SteNicholas commented on code in PR #3858:
URL: https://github.com/apache/celeborn/pull/3858#discussion_r4444775417


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worker/src/main/scala/org/apache/celeborn/service/deploy/worker/metrics/ScaleMetricCollector.scala:
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@@ -0,0 +1,29 @@
+/*
+ * 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.celeborn.service.deploy.worker.metrics
+
+import org.apache.celeborn.common.metrics.WorkerStats
+import org.apache.celeborn.service.deploy.worker.Worker
+
+trait ScaleMetricCollector {
+  def init(worker: Worker): Unit

Review Comment:
   **Make the collector initialization API accessible to external Scala 
implementations**: `Worker` is declared `private[celeborn]`, so a Scala 
collector in a user package cannot implement this method. I reproduced this 
against 20120aa0: an implementation in `com.example.scaling` fails with `class 
Worker in package worker cannot be accessed`, while the equivalent 
implementation under `org.apache.celeborn` compiles. This prevents users from 
implementing the configurable collector in their own Scala namespace, and the 
current integration test misses it because its collector is inside the Celeborn 
package.
   
   Could we expose a public collector context with the required observations, 
or otherwise make the parameter type accessible, and add a compilation test for 
an implementation outside `org.apache.celeborn`?



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