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refactor(stream): refactor state of topN executor to one state table (r…
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src/stream/src/executor/managed_state/top_n/top_n_state_new.rs
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// Copyright 2022 Singularity Data | ||
// | ||
// Licensed 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 std::borrow::Cow; | ||
use std::ops::Index; | ||
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use futures::pin_mut; | ||
use futures::stream::StreamExt; | ||
use risingwave_common::array::Row; | ||
use risingwave_common::catalog::{ColumnDesc, ColumnId, TableId}; | ||
use risingwave_common::types::DataType; | ||
use risingwave_common::util::ordered::*; | ||
use risingwave_storage::error::StorageResult; | ||
use risingwave_storage::table::state_table::StateTable; | ||
use risingwave_storage::StateStore; | ||
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use crate::executor::error::StreamExecutorResult; | ||
use crate::executor::PkIndices; | ||
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#[allow(dead_code)] | ||
pub struct ManagedTopNStateNew<S: StateStore> { | ||
/// Relational table. | ||
state_table: StateTable<S>, | ||
/// The number of elements in both cache and storage. | ||
total_count: usize, | ||
/// Number of entries to retain in memory after each flush. | ||
top_n_count: Option<usize>, | ||
/// For deserializing `OrderedRow`. | ||
ordered_row_deserializer: OrderedRowDeserializer, | ||
} | ||
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#[derive(Clone, PartialEq, Debug)] | ||
pub struct TopNStateRow { | ||
pub ordered_key: Option<OrderedRow>, | ||
pub row: Row, | ||
} | ||
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impl TopNStateRow { | ||
pub fn new(ordered_key: OrderedRow, row: Row) -> Self { | ||
Self { | ||
ordered_key: Some(ordered_key), | ||
row, | ||
} | ||
} | ||
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pub fn is_valid(&self) -> bool { | ||
self.ordered_key.is_some() | ||
} | ||
} | ||
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impl<S: StateStore> ManagedTopNStateNew<S> { | ||
pub fn new( | ||
top_n_count: Option<usize>, | ||
total_count: usize, | ||
store: S, | ||
table_id: TableId, | ||
data_types: Vec<DataType>, | ||
ordered_row_deserializer: OrderedRowDeserializer, | ||
pk_indices: PkIndices, | ||
) -> Self { | ||
let order_types = ordered_row_deserializer.get_order_types().to_vec(); | ||
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let column_descs = data_types | ||
.iter() | ||
.enumerate() | ||
.map(|(id, data_type)| { | ||
ColumnDesc::unnamed(ColumnId::from(id as i32), data_type.clone()) | ||
}) | ||
.collect::<Vec<_>>(); | ||
let state_table = | ||
StateTable::new(store, table_id, column_descs, order_types, None, pk_indices); | ||
Self { | ||
state_table, | ||
total_count, | ||
top_n_count, | ||
ordered_row_deserializer, | ||
} | ||
} | ||
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pub async fn insert( | ||
&mut self, | ||
_key: OrderedRow, | ||
value: Row, | ||
_epoch: u64, | ||
) -> StreamExecutorResult<()> { | ||
self.state_table.insert(value)?; | ||
self.total_count += 1; | ||
Ok(()) | ||
} | ||
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pub async fn delete( | ||
&mut self, | ||
_key: &OrderedRow, | ||
value: Row, | ||
_epoch: u64, | ||
) -> StreamExecutorResult<()> { | ||
self.state_table.delete(value)?; | ||
self.total_count -= 1; | ||
Ok(()) | ||
} | ||
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#[allow(dead_code)] | ||
pub fn total_count(&self) -> usize { | ||
self.total_count | ||
} | ||
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fn get_topn_row(&self, iter_res: StorageResult<Cow<Row>>) -> TopNStateRow { | ||
let row = iter_res.unwrap().into_owned(); | ||
let mut datums = vec![]; | ||
for pk_index in self.state_table.pk_indices() { | ||
datums.push(row.index(*pk_index).clone()); | ||
} | ||
let pk = Row::new(datums); | ||
let pk_ordered = OrderedRow::new(pk, self.ordered_row_deserializer.get_order_types()); | ||
TopNStateRow::new(pk_ordered, row) | ||
} | ||
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/// This function will return the rows at the position of `offset` and (`offset` + `limit` - 1), | ||
/// which forms the range `[start_row, end_row]` of the top-N range . | ||
/// When `offset` is 0 the `start_row` will be the first row in state table; | ||
/// When `limit` is 0 the `end_row` will be an invalid row. | ||
pub async fn find_range( | ||
&self, | ||
offset: usize, | ||
limit: usize, | ||
epoch: u64, | ||
) -> StreamExecutorResult<(TopNStateRow, TopNStateRow)> { | ||
let state_table_iter = self.state_table.iter(epoch).await?; | ||
pin_mut!(state_table_iter); | ||
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let invalid_row = TopNStateRow { | ||
ordered_key: None, | ||
row: Row::default(), | ||
}; | ||
let mut first_row = invalid_row.clone(); | ||
if let Some(next_res) = state_table_iter.next().await { | ||
first_row = self.get_topn_row(next_res); | ||
} | ||
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// fetch start row | ||
