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# Benchmark Builds Env and Hooks
This directory contains:
- [benchmarks.env](benchmarks.env) - list of env vars used for building Arrow C++/Python/R/Java/JavaScript and running benchmarks using [conbench](https://ursalabs.org/blog/announcing-conbench/).
- [hooks.sh](hooks.sh) - hooks used by <b>@ursabot</b> benchmark builds that are triggered by `@ursabot please benchmark` PR comments.
## How to add or update Arrow build and run env vars used by `@ursabot` benchmark builds
1. Create `apache/arrow` PR
2. Update or add env var value in [benchmarks.env](../../dev/conbench_envs/benchmarks.env)
3. Add `@ursabot please benchmark` comment to PR
4. Once benchmark builds are done, benchmark results can be viewed via compare/runs links in the PR comment where
- baseline = PR base HEAD commit with unaltered `/dev/conbench_envs/benchmarks.env`
- contender = PR branch HEAD commit with overridden `/dev/conbench_envs/benchmarks.env`
## Why do`@ursabot` benchmark builds need `hooks.sh`?
`@ursabot` benchmark builds are maintained in Ursa's private repo.
Benchmark builds use `hooks.sh` functions as hooks to create conda env with Arrow dependencies and build Arrow C++/Python/R/Java/JavaScript from source for a specific Arrow repo's commit.
Defining hooks in Arrow repo allows benchmark builds for a specific commit to be
compatible with the files/scripts *in that commit* which are used for installing Arrow
dependencies and building Arrow. This allows Arrow contributors to asses the perfomance
implications of different build options, dependency versions, etc by updating
`hooks.sh`.
## Can other repos and services use `benchmarks.env` and `hooks.sh`?
Yes, other repos and services are welcome to use `benchmarks.env` and `hooks.sh` as long as
- existing hooks are not removed or renamed.
- function definitions for exiting hooks can only be updated in the Arrow commit where Arrow build scripts or files with dependencies have been renamed, moved or added.
- benchmark builds are run using `@ursabot please benchmark` PR comment to confirm that function definition updates do not break benchmark builds.
## How can other repos and services use `benchmarks.env` and `hooks.sh` to setup benchmark env?
Here are steps how `@ursabot` benchmark builds use `benchmarks.env` and `hooks.sh` to setup benchmarking env on Ubuntu:
### 1. Install Arrow dependencies
sudo su
apt-get update -y -q && \
apt-get install -y -q --no-install-recommends \
autoconf \
ca-certificates \
ccache \
cmake \
g++ \
gcc \
gdb \
git \
libbenchmark-dev \
libboost-filesystem-dev \
libboost-regex-dev \
libboost-system-dev \
libbrotli-dev \
libbz2-dev \
libgflags-dev \
libcurl4-openssl-dev \
libgoogle-glog-dev \
liblz4-dev \
libprotobuf-dev \
libprotoc-dev \
libre2-dev \
libsnappy-dev \
libssl-dev \
libthrift-dev \
libutf8proc-dev \
libzstd-dev \
make \
ninja-build \
pkg-config \
protobuf-compiler \
rapidjson-dev \
tzdata \
wget && \
apt-get clean && \
rm -rf /var/lib/apt/lists*
apt-get update -y -q && \
apt-get install -y -q \
python3 \
python3-pip \
python3-dev && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
### 2. Install Arrow dependencies for Java
sudo su
apt-get install openjdk-8-jdk
apt-get install maven
Verify that you have at least these versions of `java`, `javac` and `maven`:
# java -version
openjdk version "1.8.0_292"
..
# javac -version
javac 1.8.0_292
...
# mvn -version
Apache Maven 3.6.3
...
### 3. Install Arrow dependencies for Java Script
sudo apt update
sudo apt -y upgrade
sudo apt update
sudo apt -y install curl dirmngr apt-transport-https lsb-release ca-certificates
curl -fsSL https://deb.nodesource.com/setup_14.x | sudo -E bash -
sudo apt-get install -y nodejs
sudo apt -y install yarn
sudo apt -y install gcc g++ make
Verify that you have at least these versions of `node` and `yarn`:
# node --version
v14.17.2
...
# yarn --version
1.22.5
...
### 4. Install Conda
sudo apt install curl
curl -LO https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
sudo bash Miniconda3-latest-Linux-x86_64.sh
### 5. Set env vars:
export ARROW_REPO=https://github.com/apache/arrow.git
export BENCHMARKABLE=e6e9e6ea52b7a8f2682ffc4160168c936ca1d3e6
export BENCHMARKABLE_TYPE=arrow-commit
export PYTHON_VERSION=3.8
export CONBENCH_EMAIL=...
export CONBENCH_URL="https://conbench.ursa.dev"
export CONBENCH_PASSWORD=...
export MACHINE=...
### 6. Use `create_conda_env_with_arrow_python` hook to create conda env and build Arrow C++ and Arrow Python
git clone "${ARROW_REPO}"
pushd arrow
git fetch -v --prune -- origin "${BENCHMARKABLE}"
git checkout -f "${BENCHMARKABLE}"
source dev/conbench_envs/hooks.sh create_conda_env_with_arrow_python
popd
### 7. Install conbench
git clone https://github.com/ursacomputing/conbench.git
pushd conbench
pip install -r requirements-cli.txt
pip install -U PyYAML
python setup.py install
popd
### 8. Setup benchmarks repo
git clone https://github.com/ursacomputing/benchmarks.git
pushd benchmarks
python setup.py develop
popd
### 9. Setup conbench credentials
pushd benchmarks
touch .conbench
echo "url: $CONBENCH_URL" >> .conbench
echo "email: $CONBENCH_EMAIL" >> .conbench
echo "password: $CONBENCH_PASSWORD" >> .conbench
echo "host_name: $MACHINE" >> .conbench
popd
### 10. Run Python benchmarks
cd benchmarks
conbench file-read ALL --iterations=3 --all=true --drop-caches=true
### 11. Use `install_archery` hook to setup archery and run C++ benchmarks
pushd arrow
source dev/conbench_envs/hooks.sh install_archery
popd
cd benchmarks
conbench cpp-micro --iterations=1
### 12. Use `build_arrow_r` hook to build Arrow R and run R benchmarks
pushd arrow
source dev/conbench_envs/hooks.sh build_arrow_r
popd
R -e "remotes::install_github('ursacomputing/arrowbench')"
cd benchmarks
conbench dataframe-to-table ALL --iterations=3 --drop-caches=true --language=R
### 13. Use `build_arrow_java` and `install_archery` hooks to build Arrow Java and run Java benchmarks
pushd arrow
source dev/conbench_envs/hooks.sh build_arrow_java
source dev/conbench_envs/hooks.sh install_archery
popd
cd benchmarks
conbench java-micro --iterations=1
### 14. Use `install_java_script_project_dependencies` hook to install Java Script dependencies and run Java Script benchmarks
pushd arrow
source dev/conbench_envs/hooks.sh install_java_script_project_dependencies
popd
cd benchmarks
conbench js-micro
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