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Fix nightly CD for python docker image releases (#19772)
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* install wget

* test cd docker in ci

* install docker

* install python3-dev and gcc

* remove docker testing from ci

* remove python3-dev

* ecr target

* skip build test

* adding back python3-dev for make

* remove dynamic and pypi stages for testing

* install build-essential

* install zlib

* update python version

* update ld library path

* install openssl

* update test packages for python3.7

* remove call to deleted safe_docker_run.py

* hardcode region for public ecr repo

* use deadsnakes to install python

* revert dependency change

* refactor ecr login

* update ecr repo jenkins global var

* cleanup

* update docker authentication

* add ecr repo

* add back pypi and tests

* remove unused libmxnet pipeline

* update cu112 base docker

* update base docker images to ub18
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mseth10 authored Feb 27, 2021
1 parent ef8c587 commit 9d1e290
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Showing 9 changed files with 39 additions and 120 deletions.
40 changes: 14 additions & 26 deletions cd/Jenkinsfile_cd_pipeline
Original file line number Diff line number Diff line change
Expand Up @@ -54,33 +54,21 @@ pipeline {
stage("MXNet Release") {
steps {
script {
cd_utils.error_checked_parallel([

"Static libmxnet based release": {
stage("Build") {
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Build static libmxnet", "mxnet_lib/static", params.MXNET_VARIANTS)
}
stage("Releases") {
cd_utils.error_checked_parallel([
"PyPI Release": {
echo "Building PyPI Release"
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Release PyPI Packages", "python/pypi", params.MXNET_VARIANTS)
},
"Python Docker Release": {
echo "Building Python Docker Release"
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Release Python Docker Images", "python/docker", params.MXNET_VARIANTS)
}
])
stage("Build libmxnet") {
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Build libmxnet", "mxnet_lib", params.MXNET_VARIANTS)
}
stage("Releases") {
cd_utils.error_checked_parallel([
"PyPI Release": {
echo "Building PyPI Release"
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Release PyPI Packages", "python/pypi", params.MXNET_VARIANTS)
},
"Python Docker Release": {
echo "Building Python Docker Release"
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Release Python Docker Images", "python/docker", params.MXNET_VARIANTS)
}
},

"Dynamic libmxnet based release": {
stage("Build") {
cd_utils.trigger_release_job(params.CD_RELEASE_JOB_NAME, "Build dynamic libmxnet", "mxnet_lib/dynamic", params.MXNET_VARIANTS)
}
}

])
])
}
}
}
}
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5 changes: 2 additions & 3 deletions cd/Jenkinsfile_release_job
Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,7 @@ pipeline {
// Using string instead of choice parameter to keep the changes to the parameters minimal to avoid
// any disruption caused by different COMMIT_ID values chaning the job parameter configuration on
// Jenkins.
string(defaultValue: "mxnet_lib/static", description: "Pipeline to build", name: "RELEASE_JOB_TYPE")
string(defaultValue: "mxnet_lib", description: "Pipeline to build", name: "RELEASE_JOB_TYPE")
string(defaultValue: "cpu,native,cu101,cu102,cu110,cu112", description: "Comma separated list of variants", name: "MXNET_VARIANTS")
booleanParam(defaultValue: false, description: 'Whether this is a release build or not', name: "RELEASE_BUILD")
}
Expand Down Expand Up @@ -90,8 +90,7 @@ pipeline {

// Add new job types here
def valid_job_types = [
"mxnet_lib/static",
"mxnet_lib/dynamic",
"mxnet_lib",
"python/pypi",
"python/docker"
]
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4 changes: 2 additions & 2 deletions cd/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -59,7 +59,7 @@ The [release job](Jenkinsfile_release_job) takes five parameters:
* **RELEASE\_JOB\_TYPE**: Defines the release pipeline you want to execute.
* **COMMIT_ID**: The commit id to build

The release job executes, in parallel, the release pipeline for each of the variants (**MXNET_VARIANTS**) for the job type (**RELEASE\_JOB\_TYPE**). The job type the path to a directory (relative to the `cd` directory) that includes a `Jenkins_pipeline.groovy` file ([e.g.](mxnet_lib/static/Jenkins_pipeline.groovy)).
The release job executes, in parallel, the release pipeline for each of the variants (**MXNET_VARIANTS**) for the job type (**RELEASE\_JOB\_TYPE**). The job type the path to a directory (relative to the `cd` directory) that includes a `Jenkins_pipeline.groovy` file ([e.g.](mxnet_lib/Jenkins_pipeline.groovy)).

