risingwave_storage/hummock/iterator/

skip_watermark.rs

// 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::cmp::Ordering;
use std::collections::{BTreeMap, VecDeque};

use bytes::Bytes;
use risingwave_common::catalog::TableId;
use risingwave_common::hash::VirtualNode;
use risingwave_common::row::Row;
use risingwave_common::types::Datum;
use risingwave_common::util::row_serde::OrderedRowSerde;
use risingwave_hummock_sdk::compaction_group::hummock_version_ext::safe_epoch_read_table_watermarks_impl;
use risingwave_hummock_sdk::key::FullKey;
use risingwave_hummock_sdk::table_stats::{TableStats, TableStatsMap, add_table_stats_map};
use risingwave_hummock_sdk::table_watermark::{
    ReadTableWatermark, TableWatermarks, WatermarkDirection,
};

use super::SkipWatermarkState;
use crate::compaction_catalog_manager::{CompactionCatalogAgentRef, ValueWatermarkColumnSerdeRef};
use crate::hummock::HummockResult;
use crate::hummock::iterator::{Forward, HummockIterator, ValueMeta};
use crate::hummock::value::HummockValue;
use crate::monitor::StoreLocalStatistic;

pub struct SkipWatermarkIterator<I, S> {
    inner: I,
    state: S,
    /// The stats of skipped key-value pairs for each table.
    skipped_entry_table_stats: TableStatsMap,
    /// The id of table currently undergoing processing.
    last_table_id: Option<TableId>,
    /// The stats of table currently undergoing processing.
    last_table_stats: TableStats,
}

impl<I: HummockIterator<Direction = Forward>, S: SkipWatermarkState> SkipWatermarkIterator<I, S> {
    pub fn new(inner: I, state: S) -> Self {
        Self {
            inner,
            state,
            skipped_entry_table_stats: TableStatsMap::default(),
            last_table_id: None,
            last_table_stats: TableStats::default(),
        }
    }

    fn reset_watermark(&mut self) {
        self.state.reset_watermark();
    }

    fn reset_skipped_entry_table_stats(&mut self) {
        self.skipped_entry_table_stats = TableStatsMap::default();
        self.last_table_id = None;
        self.last_table_stats = TableStats::default();
    }

    /// Advance the key until iterator invalid or the current key will not be filtered by the latest watermark.
    /// Calling this method should ensure that the first remaining watermark has been advanced to the current key.
    ///
    /// Return a flag indicating whether should later advance the watermark.
    async fn advance_key_and_watermark(&mut self) -> HummockResult<()> {
        // advance key and watermark in an interleave manner until nothing
        // changed after the method is called.
        while self.inner.is_valid() {
            if !self
                .state
                .should_delete(&self.inner.key(), self.inner.value())
            {
                break;
            }

            if self
                .last_table_id
                .is_none_or(|last_table_id| last_table_id != self.inner.key().user_key.table_id)
            {
                self.add_last_table_stats();
                self.last_table_id = Some(self.inner.key().user_key.table_id);
            }
            self.last_table_stats.total_key_count -= 1;
            self.last_table_stats.total_key_size -= self.inner.key().encoded_len() as i64;
            self.last_table_stats.total_value_size -= self.inner.value().encoded_len() as i64;

            self.inner.next().await?;
        }
        self.add_last_table_stats();
        Ok(())
    }

    fn add_last_table_stats(&mut self) {
        let Some(last_table_id) = self.last_table_id.take() else {
            return;
        };
        let delta = std::mem::take(&mut self.last_table_stats);
        let e = self
            .skipped_entry_table_stats
            .entry(last_table_id)
            .or_default();
        e.total_key_count += delta.total_key_count;
        e.total_key_size += delta.total_key_size;
        e.total_value_size += delta.total_value_size;
    }
}

impl<I: HummockIterator<Direction = Forward>, S: SkipWatermarkState> HummockIterator
    for SkipWatermarkIterator<I, S>
{
    type Direction = Forward;

    async fn next(&mut self) -> HummockResult<()> {
        self.inner.next().await?;
        // Check whether there is any remaining watermark and return early to
        // avoid calling the async `advance_key_and_watermark`, since in benchmark
        // performance downgrade is observed without this early return.
        if self.state.has_watermark() {
            self.advance_key_and_watermark().await?;
        }
        Ok(())
    }

    fn key(&self) -> FullKey<&[u8]> {
        self.inner.key()
    }

    fn value(&self) -> HummockValue<&[u8]> {
        self.inner.value()
    }

    fn is_valid(&self) -> bool {
        self.inner.is_valid()
    }

    async fn rewind(&mut self) -> HummockResult<()> {
        self.reset_watermark();
        self.reset_skipped_entry_table_stats();
        self.inner.rewind().await?;
        self.advance_key_and_watermark().await?;
        Ok(())
    }

    async fn seek<'a>(&'a mut self, key: FullKey<&'a [u8]>) -> HummockResult<()> {
        self.reset_watermark();
        self.reset_skipped_entry_table_stats();
        self.inner.seek(key).await?;
        self.advance_key_and_watermark().await?;
        Ok(())
    }

    fn collect_local_statistic(&self, stats: &mut StoreLocalStatistic) {
        add_table_stats_map(
            &mut stats.skipped_by_watermark_table_stats,
            &self.skipped_entry_table_stats,
        );
        self.inner.collect_local_statistic(stats)
    }

    fn value_meta(&self) -> ValueMeta {
        self.inner.value_meta()
    }
}
pub struct PkPrefixSkipWatermarkState {
    watermarks: BTreeMap<TableId, ReadTableWatermark>,
    remain_watermarks: VecDeque<(TableId, VirtualNode, WatermarkDirection, Bytes)>,
}

impl SkipWatermarkState for PkPrefixSkipWatermarkState {
    #[inline(always)]
    fn has_watermark(&self) -> bool {
        !self.remain_watermarks.is_empty()
    }

    fn should_delete(&mut self, key: &FullKey<&[u8]>, value: HummockValue<&[u8]>) -> bool {
        if let Some((table_id, vnode, direction, watermark)) = self.remain_watermarks.front() {
            let key_table_id = key.user_key.table_id;
            let (key_vnode, inner_key) = key.user_key.table_key.split_vnode();
            match (&key_table_id, &key_vnode).cmp(&(table_id, vnode)) {
                Ordering::Less => {
                    return false;
                }
                Ordering::Equal => {
                    return direction.key_filter_by_watermark(inner_key, watermark);
                }
                Ordering::Greater => {
                    // The current key has advanced over the watermark.
                    // We may advance the watermark before advancing the key.
                    return self.advance_watermark(key, value);
                }
            }
        }
        false
    }

    fn reset_watermark(&mut self) {
        self.remain_watermarks = self
            .watermarks
            .iter()
            .flat_map(|(table_id, read_watermarks)| {
                read_watermarks
                    .vnode_watermarks
                    .iter()
                    .map(|(vnode, watermarks)| {
                        (
                            *table_id,
                            *vnode,
                            read_watermarks.direction,
                            watermarks.clone(),
                        )
                    })
            })
            .collect();
    }

