risingwave_stream/executor/

sync_kv_log_store.rs

// Copyright 2025 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.

//! This contains the synced kv log store implementation.
//! It's meant to buffer a large number of records emitted from upstream,
//! to avoid overwhelming the downstream executor.
//!
//! The synced kv log store polls two futures:
//!
//! 1. Upstream: upstream message source
//!
//!   It will write stream messages to the log store buffer. e.g. `Message::Barrier`, `Message::Chunk`, ...
//!   When writing a stream chunk, if the log store buffer is full, it will:
//!     a. Flush the buffer to the log store.
//!     b. Convert the stream chunk into a reference (`LogStoreBufferItem::Flushed`)
//!       which can read the corresponding chunks in the log store.
//!       We will compact adjacent references,
//!       so it can read multiple chunks if there's a build up.
//!
//!   On receiving barriers, it will:
//!     a. Apply truncation to historical data in the logstore.
//!     b. Flush and checkpoint the logstore data.
//!
//! 2. State store + buffer + recently flushed chunks: the storage components of the logstore.
//!
//!   It will read all historical data from the logstore first. This can be done just by
//!   constructing a state store stream, which will read all data until the latest epoch.
//!   This is a static snapshot of data.
//!   For any subsequently flushed chunks, we will read them via
//!   `flushed_chunk_future`. See the next paragraph below.
//!
//!   We will next read `flushed_chunk_future` (if there's one pre-existing one), see below for how
//!   it's constructed, what it is.
//!
//!   Finally we will pop the earliest item in the buffer.
//!   - If it's a chunk yield it.
//!   - If it's a watermark yield it.
//!   - If it's a flushed chunk reference (`LogStoreBufferItem::Flushed`),
//!     we will read the corresponding chunks in the log store.
//!     This is done by constructing a `flushed_chunk_future` which will read the log store
//!     using the `seq_id`.
//!   - Barrier,
//!     because they are directly propagated from the upstream when polling it.
//!
//! TODO(kwannoel):
//! - [] Add dedicated metrics for sync log store, namespace according to the upstream.
//! - [] Add tests
//! - [] Handle watermark r/w
//! - [] Handle paused stream

use std::collections::VecDeque;
use std::future::pending;
use std::mem::replace;
use std::pin::Pin;

use anyhow::anyhow;
use futures::future::{BoxFuture, Either, select};
use futures::stream::StreamFuture;
use futures::{FutureExt, StreamExt, TryStreamExt};
use futures_async_stream::try_stream;
use risingwave_common::array::StreamChunk;
use risingwave_common::bitmap::Bitmap;
use risingwave_common::catalog::{TableId, TableOption};
use risingwave_common::must_match;
use risingwave_connector::sink::log_store::{ChunkId, LogStoreResult};
use risingwave_storage::StateStore;
use risingwave_storage::store::{
    LocalStateStore, NewLocalOptions, OpConsistencyLevel, StateStoreRead,
};
use rw_futures_util::drop_either_future;
use tokio::time::{Duration, Instant, Sleep, sleep_until};
use tokio_stream::adapters::Peekable;

use crate::common::log_store_impl::kv_log_store::buffer::LogStoreBufferItem;
use crate::common::log_store_impl::kv_log_store::reader::LogStoreReadStateStreamRangeStart;
use crate::common::log_store_impl::kv_log_store::reader::timeout_auto_rebuild::TimeoutAutoRebuildIter;
use crate::common::log_store_impl::kv_log_store::serde::{
    KvLogStoreItem, LogStoreItemMergeStream, LogStoreRowSerde,
};
use crate::common::log_store_impl::kv_log_store::state::{
    LogStorePostSealCurrentEpoch, LogStoreReadState, LogStoreStateWriteChunkFuture,
    LogStoreWriteState, new_log_store_state,
};
use crate::common::log_store_impl::kv_log_store::{
    Epoch, FIRST_SEQ_ID, FlushInfo, LogStoreVnodeProgress, SeqId,
};
use crate::executor::prelude::*;
use crate::executor::sync_kv_log_store::metrics::SyncedKvLogStoreMetrics;
use crate::executor::{
    Barrier, BoxedMessageStream, Message, StreamExecutorError, StreamExecutorResult,
};

pub mod metrics {
    use risingwave_common::id::FragmentId;
    use risingwave_common::metrics::{LabelGuardedIntCounter, LabelGuardedIntGauge};

    use crate::common::log_store_impl::kv_log_store::KvLogStoreReadMetrics;
    use crate::executor::monitor::StreamingMetrics;
    use crate::task::ActorId;

    #[derive(Clone)]
    pub struct SyncedKvLogStoreMetrics {
        // state of the log store
        pub unclean_state: LabelGuardedIntCounter,
        pub clean_state: LabelGuardedIntCounter,
        pub wait_next_poll_ns: LabelGuardedIntCounter,

        // Write metrics
        pub storage_write_count: LabelGuardedIntCounter,
        pub storage_write_size: LabelGuardedIntCounter,
        pub pause_duration_ns: LabelGuardedIntCounter,

        // Buffer metrics
        pub buffer_unconsumed_item_count: LabelGuardedIntGauge,
        pub buffer_unconsumed_row_count: LabelGuardedIntGauge,
        pub buffer_unconsumed_epoch_count: LabelGuardedIntGauge,
        pub buffer_unconsumed_min_epoch: LabelGuardedIntGauge,
        pub buffer_read_count: LabelGuardedIntCounter,
        pub buffer_read_size: LabelGuardedIntCounter,

