Copilot commented on code in PR #10236:
URL: https://github.com/apache/gravitino/pull/10236#discussion_r2888216471


##########
maintenance/optimizer/src/test/java/org/apache/gravitino/maintenance/optimizer/integration/test/RecordingJobSubmitterForIT.java:
##########
@@ -0,0 +1,79 @@
+/*
+ * 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.gravitino.maintenance.optimizer.integration.test;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.CopyOnWriteArrayList;
+import 
org.apache.gravitino.maintenance.optimizer.api.recommender.JobExecutionContext;
+import org.apache.gravitino.maintenance.optimizer.api.recommender.JobSubmitter;
+import org.apache.gravitino.maintenance.optimizer.common.OptimizerEnv;
+import org.apache.gravitino.maintenance.optimizer.common.conf.OptimizerConfig;
+
+public class RecordingJobSubmitterForIT implements JobSubmitter {
+  public static final String NAME = "recording-job-submitter-it";
+  public static final String SESSION_ID_KEY =
+      OptimizerConfig.JOB_SUBMITTER_CONFIG_PREFIX + "recording-session-id";
+
+  private static final Map<String, List<JobExecutionContext>> 
SUBMITTED_CONTEXTS_BY_SESSION =
+      new ConcurrentHashMap<>();
+
+  private String sessionId;
+
+  public static void reset(String sessionId) {
+    SUBMITTED_CONTEXTS_BY_SESSION.put(sessionId, new CopyOnWriteArrayList<>());
+  }
+
+  public static List<JobExecutionContext> submittedContexts(String sessionId) {
+    return List.copyOf(
+        SUBMITTED_CONTEXTS_BY_SESSION.getOrDefault(sessionId, new 
CopyOnWriteArrayList<>()));

Review Comment:
   submittedContexts() allocates a new CopyOnWriteArrayList as the default 
value on every call when the sessionId is missing. Using List.of() as the 
default (or checking containsKey first) would avoid unnecessary allocation in 
this test utility.
   ```suggestion
       List<JobExecutionContext> contexts = 
SUBMITTED_CONTEXTS_BY_SESSION.get(sessionId);
       if (contexts == null) {
         return List.of();
       }
       return List.copyOf(contexts);
   ```



##########
maintenance/optimizer/src/test/java/org/apache/gravitino/maintenance/optimizer/integration/test/RecordingJobSubmitterForIT.java:
##########
@@ -0,0 +1,79 @@
+/*
+ * 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.gravitino.maintenance.optimizer.integration.test;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.CopyOnWriteArrayList;
+import 
org.apache.gravitino.maintenance.optimizer.api.recommender.JobExecutionContext;
+import org.apache.gravitino.maintenance.optimizer.api.recommender.JobSubmitter;
+import org.apache.gravitino.maintenance.optimizer.common.OptimizerEnv;
+import org.apache.gravitino.maintenance.optimizer.common.conf.OptimizerConfig;
+
+public class RecordingJobSubmitterForIT implements JobSubmitter {
+  public static final String NAME = "recording-job-submitter-it";
+  public static final String SESSION_ID_KEY =
+      OptimizerConfig.JOB_SUBMITTER_CONFIG_PREFIX + "recording-session-id";
+
+  private static final Map<String, List<JobExecutionContext>> 
SUBMITTED_CONTEXTS_BY_SESSION =
+      new ConcurrentHashMap<>();
+
+  private String sessionId;
+
+  public static void reset(String sessionId) {
+    SUBMITTED_CONTEXTS_BY_SESSION.put(sessionId, new CopyOnWriteArrayList<>());
+  }
+
+  public static List<JobExecutionContext> submittedContexts(String sessionId) {
+    return List.copyOf(
+        SUBMITTED_CONTEXTS_BY_SESSION.getOrDefault(sessionId, new 
CopyOnWriteArrayList<>()));
+  }
+
+  public static void clear(String sessionId) {
+    SUBMITTED_CONTEXTS_BY_SESSION.remove(sessionId);
+  }
+
+  @Override
+  public String submitJob(String jobTemplateName, JobExecutionContext 
jobExecutionContext) {
+    List<JobExecutionContext> submittedContexts =
+        SUBMITTED_CONTEXTS_BY_SESSION.computeIfAbsent(
+            sessionId, key -> new CopyOnWriteArrayList<>());
+    submittedContexts.add(jobExecutionContext);
+    return "it-job-" + submittedContexts.size();
+  }
+
+  @Override
+  public String name() {
+    return NAME;
+  }
+
+  @Override
+  public void initialize(OptimizerEnv optimizerEnv) {
+    this.sessionId = optimizerEnv.config().getAllConfig().get(SESSION_ID_KEY);
+    if (sessionId == null || sessionId.isEmpty()) {
+      throw new IllegalArgumentException(
+          "Missing test session id config for RecordingJobSubmitterForIT: " + 
SESSION_ID_KEY);
+    }

Review Comment:
   RecordingJobSubmitterForIT reads the session id from 
optimizerEnv.config().getAllConfig() using the full prefixed key. Since 
OptimizerConfig already provides jobSubmitterConfigs() with the prefix 
stripped, it would be more robust/consistent to read from 
optimizerEnv.config().jobSubmitterConfigs() (and define SESSION_ID_KEY without 
the global prefix). This keeps test providers aligned with how real 
JobSubmitter implementations are expected to consume config.



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