    /// Advance watermark until no watermark remains or the first watermark can possibly
    /// filter out the current or future key.
    ///
    /// Return a flag indicating whether the current key will be filtered by the current watermark.
    fn advance_watermark(&mut self, key: &FullKey<&[u8]>, _value: HummockValue<&[u8]>) -> bool {
        let key_table_id = key.user_key.table_id;
        let (key_vnode, inner_key) = key.user_key.table_key.split_vnode();
        while let Some((table_id, vnode, direction, watermark)) = self.remain_watermarks.front() {
            match (table_id, vnode).cmp(&(&key_table_id, &key_vnode)) {
                Ordering::Less => {
                    self.remain_watermarks.pop_front();
                    continue;
                }
                Ordering::Equal => {
                    match direction {
                        WatermarkDirection::Ascending => {
                            match inner_key.cmp(watermark.as_ref()) {
                                Ordering::Less => {
                                    // The current key will be filtered by the watermark.
                                    // Return true to further advance the key.
                                    return true;
                                }
                                Ordering::Equal | Ordering::Greater => {
                                    // The current key has passed the watermark.
                                    // Advance the next watermark.
                                    self.remain_watermarks.pop_front();
                                    // Since it is impossible for a (table_id, vnode) tuple to have multiple
                                    // watermark, after the pop_front, the next (table_id, vnode) must have
                                    // exceeded the current key, and we can directly return and mark that the
                                    // current key is not filtered by the watermark at the front.
                                    #[cfg(debug_assertions)]
                                    {
                                        if let Some((next_table_id, next_vnode, _, _)) =
                                            self.remain_watermarks.front()
                                        {
                                            assert!(
                                                (next_table_id, next_vnode)
                                                    > (&key_table_id, &key_vnode)
                                            );
                                        }
                                    }
                                    return false;
                                }
                            }
                        }
                        WatermarkDirection::Descending => {
                            return match inner_key.cmp(watermark.as_ref()) {
                                // Current key as not reached the watermark. Just return.
                                Ordering::Less | Ordering::Equal => false,
                                // Current key will be filtered by the watermark.
                                // Return true to further advance the key.
                                Ordering::Greater => true,
                            };
                        }
                    }
                }
                Ordering::Greater => {
                    return false;
                }
            }
        }
        false
    }
}

impl PkPrefixSkipWatermarkState {
    pub fn new(watermarks: BTreeMap<TableId, ReadTableWatermark>) -> Self {
        Self {
            remain_watermarks: VecDeque::new(),
            watermarks,
        }
    }

    pub fn from_safe_epoch_watermarks(
        safe_epoch_watermarks: BTreeMap<TableId, TableWatermarks>,
    ) -> Self {
        let watermarks = safe_epoch_read_table_watermarks_impl(safe_epoch_watermarks);
        Self::new(watermarks)
    }
}

pub struct NonPkPrefixSkipWatermarkState {
    watermarks: BTreeMap<TableId, ReadTableWatermark>,
    remain_watermarks: VecDeque<(TableId, VirtualNode, WatermarkDirection, Datum)>,
    compaction_catalog_agent_ref: CompactionCatalogAgentRef,

    last_serde: Option<(OrderedRowSerde, OrderedRowSerde, usize)>,
    last_table_id: Option<TableId>,
}

impl NonPkPrefixSkipWatermarkState {
    pub fn new(
        watermarks: BTreeMap<TableId, ReadTableWatermark>,
        compaction_catalog_agent_ref: CompactionCatalogAgentRef,
    ) -> Self {
        Self {
            remain_watermarks: VecDeque::new(),
            watermarks,
            compaction_catalog_agent_ref,
            last_serde: None,
            last_table_id: None,
        }
    }

    pub fn from_safe_epoch_watermarks(
        safe_epoch_watermarks: BTreeMap<TableId, TableWatermarks>,
        compaction_catalog_agent_ref: CompactionCatalogAgentRef,
    ) -> Self {
        let watermarks = safe_epoch_read_table_watermarks_impl(safe_epoch_watermarks);
        Self::new(watermarks, compaction_catalog_agent_ref)
    }
}

impl SkipWatermarkState for NonPkPrefixSkipWatermarkState {
    #[inline(always)]
    fn has_watermark(&self) -> bool {
        !self.remain_watermarks.is_empty()
    }

    fn should_delete(&mut self, key: &FullKey<&[u8]>, value: HummockValue<&[u8]>) -> bool {
        if let Some((table_id, vnode, direction, watermark)) = self.remain_watermarks.front() {
            let key_table_id = key.user_key.table_id;
            {
                if self
                    .last_table_id
                    .is_none_or(|last_table_id| last_table_id != key_table_id)
                {
                    self.last_table_id = Some(key_table_id);
                }
            }

            let (key_vnode, inner_key) = key.user_key.table_key.split_vnode();
            match (&key_table_id, &key_vnode).cmp(&(table_id, vnode)) {
                Ordering::Less => {
                    return false;
                }
                Ordering::Equal => {
                    if self.last_serde.is_none() {
                        self.last_serde =
                            self.compaction_catalog_agent_ref.watermark_serde(*table_id);
                    }
                    let (pk_prefix_serde, watermark_col_serde, watermark_col_idx_in_pk) =
                        self.last_serde.as_ref().unwrap();
                    let row = pk_prefix_serde
                        .deserialize(inner_key)
                        .unwrap_or_else(|_| {
                            panic!("Failed to deserialize pk_prefix inner_key {:?} serde data_types {:?} order_types {:?}", inner_key, pk_prefix_serde.get_data_types(), pk_prefix_serde.get_order_types());
                        });
                    let watermark_col_in_pk = row.datum_at(*watermark_col_idx_in_pk);
                    return direction.datum_filter_by_watermark(
                        watermark_col_in_pk,
                        watermark,
                        watermark_col_serde.get_order_types()[0],
                    );
                }
                Ordering::Greater => {
                    // The current key has advanced over the watermark.
                    // We may advance the watermark before advancing the key.
                    return self.advance_watermark(key, value);
                }
            }
        }
        false
    }

