label to reviewer
+    this.nextAction = "Author";
+    this.stopReviewerNotifications = false;
+    this.remindAfterTestsPass = []; // List of handles
+
+    if (!propertyDictionary) {
+      return;
+    }
+    if (propertyDictionary) {
+      if ("commentedAboutFailingChecks" in propertyDictionary) {
+        this.commentedAboutFailingChecks =
+          propertyDictionary["commentedAboutFailingChecks"];
+      }
+      if ("reviewersAssignedForLabels" in propertyDictionary) {
+        this.reviewersAssignedForLabels =
+          propertyDictionary["reviewersAssignedForLabels"];
+      }
+      if ("nextAction" in propertyDictionary) {
+        this.nextAction = propertyDictionary["nextAction"];
+      }
+      if ("stopReviewerNotifications" in propertyDictionary) {
+        this.stopReviewerNotifications =
+          propertyDictionary["stopReviewerNotifications"];
+      }
+      if ("remindAfterTestsPass" in propertyDictionary) {
+        this.remindAfterTestsPass = propertyDictionary["remindAfterTestsPass"];
+      }
+    }
+  }
+
+  // Returns a label that the reviewer is assigned for.
+  // If none, returns an empty string
+  getLabelForReviewer(reviewer: string): string {
+    const labels = Object.keys(this.reviewersAssignedForLabels);
+    for (let i = 0; i < labels.length; i++) {
+      let label = labels[i];
+      if (this.reviewersAssignedForLabels[label] === reviewer) {
+        return label;
+      }
+    }
+
+    return "";
+  }
+
+  // Returns whether any of the assigned reviewers are committers
+  async isAnyAssignedReviewerCommitter(): Promise<boolean> {
+    const labels = Object.keys(this.reviewersAssignedForLabels);
+    for (let i = 0; i < labels.length; i++) {
+      if (
+        await github.checkIfCommitter(
+          this.reviewersAssignedForLabels[labels[i]]
+        )
+      ) {
+        return true;
+      }
+    }
+
+    return false;
+  }
+}
diff --git a/scripts/ci/pr-bot/shared/reviewerConfig.ts b/scripts/ci/pr-bot/shared/reviewerConfig.ts
new file mode 100644
index 0000000000000..f8300adbdfaf3
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/reviewerConfig.ts
@@ -0,0 +1,97 @@
+/*
+ * 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.
+ */
+
+const yaml = require("js-yaml");
+const fs = require("fs");
+import { Label } from "./githubUtils";
+
+export class ReviewerConfig {
+  private config: any;
+  constructor(pathToConfigFile) {
+    this.config = yaml.load(
+      fs.readFileSync(pathToConfigFile, { encoding: "utf-8" })
+    );
+  }
+
+  // Given a list of labels and an exclusion list of reviewers not to include (e.g. the author)
+  // returns all possible reviewers for each label
+  getReviewersForLabels(
+    labels: Label[],
+    exclusionList: string[]
+  ): { [key: string]: string[] } {
+    let reviewersFound = false;
+    let labelToReviewerMapping = {};
+    labels.forEach((label) => {
+      let reviewers = this.getReviewersForLabel(label.name, exclusionList);
+      if (reviewers.length > 0) {
+        labelToReviewerMapping[label.name] = reviewers;
+        reviewersFound = true;
+      }
+    });
+    if (!reviewersFound) {
+      const fallbackReviewers = this.getFallbackReviewers(exclusionList);
+      if (fallbackReviewers.length > 0) {
+        labelToReviewerMapping["no-matching-label"] =
+          this.getFallbackReviewers(exclusionList);
+      }
+    }
+    return labelToReviewerMapping;
+  }
+
+  // Get possible reviewers excluding the author.
+  getReviewersForLabel(label: string, exclusionList: string[]): string[] {
+    var labelObjects = this.config.labels;
+    const labelObject = labelObjects.find(
+      (labelObject) => labelObject.name.toLowerCase() === label.toLowerCase()
+    );
+    if (!labelObject) {
+      return [];
+    }
+
+    return this.excludeFromReviewers(labelObject.reviewers, exclusionList);
+  }
+
+  getExclusionListForLabel(label: string): string[] {
+    var labelObjects = this.config.labels;
+    const labelObject = labelObjects.find(
+      (labelObject) => labelObject.name.toLowerCase() === label.toLowerCase()
+    );
+    return labelObject?.exclusionList ?? [];
+  }
+
+  // Get fallback reviewers excluding the author.
+  getFallbackReviewers(exclusionList: string[]): string[] {
+    return this.excludeFromReviewers(
+      this.config.fallbackReviewers,
+      exclusionList
+    );
+  }
+
+  private excludeFromReviewers(
+    reviewers: string[],
+    exclusionList: string[]
+  ): string[] {
+    if (!exclusionList) {
+      return reviewers;
+    }
+
+    return reviewers.filter(
+      (reviewer) => exclusionList.indexOf(reviewer) == -1
+    );
+  }
+}
diff --git a/scripts/ci/pr-bot/shared/reviewersForLabel.ts b/scripts/ci/pr-bot/shared/reviewersForLabel.ts
new file mode 100644
index 0000000000000..971f3f1cd7a53
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/reviewersForLabel.ts
@@ -0,0 +1,102 @@
+/*
+ * 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.
+ */
+
+const github = require("./githubUtils");
+
+export class ReviewersForLabel {
+  public label: string;
+  public dateOfLastReviewAssignment: { [key: string]: number };
+
+  constructor(
+    label: string,
+    propertyDictionary: {
+      dateOfLastReviewAssignment: { [key: string]: number };
+    }
+  ) {
+    this.label = label;
+    this.dateOfLastReviewAssignment = {}; // map of reviewer to date
+
+    if (!propertyDictionary) {
+      return;
+    }
+    if ("dateOfLastReviewAssignment" in propertyDictionary) {
+      this.dateOfLastReviewAssignment =
+        propertyDictionary["dateOfLastReviewAssignment"];
+    }
+  }
+
+  // Given a list of available reviewers,
+  // returns the next reviewer up based on who has reviewed least recently.
+  // Updates this object to reflect their assignment.
+  assignNextReviewer(availableReviewers: string[]): string {
+    if (availableReviewers.length === 0) {
+      throw new Error(`No reviewers available for label ${this.label}`);
+    }
+
+    if (!this.dateOfLastReviewAssignment[availableReviewers[0]]) {
+      this.dateOfLastReviewAssignment[availableReviewers[0]] = Date.now();
+      return availableReviewers[0];
+    }
+
+    let earliestDate = this.dateOfLastReviewAssignment[availableReviewers[0]];
+    let earliestReviewer = availableReviewers[0];
+
+    for (let i = 0; i < availableReviewers.length; i++) {
+      let availableReviewer = availableReviewers[i];
+      if (!this.dateOfLastReviewAssignment[availableReviewer]) {
+        this.dateOfLastReviewAssignment[availableReviewer] = Date.now();
+        return availableReviewer;
+      }
+      if (earliestDate > this.dateOfLastReviewAssignment[availableReviewer]) {
+        earliestDate = this.dateOfLastReviewAssignment[availableReviewer];
+        earliestReviewer = availableReviewer;
+      }
+    }
+
+    this.dateOfLastReviewAssignment[earliestReviewer] = Date.now();
+    return earliestReviewer;
+  }
+
+  // Given the up to date list of available reviewers (excluding the author),
+  // returns the next reviewer up based on who has reviewed least recently.
+  // Updates this object to reflect their assignment.
+  async assignNextCommitter(availableReviewers: string[]): Promise<string> {
+    let earliestDate = Date.now();
+    let earliestCommitter: string = "";
+
+    for (let i = 0; i < availableReviewers.length; i++) {
+      let availableReviewer = availableReviewers[i];
+      if (await github.checkIfCommitter(availableReviewer)) {
+        if (!this.dateOfLastReviewAssignment[availableReviewer]) {
+          this.dateOfLastReviewAssignment[availableReviewer] = Date.now();
+          return availableReviewer;
+        }
+        if (earliestDate > this.dateOfLastReviewAssignment[availableReviewer]) {
+          earliestDate = this.dateOfLastReviewAssignment[availableReviewer];
+          earliestCommitter = availableReviewer;
+        }
+      }
+    }
+
+    if (!earliestCommitter) {
+      throw new Error(`No committers available for label ${this.label}`);
+    }
+    this.dateOfLastReviewAssignment[earliestCommitter] = Date.now();
+    return earliestCommitter;
+  }
+}
diff --git a/scripts/ci/pr-bot/shared/userCommand.ts b/scripts/ci/pr-bot/shared/userCommand.ts
new file mode 100644
index 0000000000000..34e2741a3f6d4
--- /dev/null
+++ b/scripts/ci/pr-bot/shared/userCommand.ts
@@ -0,0 +1,231 @@
+/*
+ * 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.
+ */
+
+const github = require("./githubUtils");
+const commentStrings = require("./commentStrings");
+const { BOT_NAME } = require("./constants");
+const { StateClient } = require("./persistentState");
+const { ReviewerConfig } = require("./reviewerConfig");
+
+// Reads the comment and processes the command if one is contained in it.
+// Returns true if it runs a command, false otherwise.
+export async function processCommand(
+  payload: any,
+  commentAuthor: string,
+  commentText: string,
+  stateClient: typeof StateClient,
+  reviewerConfig: typeof ReviewerConfig
+) {
+  // Don't process any commands from our bot.
+  if (commentAuthor === BOT_NAME) {
+    return false;
+  }
+  console.log(commentAuthor);
+
+  const pullNumber = payload.issue?.number || payload.pull_request?.number;
+  commentText = commentText.toLowerCase();
+  if (commentText.indexOf("r: @") > -1) {
+    await manuallyAssignedToReviewer(pullNumber, stateClient);
+  } else if (commentText.indexOf("assign to next reviewer") > -1) {
+    await assignToNextReviewer(
+      payload,
+      commentAuthor,
+      pullNumber,
+      stateClient,
+      reviewerConfig
+    );
+  } else if (commentText.indexOf("stop reviewer notifications") > -1) {
+    await stopReviewerNotifications(
+      pullNumber,
+      stateClient,
+      "requested by reviewer"
+    );
+  } else if (commentText.indexOf("remind me after tests pass") > -1) {
+    await remindAfterTestsPass(pullNumber, commentAuthor, stateClient);
+  } else if (commentText.indexOf("waiting on author") > -1) {
+    await waitOnAuthor(payload, pullNumber, stateClient);
+  } else if (commentText.indexOf("assign set of reviewers") > -1) {
+    await assignReviewerSet(payload, pullNumber, stateClient, reviewerConfig);
+  } else {
+    return false;
+  }
+
+  return true;
+}
+
+async function assignToNextReviewer(
+  payload: any,
+  commentAuthor: string,
+  pullNumber: number,
+  stateClient: typeof StateClient,
+  reviewerConfig: typeof ReviewerConfig
+) {
+  let prState = await stateClient.getPrState(pullNumber);
+  let labelOfReviewer = prState.getLabelForReviewer(payload.sender.login);
+  if (labelOfReviewer) {
+    let reviewersState = await stateClient.getReviewersForLabelState(
+      labelOfReviewer
+    );
+    const pullAuthor =
+      payload.issue?.user?.login || payload.pull_request?.user?.login;
+    let availableReviewers = reviewerConfig.getReviewersForLabel(
+      labelOfReviewer,
+      [commentAuthor, pullAuthor]
+    );
+    let chosenReviewer = reviewersState.assignNextReviewer(availableReviewers);
+    prState.reviewersAssignedForLabels[labelOfReviewer] = chosenReviewer;
+
+    // Comment assigning reviewer
+    console.log(`Assigning ${chosenReviewer}`);
+    await github.addPrComment(
+      pullNumber,
+      commentStrings.assignReviewer(prState.reviewersAssignedForLabels)
+    );
+
+    // Set next action to reviewer
+    const existingLabels =
+      payload.issue?.labels || payload.pull_request?.labels;
+    await github.nextActionReviewers(pullNumber, existingLabels);
+    prState.nextAction = "Reviewers";
+
+    // Persist state
+    await stateClient.writePrState(pullNumber, prState);
+    await stateClient.writeReviewersForLabelState(
+      labelOfReviewer,
+      reviewersState
+    );
+  }
+}
+
+// If they've manually assigned a reviewer, just silence notifications and ignore this pr going forward.
+// TODO(damccorm) - we could try to do something more intelligent here like figuring out which label that reviewer belongs to.
+async function manuallyAssignedToReviewer(
+  pullNumber: number,
+  stateClient: typeof StateClient
+) {
+  await stopReviewerNotifications(
+    pullNumber,
+    stateClient,
+    "review requested by someone other than the bot, ceding control"
+  );
+}
+
+async function stopReviewerNotifications(
+  pullNumber: number,
+  stateClient: typeof StateClient,
+  reason: string
+) {
+  let prState = await stateClient.getPrState(pullNumber);
+  prState.stopReviewerNotifications = true;
+  await stateClient.writePrState(pullNumber, prState);
+
+  // Comment acknowledging command
+  await github.addPrComment(
+    pullNumber,
+    commentStrings.stopNotifications(reason)
+  );
+}
+
+async function remindAfterTestsPass(
+  pullNumber: number,
+  username: string,
+  stateClient: typeof StateClient
+) {
+  let prState = await stateClient.getPrState(pullNumber);
+  prState.remindAfterTestsPass.push(username);
+  await stateClient.writePrState(pullNumber, prState);
+
+  // Comment acknowledging command
+  await github.addPrComment(
+    pullNumber,
+    commentStrings.remindReviewerAfterTestsPass(username)
+  );
+}
+
+async function waitOnAuthor(
+  payload: any,
+  pullNumber: number,
+  stateClient: typeof StateClient
+) {
+  const existingLabels = payload.issue?.labels || payload.pull_request?.labels;
+  await github.nextActionAuthor(pullNumber, existingLabels);
+  let prState = await stateClient.getPrState(pullNumber);
+  prState.nextAction = "Author";
+  await stateClient.writePrState(pullNumber, prState);
+}
+
+async function assignReviewerSet(
+  payload: any,
+  pullNumber: number,
+  stateClient: typeof StateClient,
+  reviewerConfig: typeof ReviewerConfig
+) {
+  let prState = await stateClient.getPrState(pullNumber);
+  if (Object.values(prState.reviewersAssignedForLabels).length > 0) {
+    await github.addPrComment(
+      pullNumber,
+      commentStrings.reviewersAlreadyAssigned(
+        Object.values(prState.reviewersAssignedForLabels)
+      )
+    );
+    return;
+  }
+
+  const existingLabels = payload.issue?.labels || payload.pull_request?.labels;
+  const pullAuthor =
+    payload.issue?.user?.login || payload.pull_request?.user?.login;
+  const reviewersForLabels = reviewerConfig.getReviewersForLabels(
+    existingLabels,
+    [pullAuthor]
+  );
+  let reviewerStateToUpdate = {};
+  var labels = Object.keys(reviewersForLabels);
+  if (!labels || labels.length == 0) {
+    await github.addPrComment(
+      pullNumber,
+      commentStrings.noLegalReviewers(existingLabels)
+    );
+    return;
+  }
+  for (let i = 0; i < labels.length; i++) {
+    let label = labels[i];
+    let availableReviewers = reviewersForLabels[label];
+    let reviewersState = await stateClient.getReviewersForLabelState(label);
+    let chosenReviewer = reviewersState.assignNextReviewer(availableReviewers);
+    reviewerStateToUpdate[label] = reviewersState;
+    prState.reviewersAssignedForLabels[label] = chosenReviewer;
+  }
+  console.log(`Assigning reviewers for pr ${pullNumber}`);
+  await github.addPrComment(
+    pullNumber,
+    commentStrings.assignReviewer(prState.reviewersAssignedForLabels)
+  );
+
+  github.nextActionReviewers(pullNumber, existingLabels);
+  prState.nextAction = "Reviewers";
+
+  await stateClient.writePrState(pullNumber, prState);
+  let labelsToUpdate = Object.keys(reviewerStateToUpdate);
+  for (let i = 0; i < labelsToUpdate.length; i++) {
+    let label = labelsToUpdate[i];
+    await stateClient.writeReviewersForLabelState(
+      label,
+      reviewerStateToUpdate[label]
+    );
+  }
+}
diff --git a/scripts/ci/pr-bot/test/prTest.ts b/scripts/ci/pr-bot/test/prTest.ts
new file mode 100644
index 0000000000000..b771852584a30
--- /dev/null
+++ b/scripts/ci/pr-bot/test/prTest.ts
@@ -0,0 +1,45 @@
+/*
+ * 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.
+ */
+
+var assert = require("assert");
+const { Pr } = require("../shared/pr");
+describe("Pr", function () {
+  describe("getLabelForReviewer()", function () {
+    it("should return the label a reviewer is assigned to", function () {
+      let testPr = new Pr({});
+      testPr.reviewersAssignedForLabels = {
+        Go: "testReviewer1",
+        Java: "testReviewer2",
+        Python: "testReviewer3",
+      };
+      assert.equal("Go", testPr.getLabelForReviewer("testReviewer1"));
+      assert.equal("Java", testPr.getLabelForReviewer("testReviewer2"));
+      assert.equal("Python", testPr.getLabelForReviewer("testReviewer3"));
+    });
+
+    it("should return an empty string when a reviewer is not assigned", function () {
+      let testPr = new Pr({});
+      testPr.reviewersAssignedForLabels = {
+        Go: "testReviewer1",
+        Java: "testReviewer2",
+        Python: "testReviewer3",
+      };
+      assert.equal("", testPr.getLabelForReviewer("testReviewer4"));
+    });
+  });
+});
diff --git a/scripts/ci/pr-bot/test/reviewerConfigTest.ts b/scripts/ci/pr-bot/test/reviewerConfigTest.ts
new file mode 100644
index 0000000000000..589aab635bc95
--- /dev/null
+++ b/scripts/ci/pr-bot/test/reviewerConfigTest.ts
@@ -0,0 +1,238 @@
+/*
+ * 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.
+ */
+
+var assert = require("assert");
+var fs = require("fs");
+const { ReviewerConfig } = require("../shared/reviewerConfig");
+const configPath = "test-config.yml";
+const configContents = `labels:
+- name: "Go"
+  reviewers: ["testReviewer1", "testReviewer2"]
+  exclusionList: ["testReviewer3"] # These users will never be suggested as reviewers
+# I don't know the other areas well enough to assess who the normal committers/contributors who might want to be reviewers are
+- name: "Java"
+  reviewers: ["testReviewer3", "testReviewer2"]
+  exclusionList: [] # These users will never be suggested as reviewers
+- name: "Python"
+  reviewers: ["testReviewer4"]
+  exclusionList: [] # These users will never be suggested as reviewers
+fallbackReviewers: ["testReviewer5", "testReviewer1", "testReviewer3"] # List of committers to use when no label matches
+`;
+describe("ReviewerConfig", function () {
+  before(function () {
+    if (fs.existsSync(configPath)) {
+      fs.rmSync(configPath);
+    }
+    fs.writeFileSync(configPath, configContents);
+  });
+
+  after(function () {
+    fs.rmSync(configPath);
+  });
+
+  describe("getReviewersForLabels()", function () {
+    it("should return all reviewers configured for all labels", function () {
+      const config = new ReviewerConfig(configPath);
+      const reviewersForLabels = config.getReviewersForLabels(
+        [{ name: "Go" }, { name: "Java" }],
+        []
+      );
+      assert(
+        reviewersForLabels["Go"].find(
+          (reviewer) => reviewer === "testReviewer1"
+        ),
+        "Return value for Go label should include testReviewer1"
+      );
+      assert(
+        reviewersForLabels["Go"].find(
+          (reviewer) => reviewer === "testReviewer2"
+        ),
+        "Return value for Go label should include testReviewer2"
+      );
+      assert(
+        !reviewersForLabels["Go"].find(
+          (reviewer) => reviewer === "testReviewer3"
+        ),
+        "Return value for Go label should not include testReviewer3"
+      );
+      assert(
+        !reviewersForLabels["Go"].find(
+          (reviewer) => reviewer === "testReviewer4"
+        ),
+        "Return value for Go label should not include testReviewer4"
+      );
+
+      assert(
+        reviewersForLabels["Java"].find(
+          (reviewer) => reviewer === "testReviewer3"
+        ),
+        "Return value for Java label should include testReviewer3"
+      );
+      assert(
+        reviewersForLabels["Java"].find(
+          (reviewer) => reviewer === "testReviewer2"
+        ),
+        "Return value for Java label should include testReviewer2"
+      );
+      assert(
+        !reviewersForLabels["Java"].find(
+          (reviewer) => reviewer === "testReviewer4"
+        ),
+        "Return value for Java label should not include testReviewer4"
+      );
+      assert(
+        !reviewersForLabels["Java"].find(
+          (reviewer) => reviewer === "testReviewer1"
+        ),
+        "Return value for Java label should not include testReviewer1"
+      );
+      assert(
+        !reviewersForLabels["Java"].find(
+          (reviewer) => reviewer === "testReviewer5"
+        ),
+        "Return value for Java label should not include testReviewer5"
+      );
+
+      assert(
+        Object.keys(reviewersForLabels).indexOf("Python") == -1,
+        "No reviewers should be included for python"
+      );
+    });
+
+    it("should return no entry if a label is not configured", function () {
+      const config = new ReviewerConfig(configPath);
+      const reviewersForLabels = config.getReviewersForLabels(
+        [{ name: "FakeLabel" }],
+        []
+      );
+
+      assert(
+        !("FakeLabel" in reviewersForLabels),
+        "FakeLabel should not be included in the returned label map"
+      );
+    });
+
+    it("should exclude any reviewers who are passed into the exlusionList", function () {
+      const config = new ReviewerConfig(configPath);
+      const reviewersForLabels = config.getReviewersForLabels(
+        [{ name: "Go" }, { name: "Java" }],
+        ["testReviewer1"]
+      );
+
+      assert(
+        !reviewersForLabels["Go"].find(
+          (reviewer) => reviewer === "testReviewer1"
+        ),
+        "testReviewer1 should have been excluded from the result set"
+      );
+    });
+  });
+
+  describe("getReviewersForLabel()", function () {
+    it("should return all reviewers configured for a label", function () {
+      const config = new ReviewerConfig(configPath);
+      const reviewersForGo = config.getReviewersForLabel("Go", []);
+
+      assert(
+        reviewersForGo.find((reviewer) => reviewer === "testReviewer1"),
+        "Return value for Go label should include testReviewer1"
+      );
+      assert(
+        reviewersForGo.find((reviewer) => reviewer === "testReviewer2"),
+        "Return value for Go label should include testReviewer2"
+      );
+      assert(
+        !reviewersForGo.find((reviewer) => reviewer === "testReviewer3"),
+        "Return value for Go label should not include testReviewer3"
+      );
+      assert(
+        !reviewersForGo.find((reviewer) => reviewer === "testReviewer4"),
+        "Return value for Go label should not include testReviewer4"
+      );
+    });
+
+    it("should return an empty list if a label is not configured", function () {
+      const config = new ReviewerConfig(configPath);
+      const reviewersForFakeLabel = config.getReviewersForLabel(
+        "FakeLabel",
+        []
+      );
+      assert.equal(0, reviewersForFakeLabel.length);
+    });
+
+    it("should exclude any reviewers who are passed into the exlusionList", function () {
+      const config = new ReviewerConfig(configPath);
+      const reviewersForGo = config.getReviewersForLabel("Go", [
+        "testReviewer1",
+      ]);
+
+      assert(
+        !reviewersForGo.find((reviewer) => reviewer === "testReviewer1"),
+        "Return value for Go label should not include testReviewer1"
+      );
+    });
+  });
+
+  describe("getExclusionListForLabel()", function () {
+    it("should get the exclusion list configured for a label", function () {
+      const config = new ReviewerConfig(configPath);
+      const goExclusionList = config.getExclusionListForLabel("Go");
+
+      assert(
+        goExclusionList.find((reviewer) => reviewer === "testReviewer3"),
+        "Return value for Go label should include testReviewer3"
+      );
+      assert.equal(1, goExclusionList.length);
+    });
+  });
+
+  describe("getFallbackReviewers()", function () {
+    it("should get the configured falback list", function () {
+      const config = new ReviewerConfig(configPath);
+      const fallbackReviewers = config.getFallbackReviewers([]);
+
+      assert.equal(3, fallbackReviewers.length);
+      assert(
+        fallbackReviewers.find((reviewer) => reviewer === "testReviewer5"),
+        "Fallback reviewers should include testReviewer5"
+      );
+      assert(
+        fallbackReviewers.find((reviewer) => reviewer === "testReviewer1"),
+        "Fallback reviewers should include testReviewer1"
+      );
+      assert(
+        fallbackReviewers.find((reviewer) => reviewer === "testReviewer3"),
+        "Fallback reviewers should include testReviewer3"
+      );
+    });
+
+    it("should not include excluded reviewers", function () {
+      const config = new ReviewerConfig(configPath);
+      const fallbackReviewers = config.getFallbackReviewers([
+        "testReviewer1",
+        "testReviewer3",
+      ]);
+
+      assert.equal(1, fallbackReviewers.length);
+      assert(
+        fallbackReviewers.find((reviewer) => reviewer === "testReviewer5"),
+        "Fallback reviewers should only include testReviewer5"
+      );
+    });
+  });
+});
diff --git a/scripts/ci/pr-bot/test/reviewersForLabelTest.ts b/scripts/ci/pr-bot/test/reviewersForLabelTest.ts
new file mode 100644
index 0000000000000..f425750505927
--- /dev/null
+++ b/scripts/ci/pr-bot/test/reviewersForLabelTest.ts
@@ -0,0 +1,135 @@
+/*
+ * 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.
+ */
+
+var assert = require("assert");
+const { ReviewersForLabel } = require("../shared/reviewersForLabel");
+describe("ReviewersForLabel", function () {
+  describe("assignNextReviewer()", function () {
+    it("should repeatedly assign the reviewer who reviewed least recently", function () {
+      const dateOfLastReviewAssignment = {
+        testReviewer1: 1,
+        testReviewer2: 3,
+        testReviewer3: 4,
+        testReviewer4: 2,
+      };
+      let reviewersForGo = new ReviewersForLabel("Go", {
+        dateOfLastReviewAssignment: dateOfLastReviewAssignment,
+      });
+
+      assert.equal(
+        "testReviewer1",
+        reviewersForGo.assignNextReviewer([
+          "testReviewer1",
+          "testReviewer2",
+          "testReviewer3",
+          "testReviewer4",
+        ])
+      );
+      assert.equal(
+        "testReviewer4",
+        reviewersForGo.assignNextReviewer([
+          "testReviewer1",
+          "testReviewer2",
+          "testReviewer3",
+          "testReviewer4",
+        ])
+      );
+      assert.equal(
+        "testReviewer2",
+        reviewersForGo.assignNextReviewer([
+          "testReviewer1",
+          "testReviewer2",
+          "testReviewer3",
+          "testReviewer4",
+        ])
+      );
+      assert.equal(
+        "testReviewer3",
+        reviewersForGo.assignNextReviewer([
+          "testReviewer1",
+          "testReviewer2",
+          "testReviewer3",
+          "testReviewer4",
+        ])
+      );
+      assert.equal(
+        "testReviewer1",
+        reviewersForGo.assignNextReviewer([
+          "testReviewer1",
+          "testReviewer2",
+          "testReviewer3",
+          "testReviewer4",
+        ])
+      );
+    });
+
+    it("should assign a reviewer who hasnt reviewed before", function () {
+      const dateOfLastReviewAssignment = {
+        testReviewer1: 1,
+        testReviewer2: 2,
+        testReviewer3: 3,
+        testReviewer4: 4,
+      };
+      let reviewersForGo = new ReviewersForLabel("Go", {
+        dateOfLastReviewAssignment: dateOfLastReviewAssignment,
+      });
+
+      assert.equal(
+        "testReviewer5",
+        reviewersForGo.assignNextReviewer([
+          "testReviewer1",
+          "testReviewer2",
+          "testReviewer3",
+          "testReviewer4",
+          "testReviewer5",
+        ])
+      );
+    });
+
+    it("should only assign reviewers in the availableReviewers list", function () {
+      const dateOfLastReviewAssignment = {
+        testReviewer1: 1,
+        testReviewer2: 2,
+        testReviewer3: 3,
+        testReviewer4: 4,
+      };
+      let reviewersForGo = new ReviewersForLabel("Go", {
+        dateOfLastReviewAssignment: dateOfLastReviewAssignment,
+      });
+
+      assert.equal(
+        "testReviewer2",
+        reviewersForGo.assignNextReviewer(["testReviewer4", "testReviewer2"])
+      );
+    });
+
+    it("should throw if no reviewer available", function () {
+      const dateOfLastReviewAssignment = {
+        testReviewer1: 1,
+        testReviewer2: 2,
+        testReviewer3: 3,
+        testReviewer4: 4,
+      };
+      let reviewersForGo = new ReviewersForLabel("Go", {
+        dateOfLastReviewAssignment: dateOfLastReviewAssignment,
+      });
+
+      assert.throws(() => reviewersForGo.assignNextReviewer([]));
+    });
+  });
+});
diff --git a/scripts/ci/pr-bot/tsconfig.json b/scripts/ci/pr-bot/tsconfig.json
new file mode 100644
index 0000000000000..719f5dff8b9f5
--- /dev/null
+++ b/scripts/ci/pr-bot/tsconfig.json
@@ -0,0 +1,12 @@
+{
+  "compilerOptions": {
+    "target": "es6" /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017', 'ES2018', 'ES2019' or 'ESNEXT'. */,
+    "module": "commonjs" /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */,
+    "outDir": "./lib" /* Redirect output structure to the directory. */,
+    "rootDir": "./" /* Specify the root directory of input files. Use to control the output directory structure with --outDir. */,
+    "strict": true /* Enable all strict type-checking options. */,
+    "noImplicitAny": false /* Raise error on expressions and declarations with an implied 'any' type. */,
+    "esModuleInterop": true /* Enables emit interoperability between CommonJS and ES Modules via creation of namespace objects for all imports. Implies 'allowSyntheticDefaultImports'. */
+  },
+  "exclude": ["node_modules"]
+}

From 47ab260aaad6b1014d86dd6cf9274f1045690631 Mon Sep 17 00:00:00 2001
From: Zoe <zoc@google.com>
Date: Fri, 25 Feb 2022 18:13:18 +1100
Subject: [PATCH 35/61] Merge pull request #16846 from [BEAM-12164]: Add sad
 path tests for Cloud Spanner's ReadChangeStream

* Add tests and config for retry

* lint

* add tests

* lint

* Delete tests not passing

* Rebase on apache beam master

* review changes

* review changes

* fix checkstyle
---
 .../beam/gradle/BeamModulePlugin.groovy       |   6 +
 .../io/google-cloud-platform/build.gradle     |   2 +
 .../sdk/io/gcp/spanner/SpannerAccessor.java   |  62 ++-
 .../sdk/io/gcp/spanner/SpannerConfig.java     |  39 ++
 .../beam/sdk/io/gcp/spanner/SpannerIO.java    |  53 +-
 .../SpannerChangeStreamErrorTest.java         | 497 ++++++++++++++++++
 6 files changed, 633 insertions(+), 26 deletions(-)
 create mode 100644 sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/SpannerChangeStreamErrorTest.java

diff --git a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
index 95216658b01a0..b11b590ede869 100644
--- a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
+++ b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
@@ -454,8 +454,12 @@ class BeamModulePlugin implements Plugin<Project> {
     def checkerframework_version = "3.10.0"
     def classgraph_version = "4.8.104"
     def errorprone_version = "2.10.0"
+    // Try to keep gax_version consistent with gax-grpc version in google_cloud_platform_libraries_bom
+    def gax_version = "2.8.1"
     def google_clients_version = "1.32.1"
     def google_cloud_bigdataoss_version = "2.2.4"
+    // Try to keep google_cloud_spanner_version consistent with google_cloud_spanner_bom in google_cloud_platform_libraries_bom
+    def google_cloud_spanner_version = "6.17.4"
     def google_code_gson_version = "2.8.9"
     def google_oauth_clients_version = "1.32.1"
     // Try to keep grpc_version consistent with gRPC version in google_cloud_platform_libraries_bom
@@ -543,6 +547,7 @@ class BeamModulePlugin implements Plugin<Project> {
         flogger_system_backend                      : "com.google.flogger:flogger-system-backend:0.7.3",
         gax                                         : "com.google.api:gax", // google_cloud_platform_libraries_bom sets version
         gax_grpc                                    : "com.google.api:gax-grpc", // google_cloud_platform_libraries_bom sets version
+        gax_grpc_test                               : "com.google.api:gax-grpc:$gax_version:testlib", // google_cloud_platform_libraries_bom sets version
         gax_httpjson                                : "com.google.api:gax-httpjson", // google_cloud_platform_libraries_bom sets version
         google_api_client                           : "com.google.api-client:google-api-client:$google_clients_version", // for the libraries using $google_clients_version below.
         google_api_client_jackson2                  : "com.google.api-client:google-api-client-jackson2:$google_clients_version",
@@ -574,6 +579,7 @@ class BeamModulePlugin implements Plugin<Project> {
         // Update libraries-bom version on sdks/java/container/license_scripts/dep_urls_java.yaml
         google_cloud_platform_libraries_bom         : "com.google.cloud:libraries-bom:24.2.0",
         google_cloud_spanner                        : "com.google.cloud:google-cloud-spanner", // google_cloud_platform_libraries_bom sets version
+        google_cloud_spanner_test                   : "com.google.cloud:google-cloud-spanner:$google_cloud_spanner_version:tests",
         google_code_gson                            : "com.google.code.gson:gson:$google_code_gson_version",
         // google-http-client's version is explicitly declared for sdks/java/maven-archetypes/examples
         // This version should be in line with the one in com.google.cloud:libraries-bom.
diff --git a/sdks/java/io/google-cloud-platform/build.gradle b/sdks/java/io/google-cloud-platform/build.gradle
index be4e551cd6b9a..364321e0b27ed 100644
--- a/sdks/java/io/google-cloud-platform/build.gradle
+++ b/sdks/java/io/google-cloud-platform/build.gradle
@@ -52,6 +52,7 @@ dependencies {
     // BEAM-13781: gax-grpc's gRPC version was older than Beam declared
     exclude group: 'io.grpc', module: 'grpc-netty-shaded'
   }
+  implementation library.java.gax_grpc_test
   implementation library.java.gax_httpjson
   permitUnusedDeclared library.java.gax_httpjson // BEAM-8755
   implementation library.java.google_api_client
@@ -146,6 +147,7 @@ dependencies {
   testImplementation library.java.powermock
   testImplementation library.java.powermock_mockito
   testImplementation library.java.joda_time
+  testImplementation library.java.google_cloud_spanner_test
   testRuntimeOnly library.java.slf4j_jdk14
 }
 
diff --git a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerAccessor.java b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerAccessor.java
index e34863ea97de0..a4223dc804eaf 100644
--- a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerAccessor.java
+++ b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerAccessor.java
@@ -17,6 +17,7 @@
  */
 package org.apache.beam.sdk.io.gcp.spanner;
 
+import com.google.api.gax.grpc.testing.LocalChannelProvider;
 import com.google.api.gax.retrying.RetrySettings;
 import com.google.api.gax.rpc.FixedHeaderProvider;
 import com.google.api.gax.rpc.ServerStreamingCallSettings;
@@ -107,34 +108,59 @@ public static SpannerAccessor getOrCreate(SpannerConfig spannerConfig) {
   private static SpannerAccessor createAndConnect(SpannerConfig spannerConfig) {
     SpannerOptions.Builder builder = SpannerOptions.newBuilder();
 
-    ValueProvider<Duration> commitDeadline = spannerConfig.getCommitDeadline();
-    if (commitDeadline != null && commitDeadline.get().getMillis() > 0) {
+    // Set retryable codes for all API methods
+    if (spannerConfig.getRetryableCodes() != null) {
+      builder
+          .getSpannerStubSettingsBuilder()
+          .applyToAllUnaryMethods(
+              input -> {
+                input.setRetryableCodes(spannerConfig.getRetryableCodes());
+                return null;
+              });
+      builder
+          .getSpannerStubSettingsBuilder()
+          .executeStreamingSqlSettings()
+          .setRetryableCodes(spannerConfig.getRetryableCodes());
+    }
 
+    // Set commit retry settings
+    UnaryCallSettings.Builder<CommitRequest, CommitResponse> commitSettings =
+        builder.getSpannerStubSettingsBuilder().commitSettings();
+    ValueProvider<Duration> commitDeadline = spannerConfig.getCommitDeadline();
+    if (spannerConfig.getCommitRetrySettings() != null) {
+      commitSettings.setRetrySettings(spannerConfig.getCommitRetrySettings());
+    } else if (commitDeadline != null && commitDeadline.get().getMillis() > 0) {
       // Set the GRPC deadline on the Commit API call.
-      UnaryCallSettings.Builder<CommitRequest, CommitResponse> commitSettings =
-          builder.getSpannerStubSettingsBuilder().commitSettings();
-      RetrySettings.Builder commitRetrySettings = commitSettings.getRetrySettings().toBuilder();
+      RetrySettings.Builder commitRetrySettingsBuilder =
+          commitSettings.getRetrySettings().toBuilder();
       commitSettings.setRetrySettings(
-          commitRetrySettings
+          commitRetrySettingsBuilder
               .setTotalTimeout(org.threeten.bp.Duration.ofMillis(commitDeadline.get().getMillis()))
               .setMaxRpcTimeout(org.threeten.bp.Duration.ofMillis(commitDeadline.get().getMillis()))
               .setInitialRpcTimeout(
                   org.threeten.bp.Duration.ofMillis(commitDeadline.get().getMillis()))
               .build());
     }
-    // Setting the timeout for streaming read to 2 hours. This is 1 hour by default
-    // after BEAM 2.20.
+
+    // Set execute streaming sql retry settings
     ServerStreamingCallSettings.Builder<ExecuteSqlRequest, PartialResultSet>
         executeStreamingSqlSettings =
             builder.getSpannerStubSettingsBuilder().executeStreamingSqlSettings();
-    RetrySettings.Builder executeSqlStreamingRetrySettings =
-        executeStreamingSqlSettings.getRetrySettings().toBuilder();
-    executeStreamingSqlSettings.setRetrySettings(
-        executeSqlStreamingRetrySettings
-            .setInitialRpcTimeout(org.threeten.bp.Duration.ofMinutes(120))
-            .setMaxRpcTimeout(org.threeten.bp.Duration.ofMinutes(120))
-            .setTotalTimeout(org.threeten.bp.Duration.ofMinutes(120))
-            .build());
+    if (spannerConfig.getExecuteStreamingSqlRetrySettings() != null) {
+      executeStreamingSqlSettings.setRetrySettings(
+          spannerConfig.getExecuteStreamingSqlRetrySettings());
+    } else {
+      // Setting the timeout for streaming read to 2 hours. This is 1 hour by default
+      // after BEAM 2.20.
+      RetrySettings.Builder executeSqlStreamingRetrySettings =
+          executeStreamingSqlSettings.getRetrySettings().toBuilder();
+      executeStreamingSqlSettings.setRetrySettings(
+          executeSqlStreamingRetrySettings
+              .setInitialRpcTimeout(org.threeten.bp.Duration.ofMinutes(120))
+              .setMaxRpcTimeout(org.threeten.bp.Duration.ofMinutes(120))
+              .setTotalTimeout(org.threeten.bp.Duration.ofMinutes(120))
+              .build());
+    }
 
     ValueProvider<String> projectId = spannerConfig.getProjectId();
     if (projectId != null) {
@@ -151,6 +177,10 @@ private static SpannerAccessor createAndConnect(SpannerConfig spannerConfig) {
     ValueProvider<String> emulatorHost = spannerConfig.getEmulatorHost();
     if (emulatorHost != null) {
       builder.setEmulatorHost(emulatorHost.get());
+      if (spannerConfig.getIsLocalChannelProvider() != null
+          && spannerConfig.getIsLocalChannelProvider().get()) {
+        builder.setChannelProvider(LocalChannelProvider.create(emulatorHost.get()));
+      }
       builder.setCredentials(NoCredentials.getInstance());
     }
     String userAgentString = USER_AGENT_PREFIX + "/" + ReleaseInfo.getReleaseInfo().getVersion();
diff --git a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerConfig.java b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerConfig.java
index 7fcc0b5676b92..a00b7896c35af 100644
--- a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerConfig.java
+++ b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerConfig.java
@@ -19,6 +19,8 @@
 
 import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkNotNull;
 
+import com.google.api.gax.retrying.RetrySettings;
+import com.google.api.gax.rpc.StatusCode.Code;
 import com.google.auto.value.AutoValue;
 import com.google.cloud.ServiceFactory;
 import com.google.cloud.spanner.Options.RpcPriority;
@@ -28,6 +30,7 @@
 import org.apache.beam.sdk.options.ValueProvider;
 import org.apache.beam.sdk.transforms.display.DisplayData;
 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.ImmutableSet;
 import org.checkerframework.checker.nullness.qual.Nullable;
 import org.joda.time.Duration;
 
@@ -56,10 +59,18 @@ public abstract class SpannerConfig implements Serializable {
 
   public abstract @Nullable ValueProvider<String> getEmulatorHost();
 
+  public abstract @Nullable ValueProvider<Boolean> getIsLocalChannelProvider();
+
   public abstract @Nullable ValueProvider<Duration> getCommitDeadline();
 
   public abstract @Nullable ValueProvider<Duration> getMaxCumulativeBackoff();
 
+  public abstract @Nullable RetrySettings getExecuteStreamingSqlRetrySettings();
+
+  public abstract @Nullable RetrySettings getCommitRetrySettings();
+
+  public abstract @Nullable ImmutableSet<Code> getRetryableCodes();
+
   public abstract @Nullable ValueProvider<RpcPriority> getRpcPriority();
 
   @VisibleForTesting
@@ -117,10 +128,19 @@ public abstract static class Builder {
 
     abstract Builder setEmulatorHost(ValueProvider<String> emulatorHost);
 
+    abstract Builder setIsLocalChannelProvider(ValueProvider<Boolean> isLocalChannelProvider);
+
     abstract Builder setCommitDeadline(ValueProvider<Duration> commitDeadline);
 
     abstract Builder setMaxCumulativeBackoff(ValueProvider<Duration> maxCumulativeBackoff);
 
+    abstract Builder setExecuteStreamingSqlRetrySettings(
+        RetrySettings executeStreamingSqlRetrySettings);
+
+    abstract Builder setCommitRetrySettings(RetrySettings commitRetrySettings);
+
+    abstract Builder setRetryableCodes(ImmutableSet<Code> retryableCodes);
+
     abstract Builder setServiceFactory(ServiceFactory<Spanner, SpannerOptions> serviceFactory);
 
     abstract Builder setRpcPriority(ValueProvider<RpcPriority> rpcPriority);
@@ -160,6 +180,10 @@ public SpannerConfig withEmulatorHost(ValueProvider<String> emulatorHost) {
     return toBuilder().setEmulatorHost(emulatorHost).build();
   }
 
+  public SpannerConfig withIsLocalChannelProvider(ValueProvider<Boolean> isLocalChannelProvider) {
+    return toBuilder().setIsLocalChannelProvider(isLocalChannelProvider).build();
+  }
+
   public SpannerConfig withCommitDeadline(Duration commitDeadline) {
     return withCommitDeadline(ValueProvider.StaticValueProvider.of(commitDeadline));
   }
@@ -176,6 +200,21 @@ public SpannerConfig withMaxCumulativeBackoff(ValueProvider<Duration> maxCumulat
     return toBuilder().setMaxCumulativeBackoff(maxCumulativeBackoff).build();
   }
 
+  public SpannerConfig withExecuteStreamingSqlRetrySettings(
+      RetrySettings executeStreamingSqlRetrySettings) {
+    return toBuilder()
+        .setExecuteStreamingSqlRetrySettings(executeStreamingSqlRetrySettings)
+        .build();
+  }
+
+  public SpannerConfig withCommitRetrySettings(RetrySettings commitRetrySettings) {
+    return toBuilder().setCommitRetrySettings(commitRetrySettings).build();
+  }
+
+  public SpannerConfig withRetryableCodes(ImmutableSet<Code> retryableCodes) {
+    return toBuilder().setRetryableCodes(retryableCodes).build();
+  }
+
   @VisibleForTesting
   SpannerConfig withServiceFactory(ServiceFactory<Spanner, SpannerOptions> serviceFactory) {
     return toBuilder().setServiceFactory(serviceFactory).build();
diff --git a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIO.java b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIO.java
index 9fd929d097132..863d88ab54e68 100644
--- a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIO.java
+++ b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIO.java
@@ -23,6 +23,8 @@
 import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument;
 import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkNotNull;
 