        // Read metrics
        pub total_read_count: LabelGuardedIntCounter,
        pub total_read_size: LabelGuardedIntCounter,
        pub persistent_log_read_metrics: KvLogStoreReadMetrics,
        pub flushed_buffer_read_metrics: KvLogStoreReadMetrics,
    }

    impl SyncedKvLogStoreMetrics {
        /// `id`: refers to a unique way to identify the logstore. This can be the sink id,
        ///       or for joins, it can be the `fragment_id`.
        /// `name`: refers to the MV / Sink that the log store is associated with.
        /// `target`: refers to the target of the log store,
        ///           for instance `MySql` Sink, PG sink, etc...
        ///           or unaligned join.
        pub(crate) fn new(
            metrics: &StreamingMetrics,
            actor_id: ActorId,
            fragment_id: FragmentId,
            name: &str,
            target: &'static str,
        ) -> Self {
            let actor_id_str = actor_id.to_string();
            let fragment_id_str = fragment_id.to_string();
            let labels = &[&actor_id_str, target, &fragment_id_str, name];

            let unclean_state = metrics.sync_kv_log_store_state.with_guarded_label_values(&[
                "dirty",
                &actor_id_str,
                target,
                &fragment_id_str,
                name,
            ]);
            let clean_state = metrics.sync_kv_log_store_state.with_guarded_label_values(&[
                "clean",
                &actor_id_str,
                target,
                &fragment_id_str,
                name,
            ]);
            let wait_next_poll_ns = metrics
                .sync_kv_log_store_wait_next_poll_ns
                .with_guarded_label_values(labels);

            let storage_write_size = metrics
                .sync_kv_log_store_storage_write_size
                .with_guarded_label_values(labels);
            let storage_write_count = metrics
                .sync_kv_log_store_storage_write_count
                .with_guarded_label_values(labels);
            let storage_pause_duration_ns = metrics
                .sync_kv_log_store_write_pause_duration_ns
                .with_guarded_label_values(labels);

            let buffer_unconsumed_item_count = metrics
                .sync_kv_log_store_buffer_unconsumed_item_count
                .with_guarded_label_values(labels);
            let buffer_unconsumed_row_count = metrics
                .sync_kv_log_store_buffer_unconsumed_row_count
                .with_guarded_label_values(labels);
            let buffer_unconsumed_epoch_count = metrics
                .sync_kv_log_store_buffer_unconsumed_epoch_count
                .with_guarded_label_values(labels);
            let buffer_unconsumed_min_epoch = metrics
                .sync_kv_log_store_buffer_unconsumed_min_epoch
                .with_guarded_label_values(labels);
            let buffer_read_count = metrics
                .sync_kv_log_store_read_count
                .with_guarded_label_values(&[
                    "buffer",
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            let buffer_read_size = metrics
                .sync_kv_log_store_read_size
                .with_guarded_label_values(&[
                    "buffer",
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            let total_read_count = metrics
                .sync_kv_log_store_read_count
                .with_guarded_label_values(&[
                    "total",
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            let total_read_size = metrics
                .sync_kv_log_store_read_size
                .with_guarded_label_values(&[
                    "total",
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            const READ_PERSISTENT_LOG: &str = "persistent_log";
            const READ_FLUSHED_BUFFER: &str = "flushed_buffer";

            let persistent_log_read_size = metrics
                .sync_kv_log_store_read_size
                .with_guarded_label_values(&[
                    READ_PERSISTENT_LOG,
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            let persistent_log_read_count = metrics
                .sync_kv_log_store_read_count
                .with_guarded_label_values(&[
                    READ_PERSISTENT_LOG,
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            let flushed_buffer_read_size = metrics
                .sync_kv_log_store_read_size
                .with_guarded_label_values(&[
                    READ_FLUSHED_BUFFER,
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            let flushed_buffer_read_count = metrics
                .sync_kv_log_store_read_count
                .with_guarded_label_values(&[
                    READ_FLUSHED_BUFFER,
                    &actor_id_str,
                    target,
                    &fragment_id_str,
                    name,
                ]);

            Self {
                unclean_state,
                clean_state,
                wait_next_poll_ns,
                storage_write_size,
                storage_write_count,
                pause_duration_ns: storage_pause_duration_ns,
                buffer_unconsumed_item_count,
                buffer_unconsumed_row_count,
                buffer_unconsumed_epoch_count,
                buffer_unconsumed_min_epoch,
                buffer_read_count,
                buffer_read_size,
                total_read_count,
                total_read_size,
                persistent_log_read_metrics: KvLogStoreReadMetrics {
                    storage_read_size: persistent_log_read_size,
                    storage_read_count: persistent_log_read_count,
                },
                flushed_buffer_read_metrics: KvLogStoreReadMetrics {
                    storage_read_count: flushed_buffer_read_count,
                    storage_read_size: flushed_buffer_read_size,
                },
            }
        }

        #[cfg(test)]
        pub(crate) fn for_test() -> Self {
            SyncedKvLogStoreMetrics {
                unclean_state: LabelGuardedIntCounter::test_int_counter::<5>(),
                clean_state: LabelGuardedIntCounter::test_int_counter::<5>(),
                wait_next_poll_ns: LabelGuardedIntCounter::test_int_counter::<4>(),
                storage_write_count: LabelGuardedIntCounter::test_int_counter::<4>(),
                storage_write_size: LabelGuardedIntCounter::test_int_counter::<4>(),
                pause_duration_ns: LabelGuardedIntCounter::test_int_counter::<4>(),
                buffer_unconsumed_item_count: LabelGuardedIntGauge::test_int_gauge::<4>(),
                buffer_unconsumed_row_count: LabelGuardedIntGauge::test_int_gauge::<4>(),
                buffer_unconsumed_epoch_count: LabelGuardedIntGauge::test_int_gauge::<4>(),
                buffer_unconsumed_min_epoch: LabelGuardedIntGauge::test_int_gauge::<4>(),
                buffer_read_count: LabelGuardedIntCounter::test_int_counter::<5>(),
                buffer_read_size: LabelGuardedIntCounter::test_int_counter::<5>(),
                total_read_count: LabelGuardedIntCounter::test_int_counter::<5>(),
                total_read_size: LabelGuardedIntCounter::test_int_counter::<5>(),
                persistent_log_read_metrics: KvLogStoreReadMetrics::for_test(),
                flushed_buffer_read_metrics: KvLogStoreReadMetrics::for_test(),
            }
        }
    }
}

type ReadFlushedChunkFuture = BoxFuture<'static, LogStoreResult<(ChunkId, StreamChunk, Epoch)>>;

pub struct SyncedKvLogStoreExecutor<S: StateStore> {
    actor_context: ActorContextRef,
    table_id: TableId,
    metrics: SyncedKvLogStoreMetrics,
    serde: LogStoreRowSerde,

