-
Notifications
You must be signed in to change notification settings - Fork 1.1k
Add support StringView / BinaryView in interleave kernel
#6779
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Changes from 5 commits
27ac654
2052cb8
8b11191
d5daedc
6ff5c0a
763a792
7aa95d2
File filter
Filter by extension
Conversations
Jump to
Diff view
Diff view
There are no files selected for viewing
| Original file line number | Diff line number | Diff line change | ||||
|---|---|---|---|---|---|---|
|
|
@@ -24,7 +24,9 @@ use arrow_array::types::*; | |||||
| use arrow_array::*; | ||||||
| use arrow_buffer::{ArrowNativeType, MutableBuffer, NullBuffer, NullBufferBuilder, OffsetBuffer}; | ||||||
| use arrow_data::transform::MutableArrayData; | ||||||
| use arrow_data::ByteView; | ||||||
| use arrow_schema::{ArrowError, DataType}; | ||||||
| use std::collections::HashMap; | ||||||
| use std::sync::Arc; | ||||||
|
|
||||||
| macro_rules! primitive_helper { | ||||||
|
|
@@ -97,6 +99,8 @@ pub fn interleave( | |||||
| DataType::LargeUtf8 => interleave_bytes::<LargeUtf8Type>(values, indices), | ||||||
| DataType::Binary => interleave_bytes::<BinaryType>(values, indices), | ||||||
| DataType::LargeBinary => interleave_bytes::<LargeBinaryType>(values, indices), | ||||||
| DataType::BinaryView => interleave_views::<BinaryViewType>(values, indices), | ||||||
| DataType::Utf8View => interleave_views::<StringViewType>(values, indices), | ||||||
| DataType::Dictionary(k, _) => downcast_integer! { | ||||||
| k.as_ref() => (dict_helper, values, indices), | ||||||
| _ => unreachable!("illegal dictionary key type {k}") | ||||||
|
|
@@ -231,6 +235,39 @@ fn interleave_dictionaries<K: ArrowDictionaryKeyType>( | |||||
| Ok(Arc::new(array)) | ||||||
| } | ||||||
|
|
||||||
| fn interleave_views<T: ByteViewType>( | ||||||
| values: &[&dyn Array], | ||||||
| indices: &[(usize, usize)], | ||||||
| ) -> Result<ArrayRef, ArrowError> { | ||||||
| let interleaved = Interleave::<'_, GenericByteViewArray<T>>::new(values, indices); | ||||||
| let mut views_builder = BufferBuilder::new(indices.len()); | ||||||
| let mut buffers = Vec::with_capacity(values[0].len()); | ||||||
|
|
||||||
| let mut buffer_lookup = HashMap::new(); | ||||||
|
||||||
| for (array_idx, value_idx) in indices { | ||||||
| let array = interleaved.arrays[*array_idx]; | ||||||
| let raw_view = array.views().get(*value_idx).unwrap(); | ||||||
| let view = ByteView::from(*raw_view); | ||||||
onursatici marked this conversation as resolved.
Outdated
Show resolved
Hide resolved
|
||||||
|
|
||||||
| if view.length <= 12 { | ||||||
| views_builder.append(*raw_view); | ||||||
| continue; | ||||||
| } | ||||||
| // value is big enough to be in a variadic buffer | ||||||
| let new_buffer_idx: &mut u32 = buffer_lookup | ||||||
| .entry((*array_idx, view.buffer_index)) | ||||||
| .or_insert_with(|| { | ||||||
| buffers.push(array.data_buffers()[view.buffer_index as usize].clone()); | ||||||
| (buffers.len() - 1) as u32 | ||||||
| }); | ||||||
| views_builder.append(view.with_buffer_index(*new_buffer_idx).into()); | ||||||
| } | ||||||
|
|
||||||
| let array = | ||||||
| GenericByteViewArray::<T>::try_new(views_builder.into(), buffers, interleaved.nulls)?; | ||||||
|
||||||
| Ok(Arc::new(array)) | ||||||
| } | ||||||
|
|
||||||
| /// Fallback implementation of interleave using [`MutableArrayData`] | ||||||
| fn interleave_fallback( | ||||||
| values: &[&dyn Array], | ||||||
|
|
@@ -461,4 +498,125 @@ mod tests { | |||||
| DictionaryArray::<Int32Type>::from_iter(vec![Some("0"), Some("1"), Some("2"), None]); | ||||||
| assert_eq!(array.as_ref(), &expected) | ||||||
| } | ||||||
|
|
||||||
| #[test] | ||||||
| fn test_interleave_views() { | ||||||
| let values = StringArray::from_iter_values([ | ||||||
| "hello", | ||||||
| "world_long_string_not_inlined", | ||||||
| "foo", | ||||||
| "bar", | ||||||
| "baz", | ||||||
| ]); | ||||||
| let view_a = StringViewArray::from(&values); | ||||||
|
|
||||||
| let values = StringArray::from_iter_values([ | ||||||
| "test", | ||||||
| "data", | ||||||
| "more_long_string_not_inlined", | ||||||
| "views", | ||||||
| "here", | ||||||
| ]); | ||||||
| let view_b = StringViewArray::from(&values); | ||||||
|
|
||||||
| let indices = &[ | ||||||
| (0, 2), // "foo" | ||||||
| (1, 0), // "test" | ||||||
| (0, 4), // "baz" | ||||||
| (1, 3), // "views" | ||||||
| (0, 1), // "world_long_string_not_inlined" | ||||||
|
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. since the test only picks one long string, only one buffer is going to be copied (the other strings are inlined) To provoke the issue described in the ticket, I think you need to interleave that same long string from the two different buffers. Something like And make sure the output view only has 2 buffers (the one from view_a and the one from view_b)
Contributor
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I think the issue with the fallback implementation was that it did copy all buffers from all inputs, even if no views on the output referred them. I believe this test shows that issue well, when we run the fallback implementation, it does end up having two buffers although only one is referenced in the output array. When run with the new implementation specific to views, it does correctly prune the unused buffer from the second input array. |
||||||
| ]; | ||||||
|
|
||||||
| // Test specialized implementation | ||||||
| let values = interleave(&[&view_a, &view_b], indices).unwrap(); | ||||||
| let result = values.as_string_view(); | ||||||
| assert_eq!(result.data_buffers().len(), 1); | ||||||
|
|
||||||
| // Test fallback implementation | ||||||
|
||||||
| let fallback = interleave_fallback(&[&view_a, &view_b], indices).unwrap(); | ||||||
| let fallback_result = fallback.as_string_view(); | ||||||
| // as of commit 97055631, assertion below, commented out to not block future improvements, passes: | ||||||
| // note that fallback_result has 2 buffers, but only one long enough string to warrant a buffer | ||||||
| // assert_eq!(fallback_result.data_buffers().len(), 2); | ||||||
|
||||||
| // assert_eq!(fallback_result.data_buffers().len(), 2); | |
| assert_eq!(fallback_result.data_buffers().len(), 2); |
Ultimately if this starts failing it indicates improvements have been made that might make the specialized impl redundant
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Why is this the capacity?