## Refs - Epic: https://github.com/neondatabase/neon/issues/9378 Co-authored-by: Vlad Lazar <vlad@neon.tech> Co-authored-by: Christian Schwarz <christian@neon.tech> ## Problem The read path does its IOs sequentially. This means that if N values need to be read to reconstruct a page, we will do N IOs and getpage latency is `O(N*IoLatency)`. ## Solution With this PR we gain the ability to issue IO concurrently within one layer visit **and** to move on to the next layer without waiting for IOs from the previous visit to complete. This is an evolved version of the work done at the Lisbon hackathon, cf https://github.com/neondatabase/neon/pull/9002. ## Design ### `will_init` now sourced from disk btree index keys On the algorithmic level, the only change is that the `get_values_reconstruct_data` now sources `will_init` from the disk btree index key (which is PS-page_cache'd), instead of from the `Value`, which is only available after the IO completes. ### Concurrent IOs, Submission & Completion To separate IO submission from waiting for its completion, while simultaneously feature-gating the change, we introduce the notion of an `IoConcurrency` struct through which IO futures are "spawned". An IO is an opaque future, and waiting for completions is handled through `tokio::sync::oneshot` channels. The oneshot Receiver's take the place of the `img` and `records` fields inside `VectoredValueReconstructState`. When we're done visiting all the layers and submitting all the IOs along the way we concurrently `collect_pending_ios` for each value, which means for each value there is a future that awaits all the oneshot receivers and then calls into walredo to reconstruct the page image. Walredo is now invoked concurrently for each value instead of sequentially. Walredo itself remains unchanged. The spawned IO futures are driven to completion by a sidecar tokio task that is separate from the task that performs all the layer visiting and spawning of IOs. That tasks receives the IO futures via an unbounded mpsc channel and drives them to completion inside a `FuturedUnordered`. (The behavior from before this PR is available through `IoConcurrency::Sequential`, which awaits the IO futures in place, without "spawning" or "submitting" them anywhere.) #### Alternatives Explored A few words on the rationale behind having a sidecar *task* and what alternatives were considered. One option is to queue up all IO futures in a FuturesUnordered that is polled the first time when we `collect_pending_ios`. Firstly, the IO futures are opaque, compiler-generated futures that need to be polled at least once to submit their IO. "At least once" because tokio-epoll-uring may not be able to submit the IO to the kernel on first poll right away. Second, there are deadlocks if we don't drive the IO futures to completion independently of the spawning task. The reason is that both the IO futures and the spawning task may hold some _and_ try to acquire _more_ shared limited resources. For example, both spawning task and IO future may try to acquire * a VirtualFile file descriptor cache slot async mutex (observed during impl) * a tokio-epoll-uring submission slot (observed during impl) * a PageCache slot (currently this is not the case but we may move more code into the IO futures in the future) Another option is to spawn a short-lived `tokio::task` for each IO future. We implemented and benchmarked it during development, but found little throughput improvement and moderate mean & tail latency degradation. Concerns about pressure on the tokio scheduler made us discard this variant. The sidecar task could be obsoleted if the IOs were not arbitrary code but a well-defined struct. However, 1. the opaque futures approach taken in this PR allows leaving the existing code unchanged, which 2. allows us to implement the `IoConcurrency::Sequential` mode for feature-gating the change. Once the new mode sidecar task implementation is rolled out everywhere, and `::Sequential` removed, we can think about a descriptive submission & completion interface. The problems around deadlocks pointed out earlier will need to be solved then. For example, we could eliminate VirtualFile file descriptor cache and tokio-epoll-uring slots. The latter has been drafted in https://github.com/neondatabase/tokio-epoll-uring/pull/63. See the lengthy doc comment on `spawn_io()` for more details. ### Error handling There are two error classes during reconstruct data retrieval: * traversal errors: index lookup, move to next layer, and the like * value read IO errors A traversal error fails the entire get_vectored request, as before this PR. A value read error only fails that value. In any case, we preserve the existing behavior that once `get_vectored` returns, all IOs are done. Panics and failing to poll `get_vectored` to completion will leave the IOs dangling, which is safe but shouldn't happen, and so, a rate-limited log statement will be emitted at warning level. There is a doc comment on `collect_pending_ios` giving more code-level details and rationale. ### Feature Gating The new behavior is opt-in via pageserver config. The `Sequential` mode is the default. The only significant change in `Sequential` mode compared to before this PR is the buffering of results in the `oneshot`s. ## Code-Level Changes Prep work: * Make `GateGuard` clonable. Core Feature: * Traversal code: track `will_init` in `BlobMeta` and source it from the Delta/Image/InMemory layer index, instead of determining `will_init` after we've read the value. This avoids having to read the value to determine whether traversal can stop. * Introduce `IoConcurrency` & its sidecar task. * `IoConcurrency` is the clonable handle. * It connects to the sidecar task via an `mpsc`. * Plumb through `IoConcurrency` from high level code to the individual layer implementations' `get_values_reconstruct_data`. We piggy-back on the `ValuesReconstructState` for this. * The sidecar task should be long-lived, so, `IoConcurrency` needs to be rooted up "high" in the call stack. * Roots as of this PR: * `page_service`: outside of pagestream loop * `create_image_layers`: when it is called * `basebackup`(only auxfiles + replorigin + SLRU segments) * Code with no roots that uses `IoConcurrency::sequential` * any `Timeline::get` call * `collect_keyspace` is a good example * follow-up: https://github.com/neondatabase/neon/issues/10460 * `TimelineAdaptor` code used by the compaction simulator, unused in practive * `ingest_xlog_dbase_create` * Transform Delta/Image/InMemoryLayer to * do their values IO in a distinct `async {}` block * extend the residence of the Delta/Image layer until the IO is done * buffer their results in a `oneshot` channel instead of straight in `ValuesReconstructState` * the `oneshot` channel is wrapped in `OnDiskValueIo` / `OnDiskValueIoWaiter` types that aid in expressiveness and are used to keep track of in-flight IOs so we can print warnings if we leave them dangling. * Change `ValuesReconstructState` to hold the receiving end of the `oneshot` channel aka `OnDiskValueIoWaiter`. * Change `get_vectored_impl` to `collect_pending_ios` and issue walredo concurrently, in a `FuturesUnordered`. Testing / Benchmarking: * Support queue-depth in pagebench for manual benchmarkinng. * Add test suite support for setting concurrency mode ps config field via a) an env var and b) via NeonEnvBuilder. * Hacky helper to have sidecar-based IoConcurrency in tests. This will be cleaned up later. More benchmarking will happen post-merge in nightly benchmarks, plus in staging/pre-prod. Some intermediate helpers for manual benchmarking have been preserved in https://github.com/neondatabase/neon/pull/10466 and will be landed in later PRs. (L0 layer stack generator!) Drive-By: * test suite actually didn't enable batching by default because `config.compatibility_neon_binpath` is always Truthy in our CI environment => https://neondb.slack.com/archives/C059ZC138NR/p1737490501941309 * initial logical size calculation wasn't always polled to completion, which was surfaced through the added WARN logs emitted when dropping a `ValuesReconstructState` that still has inflight IOs. * remove the timing histograms `pageserver_getpage_get_reconstruct_data_seconds` and `pageserver_getpage_reconstruct_seconds` because with planning, value read IO, and walredo happening concurrently, one can no longer attribute latency to any one of them; we'll revisit this when Vlad's work on tracing/sampling through RequestContext lands. * remove code related to `get_cached_lsn()`. The logic around this has been dead at runtime for a long time, ever since the removal of the materialized page cache in #8105. ## Testing Unit tests use the sidecar task by default and run both modes in CI. Python regression tests and benchmarks also use the sidecar task by default. We'll test more in staging and possibly preprod. # Future Work Please refer to the parent epic for the full plan. The next step will be to fold the plumbing of IoConcurrency into RequestContext so that the function signatures get cleaned up. Once `Sequential` isn't used anymore, we can take the next big leap which is replacing the opaque IOs with structs that have well-defined semantics. --------- Co-authored-by: Christian Schwarz <christian@neon.tech>
Neon
Neon is a serverless open-source alternative to AWS Aurora Postgres. It separates storage and compute and substitutes the PostgreSQL storage layer by redistributing data across a cluster of nodes.
