Copilot commented on code in PR #4821:
URL: https://github.com/apache/texera/pull/4821#discussion_r3177609900


##########
amber/src/test/scala/org/apache/texera/amber/engine/architecture/scheduling/config/SchedulingConfigsSpec.scala:
##########
@@ -0,0 +1,291 @@
+/*
+ * 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.texera.amber.engine.architecture.scheduling.config
+
+import org.apache.texera.amber.config.ApplicationConfig
+import org.apache.texera.amber.core.executor.OpExecInitInfo
+import org.apache.texera.amber.core.virtualidentity.{
+  ActorVirtualIdentity,
+  ChannelIdentity,
+  ExecutionIdentity,
+  OperatorIdentity,
+  PhysicalOpIdentity,
+  WorkflowIdentity
+}
+import org.apache.texera.amber.core.workflow._
+import 
org.apache.texera.amber.engine.architecture.sendsemantics.partitionings._
+import org.scalatest.flatspec.AnyFlatSpec
+
+import java.net.URI
+
+class SchedulingConfigsSpec extends AnyFlatSpec {
+
+  private def actor(name: String): ActorVirtualIdentity = 
ActorVirtualIdentity(name)
+  private def chan(from: ActorVirtualIdentity, to: ActorVirtualIdentity): 
ChannelIdentity =
+    ChannelIdentity(from, to, isControl = false)
+
+  // 
---------------------------------------------------------------------------
+  // ChannelConfig.generateChannelConfigs
+  // 
---------------------------------------------------------------------------
+
+  "ChannelConfig.generateChannelConfigs" should "produce a full cross-product 
for HashPartition" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"), actor("t3"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
HashPartition(List("k")))
+    assert(configs.size == 6)
+    assert(configs.map(_.channelId).toSet == (for (f <- from; t <- to) yield 
chan(f, t)).toSet)
+    configs.foreach(c => assert(c.toPortId == PortIdentity(0)))
+  }
+
+  it should "produce a full cross-product for RangePartition" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs = ChannelConfig.generateChannelConfigs(
+      from,
+      to,
+      PortIdentity(1),
+      new RangePartition(List("k"), 0L, 10L)
+    )
+    assert(configs.size == 2)
+  }
+
+  it should "produce a full cross-product for BroadcastPartition" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
BroadcastPartition())
+    assert(configs.size == 4)
+  }
+
+  it should "produce a full cross-product for UnknownPartition" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
UnknownPartition())
+    assert(configs.size == 2)
+  }
+
+  it should "fan-in to a single receiver for SinglePartition" in {
+    val from = List(actor("f1"), actor("f2"), actor("f3"))
+    val to = List(actor("only-receiver"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
SinglePartition())
+    assert(configs.size == 3)
+    assert(configs.forall(_.channelId.toWorkerId == actor("only-receiver")))
+  }
+
+  it should "fail the SinglePartition assertion when toWorkerIds has more than 
one entry" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    assertThrows[AssertionError] {
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
SinglePartition())
+    }
+  }
+
+  it should "zip from/to in OneToOnePartition" in {
+    val from = List(actor("f1"), actor("f2"), actor("f3"))
+    val to = List(actor("t1"), actor("t2"), actor("t3"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
OneToOnePartition())
+    assert(configs.size == 3)
+    val pairs = configs.map(c => (c.channelId.fromWorkerId, 
c.channelId.toWorkerId))
+    assert(
+      pairs == List(
+        (actor("f1"), actor("t1")),
+        (actor("f2"), actor("t2")),
+        (actor("f3"), actor("t3"))
+      )
+    )
+  }
+
+  it should "produce empty list for unhandled partition cases" in {
+    // The catch-all `case _ => List()` is exercised by an InternalLink-style
+    // partition that the matcher does not enumerate. Constructing one via the
+    // sealed hierarchy isn't possible without adding a new subtype, so this
+    // case is covered indirectly by the matcher's exhaustiveness audit.
+    succeed

Review Comment:
   The test case for the `case _ => List()` branch doesn’t actually exercise 
that code path (it only calls `succeed`). Since 
`ChannelConfig.generateChannelConfigs` has a real catch-all that returns an 
empty list, consider triggering it explicitly (e.g., pass 
`null.asInstanceOf[PartitionInfo]`) and assert the result is empty, so the 
branch is truly covered and the test will fail if the default behavior changes.
   



