[SPARK-4493][SQL] Tests for IsNull / IsNotNull in the ParquetFilterSuite

This is a follow-up of #3367 and #3644.

At the time #3644 was written, #3367 hadn't been merged yet, thus `IsNull` and `IsNotNull` filters are not covered in the first version of `ParquetFilterSuite`. This PR adds corresponding test cases.

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Author: Cheng Lian <[email protected]>

Closes #3748 from liancheng/test-null-filters and squashes the following commits:

1ab943f [Cheng Lian] IsNull and IsNotNull Parquet filter test case for boolean type
bcd616b [Cheng Lian] Adds Parquet filter pushedown tests for IsNull and IsNotNull

Author: liancheng

sql/core/src/test/scala/org/apache/spark/sql/parquet/ParquetFilterSuite.scala

@@ -28,11 +28,14 @@ import org.apache.spark.sql.{QueryTest, SQLConf, SchemaRDD}
 /**
  * A test suite that tests Parquet filter2 API based filter pushdown optimization.
  *
- * Notice that `!(a cmp b)` are always transformed to its negated form `a cmp' b` by the
- * `BooleanSimplification` optimization rule whenever possible. As a result, predicate `!(a < 1)`
- * results a `GtEq` filter predicate rather than a `Not`.
+ * NOTE:
  *
- * @todo Add test cases for `IsNull` and `IsNotNull` after merging PR #3367
+ * 1. `!(a cmp b)` is always transformed to its negated form `a cmp' b` by the
+ *    `BooleanSimplification` optimization rule whenever possible. As a result, predicate `!(a < 1)`
+ *    results in a `GtEq` filter predicate rather than a `Not`.
+ *
+ * 2. `Tuple1(Option(x))` is used together with `AnyVal` types like `Int` to ensure the inferred
+ *    data type is nullable.
  */
 class ParquetFilterSuite extends QueryTest with ParquetTest {
   val sqlContext = TestSQLContext
@@ -85,14 +88,26 @@ class ParquetFilterSuite extends QueryTest with ParquetTest {
   }
 
   test("filter pushdown - boolean") {
-    withParquetRDD((true :: false :: Nil).map(Tuple1.apply)) { rdd =>
+    withParquetRDD((true :: false :: Nil).map(b => Tuple1.apply(Option(b)))) { rdd =>
+      checkFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[java.lang.Boolean]])(Seq.empty[Row])
+      checkFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[java.lang.Boolean]]) {
+        Seq(Row(true), Row(false))
+      }
+
       checkFilterPushdown(rdd, '_1)('_1 === true, classOf[Eq[java.lang.Boolean]])(true)
-      checkFilterPushdown(rdd, '_1)('_1 !== true, classOf[Operators.NotEq[java.lang.Boolean]])(false)
+      checkFilterPushdown(rdd, '_1)('_1 !== true, classOf[Operators.NotEq[java.lang.Boolean]]) {
+        false
+      }
     }
   }
 
   test("filter pushdown - integer") {
-    withParquetRDD((1 to 4).map(Tuple1.apply)) { rdd =>
+    withParquetRDD((1 to 4).map(i => Tuple1(Option(i)))) { rdd =>
+      checkFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[Integer]])(Seq.empty[Row])
+      checkFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[Integer]]) {
+        (1 to 4).map(Row.apply(_))
+      }
+
       checkFilterPushdown(rdd, '_1)('_1 === 1, classOf[Eq[Integer]])(1)
       checkFilterPushdown(rdd, '_1)('_1 !== 1, classOf[Operators.NotEq[Integer]]) {
         (2 to 4).map(Row.apply(_))
@@ -118,7 +133,12 @@ class ParquetFilterSuite extends QueryTest with ParquetTest {
   }
 