    // Upstream
    upstream: Executor,

    // Log store state
    state_store: S,
    max_buffer_size: usize,

    // Max chunk size when reading from logstore / buffer
    chunk_size: usize,

    pause_duration_ms: Duration,

    aligned: bool,
}
// Stream interface
impl<S: StateStore> SyncedKvLogStoreExecutor<S> {
    #[expect(clippy::too_many_arguments)]
    pub(crate) fn new(
        actor_context: ActorContextRef,
        table_id: TableId,
        metrics: SyncedKvLogStoreMetrics,
        serde: LogStoreRowSerde,
        state_store: S,
        buffer_size: usize,
        chunk_size: usize,
        upstream: Executor,
        pause_duration_ms: Duration,
        aligned: bool,
    ) -> Self {
        Self {
            actor_context,
            table_id,
            metrics,
            serde,
            state_store,
            upstream,
            max_buffer_size: buffer_size,
            chunk_size,
            pause_duration_ms,
            aligned,
        }
    }
}

struct FlushedChunkInfo {
    epoch: u64,
    start_seq_id: SeqId,
    end_seq_id: SeqId,
    flush_info: FlushInfo,
    vnode_bitmap: Bitmap,
}

enum WriteFuture<S: LocalStateStore> {
    /// We trigger a brief pause to let the `ReadFuture` be polled in the following scenarios:
    /// - When seeing an upstream data chunk, when the buffer becomes full, and the state is clean.
    /// - When seeing a checkpoint barrier, when the buffer is not empty, and the state is clean.
    ///
    /// On pausing, we will transition to a dirty state.
    ///
    /// We trigger resume to let the `ReadFuture` to be polled in the following scenarios:
    /// - After the pause duration.
    /// - After the read future consumes a chunk.
    Paused {
        start_instant: Instant,
        sleep_future: Option<Pin<Box<Sleep>>>,
        barrier: Barrier,
        stream: BoxedMessageStream,
        write_state: LogStoreWriteState<S>, // Just used to hold the state
    },
    ReceiveFromUpstream {
        future: StreamFuture<BoxedMessageStream>,
        write_state: LogStoreWriteState<S>,
    },
    FlushingChunk {
        epoch: u64,
        start_seq_id: SeqId,
        end_seq_id: SeqId,
        future: Pin<Box<LogStoreStateWriteChunkFuture<S>>>,
        stream: BoxedMessageStream,
    },
    Empty,
}

enum WriteFutureEvent {
    UpstreamMessageReceived(Message),
    ChunkFlushed(FlushedChunkInfo),
}

impl<S: LocalStateStore> WriteFuture<S> {
    fn flush_chunk(
        stream: BoxedMessageStream,
        write_state: LogStoreWriteState<S>,
        chunk: StreamChunk,
        epoch: u64,
        start_seq_id: SeqId,
        end_seq_id: SeqId,
    ) -> Self {
        tracing::trace!(
            start_seq_id,
            end_seq_id,
            epoch,
            cardinality = chunk.cardinality(),
            "write_future: flushing chunk"
        );
        Self::FlushingChunk {
            epoch,
            start_seq_id,
            end_seq_id,
            future: Box::pin(write_state.into_write_chunk_future(
                chunk,
                epoch,
                start_seq_id,
                end_seq_id,
            )),
            stream,
        }
    }

    fn receive_from_upstream(
        stream: BoxedMessageStream,
        write_state: LogStoreWriteState<S>,
    ) -> Self {
        Self::ReceiveFromUpstream {
            future: stream.into_future(),
            write_state,
        }
    }

    fn paused(
        duration: Duration,
        barrier: Barrier,
        stream: BoxedMessageStream,
        write_state: LogStoreWriteState<S>,
    ) -> Self {
        let now = Instant::now();
        tracing::trace!(?now, ?duration, "write_future_pause");
        Self::Paused {
            start_instant: now,
            sleep_future: Some(Box::pin(sleep_until(now + duration))),
            barrier,
            stream,
            write_state,
        }
    }

    async fn next_event(
        &mut self,
        metrics: &SyncedKvLogStoreMetrics,
    ) -> StreamExecutorResult<(BoxedMessageStream, LogStoreWriteState<S>, WriteFutureEvent)> {
        match self {
            WriteFuture::Paused {
                start_instant,
                sleep_future,
                ..
            } => {
                if let Some(sleep_future) = sleep_future {
                    sleep_future.await;
                    metrics
                        .pause_duration_ns
                        .inc_by(start_instant.elapsed().as_nanos() as _);
                    tracing::trace!("resuming write future");
                }
                must_match!(replace(self, WriteFuture::Empty), WriteFuture::Paused { stream, write_state, barrier, .. } => {
                    Ok((stream, write_state, WriteFutureEvent::UpstreamMessageReceived(Message::Barrier(barrier))))
                })
            }
            WriteFuture::ReceiveFromUpstream { future, .. } => {
                let (opt, stream) = future.await;
                must_match!(replace(self, WriteFuture::Empty), WriteFuture::ReceiveFromUpstream { write_state, .. } => {
                    opt
                    .ok_or_else(|| anyhow!("end of upstream input").into())
                    .and_then(|result| result.map(|item| {
                        (stream, write_state, WriteFutureEvent::UpstreamMessageReceived(item))
                    }))
                })
            }
            WriteFuture::FlushingChunk { future, .. } => {
                let (write_state, result) = future.await;
                let result = must_match!(replace(self, WriteFuture::Empty), WriteFuture::FlushingChunk { epoch, start_seq_id, end_seq_id, stream, ..  } => {
                    result.map(|(flush_info, vnode_bitmap)| {
                        (stream, write_state, WriteFutureEvent::ChunkFlushed(FlushedChunkInfo {
                            epoch,
                            start_seq_id,
                            end_seq_id,
                            flush_info,
                            vnode_bitmap,
                        }))
                    })
                });
                result.map_err(Into::into)
            }
            WriteFuture::Empty => {
                unreachable!("should not be polled after ready")
            }
        }
    }
}

// Stream interface
impl<S: StateStore> SyncedKvLogStoreExecutor<S> {
    #[try_stream(ok= Message, error = StreamExecutorError)]
    pub async fn execute_monitored(self) {
        let wait_next_poll_ns = self.metrics.wait_next_poll_ns.clone();
        #[for_await]
        for message in self.execute_inner() {
            let current_time = Instant::now();
            yield message?;
            wait_next_poll_ns.inc_by(current_time.elapsed().as_nanos() as _);
        }
    }

