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config.yml
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# Use the latest 2.1 version of CircleCI pipeline process engine. See: https://circleci.com/docs/2.0/configuration-reference
version: 2.1
orbs:
win: circleci/[email protected]
slack: circleci/[email protected]
kubernetes: circleci/[email protected]
helm: circleci/[email protected]
gcloud: circleci/[email protected]
queue: eddiewebb/queue@volatile
codecov: codecov/[email protected]
executors:
python-37:
docker:
- image: python:3.7-slim-buster
python-38:
docker:
- image: python:3.8-slim-buster
python-39:
docker:
- image: python:3.9-slim-buster
parameters:
det-version:
type: string
default: 0.19.4-dev0
docker-image:
type: string
default: determinedai/cimg-base:latest
machine-image:
type: string
default: ubuntu-2004:202201-02
gpu-machine-image:
type: string
default: ubuntu-2004-cuda-11.2:202103-01
# Some python, go, and react dependencies are cached by circleci via `save_cache`/`restore_cache`.
# If the dependencies stay the same, but the circleci code that would produce them is changed,
# it may be necessary to invalidate the cache by incrementing this value.
# For example, if you change an env variable affecting a build of a python package with the same version,
# the old build may be cached, and you may need to invalidate it.
cache-buster:
type: string
default: v1dev12
gke-version:
type: string
default: "1.21.14"
release-and-rc-filters: &release-and-rc-filters
branches:
ignore:
- /.*/
tags:
only:
- /(\d)+(\.(\d)+)+/
- /((\d)+(\.(\d)+)+)(-rc)(\d)+/
rc-filters: &rc-filters
branches:
ignore:
- /.*/
tags:
only:
- /((\d)+(\.(\d)+)+)(-rc)(\d)+/
release-filters: &release-filters
branches:
ignore:
- /.*/
tags:
only:
- /(\d)+(\.(\d)+)+/
upstream-feature-branch: &upstream-feature-branch
branches:
ignore:
- /pull\/.*/
- /release-.*/
- master
any-upstream: &any-upstream
branches:
ignore:
- /pull\/.*/
commands:
fix-circle-working-directory:
description: "Fix CIRCLE_WORKING_DIRECTORY"
steps:
- run: echo 'CIRCLE_WORKING_DIRECTORY="${CIRCLE_WORKING_DIRECTORY/#\~/$HOME}"' >> $BASH_ENV
# circleci's checkout does not fetch submodules by default
# https://circleci.com/docs/2.0/configuration-reference/#checkout
checkout-with-sm:
steps:
- checkout
- run: git submodule sync
- run: git submodule update --init
skip-if-docs-only:
steps:
- run: git remote add upstream https://github.com/determined-ai/determined
- run: git fetch upstream
- run:
name: check for docs-only changes
command: |
MERGE_BASE="$(git merge-base upstream/master HEAD)"
DIFF_DIRS="$(git diff-tree --no-commit-id --name-only "$MERGE_BASE" HEAD)"
if [ "$DIFF_DIRS" = "docs" ] ; then
echo "docs-only change detected, halting job now"
circleci-agent step halt
else
echo "detected non-docs-only changes: $DIFF_DIRS"
fi
skip-if-webui-only:
steps:
- run: git fetch upstream
- run:
name: check for webui-only changes # must be run after skip-if-docs-only
command: |
MERGE_BASE="$(git merge-base upstream/master HEAD)"
DIFF_DIRS="$(git diff-tree --no-commit-id --name-only "$MERGE_BASE" HEAD)"
if [ "$DIFF_DIRS" = "webui" ] ; then
echo "webui-only change detected, halting job now"
circleci-agent step halt
else
echo "detected non-webui-only changes: $DIFF_DIRS"
fi
skip-if-not-shared:
steps:
- run: git remote add upstream https://github.com/determined-ai/determined
