-
Notifications
You must be signed in to change notification settings - Fork 1.2k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Move
SortKeyCursor
and RowIndex
into modules, add `sort_key_curso…
…r` test (#2645) * Move `SortKeyCursor` and `RowIndex` into modules, add `sort_key_cursor` test * RAT * more rat * Update diagram * Less macro * test for stability too * Fix test
- Loading branch information
Showing
5 changed files
with
519 additions
and
198 deletions.
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 |
---|---|---|
@@ -0,0 +1,220 @@ | ||
// 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 crate::error; | ||
use crate::error::{DataFusionError, Result}; | ||
use crate::physical_plan::PhysicalExpr; | ||
use arrow::array::{ArrayRef, DynComparator}; | ||
use arrow::compute::SortOptions; | ||
use arrow::record_batch::RecordBatch; | ||
use hashbrown::HashMap; | ||
use parking_lot::RwLock; | ||
use std::borrow::BorrowMut; | ||
use std::cmp::Ordering; | ||
use std::sync::Arc; | ||
|
||
/// A `SortKeyCursor` is created from a `RecordBatch`, and a set of | ||
/// `PhysicalExpr` that when evaluated on the `RecordBatch` yield the sort keys. | ||
/// | ||
/// Additionally it maintains a row cursor that can be advanced through the rows | ||
/// of the provided `RecordBatch` | ||
/// | ||
/// `SortKeyCursor::compare` can then be used to compare the sort key pointed to | ||
/// by this row cursor, with that of another `SortKeyCursor`. A cursor stores | ||
/// a row comparator for each other cursor that it is compared to. | ||
pub struct SortKeyCursor { | ||
stream_idx: usize, | ||
sort_columns: Vec<ArrayRef>, | ||
cur_row: usize, | ||
num_rows: usize, | ||
|
||
// An id uniquely identifying the record batch scanned by this cursor. | ||
batch_id: usize, | ||
|
||
// A collection of comparators that compare rows in this cursor's batch to | ||
// the cursors in other batches. Other batches are uniquely identified by | ||
// their batch_idx. | ||
batch_comparators: RwLock<HashMap<usize, Vec<DynComparator>>>, | ||
sort_options: Arc<Vec<SortOptions>>, | ||
} | ||
|
||
impl<'a> std::fmt::Debug for SortKeyCursor { | ||
fn fmt(&self, f: &mut std::fmt::Formatter) -> std::fmt::Result { | ||
f.debug_struct("SortKeyCursor") | ||
.field("sort_columns", &self.sort_columns) | ||
.field("cur_row", &self.cur_row) | ||
.field("num_rows", &self.num_rows) | ||
.field("batch_id", &self.batch_id) | ||
.field("batch_comparators", &"<FUNC>") | ||
.finish() | ||
} | ||
} | ||
|
||
impl SortKeyCursor { | ||
/// Create a new SortKeyCursor | ||
pub fn new( | ||
stream_idx: usize, | ||
batch_id: usize, | ||
batch: &RecordBatch, | ||
sort_key: &[Arc<dyn PhysicalExpr>], | ||
sort_options: Arc<Vec<SortOptions>>, | ||
) -> error::Result<Self> { | ||
let sort_columns = sort_key | ||
.iter() | ||
.map(|expr| Ok(expr.evaluate(batch)?.into_array(batch.num_rows()))) | ||
.collect::<error::Result<_>>()?; | ||
Ok(Self { | ||
stream_idx, | ||
cur_row: 0, | ||
num_rows: batch.num_rows(), | ||
sort_columns, | ||
batch_id, | ||
batch_comparators: RwLock::new(HashMap::new()), | ||
sort_options, | ||
}) | ||
} | ||
|
||
#[inline(always)] | ||
/// Return the stream index of this cursor | ||
pub fn stream_idx(&self) -> usize { | ||
self.stream_idx | ||
} | ||
|
||
#[inline(always)] | ||
/// Return the batch id of this cursor | ||
pub fn batch_id(&self) -> usize { | ||
self.batch_id | ||
} | ||
|
||
#[inline(always)] | ||
/// Return true if the stream is finished | ||
pub fn is_finished(&self) -> bool { | ||
self.num_rows == self.cur_row | ||
} | ||
|
||
#[inline(always)] | ||
/// Returns the cursor's current row, and advances the cursor to the next row | ||
pub fn advance(&mut self) -> usize { | ||
assert!(!self.is_finished()); | ||
let t = self.cur_row; | ||
self.cur_row += 1; | ||
t | ||
} | ||
|
||
/// Compares the sort key pointed to by this instance's row cursor with that of another | ||
pub fn compare(&self, other: &SortKeyCursor) -> error::Result<Ordering> { | ||
if self.sort_columns.len() != other.sort_columns.len() { | ||
return Err(DataFusionError::Internal(format!( | ||
"SortKeyCursors had inconsistent column counts: {} vs {}", | ||
self.sort_columns.len(), | ||
other.sort_columns.len() | ||
))); | ||
} | ||
|
||
if self.sort_columns.len() != self.sort_options.len() { | ||
return Err(DataFusionError::Internal(format!( | ||
