Let big data gen set nullability recursively (NVIDIA#10728)

Signed-off-by: Robert (Bobby) Evans <[email protected]>

datagen/src/main/scala/org/apache/spark/sql/tests/datagen/bigDataGen.scala

@@ -609,6 +609,15 @@ abstract class DataGen(var conf: ColumnConf,
     this
   }
 
+  def setNullProbabilityRecursively(probability: Double): DataGen = {
+    this.userProvidedNullGen = Some(NullProbabilityGenerationFunction(probability))
+    children.foreach {
+      case (_, dataGen) =>
+        dataGen.setNullProbabilityRecursively(probability)
+    }
+    this
+  }
+
   /**
    * Set a specific location to seed mapping for the value generation.
    */
@@ -672,6 +681,7 @@ abstract class DataGen(var conf: ColumnConf,
    * Get the default value generator for this specific data gen.
    */
   protected def getValGen: GeneratorFunction
+  def children: Seq[(String, DataGen)]
 
   /**
    * Get the final ready to use GeneratorFunction for the data generator.
@@ -823,6 +833,8 @@ class BooleanGen(conf: ColumnConf,
   override def dataType: DataType = BooleanType
 
   override protected def getValGen: GeneratorFunction = BooleanGenFunc()
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -878,6 +890,8 @@ class ByteGen(conf: ColumnConf,
     extends DataGen(conf, defaultValueRange) {
   override def getValGen: GeneratorFunction = ByteGenFunc()
   override def dataType: DataType = ByteType
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -935,6 +949,8 @@ class ShortGen(conf: ColumnConf,
   override def getValGen: GeneratorFunction = ShortGenFunc()
 
   override def dataType: DataType = ShortType
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -991,6 +1007,8 @@ class IntGen(conf: ColumnConf,
   override def getValGen: GeneratorFunction = IntGenFunc()
 
   override def dataType: DataType = IntegerType
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -1045,6 +1063,8 @@ class LongGen(conf: ColumnConf,
   override def getValGen: GeneratorFunction = LongGenFunc()
 
   override def dataType: DataType = LongType
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 case class Decimal32GenFunc(
@@ -1284,6 +1304,8 @@ class DecimalGen(dt: DecimalType,
       val max = DecimalGen.genMaxUnscaled(dt.precision)
       DecimalGenFunc(dt.precision, dt.scale, -max, max)
     }
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -1341,6 +1363,8 @@ class TimestampGen(conf: ColumnConf,
   override protected def getValGen: GeneratorFunction = TimestampGenFunc()
 
   override def dataType: DataType = TimestampType
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 object BigDataGenConsts {
@@ -1418,6 +1442,8 @@ class DateGen(conf: ColumnConf,
   override protected def getValGen: GeneratorFunction = DateGenFunc()
 
   override def dataType: DataType = DateType
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -1440,6 +1466,8 @@ class DoubleGen(conf: ColumnConf, defaultValueRange: Option[(Any, Any)])
   override def dataType: DataType = DoubleType
 
   override protected def getValGen: GeneratorFunction = DoubleGenFunc()
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 /**
@@ -1462,6 +1490,8 @@ class FloatGen(conf: ColumnConf, defaultValueRange: Option[(Any, Any)])
   override def dataType: DataType = FloatType
 
   override protected def getValGen: GeneratorFunction = FloatGenFunc()
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 trait JSONType {
@@ -1648,6 +1678,8 @@ class StringGen(conf: ColumnConf, defaultValueRange: Option[(Any, Any)])
   override def dataType: DataType = StringType
 
   override protected def getValGen: GeneratorFunction = ASCIIGenFunc()
+
+  override def children: Seq[(String, DataGen)] = Seq.empty
 }
 
 case class StructGenFunc(childGens: Array[GeneratorFunction]) extends GeneratorFunction {
@@ -1752,6 +1784,8 @@ class ArrayGen(child: DataGen,
       None
     }
   }
+
+  override def children: Seq[(String, DataGen)] = Seq(("data", child))
 }
 
 case class MapGenFunc(
@@ -1816,6 +1850,8 @@ class MapGen(key: DataGen,
       None
     }
   }
+
+  override def children: Seq[(String, DataGen)] = Seq(("key", key), ("value", value))
 }
 
 
@@ -1864,6 +1900,11 @@ class ColumnGen(val dataGen: DataGen) {
     this
   }
 
+  def setNullProbabilityRecursively(probability: Double): ColumnGen = {
+    dataGen.setNullProbabilityRecursively(probability)
+    this
+  }
+
   def setNullGen(f: NullGeneratorFunction): ColumnGen = {
     dataGen.setNullGen(f)
     this
@@ -1973,6 +2014,14 @@ class TableGen(val columns: Seq[(String, ColumnGen)], numRows: Long) {
     this
   }
 
+  def setNullProbabilityRecursively(probability: Double): TableGen = {
+    columns.foreach {
+      case (_, columnGen) =>
+        columnGen.setNullProbabilityRecursively(probability)
+    }
+    this
+  }
+
   /**
    * Convert this table into a `DataFrame` that can be
    * written out or used directly. Writing it out to parquet