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feat: date_add and date_sub functions #910

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Sep 16, 2024
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Original file line number Diff line number Diff line change
Expand Up @@ -20,9 +20,9 @@ use datafusion_comet_spark_expr::scalar_funcs::hash_expressions::{
spark_sha224, spark_sha256, spark_sha384, spark_sha512,
};
use datafusion_comet_spark_expr::scalar_funcs::{
spark_ceil, spark_decimal_div, spark_floor, spark_hex, spark_isnan, spark_make_decimal,
spark_murmur3_hash, spark_read_side_padding, spark_round, spark_unhex, spark_unscaled_value,
spark_xxhash64, SparkChrFunc,
spark_ceil, spark_date_add, spark_decimal_div, spark_floor, spark_hex, spark_isnan,
spark_make_decimal, spark_murmur3_hash, spark_read_side_padding, spark_round, spark_unhex,
spark_unscaled_value, spark_xxhash64, SparkChrFunc,
};
use datafusion_common::{DataFusionError, Result as DataFusionResult};
use datafusion_expr::registry::FunctionRegistry;
Expand Down Expand Up @@ -121,6 +121,10 @@ pub fn create_comet_physical_fun(
let func = Arc::new(spark_sha512);
make_comet_scalar_udf!("sha512", func, without data_type)
}
"date_add" => {
let func = Arc::new(spark_date_add);
make_comet_scalar_udf!("date_add", func, without data_type)
}
_ => registry.udf(fun_name).map_err(|e| {
DataFusionError::Execution(format!(
"Function {fun_name} not found in the registry: {e}",
Expand Down
35 changes: 34 additions & 1 deletion native/spark-expr/src/scalar_funcs.rs
Original file line number Diff line number Diff line change
Expand Up @@ -15,16 +15,20 @@
// specific language governing permissions and limitations
// under the License.

use arrow::compute::kernels::numeric::add;
use arrow::datatypes::IntervalDayTime;
use arrow::{
array::{
ArrayRef, AsArray, Decimal128Builder, Float32Array, Float64Array, Int16Array, Int32Array,
Int64Array, Int64Builder, Int8Array, OffsetSizeTrait,
},
datatypes::{validate_decimal_precision, Decimal128Type, Int64Type},
};
use arrow_array::builder::GenericStringBuilder;
use arrow_array::builder::{GenericStringBuilder, IntervalDayTimeBuilder};
use arrow_array::types::Int32Type;
use arrow_array::{Array, ArrowNativeTypeOp, BooleanArray, Decimal128Array};
use arrow_schema::{DataType, DECIMAL128_MAX_PRECISION};
use datafusion::physical_expr_common::datum;
use datafusion::{functions::math::round::round, physical_plan::ColumnarValue};
use datafusion_common::{
cast::as_generic_string_array, exec_err, internal_err, DataFusionError,
Expand Down Expand Up @@ -547,3 +551,32 @@ pub fn spark_isnan(args: &[ColumnarValue]) -> Result<ColumnarValue, DataFusionEr
},
}
}

/// Spark-compatible `date_add` expression, which assumes days for the second argument, but we
/// cannot directly add that to a Date32. We generate an IntervalDayTime from the second argument,
/// and use DataFusion's interface to apply Arrow's add operator.
pub fn spark_date_add(args: &[ColumnarValue]) -> Result<ColumnarValue, DataFusionError> {
let start = &args[0];
if let ColumnarValue::Scalar(ScalarValue::Int32(Some(days))) = &args[1] {
let interval = IntervalDayTime::new(*days, 0);
let interval_cv = ColumnarValue::Scalar(ScalarValue::IntervalDayTime(Some(interval)));
let result = datum::apply(start, &interval_cv, add)?;
return Ok(result);
} else if let ColumnarValue::Array(days) = &args[1] {
let mut interval_builder = IntervalDayTimeBuilder::new();
for day in days.as_primitive::<Int32Type>().into_iter() {
if let Some(non_null_day) = day {
interval_builder.append_value(IntervalDayTime::new(non_null_day, 0));
} else {
interval_builder.append_null();
}
}
let interval_cv = ColumnarValue::Array(Arc::new(interval_builder.finish()));
let result = datum::apply(start, &interval_cv, add)?;
return Ok(result);
}
Err(DataFusionError::Internal(format!(
"Unsupported data type {:?} for function date_add",
args,
)))
}
Original file line number Diff line number Diff line change
Expand Up @@ -1492,6 +1492,12 @@ object QueryPlanSerde extends Logging with ShimQueryPlanSerde with CometExprShim
None
}

case DateAdd(left, right) =>
val leftExpr = exprToProtoInternal(left, inputs)
val rightExpr = exprToProtoInternal(right, inputs)
val optExpr = scalarExprToProtoWithReturnType("date_add", DateType, leftExpr, rightExpr)
optExprWithInfo(optExpr, expr, left, right)

case TruncDate(child, format) =>
val childExpr = exprToProtoInternal(child, inputs)
val formatExpr = exprToProtoInternal(format, inputs)
Expand Down
26 changes: 26 additions & 0 deletions spark/src/test/scala/org/apache/comet/CometExpressionSuite.scala
Original file line number Diff line number Diff line change
Expand Up @@ -146,6 +146,32 @@ class CometExpressionSuite extends CometTestBase with AdaptiveSparkPlanHelper {
}
}

test("date_add with scalar") {
Seq(true, false).foreach { dictionaryEnabled =>
withTempDir { dir =>
val path = new Path(dir.toURI.toString, "test.parquet")
makeParquetFileAllTypes(path, dictionaryEnabled = dictionaryEnabled, 10000)
withParquetTable(path.toString, "tbl") {
checkSparkAnswerAndOperator(
"SELECT _2 FROM tbl WHERE _20 + 2 > CAST('1970-01-02' AS DATE)")
}
}
}
}

test("date_add with array") {
Seq(true, false).foreach { dictionaryEnabled =>
withTempDir { dir =>
val path = new Path(dir.toURI.toString, "test.parquet")
makeParquetFileAllTypes(path, dictionaryEnabled = dictionaryEnabled, 10000)
withParquetTable(path.toString, "tbl") {
checkSparkAnswerAndOperator(
"SELECT _2 FROM tbl WHERE _20 + _4 > CAST('1970-01-02' AS DATE)")
}
}
}
}

test("dictionary arithmetic") {
// TODO: test ANSI mode
withSQLConf(SQLConf.ANSI_ENABLED.key -> "false", "parquet.enable.dictionary" -> "true") {
Expand Down
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