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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.
//! Durable metadata storage.
use std::collections::{BTreeMap, BTreeSet};
use std::fmt::{self, Debug};
use std::marker::PhantomData;
use std::sync::Arc;
use mz_stash_types::{InternalStashError, StashError};
use serde::{Deserialize, Serialize};
use timely::progress::Antichain;
mod postgres;
mod transaction;
// TODO(parkmycar): This shouldn't be public, but it is for now to prevent dead code warnings.
pub mod upgrade;
#[cfg(test)]
mod tests;
pub use crate::postgres::{DebugStashFactory, Stash, StashFactory};
pub use crate::transaction::{Transaction, INSERT_BATCH_SPLIT_SIZE};
pub type Diff = i64;
pub type Timestamp = i64;
pub(crate) type Id = i64;
/// A common trait for uses of K and V to express in a single place all of the
/// traits required by async_trait and StashCollection.
pub trait Data:
prost::Message + Default + Ord + Send + Sync + Serialize + for<'de> Deserialize<'de>
{
}
impl<T: prost::Message + Default + Ord + Send + Sync + Serialize + for<'de> Deserialize<'de>> Data
for T
{
}
/// `StashCollection` is like a differential dataflow [`Collection`], but the
/// state of the collection is durable.
///
/// A `StashCollection` stores `(key, value, timestamp, diff)` entries. The key
/// and value types are chosen by the caller; they must implement [`Ord`] and
/// they must be serializable to and deserializable via serde. The timestamp and
/// diff types are fixed to `i64`.
///
/// A `StashCollection` maintains a since frontier and an upper frontier, as
/// described in the [correctness vocabulary document].
///
/// [correctness vocabulary document]: https://github.com/MaterializeInc/materialize/blob/main/doc/developer/design/20210831_correctness.md
/// [`Collection`]: differential_dataflow::collection::Collection
#[derive(Debug)]
pub struct StashCollection<K, V> {
pub id: Id,
_kv: PhantomData<(K, V)>,
}
impl<K, V> StashCollection<K, V> {
fn new(id: Id) -> Self {
Self {
id,
_kv: PhantomData,
}
}
}
impl<K, V> Clone for StashCollection<K, V> {
fn clone(&self) -> Self {
*self
}
}
impl<K, V> Copy for StashCollection<K, V> {}
struct AntichainFormatter<'a, T>(&'a [T]);
impl<T> fmt::Display for AntichainFormatter<'_, T>
where
T: fmt::Display,
{
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
f.write_str("{")?;
for (i, element) in self.0.iter().enumerate() {
if i > 0 {
f.write_str(", ")?;
}
element.fmt(f)?;
}
f.write_str("}")
}
}
impl<'a, T> From<&'a Antichain<T>> for AntichainFormatter<'a, T> {
fn from(antichain: &Antichain<T>) -> AntichainFormatter<T> {
AntichainFormatter(antichain.elements())
}
}
/// An [`AppendBatch`] describes a set of changes to append to a stash collection.
#[derive(Clone, Debug)]
pub struct AppendBatch {
/// Id of stash collection.
pub(crate) collection_id: Id,
/// Current upper of the collection. The collection will also be compacted to `lower`.
pub(crate) lower: Antichain<Timestamp>,
/// The collection will be sealed to `upper`.
pub(crate) upper: Antichain<Timestamp>,
/// The timestamp of all entries in `entries`.
pub(crate) timestamp: Timestamp,
/// Entries to append to a collection. Each entry is of the form
/// ((key [in bytes], value [in bytes]), timestamp, diff).
pub(crate) entries: Vec<((Vec<u8>, Vec<u8>), Timestamp, Diff)>,
}
impl<K, V> StashCollection<K, V> {
/// Returns whether the collection is initialized, i.e. has been written to at least once.
/// Collections that haven't been written to at least once cannot be read.
pub async fn is_initialized(&self, tx: &Transaction<'_>) -> Result<bool, StashError> {
let upper = tx.upper(self.id).await?;
Ok(upper.elements() != [Timestamp::MIN])
}
/// Create a new AppendBatch for this collection from its current upper.
pub async fn make_batch_tx(&self, tx: &Transaction<'_>) -> Result<AppendBatch, StashError> {
let id = self.id;
let lower = tx.upper(id).await?;
self.make_batch_lower(lower)
}
/// Create a new AppendBatch for this collection from its current upper.
pub(crate) fn make_batch_lower(
&self,
lower: Antichain<Timestamp>,
) -> Result<AppendBatch, StashError> {
let timestamp: Timestamp = match lower.elements() {
[ts] => *ts,
_ => return Err("cannot determine batch timestamp".into()),
};
let upper = match timestamp.checked_add(1) {
Some(ts) => Antichain::from_elem(ts),
None => return Err("cannot determine new upper".into()),
};
Ok(AppendBatch {
collection_id: self.id,
lower,
upper,
timestamp,
entries: Vec::new(),
})
}
}
impl<K, V> StashCollection<K, V>
where
K: Data,
V: Data,
{
/// Append `key`, `value`, `diff` to `batch`.