    fn reset_watermark(&mut self) {
        self.last_serde = None;
        self.remain_watermarks = self
            .watermarks
            .iter()
            .flat_map(|(table_id, read_watermarks)| {
                let watermark_serde = self.compaction_catalog_agent_ref.watermark_serde(*table_id).map(|(_pk_serde, watermark_serde, _watermark_col_idx_in_pk)| watermark_serde);

                read_watermarks
                    .vnode_watermarks
                    .iter()
                    .flat_map(move |(vnode, watermarks)| {
                        // TODO(ttl): if the watermark column is in the value, we may get a `None` here, support it.
                        let watermark_serde = watermark_serde.as_ref()?;
                        Some((
                            *table_id,
                            *vnode,
                            read_watermarks.direction,
                            {
                                let row = watermark_serde
                                .deserialize(watermarks).unwrap_or_else(|_| {
                                    panic!("Failed to deserialize watermark {:?} serde data_types {:?} order_types {:?}", watermarks, watermark_serde.get_data_types(), watermark_serde.get_order_types());
                                });
                                row[0].clone()
                            },
                        ))
                    })
            })
            .collect();
    }

    fn advance_watermark(&mut self, key: &FullKey<&[u8]>, _value: HummockValue<&[u8]>) -> bool {
        let key_table_id = key.user_key.table_id;
        let (key_vnode, inner_key) = key.user_key.table_key.split_vnode();
        while let Some((table_id, vnode, direction, watermark)) = self.remain_watermarks.front() {
            match (table_id, vnode).cmp(&(&key_table_id, &key_vnode)) {
                Ordering::Less => {
                    self.remain_watermarks.pop_front();
                    self.last_serde = None;
                    continue;
                }
                Ordering::Equal => {
                    if self.last_serde.is_none() {
                        self.last_serde =
                            self.compaction_catalog_agent_ref.watermark_serde(*table_id);
                    }
                    let (pk_prefix_serde, watermark_col_serde, watermark_col_idx_in_pk) =
                        self.last_serde.as_ref().unwrap();

                    let row = pk_prefix_serde
                        .deserialize(inner_key)
                        .unwrap_or_else(|_| {
                            panic!("Failed to deserialize pk_prefix inner_key {:?} serde data_types {:?} order_types {:?}", inner_key, pk_prefix_serde.get_data_types(), pk_prefix_serde.get_order_types());
                        });
                    let watermark_col_in_pk = row.datum_at(*watermark_col_idx_in_pk);

                    return direction.datum_filter_by_watermark(
                        watermark_col_in_pk,
                        watermark,
                        watermark_col_serde.get_order_types()[0],
                    );
                }
                Ordering::Greater => {
                    return false;
                }
            }
        }
        false
    }
}

pub type PkPrefixSkipWatermarkIterator<I> = SkipWatermarkIterator<I, PkPrefixSkipWatermarkState>;

pub type NonPkPrefixSkipWatermarkIterator<I> =
    SkipWatermarkIterator<I, NonPkPrefixSkipWatermarkState>;

pub type ValueSkipWatermarkIterator<I> = SkipWatermarkIterator<I, ValueSkipWatermarkState>;

pub struct ValueSkipWatermarkState {
    pub watermarks: BTreeMap<TableId, ReadTableWatermark>,
    remain_watermarks: VecDeque<(TableId, VirtualNode, WatermarkDirection, Bytes)>,
    compaction_catalog_agent_ref: CompactionCatalogAgentRef,
    last_serde: Option<ValueWatermarkColumnSerdeRef>,
    last_table_id: Option<TableId>,
}

impl ValueSkipWatermarkState {
    pub fn new(
        watermarks: BTreeMap<TableId, ReadTableWatermark>,
        compaction_catalog_agent_ref: CompactionCatalogAgentRef,
    ) -> Self {
        Self {
            remain_watermarks: VecDeque::new(),
            watermarks,
            compaction_catalog_agent_ref,
            last_serde: None,
            last_table_id: None,
        }
    }

    pub fn from_safe_epoch_watermarks(
        safe_epoch_watermarks: BTreeMap<TableId, TableWatermarks>,
        compaction_catalog_agent_ref: CompactionCatalogAgentRef,
    ) -> Self {
        let watermarks = safe_epoch_read_table_watermarks_impl(safe_epoch_watermarks);
        Self::new(watermarks, compaction_catalog_agent_ref)
    }

    pub fn may_delete(&self, key: &FullKey<&[u8]>) -> bool {
        let table_id = key.user_key.table_id;
        self.watermarks.contains_key(&table_id)
    }
}

impl SkipWatermarkState for ValueSkipWatermarkState {
    #[inline(always)]
    fn has_watermark(&self) -> bool {
        !self.remain_watermarks.is_empty()
    }

    fn should_delete(&mut self, key: &FullKey<&[u8]>, value: HummockValue<&[u8]>) -> bool {
        if let Some((table_id, vnode, direction, watermark)) = self.remain_watermarks.front() {
            let key_table_id = key.user_key.table_id;
            let key_vnode = key.user_key.table_key.vnode_part();
            if self
                .last_table_id
                .is_none_or(|last_table_id| last_table_id != key_table_id)
            {
                self.last_table_id = Some(key_table_id);
            }
            match (&key_table_id, &key_vnode).cmp(&(table_id, vnode)) {
                Ordering::Less => {
                    return false;
                }
                Ordering::Equal => {
                    let HummockValue::Put(value) = value else {
                        return false;
                    };
                    if self.last_serde.is_none() {
                        self.last_serde = self
                            .compaction_catalog_agent_ref
                            .value_watermark_serde(*table_id);
                    }
                    let last_serde = self.last_serde.as_ref().unwrap();
                    let Ok(watermark_column_value) = last_serde.deserialize(value) else {
                        tracing::error!(
                            ?table_id,
                            ?vnode,
                            ?value,
                            "Failed to deserialize watermark column"
                        );
                        return false;
                    };
                    let Some(watermark_column_value) = watermark_column_value else {
                        tracing::debug!(
                            ?table_id,
                            ?vnode,
                            ?value,
                            "The specified watermark column was not found in the value, likely due to the use of a non-current catalog. Restarting the compactor should resolve this issue."
                        );
                        return false;
                    };
                    return direction.key_filter_by_watermark(&watermark_column_value, watermark);
                }
                Ordering::Greater => {
                    // The current key has advanced over the watermark.
                    // We may advance the watermark before advancing the key.
                    return self.advance_watermark(key, value);
                }
            }
        }
        false
    }