+import com.google.api.gax.retrying.RetrySettings;
+import com.google.api.gax.rpc.StatusCode.Code;
 import com.google.auto.value.AutoValue;
 import com.google.cloud.ServiceFactory;
 import com.google.cloud.Timestamp;
@@ -79,6 +81,7 @@
 import org.apache.beam.sdk.metrics.Distribution;
 import org.apache.beam.sdk.metrics.Metrics;
 import org.apache.beam.sdk.options.ValueProvider;
+import org.apache.beam.sdk.options.ValueProvider.StaticValueProvider;
 import org.apache.beam.sdk.schemas.Schema;
 import org.apache.beam.sdk.transforms.Create;
 import org.apache.beam.sdk.transforms.DoFn;
@@ -115,6 +118,7 @@
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.MoreObjects;
 import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Stopwatch;
 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.collect.ImmutableSet;
 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.primitives.UnsignedBytes;
 import org.checkerframework.checker.nullness.qual.Nullable;
@@ -1349,6 +1353,8 @@ public abstract static class ReadChangeStream
 
     abstract @Nullable String getMetadataDatabase();
 
+    abstract @Nullable String getMetadataTable();
+
     abstract Timestamp getInclusiveStartAt();
 
     abstract @Nullable Timestamp getInclusiveEndAt();
@@ -1370,6 +1376,8 @@ abstract static class Builder {
 
       abstract Builder setMetadataDatabase(String metadataDatabase);
 
+      abstract Builder setMetadataTable(String metadataTable);
+
       abstract Builder setInclusiveStartAt(Timestamp inclusiveStartAt);
 
       abstract Builder setInclusiveEndAt(Timestamp inclusiveEndAt);
@@ -1434,6 +1442,10 @@ public ReadChangeStream withMetadataDatabase(String metadataDatabase) {
       return toBuilder().setMetadataDatabase(metadataDatabase).build();
     }
 
+    public ReadChangeStream withMetadataTable(String metadataTable) {
+      return toBuilder().setMetadataTable(metadataTable).build();
+    }
+
     /** Specifies the time that the change stream should be read from. */
     public ReadChangeStream withInclusiveStartAt(Timestamp timestamp) {
       return toBuilder().setInclusiveStartAt(timestamp).build();
@@ -1497,7 +1509,8 @@ && getInclusiveStartAt().toSqlTimestamp().after(getInclusiveEndAt().toSqlTimesta
       final String partitionMetadataDatabaseId =
           MoreObjects.firstNonNull(getMetadataDatabase(), changeStreamDatabaseId.getDatabase());
       final String partitionMetadataTableName =
-          generatePartitionMetadataTableName(partitionMetadataDatabaseId);
+          MoreObjects.firstNonNull(
+              getMetadataTable(), generatePartitionMetadataTableName(partitionMetadataDatabaseId));
 
       if (getTraceSampleProbability() != null) {
         TraceConfig globalTraceConfig = Tracing.getTraceConfig();
@@ -1511,16 +1524,36 @@ && getInclusiveStartAt().toSqlTimestamp().after(getInclusiveEndAt().toSqlTimesta
               .spanBuilder("SpannerIO.ReadChangeStream.expand")
               .setRecordEvents(true)
               .startScopedSpan()) {
-        final SpannerConfig changeStreamSpannerConfig = getSpannerConfig();
+        SpannerConfig changeStreamSpannerConfig = getSpannerConfig();
+        // Set default retryable errors for ReadChangeStream
+        if (changeStreamSpannerConfig.getRetryableCodes() == null) {
+          ImmutableSet<Code> defaultRetryableCodes =
+              ImmutableSet.of(Code.UNAVAILABLE, Code.ABORTED);
+          changeStreamSpannerConfig =
+              changeStreamSpannerConfig
+                  .toBuilder()
+                  .setRetryableCodes(defaultRetryableCodes)
+                  .build();
+        }
+        // Set default retry timeouts for ReadChangeStream
+        if (changeStreamSpannerConfig.getExecuteStreamingSqlRetrySettings() == null) {
+          changeStreamSpannerConfig =
+              changeStreamSpannerConfig
+                  .toBuilder()
+                  .setExecuteStreamingSqlRetrySettings(
+                      RetrySettings.newBuilder()
+                          .setTotalTimeout(org.threeten.bp.Duration.ofMinutes(5))
+                          .setInitialRpcTimeout(org.threeten.bp.Duration.ofMinutes(1))
+                          .setMaxRpcTimeout(org.threeten.bp.Duration.ofMinutes(1))
+                          .build())
+                  .build();
+        }
         final SpannerConfig partitionMetadataSpannerConfig =
-            SpannerConfig.create()
-                .withProjectId(changeStreamSpannerConfig.getProjectId())
-                .withHost(changeStreamSpannerConfig.getHost())
-                .withInstanceId(partitionMetadataInstanceId)
-                .withDatabaseId(partitionMetadataDatabaseId)
-                .withCommitDeadline(changeStreamSpannerConfig.getCommitDeadline())
-                .withEmulatorHost(changeStreamSpannerConfig.getEmulatorHost())
-                .withMaxCumulativeBackoff(changeStreamSpannerConfig.getMaxCumulativeBackoff());
+            changeStreamSpannerConfig
+                .toBuilder()
+                .setInstanceId(StaticValueProvider.of(partitionMetadataInstanceId))
+                .setDatabaseId(StaticValueProvider.of(partitionMetadataDatabaseId))
+                .build();
         final String changeStreamName = getChangeStreamName();
         // FIXME: The backend only supports microsecond granularity. Remove when fixed.
         final Timestamp startTimestamp = TimestampConverter.truncateNanos(getInclusiveStartAt());
diff --git a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/SpannerChangeStreamErrorTest.java b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/SpannerChangeStreamErrorTest.java
new file mode 100644
index 0000000000000..34d7cd4a91a7d
--- /dev/null
+++ b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/SpannerChangeStreamErrorTest.java
@@ -0,0 +1,497 @@
+/*
+ * 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.spanner.changestreams;
+
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_CREATED_AT;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_END_TIMESTAMP;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_FINISHED_AT;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_HEARTBEAT_MILLIS;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_PARENT_TOKENS;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_PARTITION_TOKEN;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_RUNNING_AT;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_SCHEDULED_AT;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_START_TIMESTAMP;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_STATE;
+import static org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.PartitionMetadataAdminDao.COLUMN_WATERMARK;
+import static org.hamcrest.MatcherAssert.assertThat;
+
+import com.google.api.gax.grpc.testing.MockServiceHelper;
+import com.google.api.gax.retrying.RetrySettings;
+import com.google.cloud.Timestamp;
+import com.google.cloud.spanner.ErrorCode;
+import com.google.cloud.spanner.MockSpannerServiceImpl;
+import com.google.cloud.spanner.MockSpannerServiceImpl.SimulatedExecutionTime;
+import com.google.cloud.spanner.MockSpannerServiceImpl.StatementResult;
+import com.google.cloud.spanner.Statement;
+import com.google.protobuf.ListValue;
+import com.google.protobuf.NullValue;
+import com.google.protobuf.Value;
+import com.google.spanner.v1.ExecuteSqlRequest;
+import com.google.spanner.v1.ResultSet;
+import com.google.spanner.v1.ResultSetMetadata;
+import com.google.spanner.v1.StructType;
+import com.google.spanner.v1.StructType.Field;
+import com.google.spanner.v1.Type;
+import com.google.spanner.v1.TypeCode;
+import io.grpc.Status;
+import java.io.Serializable;
+import java.util.Collections;
+import org.apache.beam.sdk.Pipeline.PipelineExecutionException;
+import org.apache.beam.sdk.io.gcp.spanner.SpannerConfig;
+import org.apache.beam.sdk.io.gcp.spanner.SpannerIO;
+import org.apache.beam.sdk.io.gcp.spanner.changestreams.dao.DaoFactory;
+import org.apache.beam.sdk.io.gcp.spanner.changestreams.model.PartitionMetadata.State;
+import org.apache.beam.sdk.options.ValueProvider.StaticValueProvider;
+import org.apache.beam.sdk.testing.TestPipeline;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableSet;
+import org.hamcrest.Matchers;
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.rules.ExpectedException;
+import org.junit.runner.RunWith;
+import org.junit.runners.JUnit4;
+
+@RunWith(JUnit4.class)
+public class SpannerChangeStreamErrorTest implements Serializable {
+
+  public static final String SPANNER_HOST = "my-host";
+  private static final String TEST_PROJECT = "my-project";
+  private static final String TEST_INSTANCE = "my-instance";
+  private static final String TEST_DATABASE = "my-database";
+  private static final String TEST_TABLE = "my-metadata-table";
+  private static final String TEST_CHANGE_STREAM = "my-change-stream";
+
+  @Rule
+  public final transient TestPipeline pipeline =
+      TestPipeline.create().enableAbandonedNodeEnforcement(false);
+
+  @Rule public final transient ExpectedException thrown = ExpectedException.none();
+
+  private MockSpannerServiceImpl mockSpannerService;
+  private MockServiceHelper serviceHelper;
+
+  @Before
+  public void setUp() throws Exception {
+    mockSpannerService = new MockSpannerServiceImpl();
+    serviceHelper =
+        new MockServiceHelper(SPANNER_HOST, Collections.singletonList(mockSpannerService));
+    serviceHelper.start();
+    serviceHelper.reset();
+  }
+
+  @After
+  public void tearDown() throws NoSuchFieldException, IllegalAccessException {
+    serviceHelper.reset();
+    serviceHelper.stop();
+    mockSpannerService.reset();
+    resetDaoFactoryFields();
+  }
+
+  @Test
+  public void testResourceExhaustedDoesNotRetry() {
+    mockSpannerService.setExecuteStreamingSqlExecutionTime(
+        SimulatedExecutionTime.ofStickyException(Status.RESOURCE_EXHAUSTED.asRuntimeException()));
+
+    final Timestamp now = Timestamp.now();
+    final Timestamp after3Seconds =
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds() + 3, now.getNanos());
+    try {
+      pipeline.apply(
+          SpannerIO.readChangeStream()
+              .withSpannerConfig(getSpannerConfig())
+              .withChangeStreamName(TEST_CHANGE_STREAM)
+              .withMetadataDatabase(TEST_DATABASE)
+              .withInclusiveStartAt(now)
+              .withInclusiveEndAt(after3Seconds));
+      pipeline.run().waitUntilFinish();
+    } finally {
+      thrown.expect(PipelineExecutionException.class);
+      thrown.expectMessage(ErrorCode.RESOURCE_EXHAUSTED.name());
+    }
+  }
+
+  @Test
+  public void testUnavailableExceptionRetries() {
+    mockSpannerService.setExecuteStreamingSqlExecutionTime(
+        SimulatedExecutionTime.ofExceptions(
+            ImmutableSet.of(
+                Status.UNAVAILABLE.asRuntimeException(),
+                Status.RESOURCE_EXHAUSTED.asRuntimeException())));
+
+    final Timestamp now = Timestamp.now();
+    final Timestamp after3Seconds =
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds() + 3, now.getNanos());
+    try {
+      pipeline.apply(
+          SpannerIO.readChangeStream()
+              .withSpannerConfig(getSpannerConfig())
+              .withChangeStreamName(TEST_CHANGE_STREAM)
+              .withMetadataDatabase(TEST_DATABASE)
+              .withInclusiveStartAt(now)
+              .withInclusiveEndAt(after3Seconds));
+      pipeline.run().waitUntilFinish();
+    } finally {
+      assertThat(
+          mockSpannerService.countRequestsOfType(ExecuteSqlRequest.class), Matchers.greaterThan(1));
+      thrown.expect(PipelineExecutionException.class);
+      thrown.expectMessage(ErrorCode.RESOURCE_EXHAUSTED.name());
+    }
+  }
+
+  @Test
+  public void testAbortedExceptionRetries() {
+    mockSpannerService.setExecuteStreamingSqlExecutionTime(
+        SimulatedExecutionTime.ofStickyException(Status.ABORTED.asRuntimeException()));
+
+    final Timestamp now = Timestamp.now();
+    final Timestamp after3Seconds =
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds() + 3, now.getNanos());
+    try {
+      pipeline.apply(
+          SpannerIO.readChangeStream()
+              .withSpannerConfig(getSpannerConfig())
+              .withChangeStreamName(TEST_CHANGE_STREAM)
+              .withMetadataDatabase(TEST_DATABASE)
+              .withInclusiveStartAt(now)
+              .withInclusiveEndAt(after3Seconds));
+      pipeline.run().waitUntilFinish();
+    } finally {
+      assertThat(
+          mockSpannerService.countRequestsOfType(ExecuteSqlRequest.class), Matchers.greaterThan(1));
+      thrown.expect(PipelineExecutionException.class);
+      thrown.expectMessage(ErrorCode.ABORTED.name());
+    }
+  }
+
+  @Test
+  public void testUnknownExceptionDoesNotRetry() {
+    mockSpannerService.setExecuteStreamingSqlExecutionTime(
+        SimulatedExecutionTime.ofStickyException(Status.UNKNOWN.asRuntimeException()));
+
+    final Timestamp now = Timestamp.now();
+    final Timestamp after3Seconds =
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds() + 3, now.getNanos());
+    try {
+      pipeline.apply(
+          SpannerIO.readChangeStream()
+              .withSpannerConfig(getSpannerConfig())
+              .withChangeStreamName(TEST_CHANGE_STREAM)
+              .withMetadataDatabase(TEST_DATABASE)
+              .withInclusiveStartAt(now)
+              .withInclusiveEndAt(after3Seconds));
+      pipeline.run().waitUntilFinish();
+    } finally {
+      assertThat(
+          mockSpannerService.countRequestsOfType(ExecuteSqlRequest.class), Matchers.equalTo(1));
+      thrown.expect(PipelineExecutionException.class);
+      thrown.expectMessage(ErrorCode.UNKNOWN.name());
+    }
+  }
+
+  @Test
+  public void testInvalidRecordReceived() {
+    final Timestamp now = Timestamp.now();
+    final Timestamp after3Seconds =
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds() + 3, now.getNanos());
+
+    mockTableExists();
+    ResultSet getPartitionResultSet = mockGetParentPartition(now, after3Seconds);
+    mockGetWatermark(now);
+    mockGetPartitionsAfter(
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds(), now.getNanos() + 1000),
+        getPartitionResultSet);
+    mockGetPartitionsAfter(
+        Timestamp.ofTimeSecondsAndNanos(now.getSeconds(), now.getNanos() - 1000),
+        getPartitionResultSet);
+    mockInvalidChangeStreamRecordReceived(now, after3Seconds);
+
+    try {
+      pipeline.apply(
+          SpannerIO.readChangeStream()
+              .withSpannerConfig(getSpannerConfig())
+              .withChangeStreamName(TEST_CHANGE_STREAM)
+              .withMetadataDatabase(TEST_DATABASE)
+              .withMetadataTable(TEST_TABLE)
+              .withInclusiveStartAt(now)
+              .withInclusiveEndAt(after3Seconds));
+      pipeline.run().waitUntilFinish();
+    } finally {
+      thrown.expect(PipelineExecutionException.class);
+      thrown.expectMessage("Field not found");
+    }
+  }
+
+  private void mockInvalidChangeStreamRecordReceived(Timestamp now, Timestamp after3Seconds) {
+    Statement changeStreamQueryStatement =
+        Statement.newBuilder(
+                "SELECT * FROM READ_my-change-stream(   start_timestamp => @startTimestamp,   end_timestamp => @endTimestamp,   partition_token => @partitionToken,   read_options => null,   heartbeat_milliseconds => @heartbeatMillis)")
+            .bind("startTimestamp")
+            .to(now)
+            .bind("endTimestamp")
+            .to(after3Seconds)
+            .bind("partitionToken")
+            .to((String) null)
+            .bind("heartbeatMillis")
+            .to(500)
+            .build();
+    ResultSetMetadata readChangeStreamResultSetMetadata =
+        ResultSetMetadata.newBuilder()
+            .setRowType(
+                StructType.newBuilder()
+                    .addFields(
+                        Field.newBuilder()
+                            .setName("COL1")
+                            .setType(
+                                Type.newBuilder()
+                                    .setCode(TypeCode.ARRAY)
+                                    .setArrayElementType(
+                                        Type.newBuilder()
+                                            .setCode(TypeCode.STRUCT)
+                                            .setStructType(
+                                                StructType.newBuilder()
+                                                    .addFields(
+                                                        Field.newBuilder()
+                                                            .setName("field_name")
+                                                            .setType(
+                                                                Type.newBuilder()
+                                                                    .setCode(TypeCode.STRUCT)
+                                                                    .setStructType(
+                                                                        StructType.newBuilder()
+                                                                            .addFields(
+                                                                                Field.newBuilder()
+                                                                                    .setType(
+                                                                                        Type
+                                                                                            .newBuilder()
+                                                                                            .setCode(
+                                                                                                TypeCode
+                                                                                                    .STRING)))))))))))
+            .build();
+    ResultSet readChangeStreamResultSet =
+        ResultSet.newBuilder()
+            .addRows(
+                ListValue.newBuilder()
+                    .addValues(
+                        Value.newBuilder()
+                            .setListValue(
+                                ListValue.newBuilder()
+                                    .addValues(
+                                        Value.newBuilder()
+                                            .setListValue(
+                                                ListValue.newBuilder()
+                                                    .addValues(
+                                                        Value.newBuilder()
+                                                            .setListValue(
+                                                                ListValue.newBuilder()
+                                                                    .addValues(
+                                                                        Value.newBuilder()
+                                                                            .setStringValue(
+                                                                                "bad_value")))))))))
+            .setMetadata(readChangeStreamResultSetMetadata)
+            .build();
+    mockSpannerService.putStatementResult(
+        StatementResult.query(changeStreamQueryStatement, readChangeStreamResultSet));
+  }
+
+  private void mockGetPartitionsAfter(Timestamp timestamp, ResultSet getPartitionResultSet) {
+    Statement getPartitionsAfterStatement =
+        Statement.newBuilder(
+                "SELECT * FROM my-metadata-table WHERE CreatedAt > @timestamp ORDER BY CreatedAt ASC, StartTimestamp ASC")
+            .bind("timestamp")
+            .to(Timestamp.ofTimeSecondsAndNanos(timestamp.getSeconds(), timestamp.getNanos()))
+            .build();
+    mockSpannerService.putStatementResult(
+        StatementResult.query(getPartitionsAfterStatement, getPartitionResultSet));
+  }
+
+  private void mockGetWatermark(Timestamp now) {
+    Statement watermarkStatement =
+        Statement.newBuilder(
+                "SELECT Watermark FROM my-metadata-table WHERE State != @state ORDER BY Watermark ASC LIMIT 1")
+            .bind("state")
+            .to(State.FINISHED.name())
+            .build();
+    ResultSetMetadata watermarkResultSetMetadata =
+        ResultSetMetadata.newBuilder()
+            .setRowType(
+                StructType.newBuilder()
+                    .addFields(
+                        Field.newBuilder()
+                            .setName("Watermark")
+                            .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP).build())
+                            .build())
+                    .build())
+            .build();
+    ResultSet watermarkResultSet =
+        ResultSet.newBuilder()
+            .addRows(
+                ListValue.newBuilder()
+                    .addValues(Value.newBuilder().setStringValue(now.toString()).build())
+                    .build())
+            .setMetadata(watermarkResultSetMetadata)
+            .build();
+    mockSpannerService.putStatementResult(
+        StatementResult.query(watermarkStatement, watermarkResultSet));
+  }
+
+  private ResultSet mockGetParentPartition(Timestamp now, Timestamp after3Seconds) {
+    Statement getPartitionStatement =
+        Statement.newBuilder("SELECT * FROM my-metadata-table WHERE PartitionToken = @partition")
+            .bind("partition")
+            .to("Parent0")
+            .build();
+    ResultSet getPartitionResultSet =
+        ResultSet.newBuilder()
+            .addRows(
+                ListValue.newBuilder()
+                    .addValues(Value.newBuilder().setStringValue("Parent0"))
+                    .addValues(Value.newBuilder().setListValue(ListValue.newBuilder().build()))
+                    .addValues(Value.newBuilder().setStringValue(now.toString()))
+                    .addValues(Value.newBuilder().setStringValue(after3Seconds.toString()))
+                    .addValues(Value.newBuilder().setStringValue("500"))
+                    .addValues(Value.newBuilder().setStringValue(State.CREATED.name()))
+                    .addValues(Value.newBuilder().setStringValue(now.toString()))
+                    .addValues(Value.newBuilder().setStringValue(now.toString()))
+                    .addValues(Value.newBuilder().setNullValue(NullValue.NULL_VALUE).build())
+                    .addValues(Value.newBuilder().setNullValue(NullValue.NULL_VALUE).build())
+                    .addValues(Value.newBuilder().setNullValue(NullValue.NULL_VALUE).build())
+                    .build())
+            .setMetadata(PARTITION_METADATA_RESULT_SET_METADATA)
+            .build();
+    mockSpannerService.putStatementResult(
+        StatementResult.query(getPartitionStatement, getPartitionResultSet));
+    return getPartitionResultSet;
+  }
+
+  private void mockTableExists() {
+    Statement tableExistsStatement =
+        Statement.of(
+            "SELECT t.table_name FROM information_schema.tables AS t WHERE t.table_catalog = '' AND t.table_schema = '' AND t.table_name = 'my-metadata-table'");
+    ResultSetMetadata tableExistsResultSetMetadata =
+        ResultSetMetadata.newBuilder()
+            .setRowType(
+                StructType.newBuilder()
+                    .addFields(
+                        Field.newBuilder()
+                            .setName("table_name")
+                            .setType(Type.newBuilder().setCode(TypeCode.STRING).build())
+                            .build())
+                    .build())
+            .build();
+    ResultSet tableExistsResultSet =
+        ResultSet.newBuilder()
+            .addRows(
+                ListValue.newBuilder()
+                    .addValues(Value.newBuilder().setStringValue(TEST_TABLE).build())
+                    .build())
+            .setMetadata(tableExistsResultSetMetadata)
+            .build();
+    mockSpannerService.putStatementResult(
+        StatementResult.query(tableExistsStatement, tableExistsResultSet));
+  }
+
+  private SpannerConfig getSpannerConfig() {
+    RetrySettings quickRetrySettings =
+        RetrySettings.newBuilder()
+            .setInitialRetryDelay(org.threeten.bp.Duration.ofMillis(250))
+            .setMaxRetryDelay(org.threeten.bp.Duration.ofSeconds(1))
+            .setRetryDelayMultiplier(5)
+            .setTotalTimeout(org.threeten.bp.Duration.ofSeconds(1))
+            .build();
+    return SpannerConfig.create()
+        .withEmulatorHost(StaticValueProvider.of(SPANNER_HOST))
+        .withIsLocalChannelProvider(StaticValueProvider.of(true))
+        .withCommitRetrySettings(quickRetrySettings)
+        .withExecuteStreamingSqlRetrySettings(quickRetrySettings)
+        .withProjectId(TEST_PROJECT)
+        .withInstanceId(TEST_INSTANCE)
+        .withDatabaseId(TEST_DATABASE);
+  }
+
+  private static void resetDaoFactoryFields() throws NoSuchFieldException, IllegalAccessException {
+    java.lang.reflect.Field partitionMetadataAdminDaoField =
+        DaoFactory.class.getDeclaredField("partitionMetadataAdminDao");
+    partitionMetadataAdminDaoField.setAccessible(true);
+    partitionMetadataAdminDaoField.set(null, null);
+    java.lang.reflect.Field partitionMetadataDaoInstanceField =
+        DaoFactory.class.getDeclaredField("partitionMetadataDaoInstance");
+    partitionMetadataDaoInstanceField.setAccessible(true);
+    partitionMetadataDaoInstanceField.set(null, null);
+    java.lang.reflect.Field changeStreamDaoInstanceField =
+        DaoFactory.class.getDeclaredField("changeStreamDaoInstance");
+    changeStreamDaoInstanceField.setAccessible(true);
+    changeStreamDaoInstanceField.set(null, null);
+  }
+
+  private static final ResultSetMetadata PARTITION_METADATA_RESULT_SET_METADATA =
+      ResultSetMetadata.newBuilder()
+          .setRowType(
+              StructType.newBuilder()
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_PARTITION_TOKEN)
+                          .setType(Type.newBuilder().setCode(TypeCode.STRING))
+                          .build())
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_PARENT_TOKENS)
+                          .setType(
+                              Type.newBuilder()
+                                  .setCode(TypeCode.ARRAY)
+                                  .setArrayElementType(Type.newBuilder().setCode(TypeCode.STRING)))
+                          .build())
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_START_TIMESTAMP)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_END_TIMESTAMP)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_HEARTBEAT_MILLIS)
+                          .setType(Type.newBuilder().setCode(TypeCode.INT64)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_STATE)
+                          .setType(Type.newBuilder().setCode(TypeCode.STRING)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_WATERMARK)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_CREATED_AT)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_SCHEDULED_AT)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_RUNNING_AT)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .addFields(
+                      Field.newBuilder()
+                          .setName(COLUMN_FINISHED_AT)
+                          .setType(Type.newBuilder().setCode(TypeCode.TIMESTAMP)))
+                  .build())
+          .build();
+}

From 63c8e5bcbae018e50f033b9220a81af3fc08cedc Mon Sep 17 00:00:00 2001
From: Miguel Hernandez <rogelio.hernandez@wizeline.com>
Date: Fri, 25 Feb 2022 08:53:00 -0600
Subject: [PATCH 36/61] [BEAM-12777] Removed current docs version redirect

---
 website/www/site/static/.htaccess | 2 --
 1 file changed, 2 deletions(-)

diff --git a/website/www/site/static/.htaccess b/website/www/site/static/.htaccess
index 45c44bcf57ff6..a2ef056a262cb 100644
--- a/website/www/site/static/.htaccess
+++ b/website/www/site/static/.htaccess
@@ -20,7 +20,5 @@ RewriteRule ^(.*)$ https://beam.apache.org/$1 [L,R=301]
 # path /documentation/sdks/(javadoc|pydoc)/..
 # The following redirect maintains the previously supported URLs.
 RedirectMatch permanent "/documentation/sdks/(javadoc|pydoc)(.*)" "https://beam.apache.org/releases/$1$2"
-# Keep this updated to point to the current release.
-RedirectMatch "/releases/([^/]+)/current(.*)" "https://beam.apache.org/releases/$1/2.36.0$2"
 
 RedirectMatch "/contribute/design-documents" "https://cwiki.apache.org/confluence/display/BEAM/Design+Documents"

From c75807ca3de6f18f3594162713e28fbdadbe7716 Mon Sep 17 00:00:00 2001
From: scwhittle <scwhittle@users.noreply.github.com>
Date: Fri, 25 Feb 2022 18:35:05 +0100
Subject: [PATCH 37/61] Memoize some objects for timer processing to reduce
 overhead. (#16207)

---
 .../core/metrics/SimpleStateRegistry.java     | 17 ++++---
 .../beam/fn/harness/FnApiDoFnRunner.java      | 46 +++++++------------
 .../state/FnApiTimerBundleTracker.java        |  4 ++
 .../control/ProcessBundleHandlerTest.java     |  1 +
 4 files changed, 33 insertions(+), 35 deletions(-)

diff --git a/runners/core-java/src/main/java/org/apache/beam/runners/core/metrics/SimpleStateRegistry.java b/runners/core-java/src/main/java/org/apache/beam/runners/core/metrics/SimpleStateRegistry.java
index a9cb6441c3ad0..94744d0cf74a8 100644
--- a/runners/core-java/src/main/java/org/apache/beam/runners/core/metrics/SimpleStateRegistry.java
+++ b/runners/core-java/src/main/java/org/apache/beam/runners/core/metrics/SimpleStateRegistry.java
@@ -21,6 +21,7 @@
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import javax.annotation.Nullable;
 import org.apache.beam.model.pipeline.v1.MetricsApi.MonitoringInfo;
 import org.apache.beam.vendor.grpc.v1p43p2.com.google.protobuf.ByteString;
 
@@ -64,12 +65,16 @@ public Map<String, ByteString> getExecutionTimeMonitoringData(ShortIdMap shortId
     for (SimpleExecutionState state : executionStates) {
       if (state.getTotalMillis() != 0) {
         String shortId = state.getTotalMillisShortId(shortIds);
-        if (result.containsKey(shortId)) {
-          // This can happen due to flatten unzipping.
-          result.put(shortId, state.mergeTotalMillisPayload(result.get(shortId)));
-        } else {
-          result.put(shortId, state.getTotalMillisPayload());
-        }
+        result.compute(
+            shortId,
+            (String k, @Nullable ByteString existing) -> {
+              if (existing != null) {
+                // This can happen due to flatten unzipping.
+                return state.mergeTotalMillisPayload(existing);
+              } else {
+                return state.getTotalMillisPayload();
+              }
+            });
       }
     }
     return result;
diff --git a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java
index 7a20afbd151e8..89c05b8f9f238 100644
--- a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java
+++ b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java
@@ -180,6 +180,7 @@ static class Factory<InputT, RestrictionT, PositionT, WatermarkEstimatorStateT,
               context.getWindowingStrategies(),
               context::addStartBundleFunction,
               context::addFinishBundleFunction,
+              context::addResetFunction,
               context::addTearDownFunction,
               context::getPCollectionConsumer,
               (pCollectionId, consumer, valueCoder) ->
@@ -242,6 +243,7 @@ static class Factory<InputT, RestrictionT, PositionT, WatermarkEstimatorStateT,
   private final OnTimerContext<?> onTimerContext;
   private final OnWindowExpirationContext<?> onWindowExpirationContext;
   private final FinishBundleArgumentProvider finishBundleArgumentProvider;
+  private final Duration allowedLateness;
 
   /**
    * Used to guarantee a consistent view of this {@link FnApiDoFnRunner} while setting up for {@link
@@ -344,6 +346,7 @@ private interface TriFunction<FirstT, SecondT, ThirdT> {
       Map<String, RunnerApi.WindowingStrategy> windowingStrategies,
       Consumer<ThrowingRunnable> addStartFunction,
       Consumer<ThrowingRunnable> addFinishFunction,
+      Consumer<ThrowingRunnable> addResetFunction,
       Consumer<ThrowingRunnable> addTearDownFunction,
       Function<String, FnDataReceiver<WindowedValue<?>>> getPCollectionConsumer,
       TriFunction<String, FnDataReceiver<WindowedValue<?>>, Coder<?>> addPCollectionConsumer,
@@ -457,6 +460,13 @@ private interface TriFunction<FirstT, SecondT, ThirdT> {
       }
       timerFamilyInfos = timerFamilyInfosBuilder.build();
 
+      this.mainInputId = ParDoTranslation.getMainInputName(pTransform);
+      this.allowedLateness =
+          rehydratedComponents
+              .getPCollection(pTransform.getInputsOrThrow(mainInputId))
+              .getWindowingStrategy()
+              .getAllowedLateness();
+
     } catch (IOException exn) {
       throw new IllegalArgumentException("Malformed ParDoPayload", exn);
     }
@@ -473,12 +483,11 @@ private interface TriFunction<FirstT, SecondT, ThirdT> {
     this.bundleFinalizer = bundleFinalizer;
     this.onTimerContext = new OnTimerContext();
     this.onWindowExpirationContext = new OnWindowExpirationContext<>();
+    this.timerBundleTracker =
+        new FnApiTimerBundleTracker(
+            keyCoder, windowCoder, this::getCurrentKey, () -> currentWindow);
+    addResetFunction.accept(timerBundleTracker::reset);
 
-    try {
-      this.mainInputId = ParDoTranslation.getMainInputName(pTransform);
-    } catch (IOException e) {
-      throw new RuntimeException(e);
-    }
     this.mainOutputConsumers =
         (Collection<FnDataReceiver<WindowedValue<OutputT>>>)
             (Collection) localNameToConsumer.get(mainOutputTag.getId());
@@ -756,9 +765,6 @@ private Object getCurrentKey() {
   }
 
   private void startBundle() {
-    timerBundleTracker =
-        new FnApiTimerBundleTracker(
-            keyCoder, windowCoder, this::getCurrentKey, () -> currentWindow);
     doFnInvoker.invokeStartBundle(startBundleArgumentProvider);
   }
 
@@ -1694,14 +1700,9 @@ private <K> void processTimer(
           // The timerIdOrTimerFamilyId contains either a timerId from timer declaration or
           // timerFamilyId
           // from timer family declaration.
-          String timerId =
-              timerIdOrTimerFamilyId.startsWith(TimerFamilyDeclaration.PREFIX)
-                  ? ""
-                  : timerIdOrTimerFamilyId;
-          String timerFamilyId =
-              timerIdOrTimerFamilyId.startsWith(TimerFamilyDeclaration.PREFIX)
-                  ? timerIdOrTimerFamilyId
-                  : "";
+          boolean isFamily = timerIdOrTimerFamilyId.startsWith(TimerFamilyDeclaration.PREFIX);
+          String timerId = isFamily ? "" : timerIdOrTimerFamilyId;
+          String timerFamilyId = isFamily ? timerIdOrTimerFamilyId : "";
           processTimerDirect(timerFamilyId, timerId, timeDomain, timer);
         }
       }
@@ -1778,7 +1779,6 @@ private class FnApiTimer<K> implements org.apache.beam.sdk.state.Timer {
     private final K userKey;
     private final String dynamicTimerTag;
     private final TimeDomain timeDomain;
-    private final Duration allowedLateness;
     private final Instant fireTimestamp;
     private final Instant elementTimestampOrTimerHoldTimestamp;
     private final BoundedWindow boundedWindow;
@@ -1817,18 +1817,6 @@ private class FnApiTimer<K> implements org.apache.beam.sdk.state.Timer {
           throw new IllegalArgumentException(
               String.format("Unknown or unsupported time domain %s", timeDomain));
       }
-
-      try {
-        this.allowedLateness =
-            rehydratedComponents
-                .getPCollection(
-                    pTransform.getInputsOrThrow(ParDoTranslation.getMainInputName(pTransform)))
-                .getWindowingStrategy()
-                .getAllowedLateness();
-      } catch (IOException e) {
-        throw new IllegalArgumentException(
-            String.format("Unable to get allowed lateness for timer %s", timerIdOrFamily));
-      }
     }
 
     @Override
diff --git a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/FnApiTimerBundleTracker.java b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/FnApiTimerBundleTracker.java
index f8a1dc3f9a258..39f735d98efe4 100644
--- a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/FnApiTimerBundleTracker.java
+++ b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/FnApiTimerBundleTracker.java
@@ -153,6 +153,10 @@ public FnApiTimerBundleTracker(
             });
   }
 
+  public void reset() {
+    timerModifications.clear();
+  }
+
   public void timerModified(String timerFamilyOrId, TimeDomain timeDomain, Timer<K> timer) {
     ByteString keyString = encodedCurrentKeySupplier.get();
     ByteString windowString = encodedCurrentWindowSupplier.get();
diff --git a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/ProcessBundleHandlerTest.java b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/ProcessBundleHandlerTest.java
index 13b8c24ed74af..9970e802ee340 100644
--- a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/ProcessBundleHandlerTest.java
+++ b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/ProcessBundleHandlerTest.java
@@ -509,6 +509,7 @@ public void testOrderOfSetupTeardownCalls() throws Exception {
                 PCollection.newBuilder()
                     .setWindowingStrategyId("window-strategy")
                     .setCoderId("2L-output-coder")
+                    .setIsBounded(IsBounded.Enum.BOUNDED)
                     .build())
             .putWindowingStrategies(
                 "window-strategy",

From daabeba1e9958dea7a132c96f54754b2706e4601 Mon Sep 17 00:00:00 2001
From: Moritz Mack <mmack@talend.com>
Date: Fri, 25 Feb 2022 18:37:50 +0100
Subject: [PATCH 38/61] [BEAM-13965] Use TypeDeserializer if type information
 is available to support polymorphic types. (#16913)

---
 .../sdk/options/PipelineOptionsFactory.java   | 22 ++++----
 .../options/PipelineOptionsFactoryTest.java   | 50 ++++++++++++++++++-
 2 files changed, 62 insertions(+), 10 deletions(-)

diff --git a/sdks/java/core/src/main/java/org/apache/beam/sdk/options/PipelineOptionsFactory.java b/sdks/java/core/src/main/java/org/apache/beam/sdk/options/PipelineOptionsFactory.java
index 4cb7eb4eac45f..d014f08ac2b8c 100644
--- a/sdks/java/core/src/main/java/org/apache/beam/sdk/options/PipelineOptionsFactory.java
+++ b/sdks/java/core/src/main/java/org/apache/beam/sdk/options/PipelineOptionsFactory.java
@@ -36,11 +36,13 @@
 import com.fasterxml.jackson.databind.annotation.JsonSerialize;
 import com.fasterxml.jackson.databind.deser.DefaultDeserializationContext;
 import com.fasterxml.jackson.databind.deser.impl.MethodProperty;
+import com.fasterxml.jackson.databind.deser.impl.TypeWrappedDeserializer;
 import com.fasterxml.jackson.databind.introspect.AnnotatedMember;
 import com.fasterxml.jackson.databind.introspect.AnnotatedMethod;
 import com.fasterxml.jackson.databind.introspect.AnnotationCollector;
 import com.fasterxml.jackson.databind.introspect.BeanPropertyDefinition;
 import com.fasterxml.jackson.databind.introspect.TypeResolutionContext;
+import com.fasterxml.jackson.databind.jsontype.TypeDeserializer;
 import com.fasterxml.jackson.databind.node.TreeTraversingParser;
 import com.fasterxml.jackson.databind.ser.DefaultSerializerProvider;
 import com.fasterxml.jackson.databind.type.TypeBindings;
@@ -1730,21 +1732,23 @@ private static JsonDeserializer<Object> computeDeserializerForMethod(Method meth
       BeanProperty prop = createBeanProperty(method);
       AnnotatedMember annotatedMethod = prop.getMember();
 
+      DefaultDeserializationContext context = DESERIALIZATION_CONTEXT.get();
       Object maybeDeserializerClass =
-          DESERIALIZATION_CONTEXT
-              .get()
-              .getAnnotationIntrospector()
-              .findDeserializer(annotatedMethod);
+          context.getAnnotationIntrospector().findDeserializer(annotatedMethod);
 
       JsonDeserializer<Object> jsonDeserializer =
-          DESERIALIZATION_CONTEXT
-              .get()
-              .deserializerInstance(annotatedMethod, maybeDeserializerClass);
+          context.deserializerInstance(annotatedMethod, maybeDeserializerClass);
 
       if (jsonDeserializer == null) {
-        jsonDeserializer =
-            DESERIALIZATION_CONTEXT.get().findContextualValueDeserializer(prop.getType(), prop);
+        jsonDeserializer = context.findContextualValueDeserializer(prop.getType(), prop);
       }
+
+      TypeDeserializer typeDeserializer =
+          context.getFactory().findTypeDeserializer(context.getConfig(), prop.getType());
+      if (typeDeserializer != null) {
+        jsonDeserializer = new TypeWrappedDeserializer(typeDeserializer, jsonDeserializer);
+      }
+
       return jsonDeserializer;
     } catch (JsonMappingException e) {
       throw new RuntimeException(e);
diff --git a/sdks/java/core/src/test/java/org/apache/beam/sdk/options/PipelineOptionsFactoryTest.java b/sdks/java/core/src/test/java/org/apache/beam/sdk/options/PipelineOptionsFactoryTest.java
index 94fd3f41faacd..ffdfbc8681a13 100644
--- a/sdks/java/core/src/test/java/org/apache/beam/sdk/options/PipelineOptionsFactoryTest.java
+++ b/sdks/java/core/src/test/java/org/apache/beam/sdk/options/PipelineOptionsFactoryTest.java
@@ -39,6 +39,8 @@
 
 import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.annotation.JsonSubTypes;
+import com.fasterxml.jackson.annotation.JsonTypeInfo;
 import com.fasterxml.jackson.core.JsonGenerator;
 import com.fasterxml.jackson.core.JsonParser;
 import com.fasterxml.jackson.core.JsonProcessingException;
@@ -60,7 +62,6 @@
 import java.util.Collection;
 import java.util.List;
 import java.util.Map;
-import java.util.Objects;
 import java.util.Set;
 import org.apache.beam.model.jobmanagement.v1.JobApi.PipelineOptionDescriptor;
 import org.apache.beam.model.jobmanagement.v1.JobApi.PipelineOptionType;
@@ -1070,6 +1071,53 @@ public void testComplexTypes() {
     assertEquals("value2", options.getObjectValue().get().value2);
   }
 
+  @JsonTypeInfo(use = JsonTypeInfo.Id.NAME)
+  @JsonSubTypes({
+    @JsonSubTypes.Type(value = PolymorphicTypeOne.class, name = "one"),
+    @JsonSubTypes.Type(value = PolymorphicTypeTwo.class, name = "two")
+  })
+  public abstract static class PolymorphicType {
+    String key;
+
+    @JsonProperty("key")
+    public String getKey() {
+      return key;
+    }
+
+    public void setKey(String key) {
+      this.key = key;
+    }
+  }
+
+  public static class PolymorphicTypeOne extends PolymorphicType {}
+
+  public static class PolymorphicTypeTwo extends PolymorphicType {}
+
+  public interface PolymorphicTypes extends PipelineOptions {
+    PolymorphicType getObject();
+
+    void setObject(PolymorphicType value);
+
+    ValueProvider<PolymorphicType> getObjectValue();
+
+    void setObjectValue(ValueProvider<PolymorphicType> value);
+  }
+
+  @Test
+  public void testPolymorphicType() {
+    String[] args =
+        new String[] {
+          "--object={\"key\":\"value\",\"@type\":\"one\"}",
+          "--objectValue={\"key\":\"value\",\"@type\":\"two\"}"
+        };
+    PolymorphicTypes options = PipelineOptionsFactory.fromArgs(args).as(PolymorphicTypes.class);
+    assertEquals("value", options.getObject().key);
+    assertEquals(PolymorphicTypeOne.class, options.getObject().getClass());
+
+    assertEquals("value", options.getObjectValue().get().key);
+    assertEquals(PolymorphicTypeTwo.class, options.getObjectValue().get().getClass());
+  }
+
   @Test
   public void testMissingArgument() {
     String[] args = new String[] {};

From 75c877f2eb8faf12173fb9b6834378719966eb7c Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Fri, 25 Feb 2022 14:15:47 -0500
Subject: [PATCH 39/61] [BEAM-13912] Add more coverage for dataflow.go (#16903)

---
 sdks/go/pkg/beam/runners/dataflow/dataflow.go |  99 +++++++------
 .../beam/runners/dataflow/dataflow_test.go    | 135 +++++++++++++++++-
 2 files changed, 188 insertions(+), 46 deletions(-)

diff --git a/sdks/go/pkg/beam/runners/dataflow/dataflow.go b/sdks/go/pkg/beam/runners/dataflow/dataflow.go
index 4cd877f5afde0..1a7da076755a0 100644
--- a/sdks/go/pkg/beam/runners/dataflow/dataflow.go
+++ b/sdks/go/pkg/beam/runners/dataflow/dataflow.go
@@ -159,8 +159,59 @@ func Execute(ctx context.Context, p *beam.Pipeline) (beam.PipelineResult, error)
 		panic("Beam has not been initialized. Call beam.Init() before pipeline construction.")
 	}
 
-	// (1) Gather job options
+	beam.PipelineOptions.LoadOptionsFromFlags(flagFilter)
+	opts, err := getJobOptions(ctx)
+	if err != nil {
+		return nil, err
+	}
+
+	// (1) Build and submit
+	// NOTE(herohde) 10/8/2018: the last segment of the names must be "worker" and "dataflow-worker.jar".
+	id := fmt.Sprintf("go-%v-%v", atomic.AddInt32(&unique, 1), time.Now().UnixNano())
+
+	modelURL := gcsx.Join(*stagingLocation, id, "model")
+	workerURL := gcsx.Join(*stagingLocation, id, "worker")
+	jarURL := gcsx.Join(*stagingLocation, id, "dataflow-worker.jar")
+	xlangURL := gcsx.Join(*stagingLocation, id, "xlang")
+
+	edges, _, err := p.Build()
+	if err != nil {
+		return nil, err
+	}
+	artifactURLs, err := dataflowlib.ResolveXLangArtifacts(ctx, edges, opts.Project, xlangURL)
+	if err != nil {
+		return nil, errors.WithContext(err, "resolving cross-language artifacts")
+	}
+	opts.ArtifactURLs = artifactURLs
+	environment, err := graphx.CreateEnvironment(ctx, jobopts.GetEnvironmentUrn(ctx), getContainerImage)
+	if err != nil {
+		return nil, errors.WithContext(err, "creating environment for model pipeline")
+	}
+	model, err := graphx.Marshal(edges, &graphx.Options{Environment: environment})
+	if err != nil {
+		return nil, errors.WithContext(err, "generating model pipeline")
+	}
+	err = pipelinex.ApplySdkImageOverrides(model, jobopts.GetSdkImageOverrides())
+	if err != nil {
+		return nil, errors.WithContext(err, "applying container image overrides")
+	}
+
+	if *dryRun {
+		log.Info(ctx, "Dry-run: not submitting job!")
+
+		log.Info(ctx, proto.MarshalTextString(model))
+		job, err := dataflowlib.Translate(ctx, model, opts, workerURL, jarURL, modelURL)
+		if err != nil {
+			return nil, err
+		}
+		dataflowlib.PrintJob(ctx, job)
+		return nil, nil
+	}
 
