Heikki Linnakangas 42d7299f9f Add new compaction abstraction, simulator, and implementation.
This consists of three parts:

1. A refactoring and new contract for implementing and testing
compaction.

The logic is now in a separate crate, with no dependency on the
'pageserver' crate. It defines an interface that the real pageserver
must implement, in order to call the compaction algorithm. The
interface models things like delta and image layers, but just the
parts that the compaction algorithm needs to make decisions. That
makes it easier unit test the algorithm and experiment with different
implementations.

I did not convert the current code to the new abstraction, however.
When compaction algorithm is set to "Legacy", we just use the old
code. It might be worthwhile to convert the old code to the new
abstraction, so that we can compare the behavior of the new algorithm
against the old one, using the same simulated cases. If we do that,
have to be careful that the converted code really is equivalent to the
old.

This inclues only trivial changes to the main pageserver code. All the
new code is behind a tenant config option. So this should be pretty
safe to merge, even if the new implementation is buggy, as long as we
don't enable it.

2. A new compaction algorithm, implemented using the new
abstraction.

The new algorithm is tiered compaction.  It is inspired by the PoC at
PR #4539, although I did not use that code directly, as I needed the
new implementation to fit the new abstraction. The algorithm here is
less advanced, I did not implement partial image layers, for example.
I wanted to keep it simple on purpose, so that as we add bells and
whistles, we can see the effects using the included simulator.

One difference to #4539 and your typical LSM tree implementations is
how we keep track of the LSM tree levels. This PR doesn't have a
permanent concept of a level, tier or sorted run at all. There are
just delta and image layers. However, when compaction starts, we look
at the layers that exist, and arrange them into levels, depending on
their shapes. That is ephemeral: when the compaction finishes, we
forget that information. This allows the new algorithm to work without
any extra bookkeeping. That makes it easier to transition from the old
algorithm to new, and back again.

There is just a new tenant config option to choose the compaction
algorithm. The default is "Legacy", meaning the current algorithm in
'main'. If you set it to "Tiered".

3. A simulator, which implements the new abstraction.

The simulator can be used to analyze write and storage amplification,
without running a test with the full pageserver. It can also draw an
SVG animation of the simulation, to visualize how layers are created
and deleted.

To run the simulator:

    ./target/debug/compaction-simulator run-suite
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Neon

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

  1. 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 \
libcurl4-openssl-dev openssl python-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
  • 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.

  1. Install Rust
# 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)

  1. Install XCode and dependencies
xcode-select --install
brew install protobuf openssl flex bison icu4c pkg-config

# add openssl to PATH, required for ed25519 keys generation in neon_local
echo 'export PATH="$(brew --prefix openssl)/bin:$PATH"' >> ~/.zshrc
  1. Install Rust
# recommended approach from https://www.rust-lang.org/tools/install
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
  1. 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 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 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

  1. 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

  1. 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 (3.9 or higher), and install python3 packages using ./scripts/pysync (requires poetry>=1.3) in the project directory.

Running neon database

  1. 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

# 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
  1. Now, it is possible to connect to postgres and run some queries:
> psql -p55432 -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)
  1. 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]

# start postgres on that branch
> cargo neon endpoint start migration_check --branch-name 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 -p55434 -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 -p55432 -h 127.0.0.1 -U cloud_admin postgres
postgres=# select * from t;
 key | value
-----+-------
   1 | 1
(1 row)
  1. If you want to run tests afterward (see below), you must stop all the running of the pageserver, safekeeper, and postgres instances you have just started. You can terminate them all with one command:
> cargo neon stop

Running 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 run one set of permutations, like this:

DEFAULT_PG_VERSION=15 BUILD_TYPE=release ./scripts/pytest

Documentation

docs Contains a top-level overview of all available markdown documentation.

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:

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:

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Description
Neon: Serverless Postgres. We separated storage and compute to offer autoscaling, code-like database branching, and scale to zero.
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