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Restore topk filtering tests #16501

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51 changes: 46 additions & 5 deletions datafusion/physical-plan/src/topk/mod.rs
Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,8 @@
//! TopK: Combination of Sort / LIMIT

use arrow::{
array::Array,
compute::interleave_record_batch,
array::{Array, AsArray},
compute::{interleave_record_batch, prep_null_mask_filter, FilterBuilder},
row::{RowConverter, Rows, SortField},
};
use datafusion_expr::{ColumnarValue, Operator};
Expand Down Expand Up @@ -203,7 +203,7 @@ impl TopK {
let baseline = self.metrics.baseline.clone();
let _timer = baseline.elapsed_compute().timer();

let sort_keys: Vec<ArrayRef> = self
let mut sort_keys: Vec<ArrayRef> = self
.expr
.iter()
.map(|expr| {
Expand All @@ -212,15 +212,56 @@ impl TopK {
})
.collect::<Result<Vec<_>>>()?;

let mut selected_rows = None;

if let Some(filter) = self.filter.as_ref() {
// If a filter is provided, update it with the new rows
let filter = filter.current()?;
let filtered = filter.evaluate(&batch)?;
let num_rows = batch.num_rows();
let array = filtered.into_array(num_rows)?;
let mut filter = array.as_boolean().clone();
let true_count = filter.true_count();
if true_count == 0 {
// nothing to filter, so no need to update
return Ok(());
}
// only update the keys / rows if the filter does not match all rows
if true_count < num_rows {
// Indices in `set_indices` should be correct if filter contains nulls
// So we prepare the filter here. Note this is also done in the `FilterBuilder`
// so there is no overhead to do this here.
if filter.nulls().is_some() {
filter = prep_null_mask_filter(&filter);
}

let filter_predicate = FilterBuilder::new(&filter);
let filter_predicate = if sort_keys.len() > 1 {
// Optimize filter when it has multiple sort keys
filter_predicate.optimize().build()
} else {
filter_predicate.build()
};
selected_rows = Some(filter);
sort_keys = sort_keys
.iter()
.map(|key| filter_predicate.filter(key).map_err(|x| x.into()))
.collect::<Result<Vec<_>>>()?;
}
};
// reuse existing `Rows` to avoid reallocations
let rows = &mut self.scratch_rows;
rows.clear();
self.row_converter.append(rows, &sort_keys)?;

let mut batch_entry = self.heap.register_batch(batch.clone());

let replacements =
self.find_new_topk_items(0..sort_keys[0].len(), &mut batch_entry);
let replacements = match selected_rows {
Some(filter) => {
self.find_new_topk_items(filter.values().set_indices(), &mut batch_entry)
}
None => self.find_new_topk_items(0..sort_keys[0].len(), &mut batch_entry),
};

if replacements > 0 {
self.metrics.row_replacements.add(replacements);
Expand Down
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