##########
amber/src/test/scala/org/apache/texera/amber/engine/architecture/scheduling/config/SchedulingConfigsSpec.scala:
##########
@@ -0,0 +1,291 @@
+/*
+ * 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.texera.amber.engine.architecture.scheduling.config
+
+import org.apache.texera.amber.config.ApplicationConfig
+import org.apache.texera.amber.core.executor.OpExecInitInfo
+import org.apache.texera.amber.core.virtualidentity.{
+  ActorVirtualIdentity,
+  ChannelIdentity,
+  ExecutionIdentity,
+  OperatorIdentity,
+  PhysicalOpIdentity,
+  WorkflowIdentity
+}
+import org.apache.texera.amber.core.workflow._
+import 
org.apache.texera.amber.engine.architecture.sendsemantics.partitionings._
+import org.scalatest.flatspec.AnyFlatSpec
+
+import java.net.URI
+
+class SchedulingConfigsSpec extends AnyFlatSpec {
+
+  private def actor(name: String): ActorVirtualIdentity = 
ActorVirtualIdentity(name)
+  private def chan(from: ActorVirtualIdentity, to: ActorVirtualIdentity): 
ChannelIdentity =
+    ChannelIdentity(from, to, isControl = false)
+
+  // 
---------------------------------------------------------------------------
+  // ChannelConfig.generateChannelConfigs
+  // 
---------------------------------------------------------------------------
+
+  "ChannelConfig.generateChannelConfigs" should "produce a full cross-product 
for HashPartition" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"), actor("t3"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
HashPartition(List("k")))
+    assert(configs.size == 6)
+    assert(configs.map(_.channelId).toSet == (for (f <- from; t <- to) yield 
chan(f, t)).toSet)
+    configs.foreach(c => assert(c.toPortId == PortIdentity(0)))
+  }
+
+  it should "produce a full cross-product for RangePartition" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs = ChannelConfig.generateChannelConfigs(
+      from,
+      to,
+      PortIdentity(1),
+      new RangePartition(List("k"), 0L, 10L)
+    )
+    assert(configs.size == 2)
+  }
+
+  it should "produce a full cross-product for BroadcastPartition" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
BroadcastPartition())
+    assert(configs.size == 4)
+  }
+
+  it should "produce a full cross-product for UnknownPartition" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
UnknownPartition())
+    assert(configs.size == 2)
+  }
+
+  it should "fan-in to a single receiver for SinglePartition" in {
+    val from = List(actor("f1"), actor("f2"), actor("f3"))
+    val to = List(actor("only-receiver"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
SinglePartition())
+    assert(configs.size == 3)
+    assert(configs.forall(_.channelId.toWorkerId == actor("only-receiver")))
+  }
+
+  it should "fail the SinglePartition assertion when toWorkerIds has more than 
one entry" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    assertThrows[AssertionError] {
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
SinglePartition())
+    }
+  }
+
+  it should "zip from/to in OneToOnePartition" in {
+    val from = List(actor("f1"), actor("f2"), actor("f3"))
+    val to = List(actor("t1"), actor("t2"), actor("t3"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
OneToOnePartition())
+    assert(configs.size == 3)
+    val pairs = configs.map(c => (c.channelId.fromWorkerId, 
c.channelId.toWorkerId))
+    assert(
+      pairs == List(
+        (actor("f1"), actor("t1")),
+        (actor("f2"), actor("t2")),
+        (actor("f3"), actor("t3"))
+      )
+    )
+  }
+
+  it should "produce empty list for unhandled partition cases" in {
+    // The catch-all `case _ => List()` is exercised by an InternalLink-style
+    // partition that the matcher does not enumerate. Constructing one via the
+    // sealed hierarchy isn't possible without adding a new subtype, so this
+    // case is covered indirectly by the matcher's exhaustiveness audit.
+    succeed
+  }
+
+  // 
---------------------------------------------------------------------------
+  // LinkConfig.toPartitioning
+  // 
---------------------------------------------------------------------------
+
+  "LinkConfig.toPartitioning" should "map HashPartition to 
HashBasedShufflePartitioning carrying its hash attributes" in {
+    val from = List(actor("f"))
+    val to = List(actor("t1"), actor("t2"))
+    val partitioning =
+      LinkConfig.toPartitioning(from, to, HashPartition(List("a", "b")), 
dataTransferBatchSize = 50)
+    val hashed = partitioning.asInstanceOf[HashBasedShufflePartitioning]
+    assert(hashed.batchSize == 50)
+    assert(hashed.hashAttributeNames == List("a", "b"))
+    assert(hashed.channels.size == 2)
+  }
+
+  it should "map RangePartition to RangeBasedShufflePartitioning carrying its 
range bounds" in {
+    val from = List(actor("f"))
+    val to = List(actor("t1"))
+    val partitioning = LinkConfig.toPartitioning(
+      from,
+      to,
+      new RangePartition(List("a"), 0L, 99L),
+      dataTransferBatchSize = 10
+    )
+    val ranged = partitioning.asInstanceOf[RangeBasedShufflePartitioning]
+    assert(ranged.rangeMin == 0L)
+    assert(ranged.rangeMax == 99L)
+    assert(ranged.rangeAttributeNames == List("a"))
+  }

