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Consolidate BoundedAggregateStream
#6932
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// Licensed to the Apache Software Foundation (ASF) under one | ||
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. This design tries to keep all the ordering isolated out of the main row_hash.rs logic to manage the complexity |
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// 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. | ||
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use datafusion_execution::memory_pool::proxy::VecAllocExt; | ||
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use crate::physical_expr::EmitTo; | ||
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/// Tracks grouping state when the data is ordered entirely by its | ||
/// group keys | ||
/// | ||
/// When the group values are sorted, as soon as we see group `n+1` we | ||
/// know we will never see any rows for group `n again and thus they | ||
/// can be emitted. | ||
/// | ||
/// For example, given `SUM(amt) GROUP BY id` if the input is sorted | ||
/// by `id` as soon as a new `id` value is seen all previous values | ||
/// can be emitted. | ||
/// | ||
/// The state is tracked like this: | ||
/// | ||
/// ```text | ||
/// ┌─────┐ ┌──────────────────┐ | ||
/// │┌───┐│ │ ┌──────────────┐ │ ┏━━━━━━━━━━━━━━┓ | ||
/// ││ 0 ││ │ │ 123 │ │ ┌─────┃ 13 ┃ | ||
/// │└───┘│ │ └──────────────┘ │ │ ┗━━━━━━━━━━━━━━┛ | ||
/// │ ... │ │ ... │ │ | ||
/// │┌───┐│ │ ┌──────────────┐ │ │ current | ||
/// ││12 ││ │ │ 234 │ │ │ | ||
/// │├───┤│ │ ├──────────────┤ │ │ | ||
/// ││12 ││ │ │ 234 │ │ │ | ||
/// │├───┤│ │ ├──────────────┤ │ │ | ||
/// ││13 ││ │ │ 456 │◀┼───┘ | ||
/// │└───┘│ │ └──────────────┘ │ | ||
/// └─────┘ └──────────────────┘ | ||
/// | ||
/// group indices group_values current tracks the most | ||
/// (in group value recent group index | ||
/// order) | ||
/// ``` | ||
/// | ||
/// In this diagram, the current group is `13`, and thus groups | ||
/// `0..12` can be emitted. Note that `13` can not yet be emitted as | ||
/// there may be more values in the next batch with the same group_id. | ||
#[derive(Debug)] | ||
pub(crate) struct GroupOrderingFull { | ||
state: State, | ||
/// Hash values for groups in 0..current | ||
hashes: Vec<u64>, | ||
} | ||
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#[derive(Debug)] | ||
enum State { | ||
/// Seen no input yet | ||
Start, | ||
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/// Data is in progress. `current is the current group for which | ||
/// values are being generated. Can emit `current` - 1 | ||
InProgress { current: usize }, | ||
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/// Seen end of input: all groups can be emitted | ||
Complete, | ||
} | ||
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impl GroupOrderingFull { | ||
pub fn new() -> Self { | ||
Self { | ||
state: State::Start, | ||
hashes: vec![], | ||
} | ||
} | ||
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// How many groups be emitted, or None if no data can be emitted | ||
pub fn emit_to(&self) -> Option<EmitTo> { | ||
match &self.state { | ||
State::Start => None, | ||
State::InProgress { current, .. } => { | ||
if *current == 0 { | ||
// Can not emit if still on the first row | ||
None | ||
} else { | ||
// otherwise emit all rows prior to the current group | ||
Some(EmitTo::First(*current)) | ||
} | ||
} | ||
State::Complete { .. } => Some(EmitTo::All), | ||
} | ||
} | ||
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/// remove the first n groups from the internal state, shifting | ||
/// all existing indexes down by `n`. Returns stored hash values | ||
pub fn remove_groups(&mut self, n: usize) -> &[u64] { | ||
match &mut self.state { | ||
State::Start => panic!("invalid state: start"), | ||
State::InProgress { current } => { | ||
// shift down by n | ||
assert!(*current >= n); | ||
*current -= n; | ||
self.hashes.drain(0..n); | ||
} | ||
State::Complete { .. } => panic!("invalid state: complete"), | ||
}; | ||
&self.hashes | ||
} | ||
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/// Note that the input is complete so any outstanding groups are done as well | ||
pub fn input_done(&mut self) { | ||
self.state = State::Complete; | ||
} | ||
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/// Called when new groups are added in a batch. See documentation | ||
/// on [`super::GroupOrdering::new_groups`] | ||
pub fn new_groups( | ||
&mut self, | ||
group_indices: &[usize], | ||
batch_hashes: &[u64], | ||
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. In the case of GroupOrderingFull it seems unnecessary to be computing hashes at all, we can just group based on whenever the sort key changes? 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. That is a (very) good point -- noted in #7023 for follow on work |
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total_num_groups: usize, | ||
) { | ||
assert_ne!(total_num_groups, 0); | ||
assert_eq!(group_indices.len(), batch_hashes.len()); | ||
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// copy any hash values | ||
self.hashes.resize(total_num_groups, 0); | ||