+	return dataflowlib.Execute(ctx, model, opts, workerURL, jarURL, modelURL, *endpoint, *executeAsync)
+}
+
+func getJobOptions(ctx context.Context) (*dataflowlib.JobOptions, error) {
 	project := gcpopts.GetProjectFromFlagOrEnvironment(ctx)
 	if project == "" {
 		return nil, errors.New("no Google Cloud project specified. Use --project=<project>")
@@ -254,51 +305,9 @@ func Execute(ctx context.Context, p *beam.Pipeline) (beam.PipelineResult, error)
 		opts.TempLocation = gcsx.Join(*stagingLocation, "tmp")
 	}
 
-	// (1) Build and submit
-	// NOTE(herohde) 10/8/2018: the last segment of the names must be "worker" and "dataflow-worker.jar".
-	id := fmt.Sprintf("go-%v-%v", atomic.AddInt32(&unique, 1), time.Now().UnixNano())
-
-	modelURL := gcsx.Join(*stagingLocation, id, "model")
-	workerURL := gcsx.Join(*stagingLocation, id, "worker")
-	jarURL := gcsx.Join(*stagingLocation, id, "dataflow-worker.jar")
-	xlangURL := gcsx.Join(*stagingLocation, id, "xlang")
-
-	edges, _, err := p.Build()
-	if err != nil {
-		return nil, err
-	}
-	artifactURLs, err := dataflowlib.ResolveXLangArtifacts(ctx, edges, opts.Project, xlangURL)
-	if err != nil {
-		return nil, errors.WithContext(err, "resolving cross-language artifacts")
-	}
-	opts.ArtifactURLs = artifactURLs
-	environment, err := graphx.CreateEnvironment(ctx, jobopts.GetEnvironmentUrn(ctx), getContainerImage)
-	if err != nil {
-		return nil, errors.WithContext(err, "creating environment for model pipeline")
-	}
-	model, err := graphx.Marshal(edges, &graphx.Options{Environment: environment})
-	if err != nil {
-		return nil, errors.WithContext(err, "generating model pipeline")
-	}
-	err = pipelinex.ApplySdkImageOverrides(model, jobopts.GetSdkImageOverrides())
-	if err != nil {
-		return nil, errors.WithContext(err, "applying container image overrides")
-	}
-
-	if *dryRun {
-		log.Info(ctx, "Dry-run: not submitting job!")
-
-		log.Info(ctx, proto.MarshalTextString(model))
-		job, err := dataflowlib.Translate(ctx, model, opts, workerURL, jarURL, modelURL)
-		if err != nil {
-			return nil, err
-		}
-		dataflowlib.PrintJob(ctx, job)
-		return nil, nil
-	}
-
-	return dataflowlib.Execute(ctx, model, opts, workerURL, jarURL, modelURL, *endpoint, *executeAsync)
+	return opts, nil
 }
+
 func gcsRecorderHook(opts []string) perf.CaptureHook {
 	bucket, prefix, err := gcsx.ParseObject(opts[0])
 	if err != nil {
diff --git a/sdks/go/pkg/beam/runners/dataflow/dataflow_test.go b/sdks/go/pkg/beam/runners/dataflow/dataflow_test.go
index 1e2844630c4b3..568860194ec18 100644
--- a/sdks/go/pkg/beam/runners/dataflow/dataflow_test.go
+++ b/sdks/go/pkg/beam/runners/dataflow/dataflow_test.go
@@ -15,7 +15,12 @@
 
 package dataflow
 
-import "testing"
+import (
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/options/gcpopts"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/options/jobopts"
+	"sort"
+	"testing"
+)
 
 func TestDontUseFlagAsPipelineOption(t *testing.T) {
 	f := "dummy_flag"
@@ -27,3 +32,131 @@ func TestDontUseFlagAsPipelineOption(t *testing.T) {
 		t.Fatalf("%q should be in the filter, but isn't set", f)
 	}
 }
+
+func TestGetJobOptions(t *testing.T) {
+	*labels = `{"label1": "val1", "label2": "val2"}`
+	*stagingLocation = "gs://testStagingLocation"
+	*autoscalingAlgorithm = "NONE"
+	*minCPUPlatform = "testPlatform"
+
+	*gcpopts.Project = "testProject"
+	*gcpopts.Region = "testRegion"
+
+	*jobopts.Experiments = "use_runner_v2,use_portable_job_submission"
+	*jobopts.JobName = "testJob"
+
+	opts, err := getJobOptions(nil)
+	if err != nil {
+		t.Fatalf("getJobOptions() returned error %q, want %q", err, "nil")
+	}
+	if got, want := opts.Name, "testJob"; got != want {
+		t.Errorf("getJobOptions().Name = %q, want %q", got, want)
+	}
+	if got, want := len(opts.Experiments), 3; got != want {
+		t.Errorf("len(getJobOptions().Experiments) = %q, want %q", got, want)
+	} else {
+		sort.Strings(opts.Experiments)
+		expectedExperiments := []string{"min_cpu_platform=testPlatform", "use_portable_job_submission", "use_runner_v2"}
+		for i := 0; i < 3; i++ {
+			if got, want := opts.Experiments[i], expectedExperiments[i]; got != want {
+				t.Errorf("getJobOptions().Experiments = %q, want %q", got, want)
+			}
+		}
+	}
+	if got, want := opts.Project, "testProject"; got != want {
+		t.Errorf("getJobOptions().Project = %q, want %q", got, want)
+	}
+	if got, want := opts.Region, "testRegion"; got != want {
+		t.Errorf("getJobOptions().Region = %q, want %q", got, want)
+	}
+	if got, want := len(opts.Labels), 2; got != want {
+		t.Errorf("len(getJobOptions().Labels) = %q, want %q", got, want)
+	} else {
+		if got, want := opts.Labels["label1"], "val1"; got != want {
+			t.Errorf("getJobOptions().Labels[\"label1\"] = %q, want %q", got, want)
+		}
+		if got, want := opts.Labels["label2"], "val2"; got != want {
+			t.Errorf("getJobOptions().Labels[\"label2\"] = %q, want %q", got, want)
+		}
+	}
+	if got, want := opts.TempLocation, "gs://testStagingLocation/tmp"; got != want {
+		t.Errorf("getJobOptions().TempLocation = %q, want %q", got, want)
+	}
+}
+
+func TestGetJobOptions_NoExperimentsSet(t *testing.T) {
+	*labels = `{"label1": "val1", "label2": "val2"}`
+	*stagingLocation = "gs://testStagingLocation"
+	*autoscalingAlgorithm = "NONE"
+	*minCPUPlatform = ""
+
+	*gcpopts.Project = "testProject"
+	*gcpopts.Region = "testRegion"
+
+	*jobopts.Experiments = ""
+	*jobopts.JobName = "testJob"
+
+	opts, err := getJobOptions(nil)
+
+	if err != nil {
+		t.Fatalf("getJobOptions() returned error %q, want %q", err, "nil")
+	}
+	if got, want := len(opts.Experiments), 2; got != want {
+		t.Fatalf("len(getJobOptions().Experiments) = %q, want %q", got, want)
+	}
+	sort.Strings(opts.Experiments)
+	expectedExperiments := []string{"use_portable_job_submission", "use_unified_worker"}
+	for i := 0; i < 2; i++ {
+		if got, want := opts.Experiments[i], expectedExperiments[i]; got != want {
+			t.Errorf("getJobOptions().Experiments = %q, want %q", got, want)
+		}
+	}
+}
+
+func TestGetJobOptions_NoStagingLocation(t *testing.T) {
+	*stagingLocation = ""
+	*gcpopts.Project = "testProject"
+	*gcpopts.Region = "testRegion"
+
+	_, err := getJobOptions(nil)
+	if err == nil {
+		t.Fatalf("getJobOptions() returned error nil, want an error")
+	}
+}
+
+func TestGetJobOptions_InvalidAutoscaling(t *testing.T) {
+	*labels = `{"label1": "val1", "label2": "val2"}`
+	*stagingLocation = "gs://testStagingLocation"
+	*autoscalingAlgorithm = "INVALID"
+	*minCPUPlatform = "testPlatform"
+
+	*gcpopts.Project = "testProject"
+	*gcpopts.Region = "testRegion"
+
+	*jobopts.Experiments = "use_runner_v2,use_portable_job_submission"
+	*jobopts.JobName = "testJob"
+
+	_, err := getJobOptions(nil)
+	if err == nil {
+		t.Fatalf("getJobOptions() returned error nil, want an error")
+	}
+}
+
+func TestGetJobOptions_DockerNoImage(t *testing.T) {
+	*jobopts.EnvironmentType = "docker"
+	*jobopts.EnvironmentConfig = "testContainerImage"
+
+	if got, want := getContainerImage(nil), "testContainerImage"; got != want {
+		t.Fatalf("getContainerImage() = %q, want %q", got, want)
+	}
+}
+
+func TestGetJobOptions_DockerWithImage(t *testing.T) {
+	*jobopts.EnvironmentType = "docker"
+	*jobopts.EnvironmentConfig = "testContainerImage"
+	*image = "testContainerImageOverride"
+
+	if got, want := getContainerImage(nil), "testContainerImageOverride"; got != want {
+		t.Fatalf("getContainerImage() = %q, want %q", got, want)
+	}
+}

From ba2aef5972eca7322ae68f81bafd52d894e43edf Mon Sep 17 00:00:00 2001
From: AlikRodriguez <74626882+AlikRodriguez@users.noreply.github.com>
Date: Fri, 25 Feb 2022 15:22:12 -0600
Subject: [PATCH 40/61] [BEAM-12563] swaplevel general function for dataframe
 and series (#15944)

* swaplevel general function for dataframe and series

* pandas doctest

* doctest

* Update frames.py

* lint error
---
 sdks/python/apache_beam/dataframe/frames.py            | 10 ++++++++++
 sdks/python/apache_beam/dataframe/frames_test.py       | 10 ++++++++++
 .../apache_beam/dataframe/pandas_doctests_test.py      |  2 --
 3 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/sdks/python/apache_beam/dataframe/frames.py b/sdks/python/apache_beam/dataframe/frames.py
index 3cbf613ddec79..00961a6f1b2f3 100644
--- a/sdks/python/apache_beam/dataframe/frames.py
+++ b/sdks/python/apache_beam/dataframe/frames.py
@@ -229,6 +229,16 @@ def droplevel(self, level, axis):
             preserves_partition_by=partitionings.Arbitrary()
             if axis in (1, 'column') else partitionings.Singleton()))
 
+  @frame_base.with_docs_from(pd.DataFrame)
+  @frame_base.args_to_kwargs(pd.DataFrame)
+  def swaplevel(self, **kwargs):
+    return frame_base.DeferredFrame.wrap(
+        expressions.ComputedExpression(
+            'swaplevel',
+            lambda df: df.swaplevel(**kwargs), [self._expr],
+            requires_partition_by=partitionings.Arbitrary(),
+            preserves_partition_by=partitionings.Arbitrary()))
+
   @frame_base.with_docs_from(pd.DataFrame)
   @frame_base.args_to_kwargs(pd.DataFrame)
   @frame_base.populate_defaults(pd.DataFrame)
diff --git a/sdks/python/apache_beam/dataframe/frames_test.py b/sdks/python/apache_beam/dataframe/frames_test.py
index c493db5e1b006..ca4f561c9ab77 100644
--- a/sdks/python/apache_beam/dataframe/frames_test.py
+++ b/sdks/python/apache_beam/dataframe/frames_test.py
@@ -624,6 +624,16 @@ def test_merge_same_key_suffix_collision(self):
         nonparallel=True,
         check_proxy=False)
 
+  def test_swaplevel(self):
+    df = pd.DataFrame(
+        {"Grade": ["A", "B", "A", "C"]},
+        index=[
+            ["Final exam", "Final exam", "Coursework", "Coursework"],
+            ["History", "Geography", "History", "Geography"],
+            ["January", "February", "March", "April"],
+        ])
+    self._run_test(lambda df: df.swaplevel(), df)
+
   def test_value_counts_with_nans(self):
     # similar to doctests that verify value_counts, but include nan values to
     # make sure we handle them correctly.
diff --git a/sdks/python/apache_beam/dataframe/pandas_doctests_test.py b/sdks/python/apache_beam/dataframe/pandas_doctests_test.py
index 1a30aa85db337..19113af53e4fc 100644
--- a/sdks/python/apache_beam/dataframe/pandas_doctests_test.py
+++ b/sdks/python/apache_beam/dataframe/pandas_doctests_test.py
@@ -269,7 +269,6 @@ def test_dataframe_tests(self):
                 # frames_test.py::DeferredFrameTest::test_groupby_transform_sum
                 "df.groupby('Date')['Data'].transform('sum')",
             ],
-            'pandas.core.frame.DataFrame.swaplevel': ['*'],
             'pandas.core.frame.DataFrame.melt': ['*'],
             'pandas.core.frame.DataFrame.reindex_axis': ['*'],
             'pandas.core.frame.DataFrame.round': [
@@ -511,7 +510,6 @@ def test_series_tests(self):
                 'ser.groupby(["a", "b", "a", np.nan]).mean()',
                 'ser.groupby(["a", "b", "a", np.nan], dropna=False).mean()',
             ],
-            'pandas.core.series.Series.swaplevel' :['*']
         },
         skip={
             # Relies on setting values with iloc

From feda3a8bea6dff11f28c5bb8d768ab29740cc32b Mon Sep 17 00:00:00 2001
From: Jack McCluskey <34928439+jrmccluskey@users.noreply.github.com>
Date: Fri, 25 Feb 2022 17:39:07 -0500
Subject: [PATCH 41/61] [BEAM-14001] Update coder.go unit tests (#16952)

---
 .../pkg/beam/core/runtime/exec/coder_test.go  | 152 ++++++++++++++++++
 1 file changed, 152 insertions(+)

diff --git a/sdks/go/pkg/beam/core/runtime/exec/coder_test.go b/sdks/go/pkg/beam/core/runtime/exec/coder_test.go
index 25812aca4e560..02d1f81da7e05 100644
--- a/sdks/go/pkg/beam/core/runtime/exec/coder_test.go
+++ b/sdks/go/pkg/beam/core/runtime/exec/coder_test.go
@@ -25,6 +25,7 @@ import (
 	"github.com/apache/beam/sdks/v2/go/pkg/beam/core/util/reflectx"
 
 	"github.com/apache/beam/sdks/v2/go/pkg/beam/core/graph/coder"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/core/graph/window"
 	"github.com/apache/beam/sdks/v2/go/pkg/beam/core/runtime/coderx"
 )
 
@@ -54,6 +55,9 @@ func TestCoders(t *testing.T) {
 				return &coder.Coder{Kind: coder.Custom, Custom: c, T: typex.New(reflectx.String)}
 			}(),
 			val: &FullValue{Elm: "myString"},
+		}, {
+			coder: &coder.Coder{Kind: coder.LP, Components: []*coder.Coder{coder.NewString()}},
+			val:   &FullValue{Elm: "myString"},
 		}, {
 			coder: coder.NewKV([]*coder.Coder{coder.NewVarInt(), coder.NewBool()}),
 			val:   &FullValue{Elm: int64(72), Elm2: false},
@@ -64,6 +68,18 @@ func TestCoders(t *testing.T) {
 					coder.NewDouble(),
 					coder.NewBool()})}),
 			val: &FullValue{Elm: int64(42), Elm2: &FullValue{Elm: float64(3.14), Elm2: true}},
+		}, {
+			coder: &coder.Coder{Kind: coder.Window, Window: coder.NewGlobalWindow()},
+			val:   &FullValue{Windows: []typex.Window{window.GlobalWindow{}}},
+		}, {
+			coder: &coder.Coder{Kind: coder.Window, Window: coder.NewIntervalWindow()},
+			val:   &FullValue{Windows: []typex.Window{window.IntervalWindow{Start: 0, End: 100}}},
+		}, {
+			coder: coder.NewW(coder.NewVarInt(), coder.NewGlobalWindow()),
+			val:   &FullValue{Elm: int64(13), Windows: []typex.Window{window.GlobalWindow{}}},
+		}, {
+			coder: coder.NewPW(coder.NewString(), coder.NewGlobalWindow()),
+			val:   &FullValue{Elm: "myString" /*Windowing info isn't encoded for PW so we can omit it here*/},
 		},
 	} {
 		t.Run(fmt.Sprintf("%v", test.coder), func(t *testing.T) {
@@ -116,4 +132,140 @@ func compareFV(t *testing.T, got *FullValue, want *FullValue) {
 		t.Errorf("got %v [type: %s], want %v [type %s]",
 			got, reflect.TypeOf(got), wantFv, reflect.TypeOf(wantFv))
 	}
+
+	// Check if the desired FV has windowing information
+	if want.Windows != nil {
+		if gotLen, wantLen := len(got.Windows), len(want.Windows); gotLen != wantLen {
+			t.Fatalf("got %d windows in FV, want %v", gotLen, wantLen)
+		}
+		for i := range want.Windows {
+			if gotWin, wantWin := got.Windows[i], want.Windows[i]; !wantWin.Equals(gotWin) {
+				t.Errorf("got window %v at position %d, want %v", gotWin, i, wantWin)
+			}
+		}
+	}
+}
+
+func TestIterableCoder(t *testing.T) {
+	cod := coder.NewI(coder.NewVarInt())
+	wantVals := []int64{8, 24, 72}
+	val := &FullValue{Elm: wantVals}
+
+	var buf bytes.Buffer
+	enc := MakeElementEncoder(cod)
+	if err := enc.Encode(val, &buf); err != nil {
+		t.Fatalf("Couldn't encode value: %v", err)
+	}
+
+	dec := MakeElementDecoder(cod)
+	result, err := dec.Decode(&buf)
+	if err != nil {
+		t.Fatalf("Couldn't decode value: %v", err)
+	}
+
+	gotVals, ok := result.Elm.([]int64)
+	if !ok {
+		t.Fatalf("got output element %v, want []int64", result.Elm)
+	}
+
+	if got, want := len(gotVals), len(wantVals); got != want {
+		t.Errorf("got %d elements in iterable, want %d", got, want)
+	}
+
+	for i := range gotVals {
+		if got, want := gotVals[i], wantVals[i]; got != want {
+			t.Errorf("got %d at position %d, want %d", got, i, want)
+		}
+	}
+}
+
+// TODO(BEAM-10660): Update once proper timer support is added
+func TestTimerCoder(t *testing.T) {
+	var buf bytes.Buffer
+	tCoder := coder.NewT(coder.NewVarInt(), coder.NewGlobalWindow())
+	wantVal := &FullValue{Elm: int64(13)}
+
+	enc := MakeElementEncoder(tCoder)
+	if err := enc.Encode(wantVal, &buf); err != nil {
+		t.Fatalf("Couldn't encode value: %v", err)
+	}
+
+	dec := MakeElementDecoder(tCoder)
+	result, err := dec.Decode(&buf)
+	if err != nil {
+		t.Fatalf("Couldn't decode value: %v", err)
+	}
+
+	compareFV(t, result, wantVal)
+}
+
+type namedTypeForTest struct {
+	A, B int64
+	C    string
+}
+
+func TestRowCoder(t *testing.T) {
+	var buf bytes.Buffer
+	rCoder := coder.NewR(typex.New(reflect.TypeOf((*namedTypeForTest)(nil))))
+	wantStruct := &namedTypeForTest{A: int64(8), B: int64(24), C: "myString"}
+	wantVal := &FullValue{Elm: wantStruct}
+
+	enc := MakeElementEncoder(rCoder)
+	if err := enc.Encode(wantVal, &buf); err != nil {
+		t.Fatalf("Couldn't encode value: %v", err)
+	}
+
+	dec := MakeElementDecoder(rCoder)
+	result, err := dec.Decode(&buf)
+	if err != nil {
+		t.Fatalf("Couldn't decode value: %v", err)
+	}
+	gotPtr, ok := result.Elm.(*namedTypeForTest)
+	gotStruct := *gotPtr
+	if !ok {
+		t.Fatalf("got %v, want namedTypeForTest struct", result.Elm)
+	}
+	if got, want := gotStruct.A, wantStruct.A; got != want {
+		t.Errorf("got A field value %d, want %d", got, want)
+	}
+	if got, want := gotStruct.B, wantStruct.B; got != want {
+		t.Errorf("got B field value %d, want %d", got, want)
+	}
+	if got, want := gotStruct.C, wantStruct.C; got != want {
+		t.Errorf("got C field value %v, want %v", got, want)
+	}
+}
+
+func TestPaneCoder(t *testing.T) {
+	pn := coder.NewPane(0x04)
+	val := &FullValue{Pane: pn}
+	cod := &coder.Coder{Kind: coder.PaneInfo}
+
+	var buf bytes.Buffer
+	enc := MakeElementEncoder(cod)
+	if err := enc.Encode(val, &buf); err != nil {
+		t.Fatalf("Couldn't encode value: %v", err)
+	}
+
+	dec := MakeElementDecoder(cod)
+	result, err := dec.Decode(&buf)
+	if err != nil {
+		t.Fatalf("Couldn't decode value: %v", err)
+	}
+
+	if got, want := result.Pane.Timing, pn.Timing; got != want {
+		t.Errorf("got pane timing %v, want %v", got, want)
+	}
+	if got, want := result.Pane.IsFirst, pn.IsFirst; got != want {
+		t.Errorf("got IsFirst %v, want %v", got, want)
+	}
+	if got, want := result.Pane.IsLast, pn.IsLast; got != want {
+		t.Errorf("got IsLast %v, want %v", got, want)
+	}
+	if got, want := result.Pane.Index, pn.Index; got != want {
+		t.Errorf("got pane index %v, want %v", got, want)
+	}
+	if got, want := result.Pane.NonSpeculativeIndex, pn.NonSpeculativeIndex; got != want {
+		t.Errorf("got pane non-speculative index %v, want %v", got, want)
+	}
 }

From 9ef324791667a6343ce194be9ae553d8ebafd84c Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Fri, 25 Feb 2022 17:46:27 -0500
Subject: [PATCH 42/61] [BEAM-13910] Improve coverage of gcsx package (#16942)

---
 sdks/go/pkg/beam/util/gcsx/example_test.go | 47 +++++++++++
 sdks/go/pkg/beam/util/gcsx/gcs_test.go     | 91 +++++++++++++++++-----
 2 files changed, 118 insertions(+), 20 deletions(-)
 create mode 100644 sdks/go/pkg/beam/util/gcsx/example_test.go

diff --git a/sdks/go/pkg/beam/util/gcsx/example_test.go b/sdks/go/pkg/beam/util/gcsx/example_test.go
new file mode 100644
index 0000000000000..52664a054a878
--- /dev/null
+++ b/sdks/go/pkg/beam/util/gcsx/example_test.go
@@ -0,0 +1,47 @@
+// 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 gcsx_test
+
+import (
+	"context"
+	"time"
+
+	"cloud.google.com/go/storage"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/util/gcsx"
+)
+
+func Example() {
+	ctx := context.Background()
+	c, err := gcsx.NewClient(ctx, storage.ScopeReadOnly)
+	if err != nil {
+		// do something
+	}
+
+	buckets, object, err := gcsx.ParseObject("gs://some-bucket/some-object")
+	if err != nil {
+		// do something
+	}
+
+	ctx, cancel := context.WithTimeout(ctx, 30*time.Second)
+	defer cancel()
+
+	bytes, err := gcsx.ReadObject(ctx, c, buckets, object)
+	if err != nil {
+		// do something
+	}
+
+	_ = bytes
+}
diff --git a/sdks/go/pkg/beam/util/gcsx/gcs_test.go b/sdks/go/pkg/beam/util/gcsx/gcs_test.go
index 52664a054a878..90fb4b59f2fe8 100644
--- a/sdks/go/pkg/beam/util/gcsx/gcs_test.go
+++ b/sdks/go/pkg/beam/util/gcsx/gcs_test.go
@@ -13,35 +13,86 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-package gcsx_test
+package gcsx
 
 import (
-	"context"
-	"time"
+	"strings"
+	"testing"
 
-	"cloud.google.com/go/storage"
-	"github.com/apache/beam/sdks/v2/go/pkg/beam/util/gcsx"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/internal/errors"
 )
 
-func Example() {
-	ctx := context.Background()
-	c, err := gcsx.NewClient(ctx, storage.ScopeReadOnly)
-	if err != nil {
-		// do something
+func TestMakeObject(t *testing.T) {
+	if got, want := MakeObject("some-bucket", "some/path"), "gs://some-bucket/some/path"; got != want {
+		t.Fatalf("MakeObject() Got: %v Want: %v", got, want)
 	}
+}
 
-	buckets, object, err := gcsx.ParseObject("gs://some-bucket/some-object")
-	if err != nil {
-		// do something
+func TestParseObject(t *testing.T) {
+	tests := []struct {
+		object string
+		bucket string
+		path   string
+		err    error
+	}{
+		{
+			object: "gs://some-bucket/some-object",
+			bucket: "some-bucket",
+			path:   "some-object",
+			err:    nil,
+		},
+		{
+			object: "gs://some-bucket",
+			bucket: "some-bucket",
+			path:   "",
+			err:    nil,
+		},
+		{
+			object: "gs://",
+			bucket: "",
+			path:   "",
+			err:    errors.Errorf("object gs:// must have bucket"),
+		},
+		{
+			object: "other://some-bucket/some-object",
+			bucket: "",
+			path:   "",
+			err:    errors.Errorf("object other://some-bucket/some-object must have 'gs' scheme"),
+		},
 	}
 
-	ctx, cancel := context.WithTimeout(ctx, 30*time.Second)
-	defer cancel()
-
-	bytes, err := gcsx.ReadObject(ctx, c, buckets, object)
-	if err != nil {
-		// do something
+	for _, test := range tests {
+		if bucket, path, err := ParseObject(test.object); bucket != test.bucket || path != test.path || (err != nil && test.err == nil) || (err == nil && test.err != nil) {
+			t.Errorf("ParseObject(%v) Got: %v, %v, %v Want: %v, %v, %v", test.object, bucket, path, err, test.bucket, test.path, test.err)
+		}
 	}
+}
 
-	_ = bytes
+func TestJoin(t *testing.T) {
+	tests := []struct {
+		object string
+		elms   []string
+		result string
+	}{
+		{
+			object: "gs://some-bucket/some-object",
+			elms:   []string{"some/path", "more/pathing"},
+			result: "gs://some-bucket/some-object/some/path/more/pathing",
+		},
+		{
+			object: "gs://some-bucket/some-object",
+			elms:   []string{"some/path"},
+			result: "gs://some-bucket/some-object/some/path",
+		},
+		{
+			object: "gs://some-bucket/some-object",
+			elms:   []string{},
+			result: "gs://some-bucket/some-object",
+		},
+	}
+	for _, test := range tests {
+		if got, want := Join(test.object, test.elms...), test.result; got != want {
+			t.Errorf("Join(%v, %v) Got: %v Want: %v", test.object, strings.Join(test.elms, ", "), got, want)
+		}
+	}
 }

From 939af65e68b07889ec7225d379f55f2a0f5f137a Mon Sep 17 00:00:00 2001
From: Lukasz Cwik <lcwik@google.com>
Date: Fri, 25 Feb 2022 17:59:57 -0800
Subject: [PATCH 43/61] [BEAM-13015] Use a DirectExecutor for state since we
 are just completing futures on the callback. (#16745)

---
 .../EmbeddedEnvironmentFactory.java           |   4 +-
 .../control/RemoteExecutionTest.java          |   4 +-
 .../portability/PortableRunnerTest.java       |   6 +-
 .../sdk/fn/channel/ManagedChannelFactory.java | 152 ++++++++++--------
 .../test/InProcessManagedChannelFactory.java  |  41 -----
 .../logging/BeamFnLoggingClientBenchmark.java |   3 +-
 .../beam/fn/harness/FnApiDoFnRunner.java      |  18 +--
 .../org/apache/beam/fn/harness/FnHarness.java |   3 +-
 .../state/BeamFnStateGrpcClientCache.java     |  17 +-
 .../control/BeamFnControlClientTest.java      |   6 +-
 .../state/BeamFnStateGrpcClientCacheTest.java |  45 ++++--
 .../status/BeamFnStatusClientTest.java        |   7 +-
 12 files changed, 149 insertions(+), 157 deletions(-)
 delete mode 100644 sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/test/InProcessManagedChannelFactory.java

diff --git a/runners/java-fn-execution/src/main/java/org/apache/beam/runners/fnexecution/environment/EmbeddedEnvironmentFactory.java b/runners/java-fn-execution/src/main/java/org/apache/beam/runners/fnexecution/environment/EmbeddedEnvironmentFactory.java
index 1e09d99674a26..bd164fe26b61b 100644
--- a/runners/java-fn-execution/src/main/java/org/apache/beam/runners/fnexecution/environment/EmbeddedEnvironmentFactory.java
+++ b/runners/java-fn-execution/src/main/java/org/apache/beam/runners/fnexecution/environment/EmbeddedEnvironmentFactory.java
@@ -37,11 +37,11 @@
 import org.apache.beam.runners.fnexecution.logging.GrpcLoggingService;
 import org.apache.beam.runners.fnexecution.provisioning.StaticGrpcProvisionService;
 import org.apache.beam.sdk.fn.IdGenerator;
+import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
 import org.apache.beam.sdk.fn.server.GrpcFnServer;
 import org.apache.beam.sdk.fn.server.InProcessServerFactory;
 import org.apache.beam.sdk.fn.server.ServerFactory;
 import org.apache.beam.sdk.fn.stream.OutboundObserverFactory;
-import org.apache.beam.sdk.fn.test.InProcessManagedChannelFactory;
 import org.apache.beam.sdk.options.PipelineOptions;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -106,7 +106,7 @@ public RemoteEnvironment createEnvironment(Environment environment, String worke
                     loggingServer.getApiServiceDescriptor(),
                     controlServer.getApiServiceDescriptor(),
                     null,
-                    InProcessManagedChannelFactory.create(),
+                    ManagedChannelFactory.createInProcess(),
                     OutboundObserverFactory.clientDirect(),
                     Caches.fromOptions(options));
               } catch (NoClassDefFoundError e) {
diff --git a/runners/java-fn-execution/src/test/java/org/apache/beam/runners/fnexecution/control/RemoteExecutionTest.java b/runners/java-fn-execution/src/test/java/org/apache/beam/runners/fnexecution/control/RemoteExecutionTest.java
index 3a38e31f07f2b..59e61c1109a1e 100644
--- a/runners/java-fn-execution/src/test/java/org/apache/beam/runners/fnexecution/control/RemoteExecutionTest.java
+++ b/runners/java-fn-execution/src/test/java/org/apache/beam/runners/fnexecution/control/RemoteExecutionTest.java
@@ -98,12 +98,12 @@
 import org.apache.beam.sdk.coders.CoderException;
 import org.apache.beam.sdk.coders.KvCoder;
 import org.apache.beam.sdk.coders.StringUtf8Coder;
+import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
 import org.apache.beam.sdk.fn.data.FnDataReceiver;
 import org.apache.beam.sdk.fn.server.GrpcContextHeaderAccessorProvider;
 import org.apache.beam.sdk.fn.server.GrpcFnServer;
 import org.apache.beam.sdk.fn.server.InProcessServerFactory;
 import org.apache.beam.sdk.fn.stream.OutboundObserverFactory;
-import org.apache.beam.sdk.fn.test.InProcessManagedChannelFactory;
 import org.apache.beam.sdk.metrics.Metrics;
 import org.apache.beam.sdk.options.ExperimentalOptions;
 import org.apache.beam.sdk.options.PipelineOptions;
@@ -219,7 +219,7 @@ public void launchSdkHarness(PipelineOptions options) throws Exception {
                     loggingServer.getApiServiceDescriptor(),
                     controlServer.getApiServiceDescriptor(),
                     null,
-                    InProcessManagedChannelFactory.create(),
+                    ManagedChannelFactory.createInProcess(),
                     OutboundObserverFactory.clientDirect(),
                     Caches.eternal());
               } catch (Exception e) {
diff --git a/runners/portability/java/src/test/java/org/apache/beam/runners/portability/PortableRunnerTest.java b/runners/portability/java/src/test/java/org/apache/beam/runners/portability/PortableRunnerTest.java
index 98f098bc4bd56..ef1aea4aa749d 100644
--- a/runners/portability/java/src/test/java/org/apache/beam/runners/portability/PortableRunnerTest.java
+++ b/runners/portability/java/src/test/java/org/apache/beam/runners/portability/PortableRunnerTest.java
@@ -38,7 +38,7 @@
 import org.apache.beam.runners.portability.testing.TestJobService;
 import org.apache.beam.sdk.PipelineResult;
 import org.apache.beam.sdk.PipelineResult.State;
-import org.apache.beam.sdk.fn.test.InProcessManagedChannelFactory;
+import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
 import org.apache.beam.sdk.metrics.MetricQueryResults;
 import org.apache.beam.sdk.options.PipelineOptions;
 import org.apache.beam.sdk.options.PipelineOptionsFactory;
@@ -94,7 +94,7 @@ public class PortableRunnerTest implements Serializable {
   @Test
   public void stagesAndRunsJob() throws Exception {
     createJobServer(JobState.Enum.DONE, JobApi.MetricResults.getDefaultInstance());
-    PortableRunner runner = PortableRunner.create(options, InProcessManagedChannelFactory.create());
+    PortableRunner runner = PortableRunner.create(options, ManagedChannelFactory.createInProcess());
     State state = runner.run(p).waitUntilFinish();
     assertThat(state, is(State.DONE));
   }
@@ -103,7 +103,7 @@ public void stagesAndRunsJob() throws Exception {
   public void extractsMetrics() throws Exception {
     JobApi.MetricResults metricResults = generateMetricResults();
     createJobServer(JobState.Enum.DONE, metricResults);
-    PortableRunner runner = PortableRunner.create(options, InProcessManagedChannelFactory.create());
+    PortableRunner runner = PortableRunner.create(options, ManagedChannelFactory.createInProcess());
     PipelineResult result = runner.run(p);
     result.waitUntilFinish();
     MetricQueryResults metricQueryResults = result.metrics().allMetrics();
diff --git a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java
index e9a9e218911c0..6d774b142444a 100644
--- a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java
+++ b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java
@@ -17,104 +17,122 @@
  */
 package org.apache.beam.sdk.fn.channel;
 
+import avro.shaded.com.google.common.collect.ImmutableList;
 import java.net.SocketAddress;
+import java.util.Collections;
 import java.util.List;
 import org.apache.beam.model.pipeline.v1.Endpoints.ApiServiceDescriptor;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.ClientInterceptor;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.ManagedChannel;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.ManagedChannelBuilder;
+import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.inprocess.InProcessChannelBuilder;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.netty.NettyChannelBuilder;
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.epoll.EpollDomainSocketChannel;
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.epoll.EpollEventLoopGroup;
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.epoll.EpollSocketChannel;
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.unix.DomainSocketAddress;
 
-/** A Factory which creates an underlying {@link ManagedChannel} implementation. */
-public abstract class ManagedChannelFactory {
+/** A Factory which creates {@link ManagedChannel} instances. */
+public class ManagedChannelFactory {
+  /**
+   * Creates a {@link ManagedChannel} relying on the {@link ManagedChannelBuilder} to choose the
+   * channel type.
+   */
   public static ManagedChannelFactory createDefault() {
-    return new Default();
+    return new ManagedChannelFactory(Type.DEFAULT, Collections.emptyList(), false);
   }
 
+  /**
+   * Creates a {@link ManagedChannelFactory} backed by an {@link EpollDomainSocketChannel} if the
+   * address is a {@link DomainSocketAddress}. Otherwise creates a {@link ManagedChannel} backed by
+   * an {@link EpollSocketChannel}.
+   */
   public static ManagedChannelFactory createEpoll() {
     org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.epoll.Epoll.ensureAvailability();
-    return new Epoll();
+    return new ManagedChannelFactory(Type.EPOLL, Collections.emptyList(), false);
   }
 
-  public ManagedChannel forDescriptor(ApiServiceDescriptor apiServiceDescriptor) {
-    return builderFor(apiServiceDescriptor).build();
+  /** Creates a {@link ManagedChannel} using an in-process channel. */
+  public static ManagedChannelFactory createInProcess() {
+    return new ManagedChannelFactory(Type.IN_PROCESS, Collections.emptyList(), false);
   }
 
-  /** Create a {@link ManagedChannelBuilder} for the provided {@link ApiServiceDescriptor}. */
-  protected abstract ManagedChannelBuilder<?> builderFor(ApiServiceDescriptor descriptor);
+  public ManagedChannel forDescriptor(ApiServiceDescriptor apiServiceDescriptor) {
+    ManagedChannelBuilder<?> channelBuilder;
+    switch (type) {
+      case EPOLL:
+        SocketAddress address = SocketAddressFactory.createFrom(apiServiceDescriptor.getUrl());
+        channelBuilder =
+            NettyChannelBuilder.forAddress(address)
+                .channelType(
+                    address instanceof DomainSocketAddress
+                        ? EpollDomainSocketChannel.class
+                        : EpollSocketChannel.class)
+                .eventLoopGroup(new EpollEventLoopGroup());
+        break;
 
-  /**
-   * Returns a {@link ManagedChannelFactory} like this one, but which will apply the provided {@link
-   * ClientInterceptor ClientInterceptors} to any channel it creates.
-   */
-  public ManagedChannelFactory withInterceptors(List<ClientInterceptor> interceptors) {
-    return new InterceptedManagedChannelFactory(this, interceptors);
-  }
+      case DEFAULT:
+        channelBuilder = ManagedChannelBuilder.forTarget(apiServiceDescriptor.getUrl());
+        break;
 
-  /**
-   * Creates a {@link ManagedChannel} backed by an {@link EpollDomainSocketChannel} if the address
-   * is a {@link DomainSocketAddress}. Otherwise creates a {@link ManagedChannel} backed by an
-   * {@link EpollSocketChannel}.
-   */
-  private static class Epoll extends ManagedChannelFactory {
-    @Override
-    public ManagedChannelBuilder<?> builderFor(ApiServiceDescriptor apiServiceDescriptor) {
-      SocketAddress address = SocketAddressFactory.createFrom(apiServiceDescriptor.getUrl());
-      return NettyChannelBuilder.forAddress(address)
-          .channelType(
-              address instanceof DomainSocketAddress
-                  ? EpollDomainSocketChannel.class
-                  : EpollSocketChannel.class)
-          .eventLoopGroup(new EpollEventLoopGroup())
-          .usePlaintext()
-          // Set the message size to max value here. The actual size is governed by the
-          // buffer size in the layers above.
-          .maxInboundMessageSize(Integer.MAX_VALUE);
+      case IN_PROCESS:
+        channelBuilder = InProcessChannelBuilder.forName(apiServiceDescriptor.getUrl());
+        break;
+
+      default:
+        throw new IllegalStateException("Unknown type " + type);
     }
-  }
 
-  /**
-   * Creates a {@link ManagedChannel} relying on the {@link ManagedChannelBuilder} to create
-   * instances.
-   */
-  private static class Default extends ManagedChannelFactory {
-    @Override
-    public ManagedChannelBuilder<?> builderFor(ApiServiceDescriptor apiServiceDescriptor) {
-      return ManagedChannelBuilder.forTarget(apiServiceDescriptor.getUrl())
-          .usePlaintext()
-          // Set the message size to max value here. The actual size is governed by the
-          // buffer size in the layers above.
-          .maxInboundMessageSize(Integer.MAX_VALUE);
+    channelBuilder =
+        channelBuilder
+            .usePlaintext()
+            // Set the message size to max value here. The actual size is governed by the
+            // buffer size in the layers above.
+            .maxInboundMessageSize(Integer.MAX_VALUE)
+            .intercept(interceptors);
+    if (directExecutor) {
+      channelBuilder = channelBuilder.directExecutor();
     }
+    return channelBuilder.build();
   }
 
-  private static class InterceptedManagedChannelFactory extends ManagedChannelFactory {
-    private final ManagedChannelFactory channelFactory;
-    private final List<ClientInterceptor> interceptors;
+  /** The channel type. */
+  private enum Type {
+    EPOLL,
+    DEFAULT,
+    IN_PROCESS,
+  }
 
-    private InterceptedManagedChannelFactory(
-        ManagedChannelFactory managedChannelFactory, List<ClientInterceptor> interceptors) {
-      this.channelFactory = managedChannelFactory;
-      this.interceptors = interceptors;
-    }
+  private final Type type;
+  private final List<ClientInterceptor> interceptors;
+  private final boolean directExecutor;
 
-    @Override
-    public ManagedChannel forDescriptor(ApiServiceDescriptor apiServiceDescriptor) {
-      return builderFor(apiServiceDescriptor).intercept(interceptors).build();
-    }
+  private ManagedChannelFactory(
+      Type type, List<ClientInterceptor> interceptors, boolean directExecutor) {
+    this.type = type;
+    this.interceptors = interceptors;
+    this.directExecutor = directExecutor;
+  }
 
-    @Override
-    protected ManagedChannelBuilder<?> builderFor(ApiServiceDescriptor descriptor) {
-      return channelFactory.builderFor(descriptor);
-    }
+  /**
+   * Returns a {@link ManagedChannelFactory} like this one, but which will apply the provided {@link
+   * ClientInterceptor ClientInterceptors} to any channel it creates.
+   */
+  public ManagedChannelFactory withInterceptors(List<ClientInterceptor> interceptors) {
+    return new ManagedChannelFactory(
+        type,
+        ImmutableList.<ClientInterceptor>builder()
+            .addAll(this.interceptors)
+            .addAll(interceptors)
+            .build(),
+        directExecutor);
+  }
 
-    @Override
-    public ManagedChannelFactory withInterceptors(List<ClientInterceptor> interceptors) {
-      return new InterceptedManagedChannelFactory(channelFactory, interceptors);
-    }
+  /**
+   * Returns a {@link ManagedChannelFactory} like this one, but will construct the channel to use
+   * the direct executor.
+   */
+  public ManagedChannelFactory withDirectExecutor() {
+    return new ManagedChannelFactory(type, interceptors, true);
   }
 }
diff --git a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/test/InProcessManagedChannelFactory.java b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/test/InProcessManagedChannelFactory.java
deleted file mode 100644
index f5b7c6e860d53..0000000000000
--- a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/test/InProcessManagedChannelFactory.java
+++ /dev/null
@@ -1,41 +0,0 @@
-/*
- * 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.fn.test;
-
-import org.apache.beam.model.pipeline.v1.Endpoints.ApiServiceDescriptor;
-import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
-import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.ManagedChannelBuilder;
-import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.inprocess.InProcessChannelBuilder;
-
-/**
- * A {@link ManagedChannelFactory} that uses in-process channels.
- *
- * <p>The channel builder uses {@link ApiServiceDescriptor#getUrl()} as the unique in-process name.
- */
-public class InProcessManagedChannelFactory extends ManagedChannelFactory {
-  public static ManagedChannelFactory create() {
-    return new InProcessManagedChannelFactory();
-  }
-
-  private InProcessManagedChannelFactory() {}
-
-  @Override
-  public ManagedChannelBuilder<?> builderFor(ApiServiceDescriptor apiServiceDescriptor) {
-    return InProcessChannelBuilder.forName(apiServiceDescriptor.getUrl());
-  }
-}
diff --git a/sdks/java/harness/jmh/src/main/java/org/apache/beam/fn/harness/jmh/logging/BeamFnLoggingClientBenchmark.java b/sdks/java/harness/jmh/src/main/java/org/apache/beam/fn/harness/jmh/logging/BeamFnLoggingClientBenchmark.java
index ca9648b4b1d56..f1ef8a6dd9d61 100644
--- a/sdks/java/harness/jmh/src/main/java/org/apache/beam/fn/harness/jmh/logging/BeamFnLoggingClientBenchmark.java
+++ b/sdks/java/harness/jmh/src/main/java/org/apache/beam/fn/harness/jmh/logging/BeamFnLoggingClientBenchmark.java
@@ -31,7 +31,6 @@
 import org.apache.beam.runners.core.metrics.MonitoringInfoConstants;
 import org.apache.beam.runners.core.metrics.SimpleExecutionState;
 import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
-import org.apache.beam.sdk.fn.test.InProcessManagedChannelFactory;
 import org.apache.beam.sdk.options.PipelineOptionsFactory;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.Server;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.inprocess.InProcessServerBuilder;
@@ -89,7 +88,7 @@ public ManageLoggingClientAndService() {
             ApiServiceDescriptor.newBuilder()
                 .setUrl(BeamFnLoggingClientBenchmark.class.getName() + "#" + UUID.randomUUID())
                 .build();
-        ManagedChannelFactory managedChannelFactory = InProcessManagedChannelFactory.create();
+        ManagedChannelFactory managedChannelFactory = ManagedChannelFactory.createInProcess();
         loggingService = new CallCountLoggingService();
         server =
             InProcessServerBuilder.forName(apiServiceDescriptor.getUrl())
diff --git a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java
index 89c05b8f9f238..e73968854b6bb 100644
--- a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java
+++ b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnApiDoFnRunner.java
@@ -994,13 +994,12 @@ public void onClaimFailed(PositionT position) {}
   /** Internal class to hold the primary and residual roots when converted to an input element. */
   @AutoValue
   @AutoValue.CopyAnnotations
-  @SuppressWarnings({"rawtypes"})
   abstract static class WindowedSplitResult {
     public static WindowedSplitResult forRoots(
-        WindowedValue primaryInFullyProcessedWindowsRoot,
-        WindowedValue primarySplitRoot,
-        WindowedValue residualSplitRoot,
-        WindowedValue residualInUnprocessedWindowsRoot) {
+        WindowedValue<?> primaryInFullyProcessedWindowsRoot,
+        WindowedValue<?> primarySplitRoot,
+        WindowedValue<?> residualSplitRoot,
+        WindowedValue<?> residualInUnprocessedWindowsRoot) {
       return new AutoValue_FnApiDoFnRunner_WindowedSplitResult(
           primaryInFullyProcessedWindowsRoot,
           primarySplitRoot,
@@ -1008,18 +1007,17 @@ public static WindowedSplitResult forRoots(
           residualInUnprocessedWindowsRoot);
     }
 
