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57 changes: 0 additions & 57 deletions buildspec.yml
Original file line number Diff line number Diff line change
Expand Up @@ -33,60 +33,3 @@ phases:

# run unit tests
- tox -e py36,py37,py38 test/unit

# define tags
- GENERIC_CPU_TAG="$FRAMEWORK_VERSION-mxnet-cpu-$BUILD_ID"
- DLC_CPU_TAG="$FRAMEWORK_VERSION-dlc-cpu-$BUILD_ID"
- DLC_GPU_TAG="$FRAMEWORK_VERSION-dlc-gpu-$BUILD_ID"
- DLC_EIA_TAG="$EIA_FRAMEWORK_VERSION-dlc-eia-$BUILD_ID"

# run local CPU integration tests (build and push the image to ECR repo)
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/local --build-image --push-image --dockerfile-type mxnet.cpu --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor cpu --tag $GENERIC_CPU_TAG"
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/local --build-image --push-image --dockerfile-type dlc.cpu --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor cpu --tag $DLC_CPU_TAG"
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"

# launch remote GPU instance
- prefix='ml.'
- instance_type=${GPU_INSTANCE_TYPE#"$prefix"}
- create-key-pair
- launch-ec2-instance --instance-type $instance_type --ami-name dlami-ubuntu

# build GPU images because they are too big and take too long to build as part of the test
- python3.6 setup.py sdist
- build_dir="test/container/$FRAMEWORK_VERSION"
- $(aws ecr get-login --registry-ids $DLC_ACCOUNT --no-include-email --region $AWS_DEFAULT_REGION)
- docker build -f "$build_dir/Dockerfile.dlc.gpu" -t $PREPROD_IMAGE:$DLC_GPU_TAG --build-arg region=$AWS_DEFAULT_REGION .
# push images to ECR
- $(aws ecr get-login --registry-ids $ACCOUNT --no-include-email --region $AWS_DEFAULT_REGION)
- docker push $PREPROD_IMAGE:$DLC_GPU_TAG

# run GPU local integration tests
- printf "$SETUP_CMDS" > $SETUP_FILE
- dlc_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/local --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor gpu --tag $DLC_GPU_TAG"
- test_cmd="remote-test --github-repo $GITHUB_REPO --test-cmd \"$dlc_cmd\" --setup-file $SETUP_FILE --pr-number \"$PR_NUM\""
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"

# run CPU sagemaker integration tests
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/sagemaker --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor cpu --instance-type $CPU_INSTANCE_TYPE --tag $GENERIC_CPU_TAG"
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/sagemaker --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor cpu --instance-type $CPU_INSTANCE_TYPE --tag $DLC_CPU_TAG"
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"

# run GPU sagemaker integration tests
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/sagemaker --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor gpu --instance-type $GPU_INSTANCE_TYPE --tag $DLC_GPU_TAG"
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"

# run EIA tests
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/sagemaker/test_elastic_inference.py --build-image --push-image --dockerfile-type dlc.eia --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $EIA_FRAMEWORK_VERSION --processor cpu --instance-type $CPU_INSTANCE_TYPE --tag $DLC_EIA_TAG --accelerator-type $EI_ACCELERATOR_TYPE"
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec.yml" "artifacts/*"

finally:
# shut down remote GPU instance
- cleanup-gpu-instances
- cleanup-key-pairs

# remove ECR image
- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$GENERIC_CPU_TAG
- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_CPU_TAG
- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_GPU_TAG