GJL commented on a change in pull request #8309: [FLINK-12229] [runtime] 
Implement LazyFromSourcesScheduling Strategy
URL: https://github.com/apache/flink/pull/8309#discussion_r284881460
 
 

 ##########
 File path: 
flink-runtime/src/test/java/org/apache/flink/runtime/scheduler/strategy/LazyFromSourcesSchedulingStrategyTest.java
 ##########
 @@ -0,0 +1,230 @@
+/*
+ * 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.flink.runtime.scheduler.strategy;
+
+import org.apache.flink.runtime.execution.ExecutionState;
+import org.apache.flink.runtime.executiongraph.ExecutionAttemptID;
+import org.apache.flink.runtime.io.network.partition.ResultPartitionID;
+import org.apache.flink.util.TestLogger;
+
+import org.hamcrest.Description;
+import org.hamcrest.Matcher;
+import org.hamcrest.TypeSafeDiagnosingMatcher;
+import org.junit.Test;
+
+import java.util.List;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import static org.apache.flink.api.common.InputDependencyConstraint.ALL;
+import static 
org.apache.flink.runtime.io.network.partition.ResultPartitionType.PIPELINED;
+import static 
org.apache.flink.runtime.scheduler.strategy.StrategyTestUtil.getExecutionVertexIdsFromDeployOptions;
+import static org.hamcrest.Matchers.containsInAnyOrder;
+import static org.junit.Assert.assertThat;
+
+/**
+ * Unit tests for {@link LazyFromSourcesSchedulingStrategy}.
+ */
+public class LazyFromSourcesSchedulingStrategyTest extends TestLogger {
+
+       private TestingSchedulerOperations testingSchedulerOperation = new 
TestingSchedulerOperations();
+
+       /**
+        * Tests that when start scheduling lazy from sources scheduling 
strategy will start input vertices in scheduling topology.
+        */
+       @Test
+       public void testStartScheduling() {
+               final TestingSchedulingTopology testingSchedulingTopology = new 
TestingSchedulingTopology();
+
+               final List<TestingSchedulingExecutionVertex> producers = 
testingSchedulingTopology.addExecutionVertices().finish();
+               final List<TestingSchedulingExecutionVertex> consumers = 
testingSchedulingTopology.addExecutionVertices().finish();
+               testingSchedulingTopology.connectAllToAll(producers, 
consumers).finish();
+
+               startScheduling(testingSchedulingTopology);
+
+               assertThat(testingSchedulerOperation, 
hasScheduledVertices(producers));
+       }
+
+       /**
+        * Tests that when restart tasks will only schedule input ready 
vertices in given ones.
+        */
+       @Test
+       public void testRestartTasks() {
+               final TestingSchedulingTopology testingSchedulingTopology = new 
TestingSchedulingTopology();
+
+               final List<TestingSchedulingExecutionVertex> producers = 
testingSchedulingTopology.addExecutionVertices().finish();
+               final List<TestingSchedulingExecutionVertex> consumers = 
testingSchedulingTopology.addExecutionVertices().finish();
+               testingSchedulingTopology.connectAllToAll(producers, 
consumers).finish();
+
+               LazyFromSourcesSchedulingStrategy schedulingStrategy = 
startScheduling(testingSchedulingTopology);
+
+               assertThat(testingSchedulerOperation, 
hasScheduledVertices(producers));
+
+               Set<ExecutionVertexID> verticesToRestart = 
producers.stream().map(TestingSchedulingExecutionVertex::getId)
+                       .collect(Collectors.toSet());
+               verticesToRestart.addAll(consumers.stream().map(
+                       
TestingSchedulingExecutionVertex::getId).collect(Collectors.toSet()));
+
+               schedulingStrategy.restartTasks(verticesToRestart);
+               assertThat(testingSchedulerOperation, 
hasScheduledVertices(producers));
+       }
+
 
 Review comment:
   Strictly speaking we are missing some tests for `restartTasks()`. For 
example, we are not testing that a vertex should be scheduled if the partition 
is `PIPELINED` and in status `PRODUCING`. I think testing all 
combinations/branches from within `LazyFromSourcesSchedulingStrategyTest` will 
be difficult. I thought about extracting the `InputDependencyConstraint` 
checking into an extra class, which then can be tested in isolation. Find below 
an outline of what I mean:
   
   ```
   class InputDependencyConstraintTester {
   
        private final SchedulingIntermediateDataSetManager 
schedulingIntermediateDataSetManager;
   
        public boolean test(final SchedulingExecutionVertex 
schedulingExecutionVertex) {
                if (schedulingExecutionVertex.getInputDependencyConstraint() == 
InputDependencyConstraint.ALL) {
                        return testAll(schedulingExecutionVertex);
                } else if 
(schedulingExecutionVertex.getInputDependencyConstraint() == 
InputDependencyConstraint.ANY) {
                        return testAny(schedulingExecutionVertex);
                } else {
                        throw new IllegalArgumentException();
                }
        }
   
        private static boolean testAll(final SchedulingExecutionVertex 
schedulingExecutionVertex) {
                return schedulingExecutionVertex.getConsumedResultPartitions()
                        .stream()
                        .allMatch(this::partitionConsumable);
        }
   
        private static boolean testAny(final SchedulingExecutionVertex 
schedulingExecutionVertex) {
                return schedulingExecutionVertex.getConsumedResultPartitions()
                        .stream()
                        .anyMatch(this::partitionConsumable);
        }
   
        private boolean partitionConsumable(SchedulingResultPartition 
partition) {
                // ...
        }
   }
   
   class SchedulingIntermediateDataSetManager {
   
        private final Map<IntermediateDataSetID, SchedulingIntermediateDataSet> 
intermediateDataSets = new HashMap<>();
   
        // throws exception if dataset does not exist
        public SchedulingIntermediateDataSet 
getSchedulingIntermediateDataSet(final IntermediateDataSetID 
intermediateDataSetID);
   
   }
   ```
   
   I haven't tried whether this actually works. Let me know what you think.

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