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feat: support casting FixedSizeList with new child type (#5360)
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@wjones127
wjones127 committed Feb 6, 2024
1 parent bd19a62 commit ae85263
Showing 1 changed file with 131 additions and 54 deletions.
185 changes: 131 additions & 54 deletions arrow-cast/src/cast.rs
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Original file line number Diff line number Diff line change
Expand Up @@ -133,11 +133,12 @@ pub fn can_cast_types(from_type: &DataType, to_type: &DataType) -> bool {
can_cast_types(list_from.data_type(), list_to.data_type())
}
(List(_), _) => false,
(FixedSizeList(list_from,_), List(list_to)) => {
list_from.data_type() == list_to.data_type()
}
(FixedSizeList(list_from,_), List(list_to)) |
(FixedSizeList(list_from,_), LargeList(list_to)) => {
list_from.data_type() == list_to.data_type()
can_cast_types(list_from.data_type(), list_to.data_type())
}
(FixedSizeList(inner, size), FixedSizeList(inner_to, size_to)) if size == size_to => {
can_cast_types(inner.data_type(), inner_to.data_type())
}
(_, List(list_to)) => can_cast_types(from_type, list_to.data_type()),
(_, LargeList(list_to)) => can_cast_types(from_type, list_to.data_type()),
Expand Down Expand Up @@ -784,24 +785,41 @@ pub fn cast_with_options(
"Cannot cast list to non-list data types".to_string(),
)),
},
(FixedSizeList(list_from, _), List(list_to)) => {
(FixedSizeList(list_from, size), List(list_to)) => {
if list_to.data_type() != list_from.data_type() {
Err(ArrowError::CastError(
"cannot cast fixed-size-list to list with different child data".into(),
))
// To transform inner type, can first cast to FSL with new inner type.
let fsl_to = DataType::FixedSizeList(list_to.clone(), *size);
let array = cast_with_options(array, &fsl_to, cast_options)?;
cast_fixed_size_list_to_list::<i32>(array.as_ref())
} else {
cast_fixed_size_list_to_list::<i32>(array)
}
}
(FixedSizeList(list_from, _), LargeList(list_to)) => {
(FixedSizeList(list_from, size), LargeList(list_to)) => {
if list_to.data_type() != list_from.data_type() {
Err(ArrowError::CastError(
"cannot cast fixed-size-list to largelist with different child data".into(),
))
// To transform inner type, can first cast to FSL with new inner type.
let fsl_to = DataType::FixedSizeList(list_to.clone(), *size);
let array = cast_with_options(array, &fsl_to, cast_options)?;
cast_fixed_size_list_to_list::<i64>(array.as_ref())
} else {
cast_fixed_size_list_to_list::<i64>(array)
}
}
(FixedSizeList(_, size_from), FixedSizeList(list_to, size_to)) => {
if size_from != size_to {
return Err(ArrowError::CastError(
"cannot cast fixed-size-list to fixed-size-list with different size".into(),
));
}
let array = array.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
let values = cast_with_options(array.values(), list_to.data_type(), cast_options)?;
Ok(Arc::new(FixedSizeListArray::try_new(
list_to.clone(),
*size_from,
values,
array.nulls().cloned(),
)?))
}
(_, List(ref to)) => cast_values_to_list::<i32>(array, to, cast_options),
(_, LargeList(ref to)) => cast_values_to_list::<i64>(array, to, cast_options),
(_, FixedSizeList(ref to, size)) if *size == 1 => {
Expand Down Expand Up @@ -7561,6 +7579,37 @@ mod tests {
assert_eq!(946684800000, c.value(5));
}

#[test]
fn test_can_cast_fsl_to_fsl() {
let from_array = Arc::new(
FixedSizeListArray::from_iter_primitive::<Float32Type, _, _>(
[Some([Some(1.0), Some(2.0)]), None],
2,
),
) as ArrayRef;
let to_array = Arc::new(
FixedSizeListArray::from_iter_primitive::<Float16Type, _, _>(
[
Some([Some(f16::from_f32(1.0)), Some(f16::from_f32(2.0))]),
None,
],
2,
),
) as ArrayRef;

assert!(can_cast_types(from_array.data_type(), to_array.data_type()));
let actual = cast(&from_array, to_array.data_type()).unwrap();
assert_eq!(actual.data_type(), to_array.data_type());

let invalid_target =
DataType::FixedSizeList(Arc::new(Field::new("item", DataType::Binary, true)), 2);
assert!(!can_cast_types(from_array.data_type(), &invalid_target));

let invalid_size =
DataType::FixedSizeList(Arc::new(Field::new("item", DataType::Float16, true)), 5);
assert!(!can_cast_types(from_array.data_type(), &invalid_size));
}