NOTE: The **COMMIT_ID** is a little tricky and we must be very careful with it. It is necessary to ensure that the same commit is built through out the pipeline, but at the same time, it has the potential to change the current state of the release job configuration - specifically the parameter configuration. Any changes to this configuration will require a "dry-run" of the release job to ensure Jenkins has the current (master) version. This is acceptable as there will be few changes to the parameter configuration for the job, if any at all. But, it's something to keep in mind.

Expand Down Expand Up @@ -191,4 +191,4 @@ def test(mxnet_variant) {

Examples:

Both the [statically linked libmxnet](mxnet_lib/static/Jenkins_pipeline.groovy) and [dynamically linked libmxnet](mxnet_lib/dynamic/Jenkins_pipeline.groovy) pipelines have long running compilation and testing stages that **do not** require specialized/expensive hardware (e.g. GPUs). Therefore, as much as possible, it is important to run each stage in on its own node, and design the pipeline to spend the least amount of time possible on expensive hardware. E.g. for GPU builds, only run GPU tests on GPU instances, all other stages can be executed on CPU nodes.
The [libmxnet](mxnet_lib/Jenkins_pipeline.groovy) pipeline has long running compilation and testing stages that **do not** require specialized/expensive hardware (e.g. GPUs). Therefore, as much as possible, it is important to run each stage in on its own node, and design the pipeline to spend the least amount of time possible on expensive hardware. E.g. for GPU builds, only run GPU tests on GPU instances, all other stages can be executed on CPU nodes.
58 changes: 0 additions & 58 deletions cd/mxnet_lib/dynamic/Jenkins_pipeline.groovy

This file was deleted.

19 changes: 7 additions & 12 deletions cd/python/docker/Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -23,19 +23,14 @@
ARG BASE_IMAGE
FROM ${BASE_IMAGE}

ARG PYTHON=python3
ARG PIP=pip3
ARG PYTHON_VERSION=3.7.9
RUN apt-get update && \
wget -q https://www.python.org/ftp/python/$PYTHON_VERSION/Python-$PYTHON_VERSION.tgz && \
tar -xzf Python-$PYTHON_VERSION.tgz && \
cd Python-$PYTHON_VERSION && \
./configure --enable-shared --prefix=/usr/local && \
make -j $(nproc) && make install && \
cd .. && rm -rf ../Python-$PYTHON_VERSION* && \
ln -s /usr/local/bin/pip3 /usr/bin/pip && \
ln -s /usr/local/bin/$PYTHON /usr/local/bin/python && \
${PIP} --no-cache-dir install --upgrade pip setuptools
apt-get install -y software-properties-common && \
add-apt-repository -y ppa:deadsnakes/ppa && \
apt-get update && \
apt-get install -y python3.7-dev python3.7-distutils virtualenv wget && \
ln -sf /usr/bin/python3.7 /usr/local/bin/python3 && \
wget -nv https://bootstrap.pypa.io/get-pip.py && \
python3 get-pip.py

ARG MXNET_COMMIT_ID
ENV MXNET_COMMIT_ID=${MXNET_COMMIT_ID}
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3 changes: 0 additions & 3 deletions cd/python/docker/Dockerfile.test
Original file line number Diff line number Diff line change
Expand Up @@ -23,9 +23,6 @@
ARG BASE_IMAGE
FROM ${BASE_IMAGE}

