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integration.yml
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name: Integration tests
on:
workflow_dispatch:
inputs:
djl-version:
description: 'The released version of DJL.'
required: true
default: ''
tag-suffix:
description: 'Run tests on the specific tags suffix i.e. arch-{suffix}'
required: false
type: string
default: 'nightly'
image-repo:
description: 'The repository to fetch images from'
required: false
type: string
default: '185921645874.dkr.ecr.us-east-1.amazonaws.com/djl-ci-temp'
workflow_call:
inputs:
djl-version:
description: 'The released version of DJL.'
required: false
type: string
default: ''
tag-suffix:
description: 'Run tests on the specific tags suffix i.e. arch-{suffix}'
required: false
type: string
default: 'nightly'
image-repo:
description: 'The repository to fetch images from'
required: false
type: string
default: '185921645874.dkr.ecr.us-east-1.amazonaws.com/djl-ci-temp'
outputs:
failure_cpu:
value: ${{ jobs.test.outputs.failure_cpu || '0' }}
failure_gpu:
value: ${{ jobs.test.outputs.failure_gpu || '0' }}
failure_aarch64:
value: ${{ jobs.test.outputs.failure_aarch64 || '0' }}
failure_lmi:
value: ${{ jobs.test.outputs.failure_lmi || '0' }}
failure_trtllm:
value: ${{ jobs.test.outputs.failure_trtllm || '0' }}
permissions:
id-token: write
contents: read
jobs:
create-runners:
runs-on: [self-hosted, scheduler]
steps:
- name: Create new G6 instance
id: create_gpu
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \
--fail \
| jq '.token' | tr -d '"' )
./start_instance.sh action_g6 $token djl-serving
- name: Create new G6 instance
id: create_gpu2
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \
--fail \
| jq '.token' | tr -d '"' )
./start_instance.sh action_g6 $token djl-serving
- name: Create new G6 instance
id: create_gpu3
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \
--fail \
| jq '.token' | tr -d '"' )
./start_instance.sh action_g6 $token djl-serving
- name: Create new G6 instance
id: create_gpu4
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \
--fail \
| jq '.token' | tr -d '"' )
./start_instance.sh action_g6 $token djl-serving
- name: Create new Graviton instance
id: create_aarch64
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \
--fail \
| jq '.token' | tr -d '"' )
./start_instance.sh action_graviton $token djl-serving
- name: Create new CPU instance
id: create_cpu
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \
--fail \
| jq '.token' | tr -d '"' )
./start_instance.sh action_cpu $token djl-serving
outputs:
gpu_instance_id_1: ${{ steps.create_gpu.outputs.action_g6_instance_id }}
gpu_instance_id_2: ${{ steps.create_gpu2.outputs.action_g6_instance_id }}
gpu_instance_id_3: ${{ steps.create_gpu3.outputs.action_g6_instance_id }}
gpu_instance_id_4: ${{ steps.create_gpu4.outputs.action_g6_instance_id }}
aarch64_instance_id: ${{ steps.create_aarch64.outputs.action_graviton_instance_id }}
cpu_instance_id: ${{ steps.create_cpu.outputs.action_cpu_instance_id }}
test:
runs-on:
- 'self-hosted'
- ${{ format('RUN_ID-{0}', github.run_id) }}
- ${{ format('RUN_NUMBER-{0}', github.run_number) }}
- ${{ format('SHA-{0}', github.sha) }}
- ${{ format('JOB-{0}', 'create-runners') }}
- ${{ matrix.test.instance }}
timeout-minutes: 180
needs: create-runners
strategy:
fail-fast: false
matrix:
test:
- test: TestCpuFull
instance: cpu
failure-prefix: cpu
- test: TestCpuBoth
instance: cpu
failure-prefix: cpu
- test: TestGpu
instance: g6
failure-prefix: gpu
- test: TestAarch64
instance: aarch64
failure-prefix: aarch64