let mut start_row = first_row; | ||
for i in 0..offset { | ||
match state_table_iter.next().await { | ||
Some(next_res) => { | ||
if i == offset - 1 { | ||
start_row = self.get_topn_row(next_res); | ||
} | ||
} | ||
None => { | ||
start_row = invalid_row.clone(); | ||
break; | ||
} | ||
} | ||
} | ||
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// fetch end row | ||
if limit == 0 { | ||
return Ok((start_row, invalid_row.clone())); | ||
} | ||
let mut end_row = start_row.clone(); | ||
let num_limit = limit - 1; | ||
for i in 0..num_limit { | ||
match state_table_iter.next().await { | ||
Some(next_res) => { | ||
if i == num_limit - 1 { | ||
end_row = self.get_topn_row(next_res); | ||
} | ||
} | ||
None => { | ||
end_row = invalid_row.clone(); | ||
break; | ||
} | ||
} | ||
} | ||
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Ok((start_row, end_row)) | ||
} | ||
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pub async fn flush(&mut self, epoch: u64) -> StreamExecutorResult<()> { | ||
self.state_table.commit(epoch).await?; | ||
Ok(()) | ||
} | ||
} | ||
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#[cfg(test)] | ||
mod tests { | ||
use risingwave_common::catalog::TableId; | ||
use risingwave_common::types::DataType; | ||
use risingwave_common::util::sort_util::OrderType; | ||
use risingwave_storage::memory::MemoryStateStore; | ||
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use super::*; | ||
use crate::row_nonnull; | ||
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#[tokio::test] | ||
async fn test_managed_top_n_state() { | ||
let store = MemoryStateStore::new(); | ||
let data_types = vec![DataType::Varchar, DataType::Int64]; | ||
let order_types = vec![OrderType::Ascending, OrderType::Ascending]; | ||
let mut managed_state = ManagedTopNStateNew::new( | ||
Some(10), | ||
0, | ||
store, | ||
TableId::from(0x11), | ||
data_types.clone(), | ||
OrderedRowDeserializer::new(data_types, order_types.clone()), | ||
vec![0, 1], | ||
); | ||
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let row1 = row_nonnull!["abc".to_string(), 2i64]; | ||
let row2 = row_nonnull!["abc".to_string(), 3i64]; | ||
let row3 = row_nonnull!["abd".to_string(), 3i64]; | ||
let row4 = row_nonnull!["ab".to_string(), 4i64]; | ||
let rows = vec![row1, row2, row3, row4]; | ||
let ordered_rows = rows | ||
.clone() | ||
.into_iter() | ||
.map(|row| OrderedRow::new(row, &order_types)) | ||
.collect::<Vec<_>>(); | ||
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let epoch = 1; | ||
managed_state | ||
.insert(ordered_rows[3].clone(), rows[3].clone(), epoch) | ||
.await | ||
.unwrap(); | ||
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// now ("ab", 4) | ||
let range = managed_state.find_range(0, 1, epoch).await.unwrap(); | ||
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assert_eq!( | ||
range, | ||
( | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[3].clone()), | ||
row: rows[3].clone() | ||
}, | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[3].clone()), | ||
row: rows[3].clone() | ||
}, | ||
) | ||
); | ||
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managed_state | ||
.insert(ordered_rows[2].clone(), rows[2].clone(), epoch) | ||
.await | ||
.unwrap(); | ||
let range = managed_state.find_range(1, 1, epoch).await.unwrap(); | ||
// now ("ab", 4) -> ("abd", 3) | ||
assert_eq!( | ||
range, | ||
( | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[2].clone()), | ||
row: rows[2].clone() | ||
}, | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[2].clone()), | ||
row: rows[2].clone() | ||
}, | ||
) | ||
); | ||
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managed_state | ||
.insert(ordered_rows[1].clone(), rows[1].clone(), epoch) | ||
.await | ||
.unwrap(); | ||
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assert_eq!(3, managed_state.total_count()); | ||
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// managed_state.flush(epoch).await.unwrap(); | ||
let range = managed_state.find_range(1, 2, epoch).await.unwrap(); | ||
// now ("ab", 4) -> ("abc", 3) -> ("abd", 3) | ||
assert_eq!( | ||
range, | ||
( | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[1].clone()), | ||
row: rows[1].clone() | ||
}, | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[2].clone()), | ||
row: rows[2].clone() | ||
} | ||
) | ||
); | ||
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// delete ("abc", 3) | ||
managed_state | ||
.delete(&ordered_rows[1].clone(), rows[1].clone(), epoch) | ||
.await | ||
.unwrap(); | ||
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// insert ("abc", 2) | ||
managed_state | ||
.insert(ordered_rows[0].clone(), rows[0].clone(), epoch) | ||
.await | ||
.unwrap(); | ||
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let range = managed_state.find_range(1, 3, epoch).await.unwrap(); | ||
// now ("ab", 4) -> ("abc", 2) -> ("abd", 3) | ||
assert_eq!( | ||
range, | ||
( | ||
TopNStateRow { | ||
ordered_key: Some(ordered_rows[0].clone()), | ||
row: rows[0].clone() | ||
}, | ||
TopNStateRow { | ||
ordered_key: None, | ||
row: Row::default(), | ||
} | ||
) | ||
); | ||
} | ||
} |
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