-
Notifications
You must be signed in to change notification settings - Fork 1.3k
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
refactor: switch BooleanBufferBuilder to NullBufferBuilder in MaybeNullBufferBuilder #14504
Merged
alamb
merged 4 commits into
apache:main
from
Chen-Yuan-Lai:use_nullbufferbuilder_in_null_builder
Feb 7, 2025
Merged
Changes from all commits
Commits
Show all changes
4 commits
Select commit
Hold shift + click to select a range
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -15,120 +15,78 @@ | |
// specific language governing permissions and limitations | ||
// under the License. | ||
|
||
use arrow::array::BooleanBufferBuilder; | ||
use arrow::array::NullBufferBuilder; | ||
use arrow::buffer::NullBuffer; | ||
|
||
/// Builder for an (optional) null mask | ||
/// | ||
/// Optimized for avoid creating the bitmask when all values are non-null | ||
#[derive(Debug)] | ||
pub(crate) enum MaybeNullBufferBuilder { | ||
/// seen `row_count` rows but no nulls yet | ||
NoNulls { row_count: usize }, | ||
/// have at least one null value | ||
/// | ||
pub(crate) struct MaybeNullBufferBuilder { | ||
/// Note this is an Arrow *VALIDITY* buffer (so it is false for nulls, true | ||
/// for non-nulls) | ||
Nulls(BooleanBufferBuilder), | ||
nulls: NullBufferBuilder, | ||
} | ||
|
||
impl MaybeNullBufferBuilder { | ||
/// Create a new builder | ||
pub fn new() -> Self { | ||
Self::NoNulls { row_count: 0 } | ||
Self { | ||
nulls: NullBufferBuilder::new(0), | ||
} | ||
} | ||
|
||
/// Return true if the row at index `row` is null | ||
pub fn is_null(&self, row: usize) -> bool { | ||
match self { | ||
Self::NoNulls { .. } => false, | ||
match self.nulls.as_slice() { | ||
// validity mask means a unset bit is NULL | ||
Self::Nulls(builder) => !builder.get_bit(row), | ||
Some(_) => !self.nulls.is_valid(row), | ||
None => false, | ||
} | ||
} | ||
|
||
/// Set the nullness of the next row to `is_null` | ||
/// | ||
/// num_values is the current length of the rows being tracked | ||
/// | ||
/// If `value` is true, the row is null. | ||
/// If `value` is false, the row is non null | ||
pub fn append(&mut self, is_null: bool) { | ||
match self { | ||
Self::NoNulls { row_count } if is_null => { | ||
// have seen no nulls so far, this is the first null, | ||
// need to create the nulls buffer for all currently valid values | ||
// alloc 2x the need given we push a new but immediately | ||
let mut nulls = BooleanBufferBuilder::new(*row_count * 2); | ||
nulls.append_n(*row_count, true); | ||
nulls.append(false); | ||
*self = Self::Nulls(nulls); | ||
} | ||
Self::NoNulls { row_count } => { | ||
*row_count += 1; | ||
} | ||
Self::Nulls(builder) => builder.append(!is_null), | ||
} | ||
self.nulls.append(!is_null) | ||
} | ||
|
||
pub fn append_n(&mut self, n: usize, is_null: bool) { | ||
match self { | ||
Self::NoNulls { row_count } if is_null => { | ||
// have seen no nulls so far, this is the first null, | ||
// need to create the nulls buffer for all currently valid values | ||
// alloc 2x the need given we push a new but immediately | ||
let mut nulls = BooleanBufferBuilder::new(*row_count * 2); | ||
nulls.append_n(*row_count, true); | ||
nulls.append_n(n, false); | ||
*self = Self::Nulls(nulls); | ||
} | ||
Self::NoNulls { row_count } => { | ||
*row_count += n; | ||
} | ||
Self::Nulls(builder) => builder.append_n(n, !is_null), | ||
if is_null { | ||
self.nulls.append_n_nulls(n); | ||
} else { | ||
self.nulls.append_n_non_nulls(n); | ||
} | ||
} | ||
|
||
/// return the number of heap allocated bytes used by this structure to store boolean values | ||
pub fn allocated_size(&self) -> usize { | ||
match self { | ||
Self::NoNulls { .. } => 0, | ||
// BooleanBufferBuilder builder::capacity returns capacity in bits (not bytes) | ||
Self::Nulls(builder) => builder.capacity() / 8, | ||
} | ||
// NullBufferBuilder builder::allocated_size returns capacity in bits | ||
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 actually looked into it more -- I actually think |
||
self.nulls.allocated_size() / 8 | ||
} | ||
|
||
/// Return a NullBuffer representing the accumulated nulls so far | ||
pub fn build(self) -> Option<NullBuffer> { | ||
match self { | ||
Self::NoNulls { .. } => None, | ||
Self::Nulls(mut builder) => Some(NullBuffer::from(builder.finish())), | ||
} | ||
pub fn build(mut self) -> Option<NullBuffer> { | ||
self.nulls.finish() | ||
} | ||
|
||
/// Returns a NullBuffer representing the first `n` rows accumulated so far | ||
/// shifting any remaining down by `n` | ||
pub fn take_n(&mut self, n: usize) -> Option<NullBuffer> { | ||
match self { | ||
Self::NoNulls { row_count } => { | ||
*row_count -= n; | ||
None | ||
} | ||
Self::Nulls(builder) => { | ||
// Copy over the values at n..len-1 values to the start of a | ||
// new builder and leave it in self | ||
// | ||
// TODO: it would be great to use something like `set_bits` from arrow here. | ||
let mut new_builder = BooleanBufferBuilder::new(builder.len()); | ||
for i in n..builder.len() { | ||
new_builder.append(builder.get_bit(i)); | ||
} | ||
std::mem::swap(&mut new_builder, builder); | ||
|
||
// take only first n values from the original builder | ||
new_builder.truncate(n); | ||
Some(NullBuffer::from(new_builder.finish())) | ||
} | ||
// Copy over the values at n..len-1 values to the start of a | ||
// new builder and leave it in self | ||
// | ||
// TODO: it would be great to use something like `set_bits` from arrow here. | ||
let mut new_builder = NullBufferBuilder::new(self.nulls.len()); | ||
for i in n..self.nulls.len() { | ||
new_builder.append(self.nulls.is_valid(i)); | ||
} | ||
std::mem::swap(&mut new_builder, &mut self.nulls); | ||
|
||
// take only first n values from the original builder | ||
new_builder.truncate(n); | ||
new_builder.finish() | ||
} | ||
} |
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
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.
Indeed -- I verified this is the case and added some tests here:
NullBufferBuilder::allocated_size
arrow-rs#7089There 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.
Nice find