-    public abstract @Nullable WindowedValue getPrimaryInFullyProcessedWindowsRoot();
+    public abstract @Nullable WindowedValue<?> getPrimaryInFullyProcessedWindowsRoot();
 
-    public abstract @Nullable WindowedValue getPrimarySplitRoot();
+    public abstract @Nullable WindowedValue<?> getPrimarySplitRoot();
 
-    public abstract @Nullable WindowedValue getResidualSplitRoot();
+    public abstract @Nullable WindowedValue<?> getResidualSplitRoot();
 
-    public abstract @Nullable WindowedValue getResidualInUnprocessedWindowsRoot();
+    public abstract @Nullable WindowedValue<?> getResidualInUnprocessedWindowsRoot();
   }
 
   @AutoValue
   @AutoValue.CopyAnnotations
-  @SuppressWarnings({"rawtypes"})
   abstract static class SplitResultsWithStopIndex {
     public static SplitResultsWithStopIndex of(
         WindowedSplitResult windowSplit,
diff --git a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnHarness.java b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnHarness.java
index 5e2fa13a0e01b..4e35e0199967e 100644
--- a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnHarness.java
+++ b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/FnHarness.java
@@ -242,8 +242,7 @@ public static void main(
           new BeamFnDataGrpcClient(options, channelFactory::forDescriptor, outboundObserverFactory);
 
       BeamFnStateGrpcClientCache beamFnStateGrpcClientCache =
-          new BeamFnStateGrpcClientCache(
-              idGenerator, channelFactory::forDescriptor, outboundObserverFactory);
+          new BeamFnStateGrpcClientCache(idGenerator, channelFactory, outboundObserverFactory);
 
       FinalizeBundleHandler finalizeBundleHandler =
           new FinalizeBundleHandler(options.as(GcsOptions.class).getExecutorService());
diff --git a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCache.java b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCache.java
index abbe032b0ca6d..d028ef61d454c 100644
--- a/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCache.java
+++ b/sdks/java/harness/src/main/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCache.java
@@ -22,13 +22,12 @@
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentMap;
-import java.util.function.Function;
 import org.apache.beam.model.fnexecution.v1.BeamFnApi.StateRequest;
 import org.apache.beam.model.fnexecution.v1.BeamFnApi.StateResponse;
 import org.apache.beam.model.fnexecution.v1.BeamFnStateGrpc;
-import org.apache.beam.model.pipeline.v1.Endpoints;
 import org.apache.beam.model.pipeline.v1.Endpoints.ApiServiceDescriptor;
 import org.apache.beam.sdk.fn.IdGenerator;
+import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
 import org.apache.beam.sdk.fn.stream.OutboundObserverFactory;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.ManagedChannel;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.stub.StreamObserver;
@@ -47,22 +46,24 @@ public class BeamFnStateGrpcClientCache {
   private static final Logger LOG = LoggerFactory.getLogger(BeamFnStateGrpcClientCache.class);
 
   private final ConcurrentMap<ApiServiceDescriptor, BeamFnStateClient> cache;
-  private final Function<ApiServiceDescriptor, ManagedChannel> channelFactory;
+  private final ManagedChannelFactory channelFactory;
   private final OutboundObserverFactory outboundObserverFactory;
   private final IdGenerator idGenerator;
 
   public BeamFnStateGrpcClientCache(
       IdGenerator idGenerator,
-      Function<Endpoints.ApiServiceDescriptor, ManagedChannel> channelFactory,
+      ManagedChannelFactory channelFactory,
       OutboundObserverFactory outboundObserverFactory) {
     this.idGenerator = idGenerator;
-    this.channelFactory = channelFactory;
+    // We use the directExecutor because we just complete futures when handling responses.
+    // This showed a 1-2% improvement in the ProcessBundleBenchmark#testState* benchmarks.
+    this.channelFactory = channelFactory.withDirectExecutor();
     this.outboundObserverFactory = outboundObserverFactory;
     this.cache = new ConcurrentHashMap<>();
   }
 
   /**
-   * ( Creates or returns an existing {@link BeamFnStateClient} depending on whether the passed in
+   * Creates or returns an existing {@link BeamFnStateClient} depending on whether the passed in
    * {@link ApiServiceDescriptor} currently has a {@link BeamFnStateClient} bound to the same
    * channel.
    */
@@ -86,7 +87,7 @@ private class GrpcStateClient implements BeamFnStateClient {
     private GrpcStateClient(ApiServiceDescriptor apiServiceDescriptor) {
       this.apiServiceDescriptor = apiServiceDescriptor;
       this.outstandingRequests = new ConcurrentHashMap<>();
-      this.channel = channelFactory.apply(apiServiceDescriptor);
+      this.channel = channelFactory.forDescriptor(apiServiceDescriptor);
       this.outboundObserver =
           outboundObserverFactory.outboundObserverFor(
               BeamFnStateGrpc.newStub(channel)::state, new InboundObserver());
@@ -135,6 +136,8 @@ private synchronized void closeAndCleanUp(RuntimeException cause) {
      *
      * <p>Also propagates server side failures and closes completing any outstanding requests
      * exceptionally.
+     *
+     * <p>This implementation must never block since we use a direct executor.
      */
     private class InboundObserver implements StreamObserver<StateResponse> {
       @Override
diff --git a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/BeamFnControlClientTest.java b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/BeamFnControlClientTest.java
index 9ca5efc32a776..a84d1a0b58af9 100644
--- a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/BeamFnControlClientTest.java
+++ b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/control/BeamFnControlClientTest.java
@@ -40,8 +40,8 @@
 import org.apache.beam.model.fnexecution.v1.BeamFnApi.RegisterRequest;
 import org.apache.beam.model.fnexecution.v1.BeamFnControlGrpc;
 import org.apache.beam.model.pipeline.v1.Endpoints;
+import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
 import org.apache.beam.sdk.fn.stream.OutboundObserverFactory;
-import org.apache.beam.sdk.fn.test.InProcessManagedChannelFactory;
 import org.apache.beam.sdk.fn.test.TestStreams;
 import org.apache.beam.sdk.function.ThrowingFunction;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.Server;
@@ -142,7 +142,7 @@ public StreamObserver<BeamFnApi.InstructionResponse> control(
       BeamFnControlClient client =
           new BeamFnControlClient(
               apiServiceDescriptor,
-              InProcessManagedChannelFactory.create(),
+              ManagedChannelFactory.createInProcess(),
               OutboundObserverFactory.trivial(),
               executor,
               handlers);
@@ -216,7 +216,7 @@ public StreamObserver<BeamFnApi.InstructionResponse> control(
       BeamFnControlClient client =
           new BeamFnControlClient(
               apiServiceDescriptor,
-              InProcessManagedChannelFactory.create(),
+              ManagedChannelFactory.createInProcess(),
               OutboundObserverFactory.trivial(),
               executor,
               handlers);
diff --git a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCacheTest.java b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCacheTest.java
index 2fc2a0b12984e..e62df4669049d 100644
--- a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCacheTest.java
+++ b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/state/BeamFnStateGrpcClientCacheTest.java
@@ -34,13 +34,12 @@
 import org.apache.beam.model.fnexecution.v1.BeamFnStateGrpc;
 import org.apache.beam.model.pipeline.v1.Endpoints;
 import org.apache.beam.sdk.fn.IdGenerators;
+import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
 import org.apache.beam.sdk.fn.stream.OutboundObserverFactory;
 import org.apache.beam.sdk.fn.test.TestStreams;
-import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.ManagedChannel;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.Server;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.Status;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.StatusRuntimeException;
-import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.inprocess.InProcessChannelBuilder;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.inprocess.InProcessServerBuilder;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.stub.CallStreamObserver;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.stub.StreamObserver;
@@ -60,7 +59,6 @@ public class BeamFnStateGrpcClientCacheTest {
   private static final String SERVER_ERROR = "SERVER ERROR";
 
   private Endpoints.ApiServiceDescriptor apiServiceDescriptor;
-  private ManagedChannel testChannel;
   private Server testServer;
   private BeamFnStateGrpcClientCache clientCache;
   private BlockingQueue<StreamObserver<StateResponse>> outboundServerObservers;
@@ -75,7 +73,7 @@ public void setUp() throws Exception {
 
     apiServiceDescriptor =
         Endpoints.ApiServiceDescriptor.newBuilder()
-            .setUrl(this.getClass().getName() + "-" + UUID.randomUUID().toString())
+            .setUrl(this.getClass().getName() + "-" + UUID.randomUUID())
             .build();
     testServer =
         InProcessServerBuilder.forName(apiServiceDescriptor.getUrl())
@@ -91,29 +89,48 @@ public StreamObserver<StateRequest> state(
             .build();
     testServer.start();
 
-    testChannel = InProcessChannelBuilder.forName(apiServiceDescriptor.getUrl()).build();
-
     clientCache =
         new BeamFnStateGrpcClientCache(
             IdGenerators.decrementingLongs(),
-            (Endpoints.ApiServiceDescriptor descriptor) -> testChannel,
+            ManagedChannelFactory.createInProcess(),
             OutboundObserverFactory.trivial());
   }
 
   @After
   public void tearDown() throws Exception {
     testServer.shutdownNow();
-    testChannel.shutdownNow();
   }
 
   @Test
   public void testCachingOfClient() throws Exception {
-    assertSame(
-        clientCache.forApiServiceDescriptor(apiServiceDescriptor),
-        clientCache.forApiServiceDescriptor(apiServiceDescriptor));
-    assertNotSame(
-        clientCache.forApiServiceDescriptor(apiServiceDescriptor),
-        clientCache.forApiServiceDescriptor(Endpoints.ApiServiceDescriptor.getDefaultInstance()));
+    Endpoints.ApiServiceDescriptor otherApiServiceDescriptor =
+        Endpoints.ApiServiceDescriptor.newBuilder()
+            .setUrl(apiServiceDescriptor.getUrl() + "-other")
+            .build();
+    Server testServer2 =
+        InProcessServerBuilder.forName(otherApiServiceDescriptor.getUrl())
+            .addService(
+                new BeamFnStateGrpc.BeamFnStateImplBase() {
+                  @Override
+                  public StreamObserver<StateRequest> state(
+                      StreamObserver<StateResponse> outboundObserver) {
+                    throw new IllegalStateException("Unexpected in test.");
+                  }
+                })
+            .build();
+    testServer2.start();
+
+    try {
+
+      assertSame(
+          clientCache.forApiServiceDescriptor(apiServiceDescriptor),
+          clientCache.forApiServiceDescriptor(apiServiceDescriptor));
+      assertNotSame(
+          clientCache.forApiServiceDescriptor(apiServiceDescriptor),
+          clientCache.forApiServiceDescriptor(otherApiServiceDescriptor));
+    } finally {
+      testServer2.shutdownNow();
+    }
   }
 
   @Test
diff --git a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/status/BeamFnStatusClientTest.java b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/status/BeamFnStatusClientTest.java
index 50b728a63debe..c0229f23fbe3d 100644
--- a/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/status/BeamFnStatusClientTest.java
+++ b/sdks/java/harness/src/test/java/org/apache/beam/fn/harness/status/BeamFnStatusClientTest.java
@@ -44,7 +44,6 @@
 import org.apache.beam.model.pipeline.v1.Endpoints;
 import org.apache.beam.runners.core.metrics.ExecutionStateTracker;
 import org.apache.beam.sdk.fn.channel.ManagedChannelFactory;
-import org.apache.beam.sdk.fn.test.InProcessManagedChannelFactory;
 import org.apache.beam.sdk.fn.test.TestStreams;
 import org.apache.beam.sdk.options.PipelineOptionsFactory;
 import org.apache.beam.vendor.grpc.v1p43p2.io.grpc.Server;
@@ -81,7 +80,7 @@ public void testActiveBundleState() {
     when(handler.getBundleProcessorCache()).thenReturn(processorCache);
     when(processorCache.getActiveBundleProcessors()).thenReturn(bundleProcessorMap);
 
-    ManagedChannelFactory channelFactory = InProcessManagedChannelFactory.create();
+    ManagedChannelFactory channelFactory = ManagedChannelFactory.createInProcess();
     BeamFnStatusClient client =
         new BeamFnStatusClient(
             apiServiceDescriptor,
@@ -125,7 +124,7 @@ public StreamObserver<WorkerStatusResponse> workerStatus(
     try {
       BundleProcessorCache processorCache = mock(BundleProcessorCache.class);
       when(processorCache.getActiveBundleProcessors()).thenReturn(Collections.emptyMap());
-      ManagedChannelFactory channelFactory = InProcessManagedChannelFactory.create();
+      ManagedChannelFactory channelFactory = ManagedChannelFactory.createInProcess();
       new BeamFnStatusClient(
           apiServiceDescriptor,
           channelFactory::forDescriptor,
@@ -144,7 +143,7 @@ public StreamObserver<WorkerStatusResponse> workerStatus(
 
   @Test
   public void testCacheStatsExist() {
-    ManagedChannelFactory channelFactory = InProcessManagedChannelFactory.create();
+    ManagedChannelFactory channelFactory = ManagedChannelFactory.createInProcess();
     BeamFnStatusClient client =
         new BeamFnStatusClient(
             apiServiceDescriptor,

From 2b012d08c10a6fd9358dcee60293d1064c8c6d81 Mon Sep 17 00:00:00 2001
From: tvalentyn <tvalentyn@users.noreply.github.com>
Date: Mon, 28 Feb 2022 08:23:40 -0800
Subject: [PATCH 44/61] Build wheels for Python 3.9

---
 .github/workflows/build_wheels.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml
index ef40d5c6f93af..a85a8c729a659 100644
--- a/.github/workflows/build_wheels.yml
+++ b/.github/workflows/build_wheels.yml
@@ -207,13 +207,13 @@ jobs:
     strategy:
       matrix:
         os_python: [
-          {"os": "ubuntu-latest", "python": "cp36-* cp37-* cp38-*"},
-          {"os": "macos-latest", "python": "cp36-* cp37-* cp38-*"},
-          {"os": "windows-latest", "python": "cp36-* cp37-* cp38-*"},
+          {"os": "ubuntu-latest", "python": "cp36-* cp37-* cp38-* cp39-*"},
+          {"os": "macos-latest", "python": "cp36-* cp37-* cp38-* cp39-*"},
+          {"os": "windows-latest", "python": "cp36-* cp37-* cp38-* cp39-*"},
         ]
         arch: [auto]
         include:
-          - os_python: {"os": "ubuntu-latest", "python": "cp36-* cp37-* cp38-*"}
+          - os_python: {"os": "ubuntu-latest", "python": "cp36-* cp37-* cp38-* cp39-*"}
             arch: aarch64
     steps:
     - name: Download python source distribution from artifacts

From 07024513d7775a599c9c90768a6903909a0d1656 Mon Sep 17 00:00:00 2001
From: Alexander Zhuravlev <alexander.zhuravlev@akvelon.com>
Date: Mon, 28 Feb 2022 20:50:51 +0400
Subject: [PATCH 45/61] Merge pull request #16892 from [BEAM-13755]
 [Playground] Scroll the opened example to the context line

* [BEAM-13755] Added contextLine parameter to examples, reworked text scrolling

* [BEAM-13755] Improving text scrolling

* [BEAM-13755] Updated text scrolling in the editor textarea

* [BEAM-13755] Fixed PR Remarks
---
 .../editor/components/editor_textarea.dart    | 94 +++++++++++++------
 .../examples/models/example_model.dart        |  2 +
 .../example_client/grpc_example_client.dart   |  1 +
 3 files changed, 67 insertions(+), 30 deletions(-)

diff --git a/playground/frontend/lib/modules/editor/components/editor_textarea.dart b/playground/frontend/lib/modules/editor/components/editor_textarea.dart
index 42e505dadafed..cef01cf346040 100644
--- a/playground/frontend/lib/modules/editor/components/editor_textarea.dart
+++ b/playground/frontend/lib/modules/editor/components/editor_textarea.dart
@@ -31,7 +31,6 @@ import 'package:playground/modules/examples/models/example_model.dart';
 import 'package:playground/modules/sdk/models/sdk.dart';
 import 'package:provider/provider.dart';
 
-const kNumberOfStringsToSkip = 16;
 const kJavaRegExp = r'import\s[A-z.0-9]*\;\n\n[(\/\*\*)|(public)|(class)]';
 const kPythonRegExp = r'[^\S\r\n](import|as)[^\S\r\n][A-z]*\n\n';
 const kGoRegExp = r'[^\S\r\n]+\'
@@ -39,6 +38,7 @@ const kGoRegExp = r'[^\S\r\n]+\'
     r'.*'
     r'"'
     r'\n\)\n\n';
+const kAdditionalLinesForScrolling = 4;
 
 class EditorTextArea extends StatefulWidget {
   final SDK sdk;
@@ -65,6 +65,7 @@ class EditorTextArea extends StatefulWidget {
 class _EditorTextAreaState extends State<EditorTextArea> {
   CodeController? _codeController;
   var focusNode = FocusNode();
+  final GlobalKey codeFieldKey = LabeledGlobalKey('CodeFieldKey');
 
   @override
   void initState() {
@@ -86,10 +87,6 @@ class _EditorTextAreaState extends State<EditorTextArea> {
       webSpaceFix: false,
     );
 
-    if (widget.enableScrolling) {
-      _setTextScrolling();
-    }
-
     super.didChangeDependencies();
   }
 
@@ -102,6 +99,8 @@ class _EditorTextAreaState extends State<EditorTextArea> {
 
   @override
   Widget build(BuildContext context) {
+    WidgetsBinding.instance!.addPostFrameCallback((_) => _setTextScrolling());
+
     return Semantics(
       container: true,
       textField: true,
@@ -112,6 +111,7 @@ class _EditorTextAreaState extends State<EditorTextArea> {
       child: FocusScope(
         node: FocusScopeNode(canRequestFocus: widget.isEditable),
         child: CodeField(
+          key: codeFieldKey,
           focusNode: focusNode,
           enabled: widget.enabled,
           controller: _codeController!,
@@ -133,44 +133,78 @@ class _EditorTextAreaState extends State<EditorTextArea> {
     focusNode.requestFocus();
     if (_codeController!.text.isNotEmpty) {
       _codeController!.selection = TextSelection.fromPosition(
-        TextPosition(offset: _findOffset()),
+        TextPosition(
+          offset: _getOffset(),
+        ),
       );
     }
   }
 
-  _findOffset() {
+  int _getOffset() {
+    int contextLine = _getIndexOfContextLine();
+    String pattern = _getPattern(_getQntOfStringsOnScreen());
+
+    if (pattern == '' || pattern == '}') {
+      return _codeController!.text.lastIndexOf(pattern);
+    }
+
     return _codeController!.text.indexOf(
-      _skipStrings(kNumberOfStringsToSkip),
-      _getPositionAfterImportsAndLicenses(widget.sdk),
+      pattern,
+      contextLine,
     );
   }
 
-  String _skipStrings(int qntOfStrings) {
-    List<String> strings = _codeController!.text
-        .substring(_getPositionAfterImportsAndLicenses(widget.sdk))
-        .split('\n');
+  String _getPattern(int qntOfStrings) {
+    int contextLineIndex = _getIndexOfContextLine();
+    List<String> stringsAfterContextLine =
+        _codeController!.text.substring(contextLineIndex).split('\n');
+
     String result =
-        strings.length > qntOfStrings ? strings[qntOfStrings] : strings.last;
-    if (result == '') {
-      return _skipStrings(qntOfStrings - 1);
-    } else {
-      return result;
+        stringsAfterContextLine.length + kAdditionalLinesForScrolling >
+                qntOfStrings
+            ? _getResultSubstring(stringsAfterContextLine, qntOfStrings)
+            : stringsAfterContextLine.last;
+
+    return result;
+  }
+
+  int _getQntOfStringsOnScreen() {
+    RenderBox rBox =
+        codeFieldKey.currentContext?.findRenderObject() as RenderBox;
+    double height = rBox.size.height * .75;
+
+    return height ~/ kCodeFontSize;
+  }
+
+  int _getIndexOfContextLine() {
+    int ctxLineNumber = widget.example!.contextLine;
+    String contextLine = _codeController!.text.split('\n')[ctxLineNumber];
+
+    while (contextLine == '') {
+      ctxLineNumber -= 1;
+      contextLine = _codeController!.text.split('\n')[ctxLineNumber];
     }
+
+    return _codeController!.text.indexOf(contextLine);
   }
 
-  int _getPositionAfterImportsAndLicenses(SDK sdk) {
-    switch (sdk) {
-      case SDK.java:
-        return _codeController!.text.lastIndexOf(RegExp(kJavaRegExp));
-      case SDK.python:
-        return _codeController!.text.lastIndexOf(RegExp(kPythonRegExp));
-      case SDK.go:
-        return _codeController!.text.lastIndexOf(RegExp(kGoRegExp));
-      case SDK.scio:
-        return _codeController!.text.indexOf(
-          _codeController!.text.split('\n')[0],
-        );
+  // This function made for more accuracy in the process of finding an exact line.
+  String _getResultSubstring(
+    List<String> stringsAfterContextLine,
+    int qntOfStrings,
+  ) {
+    StringBuffer result = StringBuffer();
+
+    for (int i = qntOfStrings - kAdditionalLinesForScrolling;
+        i < qntOfStrings + kAdditionalLinesForScrolling;
+        i++) {
+      if (i == stringsAfterContextLine.length - 1) {
+        return result.toString();
+      }
+      result.write(stringsAfterContextLine[i] + '\n');
     }
+
+    return result.toString();
   }
 
   _getLanguageFromSdk() {
diff --git a/playground/frontend/lib/modules/examples/models/example_model.dart b/playground/frontend/lib/modules/examples/models/example_model.dart
index e6f850ae4815e..cd752c2872ac9 100644
--- a/playground/frontend/lib/modules/examples/models/example_model.dart
+++ b/playground/frontend/lib/modules/examples/models/example_model.dart
@@ -43,6 +43,7 @@ class ExampleModel with Comparable<ExampleModel> {
   final String name;
   final String path;
   final String description;
+  final int contextLine;
   bool isMultiFile;
   String? link;
   String? source;
@@ -56,6 +57,7 @@ class ExampleModel with Comparable<ExampleModel> {
     required this.path,
     required this.description,
     required this.type,
+    this.contextLine = 1,
     this.isMultiFile = false,
     this.link,
     this.source,
diff --git a/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart b/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
index 672b2e52cd6cb..8c9f71e5633a2 100644
--- a/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
+++ b/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
@@ -223,6 +223,7 @@ class GrpcExampleClient implements ExampleClient {
       description: example.description,
       type: _exampleTypeFromString(example.type),
       path: example.cloudPath,
+      contextLine: example.contextLine,
       pipelineOptions: example.pipelineOptions,
       isMultiFile: example.multifile,
       link: example.link,

From 75b41005a6fb439200498f1aa6f815de53b2cde3 Mon Sep 17 00:00:00 2001
From: Aydar Zainutdinov <aydar.zaynutdinov@akvelon.com>
Date: Mon, 28 Feb 2022 19:51:35 +0300
Subject: [PATCH 46/61] Merge pull request #16880 from [BEAM-13963][Playground]
 Get bucket name from environment variable

* [BEAM-13963][Playground]
Move name of the bucket to the environment_service

* [BEAM-13963][Playground]
fix typos
---
 playground/backend/cmd/server/controller.go   | 10 +++---
 playground/backend/cmd/server/server.go       |  6 ++--
 playground/backend/containers/go/Dockerfile   |  1 +
 playground/backend/containers/java/Dockerfile |  1 +
 .../backend/containers/python/Dockerfile      |  1 +
 .../backend/containers/router/Dockerfile      |  1 +
 playground/backend/containers/scio/Dockerfile |  1 +
 .../cloud_bucket/precompiled_objects.go       | 31 ++++++++++---------
 .../cloud_bucket/precompiled_objects_test.go  |  7 +++--
 .../internal/environment/application.go       | 11 ++++++-
 .../environment/environment_service.go        |  5 ++-
 .../environment/environment_service_test.go   |  6 ++--
 .../utils/precompiled_objects_utils.go        |  4 +--
 13 files changed, 53 insertions(+), 32 deletions(-)

diff --git a/playground/backend/cmd/server/controller.go b/playground/backend/cmd/server/controller.go
index 21fa1ccd33b5c..9397523be0f41 100644
--- a/playground/backend/cmd/server/controller.go
+++ b/playground/backend/cmd/server/controller.go
@@ -263,7 +263,7 @@ func (controller *playgroundController) GetPrecompiledObjects(ctx context.Contex
 	catalog, err := controller.cacheService.GetCatalog(ctx)
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjects(): cache error: %s", err.Error())
-		catalog, err = utils.GetCatalogFromStorage(ctx)
+		catalog, err = utils.GetCatalogFromStorage(ctx, controller.env.ApplicationEnvs.BucketName())
 		if err != nil {
 			return nil, errors.InternalError("Error during getting Precompiled Objects", "Error with cloud connection")
 		}
@@ -279,7 +279,7 @@ func (controller *playgroundController) GetPrecompiledObjects(ctx context.Contex
 // GetPrecompiledObjectCode returns the code of the specific example
 func (controller *playgroundController) GetPrecompiledObjectCode(ctx context.Context, info *pb.GetPrecompiledObjectCodeRequest) (*pb.GetPrecompiledObjectCodeResponse, error) {
 	cd := cloud_bucket.New()
-	codeString, err := cd.GetPrecompiledObject(ctx, info.GetCloudPath())
+	codeString, err := cd.GetPrecompiledObject(ctx, info.GetCloudPath(), controller.env.ApplicationEnvs.BucketName())
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjectCode(): cloud storage error: %s", err.Error())
 		return nil, errors.InternalError("Error during getting Precompiled Object's code", "Error with cloud connection")
@@ -291,7 +291,7 @@ func (controller *playgroundController) GetPrecompiledObjectCode(ctx context.Con
 // GetPrecompiledObjectOutput returns the output of the compiled and run example
 func (controller *playgroundController) GetPrecompiledObjectOutput(ctx context.Context, info *pb.GetPrecompiledObjectOutputRequest) (*pb.GetPrecompiledObjectOutputResponse, error) {
 	cd := cloud_bucket.New()
-	output, err := cd.GetPrecompiledObjectOutput(ctx, info.GetCloudPath())
+	output, err := cd.GetPrecompiledObjectOutput(ctx, info.GetCloudPath(), controller.env.ApplicationEnvs.BucketName())
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjectOutput(): cloud storage error: %s", err.Error())
 		return nil, errors.InternalError("Error during getting Precompiled Object's output", "Error with cloud connection")
@@ -303,7 +303,7 @@ func (controller *playgroundController) GetPrecompiledObjectOutput(ctx context.C
 // GetPrecompiledObjectLogs returns the logs of the compiled and run example
 func (controller *playgroundController) GetPrecompiledObjectLogs(ctx context.Context, info *pb.GetPrecompiledObjectLogsRequest) (*pb.GetPrecompiledObjectLogsResponse, error) {
 	cd := cloud_bucket.New()
-	logs, err := cd.GetPrecompiledObjectLogs(ctx, info.GetCloudPath())
+	logs, err := cd.GetPrecompiledObjectLogs(ctx, info.GetCloudPath(), controller.env.ApplicationEnvs.BucketName())
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjectLogs(): cloud storage error: %s", err.Error())
 		return nil, errors.InternalError("Error during getting Precompiled Object's logs", "Error with cloud connection")
@@ -315,7 +315,7 @@ func (controller *playgroundController) GetPrecompiledObjectLogs(ctx context.Con
 // GetPrecompiledObjectGraph returns the graph of the compiled and run example
 func (controller *playgroundController) GetPrecompiledObjectGraph(ctx context.Context, info *pb.GetPrecompiledObjectGraphRequest) (*pb.GetPrecompiledObjectGraphResponse, error) {
 	cb := cloud_bucket.New()
-	logs, err := cb.GetPrecompiledObjectGraph(ctx, info.GetCloudPath())
+	logs, err := cb.GetPrecompiledObjectGraph(ctx, info.GetCloudPath(), controller.env.ApplicationEnvs.BucketName())
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjectGraph(): cloud storage error: %s", err.Error())
 		return nil, errors.InternalError("Error during getting Precompiled Object's graph", "Error with cloud connection")
diff --git a/playground/backend/cmd/server/server.go b/playground/backend/cmd/server/server.go
index 44591cb1a168e..03cc61f1516c2 100644
--- a/playground/backend/cmd/server/server.go
+++ b/playground/backend/cmd/server/server.go
@@ -53,7 +53,7 @@ func runServer() error {
 
 	// Examples catalog should be retrieved and saved to cache only if the server doesn't suppose to run code, i.e. SDK is unspecified
 	if envService.BeamSdkEnvs.ApacheBeamSdk == pb.Sdk_SDK_UNSPECIFIED {
-		err = setupExamplesCatalog(ctx, cacheService)
+		err = setupExamplesCatalog(ctx, cacheService, envService.ApplicationEnvs.BucketName())
 		if err != nil {
 			return err
 		}
@@ -119,8 +119,8 @@ func setupCache(ctx context.Context, appEnv environment.ApplicationEnvs) (cache.
 }
 
 // setupExamplesCatalog saves precompiled objects catalog from storage to cache
-func setupExamplesCatalog(ctx context.Context, cacheService cache.Cache) error {
-	catalog, err := utils.GetCatalogFromStorage(ctx)
+func setupExamplesCatalog(ctx context.Context, cacheService cache.Cache, bucketName string) error {
+	catalog, err := utils.GetCatalogFromStorage(ctx, bucketName)
 	if err != nil {
 		return err
 	}
diff --git a/playground/backend/containers/go/Dockerfile b/playground/backend/containers/go/Dockerfile
index 8d71737b4df7c..b7243db14cdc7 100644
--- a/playground/backend/containers/go/Dockerfile
+++ b/playground/backend/containers/go/Dockerfile
@@ -54,6 +54,7 @@ ENV SERVER_IP=0.0.0.0
 ENV SERVER_PORT=8080
 ENV APP_WORK_DIR=/opt/playground/backend/
 ENV BEAM_SDK="SDK_GO"
+ENV BUCKET_NAME="playground-precompiled-objects"
 ## Copy build result
 COPY src/configs /opt/playground/backend/configs/
 
diff --git a/playground/backend/containers/java/Dockerfile b/playground/backend/containers/java/Dockerfile
index 334fdb28eccd0..603cca4b8cb74 100644
--- a/playground/backend/containers/java/Dockerfile
+++ b/playground/backend/containers/java/Dockerfile
@@ -45,6 +45,7 @@ ENV SERVER_IP=0.0.0.0
 ENV SERVER_PORT=8080
 ENV APP_WORK_DIR=/opt/playground/backend/
 ENV BEAM_SDK="SDK_JAVA"
+ENV BUCKET_NAME="playground-precompiled-objects"
 
 # Copy build result
 COPY --from=build /go/bin/server_java_backend /opt/playground/backend/
diff --git a/playground/backend/containers/python/Dockerfile b/playground/backend/containers/python/Dockerfile
index aac53bb5de676..65e28fac1ec04 100644
--- a/playground/backend/containers/python/Dockerfile
+++ b/playground/backend/containers/python/Dockerfile
@@ -42,6 +42,7 @@ ENV SERVER_IP=0.0.0.0
 ENV SERVER_PORT=8080
 ENV APP_WORK_DIR=/opt/playground/backend/
 ENV BEAM_SDK="SDK_PYTHON"
+ENV BUCKET_NAME="playground-precompiled-objects"
 
 # Copy build result
 COPY --from=build /go/bin/server_python_backend /opt/playground/backend/
diff --git a/playground/backend/containers/router/Dockerfile b/playground/backend/containers/router/Dockerfile
index d10745c81a2b1..d123ca17ebd52 100644
--- a/playground/backend/containers/router/Dockerfile
+++ b/playground/backend/containers/router/Dockerfile
@@ -59,6 +59,7 @@ ENV SERVER_IP=0.0.0.0
 ENV SERVER_PORT=8080
 ENV APP_WORK_DIR=/opt/playground/backend/
 ENV BEAM_SDK="SDK_UNSPECIFIED"
+ENV BUCKET_NAME="playground-precompiled-objects"
 
 # Copy build result
 COPY --from=build /go/bin/server_go_backend /opt/playground/backend/
diff --git a/playground/backend/containers/scio/Dockerfile b/playground/backend/containers/scio/Dockerfile
index ecec756177d66..8031b1fdb2734 100644
--- a/playground/backend/containers/scio/Dockerfile
+++ b/playground/backend/containers/scio/Dockerfile
@@ -40,6 +40,7 @@ ENV SERVER_IP=0.0.0.0
 ENV SERVER_PORT=8080
 ENV APP_WORK_DIR=/opt/playground/backend/
 ENV BEAM_SDK="SDK_SCIO"
+ENV BUCKET_NAME="playground-precompiled-objects"
 
 # Copy build result
 COPY --from=build /go/bin/server_scio_backend /opt/playground/backend/
diff --git a/playground/backend/internal/cloud_bucket/precompiled_objects.go b/playground/backend/internal/cloud_bucket/precompiled_objects.go
index 078dad02a2289..09dda526a9a27 100644
--- a/playground/backend/internal/cloud_bucket/precompiled_objects.go
+++ b/playground/backend/internal/cloud_bucket/precompiled_objects.go
@@ -32,7 +32,6 @@ import (
 )
 
 const (
-	BucketName       = "playground-precompiled-objects"
 	OutputExtension  = "output"
 	LogsExtension    = "log"
 	GraphExtension   = "graph"
@@ -114,12 +113,12 @@ func New() *CloudStorage {
 }
 
 // GetPrecompiledObject returns the source code of the example
-func (cd *CloudStorage) GetPrecompiledObject(ctx context.Context, precompiledObjectPath string) (string, error) {
+func (cd *CloudStorage) GetPrecompiledObject(ctx context.Context, precompiledObjectPath, bucketName string) (string, error) {
 	extension, err := getFileExtensionBySdk(precompiledObjectPath)
 	if err != nil {
 		return "", err
 	}
-	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, extension)
+	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, extension, bucketName)
 	if err != nil {
 		return "", err
 	}
@@ -128,8 +127,8 @@ func (cd *CloudStorage) GetPrecompiledObject(ctx context.Context, precompiledObj
 }
 
 // GetPrecompiledObjectOutput returns the run output of the example
-func (cd *CloudStorage) GetPrecompiledObjectOutput(ctx context.Context, precompiledObjectPath string) (string, error) {
-	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, OutputExtension)
+func (cd *CloudStorage) GetPrecompiledObjectOutput(ctx context.Context, precompiledObjectPath, bucketName string) (string, error) {
+	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, OutputExtension, bucketName)
 	if err != nil {
 		return "", err
 	}
@@ -138,8 +137,8 @@ func (cd *CloudStorage) GetPrecompiledObjectOutput(ctx context.Context, precompi
 }
 
 // GetPrecompiledObjectLogs returns the logs of the example
-func (cd *CloudStorage) GetPrecompiledObjectLogs(ctx context.Context, precompiledObjectPath string) (string, error) {
-	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, LogsExtension)
+func (cd *CloudStorage) GetPrecompiledObjectLogs(ctx context.Context, precompiledObjectPath, bucketName string) (string, error) {
+	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, LogsExtension, bucketName)
 	if err != nil {
 		return "", err
 	}
@@ -148,8 +147,8 @@ func (cd *CloudStorage) GetPrecompiledObjectLogs(ctx context.Context, precompile
 }
 
 // GetPrecompiledObjectGraph returns the graph of the example
-func (cd *CloudStorage) GetPrecompiledObjectGraph(ctx context.Context, precompiledObjectPath string) (string, error) {
-	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, GraphExtension)
+func (cd *CloudStorage) GetPrecompiledObjectGraph(ctx context.Context, precompiledObjectPath, bucketName string) (string, error) {
+	data, err := cd.getFileFromBucket(ctx, precompiledObjectPath, GraphExtension, bucketName)
 	if err != nil {
 		return "", err
 	}
@@ -157,7 +156,7 @@ func (cd *CloudStorage) GetPrecompiledObjectGraph(ctx context.Context, precompil
 }
 
 // GetPrecompiledObjects returns stored at the cloud storage bucket precompiled objects for the target category
-func (cd *CloudStorage) GetPrecompiledObjects(ctx context.Context, targetSdk pb.Sdk, targetCategory string) (*SdkToCategories, error) {
+func (cd *CloudStorage) GetPrecompiledObjects(ctx context.Context, targetSdk pb.Sdk, targetCategory, bucketName string) (*SdkToCategories, error) {
 	client, err := storage.NewClient(ctx, option.WithoutAuthentication())
 	if err != nil {
 		return nil, fmt.Errorf("storage.NewClient: %v", err)
@@ -168,7 +167,7 @@ func (cd *CloudStorage) GetPrecompiledObjects(ctx context.Context, targetSdk pb.
 	defer cancel()
 
 	precompiledObjects := make(SdkToCategories, 0)
-	bucket := client.Bucket(BucketName)
+	bucket := client.Bucket(bucketName)
 
 	dirs, err := cd.getPrecompiledObjectsDirs(ctx, targetSdk, bucket)
 	if err != nil {
@@ -229,7 +228,11 @@ func (cd *CloudStorage) getPrecompiledObjectsDirs(ctx context.Context, targetSdk
 			break
 		}
 		if err != nil {
-			return nil, fmt.Errorf("Bucket(%q).Objects: %v", BucketName, err)
+			bucketAttrs, errWithAttrs := bucket.Attrs(ctx)
+			if errWithAttrs != nil {
+				return nil, fmt.Errorf("error during receiving bucket's attributes: %s", err)
+			}
+			return nil, fmt.Errorf("Bucket(%q).Objects: %v", bucketAttrs.Name, err)
 		}
 		path := attrs.Name
 		if isPathToPrecompiledObjectFile(path) {
@@ -258,7 +261,7 @@ func appendPrecompiledObject(objectInfo ObjectInfo, sdkToCategories *SdkToCatego
 }
 
 // getFileFromBucket receives the file from the bucket by its name
-func (cd *CloudStorage) getFileFromBucket(ctx context.Context, pathToObject string, extension string) ([]byte, error) {
+func (cd *CloudStorage) getFileFromBucket(ctx context.Context, pathToObject string, extension, bucketName string) ([]byte, error) {
 	client, err := storage.NewClient(ctx, option.WithoutAuthentication())
 	if err != nil {
 		return nil, fmt.Errorf("storage.NewClient: %v", err)
@@ -268,7 +271,7 @@ func (cd *CloudStorage) getFileFromBucket(ctx context.Context, pathToObject stri
 	ctx, cancel := context.WithTimeout(ctx, Timeout)
 	defer cancel()
 
-	bucket := client.Bucket(BucketName)
+	bucket := client.Bucket(bucketName)
 
 	filePath := getFullFilePath(pathToObject, extension)
 	rc, err := bucket.Object(filePath).NewReader(ctx)
diff --git a/playground/backend/internal/cloud_bucket/precompiled_objects_test.go b/playground/backend/internal/cloud_bucket/precompiled_objects_test.go
index 84794f5270abc..30beb10ea2b52 100644
--- a/playground/backend/internal/cloud_bucket/precompiled_objects_test.go
+++ b/playground/backend/internal/cloud_bucket/precompiled_objects_test.go
@@ -25,6 +25,7 @@ import (
 const (
 	precompiledObjectPath = "SDK_JAVA/MinimalWordCount"
 	targetSdk             = pb.Sdk_SDK_UNSPECIFIED
+	defaultBucketName     = "playground-precompiled-objects"
 )
 
 var bucket *CloudStorage
@@ -240,18 +241,18 @@ func Test_getFileExtensionBySdk(t *testing.T) {
 
 func Benchmark_GetPrecompiledObjects(b *testing.B) {
 	for i := 0; i < b.N; i++ {
-		_, _ = bucket.GetPrecompiledObjects(ctx, targetSdk, "")
+		_, _ = bucket.GetPrecompiledObjects(ctx, targetSdk, "", defaultBucketName)
 	}
 }
 
 func Benchmark_GetPrecompiledObjectOutput(b *testing.B) {
 	for i := 0; i < b.N; i++ {
-		_, _ = bucket.GetPrecompiledObjectOutput(ctx, precompiledObjectPath)
+		_, _ = bucket.GetPrecompiledObjectOutput(ctx, precompiledObjectPath, defaultBucketName)
 	}
 }
 
 func Benchmark_GetPrecompiledObject(b *testing.B) {
 	for i := 0; i < b.N; i++ {
-		_, _ = bucket.GetPrecompiledObject(ctx, precompiledObjectPath)
+		_, _ = bucket.GetPrecompiledObject(ctx, precompiledObjectPath, defaultBucketName)
 	}
 }
diff --git a/playground/backend/internal/environment/application.go b/playground/backend/internal/environment/application.go
index 7b0318bf11882..13fbcb6e09990 100644
--- a/playground/backend/internal/environment/application.go
+++ b/playground/backend/internal/environment/application.go
@@ -99,10 +99,13 @@ type ApplicationEnvs struct {
 
 	// pipelinesFolder is name of folder in which the pipelines resources are stored
 	pipelinesFolder string
+
+	// bucketName is a name of the GCS's bucket with examples
+	bucketName string
 }
 
 // NewApplicationEnvs constructor for ApplicationEnvs
-func NewApplicationEnvs(workingDir, launchSite, projectId, pipelinesFolder string, cacheEnvs *CacheEnvs, pipelineExecuteTimeout time.Duration) *ApplicationEnvs {
+func NewApplicationEnvs(workingDir, launchSite, projectId, pipelinesFolder string, cacheEnvs *CacheEnvs, pipelineExecuteTimeout time.Duration, bucketName string) *ApplicationEnvs {
 	return &ApplicationEnvs{
 		workingDir:             workingDir,
 		cacheEnvs:              cacheEnvs,
@@ -110,6 +113,7 @@ func NewApplicationEnvs(workingDir, launchSite, projectId, pipelinesFolder strin
 		launchSite:             launchSite,
 		projectId:              projectId,
 		pipelinesFolder:        pipelinesFolder,
+		bucketName:             bucketName,
 	}
 }
 
@@ -142,3 +146,8 @@ func (ae *ApplicationEnvs) GoogleProjectId() string {
 func (ae *ApplicationEnvs) PipelinesFolder() string {
 	return ae.pipelinesFolder
 }
+
+// BucketName returns name of the GCS's bucket with examples
+func (ae *ApplicationEnvs) BucketName() string {
+	return ae.bucketName
+}
diff --git a/playground/backend/internal/environment/environment_service.go b/playground/backend/internal/environment/environment_service.go
index 9f4c8a5eaafe1..16f81221b7df2 100644
--- a/playground/backend/internal/environment/environment_service.go
+++ b/playground/backend/internal/environment/environment_service.go
@@ -60,6 +60,8 @@ const (
 	jsonExt                       = ".json"
 	configFolderName              = "configs"
 	defaultNumOfParallelJobs      = 20
+	bucketNameKey                 = "BUCKET_NAME"
+	defaultBucketName             = "playground-precompiled-objects"
 )
 
