Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
141 changes: 141 additions & 0 deletions datafusion/spark/src/function/bitmap/bitmap_bit_position.rs
Original file line number Diff line number Diff line change
@@ -0,0 +1,141 @@
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied. See the License for the
// specific language governing permissions and limitations
// under the License.

use arrow::array::{ArrayRef, AsArray, Int64Array};
use arrow::datatypes::Field;
use arrow::datatypes::{DataType, FieldRef, Int8Type, Int16Type, Int32Type, Int64Type};
use datafusion::logical_expr::{ColumnarValue, Signature, TypeSignature, Volatility};
use datafusion_common::utils::take_function_args;
use datafusion_common::{Result, internal_err};
use datafusion_expr::{ScalarFunctionArgs, ScalarUDFImpl};
use datafusion_functions::utils::make_scalar_function;
use std::any::Any;
use std::sync::Arc;

/// Spark-compatible `bitmap_bit_position` expression
/// <https://spark.apache.org/docs/latest/api/sql/index.html#bitmap_bit_position>
#[derive(Debug, PartialEq, Eq, Hash)]
pub struct BitmapBitPosition {
signature: Signature,
}

impl Default for BitmapBitPosition {
fn default() -> Self {
Self::new()
}
}

impl BitmapBitPosition {
pub fn new() -> Self {
Self {
signature: Signature::one_of(
vec![
TypeSignature::Exact(vec![DataType::Int8]),
TypeSignature::Exact(vec![DataType::Int16]),
TypeSignature::Exact(vec![DataType::Int32]),
TypeSignature::Exact(vec![DataType::Int64]),
],
Volatility::Immutable,
),
}
}
}

impl ScalarUDFImpl for BitmapBitPosition {
fn as_any(&self) -> &dyn Any {
self
}

fn name(&self) -> &str {
"bitmap_bit_position"
}

fn signature(&self) -> &Signature {
&self.signature
}

fn return_type(&self, _arg_types: &[DataType]) -> Result<DataType> {
internal_err!("return_field_from_args should be used instead")
}

fn return_field_from_args(
&self,
args: datafusion_expr::ReturnFieldArgs,
) -> Result<FieldRef> {
Ok(Arc::new(Field::new(
self.name(),
DataType::Int64,
args.arg_fields[0].is_nullable(),
)))
}

fn invoke_with_args(&self, args: ScalarFunctionArgs) -> Result<ColumnarValue> {
make_scalar_function(bitmap_bit_position_inner, vec![])(&args.args)
}
}

pub fn bitmap_bit_position_inner(arg: &[ArrayRef]) -> Result<ArrayRef> {
let [array] = take_function_args("bitmap_bit_position", arg)?;
match &array.data_type() {
DataType::Int8 => {
let result: Int64Array = array
.as_primitive::<Int8Type>()
.iter()
.map(|opt| opt.map(|value| bitmap_bit_position(value.into())))
.collect();
Ok(Arc::new(result))
}
DataType::Int16 => {
let result: Int64Array = array
.as_primitive::<Int16Type>()
.iter()
.map(|opt| opt.map(|value| bitmap_bit_position(value.into())))
.collect();
Ok(Arc::new(result))
}
DataType::Int32 => {
let result: Int64Array = array
.as_primitive::<Int32Type>()
.iter()
.map(|opt| opt.map(|value| bitmap_bit_position(value.into())))
.collect();
Ok(Arc::new(result))
}
DataType::Int64 => {
let result: Int64Array = array
.as_primitive::<Int64Type>()
.iter()
.map(|opt| opt.map(bitmap_bit_position))
.collect();
Ok(Arc::new(result))
}
data_type => {
internal_err!("bitmap_bit_position does not support {data_type}")
}
}
}

const NUM_BYTES: i64 = 4 * 1024;
const NUM_BITS: i64 = NUM_BYTES * 8;

fn bitmap_bit_position(value: i64) -> i64 {
if value > 0 {
(value - 1) % NUM_BITS
} else {
(value.wrapping_neg()) % NUM_BITS
}
}
9 changes: 8 additions & 1 deletion datafusion/spark/src/function/bitmap/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -15,13 +15,15 @@
// specific language governing permissions and limitations
// under the License.

pub mod bitmap_bit_position;
pub mod bitmap_count;

use datafusion_expr::ScalarUDF;
use datafusion_functions::make_udf_function;
use std::sync::Arc;

make_udf_function!(bitmap_count::BitmapCount, bitmap_count);
make_udf_function!(bitmap_bit_position::BitmapBitPosition, bitmap_bit_position);

pub mod expr_fn {
use datafusion_functions::export_functions;
Expand All @@ -31,8 +33,13 @@ pub mod expr_fn {
"Returns the number of set bits in the input bitmap.",
arg
));
export_functions!((
bitmap_bit_position,
"Returns the bit position for the given input child expression.",
arg
));
}

pub fn functions() -> Vec<Arc<ScalarUDF>> {
vec![bitmap_count()]
vec![bitmap_count(), bitmap_bit_position()]
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,112 @@
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at

# http://www.apache.org/licenses/LICENSE-2.0

# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.


query I
SELECT bitmap_bit_position(arrow_cast(1, 'Int8'));
----
0

query I
SELECT bitmap_bit_position(arrow_cast(3, 'Int8'));
----
2

query I
SELECT bitmap_bit_position(arrow_cast(7, 'Int8'));
----
6

query I
SELECT bitmap_bit_position(arrow_cast(15, 'Int8'));
----
14

query I
SELECT bitmap_bit_position(arrow_cast(-1, 'Int8'));
----
1

query I
SELECT bitmap_bit_position(arrow_cast(256, 'Int16'));
----
255

query I
SELECT bitmap_bit_position(arrow_cast(1024, 'Int16'));
----
1023

query I
SELECT bitmap_bit_position(arrow_cast(-32768, 'Int16'));
----
0

query I
SELECT bitmap_bit_position(arrow_cast(16384, 'Int16'));
----
16383

query I
SELECT bitmap_bit_position(arrow_cast(-1, 'Int16'));
----
1

query I
SELECT bitmap_bit_position(arrow_cast(65536, 'Int32'));
----
32767

query I
SELECT bitmap_bit_position(arrow_cast(1048576, 'Int32'));
----
32767

query I
SELECT bitmap_bit_position(arrow_cast(-2147483648, 'Int32'));
----
0

query I
SELECT bitmap_bit_position(arrow_cast(1073741824, 'Int32'));
----
32767

query I
SELECT bitmap_bit_position(arrow_cast(-1, 'Int32'));
----
1

query I
SELECT bitmap_bit_position(arrow_cast(4294967296, 'Int64'));
----
32767

query I
SELECT bitmap_bit_position(arrow_cast(-1, 'Int64'));
----
1

query I
SELECT bitmap_bit_position(arrow_cast(-9223372036854775808, 'Int64'));
----
0

query I
SELECT bitmap_bit_position(arrow_cast(9223372036854775807, 'Int64'));
----
32766