- run: git fetch upstream
- run:
name: check for shared changes
command: |
MERGE_BASE="$(git merge-base upstream/master HEAD)"
DIFF_DIRS="$(git diff-tree --no-commit-id --name-only "$MERGE_BASE":webui/react/src HEAD:webui/react/src)"
if [ "$DIFF_DIRS" = "shared" ] ; then
echo "shared code changed, running downstream test"
else
echo "shared code not affected, halting job now"
circleci-agent step halt
fi
set-slack-user-id:
steps:
- run:
name: Set Slack variables
command: |
if ! [ -x "$(command -v jq)" ]; then
apt update && apt install -y jq
fi
AUTHOR_EMAIL="$(git show -s --format='%ae' $CIRCLE_SHA1)"
echo "export AUTHOR_EMAIL=\"${AUTHOR_EMAIL}\"" >> $BASH_ENV
LOOKUP_RESPONSE=$(curl -s "https://slack.com/api/users.lookupByEmail?token=${SLACK_API_TOKEN}&email=${AUTHOR_EMAIL}")
SUCCESS=$(echo "$LOOKUP_RESPONSE" | jq ".ok")
if [[ "$SUCCESS" == "true" ]]; then
SLACK_USER_ID=$(echo "$LOOKUP_RESPONSE" | jq -r ".user.id")
SLACK_NAME=$(echo "$LOOKUP_RESPONSE" | jq -r ".user.name")
echo "export SLACK_NAME=\"${SLACK_NAME}\"" >> $BASH_ENV
echo "export SLACK_USER_ID=\"${SLACK_USER_ID}\"" >> $BASH_ENV
else
echo "Unable to find Slack user ID for \"${AUTHOR_EMAIL}\"."
fi
pull-task-images:
parameters:
tf1:
type: boolean
default: false
tf2:
type: boolean
default: false
steps:
- when:
condition: <<parameters.tf1>>
steps:
- run: docker pull determinedai/environments:py-3.7-pytorch-1.7-tf-1.15-cpu-9119094
- when:
condition: <<parameters.tf2>>
steps:
- run: docker pull determinedai/environments:py-3.8-pytorch-1.10-tf-2.8-cpu-9119094
login-docker:
parameters:
repository:
type: string
default: ""
username:
type: string
password:
type: string
steps:
- run: echo "<<parameters.password>>" | docker login <<parameters.repository>> -u "<<parameters.username>>" --password-stdin
login-helm:
steps:
- run: helm repo add determined https://helm.ngc.nvidia.com/isv-ngc-partner/determined --username=$NGC_API_USERNAME --password=$NGC_API_KEY
reinstall-go:
steps:
- run: sudo rm -rf /usr/local/go # Remove system go.
- run: curl https://dl.google.com/go/go1.18.linux-amd64.tar.gz -o /tmp/go.linux-amd64.tar.gz
- run: sudo tar -C /usr/local -xzf /tmp/go.linux-amd64.tar.gz
install-protoc:
steps:
- run: curl -o /tmp/protoc.zip -L https://github.com/protocolbuffers/protobuf/releases/download/v3.17.1/protoc-3.17.1-linux-x86_64.zip
- run: unzip /tmp/protoc.zip -d $HOME/.local
setup-go-intg-deps:
steps:
- install-protoc # Install newer version of protoc into $HOME/.local/bin, since default is proto2.
- run: PATH=$HOME/.local/bin:$PATH make -C proto get-deps
- run: PATH=$HOME/.local/bin:$PATH make -C proto build
- run: make -C master get-deps
- run: make -C agent get-deps
- install-devcluster
- start-devcluster:
target-stage: elastic
devcluster-config: elastic-base.devcluster.yaml
go-get-deps:
steps:
- install-protoc
- restore_cache:
keys:
- det-go-deps-<<pipeline.parameters.cache-buster>>-{{ checksum "master/go.sum" }}-{{ checksum "agent/go.sum" }}-{{ checksum "proto/go.sum" }}
- run: make -C proto get-deps
- run: make -C master get-deps
- run: make -C agent get-deps
- save_cache:
key: det-go-deps-<<pipeline.parameters.cache-buster>>-{{ checksum "master/go.sum" }}-{{ checksum "agent/go.sum" }}-{{ checksum "proto/go.sum" }}
paths:
- "/home/circleci/go/pkg/mod/"
react-get-deps:
steps:
- attach_workspace:
at: .