pub fn append_to_batch(&self, batch: &mut AppendBatch, key: &K, value: &V, diff: Diff) {
let key = key.encode_to_vec();
let val = value.encode_to_vec();
batch.entries.push(((key, val), batch.timestamp, diff));
}
}
impl<K, V> From<Id> for StashCollection<K, V> {
fn from(id: Id) -> Self {
Self {
id,
_kv: PhantomData,
}
}
}
/// A helper struct to prevent mistyping of a [`StashCollection`]'s name and
/// k,v types.
pub struct TypedCollection<K, V> {
name: &'static str,
typ: PhantomData<(K, V)>,
}
impl<K, V> TypedCollection<K, V> {
/// Creates a new [`TypedCollection`] with `name`.
pub const fn new(name: &'static str) -> Self {
Self {
name,
typ: PhantomData,
}
}
/// Returns the name of this [`TypedCollection`].
pub const fn name(&self) -> &'static str {
self.name
}
}
impl<K, V> TypedCollection<K, V>
where
K: Data,
V: Data,
{
/// Returns a [`StashCollection`] corresponding to this [`TypedCollection`].
pub async fn from_tx(&self, tx: &Transaction<'_>) -> Result<StashCollection<K, V>, StashError> {
tx.collection(self.name).await
}
/// Returns all ((key, value), timestamp, diff) tuples in this [`TypedCollection`].
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn iter(
&self,
stash: &mut Stash,
) -> Result<Vec<((K, V), Timestamp, Diff)>, StashError> {
let name = self.name;
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
tx.iter(collection).await
})
})
.await
}
/// Returns all key, value pairs in this [`TypedCollection`].
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn peek_one(&self, stash: &mut Stash) -> Result<BTreeMap<K, V>, StashError> {
let name = self.name;
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
tx.peek_one(collection).await
})
})
.await
}
/// Returns the value of `key` in this [`TypedCollection`].
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn peek_key_one(&self, stash: &mut Stash, key: K) -> Result<Option<V>, StashError>
where
// TODO: Is it possible to remove the 'static?
K: 'static,
{
let name = self.name;
let key = Arc::new(key);
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
tx.peek_key_one(collection, &key).await
})
})
.await
}
/// Sets the given k,v pair, if not already set.
///
/// Returns the new value stored in stash after this operations.
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn insert_key_without_overwrite(
&self,
stash: &mut Stash,
key: K,
value: V,
) -> Result<V, StashError>
where
// TODO: Is it possible to remove the 'statics?
K: 'static,
V: Clone + 'static,
{
let name = self.name;
let key = Arc::new(key);
let value = Arc::new(value);
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
let lower = tx.upper(collection.id).await?;
let mut batch = collection.make_batch_lower(lower)?;
let prev = match tx.peek_key_one(collection, &key).await {
Ok(prev) => prev,
Err(err) => match err.inner {
InternalStashError::PeekSinceUpper(_) => {
// If the upper isn't > since, bump the upper and try again to find a sealed
// entry. Do this by appending the empty batch which will advance the upper.
drop(tx.append(vec![batch]).await?);
let lower = tx.upper(collection.id).await?;
batch = collection.make_batch_lower(lower)?;
tx.peek_key_one(collection, &key).await?
}
_ => return Err(err),
},
};
match prev {
Some(prev) => Ok(prev),
None => {
collection.append_to_batch(&mut batch, &key, &value, 1);
drop(tx.append(vec![batch]).await?);
Ok((*value).clone())
}
}
})
})
.await
}
/// Sets the given key value pairs, if not already set. If a new key appears
/// multiple times in `entries`, its value will be from the first occurrence
/// in `entries`.
///
/// Returns the new state of the collection after this operation.
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn insert_without_overwrite<I>(
&self,
stash: &mut Stash,
entries: I,
) -> Result<BTreeMap<K, V>, StashError>
where
I: IntoIterator<Item = (K, V)>,
// TODO: Figure out if it's possible to remove the 'static bounds.
K: Clone + 'static,
V: Clone + 'static,
{
let name = self.name;
let entries: Vec<_> = entries.into_iter().collect();
let entries = Arc::new(entries);
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
let lower = tx.upper(collection.id).await?;
let mut batch = collection.make_batch_lower(lower)?;
let mut prev = match tx.peek_one(collection).await {
Ok(prev) => prev,
Err(err) => match err.inner {
InternalStashError::PeekSinceUpper(_) => {
// If the upper isn't > since, bump the upper and try again to find a sealed
// entry. Do this by appending the empty batch which will advance the upper.
drop(tx.append(vec![batch]).await?);
let lower = tx.upper(collection.id).await?;
batch = collection.make_batch_lower(lower)?;
tx.peek_one(collection).await?