    fn reset_watermark(&mut self) {
        self.last_serde = None;
        self.remain_watermarks = self
            .watermarks
            .iter()
            .flat_map(|(table_id, read_watermarks)| {
                read_watermarks
                    .vnode_watermarks
                    .iter()
                    .map(|(vnode, watermarks)| {
                        (
                            *table_id,
                            *vnode,
                            read_watermarks.direction,
                            watermarks.clone(),
                        )
                    })
            })
            .collect();
    }

    fn advance_watermark(&mut self, key: &FullKey<&[u8]>, value: HummockValue<&[u8]>) -> bool {
        let key_table_id = key.user_key.table_id;
        let key_vnode = key.user_key.table_key.vnode_part();
        while let Some((table_id, vnode, direction, watermark)) = self.remain_watermarks.front() {
            match (table_id, vnode).cmp(&(&key_table_id, &key_vnode)) {
                Ordering::Less => {
                    self.remain_watermarks.pop_front();
                    self.last_serde = None;
                    continue;
                }
                Ordering::Equal => {
                    let HummockValue::Put(value) = value else {
                        return false;
                    };
                    if self.last_serde.is_none() {
                        self.last_serde = self
                            .compaction_catalog_agent_ref
                            .value_watermark_serde(*table_id);
                    }
                    let last_serde = self.last_serde.as_ref().unwrap();
                    let Ok(watermark_column_value) = last_serde.deserialize(value) else {
                        tracing::error!(
                            ?table_id,
                            ?vnode,
                            ?value,
                            "Failed to deserialize watermark column."
                        );
                        return false;
                    };
                    let Some(watermark_column_value) = watermark_column_value else {
                        tracing::warn!(
                            ?table_id,
                            ?vnode,
                            ?value,
                            "The specified watermark column was not found in the value, likely due to the use of a non-current catalog. Restarting the compactor should resolve this issue."
                        );
                        return false;
                    };
                    return direction.key_filter_by_watermark(&watermark_column_value, watermark);
                }
                Ordering::Greater => {
                    return false;
                }
            }
        }
        false
    }
}

#[cfg(test)]
mod tests {
    use std::collections::{BTreeMap, HashMap};
    use std::iter::{empty, once};
    use std::sync::Arc;

    use bytes::Bytes;
    use itertools::Itertools;
    use risingwave_common::catalog::TableId;
    use risingwave_common::hash::VirtualNode;
    use risingwave_common::row::{OwnedRow, RowExt};
    use risingwave_common::types::{DataType, ScalarImpl};
    use risingwave_common::util::epoch::test_epoch;
    use risingwave_common::util::row_serde::OrderedRowSerde;
    use risingwave_common::util::sort_util::OrderType;
    use risingwave_hummock_sdk::EpochWithGap;
    use risingwave_hummock_sdk::key::{FullKey, TableKey, UserKey, gen_key_from_str};
    use risingwave_hummock_sdk::table_watermark::{ReadTableWatermark, WatermarkDirection};

    use super::PkPrefixSkipWatermarkState;
    use crate::compaction_catalog_manager::{
        CompactionCatalogAgent, FilterKeyExtractorImpl, FullKeyFilterKeyExtractor,
    };
    use crate::hummock::iterator::{
        HummockIterator, MergeIterator, NonPkPrefixSkipWatermarkIterator,
        NonPkPrefixSkipWatermarkState, PkPrefixSkipWatermarkIterator,
    };
    use crate::hummock::shared_buffer::shared_buffer_batch::{
        SharedBufferBatch, SharedBufferValue,
    };
    use crate::row_serde::row_serde_util::{serialize_pk, serialize_pk_with_vnode};

    const EPOCH: u64 = test_epoch(1);
    const TABLE_ID: TableId = TableId::new(233);

    async fn assert_iter_eq(
        mut first: Option<impl HummockIterator>,
        mut second: impl HummockIterator,
        seek_key: Option<(usize, usize)>,
    ) {
        if let Some((vnode, key_index)) = seek_key {
            let (seek_key, _) = gen_key_value(vnode, key_index);
            let full_key = FullKey {
                user_key: UserKey {
                    table_id: TABLE_ID,
                    table_key: seek_key,
                },
                epoch_with_gap: EpochWithGap::new_from_epoch(EPOCH),
            };
            if let Some(first) = &mut first {
                first.seek(full_key.to_ref()).await.unwrap();
            }
            second.seek(full_key.to_ref()).await.unwrap()
        } else {
            if let Some(first) = &mut first {
                first.rewind().await.unwrap();
            }
            second.rewind().await.unwrap();
        }

        if let Some(first) = &mut first {
            while first.is_valid() {
                assert!(second.is_valid());
                let first_key = first.key();
                let second_key = second.key();
                assert_eq!(first_key, second_key);
                assert_eq!(first.value(), second.value());
                first.next().await.unwrap();
                second.next().await.unwrap();
            }
        }
        assert!(!second.is_valid());
    }

    fn build_batch(
        pairs: impl Iterator<Item = (TableKey<Bytes>, SharedBufferValue<Bytes>)>,
        table_id: TableId,
    ) -> Option<SharedBufferBatch> {
        let pairs: Vec<_> = pairs.collect();
        if pairs.is_empty() {
            None
        } else {
            Some(SharedBufferBatch::for_test(pairs, EPOCH, table_id))
        }
    }

    fn filter_with_watermarks(
        iter: impl Iterator<Item = (TableKey<Bytes>, SharedBufferValue<Bytes>)>,
        table_watermarks: ReadTableWatermark,
    ) -> impl Iterator<Item = (TableKey<Bytes>, SharedBufferValue<Bytes>)> {
        iter.filter(move |(key, _)| {
            if let Some(watermark) = table_watermarks.vnode_watermarks.get(&key.vnode_part()) {
                !table_watermarks
                    .direction
                    .key_filter_by_watermark(key.key_part(), watermark)
            } else {
                true
            }
        })
    }