# - test: TestHfHandler
# instance: g6
# failure-prefix: lmi
# - test: TestTrtLlmHandler1
# instance: g6
# failure-prefix: trtllm
# - test: TestTrtLlmHandler2
# instance: g6
# failure-prefix: trtllm
- test: TestVllm1
instance: g6
failure-prefix: lmi
- test: TestVllmCustomHandlers
instance: g6
failure-prefix: lmi
- test: TestVllmLora
instance: g6
failure-prefix: lmi
- test: TestVllmAsyncLora
instance: g6
failure-prefix: lmi
- test: TestMultiModalVllm
instance: g6
failure-prefix: lmi
# - test: TestTextEmbedding
# instance: g6
# failure-prefix: lmi
# - test: TestCorrectnessTrtLlm
# instance: g6
# failure-prefix: trtllm
- test: TestStatefulModel
instance: g6
failure-prefix: lmi
outputs:
failure_cpu: ${{ steps.test-failure.outputs.failure_cpu }}
failure_gpu: ${{ steps.test-failure.outputs.failure_gpu }}
failure_aarch64: ${{ steps.test-failure.outputs.failure_aarch64 }}
failure_lmi: ${{ steps.test-failure.outputs.failure_lmi }}
failure_trtllm: ${{ steps.test-failure.outputs.failure_trtllm }}
steps:
- uses: actions/checkout@v4
- name: Clean env
run: |
yes | docker system prune -a --volumes
sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/
echo "wait dpkg lock..."
while sudo fuser /var/{lib/{dpkg,apt/lists},cache/apt/archives}/lock >/dev/null 2>&1; do sleep 5; done
- name: Set up JDK 17
uses: actions/setup-java@v4
with:
distribution: 'corretto'
java-version: 17
- name: Set up Python3
uses: actions/setup-python@v5
with:
python-version: '3.10.x'
- name: Install pip dependencies
run: |
python -m pip install --upgrade pip
pip install pytest requests "numpy<2" pillow huggingface_hub awscli torch
- name: Install awscurl
working-directory: tests/integration
run: |
wget https://publish.djl.ai/awscurl/awscurl
chmod +x awscurl
mkdir outputs
- name: Configure AWS Credentials
uses: aws-actions/configure-aws-credentials@v4
with:
role-to-assume: arn:aws:iam::185921645874:role/github-actions-djl-serving
aws-region: us-east-1
role-duration-seconds: 7200
- name: Test
working-directory: tests/integration
env:
TEST_DJL_VERSION: ${{ inputs.djl-version }}
IMAGE_TAG_SUFFIX: ${{ inputs.tag-suffix }}
IMAGE_REPO: ${{ inputs.image-repo }}
run: |
ECR_REGION=$(echo "$IMAGE_REPO" | awk -F. '{print $4}')
if [[ -n "$ECR_REGION" ]]; then
aws ecr get-login-password --region $ECR_REGION | docker login --username AWS --password-stdin "$IMAGE_REPO"
fi
python -m pytest -s -k ${{ matrix.test.test }} tests.py
- name: Cleanup
working-directory: tests/integration
run: |
rm -rf outputs
rm awscurl
- name: On Failure
id: test-failure
if: ${{ failure() }}
working-directory: tests/integration
run: |
for file in outputs/*; do if [ -f "$file" ]; then echo "Contents of $file:"; cat "$file"; echo; fi; done
sudo rm -rf outputs && sudo rm -rf models
rm awscurl
./remove_container.sh
failure_prefix="${{ matrix.test.failure-prefix }}"
echo "failure_${failure_prefix}=1" >> "$GITHUB_OUTPUT"
- name: Upload test logs
if: ${{ always() }}
uses: actions/upload-artifact@v4
with:
name: test-${{ matrix.test.test }}-logs
path: tests/integration/all_logs/
stop-runners:
if: always()
runs-on: [ self-hosted, scheduler ]
needs: [ create-runners, test ]
steps:
- name: Stop all instances
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_1 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_2 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_3 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_4 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.aarch64_instance_id }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.cpu_instance_id }}
./stop_instance.sh $instance_id