    #[try_stream(ok = Message, error = StreamExecutorError)]
    async fn execute_inner(self) {
        let mut input = self.upstream.execute();

        // init first epoch + local state store
        let first_barrier = expect_first_barrier(&mut input).await?;
        let first_write_epoch = first_barrier.epoch;
        yield Message::Barrier(first_barrier.clone());

        let local_state_store = self
            .state_store
            .new_local(NewLocalOptions {
                table_id: self.table_id,
                op_consistency_level: OpConsistencyLevel::Inconsistent,
                table_option: TableOption {
                    retention_seconds: None,
                },
                is_replicated: false,
                vnodes: self.serde.vnodes().clone(),
                upload_on_flush: false,
            })
            .await;

        let (mut read_state, mut initial_write_state) = new_log_store_state(
            self.table_id,
            local_state_store,
            self.serde,
            self.chunk_size,
        );
        initial_write_state.init(first_write_epoch).await?;

        let mut pause_stream = first_barrier.is_pause_on_startup();
        let mut initial_write_epoch = first_write_epoch;

        if self.aligned {
            tracing::info!("aligned mode");
            // We want to realign the buffer and the stream.
            // We just block the upstream input stream,
            // and wait until the persisted logstore is empty.
            // Then after that we can consume the input stream.
            let log_store_stream = read_state
                .read_persisted_log_store(
                    self.metrics.persistent_log_read_metrics.clone(),
                    initial_write_epoch.curr,
                    LogStoreReadStateStreamRangeStart::Unbounded,
                )
                .await?;

            #[for_await]
            for message in log_store_stream {
                let (_epoch, message) = message?;
                match message {
                    KvLogStoreItem::Barrier { .. } => {
                        continue;
                    }
                    KvLogStoreItem::StreamChunk { chunk, .. } => {
                        yield Message::Chunk(chunk);
                    }
                }
            }

            let mut realigned_logstore = false;

            #[for_await]
            for message in input {
                match message? {
                    Message::Barrier(barrier) => {
                        let is_checkpoint = barrier.is_checkpoint();
                        let mut progress = LogStoreVnodeProgress::None;
                        progress.apply_aligned(
                            read_state.vnodes().clone(),
                            barrier.epoch.prev,
                            None,
                        );
                        // Truncate the logstore
                        let post_seal = initial_write_state
                            .seal_current_epoch(barrier.epoch.curr, progress.take());
                        let update_vnode_bitmap =
                            barrier.as_update_vnode_bitmap(self.actor_context.id);
                        yield Message::Barrier(barrier);
                        post_seal.post_yield_barrier(update_vnode_bitmap).await?;
                        if !realigned_logstore && is_checkpoint {
                            realigned_logstore = true;
                            tracing::info!("realigned logstore");
                        }
                    }
                    Message::Chunk(chunk) => {
                        yield Message::Chunk(chunk);
                    }
                    Message::Watermark(watermark) => {
                        yield Message::Watermark(watermark);
                    }
                }
            }

            return Ok(());
        }

        // We only recreate the consume stream when:
        // 1. On bootstrap
        // 2. On vnode update
        'recreate_consume_stream: loop {
            let mut seq_id = FIRST_SEQ_ID;
            let mut buffer = SyncedLogStoreBuffer {
                buffer: VecDeque::new(),
                current_size: 0,
                max_size: self.max_buffer_size,
                max_chunk_size: self.chunk_size,
                next_chunk_id: 0,
                metrics: self.metrics.clone(),
                flushed_count: 0,
            };

            let log_store_stream = read_state
                .read_persisted_log_store(
                    self.metrics.persistent_log_read_metrics.clone(),
                    initial_write_epoch.curr,
                    LogStoreReadStateStreamRangeStart::Unbounded,
                )
                .await?;

            let mut log_store_stream = tokio_stream::StreamExt::peekable(log_store_stream);
            let mut clean_state = log_store_stream.peek().await.is_none();
            tracing::trace!(?clean_state);

            let mut read_future_state = ReadFuture::ReadingPersistedStream(log_store_stream);

            let mut write_future_state =
                WriteFuture::receive_from_upstream(input, initial_write_state);

            let mut progress = LogStoreVnodeProgress::None;

            loop {
                let select_result = {
                    let read_future = async {
                        if pause_stream {
                            pending().await
                        } else {
                            read_future_state
                                .next_chunk(&mut progress, &read_state, &mut buffer, &self.metrics)
                                .await
                        }
                    };
                    pin_mut!(read_future);
                    let write_future = write_future_state.next_event(&self.metrics);
                    pin_mut!(write_future);
                    let output = select(write_future, read_future).await;
                    drop_either_future(output)
                };
                match select_result {
                    Either::Left(result) => {
                        // drop the future to ensure that the future must be reset later
                        drop(write_future_state);
                        let (stream, mut write_state, either) = result?;
                        match either {
                            WriteFutureEvent::UpstreamMessageReceived(msg) => {
                                match msg {
                                    Message::Barrier(barrier) => {
                                        if clean_state
                                            && barrier.kind.is_checkpoint()
                                            && !buffer.is_empty()
                                        {
                                            write_future_state = WriteFuture::paused(
                                                self.pause_duration_ms,
                                                barrier,
                                                stream,
                                                write_state,
                                            );
                                            clean_state = false;
                                            self.metrics.unclean_state.inc();
                                        } else {
                                            if let Some(mutation) = barrier.mutation.as_deref() {
                                                match mutation {
                                                    Mutation::Pause => {
                                                        pause_stream = true;
                                                    }
                                                    Mutation::Resume => {
                                                        pause_stream = false;
                                                    }
                                                    _ => {}
                                                }
                                            }
                                            let write_state_post_write_barrier =
                                                Self::write_barrier(
                                                    self.actor_context.id,
                                                    &mut write_state,
                                                    barrier.clone(),
                                                    &self.metrics,
                                                    progress.take(),
                                                    &mut buffer,
                                                )
                                                .await?;
                                            seq_id = FIRST_SEQ_ID;
                                            let update_vnode_bitmap = barrier
                                                .as_update_vnode_bitmap(self.actor_context.id);
                                            let barrier_epoch = barrier.epoch;
                                            tracing::trace!(
                                                ?update_vnode_bitmap,
                                                actor_id = %self.actor_context.id,
                                                "update vnode bitmap"
                                            );