    fn gen_inner_key(index: usize) -> String {
        format!("key{:5}", index)
    }

    async fn test_watermark(
        watermarks: impl IntoIterator<Item = (usize, usize)>,
        direction: WatermarkDirection,
    ) {
        let test_index: [(usize, usize); 7] =
            [(0, 2), (0, 3), (0, 4), (1, 1), (1, 3), (4, 2), (8, 1)];
        let items = test_index
            .iter()
            .map(|(vnode, key_index)| gen_key_value(*vnode, *key_index))
            .collect_vec();

        let read_watermark = ReadTableWatermark {
            direction,
            vnode_watermarks: BTreeMap::from_iter(watermarks.into_iter().map(
                |(vnode, key_index)| {
                    (
                        VirtualNode::from_index(vnode),
                        Bytes::from(gen_inner_key(key_index)),
                    )
                },
            )),
        };

        let gen_iters = || {
            let batch = build_batch(
                filter_with_watermarks(items.clone().into_iter(), read_watermark.clone()),
                TABLE_ID,
            );

            let iter = PkPrefixSkipWatermarkIterator::new(
                build_batch(items.clone().into_iter(), TABLE_ID)
                    .unwrap()
                    .into_forward_iter(),
                PkPrefixSkipWatermarkState::new(BTreeMap::from_iter(once((
                    TABLE_ID,
                    read_watermark.clone(),
                )))),
            );
            (batch.map(|batch| batch.into_forward_iter()), iter)
        };
        let (first, second) = gen_iters();
        assert_iter_eq(first, second, None).await;
        for (vnode, key_index) in &test_index {
            let (first, second) = gen_iters();
            assert_iter_eq(first, second, Some((*vnode, *key_index))).await;
        }
        let (last_vnode, last_key_index) = test_index.last().unwrap();
        let (first, second) = gen_iters();
        assert_iter_eq(first, second, Some((*last_vnode, last_key_index + 1))).await;
    }

    fn gen_key_value(vnode: usize, index: usize) -> (TableKey<Bytes>, SharedBufferValue<Bytes>) {
        (
            gen_key_from_str(VirtualNode::from_index(vnode), &gen_inner_key(index)),
            SharedBufferValue::Insert(Bytes::copy_from_slice(
                format!("{}-value-{}", vnode, index).as_bytes(),
            )),
        )
    }

    #[tokio::test]
    async fn test_no_watermark() {
        test_watermark(empty(), WatermarkDirection::Ascending).await;
        test_watermark(empty(), WatermarkDirection::Descending).await;
    }

    #[tokio::test]
    async fn test_too_low_watermark() {
        test_watermark(vec![(0, 0)], WatermarkDirection::Ascending).await;
        test_watermark(vec![(0, 10)], WatermarkDirection::Descending).await;
    }

    #[tokio::test]
    async fn test_single_watermark() {
        test_watermark(vec![(0, 3)], WatermarkDirection::Ascending).await;
        test_watermark(vec![(0, 3)], WatermarkDirection::Descending).await;
    }

    #[tokio::test]
    async fn test_watermark_vnode_no_data() {
        test_watermark(vec![(3, 3)], WatermarkDirection::Ascending).await;
        test_watermark(vec![(3, 3)], WatermarkDirection::Descending).await;
    }

    #[tokio::test]
    async fn test_filter_all() {
        test_watermark(
            vec![(0, 5), (1, 4), (2, 0), (4, 3), (8, 2)],
            WatermarkDirection::Ascending,
        )
        .await;
        test_watermark(
            vec![(0, 0), (1, 0), (2, 0), (4, 0), (8, 0)],
            WatermarkDirection::Descending,
        )
        .await;
    }

    #[tokio::test]
    async fn test_advance_multi_vnode() {
        test_watermark(vec![(1, 2), (8, 0)], WatermarkDirection::Ascending).await;
    }

    #[tokio::test]
    async fn test_non_pk_prefix_watermark() {
        fn gen_key_value(
            vnode: usize,
            col_0: i32,
            col_1: i32,
            col_2: i32,
            col_3: i32,
            pk_serde: &OrderedRowSerde,
            pk_indices: &[usize],
        ) -> (TableKey<Bytes>, SharedBufferValue<Bytes>) {
            let r = OwnedRow::new(vec![
                Some(ScalarImpl::Int32(col_0)),
                Some(ScalarImpl::Int32(col_1)),
                Some(ScalarImpl::Int32(col_2)), // watermark column
                Some(ScalarImpl::Int32(col_3)),
            ]);

            let pk = r.project(pk_indices);

            let k1 = serialize_pk_with_vnode(pk, pk_serde, VirtualNode::from_index(vnode));
            let v1 = SharedBufferValue::Insert(Bytes::copy_from_slice(
                format!("{}-value-{}", vnode, col_2).as_bytes(),
            ));
            (k1, v1)
        }

        let watermark_direction = WatermarkDirection::Ascending;

        let watermark_col_serde =
            OrderedRowSerde::new(vec![DataType::Int32], vec![OrderType::ascending()]);
        let pk_serde = OrderedRowSerde::new(
            vec![DataType::Int32, DataType::Int32, DataType::Int32],
            vec![
                OrderType::ascending(),
                OrderType::ascending(),
                OrderType::ascending(),
            ],
        );

        let pk_indices = vec![0, 2, 3];
        let watermark_col_idx_in_pk = 1;

        {
            // test single vnode
            let shared_buffer_batch = {
                let mut kv_pairs = (0..10)
                    .map(|i| gen_key_value(0, i, 0, i, i, &pk_serde, &pk_indices))
                    .collect_vec();
                kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
                build_batch(kv_pairs.into_iter(), TABLE_ID)
            }
            .unwrap();

