Github user davies commented on a diff in the pull request:

    https://github.com/apache/spark/pull/11435#discussion_r54936905
  
    --- Diff: 
sql/core/src/main/java/org/apache/spark/sql/execution/vectorized/ColumnVectorUtils.java
 ---
    @@ -41,6 +43,58 @@ public static String toString(ColumnVector.Array a) {
       }
     
       /**
    +   * Populates the entire `col` with `row[fieldIdx]`
    +   */
    +  public static void populate(ColumnVector col, InternalRow row, int 
fieldIdx) {
    +    int capacity = col.capacity;
    +    DataType t = col.dataType();
    +
    +    if (row.isNullAt(fieldIdx)) {
    +      col.putNulls(0, capacity);
    +    } else {
    +      if (t == DataTypes.BooleanType) {
    +        col.putBooleans(0, capacity, row.getBoolean(fieldIdx));
    +      } else if (t == DataTypes.ByteType) {
    +        col.putBytes(0, capacity, row.getByte(fieldIdx));
    +      } else if (t == DataTypes.ShortType) {
    +        col.putShorts(0, capacity, row.getShort(fieldIdx));
    +      } else if (t == DataTypes.IntegerType) {
    +        col.putInts(0, capacity, row.getInt(fieldIdx));
    +      } else if (t == DataTypes.LongType) {
    +        col.putLongs(0, capacity, row.getLong(fieldIdx));
    +      } else if (t == DataTypes.FloatType) {
    +        col.putFloats(0, capacity, row.getFloat(fieldIdx));
    +      } else if (t == DataTypes.DoubleType) {
    +        col.putDoubles(0, capacity, row.getDouble(fieldIdx));
    +      } else if (t == DataTypes.StringType) {
    +        UTF8String v = row.getUTF8String(fieldIdx);
    +        for (int i = 0; i < capacity; i++) {
    +          col.putByteArray(i, v.getBytes());
    +        }
    +      } else if (t instanceof DecimalType) {
    +        DecimalType dt = (DecimalType)t;
    +        Decimal d = row.getDecimal(fieldIdx, dt.precision(), dt.scale());
    +        if (dt.precision() <= Decimal.MAX_LONG_DIGITS()) {
    --- End diff --
    
    We use int for those decimal with precision <= 9


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