Quick start
Try the Neon Free Tier to create a serverless Postgres instance. Then connect to it with your preferred Postgres client (psql, dbeaver, etc) or use the online SQL Editor. See Connect from any application for connection instructions.
Alternatively, compile and run the project locally.
Architecture overview
A Neon installation consists of compute nodes and the Neon storage engine. Compute nodes are stateless PostgreSQL nodes backed by the Neon storage engine.
The Neon storage engine consists of two major components:
- Pageserver: Scalable storage backend for the compute nodes.
- Safekeepers: The safekeepers form a redundant WAL service that received WAL from the compute node, and stores it durably until it has been processed by the pageserver and uploaded to cloud storage.
See developer documentation in SUMMARY.md for more information.
Running local installation
Installing dependencies on Linux
- Install build dependencies and other applicable packages
- On Ubuntu or Debian, this set of packages should be sufficient to build the code:
apt install build-essential libtool libreadline-dev zlib1g-dev flex bison libseccomp-dev \
libssl-dev clang pkg-config libpq-dev cmake postgresql-client protobuf-compiler \
libprotobuf-dev libcurl4-openssl-dev openssl python3-poetry lsof libicu-dev
- On Fedora, these packages are needed:
dnf install flex bison readline-devel zlib-devel openssl-devel \
libseccomp-devel perl clang cmake postgresql postgresql-contrib protobuf-compiler \
protobuf-devel libcurl-devel openssl poetry lsof libicu-devel libpq-devel python3-devel \
libffi-devel
- On Arch based systems, these packages are needed:
pacman -S base-devel readline zlib libseccomp openssl clang \
postgresql-libs cmake postgresql protobuf curl lsof
Building Neon requires 3.15+ version of protoc (protobuf-compiler). If your distribution provides an older version, you can install a newer version from here.
# recommended approach from https://www.rust-lang.org/tools/install
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
Installing dependencies on macOS (12.3.1)
- Install XCode and dependencies
xcode-select --install
brew install protobuf openssl flex bison icu4c pkg-config m4
# add openssl to PATH, required for ed25519 keys generation in neon_local
echo 'export PATH="$(brew --prefix openssl)/bin:$PATH"' >> ~/.zshrc
If you get errors about missing m4 you may have to install it manually:
brew install m4
brew link --force m4
# recommended approach from https://www.rust-lang.org/tools/install
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
- Install PostgreSQL Client
# from https://stackoverflow.com/questions/44654216/correct-way-to-install-psql-without-full-postgres-on-macos
brew install libpq
brew link --force libpq
Rustc version
The project uses rust toolchain file to define the version it's built with in CI for testing and local builds.
This file is automatically picked up by rustup that installs (if absent) and uses the toolchain version pinned in the file.
rustup users who want to build with another toolchain can use the rustup override command to set a specific toolchain for the project's directory.
non-rustup users most probably are not getting the same toolchain automatically from the file, so are responsible to manually verify that their toolchain matches the version in the file. Newer rustc versions most probably will work fine, yet older ones might not be supported due to some new features used by the project or the crates.