- restore_cache:
keys:
- det-react-deps-<<pipeline.parameters.cache-buster>>-{{ checksum "webui/react/package-lock.json" }}
- run:
name: Get React dependencies
command: |
if [ ! -d "webui/react/node_modules" ]; then
make -C webui/react get-deps-npm
fi
- save_cache:
key: det-react-deps-<<pipeline.parameters.cache-buster>>-{{ checksum "webui/react/package-lock.json" }}
paths:
- "webui/react/node_modules"
install-wheel:
parameters:
package-name:
type: string
package-location:
type: string
steps:
- run:
name: Install <<parameters.package-name>>
working_directory: <<parameters.package-location>>
command: |
make build
pip install --find-links dist <<parameters.package-name>>==<< pipeline.parameters.det-version >>
pip install --no-deps --force-reinstall --find-links dist <<parameters.package-name>>==<< pipeline.parameters.det-version >>
setup-python-venv:
description: Set up and create Python venv.
parameters:
determined:
type: boolean
default: false
model-hub:
type: boolean
default: false
install-python:
type: boolean
default: true
extras-requires:
type: string
default: ""
extra-requirements-file:
type: string
default: ""
executor:
type: string
python-version:
type: string
default: "3.7.11"
steps:
- when:
condition: <<parameters.install-python>>
steps:
- run:
name: prepare conda PATH
command: |
echo 'export PATH=/opt/conda/bin:${PATH}' >> $BASH_ENV
- run:
name: prepare conda install_python.sh
command: |
cat \<<'EOF' > /tmp/install_python.sh
#!/bin/bash
PYTHON_VERSION="${1}"
CONDA_DIR="/opt/conda"
CONDA_INSTALLER="Miniconda3-py39_4.10.3-Linux-x86_64.sh"
CONDA_MD5="8c69f65a4ae27fb41df0fe552b4a8a3b"
CONDA_URL="https://repo.anaconda.com/miniconda"
mkdir -p /etc/determined/conda.d
mkdir -p "${CONDA_DIR}"
cd /tmp
curl --retry 3 -fsSL -O "${CONDA_URL}/${CONDA_INSTALLER}"
echo "${CONDA_MD5} ${CONDA_INSTALLER}" | md5sum -c -
bash "./${CONDA_INSTALLER}" -u -b -p "${CONDA_DIR}"
rm -f "./${CONDA_INSTALLER}"
${CONDA_DIR}/bin/conda install python=${PYTHON_VERSION}
${CONDA_DIR}/bin/conda update --prefix ${CONDA_DIR} --all -y
${CONDA_DIR}/bin/conda clean --all -y
EOF
- run:
name: run conda install_python.sh
command: |
sudo bash /tmp/install_python.sh <<parameters.python-version>>
- run:
name: Setup venv
command: |
python3 -m venv /tmp/venv
echo 'export PATH=/tmp/venv/bin:$PATH' >> $BASH_ENV
/tmp/venv/bin/python -m pip install --upgrade pip wheel setuptools
- run:
name: Write cache key
command: |
echo <<parameters.executor>> > /tmp/cachefile
pip freeze --all >> /tmp/cachefile
if [ "<<parameters.determined>>" = "true" ]; then
cat harness/setup.py >> /tmp/cachefile
fi
if [ "<<parameters.model-hub>>" = "true" ]; then
cat model_hub/setup.py >> /tmp/cachefile
fi
echo <<parameters.extras-requires>> >> /tmp/cachefile
if [ -n <<parameters.extra-requirements-file>> ]; then
cat <<parameters.extra-requirements-file>> >> /tmp/cachefile
fi
- restore_cache:
keys:
- det-python-deps-<<pipeline.parameters.cache-buster>>-{{ checksum "/tmp/cachefile" }}
- when:
condition: <<parameters.determined>>
steps:
- install-wheel:
package-name: determined
package-location: ~/project/harness
- when:
condition: <<parameters.model-hub>>
steps:
- run:
name: Install mmdetection dependencies
command: |
sudo apt-get update
sudo apt-get install -y ffmpeg libsm6 libxext6
- install-wheel:
package-name: model-hub
package-location: ~/project/model_hub
- run:
name: Install <<parameters.extras-requires>>
command: |
if [ -n "<<parameters.extras-requires>>" ]; then
pip install --progress-bar off <<parameters.extras-requires>>
fi
- run:
name: Install <<parameters.extra-requirements-file>>
command: |
if [ -n "<<parameters.extra-requirements-file>>" ]; then
pip install -r <<parameters.extra-requirements-file>>
fi
- save_cache:
key: det-python-deps-<<pipeline.parameters.cache-buster>>-{{ checksum "/tmp/cachefile" }}
paths:
- "/tmp/venv"