                                            yield Message::Barrier(barrier);

                                            write_state_post_write_barrier
                                                .post_yield_barrier(update_vnode_bitmap.clone())
                                                .await?;
                                            if let Some(vnode_bitmap) = update_vnode_bitmap {
                                                // Apply Vnode Update
                                                read_state.update_vnode_bitmap(vnode_bitmap);
                                                initial_write_epoch = barrier_epoch;
                                                input = stream;
                                                initial_write_state = write_state;
                                                continue 'recreate_consume_stream;
                                            } else {
                                                write_future_state =
                                                    WriteFuture::receive_from_upstream(
                                                        stream,
                                                        write_state,
                                                    );
                                            }
                                        }
                                    }
                                    Message::Chunk(chunk) => {
                                        let start_seq_id = seq_id;
                                        let new_seq_id = seq_id + chunk.cardinality() as SeqId;
                                        let end_seq_id = new_seq_id - 1;
                                        let epoch = write_state.epoch().curr;
                                        tracing::trace!(
                                            start_seq_id,
                                            end_seq_id,
                                            new_seq_id,
                                            epoch,
                                            cardinality = chunk.cardinality(),
                                            "received chunk"
                                        );
                                        if let Some(chunk_to_flush) = buffer.add_or_flush_chunk(
                                            start_seq_id,
                                            end_seq_id,
                                            chunk,
                                            epoch,
                                        ) {
                                            seq_id = new_seq_id;
                                            write_future_state = WriteFuture::flush_chunk(
                                                stream,
                                                write_state,
                                                chunk_to_flush,
                                                epoch,
                                                start_seq_id,
                                                end_seq_id,
                                            );
                                        } else {
                                            seq_id = new_seq_id;
                                            write_future_state = WriteFuture::receive_from_upstream(
                                                stream,
                                                write_state,
                                            );
                                        }
                                    }
                                    // FIXME(kwannoel): This should truncate the logstore,
                                    // it will not bypass like barrier.
                                    Message::Watermark(_watermark) => {
                                        write_future_state =
                                            WriteFuture::receive_from_upstream(stream, write_state);
                                    }
                                }
                            }
                            WriteFutureEvent::ChunkFlushed(FlushedChunkInfo {
                                start_seq_id,
                                end_seq_id,
                                epoch,
                                flush_info,
                                vnode_bitmap,
                            }) => {
                                buffer.add_flushed_item_to_buffer(
                                    start_seq_id,
                                    end_seq_id,
                                    vnode_bitmap,
                                    epoch,
                                );
                                self.metrics
                                    .storage_write_count
                                    .inc_by(flush_info.flush_count as _);
                                self.metrics
                                    .storage_write_size
                                    .inc_by(flush_info.flush_size as _);
                                write_future_state =
                                    WriteFuture::receive_from_upstream(stream, write_state);
                            }
                        }
                    }
                    Either::Right(result) => {
                        if !clean_state
                            && matches!(read_future_state, ReadFuture::Idle)
                            && buffer.is_empty()
                        {
                            clean_state = true;
                            self.metrics.clean_state.inc();

                            // Let write future resume immediately
                            if let WriteFuture::Paused { sleep_future, .. } =
                                &mut write_future_state
                            {
                                tracing::trace!("resuming paused future");
                                assert!(buffer.current_size < self.max_buffer_size);
                                *sleep_future = None;
                            }
                        }
                        let chunk = result?;
                        self.metrics
                            .total_read_count
                            .inc_by(chunk.cardinality() as _);

                        yield Message::Chunk(chunk);
                    }
                }
            }
        }
    }
}

type PersistedStream<S> = Peekable<Pin<Box<LogStoreItemMergeStream<TimeoutAutoRebuildIter<S>>>>>;

enum ReadFuture<S: StateStoreRead> {
    ReadingPersistedStream(PersistedStream<S>),
    ReadingFlushedChunk {
        future: ReadFlushedChunkFuture,
        end_seq_id: SeqId,
    },
    Idle,
}

// Read methods
impl<S: StateStoreRead> ReadFuture<S> {
    async fn next_chunk(
        &mut self,
        progress: &mut LogStoreVnodeProgress,
        read_state: &LogStoreReadState<S>,
        buffer: &mut SyncedLogStoreBuffer,
        metrics: &SyncedKvLogStoreMetrics,
    ) -> StreamExecutorResult<StreamChunk> {
        match self {
            ReadFuture::ReadingPersistedStream(stream) => {
                while let Some((epoch, item)) = stream.try_next().await? {
                    match item {
                        KvLogStoreItem::Barrier { vnodes, .. } => {
                            tracing::trace!(epoch, "read logstore barrier");
                            // update the progress
                            progress.apply_aligned(vnodes, epoch, None);
                            continue;
                        }
                        KvLogStoreItem::StreamChunk {
                            chunk,
                            progress: chunk_progress,
                        } => {
                            tracing::trace!("read logstore chunk of size: {}", chunk.cardinality());
                            progress.apply_per_vnode(epoch, chunk_progress);
                            return Ok(chunk);
                        }
                    }
                }
                *self = ReadFuture::Idle;
            }
            ReadFuture::ReadingFlushedChunk { .. } | ReadFuture::Idle => {}
        }
        match self {
            ReadFuture::ReadingPersistedStream(_) => {
                unreachable!("must have finished read persisted stream when reaching here")
            }
            ReadFuture::ReadingFlushedChunk { .. } => {}
            ReadFuture::Idle => loop {
                let Some((item_epoch, item)) = buffer.pop_front() else {
                    return pending().await;
                };
                match item {
                    LogStoreBufferItem::StreamChunk {
                        chunk,
                        start_seq_id,
                        end_seq_id,
                        flushed,
                        ..
                    } => {
                        metrics.buffer_read_count.inc_by(chunk.cardinality() as _);
                        tracing::trace!(
                            start_seq_id,
                            end_seq_id,
                            flushed,
                            cardinality = chunk.cardinality(),
                            "read buffered chunk of size"
                        );
                        progress.apply_aligned(
                            read_state.vnodes().clone(),
                            item_epoch,
                            Some(end_seq_id),
                        );
                        return Ok(chunk);
                    }
                    LogStoreBufferItem::Flushed {
                        vnode_bitmap,
                        start_seq_id,
                        end_seq_id,
                        chunk_id,
                    } => {
                        tracing::trace!(start_seq_id, end_seq_id, chunk_id, "read flushed chunk");
                        let read_metrics = metrics.flushed_buffer_read_metrics.clone();
                        let future = read_state
                            .read_flushed_chunk(
                                vnode_bitmap,
                                chunk_id,
                                start_seq_id,
                                end_seq_id,
                                item_epoch,
                                read_metrics,
                            )
                            .boxed();
                        *self = ReadFuture::ReadingFlushedChunk { future, end_seq_id };
                        break;
                    }
                    LogStoreBufferItem::Barrier { .. } => {
                        tracing::trace!(item_epoch, "read buffer barrier");
                        progress.apply_aligned(read_state.vnodes().clone(), item_epoch, None);
                        continue;
                    }
                }
            },
        }