Review Comment:
   This test passes `dataTransferBatchSize = 10` but never asserts that the 
resulting `RangeBasedShufflePartitioning` actually carries that batch size 
(only hash partition test checks batch size). If the goal is to cover parameter 
propagation, add an assertion on `ranged.batchSize` here (and similarly for 
other partitioning types where meaningful).



##########
amber/src/test/scala/org/apache/texera/amber/engine/architecture/scheduling/config/SchedulingConfigsSpec.scala:
##########
@@ -0,0 +1,291 @@
+/*
+ * 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.texera.amber.engine.architecture.scheduling.config
+
+import org.apache.texera.amber.config.ApplicationConfig
+import org.apache.texera.amber.core.executor.OpExecInitInfo
+import org.apache.texera.amber.core.virtualidentity.{
+  ActorVirtualIdentity,
+  ChannelIdentity,
+  ExecutionIdentity,
+  OperatorIdentity,
+  PhysicalOpIdentity,
+  WorkflowIdentity
+}
+import org.apache.texera.amber.core.workflow._
+import 
org.apache.texera.amber.engine.architecture.sendsemantics.partitionings._
+import org.scalatest.flatspec.AnyFlatSpec
+
+import java.net.URI
+
+class SchedulingConfigsSpec extends AnyFlatSpec {
+
+  private def actor(name: String): ActorVirtualIdentity = 
ActorVirtualIdentity(name)
+  private def chan(from: ActorVirtualIdentity, to: ActorVirtualIdentity): 
ChannelIdentity =
+    ChannelIdentity(from, to, isControl = false)
+
+  // 
---------------------------------------------------------------------------
+  // ChannelConfig.generateChannelConfigs
+  // 
---------------------------------------------------------------------------
+
+  "ChannelConfig.generateChannelConfigs" should "produce a full cross-product 
for HashPartition" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"), actor("t3"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
HashPartition(List("k")))
+    assert(configs.size == 6)
+    assert(configs.map(_.channelId).toSet == (for (f <- from; t <- to) yield 
chan(f, t)).toSet)
+    configs.foreach(c => assert(c.toPortId == PortIdentity(0)))
+  }
+
+  it should "produce a full cross-product for RangePartition" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs = ChannelConfig.generateChannelConfigs(
+      from,
+      to,
+      PortIdentity(1),
+      new RangePartition(List("k"), 0L, 10L)
+    )
+    assert(configs.size == 2)
+  }
+
+  it should "produce a full cross-product for BroadcastPartition" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
BroadcastPartition())
+    assert(configs.size == 4)
+  }
+
+  it should "produce a full cross-product for UnknownPartition" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
UnknownPartition())
+    assert(configs.size == 2)
+  }
+
+  it should "fan-in to a single receiver for SinglePartition" in {
+    val from = List(actor("f1"), actor("f2"), actor("f3"))
+    val to = List(actor("only-receiver"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
SinglePartition())
+    assert(configs.size == 3)
+    assert(configs.forall(_.channelId.toWorkerId == actor("only-receiver")))
+  }
+
+  it should "fail the SinglePartition assertion when toWorkerIds has more than 
one entry" in {
+    val from = List(actor("f1"))
+    val to = List(actor("t1"), actor("t2"))
+    assertThrows[AssertionError] {
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
SinglePartition())
+    }
+  }
+
+  it should "zip from/to in OneToOnePartition" in {
+    val from = List(actor("f1"), actor("f2"), actor("f3"))
+    val to = List(actor("t1"), actor("t2"), actor("t3"))
+    val configs =
+      ChannelConfig.generateChannelConfigs(from, to, PortIdentity(0), 
OneToOnePartition())
+    assert(configs.size == 3)
+    val pairs = configs.map(c => (c.channelId.fromWorkerId, 
c.channelId.toWorkerId))
+    assert(
+      pairs == List(
+        (actor("f1"), actor("t1")),
+        (actor("f2"), actor("t2")),
+        (actor("f3"), actor("t3"))
+      )
+    )
+  }
+
+  it should "produce empty list for unhandled partition cases" in {
+    // The catch-all `case _ => List()` is exercised by an InternalLink-style
+    // partition that the matcher does not enumerate. Constructing one via the
+    // sealed hierarchy isn't possible without adding a new subtype, so this
+    // case is covered indirectly by the matcher's exhaustiveness audit.
+    succeed
+  }
+
+  // 
---------------------------------------------------------------------------
+  // LinkConfig.toPartitioning
+  // 
---------------------------------------------------------------------------
+
+  "LinkConfig.toPartitioning" should "map HashPartition to 
HashBasedShufflePartitioning carrying its hash attributes" in {
+    val from = List(actor("f"))
+    val to = List(actor("t1"), actor("t2"))
+    val partitioning =
+      LinkConfig.toPartitioning(from, to, HashPartition(List("a", "b")), 
dataTransferBatchSize = 50)
+    val hashed = partitioning.asInstanceOf[HashBasedShufflePartitioning]
+    assert(hashed.batchSize == 50)
+    assert(hashed.hashAttributeNames == List("a", "b"))
+    assert(hashed.channels.size == 2)
+  }
+
+  it should "map RangePartition to RangeBasedShufflePartitioning carrying its 
range bounds" in {
+    val from = List(actor("f"))
+    val to = List(actor("t1"))
+    val partitioning = LinkConfig.toPartitioning(
+      from,
+      to,
+      new RangePartition(List("a"), 0L, 99L),
+      dataTransferBatchSize = 10
+    )
+    val ranged = partitioning.asInstanceOf[RangeBasedShufflePartitioning]
+    assert(ranged.rangeMin == 0L)
+    assert(ranged.rangeMax == 99L)
+    assert(ranged.rangeAttributeNames == List("a"))
+  }
+
+  it should "map SinglePartition to OneToOnePartitioning fanned in to the 
single receiver" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("only"))
+    val partitioning =
+      LinkConfig.toPartitioning(from, to, SinglePartition(), 
dataTransferBatchSize = 1)
+    val one = partitioning.asInstanceOf[OneToOnePartitioning]
+    assert(one.channels.forall(_.toWorkerId == actor("only")))
+    assert(one.channels.size == 2)
+  }
+
+  it should "fail the SinglePartition assertion when toWorkerIds has more than 
one entry" in {
+    val from = List(actor("f"))
+    val to = List(actor("t1"), actor("t2"))
+    assertThrows[AssertionError] {
+      LinkConfig.toPartitioning(from, to, SinglePartition(), 
dataTransferBatchSize = 1)
+    }
+  }
+
+  it should "map OneToOnePartition to OneToOnePartitioning over zipped pairs" 
in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"))
+    val partitioning =
+      LinkConfig.toPartitioning(from, to, OneToOnePartition(), 
dataTransferBatchSize = 1)
+    val one = partitioning.asInstanceOf[OneToOnePartitioning]
+    assert(one.channels.size == 2)
+    assert(one.channels.head == chan(actor("f1"), actor("t1")))
+  }
+
+  it should "map BroadcastPartition to BroadcastPartitioning over zipped 
pairs" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"))
+    val partitioning =
+      LinkConfig.toPartitioning(from, to, BroadcastPartition(), 
dataTransferBatchSize = 1)
+    assert(partitioning.isInstanceOf[BroadcastPartitioning])
+  }
+
+  it should "map UnknownPartition to RoundRobinPartitioning across the 
cross-product" in {
+    val from = List(actor("f1"), actor("f2"))
+    val to = List(actor("t1"), actor("t2"))
+    val partitioning =
+      LinkConfig.toPartitioning(from, to, UnknownPartition(), 
dataTransferBatchSize = 1)
+    val rr = partitioning.asInstanceOf[RoundRobinPartitioning]
+    assert(rr.channels.size == 4)
+  }
+

Review Comment:
   `LinkConfig.toPartitioning` has a default `case _ => throw new 
UnsupportedOperationException()` branch, but the spec doesn’t currently assert 
that behavior. To fully cover all match branches (as described in the PR), add 
a test that passes an unhandled `PartitionInfo` value (commonly 
`null.asInstanceOf[PartitionInfo]` for sealed hierarchies) and assert it throws 
`UnsupportedOperationException`.
   



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