Building on Linux
- Build neon and patched postgres
# Note: The path to the neon sources can not contain a space.
git clone --recursive https://github.com/neondatabase/neon.git
cd neon
# The preferred and default is to make a debug build. This will create a
# demonstrably slower build than a release build. For a release build,
# use "BUILD_TYPE=release make -j`nproc` -s"
# Remove -s for the verbose build log
make -j`nproc` -s
Building on OSX
- Build neon and patched postgres
# Note: The path to the neon sources can not contain a space.
git clone --recursive https://github.com/neondatabase/neon.git
cd neon
# The preferred and default is to make a debug build. This will create a
# demonstrably slower build than a release build. For a release build,
# use "BUILD_TYPE=release make -j`sysctl -n hw.logicalcpu` -s"
# Remove -s for the verbose build log
make -j`sysctl -n hw.logicalcpu` -s
Dependency installation notes
To run the psql client, install the postgresql-client package or modify PATH and LD_LIBRARY_PATH to include pg_install/bin and pg_install/lib, respectively.
To run the integration tests or Python scripts (not required to use the code), install
Python (3.11 or higher), and install the python3 packages using ./scripts/pysync (requires poetry>=1.8) in the project directory.
Running neon database
- Start pageserver and postgres on top of it (should be called from repo root):
# Create repository in .neon with proper paths to binaries and data
# Later that would be responsibility of a package install script
> cargo neon init
Initializing pageserver node 1 at '127.0.0.1:64000' in ".neon"
# start pageserver, safekeeper, and broker for their intercommunication
> cargo neon start
Starting neon broker at 127.0.0.1:50051.
storage_broker started, pid: 2918372
Starting pageserver node 1 at '127.0.0.1:64000' in ".neon".
pageserver started, pid: 2918386
Starting safekeeper at '127.0.0.1:5454' in '.neon/safekeepers/sk1'.
safekeeper 1 started, pid: 2918437
# create initial tenant and use it as a default for every future neon_local invocation
> cargo neon tenant create --set-default
tenant 9ef87a5bf0d92544f6fafeeb3239695c successfully created on the pageserver
Created an initial timeline 'de200bd42b49cc1814412c7e592dd6e9' at Lsn 0/16B5A50 for tenant: 9ef87a5bf0d92544f6fafeeb3239695c
Setting tenant 9ef87a5bf0d92544f6fafeeb3239695c as a default one
# create postgres compute node
> cargo neon endpoint create main
# start postgres compute node
> cargo neon endpoint start main
Starting new endpoint main (PostgreSQL v14) on timeline de200bd42b49cc1814412c7e592dd6e9 ...
Starting postgres at 'postgresql://cloud_admin@127.0.0.1:55432/postgres'
# check list of running postgres instances
> cargo neon endpoint list
ENDPOINT ADDRESS TIMELINE BRANCH NAME LSN STATUS
main 127.0.0.1:55432 de200bd42b49cc1814412c7e592dd6e9 main 0/16B5BA8 running
- Now, it is possible to connect to postgres and run some queries:
> psql -p 55432 -h 127.0.0.1 -U cloud_admin postgres
postgres=# CREATE TABLE t(key int primary key, value text);
CREATE TABLE
postgres=# insert into t values(1,1);
INSERT 0 1
postgres=# select * from t;
key | value
-----+-------
1 | 1
(1 row)
- And create branches and run postgres on them:
# create branch named migration_check
> cargo neon timeline branch --branch-name migration_check
Created timeline 'b3b863fa45fa9e57e615f9f2d944e601' at Lsn 0/16F9A00 for tenant: 9ef87a5bf0d92544f6fafeeb3239695c. Ancestor timeline: 'main'
# check branches tree
> cargo neon timeline list
(L) main [de200bd42b49cc1814412c7e592dd6e9]
(L) ┗━ @0/16F9A00: migration_check [b3b863fa45fa9e57e615f9f2d944e601]
# create postgres on that branch
> cargo neon endpoint create migration_check --branch-name migration_check
# start postgres on that branch
> cargo neon endpoint start migration_check
Starting new endpoint migration_check (PostgreSQL v14) on timeline b3b863fa45fa9e57e615f9f2d944e601 ...