            {
                // empty read watermark
                let read_watermark = ReadTableWatermark {
                    direction: watermark_direction,
                    vnode_watermarks: BTreeMap::default(),
                };

                let compaction_catalog_agent_ref = CompactionCatalogAgent::for_test(vec![TABLE_ID]);

                let mut iter = NonPkPrefixSkipWatermarkIterator::new(
                    shared_buffer_batch.clone().into_forward_iter(),
                    NonPkPrefixSkipWatermarkState::new(
                        BTreeMap::from_iter(once((TABLE_ID, read_watermark.clone()))),
                        compaction_catalog_agent_ref,
                    ),
                );

                iter.rewind().await.unwrap();
                assert!(iter.is_valid());
                for i in 0..10 {
                    let (k, _v) = gen_key_value(0, i, 0, i, i, &pk_serde, &pk_indices);
                    assert_eq!(iter.key().user_key.table_key.as_ref(), k.as_ref());
                    iter.next().await.unwrap();
                }
                assert!(!iter.is_valid());
            }

            {
                // test watermark
                let watermark = {
                    let r1 = OwnedRow::new(vec![Some(ScalarImpl::Int32(5))]);
                    serialize_pk(r1, &watermark_col_serde)
                };

                let read_watermark = ReadTableWatermark {
                    direction: watermark_direction,
                    vnode_watermarks: BTreeMap::from_iter(once((
                        VirtualNode::from_index(0),
                        watermark.clone(),
                    ))),
                };

                let full_key_filter_key_extractor =
                    FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor);

                let table_id_to_vnode =
                    HashMap::from_iter(once((TABLE_ID, VirtualNode::COUNT_FOR_TEST)));

                let table_id_to_watermark_serde = HashMap::from_iter(once((
                    TABLE_ID,
                    Some((
                        pk_serde.clone(),
                        watermark_col_serde.clone(),
                        watermark_col_idx_in_pk,
                    )),
                )));

                let compaction_catalog_agent_ref = Arc::new(CompactionCatalogAgent::new(
                    full_key_filter_key_extractor,
                    table_id_to_vnode,
                    table_id_to_watermark_serde,
                    HashMap::default(),
                ));

                let mut iter = NonPkPrefixSkipWatermarkIterator::new(
                    shared_buffer_batch.clone().into_forward_iter(),
                    NonPkPrefixSkipWatermarkState::new(
                        BTreeMap::from_iter(once((TABLE_ID, read_watermark.clone()))),
                        compaction_catalog_agent_ref,
                    ),
                );

                iter.rewind().await.unwrap();
                assert!(iter.is_valid());
                for i in 5..10 {
                    let (k, _v) = gen_key_value(0, i, 0, i, i, &pk_serde, &pk_indices);
                    assert_eq!(iter.key().user_key.table_key.as_ref(), k.as_ref());
                    iter.next().await.unwrap();
                }
                assert!(!iter.is_valid());
            }
        }

        {
            // test multi vnode
            let shared_buffer_batch = {
                let mut kv_pairs = (0..10_i32)
                    .map(|i| gen_key_value(i as usize % 2, 10 - i, 0, i, i, &pk_serde, &pk_indices))
                    .collect_vec();

                kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
                build_batch(kv_pairs.into_iter(), TABLE_ID)
            };

            {
                // test watermark
                let watermark = {
                    let r1 = OwnedRow::new(vec![Some(ScalarImpl::Int32(5))]);
                    serialize_pk(r1, &watermark_col_serde)
                };

                let read_watermark = ReadTableWatermark {
                    direction: watermark_direction,
                    vnode_watermarks: BTreeMap::from_iter(
                        (0..2).map(|i| (VirtualNode::from_index(i), watermark.clone())),
                    ),
                };

                let full_key_filter_key_extractor =
                    FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor);

                let table_id_to_vnode =
                    HashMap::from_iter(once((TABLE_ID, VirtualNode::COUNT_FOR_TEST)));

                let table_id_to_watermark_serde = HashMap::from_iter(once((
                    TABLE_ID,
                    Some((
                        pk_serde.clone(),
                        watermark_col_serde.clone(),
                        watermark_col_idx_in_pk,
                    )),
                )));

                let compaction_catalog_agent_ref = Arc::new(CompactionCatalogAgent::new(
                    full_key_filter_key_extractor,
                    table_id_to_vnode,
                    table_id_to_watermark_serde,
                    HashMap::default(),
                ));

                let mut iter = NonPkPrefixSkipWatermarkIterator::new(
                    shared_buffer_batch.clone().unwrap().into_forward_iter(),
                    NonPkPrefixSkipWatermarkState::new(
                        BTreeMap::from_iter(once((TABLE_ID, read_watermark.clone()))),
                        compaction_catalog_agent_ref,
                    ),
                );

                iter.rewind().await.unwrap();
                assert!(iter.is_valid());
                let mut kv_pairs = (5..10_i32)
                    .map(|i| {
                        let (k, v) =
                            gen_key_value(i as usize % 2, 10 - i, 0, i, i, &pk_serde, &pk_indices);
                        (k, v)
                    })
                    .collect_vec();
                kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
                let mut index = 0;
                while iter.is_valid() {
                    assert!(kv_pairs[index].0.as_ref() == iter.key().user_key.table_key.as_ref());
                    iter.next().await.unwrap();
                    index += 1;
                }
            }

            {
                // test watermark
                let watermark = {
                    let r1 = OwnedRow::new(vec![Some(ScalarImpl::Int32(5))]);
                    serialize_pk(r1, &watermark_col_serde)
                };

                let read_watermark = ReadTableWatermark {
                    direction: watermark_direction,
                    vnode_watermarks: BTreeMap::from_iter(
                        (0..2).map(|i| (VirtualNode::from_index(i), watermark.clone())),
                    ),
                };

                let full_key_filter_key_extractor =
                    FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor);

                let table_id_to_vnode =
                    HashMap::from_iter(once((TABLE_ID, VirtualNode::COUNT_FOR_TEST)));

                let table_id_to_watermark_serde = HashMap::from_iter(once((
                    TABLE_ID,
                    Some((
                        pk_serde.clone(),
                        watermark_col_serde.clone(),
                        watermark_col_idx_in_pk,
                    )),
                )));

                let compaction_catalog_agent_ref = Arc::new(CompactionCatalogAgent::new(
                    full_key_filter_key_extractor,
                    table_id_to_vnode,
                    table_id_to_watermark_serde,
                    HashMap::default(),
                ));

                let mut iter = NonPkPrefixSkipWatermarkIterator::new(
                    shared_buffer_batch.clone().unwrap().into_forward_iter(),
                    NonPkPrefixSkipWatermarkState::new(
                        BTreeMap::from_iter(once((TABLE_ID, read_watermark.clone()))),
                        compaction_catalog_agent_ref,
                    ),
                );

                iter.rewind().await.unwrap();
                assert!(iter.is_valid());
                let mut kv_pairs = (5..10_i32)
                    .map(|i| {
                        let (k, v) =
                            gen_key_value(i as usize % 2, 10 - i, 0, i, i, &pk_serde, &pk_indices);
                        (k, v)
                    })
                    .collect_vec();
                kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
                let mut index = 0;
                while iter.is_valid() {
                    assert!(kv_pairs[index].0.as_ref() == iter.key().user_key.table_key.as_ref());
                    iter.next().await.unwrap();
                    index += 1;
                }
            }