   test("filter pushdown - long") {
-    withParquetRDD((1 to 4).map(i => Tuple1(i.toLong))) { rdd =>
+    withParquetRDD((1 to 4).map(i => Tuple1(Option(i.toLong)))) { rdd =>
+      checkFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[java.lang.Long]])(Seq.empty[Row])
+      checkFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[java.lang.Long]]) {
+        (1 to 4).map(Row.apply(_))
+      }
+
       checkFilterPushdown(rdd, '_1)('_1 === 1, classOf[Eq[java.lang.Long]])(1)
       checkFilterPushdown(rdd, '_1)('_1 !== 1, classOf[Operators.NotEq[java.lang.Long]]) {
         (2 to 4).map(Row.apply(_))
@@ -144,7 +164,12 @@ class ParquetFilterSuite extends QueryTest with ParquetTest {
   }
 
   test("filter pushdown - float") {
-    withParquetRDD((1 to 4).map(i => Tuple1(i.toFloat))) { rdd =>
+    withParquetRDD((1 to 4).map(i => Tuple1(Option(i.toFloat)))) { rdd =>
+      checkFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[java.lang.Float]])(Seq.empty[Row])
+      checkFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[java.lang.Float]]) {
+        (1 to 4).map(Row.apply(_))
+      }
+
       checkFilterPushdown(rdd, '_1)('_1 === 1, classOf[Eq[java.lang.Float]])(1)
       checkFilterPushdown(rdd, '_1)('_1 !== 1, classOf[Operators.NotEq[java.lang.Float]]) {
         (2 to 4).map(Row.apply(_))
@@ -170,7 +195,12 @@ class ParquetFilterSuite extends QueryTest with ParquetTest {
   }
 
   test("filter pushdown - double") {
-    withParquetRDD((1 to 4).map(i => Tuple1(i.toDouble))) { rdd =>
+    withParquetRDD((1 to 4).map(i => Tuple1(Option(i.toDouble)))) { rdd =>
+      checkFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[java.lang.Double]])(Seq.empty[Row])
+      checkFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[java.lang.Double]]) {
+        (1 to 4).map(Row.apply(_))
+      }
+
       checkFilterPushdown(rdd, '_1)('_1 === 1, classOf[Eq[java.lang.Double]])(1)
       checkFilterPushdown(rdd, '_1)('_1 !== 1, classOf[Operators.NotEq[java.lang.Double]]) {
         (2 to 4).map(Row.apply(_))
@@ -197,6 +227,11 @@ class ParquetFilterSuite extends QueryTest with ParquetTest {
 
   test("filter pushdown - string") {
     withParquetRDD((1 to 4).map(i => Tuple1(i.toString))) { rdd =>
+      checkFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[java.lang.String]])(Seq.empty[Row])
+      checkFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[java.lang.String]]) {
+        (1 to 4).map(i => Row.apply(i.toString))
+      }
+
       checkFilterPushdown(rdd, '_1)('_1 === "1", classOf[Eq[String]])("1")
       checkFilterPushdown(rdd, '_1)('_1 !== "1", classOf[Operators.NotEq[String]]) {
         (2 to 4).map(i => Row.apply(i.toString))
@@ -227,6 +262,11 @@ class ParquetFilterSuite extends QueryTest with ParquetTest {
     }
 
     withParquetRDD((1 to 4).map(i => Tuple1(i.b))) { rdd =>
+      checkBinaryFilterPushdown(rdd, '_1)('_1.isNull, classOf[Eq[java.lang.String]])(Seq.empty[Row])
+      checkBinaryFilterPushdown(rdd, '_1)('_1.isNotNull, classOf[NotEq[java.lang.String]]) {
+        (1 to 4).map(i => Row.apply(i.b)).toSeq
+      }
+
       checkBinaryFilterPushdown(rdd, '_1)('_1 === 1.b, classOf[Eq[Array[Byte]]])(1.b)
       checkBinaryFilterPushdown(rdd, '_1)('_1 !== 1.b, classOf[Operators.NotEq[Array[Byte]]]) {
         (2 to 4).map(i => Row.apply(i.b)).toSeq