#[test]
fn test_can_cast_types_fixed_size_list_to_list() {
// DataType::List
Expand All @@ -7580,50 +7629,78 @@ mod tests {

#[test]
fn test_cast_fixed_size_list_to_list() {
// DataType::List
let array1 = Arc::new(make_fixed_size_list_array()) as ArrayRef;
let list_array1 = cast(
&array1,
&DataType::List(Arc::new(Field::new("", DataType::Int32, false))),
)
.unwrap();
let actual = list_array1.as_any().downcast_ref::<ListArray>().unwrap();
let expected = array1
.as_any()
.downcast_ref::<FixedSizeListArray>()
.unwrap();
// Important cases:
// 1. With/without nulls
// 2. LargeList and List
// 3. With and without inner casts

let cases = [
// fixed_size_list<i32, 2> => list<i32>
(
Arc::new(FixedSizeListArray::from_iter_primitive::<Int32Type, _, _>(
[[1, 1].map(Some), [2, 2].map(Some)].map(Some),
2,
)) as ArrayRef,
Arc::new(ListArray::from_iter_primitive::<Int32Type, _, _>([
Some([Some(1), Some(1)]),
Some([Some(2), Some(2)]),
])) as ArrayRef,
),
// fixed_size_list<i32, 2> => list<i32> (nullable)
(
Arc::new(FixedSizeListArray::from_iter_primitive::<Int32Type, _, _>(
[None, Some([Some(2), Some(2)])],
2,
)) as ArrayRef,
Arc::new(ListArray::from_iter_primitive::<Int32Type, _, _>([
None,
Some([Some(2), Some(2)]),
])) as ArrayRef,
),
// fixed_size_list<i32, 2> => large_list<i64>
(
Arc::new(FixedSizeListArray::from_iter_primitive::<Int32Type, _, _>(
[[1, 1].map(Some), [2, 2].map(Some)].map(Some),
2,
)) as ArrayRef,
Arc::new(LargeListArray::from_iter_primitive::<Int64Type, _, _>([
Some([Some(1), Some(1)]),
Some([Some(2), Some(2)]),
])) as ArrayRef,
),
// fixed_size_list<i32, 2> => large_list<i64> (nullable)
(
Arc::new(FixedSizeListArray::from_iter_primitive::<Int32Type, _, _>(
[None, Some([Some(2), Some(2)])],
2,
)) as ArrayRef,
Arc::new(LargeListArray::from_iter_primitive::<Int64Type, _, _>([
None,
Some([Some(2), Some(2)]),
])) as ArrayRef,
),
];

assert_eq!(expected.values(), actual.values());
assert_eq!(expected.len(), actual.len());
for (array, expected) in cases {
let array = Arc::new(array) as ArrayRef;

// DataType::LargeList
let array2 = Arc::new(make_fixed_size_list_array_for_large_list()) as ArrayRef;
let list_array2 = cast(
&array2,
&DataType::LargeList(Arc::new(Field::new("", DataType::Int64, false))),
)
.unwrap();
let actual = list_array2
.as_any()
.downcast_ref::<LargeListArray>()
.unwrap();
let expected = array2
.as_any()
.downcast_ref::<FixedSizeListArray>()
.unwrap();
assert_eq!(expected.values(), actual.values());
assert_eq!(expected.len(), actual.len());

// Cast previous LargeList to List
let array3 = Arc::new(actual.clone()) as ArrayRef;
let list_array3 = cast(
&array3,
&DataType::List(Arc::new(Field::new("", DataType::Int64, false))),
)
.unwrap();
let actual = list_array3.as_any().downcast_ref::<ListArray>().unwrap();
let expected = array3.as_any().downcast_ref::<LargeListArray>().unwrap();
assert_eq!(expected.values(), actual.values());
assert!(
can_cast_types(array.data_type(), expected.data_type()),
"can_cast_types claims we cannot cast {:?} to {:?}",
array.data_type(),
expected.data_type()
);

let list_array = cast(&array, expected.data_type())
.unwrap_or_else(|_| panic!("Failed to cast {:?} to {:?}", array, expected));
assert_eq!(
list_array.as_ref(),
&expected,
"Incorrect result from casting {:?} to {:?}",
array,
expected
);
}
}

#[test]
Expand Down

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