            {
                // test watermark Descending
                let watermark = {
                    let r1 = OwnedRow::new(vec![Some(ScalarImpl::Int32(5))]);
                    serialize_pk(r1, &watermark_col_serde)
                };

                let read_watermark = ReadTableWatermark {
                    direction: WatermarkDirection::Descending,
                    vnode_watermarks: BTreeMap::from_iter(
                        (0..2).map(|i| (VirtualNode::from_index(i), watermark.clone())),
                    ),
                };

                let full_key_filter_key_extractor =
                    FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor);

                let table_id_to_vnode =
                    HashMap::from_iter(once((TABLE_ID, VirtualNode::COUNT_FOR_TEST)));

                let table_id_to_watermark_serde = HashMap::from_iter(once((
                    TABLE_ID,
                    Some((
                        pk_serde.clone(),
                        watermark_col_serde.clone(),
                        watermark_col_idx_in_pk,
                    )),
                )));

                let compaction_catalog_agent_ref = Arc::new(CompactionCatalogAgent::new(
                    full_key_filter_key_extractor,
                    table_id_to_vnode,
                    table_id_to_watermark_serde,
                    HashMap::default(),
                ));

                let mut iter = NonPkPrefixSkipWatermarkIterator::new(
                    shared_buffer_batch.clone().unwrap().into_forward_iter(),
                    NonPkPrefixSkipWatermarkState::new(
                        BTreeMap::from_iter(once((TABLE_ID, read_watermark.clone()))),
                        compaction_catalog_agent_ref,
                    ),
                );

                iter.rewind().await.unwrap();
                assert!(iter.is_valid());
                let mut kv_pairs = (0..=5_i32)
                    .map(|i| {
                        let (k, v) =
                            gen_key_value(i as usize % 2, 10 - i, 0, i, i, &pk_serde, &pk_indices);
                        (k, v)
                    })
                    .collect_vec();
                kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
                let mut index = 0;
                while iter.is_valid() {
                    assert!(kv_pairs[index].0.as_ref() == iter.key().user_key.table_key.as_ref());
                    iter.next().await.unwrap();
                    index += 1;
                }
            }
        }
    }

    #[tokio::test]
    async fn test_mix_watermark() {
        fn gen_key_value(
            vnode: usize,
            col_0: i32,
            col_1: i32,
            col_2: i32,
            col_3: i32,
            pk_serde: &OrderedRowSerde,
            pk_indices: &[usize],
        ) -> (TableKey<Bytes>, SharedBufferValue<Bytes>) {
            let r = OwnedRow::new(vec![
                Some(ScalarImpl::Int32(col_0)),
                Some(ScalarImpl::Int32(col_1)),
                Some(ScalarImpl::Int32(col_2)), // watermark column
                Some(ScalarImpl::Int32(col_3)),
            ]);

            let pk = r.project(pk_indices);

            let k1 = serialize_pk_with_vnode(pk, pk_serde, VirtualNode::from_index(vnode));
            let v1 = SharedBufferValue::Insert(Bytes::copy_from_slice(
                format!("{}-value-{}-{}-{}-{}", vnode, col_0, col_1, col_2, col_3).as_bytes(),
            ));

            (k1, v1)
        }

        let watermark_col_serde =
            OrderedRowSerde::new(vec![DataType::Int32], vec![OrderType::ascending()]);
        let t1_pk_serde = OrderedRowSerde::new(
            vec![DataType::Int32, DataType::Int32, DataType::Int32],
            vec![
                OrderType::ascending(),
                OrderType::ascending(),
                OrderType::ascending(),
            ],
        );

        let t1_pk_indices = vec![0, 2, 3];
        let t1_watermark_col_idx_in_pk = 1;

        let t2_pk_indices = vec![0, 1, 2];

        let t2_pk_serde = OrderedRowSerde::new(
            vec![DataType::Int32, DataType::Int32, DataType::Int32],
            vec![
                OrderType::ascending(),
                OrderType::ascending(),
                OrderType::ascending(),
            ],
        );

        let t1_id = TABLE_ID;
        let t2_id = TableId::from(t1_id.as_raw_id() + 1);

        let t1_shared_buffer_batch = {
            let mut kv_pairs = (0..10_i32)
                .map(|i| {
                    gen_key_value(
                        i as usize % 2,
                        10 - i,
                        0,
                        i,
                        i,
                        &t1_pk_serde,
                        &t1_pk_indices,
                    )
                })
                .collect_vec();

            kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
            build_batch(kv_pairs.into_iter(), t1_id).unwrap()
        };

        let t2_shared_buffer_batch = {
            let mut kv_pairs = (0..10_i32)
                .map(|i| {
                    gen_key_value(
                        i as usize % 2,
                        10 - i,
                        0,
                        0,
                        0,
                        &t2_pk_serde,
                        &t2_pk_indices,
                    )
                })
                .collect_vec();

            kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
            build_batch(kv_pairs.into_iter(), t2_id).unwrap()
        };

        let t1_watermark = {
            let r1 = OwnedRow::new(vec![Some(ScalarImpl::Int32(5))]);
            serialize_pk(r1, &watermark_col_serde)
        };

        let t1_read_watermark = ReadTableWatermark {
            direction: WatermarkDirection::Ascending,
            vnode_watermarks: BTreeMap::from_iter(
                (0..2).map(|i| (VirtualNode::from_index(i), t1_watermark.clone())),
            ),
        };

        let t2_watermark = {
            let r1 = OwnedRow::new(vec![Some(ScalarImpl::Int32(5))]);
            serialize_pk(r1, &watermark_col_serde)
        };

        let t2_read_watermark = ReadTableWatermark {
            direction: WatermarkDirection::Ascending,
            vnode_watermarks: BTreeMap::from_iter(
                (0..2).map(|i| (VirtualNode::from_index(i), t2_watermark.clone())),
            ),
        };

