feat(streaming): introduce dedup cache and append-only dedup executor (…

…#8874)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

src/stream/src/executor/dedup/append_only_dedup.rs

@@ -0,0 +1,295 @@
+// Copyright 2023 RisingWave Labs
+//
+// 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.
+
+use futures::{stream, StreamExt};
+use futures_async_stream::try_stream;
+use itertools::Itertools;
+use risingwave_common::array::{Op, StreamChunk};
+use risingwave_common::buffer::BitmapBuilder;
+use risingwave_common::catalog::Schema;
+use risingwave_common::row::{OwnedRow, Row, RowExt};
+use risingwave_storage::StateStore;
+
+use super::cache::DedupCache;
+use crate::common::table::state_table::StateTable;
+use crate::executor::error::StreamExecutorError;
+use crate::executor::{
+    expect_first_barrier, ActorContextRef, BoxedExecutor, BoxedMessageStream, Executor, Message,
+    PkIndices, PkIndicesRef, StreamExecutorResult,
+};
+use crate::task::AtomicU64Ref;
+
+/// [`AppendOnlyDedupExecutor`] drops any message that has duplicate pk columns with previous
+/// messages. It only accepts append-only input, and its output will be append-only as well.
+pub struct AppendOnlyDedupExecutor<S: StateStore> {
+    input: Option<BoxedExecutor>,
+    state_table: StateTable<S>,
+    cache: DedupCache<OwnedRow>,
+
+    pk_indices: PkIndices,
+    identity: String,
+    schema: Schema,
+    ctx: ActorContextRef,
+}
+
+impl<S: StateStore> AppendOnlyDedupExecutor<S> {
+    pub fn new(
+        input: BoxedExecutor,
+        state_table: StateTable<S>,
+        pk_indices: PkIndices,
+        executor_id: u64,
+        ctx: ActorContextRef,
+        watermark_epoch: AtomicU64Ref,
+    ) -> Self {
+        let schema = input.schema().clone();
+        Self {
+            input: Some(input),
+            state_table,
+            cache: DedupCache::new(watermark_epoch),
+            pk_indices,
+            identity: format!("AppendOnlyDedupExecutor {:X}", executor_id),
+            schema,
+            ctx,
+        }
+    }
+
+    #[try_stream(ok = Message, error = StreamExecutorError)]
+    async fn executor_inner(mut self) {
+        let mut input = self.input.take().unwrap().execute();
+
+        // Consume the first barrier message and initialize state table.
+        let barrier = expect_first_barrier(&mut input).await?;
+        self.state_table.init_epoch(barrier.epoch);
+
+        // The first barrier message should be propagated.
+        yield Message::Barrier(barrier);
+
+        #[for_await]
+        for msg in input {
+            match msg? {
+                Message::Chunk(chunk) => {
+                    // Append-only dedup executor only receives INSERT messages.
+                    debug_assert!(chunk.ops().iter().all(|&op| op == Op::Insert));
+
+                    // Extract pk for all rows (regardless of visibility) in the chunk.
+                    let keys = chunk
+                        .data_chunk()
+                        .rows_with_holes()
+                        .map(|row_ref| {
+                            row_ref.map(|row| row.project(self.pk_indices()).to_owned_row())
+                        })
+                        .collect_vec();
+
+                    // Ensure that if a key for a visible row exists before, then it is in the
+                    // cache, by querying the storage.
+                    self.populate_cache(keys.iter().flatten()).await?;
+
+                    // Now check for duplication and insert new keys into the cache.
+                    let mut vis_builder = BitmapBuilder::with_capacity(chunk.capacity());
+                    for key in keys {
+                        match key {
+                            Some(key) => {
+                                if self.cache.dedup_insert(key) {
+                                    // The key doesn't exist before. The row should be visible.
+                                    vis_builder.append(true);
+                                } else {
+                                    // The key exists before. The row shouldn't be visible.
+                                    vis_builder.append(false);
+                                }
+                            }
+                            None => {
+                                // The row is originally invisible.
+                                vis_builder.append(false);
+                            }
+                        }
+                    }
+
+                    let vis = vis_builder.finish();
+                    if vis.count_ones() > 0 {
+                        // Construct the new chunk and write the data to state table.
+                        let (ops, columns, _) = chunk.into_inner();
+                        let chunk = StreamChunk::new(ops, columns, Some(vis));
+                        self.state_table.write_chunk(chunk.clone());
+
+                        yield Message::Chunk(chunk);
+                    }
+                }
+
+                Message::Barrier(barrier) => {