- run: python --version
- run: pip --version
- run: pip freeze --all
# Allow this to fail, but it is useful for debugging.
- run: sh -c "pip check || true"
run-e2e-tests:
parameters:
mark:
type: string
default: ""
junit-path:
type: string
default: "/tmp/test-results/e2e/tests.xml"
master-scheme:
type: string
default: "http"
master-host:
type: string
default: "localhost"
master-port:
type: string
default: "8080"
master-cert:
type: string
default: ""
master-cert-name:
type: string
default: ""
managed-devcluster:
type: boolean
default: false
extra-pytest-flags:
type: string
default: ""
steps:
- run:
name: Split tests
working_directory: ~/project/e2e_tests
command: |
# If a test mark is specified, preselect only files that contain tests with that mark to
# minimize how wrong CircleCI's splitting can get things.
if [ -n "<<parameters.mark>>" ]; then
mark="<<parameters.mark>>"
# Extract the first mark for complex conditions such as 'mark1 and not mark2'.
mark_prefix=${mark%% and*}
find tests -name 'test*.py' -print0 | xargs -0 grep -rl "pytest\.mark\.$mark_prefix"
else
circleci tests glob 'tests/**/test*.py'
fi | circleci tests split --split-by=timings > /tmp/tests-to-run
echo "Running tests from these files:"
sed 's/^/- /' </tmp/tests-to-run
- unless:
condition: <<parameters.managed-devcluster>>
steps:
- wait-for-master:
scheme: <<parameters.master-scheme>>
host: <<parameters.master-host>>
port: <<parameters.master-port>>
- run:
name: Run e2e tests
working_directory: ~/project/e2e_tests
no_output_timeout: 30m
command: |
DET_MASTER_CERT_FILE=<<parameters.master-cert>> DET_MASTER_CERT_NAME=<<parameters.master-cert-name>> \
pytest -vv -s \
-m '<<parameters.mark>>' \
--durations=0 \
--master-scheme="<<parameters.master-scheme>>" \
--master-host="<<parameters.master-host>>" \
--master-port="<<parameters.master-port>>" \
-o junit_family=xunit1 \
--junit-xml="<<parameters.junit-path>>" \
<<parameters.extra-pytest-flags>> \
$(< /tmp/tests-to-run)
- upload-test-job:
only_on_branch: master
test_results_path: <<parameters.junit-path>>
run-det-deploy-tests:
parameters:
mark:
type: string
default: ""
det-version:
type: string
default: ""
steps:
- run:
name: Run det-deploy tests
working_directory: ~/project/e2e_tests
command: |
pytest -vv -s \
-m <<parameters.mark>> \
--det-version="<<parameters.det-version>>"
deploy-aws-cluster:
parameters:
cluster-id:
type: string
det-version:
type: string
keypair:
type: string
default: "integrations-test"
enable-cors:
type: boolean
default: false
master-tls-cert:
type: string
default: ""
master-tls-key:
type: string
default: ""
master-cert-name:
type: string
default: ""
aux-agent-instance-type:
type: string
default: "m5.large"
compute-agent-instance-type:
type: string
default: "p2.xlarge"
max-dynamic-agents:
type: integer
default: 1
retain-log-group:
type: boolean
default: false
log-group-prefix:
type: string
default: ""
reattach-enabled:
type: boolean
default: false
steps:
- run:
name: Initialize extra arguments