}
_ => return Err(err),
},
};
for (k, v) in entries.iter() {
if !prev.contains_key(k) {
collection.append_to_batch(&mut batch, k, v, 1);
prev.insert(k.clone(), v.clone());
}
}
drop(tx.append(vec![batch]).await?);
Ok(prev)
})
})
.await
}
/// Sets a value for a key to the result of `f`. `f` is passed the
/// previous value, if any.
///
/// Returns the previous value if one existed and the value returned from
/// `f`.
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn upsert_key<F, R>(
&self,
stash: &mut Stash,
key: K,
f: F,
) -> Result<Result<(Option<V>, V), R>, StashError>
where
F: FnOnce(Option<&V>) -> Result<V, R> + Clone + Send + Sync + 'static,
K: 'static,
{
let name = self.name;
let key = Arc::new(key);
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
let lower = tx.upper(collection.id).await?;
let mut batch = collection.make_batch_lower(lower)?;
let prev = match tx.peek_key_one(collection, &key).await {
Ok(prev) => prev,
Err(err) => match err.inner {
InternalStashError::PeekSinceUpper(_) => {
// If the upper isn't > since, bump the upper and try again to find a sealed
// entry. Do this by appending the empty batch which will advance the upper.
drop(tx.append(vec![batch]).await?);
let lower = tx.upper(collection.id).await?;
batch = collection.make_batch_lower(lower)?;
tx.peek_key_one(collection, &key).await?
}
_ => return Err(err),
},
};
let next = match f(prev.as_ref()) {
Ok(v) => v,
Err(e) => return Ok(Err(e)),
};
// Do nothing if the values are the same.
if Some(&next) != prev.as_ref() {
if let Some(prev) = &prev {
collection.append_to_batch(&mut batch, &key, prev, -1);
}
collection.append_to_batch(&mut batch, &key, &next, 1);
drop(tx.append(vec![batch]).await?);
}
Ok(Ok((prev, next)))
})
})
.await
}
/// Sets the given key value pairs, removing existing entries match any key.
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn upsert<I>(&self, stash: &mut Stash, entries: I) -> Result<(), StashError>
where
I: IntoIterator<Item = (K, V)>,
K: 'static,
V: 'static,
{
let name = self.name;
let entries: Vec<_> = entries.into_iter().collect();
let entries = Arc::new(entries);
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(name).await?;
let lower = tx.upper(collection.id).await?;
let mut batch = collection.make_batch_lower(lower)?;
let prev = match tx.peek_one(collection).await {
Ok(prev) => prev,
Err(err) => match err.inner {
InternalStashError::PeekSinceUpper(_) => {
// If the upper isn't > since, bump the upper and try again to find a sealed
// entry. Do this by appending the empty batch which will advance the upper.
drop(tx.append(vec![batch]).await?);
let lower = tx.upper(collection.id).await?;
batch = collection.make_batch_lower(lower)?;
tx.peek_one(collection).await?
}
_ => return Err(err),
},
};
for (k, v) in entries.iter() {
if let Some(prev_v) = prev.get(k) {
collection.append_to_batch(&mut batch, k, prev_v, -1);
}
collection.append_to_batch(&mut batch, k, v, 1);
}
drop(tx.append(vec![batch]).await?);
Ok(())
})
})
.await
}
/// Transactionally deletes any kv pair from `self` whose key is in `keys`.
///
/// Note that:
/// - Unlike `delete`, this operation operates in time O(keys), and not
/// O(set), however does so by parallelizing a number of point queries so
/// is likely not performant for more than 10-or-so keys.
/// - This operation runs in a single transaction and cannot be combined
/// with other transactions.
#[mz_ore::instrument(level = "debug", fields(collection = self.name))]
pub async fn delete_keys(&self, stash: &mut Stash, keys: BTreeSet<K>) -> Result<(), StashError>
where
K: Clone + 'static,
V: Clone,
{
use futures::StreamExt;
let name = self.name.to_string();
stash
.with_transaction(move |tx| {
Box::pin(async move {
let collection = tx.collection::<K, V>(&name).await?;
let lower = tx.upper(collection.id).await?;
let mut batch = collection.make_batch_lower(lower)?;
let tx = &tx;
let kv_results: Vec<(K, Result<Option<V>, StashError>)> =
futures::stream::iter(keys.into_iter())
.map(|key| async move {
(key.clone(), tx.peek_key_one(collection.clone(), &key).await)
})
.buffer_unordered(10)
.collect()
.await;
for (key, val) in kv_results {
if let Some(v) = val? {
collection.append_to_batch(&mut batch, &key, &v, -1);
}
}
drop(tx.append(vec![batch]).await?);
Ok(())
})
})
.await
}
}