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// Copyright Materialize, Inc. and contributors. All rights reserved.
//
// Use of this software is governed by the Business Source License
// included in the LICENSE file.
//
// As of the Change Date specified in that file, in accordance with
// the Business Source License, use of this software will be governed
// by the Apache License, Version 2.0.
//! Implementation of real-time recency.
use std::cmp::Reverse;
use std::collections::binary_heap::PeekMut;
use std::collections::BinaryHeap;
use differential_dataflow::lattice::Lattice;
use mz_ore::now::EpochMillis;
use mz_persist_client::read::{ListenEvent, Subscribe};
use mz_persist_types::Codec64;
use mz_repr::{GlobalId, Row};
use mz_storage_types::configuration::StorageConfiguration;
use mz_storage_types::sources::{
GenericSourceConnection, SourceConnection, SourceData, SourceTimestamp,
};
use mz_timely_util::antichain::AntichainExt;
use timely::order::TotalOrder;
use timely::progress::frontier::MutableAntichain;
use timely::progress::Antichain;
use timely::PartialOrder;
use crate::StorageError;
use crate::Timestamp;
/// Determine the "real-time recency" timestamp for `self`.
///
/// Real-time recency is defined as the minimum value of `T` that `id` can
/// be queried at to return all data visible in the upstream system the
/// query was issued. In this case, "the upstream system" is the external
/// system which `self` connects to.
///
/// # Panics
/// - If `self` is a [`GenericSourceConnection::LoadGenerator`]. Load
/// generator sources do not yet (or might never) support real-time
/// recency. You can avoid this panic by choosing to not call this
/// function on load generator sources.
pub(super) async fn real_time_recency_ts<
T: Timestamp + Lattice + TotalOrder + Codec64 + From<EpochMillis> + Sync,
>(
connection: GenericSourceConnection,
id: GlobalId,
config: StorageConfiguration,
as_of: Antichain<T>,
remap_subscribe: Subscribe<SourceData, (), T, mz_repr::Diff>,
) -> Result<T, StorageError<T>> {
match connection {
GenericSourceConnection::Kafka(kafka) => {
let external_frontier = kafka
.fetch_write_frontier(&config)
.await
.map_err(StorageError::Generic)?;
decode_remap_data_until_geq_external_frontier(
id,
external_frontier,
as_of,
remap_subscribe,
)
.await
}
GenericSourceConnection::Postgres(pg) => {
let external_frontier = pg
.fetch_write_frontier(&config)
.await
.map_err(StorageError::Generic)?;
decode_remap_data_until_geq_external_frontier(
id,
external_frontier,
as_of,
remap_subscribe,
)
.await
}
GenericSourceConnection::MySql(my_sql) => {
let external_frontier = my_sql
.fetch_write_frontier(&config)
.await
.map_err(StorageError::Generic)?;
decode_remap_data_until_geq_external_frontier(
id,
external_frontier,
as_of,
remap_subscribe,
)
.await
}
// Load generator sources have no "external system" to reach out to,
// so it's unclear what RTR would mean for them.
s @ GenericSourceConnection::LoadGenerator(_) => unreachable!(
"do not try to determine RTR timestamp on {} source",
s.name()
),
}
}
async fn decode_remap_data_until_geq_external_frontier<
FromTime: SourceTimestamp,
T: Timestamp + Lattice + TotalOrder + Codec64 + From<EpochMillis> + Sync,
>(
id: GlobalId,
external_frontier: timely::progress::Antichain<FromTime>,
as_of: Antichain<T>,
mut remap_subscribe: Subscribe<SourceData, (), T, mz_repr::Diff>,
) -> Result<T, StorageError<T>> {
tracing::debug!(
?id,
"fetched real time recency frontier: {}",
external_frontier.pretty()
);
let external_frontier = external_frontier.borrow();
let mut native_upper = MutableAntichain::new();
let mut remap_frontier = Antichain::from_elem(T::minimum());
let mut pending_remap = BinaryHeap::new();
let mut min_ts = T::minimum();
min_ts.advance_by(as_of.borrow());
let mut min_ts = Some(min_ts);
// First we must read the snapshot so that we can accumulate the minimum timestamp
// correctly.
while !remap_frontier.is_empty() {
// Receive binding updates
for event in remap_subscribe.fetch_next().await {
match event {
ListenEvent::Updates(updates) => {
for ((k, v), into_ts, diff) in updates {
let row: Row = k.expect("invalid binding").0.expect("invalid binding");
let _v: () = v.expect("invalid binding");
let from_ts: FromTime = SourceTimestamp::decode_row(&row);
pending_remap.push(Reverse((into_ts, from_ts, diff)));
}
}
ListenEvent::Progress(frontier) => remap_frontier = frontier,
}
}
// Only process the data if we can correctly accumulate timestamps beyond the as_of
if as_of.iter().any(|t| !remap_frontier.less_equal(t)) {
loop {
// The next timestamp that must be considered is either the minimum timestamp,
// if we haven't yet checked it, or the next timestamp of the pending remap
// updates that is not beyond the frontier.
let binding_ts = match min_ts.take() {
Some(min_ts) => min_ts,
None => {
let Some(Reverse((into_ts, _, _))) = pending_remap.peek() else {
break;
};
if !remap_frontier.less_equal(into_ts) {
into_ts.clone()
} else {
break;
}
}
};
// Create an iterator with all the updates that are less than or equal to
// binding_ts
let binding_updates = std::iter::from_fn(|| {
let update = pending_remap.peek_mut()?;
if PartialOrder::less_equal(&update.0 .0, &binding_ts) {
let Reverse((_, from_ts, diff)) = PeekMut::pop(update);
Some((from_ts, diff))
} else {
None
}
});
native_upper.update_iter(binding_updates);
// Check if at binding_ts the source contained all of the data visible in the
// external system. If so, we're done.
if PartialOrder::less_equal(&external_frontier, &native_upper.frontier()) {
tracing::trace!("real-time recency ts for {id}: {binding_ts:?}");
return Ok(binding_ts);
}
}
}
}
// Collection dropped before we ingested external frontier.
Err(StorageError::RtrDropFailure(id))
}