 // Environment operates with environment structures: NetworkEnvs, BeamEnvs, ApplicationEnvs
@@ -101,6 +103,7 @@ func GetApplicationEnvsFromOsEnvs() (*ApplicationEnvs, error) {
 	launchSite := getEnv(launchSiteKey, defaultLaunchSite)
 	projectId := os.Getenv(projectIdKey)
 	pipelinesFolder := getEnv(pipelinesFolderKey, defaultPipelinesFolder)
+	bucketName := getEnv(bucketNameKey, defaultBucketName)
 
 	if value, present := os.LookupEnv(cacheKeyExpirationTimeKey); present {
 		if converted, err := time.ParseDuration(value); err == nil {
@@ -118,7 +121,7 @@ func GetApplicationEnvsFromOsEnvs() (*ApplicationEnvs, error) {
 	}
 
 	if value, present := os.LookupEnv(workingDirKey); present {
-		return NewApplicationEnvs(value, launchSite, projectId, pipelinesFolder, NewCacheEnvs(cacheType, cacheAddress, cacheExpirationTime), pipelineExecuteTimeout), nil
+		return NewApplicationEnvs(value, launchSite, projectId, pipelinesFolder, NewCacheEnvs(cacheType, cacheAddress, cacheExpirationTime), pipelineExecuteTimeout, bucketName), nil
 	}
 	return nil, errors.New("APP_WORK_DIR env should be provided with os.env")
 }
diff --git a/playground/backend/internal/environment/environment_service_test.go b/playground/backend/internal/environment/environment_service_test.go
index 94bc2eda194a3..aef7186f9d242 100644
--- a/playground/backend/internal/environment/environment_service_test.go
+++ b/playground/backend/internal/environment/environment_service_test.go
@@ -93,7 +93,7 @@ func TestNewEnvironment(t *testing.T) {
 		{name: "create env service with default envs", want: &Environment{
 			NetworkEnvs:     *NewNetworkEnvs(defaultIp, defaultPort, defaultProtocol),
 			BeamSdkEnvs:     *NewBeamEnvs(defaultSdk, executorConfig, preparedModDir, 0),
-			ApplicationEnvs: *NewApplicationEnvs("/app", defaultLaunchSite, defaultProjectId, defaultPipelinesFolder, &CacheEnvs{defaultCacheType, defaultCacheAddress, defaultCacheKeyExpirationTime}, defaultPipelineExecuteTimeout),
+			ApplicationEnvs: *NewApplicationEnvs("/app", defaultLaunchSite, defaultProjectId, defaultPipelinesFolder, &CacheEnvs{defaultCacheType, defaultCacheAddress, defaultCacheKeyExpirationTime}, defaultPipelineExecuteTimeout, defaultBucketName),
 		}},
 	}
 	for _, tt := range tests {
@@ -101,7 +101,7 @@ func TestNewEnvironment(t *testing.T) {
 			if got := NewEnvironment(
 				*NewNetworkEnvs(defaultIp, defaultPort, defaultProtocol),
 				*NewBeamEnvs(defaultSdk, executorConfig, preparedModDir, 0),
-				*NewApplicationEnvs("/app", defaultLaunchSite, defaultProjectId, defaultPipelinesFolder, &CacheEnvs{defaultCacheType, defaultCacheAddress, defaultCacheKeyExpirationTime}, defaultPipelineExecuteTimeout)); !reflect.DeepEqual(got, tt.want) {
+				*NewApplicationEnvs("/app", defaultLaunchSite, defaultProjectId, defaultPipelinesFolder, &CacheEnvs{defaultCacheType, defaultCacheAddress, defaultCacheKeyExpirationTime}, defaultPipelineExecuteTimeout, defaultBucketName)); !reflect.DeepEqual(got, tt.want) {
 				t.Errorf("NewEnvironment() = %v, want %v", got, tt.want)
 			}
 		})
@@ -210,7 +210,7 @@ func Test_getApplicationEnvsFromOsEnvs(t *testing.T) {
 	}{
 		{
 			name:      "working dir is provided",
-			want:      NewApplicationEnvs("/app", defaultLaunchSite, defaultProjectId, defaultPipelinesFolder, &CacheEnvs{defaultCacheType, defaultCacheAddress, defaultCacheKeyExpirationTime}, defaultPipelineExecuteTimeout),
+			want:      NewApplicationEnvs("/app", defaultLaunchSite, defaultProjectId, defaultPipelinesFolder, &CacheEnvs{defaultCacheType, defaultCacheAddress, defaultCacheKeyExpirationTime}, defaultPipelineExecuteTimeout, defaultBucketName),
 			wantErr:   false,
 			envsToSet: map[string]string{workingDirKey: "/app", launchSiteKey: defaultLaunchSite, projectIdKey: defaultProjectId},
 		},
diff --git a/playground/backend/internal/utils/precompiled_objects_utils.go b/playground/backend/internal/utils/precompiled_objects_utils.go
index 4fbef4b411313..9f38c7d0026a4 100644
--- a/playground/backend/internal/utils/precompiled_objects_utils.go
+++ b/playground/backend/internal/utils/precompiled_objects_utils.go
@@ -44,9 +44,9 @@ func PutPrecompiledObjectsToCategory(categoryName string, precompiledObjects *cl
 }
 
 // GetCatalogFromStorage returns the precompiled objects catalog from the cloud storage
-func GetCatalogFromStorage(ctx context.Context) ([]*pb.Categories, error) {
+func GetCatalogFromStorage(ctx context.Context, bucketName string) ([]*pb.Categories, error) {
 	bucket := cloud_bucket.New()
-	sdkToCategories, err := bucket.GetPrecompiledObjects(ctx, pb.Sdk_SDK_UNSPECIFIED, "")
+	sdkToCategories, err := bucket.GetPrecompiledObjects(ctx, pb.Sdk_SDK_UNSPECIFIED, "", bucketName)
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjects(): cloud storage error: %s", err.Error())
 		return nil, err

From a441847f3dec71123c1da06236cebcc51d3ef0ab Mon Sep 17 00:00:00 2001
From: Aydar Zainutdinov <aydar.zaynutdinov@akvelon.com>
Date: Mon, 28 Feb 2022 19:52:50 +0300
Subject: [PATCH 47/61] Merge pull request #16870 from [BEAM-13874][Playground]
 Tag multifile examples

* add tag for WindowedWordCount

* Add tag for TfIdf.java
Add tag for TopWikipediaSessions.java
Add tag for TrafficMaxLaneFlow.java
Add tag for TrafficRoutes.java
Update tag for WindowedWordCount.java
Update tag for ReadFromText python kata

* Update tag for TopWikipediaSessions.java
Add tag for user_score.py

* [BEAM-13874][Playground]
Update description for tags

* [BEAM-13874][Playground]
Update tag's description

* [BEAM-13874][Playground]
Update tags category
---
 .../apache/beam/examples/WindowedWordCount.java    | 13 +++++++++++++
 .../org/apache/beam/examples/complete/TfIdf.java   | 12 ++++++++++++
 .../examples/complete/TopWikipediaSessions.java    | 13 +++++++++++++
 .../beam/examples/complete/TrafficMaxLaneFlow.java | 13 +++++++++++++
 .../beam/examples/complete/TrafficRoutes.java      | 14 ++++++++++++++
 .../katas/python/IO/TextIO/ReadFromText/task.py    |  2 +-
 .../examples/complete/game/user_score.py           | 13 +++++++++++++
 7 files changed, 79 insertions(+), 1 deletion(-)

diff --git a/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java b/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java
index 769b5662c4cef..d04dc176be3dd 100644
--- a/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java
+++ b/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java
@@ -17,6 +17,19 @@
  */
 package org.apache.beam.examples;
 
+// beam-playground:
+//   name: WindowedWordCount
+//   description: An example that counts words in text, and can run over either
+//     unbounded or bounded input collections.
+//   multifile: true
+//   pipeline_options: --output output.txt
+//   context_line: 103
+//   categories:
+//     - Combiners
+//     - Options
+//     - Windowing
+//     - Quickstart
+
 import java.io.IOException;
 import java.util.concurrent.ThreadLocalRandom;
 import org.apache.beam.examples.common.ExampleBigQueryTableOptions;
diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java
index fe176ec51aca0..76115dc81681b 100644
--- a/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java
+++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java
@@ -17,6 +17,18 @@
  */
 package org.apache.beam.examples.complete;
 
+// beam-playground:
+//   name: TfIdf
+//   description: An example that computes a basic TF-IDF search table for a directory or
+//     GCS prefix.
+//   multifile: true
+//   pipeline_options: --output output.txt
+//   context_line: 97
+//   categories:
+//     - Combiners
+//     - Options
+//     - Joins
+
 import java.io.File;
 import java.io.IOException;
 import java.net.URI;
diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java
index 01cd3a223b795..f02e04b7ff595 100644
--- a/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java
+++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java
@@ -17,6 +17,19 @@
  */
 package org.apache.beam.examples.complete;
 
+// beam-playground:
+//   name: TopWikipediaSessions
+//   description: An example that reads Wikipedia edit data from Cloud Storage and computes
+//     the user with the longest string of edits separated by no more than an hour within
+//     each month.
+//   multifile: true
+//   pipeline_options: --output output.txt
+//   context_line: 84
+//   categories:
+//     - Combiners
+//     - Options
+//     - Windowing
+
 import com.google.api.services.bigquery.model.TableRow;
 import java.io.IOException;
 import java.math.BigDecimal;
diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java
index 23a02a84065a1..f80f264dff6a3 100644
--- a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java
+++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java
@@ -17,6 +17,19 @@
  */
 package org.apache.beam.examples.complete;
 
+// beam-playground:
+//   name: TrafficMaxLaneFlow
+//   description: An example that analyzes traffic sensor data using SlidingWindows. For each
+//     window, it finds the lane that had the highest flow recorded, for each sensor station.
+//     It writes those max values along with auxiliary info to a BigQuery table.
+//   multifile: true
+//   context_line: 92
+//   categories:
+//     - Combiners
+//     - Streaming
+//     - Options
+//     - Windowing
+
 import com.google.api.services.bigquery.model.TableFieldSchema;
 import com.google.api.services.bigquery.model.TableReference;
 import com.google.api.services.bigquery.model.TableRow;
diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java
index bc30b56b28858..832f6fc74f230 100644
--- a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java
+++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java
@@ -17,6 +17,20 @@
  */
 package org.apache.beam.examples.complete;
 
+// beam-playground:
+//   name: TrafficRoutes
+//   description: An example that analyzes traffic sensor data using SlidingWindows.
+//     For each window, it calculates the average speed over the window for some small set
+//     of predefined 'routes', and looks for 'slowdowns' in those routes. It writes its
+//     results to a BigQuery table.
+//   multifile: true
+//   context_line: 97
+//   categories:
+//     - Combiners
+//     - Streaming
+//     - Options
+//     - Windowing
+
 import com.google.api.services.bigquery.model.TableFieldSchema;
 import com.google.api.services.bigquery.model.TableReference;
 import com.google.api.services.bigquery.model.TableRow;
diff --git a/learning/katas/python/IO/TextIO/ReadFromText/task.py b/learning/katas/python/IO/TextIO/ReadFromText/task.py
index e3e8deff4c307..1121779328bf7 100644
--- a/learning/katas/python/IO/TextIO/ReadFromText/task.py
+++ b/learning/katas/python/IO/TextIO/ReadFromText/task.py
@@ -17,7 +17,7 @@
 # beam-playground:
 #   name: ReadFromText
 #   description: Task from katas to read from text files.
-#   multifile: false
+#   multifile: true
 #   context_line: 29
 #   categories:
 #     - IO
diff --git a/sdks/python/apache_beam/examples/complete/game/user_score.py b/sdks/python/apache_beam/examples/complete/game/user_score.py
index 6a97d7e2ed3b9..be8e9799fe2cd 100644
--- a/sdks/python/apache_beam/examples/complete/game/user_score.py
+++ b/sdks/python/apache_beam/examples/complete/game/user_score.py
@@ -56,6 +56,19 @@
 
 # pytype: skip-file
 
+# beam-playground:
+#   name: UserScore
+#   description: batch processing; reading input from Google Cloud Storage or a
+#     from a local text file, and writing output to a text file; using
+#     standalone DoFns; use of the CombinePerKey transform.
+#   multifile: true
+#   pipeline_options: --output output.txt
+#   context_line: 81
+#   categories:
+#     - Batch
+#     - Combiners
+#     - Options
+
 import argparse
 import csv
 import logging

From af50774d9c9082648cfeefbc81730a7e4a893682 Mon Sep 17 00:00:00 2001
From: Alexander Zhuravlev <alexander.zhuravlev@akvelon.com>
Date: Mon, 28 Feb 2022 20:56:13 +0400
Subject: [PATCH 48/61] Merge pull request #16910 from [BEAM-13724]
 [Playground] Get the default example on the frontend

* [BEAM-13724] Created getDefaultExample method, updated catalog methods (now it loads asynchronously)

* [BEAM-13724] Fixed "example == null" bug, that appears after getting into the playground with the "Try in playground" button

* [BEAM-13724] Fixed PR Remarks
---
 .../example_client/example_client.dart        |  5 ++
 .../example_client/grpc_example_client.dart   | 24 +++++++-
 .../repositories/example_repository.dart      |  8 +++
 .../models/get_default_example_response.dart  | 25 +++++++++
 .../modules/sdk/components/sdk_selector.dart  |  2 +-
 .../components/playground_page_providers.dart | 21 +++++--
 .../playground/states/examples_state.dart     | 55 ++++++++++++-------
 7 files changed, 113 insertions(+), 27 deletions(-)
 create mode 100644 playground/frontend/lib/modules/examples/repositories/models/get_default_example_response.dart

diff --git a/playground/frontend/lib/modules/examples/repositories/example_client/example_client.dart b/playground/frontend/lib/modules/examples/repositories/example_client/example_client.dart
index 204ab49a8ac68..389cf54859f78 100644
--- a/playground/frontend/lib/modules/examples/repositories/example_client/example_client.dart
+++ b/playground/frontend/lib/modules/examples/repositories/example_client/example_client.dart
@@ -17,6 +17,7 @@
  */
 
 import 'package:playground/modules/editor/repository/code_repository/code_client/output_response.dart';
+import 'package:playground/modules/examples/repositories/models/get_default_example_response.dart';
 import 'package:playground/modules/examples/repositories/models/get_example_request.dart';
 import 'package:playground/modules/examples/repositories/models/get_example_response.dart';
 import 'package:playground/modules/examples/repositories/models/get_list_of_examples_request.dart';
@@ -29,6 +30,10 @@ abstract class ExampleClient {
 
   Future<GetExampleResponse> getExample(GetExampleRequestWrapper request);
 
+  Future<GetDefaultExampleResponse> getDefaultExample(
+    GetExampleRequestWrapper request,
+  );
+
   Future<OutputResponse> getExampleOutput(GetExampleRequestWrapper request);
 
   Future<OutputResponse> getExampleLogs(GetExampleRequestWrapper request);
diff --git a/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart b/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
index 8c9f71e5633a2..f7ead0ad9f316 100644
--- a/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
+++ b/playground/frontend/lib/modules/examples/repositories/example_client/grpc_example_client.dart
@@ -17,13 +17,14 @@
  */
 
 import 'package:grpc/grpc_web.dart';
-import 'package:playground/config.g.dart';
 import 'package:playground/api/iis_workaround_channel.dart';
 import 'package:playground/api/v1/api.pbgrpc.dart' as grpc;
+import 'package:playground/config.g.dart';
 import 'package:playground/modules/editor/repository/code_repository/code_client/output_response.dart';
 import 'package:playground/modules/examples/models/category_model.dart';
 import 'package:playground/modules/examples/models/example_model.dart';
 import 'package:playground/modules/examples/repositories/example_client/example_client.dart';
+import 'package:playground/modules/examples/repositories/models/get_default_example_response.dart';
 import 'package:playground/modules/examples/repositories/models/get_example_request.dart';
 import 'package:playground/modules/examples/repositories/models/get_example_response.dart';
 import 'package:playground/modules/examples/repositories/models/get_list_of_examples_request.dart';
@@ -54,6 +55,19 @@ class GrpcExampleClient implements ExampleClient {
     );
   }
 
+  @override
+  Future<GetDefaultExampleResponse> getDefaultExample(
+    GetExampleRequestWrapper request,
+  ) {
+    return _runSafely(
+      () => _defaultClient
+          .getDefaultPrecompiledObject(
+              _getDefaultExampleRequestToGrpcRequest(request))
+          .then((response) => GetDefaultExampleResponse(
+              _toExampleModel(response.precompiledObject))),
+    );
+  }
+
   @override
   Future<GetExampleResponse> getExample(GetExampleRequestWrapper request) {
     return _runSafely(
@@ -126,6 +140,14 @@ class GrpcExampleClient implements ExampleClient {
           : _getGrpcSdk(request.sdk!);
   }
 
+  grpc.GetDefaultPrecompiledObjectRequest
+      _getDefaultExampleRequestToGrpcRequest(
+    GetExampleRequestWrapper request,
+  ) {
+    return grpc.GetDefaultPrecompiledObjectRequest()
+      ..sdk = _getGrpcSdk(request.sdk);
+  }
+
   grpc.GetPrecompiledObjectCodeRequest _getExampleCodeRequestToGrpcRequest(
     GetExampleRequestWrapper request,
   ) {
diff --git a/playground/frontend/lib/modules/examples/repositories/example_repository.dart b/playground/frontend/lib/modules/examples/repositories/example_repository.dart
index b45f70180a16c..83365d9372072 100644
--- a/playground/frontend/lib/modules/examples/repositories/example_repository.dart
+++ b/playground/frontend/lib/modules/examples/repositories/example_repository.dart
@@ -17,6 +17,7 @@
  */
 
 import 'package:playground/modules/examples/models/category_model.dart';
+import 'package:playground/modules/examples/models/example_model.dart';
 import 'package:playground/modules/examples/repositories/example_client/example_client.dart';
 import 'package:playground/modules/examples/repositories/models/get_example_request.dart';
 import 'package:playground/modules/examples/repositories/models/get_list_of_examples_request.dart';
@@ -36,6 +37,13 @@ class ExampleRepository {
     return result.categories;
   }
 
+  Future<ExampleModel> getDefaultExample(
+    GetExampleRequestWrapper request,
+  ) async {
+    final result = await _client.getDefaultExample(request);
+    return result.example;
+  }
+
   Future<String> getExampleSource(GetExampleRequestWrapper request) async {
     final result = await _client.getExample(request);
     return result.code;
diff --git a/playground/frontend/lib/modules/examples/repositories/models/get_default_example_response.dart b/playground/frontend/lib/modules/examples/repositories/models/get_default_example_response.dart
new file mode 100644
index 0000000000000..bec04a028d960
--- /dev/null
+++ b/playground/frontend/lib/modules/examples/repositories/models/get_default_example_response.dart
@@ -0,0 +1,25 @@
+/*
+ * 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.
+ */
+
+import 'package:playground/modules/examples/models/example_model.dart';
+
+class GetDefaultExampleResponse {
+  final ExampleModel example;
+
+  GetDefaultExampleResponse(this.example);
+}
diff --git a/playground/frontend/lib/modules/sdk/components/sdk_selector.dart b/playground/frontend/lib/modules/sdk/components/sdk_selector.dart
index 015095697f131..c19f718d6a6fe 100644
--- a/playground/frontend/lib/modules/sdk/components/sdk_selector.dart
+++ b/playground/frontend/lib/modules/sdk/components/sdk_selector.dart
@@ -68,7 +68,7 @@ class SDKSelector extends StatelessWidget {
                       close();
                       setSdk(value);
                       setExample(
-                        state.defaultExamplesMap![value] ??
+                        state.defaultExamplesMap[value] ??
                             ExampleModel(
                               name: kEmptyExampleName,
                               path: '',
diff --git a/playground/frontend/lib/pages/playground/components/playground_page_providers.dart b/playground/frontend/lib/pages/playground/components/playground_page_providers.dart
index 2ad2951eb4408..3fc209ffb3e5e 100644
--- a/playground/frontend/lib/pages/playground/components/playground_page_providers.dart
+++ b/playground/frontend/lib/pages/playground/components/playground_page_providers.dart
@@ -57,19 +57,18 @@ class PlaygroundPageProviders extends StatelessWidget {
               return PlaygroundState(codeRepository: kCodeRepository);
             }
 
-            if (exampleState.sdkCategories != null &&
-                playground.selectedExample == null) {
-              final example = _getExample(exampleState, playground);
+            if (playground.selectedExample == null) {
               final newPlayground = PlaygroundState(
                 codeRepository: kCodeRepository,
                 sdk: playground.sdk,
                 selectedExample: null,
               );
+              final example = _getExample(exampleState, newPlayground);
               if (example != null) {
                 exampleState
                     .loadExampleInfo(
                       example,
-                      playground.sdk,
+                      newPlayground.sdk,
                     )
                     .then((exampleWithInfo) =>
                         newPlayground.setExample(exampleWithInfo));
@@ -95,17 +94,27 @@ class PlaygroundPageProviders extends StatelessWidget {
     PlaygroundState playground,
   ) {
     final examplePath = Uri.base.queryParameters[kExampleParam];
+
+    if (exampleState.defaultExamplesMap.isEmpty) {
+      exampleState.loadDefaultExamples();
+    }
+
+    if (examplePath?.isEmpty ?? true) {
+      return exampleState.defaultExamplesMap[playground.sdk];
+    }
+
     final allExamples = exampleState.sdkCategories?.values
         .expand((sdkCategory) => sdkCategory.map((e) => e.examples))
         .expand((element) => element)
         .toList();
+
     if (allExamples?.isEmpty ?? true) {
       return null;
     }
-    final defaultExample = exampleState.defaultExamplesMap![playground.sdk]!;
+
     return allExamples?.firstWhere(
       (example) => example.path == examplePath,
-      orElse: () => defaultExample,
+      orElse: () => exampleState.defaultExample!,
     );
   }
 }
diff --git a/playground/frontend/lib/pages/playground/states/examples_state.dart b/playground/frontend/lib/pages/playground/states/examples_state.dart
index 71b626590499e..365df31189743 100644
--- a/playground/frontend/lib/pages/playground/states/examples_state.dart
+++ b/playground/frontend/lib/pages/playground/states/examples_state.dart
@@ -27,7 +27,8 @@ import 'package:playground/modules/sdk/models/sdk.dart';
 class ExampleState with ChangeNotifier {
   final ExampleRepository _exampleRepository;
   Map<SDK, List<CategoryModel>>? sdkCategories;
-  Map<SDK, ExampleModel>? defaultExamplesMap;
+  Map<SDK, ExampleModel> defaultExamplesMap = {};
+  ExampleModel? defaultExample;
   bool isSelectorOpened = false;
 
   ExampleState(this._exampleRepository);
@@ -36,6 +37,11 @@ class ExampleState with ChangeNotifier {
     _loadCategories();
   }
 
+  setSdkCategories(Map<SDK, List<CategoryModel>> map) {
+    sdkCategories = map;
+    notifyListeners();
+  }
+
   List<CategoryModel>? getCategories(SDK sdk) {
     return sdkCategories?[sdk] ?? [];
   }
@@ -58,7 +64,6 @@ class ExampleState with ChangeNotifier {
     );
   }
 
-
   Future<String> getExampleGraph(String id, SDK sdk) async {
     return await _exampleRepository.getExampleGraph(
       GetExampleRequestWrapper(id, sdk),
@@ -82,12 +87,12 @@ class ExampleState with ChangeNotifier {
     return example;
   }
 
-  _loadCategories() async {
-    sdkCategories = await _exampleRepository.getListOfExamples(
-      GetListOfExamplesRequestWrapper(sdk: null, category: null),
-    );
-    await _loadDefaultExamples(sdkCategories);
-    notifyListeners();
+  _loadCategories() {
+    _exampleRepository
+        .getListOfExamples(
+          GetListOfExamplesRequestWrapper(sdk: null, category: null),
+        )
+        .then((map) => setSdkCategories(map));
   }
 
   changeSelectorVisibility() {
@@ -95,18 +100,30 @@ class ExampleState with ChangeNotifier {
     notifyListeners();
   }
 
-  _loadDefaultExamples(sdkCategories) async {
-    defaultExamplesMap = {};
-    List<MapEntry<SDK, ExampleModel>> entries = [];
-    for (SDK sdk in SDK.values) {
-      ExampleModel? defaultExample = sdkCategories![sdk]?.first.examples.first;
-      if (defaultExample != null) {
-        // load source and output async
-        loadExampleInfo(defaultExample, sdk);
-        entries.add(MapEntry(sdk, defaultExample));
-      }
+  loadDefaultExamples() async {
+    if (defaultExamplesMap.isNotEmpty) {
+      return;
+    }
+
+    List<MapEntry<SDK, ExampleModel>> defaultExamples = [];
+
+    for (var value in SDK.values) {
+      defaultExamples.add(
+        MapEntry(
+          value,
+          await _exampleRepository.getDefaultExample(
+            // First parameter is an empty string, because we don't need path to get the default example.
+            GetExampleRequestWrapper('', value),
+          ),
+        ),
+      );
+    }
+
+    defaultExamplesMap.addEntries(defaultExamples);
+    for (var entry in defaultExamplesMap.entries) {
+      loadExampleInfo(entry.value, entry.key)
+          .then((value) => defaultExamplesMap[entry.key] = value);
     }
-    defaultExamplesMap?.addEntries(entries);
     notifyListeners();
   }
 }

From 643359463c94ea628dbf6cccb035f7c280d6b4c2 Mon Sep 17 00:00:00 2001
From: Lukasz Cwik <lcwik@google.com>
Date: Mon, 28 Feb 2022 10:10:41 -0800
Subject: [PATCH 49/61] [BEAM-14008] Fix incorrect guava import (#16966)

---
 .../org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java
index 6d774b142444a..4b172f169fb2a 100644
--- a/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java
+++ b/sdks/java/fn-execution/src/main/java/org/apache/beam/sdk/fn/channel/ManagedChannelFactory.java
@@ -17,7 +17,6 @@
  */
 package org.apache.beam.sdk.fn.channel;
 
-import avro.shaded.com.google.common.collect.ImmutableList;
 import java.net.SocketAddress;
 import java.util.Collections;
 import java.util.List;
@@ -31,6 +30,7 @@
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.epoll.EpollEventLoopGroup;
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.epoll.EpollSocketChannel;
 import org.apache.beam.vendor.grpc.v1p43p2.io.netty.channel.unix.DomainSocketAddress;
+import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList;
 
 /** A Factory which creates {@link ManagedChannel} instances. */
 public class ManagedChannelFactory {

From d9d3c93c69c04c132310fe70be0ac243757460f7 Mon Sep 17 00:00:00 2001
From: Niel Markwick <nielm@users.noreply.github.com>
Date: Mon, 28 Feb 2022 20:47:44 +0100
Subject: [PATCH 50/61] Fix ignored exception in BatchSpannerRead. (#16960)

Fix code and tests: failures to read from Spanner were ignored, and the "ok" serviceCallMwtric was updated before the read took place.
---
 .../sdk/io/gcp/spanner/BatchSpannerRead.java  |   3 +-
 .../sdk/io/gcp/spanner/SpannerIOReadTest.java | 127 +++++++++++++++---
 2 files changed, 114 insertions(+), 16 deletions(-)

diff --git a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/BatchSpannerRead.java b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/BatchSpannerRead.java
index efc983e39f5ea..810f7ce8aaaea 100644
--- a/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/BatchSpannerRead.java
+++ b/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/BatchSpannerRead.java
@@ -218,7 +218,6 @@ public void processElement(ProcessContext c) throws Exception {
       BatchReadOnlyTransaction batchTx =
           spannerAccessor.getBatchClient().batchReadOnlyTransaction(tx.transactionId());
 
-      serviceCallMetric.call("ok");
       Partition p = c.element();
       try (ResultSet resultSet = batchTx.execute(p)) {
         while (resultSet.next()) {
@@ -227,7 +226,9 @@ public void processElement(ProcessContext c) throws Exception {
         }
       } catch (SpannerException e) {
         serviceCallMetric.call(e.getErrorCode().getGrpcStatusCode().toString());
+        throw (e);
       }
+      serviceCallMetric.call("ok");
     }
 
     private ServiceCallMetric createServiceCallMetric(
diff --git a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIOReadTest.java b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIOReadTest.java
index c80490ea472f3..48f7fed7feee6 100644
--- a/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIOReadTest.java
+++ b/sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIOReadTest.java
@@ -34,6 +34,7 @@
 import com.google.cloud.spanner.Partition;
 import com.google.cloud.spanner.PartitionOptions;
 import com.google.cloud.spanner.ResultSets;
+import com.google.cloud.spanner.SpannerException;
 import com.google.cloud.spanner.SpannerExceptionFactory;
 import com.google.cloud.spanner.Statement;
 import com.google.cloud.spanner.Struct;
@@ -41,6 +42,7 @@
 import com.google.cloud.spanner.Type;
 import com.google.cloud.spanner.Value;
 import com.google.protobuf.ByteString;
+import io.grpc.Status.Code;
 import java.io.Serializable;
 import java.util.Arrays;
 import java.util.HashMap;
@@ -49,6 +51,7 @@
 import org.apache.beam.runners.core.metrics.MetricsContainerImpl;
 import org.apache.beam.runners.core.metrics.MonitoringInfoConstants;
 import org.apache.beam.runners.core.metrics.MonitoringInfoMetricName;
+import org.apache.beam.sdk.Pipeline.PipelineExecutionException;
 import org.apache.beam.sdk.io.gcp.spanner.SpannerIO.Read;
 import org.apache.beam.sdk.metrics.MetricsEnvironment;
 import org.apache.beam.sdk.testing.PAssert;
@@ -293,7 +296,7 @@ public void runReadWithPriority() throws Exception {
   }
 
   @Test
-  public void testQueryMetrics() throws Exception {
+  public void testQueryMetricsFail() throws Exception {
     Timestamp timestamp = Timestamp.ofTimeMicroseconds(12345);
     TimestampBound timestampBound = TimestampBound.ofReadTimestamp(timestamp);
 
@@ -322,25 +325,74 @@ public void testQueryMetrics() throws Exception {
             any(PartitionOptions.class),
             eq(Statement.of("SELECT * FROM users")),
             any(ReadQueryUpdateTransactionOption.class)))
-        .thenReturn(Arrays.asList(fakePartition, fakePartition));
+        .thenReturn(Arrays.asList(fakePartition));
     when(mockBatchTx.execute(any(Partition.class)))
         .thenThrow(
             SpannerExceptionFactory.newSpannerException(
-                ErrorCode.DEADLINE_EXCEEDED, "Simulated Timeout 1"))
-        .thenThrow(
-            SpannerExceptionFactory.newSpannerException(
-                ErrorCode.DEADLINE_EXCEEDED, "Simulated Timeout 2"))
+                ErrorCode.DEADLINE_EXCEEDED, "Simulated Timeout 1"));
+    try {
+      pipeline.run();
+    } catch (PipelineExecutionException e) {
+      if (e.getCause() instanceof SpannerException
+          && ((SpannerException) e.getCause()).getErrorCode().getGrpcStatusCode()
+              == Code.DEADLINE_EXCEEDED) {
+        // expected
+      } else {
+        throw e;
+      }
+    }
+    verifyMetricWasSet("test", "aaa", "123", "deadline_exceeded", null, 1);
+    verifyMetricWasSet("test", "aaa", "123", "ok", null, 0);
+  }
+
+  @Test
+  public void testQueryMetricsSucceed() throws Exception {
+    Timestamp timestamp = Timestamp.ofTimeMicroseconds(12345);
+    TimestampBound timestampBound = TimestampBound.ofReadTimestamp(timestamp);
+
+    SpannerConfig spannerConfig = getSpannerConfig();
+
+    pipeline.apply(
+        "read q",
+        SpannerIO.read()
+            .withSpannerConfig(spannerConfig)
+            .withQuery("SELECT * FROM users")
+            .withQueryName("queryName")
+            .withTimestampBound(timestampBound));
+
+    FakeBatchTransactionId id = new FakeBatchTransactionId("runQueryTest");
+    when(mockBatchTx.getBatchTransactionId()).thenReturn(id);
+
+    when(serviceFactory.mockBatchClient().batchReadOnlyTransaction(timestampBound))
+        .thenReturn(mockBatchTx);
+    when(serviceFactory.mockBatchClient().batchReadOnlyTransaction(any(BatchTransactionId.class)))
+        .thenReturn(mockBatchTx);
+
+    Partition fakePartition =
+        FakePartitionFactory.createFakeQueryPartition(ByteString.copyFromUtf8("one"));
+
+    when(mockBatchTx.partitionQuery(
+            any(PartitionOptions.class),
+            eq(Statement.of("SELECT * FROM users")),
+            any(ReadQueryUpdateTransactionOption.class)))
+        .thenReturn(Arrays.asList(fakePartition, fakePartition));
+    when(mockBatchTx.execute(any(Partition.class)))
         .thenReturn(
             ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(0, 2)),
-            ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(2, 6)));
+            ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(2, 4)),
+            ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(4, 6)))
+        .thenReturn(
+            ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(0, 2)),
+            ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(2, 4)),
+            ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(4, 6)));
 
     pipeline.run();
-    verifyMetricWasSet("test", "aaa", "123", "deadline_exceeded", null, 2);
+    verifyMetricWasSet("test", "aaa", "123", "deadline_exceeded", null, 0);
     verifyMetricWasSet("test", "aaa", "123", "ok", null, 2);
   }
 
   @Test
-  public void testReadMetrics() throws Exception {
+  public void testReadMetricsFail() throws Exception {
     Timestamp timestamp = Timestamp.ofTimeMicroseconds(12345);
     TimestampBound timestampBound = TimestampBound.ofReadTimestamp(timestamp);
 
@@ -371,21 +423,66 @@ public void testReadMetrics() throws Exception {
             eq(KeySet.all()),
             eq(Arrays.asList("id", "name")),
             any(ReadQueryUpdateTransactionOption.class)))
-        .thenReturn(Arrays.asList(fakePartition, fakePartition, fakePartition));
+        .thenReturn(Arrays.asList(fakePartition));
     when(mockBatchTx.execute(any(Partition.class)))
         .thenThrow(
             SpannerExceptionFactory.newSpannerException(
-                ErrorCode.DEADLINE_EXCEEDED, "Simulated Timeout 1"))
-        .thenThrow(
-            SpannerExceptionFactory.newSpannerException(
-                ErrorCode.DEADLINE_EXCEEDED, "Simulated Timeout 2"))
+                ErrorCode.DEADLINE_EXCEEDED, "Simulated Timeout 1"));
+    try {
+      pipeline.run();
+    } catch (PipelineExecutionException e) {
+      if (e.getCause() instanceof SpannerException
+          && ((SpannerException) e.getCause()).getErrorCode().getGrpcStatusCode()
+              == Code.DEADLINE_EXCEEDED) {
+        // expected
+      } else {
+        throw e;
+      }
+    }
+    verifyMetricWasSet("test", "aaa", "123", "deadline_exceeded", null, 1);
+    verifyMetricWasSet("test", "aaa", "123", "ok", null, 0);
+  }
+
+  @Test
+  public void testReadMetricsSucceed() throws Exception {
+    Timestamp timestamp = Timestamp.ofTimeMicroseconds(12345);
+    TimestampBound timestampBound = TimestampBound.ofReadTimestamp(timestamp);
+
+    SpannerConfig spannerConfig = getSpannerConfig();
+
+    pipeline.apply(
+        "read q",
+        SpannerIO.read()
+            .withSpannerConfig(spannerConfig)
+            .withTable("users")
+            .withColumns("id", "name")
+            .withTimestampBound(timestampBound));
+
+    FakeBatchTransactionId id = new FakeBatchTransactionId("runReadTest");
+    when(mockBatchTx.getBatchTransactionId()).thenReturn(id);
+
+    when(serviceFactory.mockBatchClient().batchReadOnlyTransaction(timestampBound))
+        .thenReturn(mockBatchTx);
+    when(serviceFactory.mockBatchClient().batchReadOnlyTransaction(any(BatchTransactionId.class)))
+        .thenReturn(mockBatchTx);
+
+    Partition fakePartition =
+        FakePartitionFactory.createFakeReadPartition(ByteString.copyFromUtf8("one"));
+
+    when(mockBatchTx.partitionRead(
+            any(PartitionOptions.class),
+            eq("users"),
+            eq(KeySet.all()),
+            eq(Arrays.asList("id", "name")),
+            any(ReadQueryUpdateTransactionOption.class)))
+        .thenReturn(Arrays.asList(fakePartition, fakePartition, fakePartition));
+    when(mockBatchTx.execute(any(Partition.class)))
         .thenReturn(
             ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(0, 2)),
             ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(2, 4)),
             ResultSets.forRows(FAKE_TYPE, FAKE_ROWS.subList(4, 6)));
 
     pipeline.run();
-    verifyMetricWasSet("test", "aaa", "123", "deadline_exceeded", null, 2);
     verifyMetricWasSet("test", "aaa", "123", "ok", null, 3);
   }
 

From 5a8bb08b0ac7ddeabafec8f45ceed4dffc5ac931 Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Mon, 28 Feb 2022 21:16:13 -0500
Subject: [PATCH 51/61] [BEAM-13917] Improve coverage of databaseio package
 (#16956)

---
 sdks/go.mod                                   |  1 +
 sdks/go.sum                                   |  8 +-
 .../pkg/beam/io/databaseio/database_test.go   | 86 +++++++++++++++++++
 3 files changed, 93 insertions(+), 2 deletions(-)
 create mode 100644 sdks/go/pkg/beam/io/databaseio/database_test.go

diff --git a/sdks/go.mod b/sdks/go.mod
index ce8703ff82e97..49315401b4b42 100644
--- a/sdks/go.mod
+++ b/sdks/go.mod
@@ -40,6 +40,7 @@ require (
 	github.com/linkedin/goavro v2.1.0+incompatible
 	github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e // indirect
 	github.com/nightlyone/lockfile v1.0.0
+	github.com/proullon/ramsql v0.0.0-20211120092837-c8d0a408b939 // indirect
 	github.com/spf13/cobra v1.2.1
 	github.com/testcontainers/testcontainers-go v0.12.0
 	golang.org/x/net v0.0.0-20211108170745-6635138e15ea
diff --git a/sdks/go.sum b/sdks/go.sum
index 1efb69e04fbef..d79b849b5a535 100644
--- a/sdks/go.sum
+++ b/sdks/go.sum
@@ -272,6 +272,7 @@ github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeME
 github.com/go-gl/glfw v0.0.0-20190409004039-e6da0acd62b1/go.mod h1:vR7hzQXu2zJy9AVAgeJqvqgH9Q5CA+iKCZ2gyEVpxRU=
 github.com/go-gl/glfw/v3.3/glfw v0.0.0-20191125211704-12ad95a8df72/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8=
 github.com/go-gl/glfw/v3.3/glfw v0.0.0-20200222043503-6f7a984d4dc4/go.mod h1:tQ2UAYgL5IevRw8kRxooKSPJfGvJ9fJQFa0TUsXzTg8=
+github.com/go-gorp/gorp v2.0.0+incompatible/go.mod h1:7IfkAQnO7jfT/9IQ3R9wL1dFhukN6aQxzKTHnkxzA/E=
 github.com/go-ini/ini v1.25.4/go.mod h1:ByCAeIL28uOIIG0E3PJtZPDL8WnHpFKFOtgjp+3Ies8=
 github.com/go-kit/kit v0.8.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
 github.com/go-kit/kit v0.9.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
@@ -459,6 +460,7 @@ github.com/kr/pty v1.1.5/go.mod h1:9r2w37qlBe7rQ6e1fg1S/9xpWHSnaqNdHD3WcMdbPDA=
 github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
 github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
 github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+github.com/lib/pq v1.0.0/go.mod h1:5WUZQaWbwv1U+lTReE5YruASi9Al49XbQIvNi/34Woo=
 github.com/lib/pq v1.10.4 h1:SO9z7FRPzA03QhHKJrH5BXA6HU1rS4V2nIVrrNC1iYk=
 github.com/lib/pq v1.10.4/go.mod h1:AlVN5x4E4T544tWzH6hKfbfQvm3HdbOxrmggDNAPY9o=
 github.com/linkedin/goavro v2.1.0+incompatible h1:DV2aUlj2xZiuxQyvag8Dy7zjY69ENjS66bWkSfdpddY=
@@ -588,6 +590,8 @@ github.com/prometheus/procfs v0.0.8/go.mod h1:7Qr8sr6344vo1JqZ6HhLceV9o3AJ1Ff+Gx
 github.com/prometheus/procfs v0.1.3/go.mod h1:lV6e/gmhEcM9IjHGsFOCxxuZ+z1YqCvr4OA4YeYWdaU=
 github.com/prometheus/procfs v0.2.0/go.mod h1:lV6e/gmhEcM9IjHGsFOCxxuZ+z1YqCvr4OA4YeYWdaU=
 github.com/prometheus/procfs v0.6.0/go.mod h1:cz+aTbrPOrUb4q7XlbU9ygM+/jj0fzG6c1xBZuNvfVA=
+github.com/proullon/ramsql v0.0.0-20211120092837-c8d0a408b939 h1:mtMU7aT8cTAyNL3O4RyOfe/OOUxwCN525SIbKQoUvw0=
+github.com/proullon/ramsql v0.0.0-20211120092837-c8d0a408b939/go.mod h1:jG8oAQG0ZPHPyxg5QlMERS31airDC+ZuqiAe8DUvFVo=
 github.com/rogpeppe/fastuuid v0.0.0-20150106093220-6724a57986af/go.mod h1:XWv6SoW27p1b0cqNHllgS5HIMJraePCO15w5zCzIWYg=
 github.com/rogpeppe/fastuuid v1.2.0/go.mod h1:jVj6XXZzXRy/MSR5jhDC/2q6DgLz+nrA6LYCDYWNEvQ=
 github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
@@ -1146,10 +1150,10 @@ gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
 gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b h1:h8qDotaEPuJATrMmW04NCwg7v22aHH28wwpauUhK9Oo=
 gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
-gotest.tools/v3 v3.0.2/go.mod h1:3SzNCllyD9/Y+b5r9JIKQ474KzkZyqLqEfYqMsX94Bk=
 gotest.tools v2.2.0+incompatible h1:VsBPFP1AI068pPrMxtb/S8Zkgf9xEmTLJjfM+P5UIEo=
 gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
+gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
+gotest.tools/v3 v3.0.2/go.mod h1:3SzNCllyD9/Y+b5r9JIKQ474KzkZyqLqEfYqMsX94Bk=
 gotest.tools/v3 v3.0.2/go.mod h1:3SzNCllyD9/Y+b5r9JIKQ474KzkZyqLqEfYqMsX94Bk=
 gotest.tools/v3 v3.0.3 h1:4AuOwCGf4lLR9u3YOe2awrHygurzhO/HeQ6laiA6Sx0=
 gotest.tools/v3 v3.0.3/go.mod h1:Z7Lb0S5l+klDB31fvDQX8ss/FlKDxtlFlw3Oa8Ymbl8=
diff --git a/sdks/go/pkg/beam/io/databaseio/database_test.go b/sdks/go/pkg/beam/io/databaseio/database_test.go
new file mode 100644
index 0000000000000..1876f57012159
--- /dev/null
+++ b/sdks/go/pkg/beam/io/databaseio/database_test.go
@@ -0,0 +1,86 @@
+// 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 databaseio
+
+import (
+	"database/sql"
+	"reflect"
+	"testing"
+
+	"github.com/apache/beam/sdks/v2/go/pkg/beam"
+	_ "github.com/apache/beam/sdks/v2/go/pkg/beam/runners/direct"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/passert"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/ptest"
+	_ "github.com/proullon/ramsql/driver"
+)
+
+type Address struct {
+	Street        string
+	Street_number int
+}
+
+func TestRead(t *testing.T) {
+	db, err := sql.Open("ramsql", "user:password@/dbname")
+	if err != nil {
+		t.Fatalf("Test infra failure: Failed to open database with error %v", err)
+	}
+	defer db.Close()
+	if err = insertTestData(db); err != nil {
+		t.Fatalf("Test infra failure: Failed to create/populate table with error %v", err)
+	}
+
+	p, s := beam.NewPipelineWithRoot()
+	elements := Read(s, "ramsql", "user:password@/dbname", "address", reflect.TypeOf(Address{}))
+	passert.Count(s, elements, "NumElements", 2)
+	passert.Equals(s, elements, Address{Street: "orchard lane", Street_number: 1}, Address{Street: "morris st", Street_number: 200})
+
+	ptest.RunAndValidate(t, p)
+}
+
+func TestQuery(t *testing.T) {
+	db, err := sql.Open("ramsql", "user:password@/dbname2")
+	if err != nil {
+		t.Fatalf("Test infra failure: Failed to open database with error %v", err)
+	}
+	defer db.Close()
+	if err = insertTestData(db); err != nil {
+		t.Fatalf("Test infra failure: Failed to create/populate table with error %v", err)
+	}
+
+	p, s := beam.NewPipelineWithRoot()
+	read := Query(s, "ramsql", "user:password@/dbname2", "SELECT * FROM address WHERE street_number < 10", reflect.TypeOf(Address{}))
+
+	passert.Count(s, read, "NumElementsFromRead", 1)
+	passert.Equals(s, read, Address{Street: "orchard lane", Street_number: 1})
+
+	ptest.RunAndValidate(t, p)
+}
+
+func insertTestData(db *sql.DB) error {
+	_, err := db.Exec("CREATE TABLE address (street TEXT, street_number INT);")
+	if err != nil {
+		return err
+	}
+	_, err = db.Exec("INSERT INTO address (street, street_number) VALUES ('orchard lane', 1);")
+	if err != nil {
+		return err
+	}
+	_, err = db.Exec("INSERT INTO address (street, street_number) VALUES ('morris st', 200);")
+	if err != nil {
+		return err
+	}
+	return nil
+}

From 3070d5f75ef3753d9341e3b2b3f5481c17ce41e6 Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Mon, 28 Feb 2022 21:20:00 -0500
Subject: [PATCH 52/61] [BEAM-13925] Add entry files to process new prs and pr
 updates for PR automation (#16950)

