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add more tests for window::shift and handle boundary cases #386

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Jun 3, 2021
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110 changes: 88 additions & 22 deletions arrow/src/compute/kernels/window.rs
Original file line number Diff line number Diff line change
Expand Up @@ -17,11 +17,13 @@

//! Defines windowing functions, like `shift`ing

use crate::{array::new_null_array, compute::concat};
use num::{abs, clamp};

use crate::array::{Array, ArrayRef};
use crate::{array::PrimitiveArray, datatypes::ArrowPrimitiveType, error::Result};
use crate::{
array::{make_array, new_null_array},
compute::concat,
};
use num::{abs, clamp};

/// Shifts array by defined number of items (to left or right)
/// A positive value for `offset` shifts the array to the right
Expand All @@ -33,56 +35,120 @@ use crate::{array::PrimitiveArray, datatypes::ArrowPrimitiveType, error::Result}
/// use arrow::compute::shift;
///
/// let a: Int32Array = vec![Some(1), None, Some(4)].into();
///
/// // shift array 1 element to the right
/// let res = shift(&a, 1).unwrap();
/// let expected: Int32Array = vec![None, Some(1), None].into();
/// assert_eq!(res.as_ref(), &expected)
/// assert_eq!(res.as_ref(), &expected);
///
/// // shift array 1 element to the left
/// let res = shift(&a, -1).unwrap();
/// let expected: Int32Array = vec![None, Some(4), None].into();
/// assert_eq!(res.as_ref(), &expected);
///
/// // shift array 0 element, although not recommended
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😆

/// let res = shift(&a, 0).unwrap();
/// let expected: Int32Array = vec![Some(1), None, Some(4)].into();
/// assert_eq!(res.as_ref(), &expected);
///
/// // shift array 3 element tot he right
/// let res = shift(&a, 3).unwrap();
/// let expected: Int32Array = vec![None, None, None].into();
/// assert_eq!(res.as_ref(), &expected);
/// ```
pub fn shift<T>(values: &PrimitiveArray<T>, offset: i64) -> Result<ArrayRef>
where
T: ArrowPrimitiveType,
{
// Compute slice
let slice_offset = clamp(-offset, 0, values.len() as i64) as usize;
let length = values.len() - abs(offset) as usize;
let slice = values.slice(slice_offset, length);

// Generate array with remaining `null` items
let nulls = abs(offset as i64) as usize;
let value_len = values.len() as i64;
if offset == 0 {
Ok(make_array(values.data_ref().clone()))
} else if offset == i64::MIN || abs(offset) >= value_len {
Ok(new_null_array(&T::DATA_TYPE, values.len()))
} else {
let slice_offset = clamp(-offset, 0, value_len) as usize;
let length = values.len() - abs(offset) as usize;
let slice = values.slice(slice_offset, length);

let null_arr = new_null_array(&T::DATA_TYPE, nulls);
// Generate array with remaining `null` items
let nulls = abs(offset) as usize;
let null_arr = new_null_array(&T::DATA_TYPE, nulls);

// Concatenate both arrays, add nulls after if shift > 0 else before
if offset > 0 {
concat(&[null_arr.as_ref(), slice.as_ref()])
} else {
concat(&[slice.as_ref(), null_arr.as_ref()])
// Concatenate both arrays, add nulls after if shift > 0 else before
if offset > 0 {
concat(&[null_arr.as_ref(), slice.as_ref()])
} else {
concat(&[slice.as_ref(), null_arr.as_ref()])
}
}
}

#[cfg(test)]
mod tests {
use crate::array::Int32Array;

use super::*;
use crate::array::Int32Array;

#[test]
fn test_shift_neg() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, -1).unwrap();

let expected: Int32Array = vec![None, Some(4), None].into();

assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_pos() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, 1).unwrap();

let expected: Int32Array = vec![None, Some(1), None].into();
assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_nil() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, 0).unwrap();
let expected: Int32Array = vec![Some(1), None, Some(4)].into();
assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_boundary_pos() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, 3).unwrap();
let expected: Int32Array = vec![None, None, None].into();
assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_boundary_neg() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, -3).unwrap();
let expected: Int32Array = vec![None, None, None].into();
assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_boundary_neg_min() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, i64::MIN).unwrap();
let expected: Int32Array = vec![None, None, None].into();
assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_large_pos() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, 1000).unwrap();
let expected: Int32Array = vec![None, None, None].into();
assert_eq!(res.as_ref(), &expected);
}

#[test]
fn test_shift_large_neg() {
let a: Int32Array = vec![Some(1), None, Some(4)].into();
let res = shift(&a, -1000).unwrap();
let expected: Int32Array = vec![None, None, None].into();
assert_eq!(res.as_ref(), &expected);
}
}