command: touch /tmp/det-deploy-extra-args
- when:
condition:
equal:
[ true, << parameters.enable-cors >> ]
steps:
- run:
name: Enable CORS
command: 'echo --enable-cors >> /tmp/det-deploy-extra-args'
- run:
name: Configure TLS arguments
command: |
if [ -n "<<parameters.master-tls-cert>>" ]; then echo "--master-tls-cert <<parameters.master-tls-cert>>" >> /tmp/det-deploy-extra-args; fi
if [ -n "<<parameters.master-tls-key>>" ]; then echo "--master-tls-key <<parameters.master-tls-key>>" >> /tmp/det-deploy-extra-args; fi
if [ -n "<<parameters.master-cert-name>>" ]; then echo "--master-cert-name <<parameters.master-cert-name>>" >> /tmp/det-deploy-extra-args; fi
- run:
name: Configure log group arguments
command: |
if <<parameters.retain-log-group>>; then echo "--retain-log-group" >> /tmp/det-deploy-extra-args; fi
if [ -n "<<parameters.log-group-prefix>>" ]; then echo "--log-group-prefix <<parameters.log-group-prefix>>" >> /tmp/det-deploy-extra-args; fi
- when:
condition:
equal:
[ true, <<parameters.reattach-enabled>> ]
steps:
- run:
name: set reattach-enabled
command: echo --agent-reattach-enabled true --agent-reconnect-attempts 24 --no-update-terminate-agents >> /tmp/det-deploy-extra-args
- run:
name: Deploy AWS cluster
command: |
echo "-----BEGIN ARGS-----"
cat /tmp/det-deploy-extra-args
echo "-----END ARGS-----"
det deploy aws up \
$(< /tmp/det-deploy-extra-args) \
--cluster-id <<parameters.cluster-id>> \
--det-version <<parameters.det-version>> \
--aux-agent-instance-type <<parameters.aux-agent-instance-type>> \
--compute-agent-instance-type <<parameters.compute-agent-instance-type>> \
--max-dynamic-agents <<parameters.max-dynamic-agents>> \
--keypair <<parameters.keypair>> \
--yes
terminate-aws-cluster:
parameters:
cluster-id:
type: string
steps:
- run:
name: Terminate AWS Cluster
when: always
command: |
det deploy aws down \
--cluster-id <<parameters.cluster-id>> --yes
setup-aws-cluster:
parameters:
cluster-id:
type: string
det-version:
type: string
compute-agent-instance-type:
type: string
default: "p2.xlarge"
aux-agent-instance-type:
type: string
default: "m5.large"
max-dynamic-agents:
type: integer
default: 1
master-tls-cert:
type: string
master-tls-key:
type: string
master-cert-name:
type: string
steps:
- set-cluster-id:
cluster-id: <<parameters.cluster-id>>
- deploy-aws-cluster:
cluster-id: ${CLUSTER_ID}
det-version: <<parameters.det-version>>
aux-agent-instance-type: <<parameters.aux-agent-instance-type>>
compute-agent-instance-type: <<parameters.compute-agent-instance-type>>
max-dynamic-agents: <<parameters.max-dynamic-agents>>
master-tls-cert: <<parameters.master-tls-cert>>
master-tls-key: <<parameters.master-tls-key>>
master-cert-name: <<parameters.master-cert-name>>
log-group-prefix: determined-ci
retain-log-group: true
- set-master-address-aws:
cluster-id: ${CLUSTER_ID}
master-tls-cert: <<parameters.master-tls-cert>>
master-tls-key: <<parameters.master-tls-key>>
terminate-gke-cluster:
parameters:
cluster-id:
type: string
region:
type: string
steps:
# Use a run instead of `gke/helm` orbs because circle CI orbs do not support `when`.
- run:
name: Delete Helm release
when: always
command: helm delete ci
- run:
name: Terminate GKE Cluster
when: always
command: |
gcloud container clusters delete <<parameters.cluster-id>> --quiet --region=<<parameters.region>>
setup-gke-cluster:
parameters:
cluster-id:
type: string
det-version:
type: string
gke-version:
type: string
machine-type:
type: string
num-machines:
type: integer
gpu-type:
type: string
gpus-per-machine:
type: integer
slot-type:
type: string
slot-resource-requests-cpu:
type: integer
region:
type: string
node-locations:
type: string
gcloud-service-key:
default: GCLOUD_SERVICE_KEY
description: The gcloud service key
type: env_var_name
google-compute-zone:
default: GOOGLE_COMPUTE_ZONE
description: The Google compute zone to connect with via the gcloud CLI
type: env_var_name
google-project-id:
default: GOOGLE_PROJECT_ID
description: The Google project ID to connect with via the gcloud CLI
type: env_var_name
steps:
- set-cluster-id:
cluster-id: <<parameters.cluster-id>>
- gcloud/install:
version: "319.0.0"
- kubernetes/install-kubectl
- gcloud/initialize:
gcloud-service-key: <<parameters.gcloud-service-key>>
google-compute-zone: <<parameters.google-compute-zone>>
google-project-id: <<parameters.google-project-id>>
- run:
command: gcloud container clusters create ${CLUSTER_ID} --machine-type=n1-standard-8 --cluster-version=<<parameters.gke-version>> --region=<<parameters.region>> --node-locations=<<parameters.node-locations>> --scopes storage-rw,cloud-platform --num-nodes 1 --labels environment=ci --no-enable-ip-alias --subnetwork default
name: Create GKE cluster
no_output_timeout: 30m
- run:
command: gcloud container clusters get-credentials ${CLUSTER_ID} --project determined-ai --region <<parameters.region>>
name: Get Kubeconfig
- when:
condition: <<parameters.gpus-per-machine>>
steps:
- run:
command: kubectl apply -f https://raw.githubusercontent.com/GoogleCloudPlatform/container-engine-accelerators/master/nvidia-driver-installer/cos/daemonset-preloaded.yaml
name: Install NVIDIA drivers
- helm/install-helm-chart:
chart: helm/charts/determined
helm-version: v3.2.4
namespace: "default"
wait: true
release-name: "ci"
values-to-override: |
detVersion=<<parameters.det-version>>,\
maxSlotsPerPod=<<parameters.gpus-per-machine>>,\
checkpointStorage.type=gcs,\
checkpointStorage.bucket=det-ci
- unless:
condition: <<parameters.gpus-per-machine>>
steps:
- helm/install-helm-chart:
chart: helm/charts/determined
helm-version: v3.2.4
namespace: "default"
wait: true
release-name: "ci"
values-to-override: |
detVersion=<<parameters.det-version>>,\
maxSlotsPerPod=1,\
checkpointStorage.type=gcs,\
checkpointStorage.bucket=det-ci,\
slotType=<<parameters.slot-type>>,\
slotResourceRequests.cpu=<<parameters.slot-resource-requests-cpu>>
- set-master-address-gke:
release-name: "ci"
namespace: "default"
- when:
condition: <<parameters.gpus-per-machine>>
steps:
- run:
command: gcloud container node-pools create accel --cluster ${CLUSTER_ID} --region <<parameters.region>> --num-nodes <<parameters.num-machines>> --accelerator type=<<parameters.gpu-type>>,count=<<parameters.gpus-per-machine>> --machine-type=<<parameters.machine-type>> --scopes cloud-platform
name: Create GPU node pool
- unless:
condition: <<parameters.gpus-per-machine>>
steps:
- run:
command: gcloud container node-pools create accel --cluster ${CLUSTER_ID} --region <<parameters.region>> --num-nodes <<parameters.num-machines>> --machine-type=<<parameters.machine-type>> --scopes cloud-platform
name: Create CPU node pool
setup-gke-cluster-cuda-11:
parameters:
cluster-id:
type: string
det-version:
type: string
gke-version:
type: string
machine-type:
type: string
num-machines:
type: integer
gpu-type:
type: string
gpus-per-machine:
type: integer
region:
type: string
node-locations:
type: string
gcloud-service-key:
default: GCLOUD_SERVICE_KEY
description: The gcloud service key
type: env_var_name
google-compute-zone:
default: GOOGLE_COMPUTE_ZONE
description: The Google compute zone to connect with via the gcloud CLI
type: env_var_name
google-project-id:
default: GOOGLE_PROJECT_ID
description: The Google project ID to connect with via the gcloud CLI
type: env_var_name
environment-image:
default: determinedai/environments:cuda-11.3-pytorch-1.10-tf-2.8-gpu-0.19.1
type: string
steps:
- set-cluster-id:
cluster-id: <<parameters.cluster-id>>
- gcloud/install:
version: "319.0.0"
- kubernetes/install-kubectl
- gcloud/initialize:
gcloud-service-key: <<parameters.gcloud-service-key>>
google-compute-zone: <<parameters.google-compute-zone>>
google-project-id: <<parameters.google-project-id>>
- run:
command: gcloud container clusters create ${CLUSTER_ID} --machine-type=n1-standard-8 --cluster-version=<<parameters.gke-version>> --region=<<parameters.region>> --node-locations=<<parameters.node-locations>> --scopes storage-rw,cloud-platform --num-nodes 1 --no-enable-ip-alias --subnetwork default
name: Create GKE cluster
no_output_timeout: 30m
- run:
command: gcloud container node-pools create accel --cluster ${CLUSTER_ID} --region <<parameters.region>> --num-nodes <<parameters.num-machines>> --accelerator type=<<parameters.gpu-type>>,count=<<parameters.gpus-per-machine>> --machine-type=<<parameters.machine-type>> --scopes cloud-platform
name: Create GPU node pool
- run:
command: gcloud container clusters get-credentials ${CLUSTER_ID} --project determined-ai --region <<parameters.region>>
name: Get Kubeconfig
- run:
command: kubectl apply -f https://raw.githubusercontent.com/GoogleCloudPlatform/container-engine-accelerators/master/nvidia-driver-installer/cos/daemonset-preloaded.yaml
name: Install NVIDIA drivers
- run:
command: kubectl create clusterrolebinding cluster-admin-binding --clusterrole cluster-admin --user "$(gcloud config get-value account)"
name: Setup cluster role binding
- helm/install-helm-chart:
chart: helm/charts/determined
helm-version: v3.2.4
namespace: "default"
wait: true
release-name: "ci"
values-to-override: |
detVersion=<<parameters.det-version>>,\
maxSlotsPerPod=<<parameters.gpus-per-machine>>,\
taskContainerDefaults.cpuImage=<<parameters.environment-image>>,\
taskContainerDefaults.gpuImage=<<parameters.environment-image>>,\
checkpointStorage.type=gcs,\
checkpointStorage.bucket=det-ci
- set-master-address-gke:
release-name: "ci"
namespace: "default"
generate-tls-cert:
steps:
- run: |
.circleci/scripts/generate_cert.sh /tmp/master
echo 'export MASTER_TLS_CERT=/tmp/master.crt MASTER_TLS_KEY=/tmp/master.key MASTER_CERT_NAME=determined-master-ci' >> $BASH_ENV
set-master-address-aws:
parameters:
cluster-id:
type: string
master-tls-cert:
type: string
master-tls-key:
type: string
steps:
- run: |
MASTER_HOST=$(python .circleci/scripts/get_output_from_stack.py <<parameters.cluster-id>> DeterminedAddress)
echo "export MASTER_HOST=\"${MASTER_HOST}\"" >> $BASH_ENV
- run: |