---
 scripts/ci/pr-bot/.gitignore            |  38 ++++
 scripts/ci/pr-bot/Commands.md           |  32 ++++
 scripts/ci/pr-bot/processNewPrs.ts      | 226 ++++++++++++++++++++++++
 scripts/ci/pr-bot/processPrUpdate.ts    | 208 ++++++++++++++++++++++
 scripts/ci/pr-bot/shared/githubUtils.ts |   8 +
 scripts/ci/pr-bot/shared/userCommand.ts |   6 +-
 6 files changed, 514 insertions(+), 4 deletions(-)
 create mode 100644 scripts/ci/pr-bot/.gitignore
 create mode 100644 scripts/ci/pr-bot/Commands.md
 create mode 100644 scripts/ci/pr-bot/processNewPrs.ts
 create mode 100644 scripts/ci/pr-bot/processPrUpdate.ts

diff --git a/scripts/ci/pr-bot/.gitignore b/scripts/ci/pr-bot/.gitignore
new file mode 100644
index 0000000000000..7b665129e6948
--- /dev/null
+++ b/scripts/ci/pr-bot/.gitignore
@@ -0,0 +1,38 @@
+lib-cov
+*.seed
+*.log
+*.csv
+*.dat
+*.out
+*.pid
+*.gz
+*.swp
+
+pids
+logs
+results
+tmp
+
+# Coverage reports
+coverage
+
+# API keys and secrets
+.env
+
+# Dependency directory
+node_modules
+bower_components
+
+# Editors
+.idea
+*.iml
+
+# OS metadata
+.DS_Store
+Thumbs.db
+
+# Ignore built js files
+lib/**/*
+
+# ignore yarn.lock
+yarn.lock
\ No newline at end of file
diff --git a/scripts/ci/pr-bot/Commands.md b/scripts/ci/pr-bot/Commands.md
new file mode 100644
index 0000000000000..83d21cb7836de
--- /dev/null
+++ b/scripts/ci/pr-bot/Commands.md
@@ -0,0 +1,32 @@
+<!--
+    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.
+-->
+
+# PR Bot Commands
+
+The following commands are available for interaction with the PR Bot
+All commands are case insensitive.
+
+| Command      | Description |
+| ----------- | ----------- |
+| `r: @username` | Ask someone for a review. This will disable the bot for the PR since it assumes you are able to find a reviewer. |
+| `assign to next reviewer` | If someone has been assigned to a PR by the bot, this unassigns them and picks a new reviewer. Useful if you don't have the bandwitdth or context to review. |
+| `stop reviewer notifications` | This will disable the bot for the PR. |
+| `remind me after tests pass` | This will comment after all checks complete and tag the person who commented the command. |
+| `waiting on author` | This shifts the attention set to the author. The author can shift the attention set back to the reviewer by commenting anywhere or pushing. |
+| `assign set of reviewers` | If the bot has not yet assigned a set of reviewers to the PR, this command will trigger that happening. |
\ No newline at end of file
diff --git a/scripts/ci/pr-bot/processNewPrs.ts b/scripts/ci/pr-bot/processNewPrs.ts
new file mode 100644
index 0000000000000..411e3b5428ece
--- /dev/null
+++ b/scripts/ci/pr-bot/processNewPrs.ts
@@ -0,0 +1,226 @@
+/*
+ * 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.
+ */
+
+const github = require("./shared/githubUtils");
+const { getChecksStatus } = require("./shared/checks");
+const commentStrings = require("./shared/commentStrings");
+const { ReviewerConfig } = require("./shared/reviewerConfig");
+const { PersistentState } = require("./shared/persistentState");
+const { Pr } = require("./shared/pr");
+const { REPO_OWNER, REPO, PATH_TO_CONFIG_FILE } = require("./shared/constants");
+import { CheckStatus } from "./shared/checks";
+
+/*
+ * Returns true if the pr needs to be processed or false otherwise.
+ * We don't need to process PRs that:
+ * 1) Have WIP in their name
+ * 2) Are less than 20 minutes old
+ * 3) Are draft prs
+ * 4) Are closed
+ * 5) Have already been processed
+ * 6) Have notifications stopped
+ * 7) The pr doesn't contain the go label (temporary). TODO(damccorm) - remove this when we're ready to roll this out to everyone.
+ * unless we're supposed to remind the user after tests pass
+ * (in which case that's all we need to do).
+ */
+function needsProcessed(pull: any, prState: typeof Pr): boolean {
+  if (!pull.labels.find((label) => label.name.toLowerCase() === "go")) {
+    console.log(
+      `Skipping PR ${pull.number} because it doesn't contain the go label`
+    );
+    return false;
+  }
+  if (prState.remindAfterTestsPass && prState.remindAfterTestsPass.length > 0) {
+    return true;
+  }
+  if (pull.title.toLowerCase().indexOf("wip") >= 0) {
+    console.log(`Skipping PR ${pull.number} because it is a WIP`);
+    return false;
+  }
+  let timeCutoff = new Date(new Date().getTime() - 20 * 60000);
+  if (new Date(pull.created_at) > timeCutoff) {
+    console.log(
+      `Skipping PR ${pull.number} because it was created less than 20 minutes ago`
+    );
+    return false;
+  }
+  if (pull.state.toLowerCase() !== "open") {
+    console.log(`Skipping PR ${pull.number} because it is closed`);
+    return false;
+  }
+  if (pull.draft) {
+    console.log(`Skipping PR ${pull.number} because it is a draft`);
+    return false;
+  }
+  if (Object.keys(prState.reviewersAssignedForLabels).length > 0) {
+    console.log(
+      `Skipping PR ${pull.number} because it already has been assigned`
+    );
+    return false;
+  }
+  if (prState.stopReviewerNotifications) {
+    console.log(
+      `Skipping PR ${pull.number} because reviewer notifications have been stopped`
+    );
+    return false;
+  }
+
+  return true;
+}
+
+/*
+ * If the checks passed in via checkstate have completed, notifies the users who have configured notifications.
+ */
+async function remindIfChecksCompleted(
+  pull: any,
+  stateClient: typeof PersistentState,
+  checkState: CheckStatus,
+  prState: typeof Pr
+) {
+  console.log(
+    `Notifying reviewers if checks for PR ${pull.number} have completed, then returning`
+  );
+  if (!checkState.completed) {
+    return;
+  }
+  if (checkState.succeeded) {
+    await github.addPrComment(
+      pull.number,
+      commentStrings.allChecksPassed(prState.remindAfterTestsPass)
+    );
+  } else {
+    await github.addPrComment(
+      pull.number,
+      commentStrings.someChecksFailing(prState.remindAfterTestsPass)
+    );
+  }
+  prState.remindAfterTestsPass = [];
+  await stateClient.writePrState(pull.number, prState);
+}
+
+/*
+ * If we haven't already, let the author know checks are failing.
+ */
+async function notifyChecksFailed(
+  pull: any,
+  stateClient: typeof PersistentState,
+  prState: typeof Pr
+) {
+  console.log(
+    `Checks are failing for PR ${pull.number}. Commenting if we haven't already and skipping.`
+  );
+  if (!prState.commentedAboutFailingChecks) {
+    await github.addPrComment(
+      pull.number,
+      commentStrings.failingChecksCantAssign()
+    );
+  }
+  prState.commentedAboutFailingChecks = true;
+  await stateClient.writePrState(pull.number, prState);
+}
+
+/*
+ * Performs all the business logic of processing a new pull request, including:
+ * 1) Checking if it needs processed
+ * 2) Reminding reviewers if checks have completed (if they've subscribed to that)
+ * 3) Picking/assigning reviewers
+ * 4) Adding "Next Action: Reviewers label"
+ * 5) Storing the state of the pull request/reviewers in a dedicated branch.
+ */
+async function processPull(
+  pull: any,
+  reviewerConfig: typeof ReviewerConfig,
+  stateClient: typeof PersistentState
+) {
+  let prState = await stateClient.getPrState(pull.number);
+  if (!needsProcessed(pull, prState)) {
+    return;
+  }
+
+  let checkState = await getChecksStatus(REPO_OWNER, REPO, pull.head.sha);
+
+  if (prState.remindAfterTestsPass && prState.remindAfterTestsPass.length > 0) {
+    return await remindIfChecksCompleted(
+      pull,
+      stateClient,
+      checkState,
+      prState
+    );
+  }
+
+  if (!checkState.succeeded) {
+    return await notifyChecksFailed(pull, stateClient, prState);
+  }
+  prState.commentedAboutFailingChecks = false;
+
+  // Pick reviewers to assign. Store them in reviewerStateToUpdate and update the prState object with those reviewers (and their associated labels)
+  let reviewerStateToUpdate: { [key: string]: typeof ReviewersForLabel } = {};
+  const reviewersForLabels: { [key: string]: string[] } =
+    reviewerConfig.getReviewersForLabels(pull.labels, [pull.user.login]);
+  var labels = Object.keys(reviewersForLabels);
+  if (!labels || labels.length === 0) {
+    return;
+  }
+  for (const label of labels) {
+    let availableReviewers = reviewersForLabels[label];
+    let reviewersState = await stateClient.getReviewersForLabelState(label);
+    let chosenReviewer = reviewersState.assignNextReviewer(availableReviewers);
+    reviewerStateToUpdate[label] = reviewersState;
+    prState.reviewersAssignedForLabels[label] = chosenReviewer;
+  }
+
+  console.log(`Assigning reviewers for PR ${pull.number}`);
+  await github.addPrComment(
+    pull.number,
+    commentStrings.assignReviewer(prState.reviewersAssignedForLabels)
+  );
+
+  github.nextActionReviewers(pull.number, pull.labels);
+  prState.nextAction = "Reviewers";
+
+  await stateClient.writePrState(pull.number, prState);
+  let labelsToUpdate = Object.keys(reviewerStateToUpdate);
+  for (const label of labelsToUpdate) {
+    await stateClient.writeReviewersForLabelState(
+      label,
+      reviewerStateToUpdate[label]
+    );
+  }
+}
+
+async function processNewPrs() {
+  const githubClient = github.getGitHubClient();
+  let reviewerConfig = new ReviewerConfig(PATH_TO_CONFIG_FILE);
+  let stateClient = new PersistentState();
+
+  let openPulls = await githubClient.paginate(
+    "GET /repos/{owner}/{repo}/pulls",
+    {
+      owner: REPO_OWNER,
+      repo: REPO,
+    }
+  );
+
+  for (const pull of openPulls) {
+    await processPull(pull, reviewerConfig, stateClient);
+  }
+}
+
+processNewPrs();
+
+export {};
diff --git a/scripts/ci/pr-bot/processPrUpdate.ts b/scripts/ci/pr-bot/processPrUpdate.ts
new file mode 100644
index 0000000000000..154444ee076b3
--- /dev/null
+++ b/scripts/ci/pr-bot/processPrUpdate.ts
@@ -0,0 +1,208 @@
+/*
+ * 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.
+ */
+
+const github = require("@actions/github");
+const commentStrings = require("./shared/commentStrings");
+const { processCommand } = require("./shared/userCommand");
+const {
+  addPrComment,
+  nextActionReviewers,
+  getPullAuthorFromPayload,
+  getPullNumberFromPayload,
+} = require("./shared/githubUtils");
+const { PersistentState } = require("./shared/persistentState");
+const { ReviewerConfig } = require("./shared/reviewerConfig");
+const { PATH_TO_CONFIG_FILE } = require("./shared/constants");
+
+const reviewerAction = "Reviewers";
+
+async function areReviewersAssigned(
+  pullNumber: number,
+  stateClient: typeof PersistentState
+): Promise<boolean> {
+  const prState = await stateClient.getPrState(pullNumber);
+  return Object.values(prState.reviewersAssignedForLabels).length > 0;
+}
+
+async function processPrComment(
+  payload: any,
+  stateClient: typeof PersistentState,
+  reviewerConfig: typeof ReviewerConfig
+) {
+  const commentContents = payload.comment.body;
+  const commentAuthor = payload.sender.login;
+  console.log(commentContents);
+  if (
+    await processCommand(
+      payload,
+      commentAuthor,
+      commentContents,
+      stateClient,
+      reviewerConfig
+    )
+  ) {
+    // If we've processed a command, don't worry about trying to change the attention set.
+    // This is not a meaningful push or comment from the author.
+    console.log("Processed command");
+    return;
+  }
+
+  // If comment was from the author, we should shift attention back to the reviewers.
+  console.log(
+    "No command to be processed, checking if we should shift attention to reviewers"
+  );
+  const pullAuthor = getPullAuthorFromPayload(payload);
+  if (pullAuthor === commentAuthor) {
+    await setNextActionReviewers(payload, stateClient);
+  } else {
+    console.log(
+      `Comment was from ${commentAuthor}, not author: ${pullAuthor}. No action to take.`
+    );
+  }
+}
+
+/*
+ * On approval from a reviewer we have assigned, assign committer if one not already assigned
+ */
+async function processPrReview(
+  payload: any,
+  stateClient: typeof PersistentState,
+  reviewerConfig: typeof ReviewerConfig
+) {
+  if (payload.review.state !== "approved") {
+    return;
+  }
+
+  const pullNumber = getPullNumberFromPayload(payload);
+  if (!(await areReviewersAssigned(pullNumber, stateClient))) {
+    return;
+  }
+
+  let prState = await stateClient.getPrState(pullNumber);
+  // TODO(damccorm) - also check if the author is a committer, if they are don't auto-assign a committer
+  if (await prState.isAnyAssignedReviewerCommitter()) {
+    return;
+  }
+
+  const labelOfReviewer = prState.getLabelForReviewer(payload.sender.login);
+  if (labelOfReviewer) {
+    let reviewersState = await stateClient.getReviewersForLabelState(
+      labelOfReviewer
+    );
+    const availableReviewers =
+      reviewerConfig.getReviewersForLabel(labelOfReviewer);
+    const chosenCommitter = await reviewersState.assignNextCommitter(
+      availableReviewers
+    );
+    prState.reviewersAssignedForLabels[labelOfReviewer] = chosenCommitter;
+
+    // Set next action to committer
+    await addPrComment(
+      pullNumber,
+      commentStrings.assignCommitter(chosenCommitter)
+    );
+    const existingLabels =
+      payload.issue?.labels || payload.pull_request?.labels;
+    await nextActionReviewers(pullNumber, existingLabels);
+    prState.nextAction = reviewerAction;
+
+    // Persist state
+    await stateClient.writePrState(pullNumber, prState);
+    await stateClient.writeReviewersForLabelState(
+      labelOfReviewer,
+      reviewersState
+    );
+  }
+}
+
+/*
+ * On pr push or author comment, we should put the attention set back on the reviewers
+ */
+async function setNextActionReviewers(
+  payload: any,
+  stateClient: typeof PersistentState
+) {
+  const pullNumber = getPullNumberFromPayload(payload);
+  if (!(await areReviewersAssigned(pullNumber, stateClient))) {
+    console.log("No reviewers assigned, dont need to manipulate attention set");
+    return;
+  }
+  const existingLabels = payload.issue?.labels || payload.pull_request?.labels;
+  await nextActionReviewers(pullNumber, existingLabels);
+  let prState = await stateClient.getPrState(pullNumber);
+  prState.nextAction = reviewerAction;
+  await stateClient.writePrState(pullNumber, prState);
+}
+
+async function processPrUpdate() {
+  const reviewerConfig = new ReviewerConfig(PATH_TO_CONFIG_FILE);
+  const context = github.context;
+  console.log("Event context:");
+  console.log(context);
+  const payload = context.payload;
+
+  // TODO(damccorm) - remove this when we roll out to more than go
+  const existingLabels = payload.issue?.labels || payload.pull_request?.labels;
+  if (!existingLabels.find((label) => label.name.toLowerCase() === "go")) {
+    console.log("Does not contain the go label - skipping");
+    return;
+  }
+
+  if (!payload.issue?.pull_request && !payload.pull_request) {
+    console.log("Issue, not pull request - returning");
+    return;
+  }
+  const pullNumber = getPullNumberFromPayload(payload);
+
+  const stateClient = new PersistentState();
+  const prState = await stateClient.getPrState(pullNumber);
+  if (prState.stopReviewerNotifications) {
+    console.log("Notifications have been paused for this pull - skipping");
+    return;
+  }
+
+  switch (github.context.eventName) {
+    case "pull_request_review_comment":
+    case "issue_comment":
+      console.log("Processing comment event");
+      if (payload.action !== "created") {
+        console.log("Comment wasnt just created, skipping");
+        return;
+      }
+      await processPrComment(payload, stateClient, reviewerConfig);
+      break;
+    case "pull_request_review":
+      console.log("Processing PR review event");
+      await processPrReview(payload, stateClient, reviewerConfig);
+      break;
+    case "pull_request_target":
+      if (payload.action === "synchronize") {
+        console.log("Processing synchronize action");
+        await setNextActionReviewers(payload, stateClient);
+      }
+      // TODO(damccorm) - it would be good to eventually handle the following events here, even though they're not part of the normal workflow
+      // review requested, assigned, label added, label removed
+      break;
+    default:
+      console.log("Not a PR comment, push, or review, doing nothing");
+  }
+}
+
+processPrUpdate();
+
+export {};
diff --git a/scripts/ci/pr-bot/shared/githubUtils.ts b/scripts/ci/pr-bot/shared/githubUtils.ts
index e650ca52b0d09..667255b169247 100644
--- a/scripts/ci/pr-bot/shared/githubUtils.ts
+++ b/scripts/ci/pr-bot/shared/githubUtils.ts
@@ -85,6 +85,14 @@ export async function checkIfCommitter(username: string): Promise<boolean> {
   );
 }
 
+export function getPullAuthorFromPayload(payload: any) {
+  return payload.issue?.user?.login || payload.pull_request?.user?.login;
+}
+
+export function getPullNumberFromPayload(payload: any) {
+  return payload.issue?.number || payload.pull_request?.number;
+}
+
 function removeNextActionLabel(existingLabels: Label[]): string[] {
   return existingLabels
     .filter(
diff --git a/scripts/ci/pr-bot/shared/userCommand.ts b/scripts/ci/pr-bot/shared/userCommand.ts
index 34e2741a3f6d4..e32746eb7fce8 100644
--- a/scripts/ci/pr-bot/shared/userCommand.ts
+++ b/scripts/ci/pr-bot/shared/userCommand.ts
@@ -81,8 +81,7 @@ async function assignToNextReviewer(
     let reviewersState = await stateClient.getReviewersForLabelState(
       labelOfReviewer
     );
-    const pullAuthor =
-      payload.issue?.user?.login || payload.pull_request?.user?.login;
+    const pullAuthor = github.getPullAuthorFromPayload(payload);
     let availableReviewers = reviewerConfig.getReviewersForLabel(
       labelOfReviewer,
       [commentAuthor, pullAuthor]
@@ -187,8 +186,7 @@ async function assignReviewerSet(
   }
 
   const existingLabels = payload.issue?.labels || payload.pull_request?.labels;
-  const pullAuthor =
-    payload.issue?.user?.login || payload.pull_request?.user?.login;
+  const pullAuthor = github.getPullAuthorFromPayload(payload);
   const reviewersForLabels = reviewerConfig.getReviewersForLabels(
     existingLabels,
     [pullAuthor]

From 0631a5e99858d45d4c7533b5ac2a03e984701ddb Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Mon, 28 Feb 2022 21:26:28 -0500
Subject: [PATCH 53/61] [BEAM-13899] Improve coverage of debug package (#16951)

---
 sdks/go/pkg/beam/x/debug/head_test.go  |  44 +++++++++++
 sdks/go/pkg/beam/x/debug/print_test.go | 101 +++++++++++++++++++++++++
 2 files changed, 145 insertions(+)
 create mode 100644 sdks/go/pkg/beam/x/debug/head_test.go
 create mode 100644 sdks/go/pkg/beam/x/debug/print_test.go

diff --git a/sdks/go/pkg/beam/x/debug/head_test.go b/sdks/go/pkg/beam/x/debug/head_test.go
new file mode 100644
index 0000000000000..8aa5b41545daa
--- /dev/null
+++ b/sdks/go/pkg/beam/x/debug/head_test.go
@@ -0,0 +1,44 @@
+// 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 debug
+
+import (
+	"testing"
+
+	"github.com/apache/beam/sdks/v2/go/pkg/beam"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/passert"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/ptest"
+)
+
+func TestHead(t *testing.T) {
+	p, s, sequence := ptest.CreateList([]int{1, 2, 3, 4, 5, 6, 7, 8, 9, 10})
+	headSequence := Head(s, sequence, 5)
+	passert.Count(s, headSequence, "NumElements", 5)
+	passert.Equals(s, headSequence, 1, 2, 3, 4, 5)
+
+	ptest.RunAndValidate(t, p)
+}
+
+func TestHead_KV(t *testing.T) {
+	p, s, sequence := ptest.CreateList([]int{1, 2, 3, 4, 5, 6, 7, 8, 9, 10})
+	kvSequence := beam.AddFixedKey(s, sequence)
+	headKvSequence := Head(s, kvSequence, 5)
+	headSequence := beam.DropKey(s, headKvSequence)
+	passert.Count(s, headSequence, "NumElements", 5)
+	passert.Equals(s, headSequence, 1, 2, 3, 4, 5)
+
+	ptest.RunAndValidate(t, p)
+}
diff --git a/sdks/go/pkg/beam/x/debug/print_test.go b/sdks/go/pkg/beam/x/debug/print_test.go
new file mode 100644
index 0000000000000..0bbdee0b6fb9c
--- /dev/null
+++ b/sdks/go/pkg/beam/x/debug/print_test.go
@@ -0,0 +1,101 @@
+// 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 debug
+
+import (
+	"bytes"
+	"log"
+	"os"
+	"strings"
+	"testing"
+
+	"github.com/apache/beam/sdks/v2/go/pkg/beam"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/ptest"
+)
+
+func TestPrint(t *testing.T) {
+	p, s, sequence := ptest.CreateList([]string{"abc", "def", "ghi"})
+	Print(s, sequence)
+
+	output := captureRunLogging(p)
+	if !strings.Contains(output, "Elm: abc") {
+		t.Errorf("Print() should contain \"Elm: abc\", got: %v", output)
+	}
+	if !strings.Contains(output, "Elm: def") {
+		t.Errorf("Print() should contain \"Elm: def\", got: %v", output)
+	}
+	if !strings.Contains(output, "Elm: ghi") {
+		t.Errorf("Print() should contain \"Elm: ghi\", got: %v", output)
+	}
+}
+
+func TestPrintf(t *testing.T) {
+	p, s := beam.NewPipelineWithRoot()
+	sequence := beam.Create(s, "abc", "def", "ghi")
+	Printf(s, "myformatting - %v", sequence)
+
+	output := captureRunLogging(p)
+	if !strings.Contains(output, "myformatting - abc") {
+		t.Errorf("Printf() should contain \"myformatting - abc\", got: %v", output)
+	}
+	if !strings.Contains(output, "myformatting - def") {
+		t.Errorf("Printf() should contain \"myformatting - def\", got: %v", output)
+	}
+	if !strings.Contains(output, "myformatting - ghi") {
+		t.Errorf("Printf() should contain \"myformatting - ghi\", got: %v", output)
+	}
+}
+
+func TestPrint_KV(t *testing.T) {
+	p, s, sequence := ptest.CreateList([]string{"abc", "def", "ghi"})
+	kvSequence := beam.AddFixedKey(s, sequence)
+	Print(s, kvSequence)
+
+	output := captureRunLogging(p)
+	if !strings.Contains(output, "Elm: (0,abc)") {
+		t.Errorf("Print() should contain \"Elm: (0,abc)\", got: %v", output)
+	}
+	if !strings.Contains(output, "Elm: (0,def)") {
+		t.Errorf("Print() should contain \"Elm: (0,def)\", got: %v", output)
+	}
+	if !strings.Contains(output, "Elm: (0,ghi)") {
+		t.Errorf("Print() should contain \"Elm: (0,ghi)\", got: %v", output)
+	}
+}
+
+func TestPrint_CoGBK(t *testing.T) {
+	p, s, sequence := ptest.CreateList([]string{"abc", "def", "ghi"})
+	kvSequence := beam.AddFixedKey(s, sequence)
+	gbkSequence := beam.CoGroupByKey(s, kvSequence)
+	Print(s, gbkSequence)
+
+	output := captureRunLogging(p)
+	if !strings.Contains(output, "Elm: (0,[abc def ghi])") {
+		t.Errorf("Print() should contain \"Elm: (0,[abc def ghi])\", got: %v", output)
+	}
+}
+
+func captureRunLogging(p *beam.Pipeline) string {
+	// Pipe output to out
+	var out bytes.Buffer
+	log.SetOutput(&out)
+
+	ptest.Run(p)
+
+	// Return to original state
+	log.SetOutput(os.Stderr)
+	return out.String()
+}

From 6b06cbb928706bae7694ea5388ea8d3f97f92cf6 Mon Sep 17 00:00:00 2001
From: Danny McCormick <dannymccormick@google.com>
Date: Mon, 28 Feb 2022 21:31:17 -0500
Subject: [PATCH 54/61] [BEAM-13907] Improve coverage of textio package
 (#16937)

---
 sdks/go/pkg/beam/io/textio/sdf_test.go    | 14 ++++-
 sdks/go/pkg/beam/io/textio/textio_test.go | 71 ++++++++++++++++++++++-
 2 files changed, 80 insertions(+), 5 deletions(-)

diff --git a/sdks/go/pkg/beam/io/textio/sdf_test.go b/sdks/go/pkg/beam/io/textio/sdf_test.go
index 881b9ab519992..7b1b416637617 100644
--- a/sdks/go/pkg/beam/io/textio/sdf_test.go
+++ b/sdks/go/pkg/beam/io/textio/sdf_test.go
@@ -28,9 +28,19 @@ import (
 // outputs the correct number of lines for it, even for an exceedingly long
 // line.
 func TestReadSdf(t *testing.T) {
-	f := "../../../../data/textio_test.txt"
 	p, s := beam.NewPipelineWithRoot()
-	lines := ReadSdf(s, f)
+	lines := ReadSdf(s, testFilePath)
+	passert.Count(s, lines, "NumLines", 1)
+
+	if _, err := beam.Run(context.Background(), "direct", p); err != nil {
+		t.Fatalf("Failed to execute job: %v", err)
+	}
+}
+
+func TestReadAllSdf(t *testing.T) {
+	p, s := beam.NewPipelineWithRoot()
+	files := beam.Create(s, testFilePath)
+	lines := ReadAllSdf(s, files)
 	passert.Count(s, lines, "NumLines", 1)
 
 	if _, err := beam.Run(context.Background(), "direct", p); err != nil {
diff --git a/sdks/go/pkg/beam/io/textio/textio_test.go b/sdks/go/pkg/beam/io/textio/textio_test.go
index 4090535226c77..0cd1699e657ea 100644
--- a/sdks/go/pkg/beam/io/textio/textio_test.go
+++ b/sdks/go/pkg/beam/io/textio/textio_test.go
@@ -17,20 +17,25 @@
 package textio
 
 import (
+	"errors"
+	"os"
 	"testing"
 
+	"github.com/apache/beam/sdks/v2/go/pkg/beam"
 	_ "github.com/apache/beam/sdks/v2/go/pkg/beam/io/filesystem/local"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/passert"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/testing/ptest"
 )
 
-func TestRead(t *testing.T) {
-	f := "../../../../data/textio_test.txt"
+const testFilePath = "../../../../data/textio_test.txt"
 
+func TestReadFn(t *testing.T) {
 	receivedLines := []string{}
 	getLines := func(line string) {
 		receivedLines = append(receivedLines, line)
 	}
 
-	err := readFn(nil, f, getLines)
+	err := readFn(nil, testFilePath, getLines)
 	if err != nil {
 		t.Fatalf("failed with %v", err)
 	}
@@ -40,3 +45,63 @@ func TestRead(t *testing.T) {
 	}
 
 }
+
+func TestRead(t *testing.T) {
+	p, s := beam.NewPipelineWithRoot()
+	lines := Read(s, testFilePath)
+	passert.Count(s, lines, "NumLines", 1)
+
+	ptest.RunAndValidate(t, p)
+}
+
+func TestReadAll(t *testing.T) {
+	p, s, files := ptest.CreateList([]string{testFilePath})
+	lines := ReadAll(s, files)
+	passert.Count(s, lines, "NumLines", 1)
+
+	ptest.RunAndValidate(t, p)
+}
+
+func TestWrite(t *testing.T) {
+	out := "text.txt"
+	p, s := beam.NewPipelineWithRoot()
+	lines := Read(s, testFilePath)
+	Write(s, out, lines)
+
+	ptest.RunAndValidate(t, p)
+
+	if _, err := os.Stat(out); errors.Is(err, os.ErrNotExist) {
+		t.Fatalf("Failed to write %v", out)
+	}
+	t.Cleanup(func() {
+		os.Remove(out)
+	})
+
+	outfileContents, _ := os.ReadFile(out)
+	infileContents, _ := os.ReadFile(testFilePath)
+	if got, want := string(outfileContents), string(infileContents); got != want {
+		t.Fatalf("Write() wrote the wrong contents. Got: %v Want: %v", got, want)
+	}
+}
+
+func TestImmediate(t *testing.T) {
+	f, err := os.CreateTemp("", "test2.txt")
+	if err != nil {
+		t.Fatalf("Failed to create temp file, err: %v", err)
+	}
+	t.Cleanup(func() {
+		os.Remove(f.Name())
+	})
+	if err := os.WriteFile(f.Name(), []byte("hello\ngo\n"), 0644); err != nil {
+		t.Fatalf("Failed to write file %v, err: %v", f, err)
+	}
+
+	p, s := beam.NewPipelineWithRoot()
+	lines, err := Immediate(s, f.Name())
+	if err != nil {
+		t.Fatalf("Failed to insert Immediate: %v", err)
+	}
+	passert.Count(s, lines, "NumLines", 2)
+
+	ptest.RunAndValidate(t, p)
+}

From 6aafcfdff3730cad6179ca7266ff8bfc4858dea7 Mon Sep 17 00:00:00 2001
From: emily <emilyye@google.com>
Date: Mon, 28 Feb 2022 23:46:44 -0800
Subject: [PATCH 55/61] [BEAM-9150] Fix beam_PostRelease_Python_Candidate
 (python RC validation scripts) (#16955)

---
 .../python_release_automation_utils.sh        | 35 ++++++++++++++++---
 ..._release_candidate_python_mobile_gaming.sh | 10 ++++--
 ...run_release_candidate_python_quickstart.sh |  4 +--
 3 files changed, 41 insertions(+), 8 deletions(-)

diff --git a/release/src/main/python-release/python_release_automation_utils.sh b/release/src/main/python-release/python_release_automation_utils.sh
index 5d0e1c6eff762..b328c428a7973 100644
--- a/release/src/main/python-release/python_release_automation_utils.sh
+++ b/release/src/main/python-release/python_release_automation_utils.sh
@@ -228,7 +228,7 @@ function cleanup_pubsub() {
 #   $2 - pid: the pid of running pipeline
 #   $3 - running_job (DataflowRunner only): the job id of streaming pipeline running on DataflowRunner
 #######################################
-function verify_steaming_result() {
+function verify_streaming_result() {
   retry=3
   should_see="Python: "
   while(( $retry > 0 )); do
@@ -295,9 +295,11 @@ function verify_user_score() {
 function verify_hourly_team_score() {
   retry=3
   should_see='AntiqueBrassPlatypus'
+  runner=$1
+
   while(( $retry >= 0 )); do
     if [[ $retry > 0 ]]; then
-      bq_pull_result=$(bq head -n 500 $DATASET.hourly_team_score_python_$1)
+      bq_pull_result=$(bq head -n 500 ${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner})
       if [[ $bq_pull_result = *"$should_see"* ]]; then
         echo "SUCCEED: hourly_team_score example successful run on $1-runner"
         break
@@ -307,14 +309,38 @@ function verify_hourly_team_score() {
         sleep 15
       fi
     else
-      echo "FAILED: HourlyTeamScore example failed running on $1-runner. \
-        Did not found scores of team $should_see in $DATASET.leader_board"
+      echo "FAILED: HourlyTeamScore example failed running on $runner runner. \
+        Did not found scores of team $should_see in ${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner}"
       complete "FAILED"
       exit 1
     fi
   done
 }
 
+function cleanup_hourly_team_score() {
+  retry=3
+  runner=$1
+
+  echo "Removing previously created table ${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner}..."
+  bq rm -q -f -t "${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner}"
+
+  while(( $retry >= 0 )); do
+    if [[ $retry > 0 ]]; then
+      bq_ls_result=$(bq ls $DATASET)
+      if [[ $bq_ls_result = *"${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner}"* ]]; then
+        retry=$(($retry-1))
+        echo "${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner} not cleaned up yet, waiting"
+        sleep 1000
+      else
+        echo "Confirmed ${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner} removed before running new test."
+        break
+      fi
+    else
+      echo "WARNING: Unable to clean up table ${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner}. \
+            You may need to manually run 'bq rm -r -t ${DATASET}.${HOURLY_TEAM_SCORE_TABLE_PREFIX}_${runner}'."
+    fi
+  done
+}
 
 # Python RC configurations
 VERSION=$(get_version)
@@ -336,4 +362,5 @@ PUBSUB_SUBSCRIPTION='wordstream-python-sub2'
 # Mobile Gaming Configurations
 DATASET='beam_postrelease_mobile_gaming'
 USERSCORE_OUTPUT_PREFIX='python-userscore_result'
+HOURLY_TEAM_SCORE_TABLE_PREFIX='hourly_team_score_python'
 GAME_INPUT_DATA='gs://dataflow-samples/game/5000_gaming_data.csv'
diff --git a/release/src/main/python-release/run_release_candidate_python_mobile_gaming.sh b/release/src/main/python-release/run_release_candidate_python_mobile_gaming.sh
index 30d8cea2bd951..efd903da48b84 100755
--- a/release/src/main/python-release/run_release_candidate_python_mobile_gaming.sh
+++ b/release/src/main/python-release/run_release_candidate_python_mobile_gaming.sh
@@ -100,12 +100,15 @@ function verify_userscore_dataflow() {
 #######################################
 function verify_hourlyteamscore_direct() {
   print_separator "Running HourlyTeamScore example with DirectRunner"
+  # Clean up old bq tables
+  cleanup_hourly_team_score "direct"
+
   python -m apache_beam.examples.complete.game.hourly_team_score \
     --project=$PROJECT_ID \
     --dataset=$DATASET \
     --input=$GAME_INPUT_DATA \
     --temp_location=gs://$BUCKET_NAME/temp/ \
-    --table="hourly_team_score_python_direct"
+    --table="${HOURLY_TEAM_SCORE_TABLE_PREFIX}_direct"
 
   verify_hourly_team_score "direct"
 }
@@ -121,6 +124,9 @@ function verify_hourlyteamscore_direct() {
 #######################################
 function verify_hourlyteamscore_dataflow() {
   print_separator "Running HourlyTeamScore example with DataflowRunner"
+  # Clean up old bq tables
+  cleanup_hourly_team_score "dataflow"
+
   python -m apache_beam.examples.complete.game.hourly_team_score \
     --project=$PROJECT_ID \
     --region=$REGION_ID \
@@ -129,7 +135,7 @@ function verify_hourlyteamscore_dataflow() {
     --temp_location=gs://$BUCKET_NAME/temp/ \
     --sdk_location $BEAM_PYTHON_SDK \
     --input=$GAME_INPUT_DATA \
-    --table="hourly_team_score_python_dataflow"
+    --table="${HOURLY_TEAM_SCORE_TABLE_PREFIX}_dataflow"
 
   verify_hourly_team_score "dataflow"
 }
diff --git a/release/src/main/python-release/run_release_candidate_python_quickstart.sh b/release/src/main/python-release/run_release_candidate_python_quickstart.sh
index 6f1e10da33b38..3af527acfa2e6 100755
--- a/release/src/main/python-release/run_release_candidate_python_quickstart.sh
+++ b/release/src/main/python-release/run_release_candidate_python_quickstart.sh
@@ -155,7 +155,7 @@ function verify_streaming_wordcount_direct() {
 
   # verify result
   run_pubsub_publish
-  verify_steaming_result "DirectRunner" $pid
+  verify_streaming_result "DirectRunner" $pid
 
   kill -9 $pid
   sleep 10
@@ -194,7 +194,7 @@ function verify_streaming_wordcount_dataflow() {
   # verify result
   run_pubsub_publish
   sleep 420
-  verify_steaming_result "DataflowRunner" $pid $running_job
+  verify_streaming_result "DataflowRunner" $pid $running_job
 
   kill -9 $pid
   gcloud dataflow jobs cancel $running_job

From d42d8d762b4d7b82852e8603ebfae25fcbb80e15 Mon Sep 17 00:00:00 2001
From: Benjamin Gonzalez <74670721+benWize@users.noreply.github.com>
Date: Tue, 1 Mar 2022 12:35:17 -0600
Subject: [PATCH 56/61] Merge pull request #16850: [BEAM-11205] Upgrade
 Libraries BOM dependencies to 24.3.0

* Update GCP Libraries BOM version to 24.3.0

* Update associated dependencies
---
 .../org/apache/beam/gradle/BeamModulePlugin.groovy   | 12 ++++++------
 .../container/license_scripts/dep_urls_java.yaml     |  2 +-
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
index b11b590ede869..cb5d979536158 100644
--- a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
+++ b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy
@@ -446,7 +446,7 @@ class BeamModulePlugin implements Plugin<Project> {
     // a dependency version which should match across multiple
     // Maven artifacts.
     def activemq_version = "5.14.5"
-    def autovalue_version = "1.8.2"
+    def autovalue_version = "1.9"
     def autoservice_version = "1.0.1"
     def aws_java_sdk_version = "1.12.135"
     def aws_java_sdk2_version = "2.17.106"
@@ -463,7 +463,7 @@ class BeamModulePlugin implements Plugin<Project> {
     def google_code_gson_version = "2.8.9"
     def google_oauth_clients_version = "1.32.1"
     // Try to keep grpc_version consistent with gRPC version in google_cloud_platform_libraries_bom
-    def grpc_version = "1.43.2"
+    def grpc_version = "1.44.0"
     def guava_version = "31.0.1-jre"
     def hadoop_version = "2.10.1"
     def hamcrest_version = "2.1"
@@ -479,7 +479,7 @@ class BeamModulePlugin implements Plugin<Project> {
     def postgres_version = "42.2.16"
     def powermock_version = "2.0.9"
     // Try to keep protobuf_version consistent with the protobuf version in google_cloud_platform_libraries_bom
-    def protobuf_version = "3.19.2"
+    def protobuf_version = "3.19.3"
     def quickcheck_version = "0.8"
     def slf4j_version = "1.7.30"
     def spark2_version = "2.4.8"
@@ -575,9 +575,9 @@ class BeamModulePlugin implements Plugin<Project> {
         google_cloud_pubsub                         : "com.google.cloud:google-cloud-pubsub", // google_cloud_platform_libraries_bom sets version
         google_cloud_pubsublite                     : "com.google.cloud:google-cloud-pubsublite", // google_cloud_platform_libraries_bom sets version
         // The GCP Libraries BOM dashboard shows the versions set by the BOM:
-        // https://storage.googleapis.com/cloud-opensource-java-dashboard/com.google.cloud/libraries-bom/24.2.0/artifact_details.html
+        // https://storage.googleapis.com/cloud-opensource-java-dashboard/com.google.cloud/libraries-bom/24.3.0/artifact_details.html
         // Update libraries-bom version on sdks/java/container/license_scripts/dep_urls_java.yaml
-        google_cloud_platform_libraries_bom         : "com.google.cloud:libraries-bom:24.2.0",
+        google_cloud_platform_libraries_bom         : "com.google.cloud:libraries-bom:24.3.0",
         google_cloud_spanner                        : "com.google.cloud:google-cloud-spanner", // google_cloud_platform_libraries_bom sets version
         google_cloud_spanner_test                   : "com.google.cloud:google-cloud-spanner:$google_cloud_spanner_version:tests",
         google_code_gson                            : "com.google.code.gson:gson:$google_code_gson_version",
@@ -648,7 +648,7 @@ class BeamModulePlugin implements Plugin<Project> {
         nemo_compiler_frontend_beam                 : "org.apache.nemo:nemo-compiler-frontend-beam:$nemo_version",
         netty_all                                   : "io.netty:netty-all:$netty_version",
         netty_handler                               : "io.netty:netty-handler:$netty_version",
-        netty_tcnative_boringssl_static             : "io.netty:netty-tcnative-boringssl-static:2.0.33.Final",
+        netty_tcnative_boringssl_static             : "io.netty:netty-tcnative-boringssl-static:2.0.46.Final",
         netty_transport_native_epoll                : "io.netty:netty-transport-native-epoll:$netty_version",
         postgres                                    : "org.postgresql:postgresql:$postgres_version",
         powermock                                   : "org.powermock:powermock-module-junit4:$powermock_version",
diff --git a/sdks/java/container/license_scripts/dep_urls_java.yaml b/sdks/java/container/license_scripts/dep_urls_java.yaml
index 03a882303586a..57745777c26fd 100644
--- a/sdks/java/container/license_scripts/dep_urls_java.yaml
+++ b/sdks/java/container/license_scripts/dep_urls_java.yaml
@@ -42,7 +42,7 @@ jaxen:
   '1.1.6':
     type: "3-Clause BSD"
 libraries-bom:
-  '24.2.0':
+  '24.3.0':
     license: "https://raw.githubusercontent.com/GoogleCloudPlatform/cloud-opensource-java/master/LICENSE"
     type: "Apache License 2.0"
 paranamer:

From 7735cb9e6c8b7298328ec9e50ee99a430e703a78 Mon Sep 17 00:00:00 2001
From: Pavel Avilov <avilovpavel6@gmail.com>
Date: Tue, 1 Mar 2022 22:26:14 +0300
Subject: [PATCH 57/61] Merge pull request #16484 from [BEAM-13633]
 [Playground] Implement method to get a default example for each SDKs

* Implement method to get a default example for each SDKs

* Add error handling

* Added saving of precompiled objects catalog to cache at the server startup

* Added caching of the catalog only in case of unspecified SDK

* Update regarding comments

* Update regarding comments

* Simplified logging regarding comment

* Get defaultExamplePath from the corresponding config

* Refactoring code

* Add the `link` field to response

* Remove gjson;
Resolve conflicts;

* Refactoring code

* Getting default precompiled object from cache

* Refactoring code

* Added saving of precompiled objects catalog to cache at the server startup

* Added caching of the catalog only in case of unspecified SDK

* Update regarding comments

* Update regarding comments

* Simplified logging regarding comment

* Updates regarding comments

* Update for environment_service_test.go

* Get default example from catalog

* GetCatalogFromCacheOrStorage method

* Update licenses

* Update licenses;
Resolve conflicts;

* [BEAM-13633][Playground]
Change saving default precompiled objects to the cache

* [BEAM-13633][Playground]
Change logic of saving and receiving info about default precompiled objects

* [BEAM-13633][Playground]
Separate for each sdk

* [BEAM-13633][Playground]
regenerate proto files

* Add code of the default example to response

* Revert "Add code of the default example to response"

This reverts commit da6baa0aaa272190d4a035568a5e4db0b093dfd9.

