Translate PPL dedup Command Part 2: allowedDuplication>1 (opensearc…

…h-project#543) * Translate PPL Command Part 2: allowedDuplication>1 Signed-off-by: Lantao Jin <[email protected]> * update document Signed-off-by: Lantao Jin <[email protected]> * remove the CatalystQueryPlanVisitor.java.orig Signed-off-by: Lantao Jin <[email protected]> * refactor Signed-off-by: Lantao Jin <[email protected]> * add IT for reordering field list Signed-off-by: Lantao Jin <[email protected]> * remove useless code Signed-off-by: Lantao Jin <[email protected]> --------- Signed-off-by: Lantao Jin <[email protected]> Co-authored-by: YANGDB <[email protected]> (cherry picked from commit cc52b1c)
LantaoJin · Oct 2, 2024 · 05c1794 · 05c1794
1 parent daa33e5
commit 05c1794
Show file tree

Hide file tree

Showing 6 changed files with 527 additions and 99 deletions.
diff --git a/...spark/ppl/FlintSparkPPLDedupITSuite.scala → ...park/ppl/FlintSparkPPLDedupeITSuite.scala b/...spark/ppl/FlintSparkPPLDedupITSuite.scala → ...park/ppl/FlintSparkPPLDedupeITSuite.scala
@@ -11,7 +11,7 @@ import org.apache.spark.sql.catalyst.expressions.{And, IsNotNull, IsNull, Or}
 import org.apache.spark.sql.catalyst.plans.logical.{Deduplicate, Filter, LogicalPlan, Project, Union}
 import org.apache.spark.sql.streaming.StreamTest
 
-class FlintSparkPPLDedupITSuite
+class FlintSparkPPLDedupeITSuite
     extends QueryTest
     with LogicalPlanTestUtils
     with FlintPPLSuite
@@ -187,7 +187,7 @@ class FlintSparkPPLDedupITSuite
     assert(ex.getMessage.contains("Consecutive deduplication is not supported"))
   }
 
-  ignore("test dedupe 2 name") {
+  test("test dedupe 2 name") {
     val frame = sql(s"""
          | source = $testTable| dedup 2 name | fields name
          | """.stripMargin)
@@ -200,7 +200,7 @@ class FlintSparkPPLDedupITSuite
     assert(results.sorted.sameElements(expectedResults.sorted))
   }
 
-  ignore("test dedupe 2 name, category") {
+  test("test dedupe 2 name, category") {
     val frame = sql(s"""
          | source = $testTable| dedup 2 name, category | fields name, category
          | """.stripMargin)
@@ -225,7 +225,7 @@ class FlintSparkPPLDedupITSuite
     assert(results.sorted.sameElements(expectedResults.sorted))
   }
 
-  ignore("test dedupe 2 name KEEPEMPTY=true") {
+  test("test dedupe 2 name KEEPEMPTY=true") {
     val frame = sql(s"""
          | source = $testTable| dedup 2 name KEEPEMPTY=true | fields name, category
          | """.stripMargin)
@@ -259,7 +259,7 @@ class FlintSparkPPLDedupITSuite
         .sameElements(expectedResults.sorted.map(_.getAs[String](0))))
   }
 