"Incorrect number of SortOptions provided to SortKeyCursor::compare, expected {} got {}", | ||
self.sort_columns.len(), | ||
self.sort_options.len() | ||
))); | ||
} | ||
|
||
let zipped: Vec<((&ArrayRef, &ArrayRef), &SortOptions)> = self | ||
.sort_columns | ||
.iter() | ||
.zip(other.sort_columns.iter()) | ||
.zip(self.sort_options.iter()) | ||
.collect::<Vec<_>>(); | ||
|
||
self.init_cmp_if_needed(other, &zipped)?; | ||
let map = self.batch_comparators.read(); | ||
let cmp = map.get(&other.batch_id).ok_or_else(|| { | ||
DataFusionError::Execution(format!( | ||
"Failed to find comparator for {} cmp {}", | ||
self.batch_id, other.batch_id | ||
)) | ||
})?; | ||
|
||
for (i, ((l, r), sort_options)) in zipped.iter().enumerate() { | ||
match (l.is_valid(self.cur_row), r.is_valid(other.cur_row)) { | ||
(false, true) if sort_options.nulls_first => return Ok(Ordering::Less), | ||
(false, true) => return Ok(Ordering::Greater), | ||
(true, false) if sort_options.nulls_first => { | ||
return Ok(Ordering::Greater) | ||
} | ||
(true, false) => return Ok(Ordering::Less), | ||
(false, false) => {} | ||
(true, true) => match cmp[i](self.cur_row, other.cur_row) { | ||
Ordering::Equal => {} | ||
o if sort_options.descending => return Ok(o.reverse()), | ||
o => return Ok(o), | ||
}, | ||
} | ||
} | ||
|
||
// Break ties using stream_idx to ensure a predictable | ||
// ordering of rows when comparing equal streams. | ||
Ok(self.stream_idx.cmp(&other.stream_idx)) | ||
} | ||
|
||
/// Initialize a collection of comparators for comparing | ||
/// columnar arrays of this cursor and "other" if needed. | ||
fn init_cmp_if_needed( | ||
&self, | ||
other: &SortKeyCursor, | ||
zipped: &[((&ArrayRef, &ArrayRef), &SortOptions)], | ||
) -> Result<()> { | ||
let hm = self.batch_comparators.read(); | ||
if !hm.contains_key(&other.batch_id) { | ||
drop(hm); | ||
let mut map = self.batch_comparators.write(); | ||
let cmp = map | ||
.borrow_mut() | ||
.entry(other.batch_id) | ||
.or_insert_with(|| Vec::with_capacity(other.sort_columns.len())); | ||
|
||
for (i, ((l, r), _)) in zipped.iter().enumerate() { | ||
if i >= cmp.len() { | ||
// initialise comparators | ||
cmp.push(arrow::array::build_compare(l.as_ref(), r.as_ref())?); | ||
} | ||
} | ||
} | ||
Ok(()) | ||
} | ||
} | ||
|
||
impl Ord for SortKeyCursor { | ||
/// Needed by min-heap comparison and reverse the order at the same time. | ||
fn cmp(&self, other: &Self) -> Ordering { | ||
other.compare(self).unwrap() | ||
} | ||
} | ||
|
||
impl PartialEq for SortKeyCursor { | ||
fn eq(&self, other: &Self) -> bool { | ||
other.compare(self).unwrap() == Ordering::Equal | ||
} | ||
} | ||
|
||
impl Eq for SortKeyCursor {} | ||
|
||
impl PartialOrd for SortKeyCursor { | ||
fn partial_cmp(&self, other: &Self) -> Option<Ordering> { | ||
other.compare(self).ok() | ||
} | ||
} |
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 |
---|---|---|
@@ -0,0 +1,60 @@ | ||
// 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. | ||
|
||
/// A `RowIndex` identifies a specific row in a logical stream. | ||
/// | ||
/// Each stream is identified by an `stream_idx` and is formed from a | ||
/// sequence of RecordBatches batches, each of which is identified by | ||
/// a unique `batch_idx` within that stream. | ||
/// | ||
/// This is used by `SortPreservingMergeStream` to identify which | ||
/// the order of the tuples in the final sorted output stream. | ||
/// | ||
/// ```text | ||
/// ┌────┐ ┌────┐ ┌────┐ RecordBatch | ||
/// │ │ │ │ │ │ | ||
/// │ C1 │ │... │ │ CN │◀─────── (batch_idx = 0) | ||
/// │ │ │ │ │ │ | ||
/// └────┘ └────┘ └────┘ | ||
/// ┌────┐ ┌────┐ ┌────┐ RecordBatch | ||
/// │ │ │ │ │ │ | ||
/// │ C1 │ │... │ │ CN │◀─────── (batch_idx = 1) | ||
/// │ │ │ │ │ │ | ||
/// └────┘ └────┘ └────┘ | ||
/// ┌────┐ | ||
/// │ │ ... | ||
/// │ C1 │ | ||
/// │ │ ┌────┐ RecordBatch | ||
/// └────┘ │ │ | ||
/// │ CN │◀────── (batch_idx = M-1) | ||
/// │ │ | ||
/// └────┘ | ||
/// | ||
///"Stream"s each with Stream N has M | ||
/// a potentially RecordBatches | ||
///different number of | ||
/// RecordBatches | ||
/// ``` | ||
#[derive(Debug, Clone)] | ||
pub struct RowIndex { | ||
/// The index of the stream (uniquely identifies the stream) | ||
pub stream_idx: usize, | ||
/// The index of the batch within the stream's VecDequeue. | ||
pub batch_idx: usize, | ||
/// The row index within the batch | ||
pub row_idx: usize, | ||
} |
Oops, something went wrong.