* Refactoring code

* Refactoring code;
Add test;

* Edit commentaries

* Refactoring code

* Add bucket name to methods

Co-authored-by: Artur Khanin <artur.khanin@akvelon.com>
Co-authored-by: AydarZaynutdinov <aydar.zaynutdinov@akvelon.com>
Co-authored-by: Pavel Avilov <pavel.avilov>
---
 playground/api/v1/api.proto                   |   1 +
 playground/backend/cmd/server/controller.go   |  30 +-
 playground/backend/cmd/server/server.go       |  13 +
 playground/backend/internal/api/v1/api.pb.go  | 398 +++++++++---------
 playground/backend/internal/cache/cache.go    |  11 +-
 .../internal/cache/local/local_cache.go       |  36 +-
 .../internal/cache/local/local_cache_test.go  |   3 +-
 .../internal/cache/redis/redis_cache.go       |  41 ++
 .../cloud_bucket/precompiled_objects.go       | 106 ++++-
 .../cloud_bucket/precompiled_objects_test.go  |   4 +-
 .../utils/precompiled_objects_utils.go        |  44 ++
 .../utils/precompiled_objects_utils_test.go   |  70 ++-
 playground/frontend/lib/api/v1/api.pb.dart    |  14 +
 .../frontend/lib/api/v1/api.pbjson.dart       |   3 +-
 playground/infrastructure/api/v1/api_pb2.py   |  83 ++--
 playground/infrastructure/cd_helper.py        |  35 ++
 playground/infrastructure/config.py           |   1 +
 playground/infrastructure/proxy/allow_list.py |   1 +
 playground/infrastructure/test_cd_helper.py   |  20 +-
 playground/infrastructure/test_helper.py      |   9 +-
 20 files changed, 651 insertions(+), 272 deletions(-)

diff --git a/playground/api/v1/api.proto b/playground/api/v1/api.proto
index 4756518ea38bc..bddb56bda5c70 100644
--- a/playground/api/v1/api.proto
+++ b/playground/api/v1/api.proto
@@ -165,6 +165,7 @@ message PrecompiledObject{
   string link = 6;
   bool multifile = 7;
   int32 context_line = 8;
+  bool default_example = 9;
 }
 
 // Categories represent the array of messages with sdk and categories at this sdk
diff --git a/playground/backend/cmd/server/controller.go b/playground/backend/cmd/server/controller.go
index 9397523be0f41..303fea8b0547b 100644
--- a/playground/backend/cmd/server/controller.go
+++ b/playground/backend/cmd/server/controller.go
@@ -260,16 +260,10 @@ func (controller *playgroundController) Cancel(ctx context.Context, info *pb.Can
 // - If there is no catalog in the cache, gets the catalog from the Storage and saves it to the cache
 // - If SDK or category is specified in the request, gets the catalog from the cache and filters it by SDK and category
 func (controller *playgroundController) GetPrecompiledObjects(ctx context.Context, info *pb.GetPrecompiledObjectsRequest) (*pb.GetPrecompiledObjectsResponse, error) {
-	catalog, err := controller.cacheService.GetCatalog(ctx)
+	catalog, err := utils.GetCatalogFromCacheOrStorage(ctx, controller.cacheService, controller.env.ApplicationEnvs.BucketName())
 	if err != nil {
-		logger.Errorf("GetPrecompiledObjects(): cache error: %s", err.Error())
-		catalog, err = utils.GetCatalogFromStorage(ctx, controller.env.ApplicationEnvs.BucketName())
-		if err != nil {
-			return nil, errors.InternalError("Error during getting Precompiled Objects", "Error with cloud connection")
-		}
-		if err = controller.cacheService.SetCatalog(ctx, catalog); err != nil {
-			logger.Errorf("GetPrecompiledObjects(): cache error: %s", err.Error())
-		}
+		logger.Errorf("GetPrecompiledObjects(): error during getting catalog: %s", err.Error())
+		return nil, errors.InternalError("Error during getting Precompiled Objects", "Error with cloud connection")
 	}
 	return &pb.GetPrecompiledObjectsResponse{
 		SdkCategories: utils.FilterCatalog(catalog, info.Sdk, info.Category),
@@ -279,7 +273,7 @@ func (controller *playgroundController) GetPrecompiledObjects(ctx context.Contex
 // GetPrecompiledObjectCode returns the code of the specific example
 func (controller *playgroundController) GetPrecompiledObjectCode(ctx context.Context, info *pb.GetPrecompiledObjectCodeRequest) (*pb.GetPrecompiledObjectCodeResponse, error) {
 	cd := cloud_bucket.New()
-	codeString, err := cd.GetPrecompiledObject(ctx, info.GetCloudPath(), controller.env.ApplicationEnvs.BucketName())
+	codeString, err := cd.GetPrecompiledObjectCode(ctx, info.GetCloudPath(), controller.env.ApplicationEnvs.BucketName())
 	if err != nil {
 		logger.Errorf("GetPrecompiledObjectCode(): cloud storage error: %s", err.Error())
 		return nil, errors.InternalError("Error during getting Precompiled Object's code", "Error with cloud connection")
@@ -323,3 +317,19 @@ func (controller *playgroundController) GetPrecompiledObjectGraph(ctx context.Co
 	response := pb.GetPrecompiledObjectGraphResponse{Graph: logs}
 	return &response, nil
 }
+
+// GetDefaultPrecompiledObject returns the default precompile object for sdk.
+func (controller *playgroundController) GetDefaultPrecompiledObject(ctx context.Context, info *pb.GetDefaultPrecompiledObjectRequest) (*pb.GetDefaultPrecompiledObjectResponse, error) {
+	switch info.Sdk {
+	case pb.Sdk_SDK_UNSPECIFIED:
+		logger.Errorf("GetDefaultPrecompiledObject(): unimplemented sdk: %s\n", info.Sdk)
+		return nil, errors.InvalidArgumentError("Error during preparing", "Sdk is not implemented yet: %s", info.Sdk.String())
+	}
+	precompiledObject, err := utils.GetDefaultPrecompiledObject(ctx, info.Sdk, controller.cacheService, controller.env.ApplicationEnvs.BucketName())
+	if err != nil {
+		logger.Errorf("GetDefaultPrecompiledObject(): error during getting catalog: %s", err.Error())
+		return nil, errors.InternalError("Error during getting Precompiled Objects", "Error with cloud connection")
+	}
+	response := pb.GetDefaultPrecompiledObjectResponse{PrecompiledObject: precompiledObject}
+	return &response, nil
+}
diff --git a/playground/backend/cmd/server/server.go b/playground/backend/cmd/server/server.go
index 03cc61f1516c2..b78aa7b062720 100644
--- a/playground/backend/cmd/server/server.go
+++ b/playground/backend/cmd/server/server.go
@@ -20,6 +20,7 @@ import (
 	"beam.apache.org/playground/backend/internal/cache"
 	"beam.apache.org/playground/backend/internal/cache/local"
 	"beam.apache.org/playground/backend/internal/cache/redis"
+	"beam.apache.org/playground/backend/internal/cloud_bucket"
 	"beam.apache.org/playground/backend/internal/environment"
 	"beam.apache.org/playground/backend/internal/logger"
 	"beam.apache.org/playground/backend/internal/utils"
@@ -127,6 +128,18 @@ func setupExamplesCatalog(ctx context.Context, cacheService cache.Cache, bucketN
 	if err = cacheService.SetCatalog(ctx, catalog); err != nil {
 		logger.Errorf("GetPrecompiledObjects(): cache error: %s", err.Error())
 	}
+
+	bucket := cloud_bucket.New()
+	defaultPrecompiledObjects, err := bucket.GetDefaultPrecompiledObjects(ctx, bucketName)
+	if err != nil {
+		return err
+	}
+	for sdk, precompiledObject := range defaultPrecompiledObjects {
+		if err := cacheService.SetDefaultPrecompiledObject(ctx, sdk, precompiledObject); err != nil {
+			logger.Errorf("GetPrecompiledObjects(): cache error: %s", err.Error())
+			return err
+		}
+	}
 	return nil
 }
 
diff --git a/playground/backend/internal/api/v1/api.pb.go b/playground/backend/internal/api/v1/api.pb.go
index 09cf94822dab5..95023091aaca3 100644
--- a/playground/backend/internal/api/v1/api.pb.go
+++ b/playground/backend/internal/api/v1/api.pb.go
@@ -1203,9 +1203,10 @@ type PrecompiledObject struct {
 	Type            PrecompiledObjectType `protobuf:"varint,4,opt,name=type,proto3,enum=api.v1.PrecompiledObjectType" json:"type,omitempty"`
 	PipelineOptions string                `protobuf:"bytes,5,opt,name=pipeline_options,json=pipelineOptions,proto3" json:"pipeline_options,omitempty"`
 	// Link to the example in the Beam repository
-	Link        string `protobuf:"bytes,6,opt,name=link,proto3" json:"link,omitempty"`
-	Multifile   bool   `protobuf:"varint,7,opt,name=multifile,proto3" json:"multifile,omitempty"`
-	ContextLine int32  `protobuf:"varint,8,opt,name=context_line,json=contextLine,proto3" json:"context_line,omitempty"`
+	Link           string `protobuf:"bytes,6,opt,name=link,proto3" json:"link,omitempty"`
+	Multifile      bool   `protobuf:"varint,7,opt,name=multifile,proto3" json:"multifile,omitempty"`
+	ContextLine    int32  `protobuf:"varint,8,opt,name=context_line,json=contextLine,proto3" json:"context_line,omitempty"`
+	DefaultExample bool   `protobuf:"varint,9,opt,name=default_example,json=defaultExample,proto3" json:"default_example,omitempty"`
 }
 
 func (x *PrecompiledObject) Reset() {
@@ -1296,6 +1297,13 @@ func (x *PrecompiledObject) GetContextLine() int32 {
 	return 0
 }
 
+func (x *PrecompiledObject) GetDefaultExample() bool {
+	if x != nil {
+		return x.DefaultExample
+	}
+	return false
+}
+
 // Categories represent the array of messages with sdk and categories at this sdk
 type Categories struct {
 	state         protoimpl.MessageState
@@ -2066,7 +2074,7 @@ var file_api_v1_api_proto_rawDesc = []byte{
 	0x74, 0x12, 0x23, 0x0a, 0x0d, 0x70, 0x69, 0x70, 0x65, 0x6c, 0x69, 0x6e, 0x65, 0x5f, 0x75, 0x75,
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 	0x63, 0x6f, 0x6d, 0x70, 0x69, 0x6c, 0x65, 0x64, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x12, 0x1d,
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@@ -2084,206 +2092,208 @@ var file_api_v1_api_proto_rawDesc = []byte{
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 }
 
 var (
diff --git a/playground/backend/internal/cache/cache.go b/playground/backend/internal/cache/cache.go
index e207f07f75b9b..2b30f145378bd 100644
--- a/playground/backend/internal/cache/cache.go
+++ b/playground/backend/internal/cache/cache.go
@@ -62,6 +62,9 @@ const (
 
 	// ExamplesCatalog is catalog of examples available in Playground
 	ExamplesCatalog string = "EXAMPLES_CATALOG"
+
+	// DefaultPrecompiledExamples is used to keep default examples
+	DefaultPrecompiledExamples string = "DEFAULT_PRECOMPILED_OBJECTS"
 )
 
 // Cache is used to store states and outputs for Apache Beam pipelines that running in Playground
@@ -86,6 +89,12 @@ type Cache interface {
 	// SetCatalog adds the given catalog to cache by ExamplesCatalog key.
 	SetCatalog(ctx context.Context, catalog []*pb.Categories) error
 
-	// GetCatalog return catalog from cache by ExamplesCatalog key.
+	// GetCatalog returns catalog from cache by ExamplesCatalog key.
 	GetCatalog(ctx context.Context) ([]*pb.Categories, error)
+
+	// SetDefaultPrecompiledObject adds default precompiled object for SDK into cache.
+	SetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk, precompiledObject *pb.PrecompiledObject) error
+
+	// GetDefaultPrecompiledObject returns default precompiled object for SDK from cache.
+	GetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk) (*pb.PrecompiledObject, error)
 }
diff --git a/playground/backend/internal/cache/local/local_cache.go b/playground/backend/internal/cache/local/local_cache.go
index bdc149f6a3a1f..64c39b6863ad0 100644
--- a/playground/backend/internal/cache/local/local_cache.go
+++ b/playground/backend/internal/cache/local/local_cache.go
@@ -31,20 +31,23 @@ const (
 
 type Cache struct {
 	sync.RWMutex
-	cleanupInterval     time.Duration
-	items               map[uuid.UUID]map[cache.SubKey]interface{}
-	pipelinesExpiration map[uuid.UUID]time.Time
-	catalog             []*pb.Categories
+	cleanupInterval           time.Duration
+	items                     map[uuid.UUID]map[cache.SubKey]interface{}
+	pipelinesExpiration       map[uuid.UUID]time.Time
+	catalog                   []*pb.Categories
+	defaultPrecompiledObjects map[pb.Sdk]*pb.PrecompiledObject
 }
 
 func New(ctx context.Context) *Cache {
 	items := make(map[uuid.UUID]map[cache.SubKey]interface{})
 	pipelinesExpiration := make(map[uuid.UUID]time.Time)
+	defaultPrecompiledObjects := make(map[pb.Sdk]*pb.PrecompiledObject)
 	ls := &Cache{
-		cleanupInterval:     cleanupInterval,
-		items:               items,
-		pipelinesExpiration: pipelinesExpiration,
-		catalog:             nil,
+		cleanupInterval:           cleanupInterval,
+		items:                     items,
+		pipelinesExpiration:       pipelinesExpiration,
+		catalog:                   nil,
+		defaultPrecompiledObjects: defaultPrecompiledObjects,
 	}
 
 	go ls.startGC(ctx)
@@ -124,6 +127,23 @@ func (lc *Cache) GetCatalog(ctx context.Context) ([]*pb.Categories, error) {
 	return lc.catalog, nil
 }
 
+func (lc *Cache) SetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk, precompiledObject *pb.PrecompiledObject) error {
+	lc.Lock()
+	defer lc.Unlock()
+	lc.defaultPrecompiledObjects[sdk] = precompiledObject
+	return nil
+}
+
+func (lc *Cache) GetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk) (*pb.PrecompiledObject, error) {
+	lc.RLock()
+	defer lc.RUnlock()
+	defaultPrecompiledObject := lc.defaultPrecompiledObjects[sdk]
+	if defaultPrecompiledObject == nil {
+		return nil, fmt.Errorf("default precompiled obejct is not found for %s sdk", sdk.String())
+	}
+	return defaultPrecompiledObject, nil
+}
+
 func (lc *Cache) startGC(ctx context.Context) {
 	ticker := time.NewTicker(lc.cleanupInterval)
 	for {
diff --git a/playground/backend/internal/cache/local/local_cache_test.go b/playground/backend/internal/cache/local/local_cache_test.go
index 34b2654ad065c..839d2dd5407a2 100644
--- a/playground/backend/internal/cache/local/local_cache_test.go
+++ b/playground/backend/internal/cache/local/local_cache_test.go
@@ -19,6 +19,7 @@ import (
 	pb "beam.apache.org/playground/backend/internal/api/v1"
 	"beam.apache.org/playground/backend/internal/cache"
 	"context"
+	"fmt"
 	"github.com/google/uuid"
 	"go.uber.org/goleak"
 	"reflect"
@@ -625,7 +626,7 @@ func TestNew(t *testing.T) {
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
-			if got := New(tt.args.ctx); !reflect.DeepEqual(got, tt.want) {
+			if got := New(tt.args.ctx); !reflect.DeepEqual(fmt.Sprint(got), fmt.Sprint(tt.want)) {
 				t.Errorf("New() = %v, want %v", got, tt.want)
 			}
 		})
diff --git a/playground/backend/internal/cache/redis/redis_cache.go b/playground/backend/internal/cache/redis/redis_cache.go
index b3cf206e30ce2..31bc0a479d24e 100644
--- a/playground/backend/internal/cache/redis/redis_cache.go
+++ b/playground/backend/internal/cache/redis/redis_cache.go
@@ -126,6 +126,47 @@ func (rc *Cache) GetCatalog(ctx context.Context) ([]*pb.Categories, error) {
 	return result, nil
 }
 
+func (rc *Cache) SetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk, precompiledObject *pb.PrecompiledObject) error {
+	precompiledObjectMarsh, err := json.Marshal(precompiledObject)
+	if err != nil {
+		logger.Errorf("Redis Cache: set default precompiled object: error during marshal precompiled object: %s, err: %s\n", precompiledObject, err.Error())
+		return err
+	}
+	sdkMarsh, err := json.Marshal(sdk)
+	if err != nil {
+		logger.Errorf("Redis Cache: set default precompiled object: error during marshal sdk: %s, err: %s\n", sdk, err.Error())
+		return err
+	}
+	err = rc.HSet(ctx, cache.DefaultPrecompiledExamples, sdkMarsh, precompiledObjectMarsh).Err()
+	if err != nil {
+		logger.Errorf("Redis Cache: set default precompiled object: error during HGet operation, err: %s\n", err.Error())
+		return err
+	}
+	return nil
+
+}
+
+func (rc *Cache) GetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk) (*pb.PrecompiledObject, error) {
+	sdkMarsh, err := json.Marshal(sdk)
+	if err != nil {
+		logger.Errorf("Redis Cache: get default precompiled object: error during marshal sdk: %s, err: %s\n", sdk, err.Error())
+		return nil, err
+	}
+
+	value, err := rc.HGet(ctx, cache.DefaultPrecompiledExamples, string(sdkMarsh)).Result()
+	if err != nil {
+		logger.Errorf("Redis Cache: get default precompiled object: error during HGet operation for key: %s, subKey: %s, err: %s\n", cache.DefaultPrecompiledExamples, sdkMarsh, err.Error())
+		return nil, err
+	}
+
+	result := new(pb.PrecompiledObject)
+	err = json.Unmarshal([]byte(value), &result)
+	if err != nil {
+		logger.Errorf("Redis Cache: get default precompiled object: error during unmarshal value, err: %s\n", err.Error())
+	}
+	return result, nil
+}
+
 // unmarshalBySubKey unmarshal value by subKey
 func unmarshalBySubKey(subKey cache.SubKey, value string) (interface{}, error) {
 	var result interface{}
diff --git a/playground/backend/internal/cloud_bucket/precompiled_objects.go b/playground/backend/internal/cloud_bucket/precompiled_objects.go
index 09dda526a9a27..945c5bcfb229c 100644
--- a/playground/backend/internal/cloud_bucket/precompiled_objects.go
+++ b/playground/backend/internal/cloud_bucket/precompiled_objects.go
@@ -24,6 +24,7 @@ import (
 	"fmt"
 	"google.golang.org/api/iterator"
 	"google.golang.org/api/option"
+	"io"
 	"io/ioutil"
 	"os"
 	"path/filepath"
@@ -32,16 +33,17 @@ import (
 )
 
 const (
-	OutputExtension  = "output"
-	LogsExtension    = "log"
-	GraphExtension   = "graph"
-	MetaInfoName     = "meta.info"
-	Timeout          = time.Minute
-	javaExtension    = "java"
-	goExtension      = "go"
-	pyExtension      = "py"
-	scioExtension    = "scala"
-	separatorsNumber = 3
+	OutputExtension              = "output"
+	LogsExtension                = "log"
+	GraphExtension               = "graph"
+	defaultPrecompiledObjectInfo = "defaultPrecompiledObject.info"
+	MetaInfoName                 = "meta.info"
+	Timeout                      = time.Minute
+	javaExtension                = "java"
+	goExtension                  = "go"
+	pyExtension                  = "py"
+	scioExtension                = "scala"
+	separatorsNumber             = 3
 )
 
 type ObjectInfo struct {
@@ -54,6 +56,7 @@ type ObjectInfo struct {
 	Link            string                   `protobuf:"bytes,3,opt,name=link,proto3" json:"link,omitempty"`
 	Multifile       bool                     `protobuf:"varint,7,opt,name=multifile,proto3" json:"multifile,omitempty"`
 	ContextLine     int32                    `protobuf:"varint,7,opt,name=context_line,proto3" json:"context_line,omitempty"`
+	DefaultExample  bool                     `protobuf:"varint,7,opt,name=default_example,json=defaultExample,proto3" json:"default_example,omitempty"`
 }
 
 type PrecompiledObjects []ObjectInfo
@@ -65,6 +68,7 @@ type SdkToCategories map[string]CategoryToPrecompiledObjects
 // the bucket where examples are stored would be public,
 // and it has a specific structure of files, namely:
 // SDK_JAVA/
+// ----defaultPrecompiledObject.info
 // ----PRECOMPILED_OBJECT_TYPE_EXAMPLE/
 // --------MinimalWordCount/
 // ----------- MinimalWordCount.java
@@ -82,6 +86,7 @@ type SdkToCategories map[string]CategoryToPrecompiledObjects
 // --------...
 // ----...
 // SDK_GO/
+// ----defaultPrecompiledObject.info
 // ----PRECOMPILED_OBJECT_TYPE_EXAMPLE/
 // --------MinimalWordCount/
 // ----------- MinimalWordCount.go
@@ -93,6 +98,12 @@ type SdkToCategories map[string]CategoryToPrecompiledObjects
 // ----PRECOMPILED_OBJECT_TYPE_KATA/
 // --------...
 // ----...
+//
+// defaultPrecompiledObject.info is a file that contains path to the default example:
+// {
+//   "SDK_JAVA": "SDK_JAVA/PRECOMPILED_OBJECT_TYPE_EXAMPLE/MinimalWordCount"
+// }
+//
 // meta.info is a json file that has the following fields:
 // {
 //  "name": "name of the example",
@@ -112,8 +123,8 @@ func New() *CloudStorage {
 	return &CloudStorage{}
 }
 
-// GetPrecompiledObject returns the source code of the example
-func (cd *CloudStorage) GetPrecompiledObject(ctx context.Context, precompiledObjectPath, bucketName string) (string, error) {
+// GetPrecompiledObjectCode returns the source code of the example
+func (cd *CloudStorage) GetPrecompiledObjectCode(ctx context.Context, precompiledObjectPath, bucketName string) (string, error) {
 	extension, err := getFileExtensionBySdk(precompiledObjectPath)
 	if err != nil {
 		return "", err
@@ -210,6 +221,77 @@ func (cd *CloudStorage) GetPrecompiledObjects(ctx context.Context, targetSdk pb.
 	return &precompiledObjects, nil
 }
 
+// GetDefaultPrecompiledObjects returns the default precompiled objects
+func (cd *CloudStorage) GetDefaultPrecompiledObjects(ctx context.Context, bucketName string) (map[pb.Sdk]*pb.PrecompiledObject, error) {
+	client, err := storage.NewClient(ctx, option.WithoutAuthentication())
+	if err != nil {
+		return nil, fmt.Errorf("storage.NewClient: %v", err)
+	}
+	defer client.Close()
+	bucket := client.Bucket(bucketName)
+
+	paths := make(map[pb.Sdk]string, 0)
+	for _, sdkName := range pb.Sdk_name {
+		sdk := pb.Sdk(pb.Sdk_value[sdkName])
+		if sdk == pb.Sdk_SDK_UNSPECIFIED {
+			continue
+		}
+		path, err := cd.getDefaultPrecompiledObjectsPath(ctx, bucket, sdk)
+		if err != nil {
+			return nil, err
+		}
+		paths[sdk] = path
+	}
+
+	defaultPrecompiledObjects := make(map[pb.Sdk]*pb.PrecompiledObject, 0)
+	for sdk, path := range paths {
+		infoPath := filepath.Join(path, MetaInfoName)
+		rc, err := bucket.Object(infoPath).NewReader(ctx)
+		if err != nil {
+			logger.Errorf("Object(%q).NewReader: %v", infoPath, err.Error())
+			continue
+		}
+		metaFile, err := ioutil.ReadAll(rc)
+		if err != nil {
+			logger.Errorf("ioutil.ReadAll: %v", err.Error())
+			continue
+		}
+		rc.Close()
+
+		precompiledObject := &pb.PrecompiledObject{}
+		err = json.Unmarshal(metaFile, &precompiledObject)
+		if err != nil {
+			logger.Errorf("json.Unmarshal: %v", err.Error())
+			return nil, err
+		}
+		precompiledObject.CloudPath = path
+		defaultPrecompiledObjects[sdk] = precompiledObject
+	}
+	return defaultPrecompiledObjects, nil
+}
+
+// getDefaultPrecompiledObjectsPath returns path for SDK to the default precompiled object
+func (cd *CloudStorage) getDefaultPrecompiledObjectsPath(ctx context.Context, bucket *storage.BucketHandle, sdk pb.Sdk) (string, error) {
+	pathToFile := fmt.Sprintf("%s/%s", sdk.String(), defaultPrecompiledObjectInfo)
+	rc, err := bucket.Object(pathToFile).NewReader(ctx)
+	if err != nil {
+		logger.Errorf("Object(%q).NewReader: %v", pathToFile, err.Error())
+		return "", err
+	}
+
+	data, err := io.ReadAll(rc)
+	if err != nil {
+		logger.Errorf("ioutil.ReadAll: %v", err.Error())
+		return "", err
+	}
+
+	path := make(map[string]string, 0)
+	if err := json.Unmarshal(data, &path); err != nil {
+		return "", err
+	}
+	return path[sdk.String()], nil
+}
+
 // getPrecompiledObjectsDirs finds directories with precompiled objects
 // Since there is no notion of directory at cloud storage, then
 // to avoid duplicates of a base path (directory) need to store it in a set/map.
diff --git a/playground/backend/internal/cloud_bucket/precompiled_objects_test.go b/playground/backend/internal/cloud_bucket/precompiled_objects_test.go
index 30beb10ea2b52..52a8a85a134c1 100644
--- a/playground/backend/internal/cloud_bucket/precompiled_objects_test.go
+++ b/playground/backend/internal/cloud_bucket/precompiled_objects_test.go
@@ -251,8 +251,8 @@ func Benchmark_GetPrecompiledObjectOutput(b *testing.B) {
 	}
 }
 
-func Benchmark_GetPrecompiledObject(b *testing.B) {
+func Benchmark_GetPrecompiledObjectCode(b *testing.B) {
 	for i := 0; i < b.N; i++ {
-		_, _ = bucket.GetPrecompiledObject(ctx, precompiledObjectPath, defaultBucketName)
+		_, _ = bucket.GetPrecompiledObjectCode(ctx, precompiledObjectPath, defaultBucketName)
 	}
 }
diff --git a/playground/backend/internal/utils/precompiled_objects_utils.go b/playground/backend/internal/utils/precompiled_objects_utils.go
index 9f38c7d0026a4..2b779ab5878d1 100644
--- a/playground/backend/internal/utils/precompiled_objects_utils.go
+++ b/playground/backend/internal/utils/precompiled_objects_utils.go
@@ -17,9 +17,11 @@ package utils
 
 import (
 	pb "beam.apache.org/playground/backend/internal/api/v1"
+	"beam.apache.org/playground/backend/internal/cache"
 	"beam.apache.org/playground/backend/internal/cloud_bucket"
 	"beam.apache.org/playground/backend/internal/logger"
 	"context"
+	"fmt"
 )
 
 // PutPrecompiledObjectsToCategory adds categories with precompiled objects to protobuf object
@@ -38,6 +40,7 @@ func PutPrecompiledObjectsToCategory(categoryName string, precompiledObjects *cl
 			Link:            object.Link,
 			Multifile:       object.Multifile,
 			ContextLine:     object.ContextLine,
+			DefaultExample:  object.DefaultExample,
 		})
 	}
 	sdkCategory.Categories = append(sdkCategory.Categories, &category)
@@ -93,3 +96,44 @@ func FilterCatalog(catalog []*pb.Categories, sdk pb.Sdk, categoryName string) []
 	}
 	return result
 }
+
+// GetDefaultPrecompiledObject returns the default precompiled objects from cache for sdk
+func GetDefaultPrecompiledObject(ctx context.Context, sdk pb.Sdk, cacheService cache.Cache, bucketName string) (*pb.PrecompiledObject, error) {
+	precompiledObject, err := cacheService.GetDefaultPrecompiledObject(ctx, sdk)
+	if err != nil {
+		logger.Errorf("GetDefaultPrecompiledObject(): error during getting default precompiled object %s", err.Error())
+		bucket := cloud_bucket.New()
+		defaultPrecompiledObjects, err := bucket.GetDefaultPrecompiledObjects(ctx, bucketName)
+		if err != nil {
+			return nil, err
+		}
+		for sdk, precompiledObject := range defaultPrecompiledObjects {
+			if err := cacheService.SetDefaultPrecompiledObject(ctx, sdk, precompiledObject); err != nil {
+				logger.Errorf("GetPrecompiledObjects(): cache error: %s", err.Error())
+			}
+		}
+		precompiledObject, ok := defaultPrecompiledObjects[sdk]
+		if !ok {
+			return nil, fmt.Errorf("no default precompiled object found for this sdk: %s", sdk)
+		}
+		return precompiledObject, nil
+	}
+	return precompiledObject, nil
+}
+
+// GetCatalogFromCacheOrStorage returns the precompiled objects catalog from cache
+// - If there is no catalog in the cache, gets the catalog from the Storage and saves it to the cache
+func GetCatalogFromCacheOrStorage(ctx context.Context, cacheService cache.Cache, bucketName string) ([]*pb.Categories, error) {
+	catalog, err := cacheService.GetCatalog(ctx)
+	if err != nil {
+		logger.Errorf("GetCatalog(): cache error: %s", err.Error())
+		catalog, err = GetCatalogFromStorage(ctx, bucketName)
+		if err != nil {
+			return nil, err
+		}
+		if err = cacheService.SetCatalog(ctx, catalog); err != nil {
+			logger.Errorf("SetCatalog(): cache error: %s", err.Error())
+		}
+	}
+	return catalog, nil
+}
diff --git a/playground/backend/internal/utils/precompiled_objects_utils_test.go b/playground/backend/internal/utils/precompiled_objects_utils_test.go
index 71fbe5af16ea7..e1b345a663194 100644
--- a/playground/backend/internal/utils/precompiled_objects_utils_test.go
+++ b/playground/backend/internal/utils/precompiled_objects_utils_test.go
@@ -17,14 +17,18 @@ package utils
 
 import (
 	pb "beam.apache.org/playground/backend/internal/api/v1"
+	"beam.apache.org/playground/backend/internal/cache"
+	"beam.apache.org/playground/backend/internal/cache/local"
 	"beam.apache.org/playground/backend/internal/cloud_bucket"
+	"beam.apache.org/playground/backend/internal/logger"
+	"context"
 	"reflect"
 	"testing"
 )
 
 func TestPutPrecompiledObjectsToCategory(t *testing.T) {
 	precompiledObjectToAdd := &cloud_bucket.PrecompiledObjects{
-		{"TestName", "SDK_JAVA/TestCategory/TestName.java", "TestDescription", pb.PrecompiledObjectType_PRECOMPILED_OBJECT_TYPE_EXAMPLE, []string{""}, "", "", false, 1},
+		{"TestName", "SDK_JAVA/TestCategory/TestName.java", "TestDescription", pb.PrecompiledObjectType_PRECOMPILED_OBJECT_TYPE_EXAMPLE, []string{""}, "", "", false, 1, false},
 	}
 	type args struct {
 		categoryName       string
@@ -205,3 +209,67 @@ func TestFilterPrecompiledObjects(t *testing.T) {
 		})
 	}
 }
+
+func TestGetDefaultPrecompiledObject(t *testing.T) {
+	ctx := context.Background()
+	cacheService := local.New(ctx)
+	defaultPrecompiledObject := &pb.PrecompiledObject{
+		CloudPath:       "cloudPath",
+		Name:            "Name",
+		Description:     "Description",
+		Type:            pb.PrecompiledObjectType_PRECOMPILED_OBJECT_TYPE_EXAMPLE,
+		PipelineOptions: "--key value",
+		Link:            "Link",
+		ContextLine:     1,
+		DefaultExample:  true,
+	}
+	err := cacheService.SetDefaultPrecompiledObject(ctx, pb.Sdk_SDK_JAVA, defaultPrecompiledObject)
+	if err != nil {
+		logger.Errorf("Error during set up test")
+	}
+
+	type args struct {
+		ctx          context.Context
+		sdk          pb.Sdk
+		cacheService cache.Cache
+	}
+	tests := []struct {
+		name    string
+		args    args
+		want    *pb.PrecompiledObject
+		wantErr bool
+	}{
+		{
+			name: "there is default precompiled object",
+			args: args{
+				ctx:          ctx,
+				sdk:          pb.Sdk_SDK_JAVA,
+				cacheService: cacheService,
+			},
+			want:    defaultPrecompiledObject,
+			wantErr: false,
+		},
+		{
+			name: "there is no default precompiled object",
+			args: args{
+				ctx:          ctx,
+				sdk:          pb.Sdk_SDK_UNSPECIFIED,
+				cacheService: cacheService,
+			},
+			want:    nil,
+			wantErr: true,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, err := GetDefaultPrecompiledObject(tt.args.ctx, tt.args.sdk, tt.args.cacheService, "")
+			if (err != nil) != tt.wantErr {
+				t.Errorf("GetDefaultPrecompiledObject() error = %v, wantErr %v", err, tt.wantErr)
+				return
+			}
+			if !reflect.DeepEqual(got, tt.want) {
+				t.Errorf("GetDefaultPrecompiledObject() got = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
diff --git a/playground/frontend/lib/api/v1/api.pb.dart b/playground/frontend/lib/api/v1/api.pb.dart
index 3e388da97d126..de916d4552f34 100644
--- a/playground/frontend/lib/api/v1/api.pb.dart
+++ b/playground/frontend/lib/api/v1/api.pb.dart
@@ -991,6 +991,7 @@ class PrecompiledObject extends $pb.GeneratedMessage {
     ..aOS(6, const $core.bool.fromEnvironment('protobuf.omit_field_names') ? '' : 'link')
     ..aOB(7, const $core.bool.fromEnvironment('protobuf.omit_field_names') ? '' : 'multifile')
     ..a<$core.int>(8, const $core.bool.fromEnvironment('protobuf.omit_field_names') ? '' : 'contextLine', $pb.PbFieldType.O3)
+    ..aOB(9, const $core.bool.fromEnvironment('protobuf.omit_field_names') ? '' : 'defaultExample')
     ..hasRequiredFields = false
   ;
 
@@ -1004,6 +1005,7 @@ class PrecompiledObject extends $pb.GeneratedMessage {
     $core.String? link,
     $core.bool? multifile,
     $core.int? contextLine,
+    $core.bool? defaultExample,
   }) {
     final _result = create();
     if (cloudPath != null) {
@@ -1030,6 +1032,9 @@ class PrecompiledObject extends $pb.GeneratedMessage {
     if (contextLine != null) {
       _result.contextLine = contextLine;
     }
+    if (defaultExample != null) {
+      _result.defaultExample = defaultExample;
+    }
     return _result;
   }
   factory PrecompiledObject.fromBuffer($core.List<$core.int> i, [$pb.ExtensionRegistry r = $pb.ExtensionRegistry.EMPTY]) => create()..mergeFromBuffer(i, r);
@@ -1124,6 +1129,15 @@ class PrecompiledObject extends $pb.GeneratedMessage {
   $core.bool hasContextLine() => $_has(7);
   @$pb.TagNumber(8)
   void clearContextLine() => clearField(8);
+
+  @$pb.TagNumber(9)
+  $core.bool get defaultExample => $_getBF(8);
+  @$pb.TagNumber(9)
+  set defaultExample($core.bool v) { $_setBool(8, v); }
+  @$pb.TagNumber(9)
+  $core.bool hasDefaultExample() => $_has(8);
+  @$pb.TagNumber(9)
+  void clearDefaultExample() => clearField(9);
 }
 
 class Categories_Category extends $pb.GeneratedMessage {
diff --git a/playground/frontend/lib/api/v1/api.pbjson.dart b/playground/frontend/lib/api/v1/api.pbjson.dart
index 73986428da058..a952e8404987e 100644
--- a/playground/frontend/lib/api/v1/api.pbjson.dart
+++ b/playground/frontend/lib/api/v1/api.pbjson.dart
@@ -286,11 +286,12 @@ const PrecompiledObject$json = const {
     const {'1': 'link', '3': 6, '4': 1, '5': 9, '10': 'link'},
     const {'1': 'multifile', '3': 7, '4': 1, '5': 8, '10': 'multifile'},
     const {'1': 'context_line', '3': 8, '4': 1, '5': 5, '10': 'contextLine'},
+    const {'1': 'default_example', '3': 9, '4': 1, '5': 8, '10': 'defaultExample'},
   ],
 };
 
 /// Descriptor for `PrecompiledObject`. Decode as a `google.protobuf.DescriptorProto`.
-final $typed_data.Uint8List precompiledObjectDescriptor = $convert.base64Decode('ChFQcmVjb21waWxlZE9iamVjdBIdCgpjbG91ZF9wYXRoGAEgASgJUgljbG91ZFBhdGgSEgoEbmFtZRgCIAEoCVIEbmFtZRIgCgtkZXNjcmlwdGlvbhgDIAEoCVILZGVzY3JpcHRpb24SMQoEdHlwZRgEIAEoDjIdLmFwaS52MS5QcmVjb21waWxlZE9iamVjdFR5cGVSBHR5cGUSKQoQcGlwZWxpbmVfb3B0aW9ucxgFIAEoCVIPcGlwZWxpbmVPcHRpb25zEhIKBGxpbmsYBiABKAlSBGxpbmsSHAoJbXVsdGlmaWxlGAcgASgIUgltdWx0aWZpbGUSIQoMY29udGV4dF9saW5lGAggASgFUgtjb250ZXh0TGluZQ==');
+final $typed_data.Uint8List precompiledObjectDescriptor = $convert.base64Decode('ChFQcmVjb21waWxlZE9iamVjdBIdCgpjbG91ZF9wYXRoGAEgASgJUgljbG91ZFBhdGgSEgoEbmFtZRgCIAEoCVIEbmFtZRIgCgtkZXNjcmlwdGlvbhgDIAEoCVILZGVzY3JpcHRpb24SMQoEdHlwZRgEIAEoDjIdLmFwaS52MS5QcmVjb21waWxlZE9iamVjdFR5cGVSBHR5cGUSKQoQcGlwZWxpbmVfb3B0aW9ucxgFIAEoCVIPcGlwZWxpbmVPcHRpb25zEhIKBGxpbmsYBiABKAlSBGxpbmsSHAoJbXVsdGlmaWxlGAcgASgIUgltdWx0aWZpbGUSIQoMY29udGV4dF9saW5lGAggASgFUgtjb250ZXh0TGluZRInCg9kZWZhdWx0X2V4YW1wbGUYCSABKAhSDmRlZmF1bHRFeGFtcGxl');
 @$core.Deprecated('Use categoriesDescriptor instead')
 const Categories$json = const {
   '1': 'Categories',
diff --git a/playground/infrastructure/api/v1/api_pb2.py b/playground/infrastructure/api/v1/api_pb2.py
index 77a0f2b15587a..3108cd7469772 100644
--- a/playground/infrastructure/api/v1/api_pb2.py
+++ b/playground/infrastructure/api/v1/api_pb2.py
@@ -35,7 +35,7 @@
   syntax='proto3',
   serialized_options=b'Z6beam.apache.org/playground/backend/internal;playground',
   create_key=_descriptor._internal_create_key,
-  serialized_pb=b'\n\tapi.proto\x12\x06\x61pi.v1\"R\n\x0eRunCodeRequest\x12\x0c\n\x04\x63ode\x18\x01 \x01(\t\x12\x18\n\x03sdk\x18\x02 \x01(\x0e\x32\x0b.api.v1.Sdk\x12\x18\n\x10pipeline_options\x18\x03 \x01(\t\"(\n\x0fRunCodeResponse\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"+\n\x12\x43heckStatusRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"5\n\x13\x43heckStatusResponse\x12\x1e\n\x06status\x18\x01 \x01(\x0e\x32\x0e.api.v1.Status\"3\n\x1aGetValidationOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"-\n\x1bGetValidationOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"4\n\x1bGetPreparationOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\".\n\x1cGetPreparationOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"0\n\x17GetCompileOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"*\n\x18GetCompileOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\",\n\x13GetRunOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"&\n\x14GetRunOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"+\n\x12GetRunErrorRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"%\n\x13GetRunErrorResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"\'\n\x0eGetLogsRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"!\n\x0fGetLogsResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"(\n\x0fGetGraphRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"!\n\x10GetGraphResponse\x12\r\n\x05graph\x18\x01 \x01(\t\"&\n\rCancelRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"\x10\n\x0e\x43\x61ncelResponse\"\xc8\x01\n\x11PrecompiledObject\x12\x12\n\ncloud_path\x18\x01 \x01(\t\x12\x0c\n\x04name\x18\x02 \x01(\t\x12\x13\n\x0b\x64\x65scription\x18\x03 \x01(\t\x12+\n\x04type\x18\x04 \x01(\x0e\x32\x1d.api.v1.PrecompiledObjectType\x12\x18\n\x10pipeline_options\x18\x05 \x01(\t\x12\x0c\n\x04link\x18\x06 \x01(\t\x12\x11\n\tmultifile\x18\x07 \x01(\x08\x12\x14\n\x0c\x63ontext_line\x18\x08 \x01(\x05\"\xb2\x01\n\nCategories\x12\x18\n\x03sdk\x18\x01 \x01(\x0e\x32\x0b.api.v1.Sdk\x12/\n\ncategories\x18\x02 \x03(\x0b\x32\x1b.api.v1.Categories.Category\x1aY\n\x08\x43\x61tegory\x12\x15\n\rcategory_name\x18\x01 \x01(\t\x12\x36\n\x13precompiled_objects\x18\x02 \x03(\x0b\x32\x19.api.v1.PrecompiledObject\"J\n\x1cGetPrecompiledObjectsRequest\x12\x18\n\x03sdk\x18\x01 \x01(\x0e\x32\x0b.api.v1.Sdk\x12\x10\n\x08\x63\x61tegory\x18\x02 \x01(\t\"5\n\x1fGetPrecompiledObjectCodeRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\"7\n!GetPrecompiledObjectOutputRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\"5\n\x1fGetPrecompiledObjectLogsRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\"6\n GetPrecompiledObjectGraphRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\">\n\"GetDefaultPrecompiledObjectRequest\x12\x18\n\x03sdk\x18\x01 \x01(\x0e\x32\x0b.api.v1.Sdk\"K\n\x1dGetPrecompiledObjectsResponse\x12*\n\x0esdk_categories\x18\x01 \x03(\x0b\x32\x12.api.v1.Categories\"0\n GetPrecompiledObjectCodeResponse\x12\x0c\n\x04\x63ode\x18\x01 \x01(\t\"4\n\"GetPrecompiledObjectOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"2\n GetPrecompiledObjectLogsResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"2\n!GetPrecompiledObjectGraphResponse\x12\r\n\x05graph\x18\x01 \x01(\t\"\\\n#GetDefaultPrecompiledObjectResponse\x12\x35\n\x12precompiled_object\x18\x01 \x01(\x0b\x32\x19.api.v1.PrecompiledObject*R\n\x03Sdk\x12\x13\n\x0fSDK_UNSPECIFIED\x10\x00\x12\x0c\n\x08SDK_JAVA\x10\x01\x12\n\n\x06SDK_GO\x10\x02\x12\x0e\n\nSDK_PYTHON\x10\x03\x12\x0c\n\x08SDK_SCIO\x10\x04*\xb8\x02\n\x06Status\x12\x16\n\x12STATUS_UNSPECIFIED\x10\x00\x12\x15\n\x11STATUS_VALIDATING\x10\x01\x12\x1b\n\x17STATUS_VALIDATION_ERROR\x10\x02\x12\x14\n\x10STATUS_PREPARING\x10\x03\x12\x1c\n\x18STATUS_PREPARATION_ERROR\x10\x04\x12\x14\n\x10STATUS_COMPILING\x10\x05\x12\x18\n\x14STATUS_COMPILE_ERROR\x10\x06\x12\x14\n\x10STATUS_EXECUTING\x10\x07\x12\x13\n\x0fSTATUS_FINISHED\x10\x08\x12\x14\n\x10STATUS_RUN_ERROR\x10\t\x12\x10\n\x0cSTATUS_ERROR\x10\n\x12\x16\n\x12STATUS_RUN_TIMEOUT\x10\x0b\x12\x13\n\x0fSTATUS_CANCELED\x10\x0c*\xae\x01\n\x15PrecompiledObjectType\x12\'\n#PRECOMPILED_OBJECT_TYPE_UNSPECIFIED\x10\x00\x12#\n\x1fPRECOMPILED_OBJECT_TYPE_EXAMPLE\x10\x01\x12 \n\x1cPRECOMPILED_OBJECT_TYPE_KATA\x10\x02\x12%\n!PRECOMPILED_OBJECT_TYPE_UNIT_TEST\x10\x03\x32\x9b\x0b\n\x11PlaygroundService\x12:\n\x07RunCode\x12\x16.api.v1.RunCodeRequest\x1a\x17.api.v1.RunCodeResponse\x12\x46\n\x0b\x43heckStatus\x12\x1a.api.v1.CheckStatusRequest\x1a\x1b.api.v1.CheckStatusResponse\x12I\n\x0cGetRunOutput\x12\x1b.api.v1.GetRunOutputRequest\x1a\x1c.api.v1.GetRunOutputResponse\x12:\n\x07GetLogs\x12\x16.api.v1.GetLogsRequest\x1a\x17.api.v1.GetLogsResponse\x12=\n\x08GetGraph\x12\x17.api.v1.GetGraphRequest\x1a\x18.api.v1.GetGraphResponse\x12\x46\n\x0bGetRunError\x12\x1a.api.v1.GetRunErrorRequest\x1a\x1b.api.v1.GetRunErrorResponse\x12^\n\x13GetValidationOutput\x12\".api.v1.GetValidationOutputRequest\x1a#.api.v1.GetValidationOutputResponse\x12\x61\n\x14GetPreparationOutput\x12#.api.v1.GetPreparationOutputRequest\x1a$.api.v1.GetPreparationOutputResponse\x12U\n\x10GetCompileOutput\x12\x1f.api.v1.GetCompileOutputRequest\x1a .api.v1.GetCompileOutputResponse\x12\x37\n\x06\x43\x61ncel\x12\x15.api.v1.CancelRequest\x1a\x16.api.v1.CancelResponse\x12\x64\n\x15GetPrecompiledObjects\x12$.api.v1.GetPrecompiledObjectsRequest\x1a%.api.v1.GetPrecompiledObjectsResponse\x12m\n\x18GetPrecompiledObjectCode\x12\'.api.v1.GetPrecompiledObjectCodeRequest\x1a(.api.v1.GetPrecompiledObjectCodeResponse\x12s\n\x1aGetPrecompiledObjectOutput\x12).api.v1.GetPrecompiledObjectOutputRequest\x1a*.api.v1.GetPrecompiledObjectOutputResponse\x12m\n\x18GetPrecompiledObjectLogs\x12\'.api.v1.GetPrecompiledObjectLogsRequest\x1a(.api.v1.GetPrecompiledObjectLogsResponse\x12p\n\x19GetPrecompiledObjectGraph\x12(.api.v1.GetPrecompiledObjectGraphRequest\x1a).api.v1.GetPrecompiledObjectGraphResponse\x12v\n\x1bGetDefaultPrecompiledObject\x12*.api.v1.GetDefaultPrecompiledObjectRequest\x1a+.api.v1.GetDefaultPrecompiledObjectResponseB8Z6beam.apache.org/playground/backend/internal;playgroundb\x06proto3'
+  serialized_pb=b'\n\tapi.proto\x12\x06\x61pi.v1\"R\n\x0eRunCodeRequest\x12\x0c\n\x04\x63ode\x18\x01 \x01(\t\x12\x18\n\x03sdk\x18\x02 \x01(\x0e\x32\x0b.api.v1.Sdk\x12\x18\n\x10pipeline_options\x18\x03 \x01(\t\"(\n\x0fRunCodeResponse\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"+\n\x12\x43heckStatusRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"5\n\x13\x43heckStatusResponse\x12\x1e\n\x06status\x18\x01 \x01(\x0e\x32\x0e.api.v1.Status\"3\n\x1aGetValidationOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"-\n\x1bGetValidationOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"4\n\x1bGetPreparationOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\".\n\x1cGetPreparationOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"0\n\x17GetCompileOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"*\n\x18GetCompileOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\",\n\x13GetRunOutputRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"&\n\x14GetRunOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"+\n\x12GetRunErrorRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"%\n\x13GetRunErrorResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"\'\n\x0eGetLogsRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"!\n\x0fGetLogsResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"(\n\x0fGetGraphRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"!\n\x10GetGraphResponse\x12\r\n\x05graph\x18\x01 \x01(\t\"&\n\rCancelRequest\x12\x15\n\rpipeline_uuid\x18\x01 \x01(\t\"\x10\n\x0e\x43\x61ncelResponse\"\xe1\x01\n\x11PrecompiledObject\x12\x12\n\ncloud_path\x18\x01 \x01(\t\x12\x0c\n\x04name\x18\x02 \x01(\t\x12\x13\n\x0b\x64\x65scription\x18\x03 \x01(\t\x12+\n\x04type\x18\x04 \x01(\x0e\x32\x1d.api.v1.PrecompiledObjectType\x12\x18\n\x10pipeline_options\x18\x05 \x01(\t\x12\x0c\n\x04link\x18\x06 \x01(\t\x12\x11\n\tmultifile\x18\x07 \x01(\x08\x12\x14\n\x0c\x63ontext_line\x18\x08 \x01(\x05\x12\x17\n\x0f\x64\x65\x66\x61ult_example\x18\t \x01(\x08\"\xb2\x01\n\nCategories\x12\x18\n\x03sdk\x18\x01 \x01(\x0e\x32\x0b.api.v1.Sdk\x12/\n\ncategories\x18\x02 \x03(\x0b\x32\x1b.api.v1.Categories.Category\x1aY\n\x08\x43\x61tegory\x12\x15\n\rcategory_name\x18\x01 \x01(\t\x12\x36\n\x13precompiled_objects\x18\x02 \x03(\x0b\x32\x19.api.v1.PrecompiledObject\"J\n\x1cGetPrecompiledObjectsRequest\x12\x18\n\x03sdk\x18\x01 \x01(\x0e\x32\x0b.api.v1.Sdk\x12\x10\n\x08\x63\x61tegory\x18\x02 \x01(\t\"5\n\x1fGetPrecompiledObjectCodeRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\"7\n!GetPrecompiledObjectOutputRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\"5\n\x1fGetPrecompiledObjectLogsRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\"6\n GetPrecompiledObjectGraphRequest\x12\x12\n\ncloud_path\x18\x01 \x01(\t\">\n\"GetDefaultPrecompiledObjectRequest\x12\x18\n\x03sdk\x18\x01 \x01(\x0e\x32\x0b.api.v1.Sdk\"K\n\x1dGetPrecompiledObjectsResponse\x12*\n\x0esdk_categories\x18\x01 \x03(\x0b\x32\x12.api.v1.Categories\"0\n GetPrecompiledObjectCodeResponse\x12\x0c\n\x04\x63ode\x18\x01 \x01(\t\"4\n\"GetPrecompiledObjectOutputResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"2\n GetPrecompiledObjectLogsResponse\x12\x0e\n\x06output\x18\x01 \x01(\t\"2\n!GetPrecompiledObjectGraphResponse\x12\r\n\x05graph\x18\x01 \x01(\t\"\\\n#GetDefaultPrecompiledObjectResponse\x12\x35\n\x12precompiled_object\x18\x01 \x01(\x0b\x32\x19.api.v1.PrecompiledObject*R\n\x03Sdk\x12\x13\n\x0fSDK_UNSPECIFIED\x10\x00\x12\x0c\n\x08SDK_JAVA\x10\x01\x12\n\n\x06SDK_GO\x10\x02\x12\x0e\n\nSDK_PYTHON\x10\x03\x12\x0c\n\x08SDK_SCIO\x10\x04*\xb8\x02\n\x06Status\x12\x16\n\x12STATUS_UNSPECIFIED\x10\x00\x12\x15\n\x11STATUS_VALIDATING\x10\x01\x12\x1b\n\x17STATUS_VALIDATION_ERROR\x10\x02\x12\x14\n\x10STATUS_PREPARING\x10\x03\x12\x1c\n\x18STATUS_PREPARATION_ERROR\x10\x04\x12\x14\n\x10STATUS_COMPILING\x10\x05\x12\x18\n\x14STATUS_COMPILE_ERROR\x10\x06\x12\x14\n\x10STATUS_EXECUTING\x10\x07\x12\x13\n\x0fSTATUS_FINISHED\x10\x08\x12\x14\n\x10STATUS_RUN_ERROR\x10\t\x12\x10\n\x0cSTATUS_ERROR\x10\n\x12\x16\n\x12STATUS_RUN_TIMEOUT\x10\x0b\x12\x13\n\x0fSTATUS_CANCELED\x10\x0c*\xae\x01\n\x15PrecompiledObjectType\x12\'\n#PRECOMPILED_OBJECT_TYPE_UNSPECIFIED\x10\x00\x12#\n\x1fPRECOMPILED_OBJECT_TYPE_EXAMPLE\x10\x01\x12 \n\x1cPRECOMPILED_OBJECT_TYPE_KATA\x10\x02\x12%\n!PRECOMPILED_OBJECT_TYPE_UNIT_TEST\x10\x03\x32\x9b\x0b\n\x11PlaygroundService\x12:\n\x07RunCode\x12\x16.api.v1.RunCodeRequest\x1a\x17.api.v1.RunCodeResponse\x12\x46\n\x0b\x43heckStatus\x12\x1a.api.v1.CheckStatusRequest\x1a\x1b.api.v1.CheckStatusResponse\x12I\n\x0cGetRunOutput\x12\x1b.api.v1.GetRunOutputRequest\x1a\x1c.api.v1.GetRunOutputResponse\x12:\n\x07GetLogs\x12\x16.api.v1.GetLogsRequest\x1a\x17.api.v1.GetLogsResponse\x12=\n\x08GetGraph\x12\x17.api.v1.GetGraphRequest\x1a\x18.api.v1.GetGraphResponse\x12\x46\n\x0bGetRunError\x12\x1a.api.v1.GetRunErrorRequest\x1a\x1b.api.v1.GetRunErrorResponse\x12^\n\x13GetValidationOutput\x12\".api.v1.GetValidationOutputRequest\x1a#.api.v1.GetValidationOutputResponse\x12\x61\n\x14GetPreparationOutput\x12#.api.v1.GetPreparationOutputRequest\x1a$.api.v1.GetPreparationOutputResponse\x12U\n\x10GetCompileOutput\x12\x1f.api.v1.GetCompileOutputRequest\x1a .api.v1.GetCompileOutputResponse\x12\x37\n\x06\x43\x61ncel\x12\x15.api.v1.CancelRequest\x1a\x16.api.v1.CancelResponse\x12\x64\n\x15GetPrecompiledObjects\x12$.api.v1.GetPrecompiledObjectsRequest\x1a%.api.v1.GetPrecompiledObjectsResponse\x12m\n\x18GetPrecompiledObjectCode\x12\'.api.v1.GetPrecompiledObjectCodeRequest\x1a(.api.v1.GetPrecompiledObjectCodeResponse\x12s\n\x1aGetPrecompiledObjectOutput\x12).api.v1.GetPrecompiledObjectOutputRequest\x1a*.api.v1.GetPrecompiledObjectOutputResponse\x12m\n\x18GetPrecompiledObjectLogs\x12\'.api.v1.GetPrecompiledObjectLogsRequest\x1a(.api.v1.GetPrecompiledObjectLogsResponse\x12p\n\x19GetPrecompiledObjectGraph\x12(.api.v1.GetPrecompiledObjectGraphRequest\x1a).api.v1.GetPrecompiledObjectGraphResponse\x12v\n\x1bGetDefaultPrecompiledObject\x12*.api.v1.GetDefaultPrecompiledObjectRequest\x1a+.api.v1.GetDefaultPrecompiledObjectResponseB8Z6beam.apache.org/playground/backend/internal;playgroundb\x06proto3'
 )
 