        {
            // test non pk prefix watermark
            let t1_iter = t1_shared_buffer_batch.clone().into_forward_iter();
            let t2_iter = t2_shared_buffer_batch.clone().into_forward_iter();
            let iter_vec = vec![t1_iter, t2_iter];
            let merge_iter = MergeIterator::new(iter_vec);

            let full_key_filter_key_extractor =
                FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor);

            let table_id_to_vnode =
                HashMap::from_iter(once((TABLE_ID, VirtualNode::COUNT_FOR_TEST)));

            let table_id_to_watermark_serde = HashMap::from_iter(once((
                t1_id,
                Some((
                    t1_pk_serde.clone(),
                    watermark_col_serde.clone(),
                    t1_watermark_col_idx_in_pk,
                )),
            )));

            let compaction_catalog_agent_ref = Arc::new(CompactionCatalogAgent::new(
                full_key_filter_key_extractor,
                table_id_to_vnode,
                table_id_to_watermark_serde,
                HashMap::default(),
            ));

            let mut iter = NonPkPrefixSkipWatermarkIterator::new(
                merge_iter,
                NonPkPrefixSkipWatermarkState::new(
                    BTreeMap::from_iter(once((TABLE_ID, t1_read_watermark.clone()))),
                    compaction_catalog_agent_ref,
                ),
            );

            iter.rewind().await.unwrap();
            assert!(iter.is_valid());
            let mut t1_kv_pairs = (5..10_i32)
                .map(|i| {
                    let (k, v) = gen_key_value(
                        i as usize % 2,
                        10 - i,
                        0,
                        i,
                        i,
                        &t1_pk_serde,
                        &t1_pk_indices,
                    );
                    (k, v)
                })
                .collect_vec();

            t1_kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));

            let mut t2_kv_pairs = (0..10_i32)
                .map(|i| {
                    gen_key_value(
                        i as usize % 2,
                        10 - i,
                        0,
                        0,
                        0,
                        &t2_pk_serde,
                        &t2_pk_indices,
                    )
                })
                .collect_vec();

            t2_kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));
            let mut index = 0;
            for _ in 0..t1_kv_pairs.len() {
                assert!(t1_kv_pairs[index].0.as_ref() == iter.key().user_key.table_key.as_ref());
                iter.next().await.unwrap();
                index += 1;
            }

            assert!(iter.is_valid());
            assert_eq!(t1_kv_pairs.len(), index);

            index = 0;
            for _ in 0..t2_kv_pairs.len() {
                assert!(t2_kv_pairs[index].0.as_ref() == iter.key().user_key.table_key.as_ref());
                iter.next().await.unwrap();
                index += 1;
            }

            assert!(!iter.is_valid());
            assert_eq!(t2_kv_pairs.len(), index);
        }

        {
            let t1_iter = t1_shared_buffer_batch.clone().into_forward_iter();
            let t2_iter = t2_shared_buffer_batch.clone().into_forward_iter();
            let iter_vec = vec![t1_iter, t2_iter];
            let merge_iter = MergeIterator::new(iter_vec);

            let full_key_filter_key_extractor =
                FilterKeyExtractorImpl::FullKey(FullKeyFilterKeyExtractor);

            let table_id_to_vnode = HashMap::from_iter(
                vec![
                    (t1_id, VirtualNode::COUNT_FOR_TEST),
                    (t2_id, VirtualNode::COUNT_FOR_TEST),
                ]
                .into_iter(),
            );

            let table_id_to_watermark_serde = HashMap::from_iter(
                vec![
                    (
                        t1_id,
                        Some((
                            t1_pk_serde.clone(),
                            watermark_col_serde.clone(),
                            t1_watermark_col_idx_in_pk,
                        )),
                    ),
                    (t2_id, None),
                ]
                .into_iter(),
            );

            let compaction_catalog_agent_ref = Arc::new(CompactionCatalogAgent::new(
                full_key_filter_key_extractor,
                table_id_to_vnode,
                table_id_to_watermark_serde,
                HashMap::default(),
            ));

            let non_pk_prefix_iter = NonPkPrefixSkipWatermarkIterator::new(
                merge_iter,
                NonPkPrefixSkipWatermarkState::new(
                    BTreeMap::from_iter(once((t1_id, t1_read_watermark.clone()))),
                    compaction_catalog_agent_ref.clone(),
                ),
            );

            let mut mix_iter = PkPrefixSkipWatermarkIterator::new(
                non_pk_prefix_iter,
                PkPrefixSkipWatermarkState::new(BTreeMap::from_iter(once((
                    t2_id,
                    t2_read_watermark.clone(),
                )))),
            );

            mix_iter.rewind().await.unwrap();
            assert!(mix_iter.is_valid());

            let mut t1_kv_pairs = (5..10_i32)
                .map(|i| {
                    let (k, v) = gen_key_value(
                        i as usize % 2,
                        10 - i,
                        0,
                        i,
                        i,
                        &t1_pk_serde,
                        &t1_pk_indices,
                    );
                    (k, v)
                })
                .collect_vec();

            t1_kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));

            let mut t2_kv_pairs = (0..=5_i32)
                .map(|i| {
                    gen_key_value(
                        i as usize % 2,
                        10 - i,
                        0,
                        0,
                        0,
                        &t2_pk_serde,
                        &t2_pk_indices,
                    )
                })
                .collect_vec();

            t2_kv_pairs.sort_by(|(k1, _), (k2, _)| k1.cmp(k2));

            let mut index = 0;
            for _ in 0..t1_kv_pairs.len() {
                assert!(
                    t1_kv_pairs[index].0.as_ref() == mix_iter.key().user_key.table_key.as_ref()
                );
                mix_iter.next().await.unwrap();
                index += 1;
            }

            assert!(mix_iter.is_valid());
            assert_eq!(t1_kv_pairs.len(), index);

            index = 0;

            for _ in 0..t2_kv_pairs.len() {
                assert!(
                    t2_kv_pairs[index].0.as_ref() == mix_iter.key().user_key.table_key.as_ref()
                );
                mix_iter.next().await.unwrap();
                index += 1;
            }

            assert!(!mix_iter.is_valid());
            assert_eq!(t2_kv_pairs.len(), index);
        }
    }
}