for (&group_index, &hash) in group_indices.iter().zip(batch_hashes.iter()) { | ||
self.hashes[group_index] = hash; | ||
} | ||
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// Update state | ||
let max_group_index = total_num_groups - 1; | ||
self.state = match self.state { | ||
State::Start => State::InProgress { | ||
current: max_group_index, | ||
}, | ||
State::InProgress { current } => { | ||
// expect to see new group indexes when called again | ||
assert!(current <= max_group_index, "{current} <= {max_group_index}"); | ||
State::InProgress { | ||
current: max_group_index, | ||
} | ||
} | ||
State::Complete { .. } => { | ||
panic!("Saw new group after input was complete"); | ||
} | ||
}; | ||
} | ||
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pub(crate) fn size(&self) -> usize { | ||
std::mem::size_of::<Self>() + self.hashes.allocated_size() | ||
} | ||
} |
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// 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. | ||
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use arrow_array::ArrayRef; | ||
use arrow_schema::Schema; | ||
use datafusion_common::Result; | ||
use datafusion_physical_expr::EmitTo; | ||
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use super::{AggregationOrdering, GroupByOrderMode}; | ||
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mod full; | ||
mod partial; | ||
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pub(crate) use full::GroupOrderingFull; | ||
pub(crate) use partial::GroupOrderingPartial; | ||
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/// Ordering information for each group in the hash table | ||
#[derive(Debug)] | ||
pub(crate) enum GroupOrdering { | ||
/// Groups are not ordered | ||
None, | ||
/// Groups are ordered by some pre-set of the group keys | ||
Partial(GroupOrderingPartial), | ||
/// Groups are entirely contiguous, | ||
Full(GroupOrderingFull), | ||
} | ||
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impl GroupOrdering { | ||
/// Create a `GroupOrdering` for the the specified ordering | ||
pub fn try_new( | ||
input_schema: &Schema, | ||
ordering: &AggregationOrdering, | ||
) -> Result<Self> { | ||
let AggregationOrdering { | ||
mode, | ||
order_indices, | ||
ordering, | ||
} = ordering; | ||
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Ok(match mode { | ||
GroupByOrderMode::None => GroupOrdering::None, | ||
GroupByOrderMode::PartiallyOrdered => { | ||
let partial = | ||
GroupOrderingPartial::try_new(input_schema, order_indices, ordering)?; | ||
GroupOrdering::Partial(partial) | ||
} | ||
GroupByOrderMode::FullyOrdered => { | ||
GroupOrdering::Full(GroupOrderingFull::new()) | ||
} | ||
}) | ||
} | ||
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// How many groups be emitted, or None if no data can be emitted | ||
pub fn emit_to(&self) -> Option<EmitTo> { | ||
match self { | ||
GroupOrdering::None => None, | ||
GroupOrdering::Partial(partial) => partial.emit_to(), | ||
GroupOrdering::Full(full) => full.emit_to(), | ||
} | ||
} | ||
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/// Updates the state the input is done | ||
pub fn input_done(&mut self) { | ||
match self { | ||
GroupOrdering::None => {} | ||
GroupOrdering::Partial(partial) => partial.input_done(), | ||
GroupOrdering::Full(full) => full.input_done(), | ||
} | ||
} | ||
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/// remove the first n groups from the internal state, shifting | ||
/// all existing indexes down by `n`. Returns stored hash values | ||
pub fn remove_groups(&mut self, n: usize) -> &[u64] { | ||
match self { | ||
GroupOrdering::None => &[], | ||
GroupOrdering::Partial(partial) => partial.remove_groups(n), | ||
GroupOrdering::Full(full) => full.remove_groups(n), | ||
} | ||
} | ||
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/// Called when new groups are added in a batch | ||
/// | ||
/// * `total_num_groups`: total number of groups (so max | ||
/// group_index is total_num_groups - 1). | ||
/// | ||
/// * `group_values`: group key values for *each row* in the batch | ||
/// | ||
/// * `group_indices`: indices for each row in the batch | ||
/// | ||
/// * `hashes`: hash values for each row in the batch | ||
pub fn new_groups( | ||
&mut self, | ||
batch_group_values: &[ArrayRef], | ||
group_indices: &[usize], | ||
batch_hashes: &[u64], | ||
total_num_groups: usize, | ||
) -> Result<()> { | ||
match self { | ||
GroupOrdering::None => {} | ||
GroupOrdering::Partial(partial) => { | ||
partial.new_groups( | ||
batch_group_values, | ||
group_indices, | ||
batch_hashes, | ||
total_num_groups, | ||
)?; | ||
} | ||
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GroupOrdering::Full(full) => { | ||
full.new_groups(group_indices, batch_hashes, total_num_groups); | ||
} | ||
}; | ||
Ok(()) | ||
} | ||
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/// Return the size of memory used by the ordering state, in bytes | ||
pub(crate) fn size(&self) -> usize { | ||
std::mem::size_of::<Self>() | ||
+ match self { | ||
GroupOrdering::None => 0, | ||
GroupOrdering::Partial(partial) => partial.size(), | ||
GroupOrdering::Full(full) => full.size(), | ||
} | ||
} | ||
} |
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This will be removed in #6968