 _SDK = _descriptor.EnumDescriptor(
@@ -73,8 +73,8 @@
   ],
   containing_type=None,
   serialized_options=None,
-  serialized_start=2050,
-  serialized_end=2132,
+  serialized_start=2075,
+  serialized_end=2157,
 )
 _sym_db.RegisterEnumDescriptor(_SDK)
 
@@ -154,8 +154,8 @@
   ],
   containing_type=None,
   serialized_options=None,
-  serialized_start=2135,
-  serialized_end=2447,
+  serialized_start=2160,
+  serialized_end=2472,
 )
 _sym_db.RegisterEnumDescriptor(_STATUS)
 
@@ -190,8 +190,8 @@
   ],
   containing_type=None,
   serialized_options=None,
-  serialized_start=2450,
-  serialized_end=2624,
+  serialized_start=2475,
+  serialized_end=2649,
 )
 _sym_db.RegisterEnumDescriptor(_PRECOMPILEDOBJECTTYPE)
 
@@ -932,6 +932,13 @@
       message_type=None, enum_type=None, containing_type=None,
       is_extension=False, extension_scope=None,
       serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
+    _descriptor.FieldDescriptor(
+      name='default_example', full_name='api.v1.PrecompiledObject.default_example', index=8,
+      number=9, type=8, cpp_type=7, label=1,
+      has_default_value=False, default_value=False,
+      message_type=None, enum_type=None, containing_type=None,
+      is_extension=False, extension_scope=None,
+      serialized_options=None, file=DESCRIPTOR,  create_key=_descriptor._internal_create_key),
   ],
   extensions=[
   ],
@@ -945,7 +952,7 @@
   oneofs=[
   ],
   serialized_start=925,
-  serialized_end=1125,
+  serialized_end=1150,
 )
 
 
@@ -983,8 +990,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1217,
-  serialized_end=1306,
+  serialized_start=1242,
+  serialized_end=1331,
 )
 
 _CATEGORIES = _descriptor.Descriptor(
@@ -1021,8 +1028,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1128,
-  serialized_end=1306,
+  serialized_start=1153,
+  serialized_end=1331,
 )
 
 
@@ -1060,8 +1067,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1308,
-  serialized_end=1382,
+  serialized_start=1333,
+  serialized_end=1407,
 )
 
 
@@ -1092,8 +1099,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1384,
-  serialized_end=1437,
+  serialized_start=1409,
+  serialized_end=1462,
 )
 
 
@@ -1124,8 +1131,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1439,
-  serialized_end=1494,
+  serialized_start=1464,
+  serialized_end=1519,
 )
 
 
@@ -1156,8 +1163,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1496,
-  serialized_end=1549,
+  serialized_start=1521,
+  serialized_end=1574,
 )
 
 
@@ -1188,8 +1195,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1551,
-  serialized_end=1605,
+  serialized_start=1576,
+  serialized_end=1630,
 )
 
 
@@ -1220,8 +1227,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1607,
-  serialized_end=1669,
+  serialized_start=1632,
+  serialized_end=1694,
 )
 
 
@@ -1252,8 +1259,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1671,
-  serialized_end=1746,
+  serialized_start=1696,
+  serialized_end=1771,
 )
 
 
@@ -1284,8 +1291,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1748,
-  serialized_end=1796,
+  serialized_start=1773,
+  serialized_end=1821,
 )
 
 
@@ -1316,8 +1323,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1798,
-  serialized_end=1850,
+  serialized_start=1823,
+  serialized_end=1875,
 )
 
 
@@ -1348,8 +1355,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1852,
-  serialized_end=1902,
+  serialized_start=1877,
+  serialized_end=1927,
 )
 
 
@@ -1380,8 +1387,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1904,
-  serialized_end=1954,
+  serialized_start=1929,
+  serialized_end=1979,
 )
 
 
@@ -1412,8 +1419,8 @@
   extension_ranges=[],
   oneofs=[
   ],
-  serialized_start=1956,
-  serialized_end=2048,
+  serialized_start=1981,
+  serialized_end=2073,
 )
 
 _RUNCODEREQUEST.fields_by_name['sdk'].enum_type = _SDK
@@ -1722,8 +1729,8 @@
   index=0,
   serialized_options=None,
   create_key=_descriptor._internal_create_key,
-  serialized_start=2627,
-  serialized_end=4062,
+  serialized_start=2652,
+  serialized_end=4087,
   methods=[
   _descriptor.MethodDescriptor(
     name='RunCode',
diff --git a/playground/infrastructure/cd_helper.py b/playground/infrastructure/cd_helper.py
index 5797b1f8af1ac..4b19d5514854f 100644
--- a/playground/infrastructure/cd_helper.py
+++ b/playground/infrastructure/cd_helper.py
@@ -103,12 +103,47 @@ def _save_to_cloud_storage(self, examples: List[Example]):
     """
     self._storage_client = storage.Client()
     self._bucket = self._storage_client.bucket(Config.BUCKET_NAME)
+
     for example in tqdm(examples):
       file_names = self._write_to_local_fs(example)
+
+      if example.tag.default_example:
+        default_example_path = str(Path([*file_names].pop()).parent)
+        cloud_path = self._write_default_example_path_to_local_fs(
+          default_example_path)
+
+        self._upload_blob(
+          source_file=os.path.join(Config.TEMP_FOLDER, cloud_path),
+          destination_blob_name=cloud_path)
+
       for cloud_file_name, local_file_name in file_names.items():
         self._upload_blob(
             source_file=local_file_name, destination_blob_name=cloud_file_name)
 
+  def _write_default_example_path_to_local_fs(self, path: str) -> str:
+    """
+    Write default example path to the file (in temp folder)
+
+    Args:
+        path: path of the default example
+
+    Returns: name of the file
+
+    """
+    sdk = Path(path).parts[0]
+    cloud_path = os.path.join(sdk, Config.DEFAULT_PRECOMPILED_OBJECT)
+
+    path_to_file = os.path.join(Config.TEMP_FOLDER, sdk)
+    Path(path_to_file).mkdir(parents=True, exist_ok=True)
+
+    local_path = os.path.join(path_to_file, Config.DEFAULT_PRECOMPILED_OBJECT)
+
+    content = json.dumps({sdk: path})
+    with open(local_path, "w", encoding="utf-8") as file:
+      file.write(content)
+
+    return cloud_path
+
   def _write_to_local_fs(self, example: Example):
     """
     Write code of an example, output and meta info
diff --git a/playground/infrastructure/config.py b/playground/infrastructure/config.py
index 7cc816ccb3488..e072297486de0 100644
--- a/playground/infrastructure/config.py
+++ b/playground/infrastructure/config.py
@@ -43,6 +43,7 @@ class Config:
       Sdk.Name(SDK_SCIO))
   BUCKET_NAME = "playground-precompiled-objects"
   TEMP_FOLDER = "temp"
+  DEFAULT_PRECOMPILED_OBJECT = "defaultPrecompiledObject.info"
   SDK_TO_EXTENSION = {
       SDK_JAVA: "java", SDK_GO: "go", SDK_PYTHON: "py", SDK_SCIO: "scala"
   }
diff --git a/playground/infrastructure/proxy/allow_list.py b/playground/infrastructure/proxy/allow_list.py
index 002dc41b1468d..d5261a2e60cf6 100644
--- a/playground/infrastructure/proxy/allow_list.py
+++ b/playground/infrastructure/proxy/allow_list.py
@@ -27,4 +27,5 @@
     "dataflow-samples",
     "beam-samples",
     "apache-beam-samples",
+    "playground-precompiled-objects",
 ]
diff --git a/playground/infrastructure/test_cd_helper.py b/playground/infrastructure/test_cd_helper.py
index 681851b544e8d..3628540d0117b 100644
--- a/playground/infrastructure/test_cd_helper.py
+++ b/playground/infrastructure/test_cd_helper.py
@@ -14,11 +14,12 @@
 # limitations under the License.
 
 import os
+import pathlib
 import shutil
 
 import pytest
 
-from api.v1.api_pb2 import SDK_JAVA, STATUS_UNSPECIFIED, \
+from api.v1.api_pb2 import Sdk, SDK_JAVA, SDK_GO, STATUS_UNSPECIFIED, \
     PRECOMPILED_OBJECT_TYPE_UNIT_TEST
 from cd_helper import CDHelper
 from config import Config
@@ -127,3 +128,20 @@ def test__save_to_cloud_storage(mocker):
   CDHelper()._save_to_cloud_storage([example])
   write_to_os_mock.assert_called_with(example)
   upload_blob_mock.assert_called_with(source_file="", destination_blob_name="")
+
+
+def test__write_default_example_path_to_local_fs(delete_temp_folder):
+  """
+    Test writing default example link of sdk to
+    the filesystem (in temp folder)
+    Args:
+        delete_temp_folder: python fixture to clean up temp folder
+        after method execution
+  """
+  sdk = Sdk.Name(SDK_GO)
+  default_example_path = "SDK_GO/PRECOMPILED_OBJECT_TYPE_EXAMPLE/WordCount"
+  expected_result = str(pathlib.Path(sdk, Config.DEFAULT_PRECOMPILED_OBJECT))
+  cloud_path = CDHelper()._write_default_example_path_to_local_fs(
+      default_example_path)
+  assert cloud_path == expected_result
+  assert os.path.exists(os.path.join("temp", cloud_path))
diff --git a/playground/infrastructure/test_helper.py b/playground/infrastructure/test_helper.py
index 2ae71ef7b1387..6c733cc061bf6 100644
--- a/playground/infrastructure/test_helper.py
+++ b/playground/infrastructure/test_helper.py
@@ -177,7 +177,8 @@ def test__get_example(mock_get_name):
       "description": "Description",
       "multifile": "False",
       "categories": [""],
-      "pipeline_options": "--option option"
+      "pipeline_options": "--option option",
+      "context_line": 1
   },
                    "")
 
@@ -189,7 +190,8 @@ def test__get_example(mock_get_name):
       filepath="/root/filepath.java",
       code="data",
       status=STATUS_UNSPECIFIED,
-      tag=Tag("Name", "Description", "False", [""], "--option option"),
+      tag=Tag(
+          "Name", "Description", "False", [""], "--option option", False, 1),
       link="https://github.com/apache/beam/blob/master/root/filepath.java")
   mock_get_name.assert_called_once_with("filepath.java")
 
@@ -245,7 +247,8 @@ def test__validate_with_all_fields():
       "description": "Description",
       "multifile": "true",
       "categories": ["category"],
-      "pipeline_options": "--option option"
+      "pipeline_options": "--option option",
+      "context_line": 1
   }
   assert _validate(tag, ["category"]) is True
 

From 176f78b1a0df93c62e7709cb07058a2ce08da5b1 Mon Sep 17 00:00:00 2001
From: Ahmet Altay <aaltay@gmail.com>
Date: Tue, 1 Mar 2022 11:27:44 -0800
Subject: [PATCH 58/61] Add 2022 events blog post (#16975)

---
 .../blog/upcoming-events-for-beam-in-2022.md  | 82 +++++++++++++++++++
 website/www/site/data/authors.yml             |  5 +-
 2 files changed, 86 insertions(+), 1 deletion(-)
 create mode 100644 website/www/site/content/en/blog/upcoming-events-for-beam-in-2022.md

diff --git a/website/www/site/content/en/blog/upcoming-events-for-beam-in-2022.md b/website/www/site/content/en/blog/upcoming-events-for-beam-in-2022.md
new file mode 100644
index 0000000000000..3d3f35b4e535b
--- /dev/null
+++ b/website/www/site/content/en/blog/upcoming-events-for-beam-in-2022.md
@@ -0,0 +1,82 @@
+---
+title:  "Upcoming Events for Beam in 2022"
+date:   2022-02-28 00:00:01 -0800
+categories:
+  - blog
+authors:
+  - hermannb
+---
+<!--
+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
+
+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.
+-->
+
+We are so excited to announce the upcoming Beam events for this year! We believe that events are an important mechanism to foster the community around Apache Beam as an Open Source Project. Our events are focused on a developer experience by giving spaces for the community to connect, facilitate collaboration, and enable knowledge sharing.
+
+<!--more-->
+
+Here is an overview of some upcoming events and ways for everyone to help foster additional community growth:
+
+## Beam Summit
+
+The **[Beam Summit 2022](https://2022.beamsummit.org/)** is approaching! The event will be in a hybrid in-person and virtual format from Austin, TX on July 18-20, 2022. The conference will include three full days of lightning talks, roadmap updates, use cases, demos, and workshops for Beam users of all levels. This is a great opportunity to collaborate, share ideas, and work together in the improvement of the project.
+
+Check out talks from prior editions of Beam Summit **[here](https://www.youtube.com/watch?v=jses0W4Zalc&list=PL4dEBWmGSIU8vLWF56shrSuTsLXvO6Ex3)**!
+
+### The Experience
+
+We are so excited to see some of you in person again and the rest of the community online! The **[Beam Summit Steering Committee](https://2022.beamsummit.org/team/)** in partnership with an event production company is working hard to ensure that we provide the community with the best possible experience, no matter which format you choose to attend in.
+
+If you have any ideas on how we can make this year’s event better, please **[reach out to us](mailto:contact@beamsummit.org)**!
+
+### Ways to Help & Participate
+
+1. **[Submit a proposal](https://sessionize.com/beam-summit-2022)** to talk! The deadline for submissions is _March 15th_.
+2. **[Register](https://2022.beamsummit.org/tickets/)** to join as an attendee in person or online.
+3. Consider sponsoring the event. If your company is interested in engaging with members of the community, please check out the **[sponsoring prospectus](https://2022.beamsummit.org/sponsors/).**
+4. Help us get the word out. Please make sure to let your colleagues and friends know about the Beam Summit.
+
+Don’t forget to follow our Beam Summit **[Twitter](https://twitter.com/BeamSummit?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor)** and **[LinkedIn](https://www.linkedin.com/company/beam-summit/?viewAsMember=true)** pages to receive event updates!
+
+## Beam College
+
+**[Beam College 2022](https://beamcollege.dev/)** is around the corner for the second season of training! The event will be hosted virtually from May 10-13, 2022. The training is focused on providing more hands-on experience around end-to-end code samples in an interactive environment, and helping attendees see the applications of concepts covered in other venues, such as the Beam Summit.
+
+Check out talks from prior editions of Beam College **[here](https://www.youtube.com/playlist?list=PLjYq1UNvv2UcrfapfgKrnLXtYpkvHmpIh)**!
+
+This year, the training will consist of learning modules such as:
+
+*   The Data movement ecosystem and distributed processing the Beam way
+*   Scaling, productionalizing, and developing your Beam pipelines
+*   Use Cases
+*   Beam ML Use Cases
+
+Be sure to check out our **[website](https://beamcollege.dev/)** as we continue updating the schedule and follow our **[Twitter](https://twitter.com/beam_college?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor)** and **[LinkedIn](https://www.linkedin.com/showcase/beam-college/)** pages to receive event updates!
+
+### Ways to Help & Participate
+
+1. Interested in instructing? Submit a **[proposal](https://docs.google.com/forms/d/e/1FAIpQLSct6RCrKtgsvxlgngKUGwKoB_iOKihXi1OadKyBQIsi00p3cQ/viewform?usp=sf_link)**! The deadline is: _February 28th._
+2. Enroll in Beam College. Registration is now open on the **[registration page](https://beamcollege.dev/step/2022/)**.
+3. Consider partnering with the event. If your company is interested in helping to promote the event and being a part of the branding, please fill out this **form**.
+4. Help us get the word out by letting your network know about this exciting opportunity to help users uplevel data processing skills, solve complex data applications, and optimize data pipelines!
+
+## Beam Meetups
+
+In partnership with an event production company, Beam will be hosting an average of one virtual Meetup per month. These Meetups will be relaxed presentations on topics or demos followed by a Q&A session. The objective of our virtual meetups is to give the community an update on the most recent Beam features launched within the past six months. These meetups are free and open to the public.
+
+Check out recordings from previous Meetups **[here](https://www.youtube.com/watch?v=8fNEs7SbefM&list=PL4dEBWmGSIU-cQSpYP7R1lSC6e2K_pTf1)**!
+
+### Ways to Help & Participate
+
+1. Are you interested in sharing a feature launch or sharing a step-by-step use case for Beam? Submit a **[talk idea](https://docs.google.com/forms/d/e/1FAIpQLScFg7fmOFc7fTvnJL_dmdhia4HDesW4HYxJsDeulnsHzIzqCg/viewform)**!
+2. Register for the events. Registration is now open on the **[registration page](https://clowder.space/projects/apache-beam/)**.
+3. Help us get the word out by spreading the word throughout the community to enable more knowledge sharing and collaboration!
\ No newline at end of file
diff --git a/website/www/site/data/authors.yml b/website/www/site/data/authors.yml
index 39f53abad9010..85d37b29b9a32 100644
--- a/website/www/site/data/authors.yml
+++ b/website/www/site/data/authors.yml
@@ -21,6 +21,7 @@ aljoscha:
 altay:
   name: Ahmet Altay
   email: altay@apache.org
+  twitter: iridium77
 angoenka:
   name: Ankur Goenka
   email: goenka@apache.org
@@ -208,7 +209,6 @@ yifanzou:
   name: Yifan Zou
   email: yifanzou@apache.org
   twitter:
-
 arturkhanin:
   name: Artur Khanin
   email: artur.khanin@akvelon.com
@@ -221,3 +221,6 @@ alexkosolapov:
   name: Alex Kosolapov
   email: alex.kosolapov@akvelon.com
   twitter:
+hermannb:
+  name: Brittany Hermann
+  email: hermannb@google.com

From f2db6f15e78ca9623029de55a1aaddf6f8c40a86 Mon Sep 17 00:00:00 2001
From: Jack McCluskey <34928439+jrmccluskey@users.noreply.github.com>
Date: Tue, 1 Mar 2022 15:56:17 -0500
Subject: [PATCH 59/61] Clean up Go formatter suggestions (#16973)

---
 .../beam/core/runtime/exec/sideinput_test.go  | 40 +++++++++----------
 sdks/go/pkg/beam/util/harnessopts/cache.go    |  2 +-
 .../pkg/beam/util/syscallx/syscall_default.go |  1 +
 .../pkg/beam/util/syscallx/syscall_linux.go   |  1 +
 4 files changed, 23 insertions(+), 21 deletions(-)

diff --git a/sdks/go/pkg/beam/core/runtime/exec/sideinput_test.go b/sdks/go/pkg/beam/core/runtime/exec/sideinput_test.go
index 30990642aed3d..3293fe44a51ee 100644
--- a/sdks/go/pkg/beam/core/runtime/exec/sideinput_test.go
+++ b/sdks/go/pkg/beam/core/runtime/exec/sideinput_test.go
@@ -67,26 +67,26 @@ func TestNewSideInputAdapter(t *testing.T) {
 	}
 	for _, test := range tests {
 		t.Run(test.name, func(t *testing.T) {
-				adapter := NewSideInputAdapter(test.sid, test.sideInputID, test.c, nil)
-				adapterStruct, ok := adapter.(*sideInputAdapter)
-				if !ok {
-					t.Errorf("failed to convert interface to sideInputAdapter struct in test %v", test)
-				}
-				if got, want := adapterStruct.sid, test.sid; got != want {
-					t.Errorf("got SID %v, want %v", got, want)
-				}
-				if got, want := adapterStruct.sideInputID, test.sideInputID; got != want {
-					t.Errorf("got sideInputID %v, want %v", got, want)
-				}
-				if got, want := adapterStruct.c, test.c; got != want {
-					t.Errorf("got coder %v, want %v", got, want)
-				}
-				if got, want := reflect.TypeOf(adapterStruct.kc), reflect.TypeOf(test.kc); got != want {
-					t.Errorf("got ElementEncoder type %v, want %v", got, want)
-				}
-				if got, want := reflect.TypeOf(adapterStruct.ec), reflect.TypeOf(test.ec); got != want {
-					t.Errorf("got ElementDecoder type %v, want %v", got, want)
-				}
+			adapter := NewSideInputAdapter(test.sid, test.sideInputID, test.c, nil)
+			adapterStruct, ok := adapter.(*sideInputAdapter)
+			if !ok {
+				t.Errorf("failed to convert interface to sideInputAdapter struct in test %v", test)
+			}
+			if got, want := adapterStruct.sid, test.sid; got != want {
+				t.Errorf("got SID %v, want %v", got, want)
+			}
+			if got, want := adapterStruct.sideInputID, test.sideInputID; got != want {
+				t.Errorf("got sideInputID %v, want %v", got, want)
+			}
+			if got, want := adapterStruct.c, test.c; got != want {
+				t.Errorf("got coder %v, want %v", got, want)
+			}
+			if got, want := reflect.TypeOf(adapterStruct.kc), reflect.TypeOf(test.kc); got != want {
+				t.Errorf("got ElementEncoder type %v, want %v", got, want)
+			}
+			if got, want := reflect.TypeOf(adapterStruct.ec), reflect.TypeOf(test.ec); got != want {
+				t.Errorf("got ElementDecoder type %v, want %v", got, want)
+			}
 		})
 	}
 }
diff --git a/sdks/go/pkg/beam/util/harnessopts/cache.go b/sdks/go/pkg/beam/util/harnessopts/cache.go
index 117f45f008255..2ad538b73af25 100644
--- a/sdks/go/pkg/beam/util/harnessopts/cache.go
+++ b/sdks/go/pkg/beam/util/harnessopts/cache.go
@@ -13,7 +13,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-// Package harnessopts defines user-facing entrypoints into Beam hooks 
+// Package harnessopts defines user-facing entrypoints into Beam hooks
 // affecting the SDK harness. Call these functions at any time before
 // submitting your pipeline to a runner, for that pipeline's workers to be affected.
 package harnessopts
diff --git a/sdks/go/pkg/beam/util/syscallx/syscall_default.go b/sdks/go/pkg/beam/util/syscallx/syscall_default.go
index a85cd3f0e7e23..55756d0dbd44c 100644
--- a/sdks/go/pkg/beam/util/syscallx/syscall_default.go
+++ b/sdks/go/pkg/beam/util/syscallx/syscall_default.go
@@ -13,6 +13,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+//go:build !linux
 // +build !linux
 
 package syscallx
diff --git a/sdks/go/pkg/beam/util/syscallx/syscall_linux.go b/sdks/go/pkg/beam/util/syscallx/syscall_linux.go
index c639f876bebc1..379437ad0a17c 100644
--- a/sdks/go/pkg/beam/util/syscallx/syscall_linux.go
+++ b/sdks/go/pkg/beam/util/syscallx/syscall_linux.go
@@ -13,6 +13,7 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+//go:build linux
 // +build linux
 
 package syscallx

From f9084f18721114ce3d169736ab344f8d12682fbb Mon Sep 17 00:00:00 2001
From: Jack McCluskey <34928439+jrmccluskey@users.noreply.github.com>
Date: Tue, 1 Mar 2022 15:57:57 -0500
Subject: [PATCH 60/61] [BEAM-14012] Add go fmt to Github Actions (#16978)

---
 .github/workflows/go_tests.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/go_tests.yml b/.github/workflows/go_tests.yml
index f58bfcc8a8a31..b70ec81410491 100644
--- a/.github/workflows/go_tests.yml
+++ b/.github/workflows/go_tests.yml
@@ -49,5 +49,7 @@ jobs:
           flags: go 
           files: ./sdks/go/pkg/coverage.txt
           name: go-unittests
+      - name: Run fmt
+        run: cd sdks/go/pkg/beam && go fmt ./...; git diff-index --quiet HEAD || (echo "Run go fmt before checking in changes" && exit 1)
       - name: Run vet
-        run: cd sdks/go/pkg/beam && go vet --copylocks=false --unsafeptr=false ./...
+        run: cd sdks/go/pkg/beam && go vet --copylocks=false --unsafeptr=false ./... || (echo "Run go vet and fix warnings before checking in changes" && exit 1)

From fcca54b7636037e6e3448624c50cc5004e2331ee Mon Sep 17 00:00:00 2001
From: Robert Burke <lostluck@users.noreply.github.com>
Date: Tue, 1 Mar 2022 13:37:30 -0800
Subject: [PATCH 61/61] [BEAM-13911] Add basic tests to Go direct runner.
 (#16979)

---
 .../go/pkg/beam/runners/direct/direct_test.go | 455 ++++++++++++++++++
 1 file changed, 455 insertions(+)
 create mode 100644 sdks/go/pkg/beam/runners/direct/direct_test.go

diff --git a/sdks/go/pkg/beam/runners/direct/direct_test.go b/sdks/go/pkg/beam/runners/direct/direct_test.go
new file mode 100644
index 0000000000000..b65d33f90919f
--- /dev/null
+++ b/sdks/go/pkg/beam/runners/direct/direct_test.go
@@ -0,0 +1,455 @@
+// 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 direct
+
+import (
+	"context"
+	"flag"
+	"fmt"
+	"os"
+	"reflect"
+	"sort"
+	"testing"
+
+	"github.com/apache/beam/sdks/v2/go/pkg/beam"
+	"github.com/apache/beam/sdks/v2/go/pkg/beam/core/metrics"
+	"github.com/google/go-cmp/cmp"
+)
+
+func executeWithT(ctx context.Context, t *testing.T, p *beam.Pipeline) (beam.PipelineResult, error) {
+	fmt.Println("startingTest - ", t.Name())
+	return Execute(ctx, p)
+}
+
+func init() {
+	beam.RegisterFunction(dofn1)
+	beam.RegisterFunction(dofn1x2)
+	beam.RegisterFunction(dofn1x5)
+	beam.RegisterFunction(dofn2x1)
+	beam.RegisterFunction(dofn3x1)
+	beam.RegisterFunction(dofn2x2KV)
+	beam.RegisterFunction(dofn2)
+	beam.RegisterFunction(dofnKV)
+	beam.RegisterFunction(dofnKV2)
+	beam.RegisterFunction(dofnGBK)
+	beam.RegisterFunction(dofnGBK2)
+	beam.RegisterType(reflect.TypeOf((*int64Check)(nil)))
+	beam.RegisterType(reflect.TypeOf((*stringCheck)(nil)))
+
+	beam.RegisterType(reflect.TypeOf((*testRow)(nil)))
+	beam.RegisterFunction(dofnKV3)
+	beam.RegisterFunction(dofnGBK3)
+
+	beam.RegisterFunction(dofn1Counter)
+	beam.RegisterFunction(dofnSink)
+}
+
+func dofn1(imp []byte, emit func(int64)) {
+	emit(1)
+	emit(2)
+	emit(3)
+}
+
+func dofn1x2(imp []byte, emitA func(int64), emitB func(int64)) {
+	emitA(1)
+	emitA(2)
+	emitA(3)
+	emitB(4)
+	emitB(5)
+	emitB(6)
+}
+
+func dofn1x5(imp []byte, emitA, emitB, emitC, emitD, emitE func(int64)) {
+	emitA(1)
+	emitB(2)
+	emitC(3)
+	emitD(4)
+	emitE(5)
+	emitA(6)
+	emitB(7)
+	emitC(8)
+	emitD(9)
+	emitE(10)
+}
+
+func dofn2x1(imp []byte, iter func(*int64) bool, emit func(int64)) {
+	var v, sum int64
+	for iter(&v) {
+		sum += v
+	}
+	emit(sum)
+}
+
+func dofn3x1(sum int64, iter1, iter2 func(*int64) bool, emit func(int64)) {
+	var v int64
+	for iter1(&v) {
+		sum += v
+	}
+	for iter2(&v) {
+		sum += v
+	}
+	emit(sum)
+}
+
+func dofn2x2KV(imp []byte, iter func(*string, *int64) bool, emitK func(string), emitV func(int64)) {
+	var k string
+	var v, sum int64
+	for iter(&k, &v) {
+		sum += v
+		emitK(k)
+	}
+	emitV(sum)
+}
+
+// int64Check validates that within a single bundle,
+// we received the expected int64 values.
+type int64Check struct {
+	Name string
+	Want []int
+	got  []int
+}
+
+func (fn *int64Check) ProcessElement(v int64, _ func(int64)) {
+	fn.got = append(fn.got, int(v))
+}
+
+func (fn *int64Check) FinishBundle(_ func(int64)) error {
+	sort.Ints(fn.got)
+	sort.Ints(fn.Want)
+	if d := cmp.Diff(fn.Want, fn.got); d != "" {
+		return fmt.Errorf("int64Check[%v] (-want, +got): %v", fn.Name, d)
+	}
+	return nil
+}
+
+// stringCheck validates that within a single bundle,
+// we received the expected string values.
+type stringCheck struct {
+	Name string
+	Want []string
+	got  []string
+}
+
+func (fn *stringCheck) ProcessElement(v string, _ func(string)) {
+	fn.got = append(fn.got, v)
+}
+
+func (fn *stringCheck) FinishBundle(_ func(string)) error {
+	sort.Strings(fn.got)
+	sort.Strings(fn.Want)
+	if d := cmp.Diff(fn.Want, fn.got); d != "" {
+		return fmt.Errorf("stringCheck[%v] (-want, +got): %v", fn.Name, d)
+	}
+	return nil
+}
+
+func dofn2(v int64, emit func(int64)) {
+	emit(v + 1)
+}
+
+func dofnKV(imp []byte, emit func(string, int64)) {
+	emit("a", 1)
+	emit("b", 2)
+	emit("a", 3)
+	emit("b", 4)
+	emit("a", 5)
+	emit("b", 6)
+}
+
+func dofnKV2(imp []byte, emit func(int64, string)) {
+	emit(1, "a")
+	emit(2, "b")
+	emit(1, "a")
+	emit(2, "b")
+	emit(1, "a")
+	emit(2, "b")
+}
+
+func dofnGBK(k string, vs func(*int64) bool, emit func(int64)) {
+	var v, sum int64
+	for vs(&v) {
+		sum += v
+	}
+	emit(sum)
+}
+
+func dofnGBK2(k int64, vs func(*string) bool, emit func(string)) {
+	var v, sum string
+	for vs(&v) {
+		sum += v
+	}
+	emit(sum)
+}
+
+type testRow struct {
+	A string
+	B int64
+}
+
+func dofnKV3(imp []byte, emit func(testRow, testRow)) {
+	emit(testRow{"a", 1}, testRow{"a", 1})
+}
+
+func dofnGBK3(k testRow, vs func(*testRow) bool, emit func(string)) {
+	var v testRow
+	vs(&v)
+	emit(fmt.Sprintf("%v: %v", k, v))
+}
+
+const (
+	ns = "directtest"
+)
+
+func dofnSink(ctx context.Context, _ []byte) {
+	beam.NewCounter(ns, "sunk").Inc(ctx, 73)
+}
+
+func dofn1Counter(ctx context.Context, _ []byte, emit func(int64)) {
+	beam.NewCounter(ns, "count").Inc(ctx, 1)
+}
+
+func TestRunner_Pipelines(t *testing.T) {
+	t.Run("simple", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col := beam.ParDo(s, dofn1, imp)
+		beam.ParDo(s, &int64Check{
+			Name: "simple",
+			Want: []int{1, 2, 3},
+		}, col)
+
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("sequence", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		beam.Seq(s, imp, dofn1, dofn2, dofn2, dofn2, &int64Check{Name: "sequence", Want: []int{4, 5, 6}})
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("gbk", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col := beam.ParDo(s, dofnKV, imp)
+		gbk := beam.GroupByKey(s, col)
+		beam.Seq(s, gbk, dofnGBK, &int64Check{Name: "gbk", Want: []int{9, 12}})
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("gbk2", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col := beam.ParDo(s, dofnKV2, imp)
+		gbk := beam.GroupByKey(s, col)
+		beam.Seq(s, gbk, dofnGBK2, &stringCheck{Name: "gbk2", Want: []string{"aaa", "bbb"}})
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("gbk3", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col := beam.ParDo(s, dofnKV3, imp)
+		gbk := beam.GroupByKey(s, col)
+		beam.Seq(s, gbk, dofnGBK3, &stringCheck{Name: "gbk3", Want: []string{"{a 1}: {a 1}"}})
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("sink_nooutputs", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		beam.ParDo0(s, dofnSink, imp)
+		pr, err := executeWithT(context.Background(), t, p)
+		if err != nil {
+			t.Fatal(err)
+		}
+		qr := pr.Metrics().Query(func(sr metrics.SingleResult) bool {
+			return sr.Name() == "sunk"
+		})
+		if got, want := qr.Counters()[0].Committed, int64(73); got != want {
+			t.Errorf("pr.Metrics.Query(Name = \"sunk\")).Committed = %v, want %v", got, want)
+		}
+	})
+	t.Run("fork_impulse", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col1 := beam.ParDo(s, dofn1, imp)
+		col2 := beam.ParDo(s, dofn1, imp)
+		beam.ParDo(s, &int64Check{
+			Name: "fork check1",
+			Want: []int{1, 2, 3},
+		}, col1)
+		beam.ParDo(s, &int64Check{
+			Name: "fork check2",
+			Want: []int{1, 2, 3},
+		}, col2)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("fork_postDoFn", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col := beam.ParDo(s, dofn1, imp)
+		beam.ParDo(s, &int64Check{
+			Name: "fork check1",
+			Want: []int{1, 2, 3},
+		}, col)
+		beam.ParDo(s, &int64Check{
+			Name: "fork check2",
+			Want: []int{1, 2, 3},
+		}, col)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("fork_multipleOutputs1", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col1, col2 := beam.ParDo2(s, dofn1x2, imp)
+		beam.ParDo(s, &int64Check{
+			Name: "col1",
+			Want: []int{1, 2, 3},
+		}, col1)
+		beam.ParDo(s, &int64Check{
+			Name: "col2",
+			Want: []int{4, 5, 6},
+		}, col2)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("fork_multipleOutputs2", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col1, col2, col3, col4, col5 := beam.ParDo5(s, dofn1x5, imp)
+		beam.ParDo(s, &int64Check{
+			Name: "col1",
+			Want: []int{1, 6},
+		}, col1)
+		beam.ParDo(s, &int64Check{
+			Name: "col2",
+			Want: []int{2, 7},
+		}, col2)
+		beam.ParDo(s, &int64Check{
+			Name: "col3",
+			Want: []int{3, 8},
+		}, col3)
+		beam.ParDo(s, &int64Check{
+			Name: "col4",
+			Want: []int{4, 9},
+		}, col4)
+		beam.ParDo(s, &int64Check{
+			Name: "col5",
+			Want: []int{5, 10},
+		}, col5)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("flatten", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col1 := beam.ParDo(s, dofn1, imp)
+		col2 := beam.ParDo(s, dofn1, imp)
+		flat := beam.Flatten(s, col1, col2)
+		beam.ParDo(s, &int64Check{
+			Name: "flatten check",
+			Want: []int{1, 1, 2, 2, 3, 3},
+		}, flat)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("sideinput_iterable", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col1 := beam.ParDo(s, dofn1, imp)
+		sum := beam.ParDo(s, dofn2x1, imp, beam.SideInput{Input: col1})
+		beam.ParDo(s, &int64Check{
+			Name: "iter sideinput check",
+			Want: []int{6},
+		}, sum)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	t.Run("sideinput_iterableKV", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col1 := beam.ParDo(s, dofnKV, imp)
+		keys, sum := beam.ParDo2(s, dofn2x2KV, imp, beam.SideInput{Input: col1})
+		beam.ParDo(s, &stringCheck{
+			Name: "iterKV sideinput check K",
+			Want: []string{"a", "a", "a", "b", "b", "b"},
+		}, keys)
+		beam.ParDo(s, &int64Check{
+			Name: "iterKV sideinput check V",
+			Want: []int{21},
+		}, sum)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+	// Validates the waiting on side input readiness in buffer.
+	t.Run("sideinput_2iterable", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		col0 := beam.ParDo(s, dofn1, imp)
+		col1 := beam.ParDo(s, dofn1, imp)
+		col2 := beam.ParDo(s, dofn2, col1)
+		sum := beam.ParDo(s, dofn3x1, col0, beam.SideInput{Input: col1}, beam.SideInput{Input: col2})
+		beam.ParDo(s, &int64Check{
+			Name: "iter sideinput check",
+			Want: []int{16, 17, 18},
+		}, sum)
+		if _, err := executeWithT(context.Background(), t, p); err != nil {
+			t.Fatal(err)
+		}
+	})
+}
+
+func TestRunner_Metrics(t *testing.T) {
+	t.Run("counter", func(t *testing.T) {
+		p, s := beam.NewPipelineWithRoot()
+		imp := beam.Impulse(s)
+		beam.ParDo(s, dofn1Counter, imp)
+		pr, err := executeWithT(context.Background(), t, p)
+		if err != nil {
+			t.Fatal(err)
+		}
+		qr := pr.Metrics().Query(func(sr metrics.SingleResult) bool {
+			return sr.Name() == "count"
+		})
+		if got, want := qr.Counters()[0].Committed, int64(1); got != want {
+			t.Errorf("pr.Metrics.Query(Name = \"count\")).Committed = %v, want %v", got, want)
+		}
+	})
+}
+
+func TestMain(m *testing.M) {
+	// Can't use ptest since it causes a loop.
+	if !flag.Parsed() {
+		flag.Parse()
+	}
+	beam.Init()
+	os.Exit(m.Run())
+}