# Install test dependencies
RUN pip install pytest

ARG USER_ID=1001
ARG GROUP_ID=1001

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18 changes: 8 additions & 10 deletions cd/python/docker/python_images.sh
Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@

set -xe

usage="Usage: python_images.sh <build|test|publish> MXNET-VARIANT"
usage="Usage: python_images.sh <build|test|push> MXNET-VARIANT"

command=${1:?$usage}
mxnet_variant=${2:?$usage}
Expand All @@ -39,8 +39,8 @@ image_name="${repository}:${main_tag}"

resources_path='cd/python/docker'

if [ ! -z "${RELEASE_DOCKERHUB_REPOSITORY}" ]; then
image_name="${RELEASE_DOCKERHUB_REPOSITORY}/${image_name}"
if [ ! -z "${RELEASE_PUBLIC_ECR_REPOSITORY}" ]; then
image_name="${RELEASE_PUBLIC_ECR_REPOSITORY}/${image_name}"
fi

build() {
Expand All @@ -57,26 +57,24 @@ test() {

# Ensure the correct context root is passed in when building - Dockerfile.test expects ci directory
docker build -t "${test_image_name}" --build-arg USER_ID=`id -u` --build-arg GROUP_ID=`id -g` --build-arg BASE_IMAGE="${image_name}" -f ${resources_path}/Dockerfile.test ./ci
python3 ci/safe_docker_run.py ${runtime_param} --cap-add "SYS_PTRACE" -u `id -u`:`id -g` -v `pwd`:/work/mxnet "${test_image_name}" ${resources_path}/test_python_image.sh "${mxnet_variant}"
}

push() {
if [ -z "${RELEASE_DOCKERHUB_REPOSITORY}" ]; then
echo "Cannot publish image without RELEASE_DOCKERHUB_REPOSITORY environment variable being set."
if [ -z "${RELEASE_PUBLIC_ECR_REPOSITORY}" ]; then
echo "Cannot publish image without RELEASE_PUBLIC_ECR_REPOSITORY environment variable being set."
exit 1
fi

# The secret name env var is set in the Jenkins configuration
# Manage Jenkins -> Configure System
python3 ${ci_utils}/docker_login.py --secret-name "${RELEASE_DOCKERHUB_SECRET_NAME}"
# Retrieve an authentication token and authenticate Docker client to registry
aws ecr-public get-login-password --region us-east-1 | docker login --username AWS --password-stdin public.ecr.aws/w6z5f7h2

# Push image
docker push "${image_name}"

# Iterate over remaining tags, if any
for ((i=1;i<${#docker_tags[@]};i++)); do
local docker_tag="${docker_tags[${i}]}"
local latest_image_name="${RELEASE_DOCKERHUB_REPOSITORY}/${repository}:${docker_tag}_py3"
local latest_image_name="${RELEASE_PUBLIC_ECR_REPOSITORY}/${repository}:${docker_tag}_py3"

docker tag "${image_name}" "${latest_image_name}"
docker push "${latest_image_name}"
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12 changes: 6 additions & 6 deletions cd/utils/mxnet_base_image.sh
Original file line number Diff line number Diff line change
Expand Up @@ -22,22 +22,22 @@ mxnet_variant=${1:?"Please specify the mxnet variant as the first parameter"}

case ${mxnet_variant} in
cu101*)
echo "nvidia/cuda:10.1-cudnn7-runtime-ubuntu16.04"
echo "nvidia/cuda:10.1-cudnn7-runtime-ubuntu18.04"
;;
cu102*)
echo "nvidia/cuda:10.2-cudnn7-runtime-ubuntu16.04"
echo "nvidia/cuda:10.2-cudnn7-runtime-ubuntu18.04"
;;
cu110*)
echo "nvidia/cuda:11.0-cudnn8-runtime-ubuntu16.04"
echo "nvidia/cuda:11.0-cudnn8-runtime-ubuntu18.04"
;;
cu112*)
echo "nvidia/cuda:11.2-cudnn8-runtime-ubuntu16.04"
echo "nvidia/cuda:11.2.1-cudnn8-runtime-ubuntu18.04"
;;
cpu)
echo "ubuntu:16.04"
echo "ubuntu:18.04"
;;
native)
echo "ubuntu:16.04"
echo "ubuntu:18.04"
;;
*)
echo "Error: Unrecognized mxnet-variant: '${mxnet_variant}'"
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