-  ignore("test dedupe 2 name, category KEEPEMPTY=true") {
+  test("test dedupe 2 name, category KEEPEMPTY=true") {
     val frame = sql(s"""
          | source = $testTable| dedup 2 name, category KEEPEMPTY=true | fields name, category
          | """.stripMargin)
@@ -307,4 +307,140 @@ class FlintSparkPPLDedupITSuite
              | """.stripMargin))
     assert(ex.getMessage.contains("Consecutive deduplication is not supported"))
   }
+
+  test("test dedupe 1 category, name - reorder field list won't impact output order") {
+    val expectedResults: Array[Row] = Array(
+      Row("A", "X"),
+      Row("A", "Y"),
+      Row("B", "Z"),
+      Row("C", "X"),
+      Row("D", "Z"),
+      Row("B", "Y"))
+    implicit val twoColsRowOrdering: Ordering[Row] =
+      Ordering.by[Row, (String, String)](row => (row.getAs(0), row.getAs(1)))
+
+    val frame1 = sql(s"""
+          | source = $testTable | dedup 1 name, category
+          | """.stripMargin)
+    val results1: Array[Row] = frame1.drop("id").collect()
+
+    val frame2 = sql(s"""
+          | source = $testTable | dedup 1 category, name
+          | """.stripMargin)
+    val results2: Array[Row] = frame2.drop("id").collect()
+
+    assert(results1.sorted.sameElements(results2.sorted))
+    assert(results1.sorted.sameElements(expectedResults.sorted))
+  }
+
+  test(
+    "test dedupe 1 category, name KEEPEMPTY=true - reorder field list won't impact output order") {
+    val expectedResults: Array[Row] = Array(
+      Row("A", "X"),
+      Row("A", "Y"),
+      Row("B", "Z"),
+      Row("C", "X"),
+      Row("D", "Z"),
+      Row("B", "Y"),
+      Row(null, "Y"),
+      Row("E", null),
+      Row(null, "X"),
+      Row("B", null),
+      Row(null, "Z"),
+      Row(null, null))
+    implicit val nullableTwoColsRowOrdering: Ordering[Row] =
+      Ordering.by[Row, (String, String)](row => {
+        val value0 = row.getAs[String](0)
+        val value1 = row.getAs[String](1)
+        (
+          if (value0 == null) String.valueOf(Int.MaxValue) else value0,
+          if (value1 == null) String.valueOf(Int.MaxValue) else value1)
+      })
+
+    val frame1 = sql(s"""
+          | source = $testTable | dedup 1 name, category KEEPEMPTY=true
+          | """.stripMargin)
+    val results1: Array[Row] = frame1.drop("id").collect()
+
+    val frame2 = sql(s"""
+          | source = $testTable | dedup 1 category, name KEEPEMPTY=true
+          | """.stripMargin)
+    val results2: Array[Row] = frame2.drop("id").collect()
+
+    assert(results1.sorted.sameElements(results2.sorted))
+    assert(results1.sorted.sameElements(expectedResults.sorted))
+  }
+
+  test("test dedupe 2 category, name - reorder field list won't impact output order") {
+    val expectedResults: Array[Row] = Array(
+      Row("A", "X"),
+      Row("A", "X"),
+      Row("A", "Y"),
+      Row("A", "Y"),
+      Row("B", "Y"),
+      Row("B", "Z"),
+      Row("B", "Z"),
+      Row("C", "X"),
+      Row("C", "X"),
+      Row("D", "Z"))
+    implicit val rowOrdering: Ordering[Row] = Ordering.by[Row, String](row => {
+      val value = row.getAs[String](0)
+      if (value == null) String.valueOf(Int.MaxValue) else value
+    })
+
+    val frame1 = sql(s"""
+          | source = $testTable | dedup 2 name, category
+          | """.stripMargin)
+    val results1: Array[Row] = frame1.drop("id").collect()
+
+    val frame2 = sql(s"""
+          | source = $testTable | dedup 2 category, name
+          | """.stripMargin)
+    val results2: Array[Row] = frame2.drop("id").collect()
+
+    assert(results1.sorted.sameElements(results2.sorted))
+    assert(results1.sorted.sameElements(expectedResults.sorted))
+  }
+
+  test(
+    "test dedupe 2 category, name KEEPEMPTY=true - reorder field list won't impact output order") {
+    val expectedResults: Array[Row] = Array(
+      Row("A", "X"),
+      Row("A", "X"),
+      Row("A", "Y"),
+      Row("A", "Y"),
+      Row("B", "Y"),
+      Row("B", "Z"),
+      Row("B", "Z"),
+      Row("C", "X"),
+      Row("C", "X"),
+      Row("D", "Z"),
+      Row(null, "Y"),
+      Row("E", null),
+      Row(null, "X"),
+      Row("B", null),
+      Row(null, "Z"),
+      Row(null, null))
+    implicit val nullableTwoColsRowOrdering: Ordering[Row] =
+      Ordering.by[Row, (String, String)](row => {
+        val value0 = row.getAs[String](0)
+        val value1 = row.getAs[String](1)
+        (
+          if (value0 == null) String.valueOf(Int.MaxValue) else value0,
+          if (value1 == null) String.valueOf(Int.MaxValue) else value1)
+      })
+
+    val frame1 = sql(s"""
+                        | source = $testTable | dedup 2 name, category KEEPEMPTY=true
+                        | """.stripMargin)
+    val results1: Array[Row] = frame1.drop("id").collect()
+
+    val frame2 = sql(s"""
+                        | source = $testTable | dedup 2 category, name KEEPEMPTY=true
+                        | """.stripMargin)
+    val results2: Array[Row] = frame2.drop("id").collect()
+
+    assert(results1.sorted.sameElements(results2.sorted))
+    assert(results1.sorted.sameElements(expectedResults.sorted))
+  }
 }
diff --git a/ppl-spark-integration/README.md b/ppl-spark-integration/README.md
@@ -300,8 +300,11 @@ Limitation: Overriding existing field is unsupported, following queries throw ex
 - `source = table | dedup 1 a,b | fields a,b,c`
 - `source = table | dedup 1 a keepempty=true | fields a,b,c`
 - `source = table | dedup 1 a,b keepempty=true | fields a,b,c`
-- `source = table | dedup 1 a consecutive=true| fields a,b,c` (Unsupported)
-- `source = table | dedup 2 a | fields a,b,c` (Unsupported)
+- `source = table | dedup 2 a | fields a,b,c`
+- `source = table | dedup 2 a,b | fields a,b,c`
+- `source = table | dedup 2 a keepempty=true | fields a,b,c`
+- `source = table | dedup 2 a,b keepempty=true | fields a,b,c`
+- `source = table | dedup 1 a consecutive=true| fields a,b,c` (Consecutive deduplication is unsupported)
 
 **Rare**
 - `source=accounts | rare gender`

diff --git a/ppl-spark-integration/src/main/java/org/opensearch/sql/ppl/CatalystQueryPlanVisitor.java b/ppl-spark-integration/src/main/java/org/opensearch/sql/ppl/CatalystQueryPlanVisitor.java
@@ -87,6 +87,10 @@
 import static org.opensearch.sql.ppl.CatalystPlanContext.findRelation;
 import static org.opensearch.sql.ppl.utils.DataTypeTransformer.seq;
 import static org.opensearch.sql.ppl.utils.DataTypeTransformer.translate;
+import static org.opensearch.sql.ppl.utils.DedupeTransformer.retainMultipleDuplicateEvents;
+import static org.opensearch.sql.ppl.utils.DedupeTransformer.retainMultipleDuplicateEventsAndKeepEmpty;
+import static org.opensearch.sql.ppl.utils.DedupeTransformer.retainOneDuplicateEvent;
+import static org.opensearch.sql.ppl.utils.DedupeTransformer.retainOneDuplicateEventAndKeepEmpty;
 import static org.opensearch.sql.ppl.utils.JoinSpecTransformer.join;
 import static org.opensearch.sql.ppl.utils.RelationUtils.resolveField;
 import static org.opensearch.sql.ppl.utils.WindowSpecTransformer.window;
@@ -338,97 +342,29 @@ public LogicalPlan visitDedupe(Dedupe node, CatalystPlanContext context) {
         }
         visitFieldList(node.getFields(), context);
         // Columns to deduplicate
-        Seq<org.apache.spark.sql.catalyst.expressions.Attribute> dedupFields
+        Seq<org.apache.spark.sql.catalyst.expressions.Attribute> dedupeFields
             = context.retainAllNamedParseExpressions(e -> (org.apache.spark.sql.catalyst.expressions.Attribute) e);
         // Although we can also use the Window operator to translate this as allowedDuplication > 1 did,
         // adding Aggregate operator could achieve better performance.
         if (allowedDuplication == 1) {
             if (keepEmpty) {
-                // Union
-                // :- Deduplicate ['a, 'b]
-                // :  +- Filter (isnotnull('a) AND isnotnull('b)
-                // :     +- Project
-                // :        +- UnresolvedRelation
-                // +- Filter (isnull('a) OR isnull('a))
-                //    +- Project
-                //       +- UnresolvedRelation
-
-                context.apply(p -> {
-                    Expression isNullExpr = buildIsNullFilterExpression(node, context);
-                    LogicalPlan right = new org.apache.spark.sql.catalyst.plans.logical.Filter(isNullExpr, p);
-
-                    Expression isNotNullExpr = buildIsNotNullFilterExpression(node, context);
-                    LogicalPlan left =
-                        new Deduplicate(dedupFields,
-                            new org.apache.spark.sql.catalyst.plans.logical.Filter(isNotNullExpr, p));
-                    return new Union(seq(left, right), false, false);
-                });
-                return context.getPlan();
+                return retainOneDuplicateEventAndKeepEmpty(node, dedupeFields, expressionAnalyzer, context);
             } else {
-                // Deduplicate ['a, 'b]
-                // +- Filter (isnotnull('a) AND isnotnull('b))
-                //    +- Project
-                //       +- UnresolvedRelation
-
-                Expression isNotNullExpr = buildIsNotNullFilterExpression(node, context);
-                context.apply(p -> new org.apache.spark.sql.catalyst.plans.logical.Filter(isNotNullExpr, p));
-                // Todo DeduplicateWithinWatermark in streaming dataset?
-                return context.apply(p -> new Deduplicate(dedupFields, p));
+                return retainOneDuplicateEvent(node, dedupeFields, expressionAnalyzer, context);
             }
         } else {
-            // TODO
-            throw new UnsupportedOperationException("Number of duplicate events greater than 1 is not supported");
+            if (keepEmpty) {
+                return retainMultipleDuplicateEventsAndKeepEmpty(node, allowedDuplication, expressionAnalyzer, context);
+            } else {
+                return retainMultipleDuplicateEvents(node, allowedDuplication, expressionAnalyzer, context);
+            }
         }
     }
 