        let (future, end_seq_id) = match self {
            ReadFuture::ReadingPersistedStream(_) | ReadFuture::Idle => {
                unreachable!("should be at ReadingFlushedChunk")
            }
            ReadFuture::ReadingFlushedChunk { future, end_seq_id } => (future, *end_seq_id),
        };

        let (_, chunk, epoch) = future.await?;
        progress.apply_aligned(read_state.vnodes().clone(), epoch, Some(end_seq_id));
        tracing::trace!(
            end_seq_id,
            "read flushed chunk of size: {}",
            chunk.cardinality()
        );
        *self = ReadFuture::Idle;
        Ok(chunk)
    }
}

// Write methods
impl<S: StateStore> SyncedKvLogStoreExecutor<S> {
    async fn write_barrier<'a>(
        actor_id: ActorId,
        write_state: &'a mut LogStoreWriteState<S::Local>,
        barrier: Barrier,
        metrics: &SyncedKvLogStoreMetrics,
        progress: LogStoreVnodeProgress,
        buffer: &mut SyncedLogStoreBuffer,
    ) -> StreamExecutorResult<LogStorePostSealCurrentEpoch<'a, S::Local>> {
        tracing::trace!(%actor_id, ?progress, "applying truncation");
        // TODO(kwannoel): As an optimization we can also change flushed chunks to be flushed items
        // to reduce memory consumption of logstore.

        let epoch = barrier.epoch.prev;
        let mut writer = write_state.start_writer(false);
        writer.write_barrier(epoch, barrier.is_checkpoint())?;

        if barrier.is_checkpoint() {
            for (epoch, item) in buffer.buffer.iter_mut().rev() {
                match item {
                    LogStoreBufferItem::StreamChunk {
                        chunk,
                        start_seq_id,
                        end_seq_id,
                        flushed,
                        ..
                    } => {
                        if !*flushed {
                            writer.write_chunk(chunk, *epoch, *start_seq_id, *end_seq_id)?;
                            *flushed = true;
                        } else {
                            break;
                        }
                    }
                    LogStoreBufferItem::Flushed { .. } | LogStoreBufferItem::Barrier { .. } => {}
                }
            }
        }

        // Apply truncation
        let (flush_info, _) = writer.finish().await?;
        metrics
            .storage_write_count
            .inc_by(flush_info.flush_count as _);
        metrics
            .storage_write_size
            .inc_by(flush_info.flush_size as _);
        let post_seal = write_state.seal_current_epoch(barrier.epoch.curr, progress);

        // Add to buffer
        buffer.buffer.push_back((
            epoch,
            LogStoreBufferItem::Barrier {
                is_checkpoint: barrier.is_checkpoint(),
                next_epoch: barrier.epoch.curr,
                add_columns: None,
            },
        ));
        buffer.next_chunk_id = 0;
        buffer.update_unconsumed_buffer_metrics();

        Ok(post_seal)
    }
}

struct SyncedLogStoreBuffer {
    buffer: VecDeque<(u64, LogStoreBufferItem)>,
    current_size: usize,
    max_size: usize,
    max_chunk_size: usize,
    next_chunk_id: ChunkId,
    metrics: SyncedKvLogStoreMetrics,
    flushed_count: usize,
}

impl SyncedLogStoreBuffer {
    fn is_empty(&self) -> bool {
        self.current_size == 0
    }

    fn add_or_flush_chunk(
        &mut self,
        start_seq_id: SeqId,
        end_seq_id: SeqId,
        chunk: StreamChunk,
        epoch: u64,
    ) -> Option<StreamChunk> {
        let current_size = self.current_size;
        let chunk_size = chunk.cardinality();

        tracing::trace!(
            current_size,
            chunk_size,
            max_size = self.max_size,
            "checking chunk size"
        );
        let should_flush_chunk = current_size + chunk_size > self.max_size;
        if should_flush_chunk {
            tracing::trace!(start_seq_id, end_seq_id, epoch, "flushing chunk",);
            Some(chunk)
        } else {
            tracing::trace!(start_seq_id, end_seq_id, epoch, "buffering chunk",);
            self.add_chunk_to_buffer(chunk, start_seq_id, end_seq_id, epoch);
            None
        }
    }

    /// After flushing a chunk, we will preserve a `FlushedItem` inside the buffer.
    /// This doesn't contain any data, but it contains the metadata to read the flushed chunk.
    fn add_flushed_item_to_buffer(
        &mut self,
        start_seq_id: SeqId,
        end_seq_id: SeqId,
        new_vnode_bitmap: Bitmap,
        epoch: u64,
    ) {
        let new_chunk_size = (end_seq_id - start_seq_id + 1) as usize;