Starting postgres at 'postgresql://cloud_admin@127.0.0.1:55434/postgres'
# check the new list of running postgres instances
> cargo neon endpoint list
ENDPOINT ADDRESS TIMELINE BRANCH NAME LSN STATUS
main 127.0.0.1:55432 de200bd42b49cc1814412c7e592dd6e9 main 0/16F9A38 running
migration_check 127.0.0.1:55434 b3b863fa45fa9e57e615f9f2d944e601 migration_check 0/16F9A70 running
# this new postgres instance will have all the data from 'main' postgres,
# but all modifications would not affect data in original postgres
> psql -p 55434 -h 127.0.0.1 -U cloud_admin postgres
postgres=# select * from t;
key | value
-----+-------
1 | 1
(1 row)
postgres=# insert into t values(2,2);
INSERT 0 1
# check that the new change doesn't affect the 'main' postgres
> psql -p 55432 -h 127.0.0.1 -U cloud_admin postgres
postgres=# select * from t;
key | value
-----+-------
1 | 1
(1 row)
- If you want to run tests afterwards (see below), you must stop all the running pageserver, safekeeper, and postgres instances you have just started. You can terminate them all with one command:
> cargo neon stop
More advanced usages can be found at Control Plane and Neon Local.
Handling build failures
If you encounter errors during setting up the initial tenant, it's best to stop everything (cargo neon stop) and remove the .neon directory. Then fix the problems, and start the setup again.
Running tests
Rust unit tests
We are using cargo-nextest to run the tests in Github Workflows.
Some crates do not support running plain cargo test anymore, prefer cargo nextest run instead.
You can install cargo-nextest with cargo install cargo-nextest.
Integration tests
Ensure your dependencies are installed as described here.
git clone --recursive https://github.com/neondatabase/neon.git
CARGO_BUILD_FLAGS="--features=testing" make
./scripts/pytest
By default, this runs both debug and release modes, and all supported postgres versions. When testing locally, it is convenient to run just one set of permutations, like this:
DEFAULT_PG_VERSION=16 BUILD_TYPE=release ./scripts/pytest
Flamegraphs
You may find yourself in need of flamegraphs for software in this repository.
You can use flamegraph-rs or the original flamegraph.pl. Your choice!
Important
If you're using
lldormold, you need the--no-rosegmentlinker argument. It's a general thing with Rust / lld / mold, not specific to this repository. See this PR for further instructions.
Cleanup
For cleaning up the source tree from build artifacts, run make clean in the source directory.
For removing every artifact from build and configure steps, run make distclean, and also consider removing the cargo binaries in the target directory, as well as the database in the .neon directory. Note that removing the .neon directory will remove your database, with all data in it. You have been warned!
Documentation
docs Contains a top-level overview of all available markdown documentation.
- sourcetree.md contains overview of source tree layout.
To view your rustdoc documentation in a browser, try running cargo doc --no-deps --open
See also README files in some source directories, and rustdoc style documentation comments.
Other resources:
- SELECT 'Hello, World': Blog post by Nikita Shamgunov on the high level architecture
- Architecture decisions in Neon: Blog post by Heikki Linnakangas
- Neon: Serverless PostgreSQL!: Presentation on storage system by Heikki Linnakangas in the CMU Database Group seminar series
Postgres-specific terms
Due to Neon's very close relation with PostgreSQL internals, numerous specific terms are used. The same applies to certain spelling: i.e. we use MB to denote 1024 * 1024 bytes, while MiB would be technically more correct, it's inconsistent with what PostgreSQL code and its documentation use.
To get more familiar with this aspect, refer to:
- Neon glossary
- PostgreSQL glossary
- Other PostgreSQL documentation and sources (Neon fork sources can be found here)
Join the development
- Read CONTRIBUTING.md to learn about project code style and practices.
- To get familiar with a source tree layout, use sourcetree.md.
- To learn more about PostgreSQL internals, check http://www.interdb.jp/pg/index.html