-    private Expression buildIsNotNullFilterExpression(Dedupe node, CatalystPlanContext context) {
-        visitFieldList(node.getFields(), context);
-        Seq<Expression> isNotNullExpressions =
-            context.retainAllNamedParseExpressions(
-                org.apache.spark.sql.catalyst.expressions.IsNotNull$.MODULE$::apply);
-
-        Expression isNotNullExpr;
-        if (isNotNullExpressions.size() == 1) {
-            isNotNullExpr = isNotNullExpressions.apply(0);
-        } else {
-            isNotNullExpr = isNotNullExpressions.reduce(
-                new scala.Function2<Expression, Expression, Expression>() {
-                    @Override
-                    public Expression apply(Expression e1, Expression e2) {
-                        return new org.apache.spark.sql.catalyst.expressions.And(e1, e2);
-                    }
-                }
-            );
-        }
-        return isNotNullExpr;
-    }
-
-    private Expression buildIsNullFilterExpression(Dedupe node, CatalystPlanContext context) {
-        visitFieldList(node.getFields(), context);
-        Seq<Expression> isNullExpressions =
-            context.retainAllNamedParseExpressions(
-                org.apache.spark.sql.catalyst.expressions.IsNull$.MODULE$::apply);
-
-        Expression isNullExpr;
-        if (isNullExpressions.size() == 1) {
-            isNullExpr = isNullExpressions.apply(0);
-        } else {
-            isNullExpr = isNullExpressions.reduce(
-                new scala.Function2<Expression, Expression, Expression>() {
-                    @Override
-                    public Expression apply(Expression e1, Expression e2) {
-                        return new org.apache.spark.sql.catalyst.expressions.Or(e1, e2);
-                    }
-                }
-            );
-        }
-        return isNullExpr;
-    }
-
     /**
      * Expression Analyzer.
      */
-    private static class ExpressionAnalyzer extends AbstractNodeVisitor<Expression, CatalystPlanContext> {
+    public static class ExpressionAnalyzer extends AbstractNodeVisitor<Expression, CatalystPlanContext> {
 
         public Expression analyze(UnresolvedExpression unresolved, CatalystPlanContext context) {
             return unresolved.accept(this, context);