        if let Some((
            item_epoch,
            LogStoreBufferItem::Flushed {
                start_seq_id: prev_start_seq_id,
                end_seq_id: prev_end_seq_id,
                vnode_bitmap,
                ..
            },
        )) = self.buffer.back_mut()
            && let flushed_chunk_size = (*prev_end_seq_id - *prev_start_seq_id + 1) as usize
            && let projected_flushed_chunk_size = flushed_chunk_size + new_chunk_size
            && projected_flushed_chunk_size <= self.max_chunk_size
        {
            assert!(
                *prev_end_seq_id < start_seq_id,
                "prev end_seq_id {} should be smaller than current start_seq_id {}",
                end_seq_id,
                start_seq_id
            );
            assert_eq!(
                epoch, *item_epoch,
                "epoch of newly added flushed item must be the same as the last flushed item"
            );
            *prev_end_seq_id = end_seq_id;
            *vnode_bitmap |= new_vnode_bitmap;
        } else {
            let chunk_id = self.next_chunk_id;
            self.next_chunk_id += 1;
            self.buffer.push_back((
                epoch,
                LogStoreBufferItem::Flushed {
                    start_seq_id,
                    end_seq_id,
                    vnode_bitmap: new_vnode_bitmap,
                    chunk_id,
                },
            ));
            self.flushed_count += 1;
            tracing::trace!(
                "adding flushed item to buffer: start_seq_id: {start_seq_id}, end_seq_id: {end_seq_id}, chunk_id: {chunk_id}"
            );
        }
        // FIXME(kwannoel): Seems these metrics are updated _after_ the flush info is reported.
        self.update_unconsumed_buffer_metrics();
    }

    fn add_chunk_to_buffer(
        &mut self,
        chunk: StreamChunk,
        start_seq_id: SeqId,
        end_seq_id: SeqId,
        epoch: u64,
    ) {
        let chunk_id = self.next_chunk_id;
        self.next_chunk_id += 1;
        self.current_size += chunk.cardinality();
        self.buffer.push_back((
            epoch,
            LogStoreBufferItem::StreamChunk {
                chunk,
                start_seq_id,
                end_seq_id,
                flushed: false,
                chunk_id,
            },
        ));
        self.update_unconsumed_buffer_metrics();
    }

    fn pop_front(&mut self) -> Option<(u64, LogStoreBufferItem)> {
        let item = self.buffer.pop_front();
        match &item {
            Some((_, LogStoreBufferItem::Flushed { .. })) => {
                self.flushed_count -= 1;
            }
            Some((_, LogStoreBufferItem::StreamChunk { chunk, .. })) => {
                self.current_size -= chunk.cardinality();
            }
            _ => {}
        }
        self.update_unconsumed_buffer_metrics();
        item
    }

    fn update_unconsumed_buffer_metrics(&self) {
        let mut epoch_count = 0;
        let mut row_count = 0;
        for (_, item) in &self.buffer {
            match item {
                LogStoreBufferItem::StreamChunk { chunk, .. } => {
                    row_count += chunk.cardinality();
                }
                LogStoreBufferItem::Flushed {
                    start_seq_id,
                    end_seq_id,
                    ..
                } => {
                    row_count += (end_seq_id - start_seq_id) as usize;
                }
                LogStoreBufferItem::Barrier { .. } => {
                    epoch_count += 1;
                }
            }
        }
        self.metrics.buffer_unconsumed_epoch_count.set(epoch_count);
        self.metrics.buffer_unconsumed_row_count.set(row_count as _);
        self.metrics
            .buffer_unconsumed_item_count
            .set(self.buffer.len() as _);
        self.metrics.buffer_unconsumed_min_epoch.set(
            self.buffer
                .front()
                .map(|(epoch, _)| *epoch)
                .unwrap_or_default() as _,
        );
    }
}

impl<S> Execute for SyncedKvLogStoreExecutor<S>
where
    S: StateStore,
{
    fn execute(self: Box<Self>) -> BoxedMessageStream {
        self.execute_monitored().boxed()
    }
}

#[cfg(test)]
mod tests {
    use itertools::Itertools;
    use pretty_assertions::assert_eq;
    use risingwave_common::catalog::Field;
    use risingwave_common::hash::VirtualNode;
    use risingwave_common::test_prelude::*;
    use risingwave_common::util::epoch::test_epoch;
    use risingwave_storage::memory::MemoryStateStore;

    use super::*;
    use crate::assert_stream_chunk_eq;
    use crate::common::log_store_impl::kv_log_store::KV_LOG_STORE_V2_INFO;
    use crate::common::log_store_impl::kv_log_store::test_utils::{
        check_stream_chunk_eq, gen_test_log_store_table, test_payload_schema,
    };
    use crate::executor::sync_kv_log_store::metrics::SyncedKvLogStoreMetrics;
    use crate::executor::test_utils::MockSource;

    fn init_logger() {
        let _ = tracing_subscriber::fmt()
            .with_env_filter(tracing_subscriber::EnvFilter::from_default_env())
            .with_ansi(false)
            .try_init();
    }

    // test read/write buffer
    #[tokio::test]
    async fn test_read_write_buffer() {
        init_logger();

        let pk_info = &KV_LOG_STORE_V2_INFO;
        let column_descs = test_payload_schema(pk_info);
        let fields = column_descs
            .into_iter()
            .map(|desc| Field::new(desc.name.clone(), desc.data_type))
            .collect_vec();
        let schema = Schema { fields };
        let stream_key = vec![0];
        let (mut tx, source) = MockSource::channel();
        let source = source.into_executor(schema.clone(), stream_key.clone());

        let vnodes = Some(Arc::new(Bitmap::ones(VirtualNode::COUNT_FOR_TEST)));

        let table = gen_test_log_store_table(pk_info);

        let log_store_executor = SyncedKvLogStoreExecutor::new(
            ActorContext::for_test(123),
            table.id,
            SyncedKvLogStoreMetrics::for_test(),
            LogStoreRowSerde::new(&table, vnodes, pk_info),
            MemoryStateStore::new(),
            10,
            256,
            source,
            Duration::from_millis(256),
            false,
        )
        .boxed();

        // Init
        tx.push_barrier(test_epoch(1), false);

        let chunk_1 = StreamChunk::from_pretty(
            "  I   T
            +  5  10
            +  6  10
            +  8  10
            +  9  10
            +  10 11",
        );

        let chunk_2 = StreamChunk::from_pretty(
            "   I   T
            -   5  10
            -   6  10
            -   8  10
            U-  9  10
            U+ 10  11",
        );

        tx.push_chunk(chunk_1.clone());
        tx.push_chunk(chunk_2.clone());

        let mut stream = log_store_executor.execute();

        match stream.next().await {
            Some(Ok(Message::Barrier(barrier))) => {
                assert_eq!(barrier.epoch.curr, test_epoch(1));
            }
            other => panic!("Expected a barrier message, got {:?}", other),
        }

        match stream.next().await {
            Some(Ok(Message::Chunk(chunk))) => {
                assert_stream_chunk_eq!(chunk, chunk_1);
            }
            other => panic!("Expected a chunk message, got {:?}", other),
        }

        match stream.next().await {
            Some(Ok(Message::Chunk(chunk))) => {
                assert_stream_chunk_eq!(chunk, chunk_2);
            }
            other => panic!("Expected a chunk message, got {:?}", other),
        }

        tx.push_barrier(test_epoch(2), false);

        match stream.next().await {
            Some(Ok(Message::Barrier(barrier))) => {
                assert_eq!(barrier.epoch.curr, test_epoch(2));
            }
            other => panic!("Expected a barrier message, got {:?}", other),
        }
    }

