aglinxinyuan commented on code in PR #4206:
URL: https://github.com/apache/texera/pull/4206#discussion_r3346336493


##########
common/workflow-operator/src/main/scala/org/apache/texera/amber/operator/loop/LoopStartOpDesc.scala:
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@@ -0,0 +1,80 @@
+/*
+ * 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.loop
+
+import com.fasterxml.jackson.annotation.JsonProperty
+import com.kjetland.jackson.jsonSchema.annotations.JsonSchemaTitle
+import org.apache.texera.amber.core.executor.OpExecWithCode
+import org.apache.texera.amber.core.virtualidentity.{ExecutionIdentity, 
WorkflowIdentity}
+import org.apache.texera.amber.core.workflow.{InputPort, OutputPort, 
PhysicalOp}
+import org.apache.texera.amber.operator.LogicalOp
+import org.apache.texera.amber.operator.metadata.{OperatorGroupConstants, 
OperatorInfo}
+
+class LoopStartOpDesc extends LogicalOp {
+  @JsonProperty(required = true, defaultValue = "i = 0")
+  @JsonSchemaTitle("Initialization")
+  var initialization: String = _
+
+  @JsonProperty(required = true, defaultValue = "table.iloc[i]")
+  @JsonSchemaTitle("Output")
+  var output: String = _

Review Comment:
   Addressed across 411d92f67 (plus the earlier loop_counter / LoopStartId / 
LoopStartStateURI moves). The reserved names no longer share the user exec 
namespace:
   
   - `loop_counter`, `LoopStartId`, `LoopStartStateURI` are now entirely off 
`State` -- they ride the `StateFrame` envelope as their own materialized 
columns, owned by the runtime, so they never appear in `self.state` and user 
code cannot touch them.
   - `table` and `output`: each user expression (`initialization` / `output` / 
`update` / `condition`) now runs in a throwaway namespace seeded with the user 
loop variables plus the input `table`; `output` is read back out of it, and 
only the user variables are persisted into `self.state`. So `table` stays 
readable, but neither reserved name can persist in -- or be silently clobbered 
out of -- the loop state.
   
   A user writing `loop_counter = 0`, `table = ...`, etc. in their loop code 
can therefore no longer overwrite loop machinery. The exec logic lives in 
tested LoopStart/LoopEnd base helpers (`eval_output` / `run_update` / 
`eval_condition`); the generated operators just delegate.



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