+                    if barrier.checkpoint {
+                        self.state_table.commit(barrier.epoch).await?;
+                    } else {
+                        self.state_table.commit_no_data_expected(barrier.epoch);
+                    }
+
+                    if let Some(vnode_bitmap) = barrier.as_update_vnode_bitmap(self.ctx.id) {
+                        let (_prev_vnode_bitmap, cache_may_stale) =
+                            self.state_table.update_vnode_bitmap(vnode_bitmap);
+                        if cache_may_stale {
+                            self.cache.clear();
+                        }
+                    }
+
+                    self.cache.evict();
+
+                    yield Message::Barrier(barrier);
+                }
+
+                Message::Watermark(watermark) => {
+                    yield Message::Watermark(watermark);
+                }
+            }
+        }
+    }
+
+    /// Populate the cache with keys that exist in storage before.
+    pub async fn populate_cache<'a>(
+        &mut self,
+        keys: impl Iterator<Item = &'a OwnedRow>,
+    ) -> StreamExecutorResult<()> {
+        let mut futures = vec![];
+        for key in keys {
+            if self.cache.contains(key) {
+                continue;
+            }
+
+            let table = &self.state_table;
+            futures.push(async move { (key, table.get_encoded_row(key).await) });
+        }
+
+        let mut buffered = stream::iter(futures).buffer_unordered(10).fuse();
+        while let Some(result) = buffered.next().await {
+            let (key, value) = result;
+            if value?.is_some() {
+                // Only insert into the cache when we have this key in storage.
+                self.cache.insert(key.to_owned());
+            }
+        }
+
+        Ok(())
+    }
+}
+
+impl<S: StateStore> Executor for AppendOnlyDedupExecutor<S> {
+    fn execute(self: Box<Self>) -> BoxedMessageStream {
+        self.executor_inner().boxed()
+    }
+
+    fn schema(&self) -> &Schema {
+        &self.schema
+    }
+
+    fn pk_indices(&self) -> PkIndicesRef<'_> {
+        &self.pk_indices
+    }
+
+    fn identity(&self) -> &str {
+        &self.identity
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::sync::atomic::AtomicU64;
+    use std::sync::Arc;
+
+    use risingwave_common::catalog::{ColumnDesc, ColumnId, Field, Schema, TableId};
+    use risingwave_common::test_prelude::StreamChunkTestExt;
+    use risingwave_common::types::DataType;
+    use risingwave_common::util::sort_util::OrderType;
+    use risingwave_storage::memory::MemoryStateStore;
+
+    use super::*;
+    use crate::common::table::state_table::StateTable;
+    use crate::executor::test_utils::MockSource;
+    use crate::executor::ActorContext;
+
+    #[tokio::test]
+    async fn test_dedup_executor() {
+        let table_id = TableId::new(1);
+        let column_descs = vec![
+            ColumnDesc::unnamed(ColumnId::new(0), DataType::Int64),
+            ColumnDesc::unnamed(ColumnId::new(1), DataType::Int64),
+        ];
+        let schema = Schema::new(vec![
+            Field::unnamed(DataType::Int64),
+            Field::unnamed(DataType::Int64),
+        ]);
+        let pk_indices = vec![0];
+        let order_types = vec![OrderType::ascending()];
+
+        let state_store = MemoryStateStore::new();
+        let state_table = StateTable::new_without_distribution(
+            state_store,
+            table_id,
+            column_descs,
+            order_types,
+            pk_indices.clone(),
+        )
+        .await;
+
+        let (mut tx, input) = MockSource::channel(schema, pk_indices.clone());
+        let mut dedup_executor = Box::new(AppendOnlyDedupExecutor::new(
+            Box::new(input),
+            state_table,
+            pk_indices,
+            1,
+            ActorContext::create(123),
+            Arc::new(AtomicU64::new(0)),
+        ))
+        .execute();
+
+        tx.push_barrier(1, false);
+        dedup_executor.next().await.unwrap().unwrap();
+
+        let chunk = StreamChunk::from_pretty(
+            " I I
+            + 1 1
+            + 2 2 D
+            + 1 7",
+        );
+        tx.push_chunk(chunk);
+        let msg = dedup_executor.next().await.unwrap().unwrap();
+        assert_eq!(
+            msg.into_chunk().unwrap(),
+            StreamChunk::from_pretty(
+                " I I
+                + 1 1
+                + 2 2 D
+                + 1 7 D",
+            )
+        );
+
+        tx.push_barrier(2, false);
+        dedup_executor.next().await.unwrap().unwrap();
+
+        let chunk = StreamChunk::from_pretty(
+            " I I
+            + 3 9
+            + 2 5
+            + 1 20",
+        );
+        tx.push_chunk(chunk);
+        let msg = dedup_executor.next().await.unwrap().unwrap();
+        assert_eq!(
+            msg.into_chunk().unwrap(),
+            StreamChunk::from_pretty(
+                " I I
+                + 3 9
+                + 2 5
+                + 1 20 D",
+            )
+        );
+    }
+}

