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docker-python
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String
cron_string
=
BRANCH_NAME
==
"
main
"
?
"
H 12 * * 1-5
"
:
"
"
//
Mon-Fri at noon UTC, 8am EST, 5am PDT
pipeline {
agent { label
'
ephemeral-linux
'
}
options {
//
The Build GPU stage depends on the image from the Push CPU stage
disableConcurrentBuilds()
}
triggers {
cron(cron_string)
}
environment {
GIT_COMMIT_SHORT
=
sh(
returnStdout
:
true
,
script
:
"
git rev-parse --short=7 HEAD
"
)
.
trim()
GIT_COMMIT_SUBJECT
=
sh(
returnStdout
:
true
,
script
:
"
git log --format=%s -n 1 HEAD
"
)
.
trim()
GIT_COMMIT_AUTHOR
=
sh(
returnStdout
:
true
,
script
:
"
git log --format='%an' -n 1 HEAD
"
)
.
trim()
GIT_COMMIT_SUMMARY
=
"
`<https://github.com/Kaggle/docker-python/commit/
${
GIT_COMMIT
}
|
${
GIT_COMMIT_SHORT
}
>`
${
GIT_COMMIT_SUBJECT
}
-
${
GIT_COMMIT_AUTHOR
}
"
SLACK_CHANNEL
=
sh(
returnStdout
:
true
,
script
:
"
if [[
\"
${
GIT_BRANCH
}
\"
==
\"
main
\"
]]; then echo
\"
#kernelops
\"
; else echo
\"
#builds
\"
; fi
"
)
.
trim()
PRETEST_TAG
=
sh(
returnStdout
:
true
,
script
:
"
if [[
\"
${
GIT_BRANCH
}
\"
==
\"
main
\"
]]; then echo
\"
ci-pretest
\"
; else echo
\"
${
GIT_BRANCH
}
-pretest
\"
; fi
"
)
.
trim()
STAGING_TAG
=
sh(
returnStdout
:
true
,
script
:
"
if [[
\"
${
GIT_BRANCH
}
\"
==
\"
main
\"
]]; then echo
\"
staging
\"
; else echo
\"
${
GIT_BRANCH
}
-staging
\"
; fi
"
)
.
trim()
}
stages {
stage(
'
Pre-build Packages from Source
'
) {
parallel {
stage(
'
torch
'
) {
options {
timeout(
time
:
180
,
unit
:
'
MINUTES
'
)
}
steps {
sh
'''
#!/bin/bash
set -exo pipefail
source config.txt
cd packages/
./build_package --base-image $BASE_IMAGE_REPO/$GPU_BASE_IMAGE_NAME:$BASE_IMAGE_TAG \
--package torch \
--version $TORCH_VERSION \
--build-arg TORCHAUDIO_VERSION=$TORCHAUDIO_VERSION \
--build-arg TORCHTEXT_VERSION=$TORCHTEXT_VERSION \
--build-arg TORCHVISION_VERSION=$TORCHVISION_VERSION \
--push
'''
}
}
stage(
'
lightgbm
'
) {
options {
timeout(
time
:
10
,
unit
:
'
MINUTES
'
)
}
steps {
sh
'''
#!/bin/bash
set -exo pipefail
source config.txt
cd packages/
./build_package --base-image $BASE_IMAGE_REPO/$GPU_BASE_IMAGE_NAME:$BASE_IMAGE_TAG --package lightgbm --version $LIGHTGBM_VERSION --push
'''
}
}
}
}
stage(
'
Build/Test/Diff
'
) {
parallel {
stage(
'
CPU
'
) {
stages {
stage(
'
Build CPU Image
'
) {
options {
timeout(
time
:
120
,
unit
:
'
MINUTES
'
)
}
steps {
sh
'''
#!/bin/bash
set -exo pipefail
./build | ts
./push ${PRETEST_TAG}
'''
}
}
stage(
'
Test CPU Image
'
) {
options {
timeout(
time
:
5
,
unit
:
'
MINUTES
'
)
}
steps {
sh
'''
#!/bin/bash
set -exo pipefail
date
docker pull gcr.io/kaggle-images/python:${PRETEST_TAG}
./test --image gcr.io/kaggle-images/python:${PRETEST_TAG}
'''
}
}
stage(
'
Diff CPU image
'
) {
steps {
sh
'''
#!/bin/bash
set -exo pipefail
docker pull gcr.io/kaggle-images/python:${PRETEST_TAG}
./diff --target gcr.io/kaggle-images/python:${PRETEST_TAG}
'''
}
}
}
}
stage(
'
GPU
'
) {
agent { label
'
ephemeral-linux-gpu
'
}
stages {
stage(
'
Build GPU Image
'
) {
options {
timeout(
time
:
120
,
unit
:
'
MINUTES
'
)
}
steps {
sh
'''
