4paradigm / 4paradigm/OpenMLDB

Support null equal in last join for openmldb-batch

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enhancement
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描述

We may support `===` and `<=>` for last join.

```
--- a/java/openmldb-batch/src/main/scala/com/_4paradigm/openmldb/batch/nodes/JoinPlan.scala
+++ b/java/openmldb-batch/src/main/scala/com/_4paradigm/openmldb/batch/nodes/JoinPlan.scala
@@ -91,10 +91,18 @@ object JoinPlan {
for (i <- 0 until keyNum) {
val leftColumn = SparkColumnUtil.resolveExprNodeToColumn(leftKeys.GetChild(i), node.GetProducer(0), leftDf)
val rightColumn = SparkColumnUtil.resolveExprNodeToColumn(rightKeys.GetChild(i), node.GetProducer(1), rightDf)
- joinConditions += (leftColumn === rightColumn)
+ joinConditions += leftColumn.eqNullSafe(rightColumn)
}
}
```

贡献指南

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调研方向

The change is in JoinPlan.scala, specifically the join condition logic. Start by understanding the existing last join implementation and how null equality is currently handled. Look at the SparkColumnUtil and the eqNullSafe method. Run tests related to join operations to verify the new behavior.

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评估

技术栈
scala, spark
领域
databases, machine-learning
Issue 类型
功能
难度
3/5
预计耗时
1-2 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
45/100

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