if [ -n "<<parameters.master-tls-cert>>" ] && [ -n "<<parameters.master-tls-key>>" ]; then
echo "export MASTER_PORT=8443" >> $BASH_ENV
echo "export MASTER_SCHEME=https" >> $BASH_ENV
fi
set-master-address-gke:
parameters:
release-name:
type: string
namespace:
type: string
steps:
- run:
name: Set Master Address
command: |
MASTER_HOST=$(kubectl get -n <<parameters.namespace>> service determined-master-service-<<parameters.release-name>> \
--output jsonpath='{.status.loadBalancer.ingress[0].ip}')
echo "export MASTER_HOST=\"${MASTER_HOST}\"" >> $BASH_ENV
echo "${MASTER_HOST}"
set-google-application-credentials:
steps:
- run:
name: Set Google Application Credentials
command: |
GOOGLE_APPLICATION_CREDENTIALS=${HOME}/gcloud-service-key.json
echo "export GOOGLE_APPLICATION_CREDENTIALS=\"${GOOGLE_APPLICATION_CREDENTIALS}\"" >> $BASH_ENV
set-cluster-id:
parameters:
cluster-id:
type: string
steps:
- run: echo "export CLUSTER_ID=\"<<parameters.cluster-id>>\"" >> $BASH_ENV
wait-for-master:
parameters:
scheme:
type: string
default: "http"
host:
type: string
port:
type: string
default: "8080"
steps:
- run: python .circleci/scripts/wait_for_master.py <<parameters.scheme>>://<<parameters.host>>:<<parameters.port>>
upload-test-job:
parameters:
only_on_branch:
type: string
default: ""
test_results_path:
type: string
default: ""
steps:
- when:
condition:
equal: [ <<parameters.only_on_branch>>, << pipeline.git.branch >> ]
steps:
- run:
name: Test run success -> uploading results to Determined CI
command: |
python .circleci/scripts/upload_test_results.py \
'success' \
${CIRCLE_NODE_INDEX} \
<<parameters.test_results_path>> \
${CIRCLE_BUILD_NUM} \
${DET_CI_ACCESS_KEY} \
${DET_CI_URL}
when: on_success
- run:
name: Test run failed -> uploading results to Determined CI
command: |
python .circleci/scripts/upload_test_results.py \
'failed' \
${CIRCLE_NODE_INDEX} \
<<parameters.test_results_path>> \
${CIRCLE_BUILD_NUM} \
${DET_CI_ACCESS_KEY} \
${DET_CI_URL}
when: on_fail
locate-cloudwatch-logs:
parameters:
cluster-id:
type: string
region:
type: string
default: us-west-2
steps:
- run:
name: Locate CloudWatch logs
when: always
command: |
LOG_GROUP=$(python .circleci/scripts/get_output_from_stack.py <<parameters.cluster-id>> LogGroup)
echo "Cluster logs can be found in CloudWatch under the log group $LOG_GROUP"
echo "or the URL below (if the log group is in your default region):"
ENC_LOG_GROUP=$(echo "$LOG_GROUP" | sed 's|/|$252F|g')
echo "https://console.aws.amazon.com/cloudwatch/home#logsV2:log-groups/log-group/$ENC_LOG_GROUP"
pre-package-and-push-system:
steps:
- go-get-deps
- run: make -C proto build
- run: make -C master check
- run: make -C agent check
install-devcluster:
steps:
- run: pip install git+https://github.com/determined-ai/[email protected]#egg=devcluster
- run:
command: |
if ! [ -x "$(command -v socat)" ]; then
apt update && apt install -y socat
fi
start-devcluster:
parameters:
devcluster-config:
type: string
default: double.devcluster.yaml
target-stage:
type: string
default: agent1
steps:
- run:
command: devcluster --oneshot -c .circleci/devcluster/<<parameters.devcluster-config>> --target-stage <<parameters.target-stage>>
background: true
jobs:
build-helm:
docker:
- image: <<pipeline.parameters.docker-image>>
steps:
- checkout
- helm/install-helm-client
- attach_workspace:
at: .
- run: make -C helm build
- persist_to_workspace:
root: .
paths:
- helm/build
- store_artifacts:
path: helm/build
build-docs:
docker:
- image: <<pipeline.parameters.docker-image>>
steps: