Yicong-Huang commented on code in PR #4912:
URL: https://github.com/apache/texera/pull/4912#discussion_r3179889927


##########
common/workflow-operator/src/test/scala/org/apache/texera/amber/operator/sink/ProgressiveUtilsSpec.scala:
##########
@@ -0,0 +1,130 @@
+/*
+ * 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.operator.sink
+
+import org.apache.texera.amber.core.tuple.{Attribute, AttributeType, Schema, 
Tuple}
+import org.scalatest.flatspec.AnyFlatSpec
+
+class ProgressiveUtilsSpec extends AnyFlatSpec {
+
+  // --- helpers 
---------------------------------------------------------------
+
+  private val baseSchema: Schema = new Schema(
+    new Attribute("id", AttributeType.INTEGER),
+    new Attribute("name", AttributeType.STRING)
+  )
+
+  // outputSchema = flag column prepended to baseSchema
+  private val outputSchema: Schema = new Schema(
+    ProgressiveUtils.insertRetractFlagAttr,
+    new Attribute("id", AttributeType.INTEGER),
+    new Attribute("name", AttributeType.STRING)
+  )
+
+  private def baseTuple(id: Int, name: String): Tuple =
+    Tuple
+      .builder(baseSchema)
+      .add(new Attribute("id", AttributeType.INTEGER), Int.box(id))
+      .add(new Attribute("name", AttributeType.STRING), name)
+      .build()
+
+  // --- insertRetractFlagAttr 
-------------------------------------------------
+
+  "ProgressiveUtils.insertRetractFlagAttr" should "be a BOOLEAN attribute 
named __internal_is_insertion" in {
+    val attr = ProgressiveUtils.insertRetractFlagAttr
+    assert(attr.getName == "__internal_is_insertion")
+    assert(attr.getType == AttributeType.BOOLEAN)
+  }
+
+  // --- addInsertionFlag / addRetractionFlag 
----------------------------------
+
+  "ProgressiveUtils.addInsertionFlag" should "prepend the flag column with 
value true" in {
+    val flagged = ProgressiveUtils.addInsertionFlag(baseTuple(1, "alice"), 
outputSchema)
+    assert(flagged.getSchema == outputSchema)
+    
assert(flagged.getField[Boolean](ProgressiveUtils.insertRetractFlagAttr.getName)
 == true)
+    assert(flagged.getField[Integer]("id") == 1)
+    assert(flagged.getField[String]("name") == "alice")
+  }
+
+  "ProgressiveUtils.addRetractionFlag" should "prepend the flag column with 
value false" in {
+    val flagged = ProgressiveUtils.addRetractionFlag(baseTuple(2, "bob"), 
outputSchema)
+    
assert(flagged.getField[Boolean](ProgressiveUtils.insertRetractFlagAttr.getName)
 == false)
+    assert(flagged.getField[Integer]("id") == 2)
+    assert(flagged.getField[String]("name") == "bob")
+  }
+
+  it should "fail an assertion if the input tuple already has the flag column" 
in {
+    val alreadyFlagged = ProgressiveUtils.addInsertionFlag(baseTuple(3, "x"), 
outputSchema)
+    val ex = intercept[AssertionError] {
+      ProgressiveUtils.addRetractionFlag(alreadyFlagged, outputSchema)
+    }
+    // Don't pin the exact message; locking in the AssertionError is enough.
+    assert(ex != null)
+  }
+
+  // --- isInsertion 
-----------------------------------------------------------
+
+  "ProgressiveUtils.isInsertion" should "return true for an unflagged tuple" 
in {
+    // Tuples without the flag column default to insertion (the unflagged
+    // default in the engine is "+").
+    assert(ProgressiveUtils.isInsertion(baseTuple(1, "x")))
+  }
+
+  it should "return true when the flag column is present and true" in {
+    val flagged = ProgressiveUtils.addInsertionFlag(baseTuple(1, "x"), 
outputSchema)
+    assert(ProgressiveUtils.isInsertion(flagged))
+  }
+
+  it should "return false when the flag column is present and false" in {
+    val flagged = ProgressiveUtils.addRetractionFlag(baseTuple(1, "x"), 
outputSchema)
+    assert(!ProgressiveUtils.isInsertion(flagged))
+  }
+
+  // --- getTupleFlagAndValue 
--------------------------------------------------
+
+  "ProgressiveUtils.getTupleFlagAndValue" should "split an insertion-flagged 
tuple into (true, base tuple)" in {

Review Comment:
   not sure if this is the api, but there should be an API to resolve those 
flags to get a final value. have we tested it?



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