    // test barrier persisted read
    //
    // sequence of events (earliest -> latest):
    // barrier(1) -> chunk(1) -> chunk(2) -> poll(3) items -> barrier(2) -> poll(1) item
    // * poll just means we read from the executor stream.
    #[tokio::test]
    async fn test_barrier_persisted_read() {
        init_logger();

        let pk_info = &KV_LOG_STORE_V2_INFO;
        let column_descs = test_payload_schema(pk_info);
        let fields = column_descs
            .into_iter()
            .map(|desc| Field::new(desc.name.clone(), desc.data_type))
            .collect_vec();
        let schema = Schema { fields };
        let stream_key = vec![0];
        let (mut tx, source) = MockSource::channel();
        let source = source.into_executor(schema.clone(), stream_key.clone());

        let vnodes = Some(Arc::new(Bitmap::ones(VirtualNode::COUNT_FOR_TEST)));

        let table = gen_test_log_store_table(pk_info);

        let log_store_executor = SyncedKvLogStoreExecutor::new(
            ActorContext::for_test(123),
            table.id,
            SyncedKvLogStoreMetrics::for_test(),
            LogStoreRowSerde::new(&table, vnodes, pk_info),
            MemoryStateStore::new(),
            10,
            256,
            source,
            Duration::from_millis(256),
            false,
        )
        .boxed();

        // Init
        tx.push_barrier(test_epoch(1), false);

        let chunk_1 = StreamChunk::from_pretty(
            "  I   T
            +  5  10
            +  6  10
            +  8  10
            +  9  10
            +  10 11",
        );

        let chunk_2 = StreamChunk::from_pretty(
            "   I   T
            -   5  10
            -   6  10
            -   8  10
            U- 10  11
            U+ 10  10",
        );

        tx.push_chunk(chunk_1.clone());
        tx.push_chunk(chunk_2.clone());

        tx.push_barrier(test_epoch(2), false);

        let mut stream = log_store_executor.execute();

        match stream.next().await {
            Some(Ok(Message::Barrier(barrier))) => {
                assert_eq!(barrier.epoch.curr, test_epoch(1));
            }
            other => panic!("Expected a barrier message, got {:?}", other),
        }

        match stream.next().await {
            Some(Ok(Message::Chunk(chunk))) => {
                assert_stream_chunk_eq!(chunk, chunk_1);
            }
            other => panic!("Expected a chunk message, got {:?}", other),
        }

        match stream.next().await {
            Some(Ok(Message::Chunk(chunk))) => {
                assert_stream_chunk_eq!(chunk, chunk_2);
            }
            other => panic!("Expected a chunk message, got {:?}", other),
        }

        match stream.next().await {
            Some(Ok(Message::Barrier(barrier))) => {
                assert_eq!(barrier.epoch.curr, test_epoch(2));
            }
            other => panic!("Expected a barrier message, got {:?}", other),
        }
    }

    // When we hit buffer max_chunk, we only store placeholder `FlushedItem`.
    // So we just let capacity = 0, and we will always flush incoming chunks to state store.
    #[tokio::test]
    async fn test_max_chunk_persisted_read() {
        init_logger();

        let pk_info = &KV_LOG_STORE_V2_INFO;
        let column_descs = test_payload_schema(pk_info);
        let fields = column_descs
            .into_iter()
            .map(|desc| Field::new(desc.name.clone(), desc.data_type))
            .collect_vec();
        let schema = Schema { fields };
        let stream_key = vec![0];
        let (mut tx, source) = MockSource::channel();
        let source = source.into_executor(schema.clone(), stream_key.clone());

        let vnodes = Some(Arc::new(Bitmap::ones(VirtualNode::COUNT_FOR_TEST)));

        let table = gen_test_log_store_table(pk_info);

        let log_store_executor = SyncedKvLogStoreExecutor::new(
            ActorContext::for_test(123),
            table.id,
            SyncedKvLogStoreMetrics::for_test(),
            LogStoreRowSerde::new(&table, vnodes, pk_info),
            MemoryStateStore::new(),
            0,
            256,
            source,
            Duration::from_millis(256),
            false,
        )
        .boxed();

        // Init
        tx.push_barrier(test_epoch(1), false);

        let chunk_1 = StreamChunk::from_pretty(
            "  I   T
            +  5  10
            +  6  10
            +  8  10
            +  9  10
            +  10 11",
        );

        let chunk_2 = StreamChunk::from_pretty(
            "   I   T
            -   5  10
            -   6  10
            -   8  10
            U- 10  11
            U+ 10  10",
        );

        tx.push_chunk(chunk_1.clone());
        tx.push_chunk(chunk_2.clone());

        tx.push_barrier(test_epoch(2), false);

        let mut stream = log_store_executor.execute();

        for i in 1..=2 {
            match stream.next().await {
                Some(Ok(Message::Barrier(barrier))) => {
                    assert_eq!(barrier.epoch.curr, test_epoch(i));
                }
                other => panic!("Expected a barrier message, got {:?}", other),
            }
        }

        match stream.next().await {
            Some(Ok(Message::Chunk(actual))) => {
                let expected = StreamChunk::from_pretty(
                    "   I   T
                    +   5  10
                    +   6  10
                    +   8  10
                    +   9  10
                    +  10  11
                    -   5  10
                    -   6  10
                    -   8  10
                    U- 10  11
                    U+ 10  10",
                );
                assert_stream_chunk_eq!(actual, expected);
            }
            other => panic!("Expected a chunk message, got {:?}", other),
        }
    }
}