#!/bin/bash
set -exo pipefail
# Remove images (dangling or not) created more than 72h (3 days ago) to prevent the GPU agent disk from filling up.
# Note: CPU agents are ephemeral and do not need to have their disk cleaned up.
docker image prune --all --force --filter "until=72h" --filter "label=kaggle-lang=python"
# Remove any dangling images (no tags).
# All builds for the same branch uses the same tag. This means a subsequent build for the same branch
# will untag the previously built image which is safe to do. Builds for a single branch are performed
# serially.
docker image prune -f
./build --gpu | ts
./push --gpu ${PRETEST_TAG}
'''
}
}
stage(
'
Test GPU Image
'
) {
options {
timeout(
time
:
20
,
unit
:
'
MINUTES
'
)
}
steps {
sh
'''
#!/bin/bash
set -exo pipefail
date
docker pull gcr.io/kaggle-private-byod/python:${PRETEST_TAG}
./test --gpu --image gcr.io/kaggle-private-byod/python:${PRETEST_TAG}
'''
}
}
stage(
'
Diff GPU Image
'
) {
steps {
sh
'''
#!/bin/bash
set -exo pipefail
docker pull gcr.io/kaggle-private-byod/python:${PRETEST_TAG}
./diff --gpu --target gcr.io/kaggle-private-byod/python:${PRETEST_TAG}
'''
}
}
}
}
}
}
stage(
'
Label CPU/GPU Staging Images
'
) {
steps {
sh
'''
#!/bin/bash
set -exo pipefail
gcloud container images add-tag gcr.io/kaggle-images/python:${PRETEST_TAG} gcr.io/kaggle-images/python:${STAGING_TAG}
gcloud container images add-tag gcr.io/kaggle-private-byod/python:${PRETEST_TAG} gcr.io/kaggle-private-byod/python:${STAGING_TAG}
'''
}
}
}
post {
failure {
slackSend
color
:
'
danger
'
,
message
:
"
*<
${
env.BUILD_URL
}
console|
${
JOB_NAME
}
failed>*
${
GIT_COMMIT_SUMMARY
}
@kernels-backend-ops
"
,
channel
: env
.
SLACK_CHANNEL
mattermostSend
color
:
'
danger
'
,
message
:
"
*<
${
env.BUILD_URL
}
console|
${
JOB_NAME
}
failed>*
${
GIT_COMMIT_SUMMARY
}
@kernels-backend-ops
"
,
channel
: env
.
SLACK_CHANNEL
}
success {
slackSend
color
:
'
good
'
,
message
:
"
*<
${
env.BUILD_URL
}
console|
${
JOB_NAME
}
passed>*
${
GIT_COMMIT_SUMMARY
}
"
,
channel
: env
.
SLACK_CHANNEL
mattermostSend
color
:
'
good
'
,
message
:
"
*<
${
env.BUILD_URL
}
console|
${
JOB_NAME
}
passed>*
${
GIT_COMMIT_SUMMARY
}
@kernels-backend-ops
"
,
channel
: env
.
SLACK_CHANNEL
}
aborted {
slackSend
color
:
'
warning
'
,
message
:
"
*<
${
env.BUILD_URL
}
console|
${
JOB_NAME
}
aborted>*
${
GIT_COMMIT_SUMMARY
}
"
,
channel
: env
.
SLACK_CHANNEL
mattermostSend
color
:
'
warning
'
,
message
:
"
*<
${
env.BUILD_URL
}
console|
${
JOB_NAME
}
aborted>*
${
GIT_COMMIT_SUMMARY
}
@kernels-backend-ops
"
,
channel
: env
.
SLACK_CHANNEL
}
}
}
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