src/stream/src/executor/dedup/cache.rs

@@ -0,0 +1,82 @@
+// Copyright 2023 RisingWave Labs
+//
+// 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.
+
+use std::hash::Hash;
+
+use crate::cache::{new_unbounded, ExecutorCache};
+use crate::task::AtomicU64Ref;
+
+/// [`DedupCache`] is used for key deduplication. Currently, the cache behaves like a set that only
+/// accepts a key without a value. This could be refined in the future to support k-v pairs.
+pub struct DedupCache<K: Hash + Eq> {
+    inner: ExecutorCache<K, ()>,
+}
+
+impl<K: Hash + Eq> DedupCache<K> {
+    pub fn new(watermark_epoch: AtomicU64Ref) -> Self {
+        let cache = ExecutorCache::new(new_unbounded(watermark_epoch));
+        Self { inner: cache }
+    }
+
+    /// Insert a `key` into the cache only if the `key` doesn't exist in the cache before. Return
+    /// whether the `key` is successfully inserted.
+    pub fn dedup_insert(&mut self, key: K) -> bool {
+        self.inner.put(key, ()).is_none()
+    }
+
+    /// Insert a `key` into the cache without checking for duplication.
+    pub fn insert(&mut self, key: K) {
+        self.inner.push(key, ());
+    }
+
+    /// Check whether the given key is in the cache.
+    pub fn contains(&self, key: &K) -> bool {
+        self.inner.contains(key)
+    }
+
+    /// Evict the inner LRU cache according to the watermark epoch.
+    pub fn evict(&mut self) {
+        self.inner.evict()
+    }
+
+    /// Clear everything in the cache.
+    pub fn clear(&mut self) {
+        self.inner.clear()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::sync::atomic::AtomicU64;
+    use std::sync::Arc;
+
+    use super::DedupCache;
+
+    #[test]
+    fn test_dedup_cache() {
+        let mut cache = DedupCache::new(Arc::new(AtomicU64::new(10000)));
+
+        cache.insert(10);
+        assert!(cache.contains(&10));
+        assert!(!cache.dedup_insert(10));
+
+        assert!(cache.dedup_insert(20));
+        assert!(cache.contains(&20));
+        assert!(!cache.dedup_insert(20));
+
+        cache.clear();
+        assert!(!cache.contains(&10));
+        assert!(!cache.contains(&20));
+    }
+}

src/stream/src/executor/dedup/mod.rs

@@ -0,0 +1,18 @@
+// Copyright 2023 RisingWave Labs
+//
+// 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.
+
+mod append_only_dedup;
+mod cache;
+
+pub use append_only_dedup::AppendOnlyDedupExecutor;