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Chunxi Wang
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Upgrade pip version to 20.2.2, comment tests except eia in order to build faster
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‎buildspec.yml

Lines changed: 55 additions & 55 deletions
Original file line numberDiff line numberDiff line change
@@ -11,7 +11,7 @@ env:
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GITHUB_REPO: 'sagemaker-pytorch-serving-container'
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DLC_ACCOUNT: '763104351884'
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SETUP_FILE: 'setup_cmds.sh'
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SETUP_CMDS: '#!/bin/bash\npython3.6 -m pip install --upgrade pip\npython3.6 -m pip install -U -e .\npython3.6 -m pip install -U -e .[test]'
14+
SETUP_CMDS: '#!/bin/bash\npython3.6 -m pip install --upgrade pip==20.2.2\npython3.6 -m pip install -U -e .\npython3.6 -m pip install -U -e .[test]'
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phases:
@@ -35,66 +35,66 @@ phases:
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# run unit tests
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- tox -e py36,py37 test/unit
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# define tags
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- GENERIC_TAG="$FRAMEWORK_VERSION-pytorch-$BUILD_ID"
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- DLC_CPU_TAG="$FRAMEWORK_VERSION-dlc-cpu-$BUILD_ID"
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- DLC_GPU_TAG="$FRAMEWORK_VERSION-dlc-gpu-$BUILD_ID"
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# # define tags
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# - GENERIC_TAG="$FRAMEWORK_VERSION-pytorch-$BUILD_ID"
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# - DLC_CPU_TAG="$FRAMEWORK_VERSION-dlc-cpu-$BUILD_ID"
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# - DLC_GPU_TAG="$FRAMEWORK_VERSION-dlc-gpu-$BUILD_ID"
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- DLC_EIA_TAG="$FRAMEWORK_VERSION-dlc-eia-$BUILD_ID"
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# run local CPU integration tests (build and push the image to ECR repo)
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- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/local --build-image --push-image --dockerfile-type pytorch --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor cpu --tag $GENERIC_TAG"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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- 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 $DLC_CPU_TAG"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# launch remote GPU instance
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- prefix='ml.'
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- instance_type=${GPU_INSTANCE_TYPE#"$prefix"}
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- create-key-pair
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- launch-ec2-instance --instance-type $instance_type --ami-name dlami-ubuntu-latest
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# build DLC GPU image because the base DLC image is too big and takes too long to build as part of the test
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- python3 setup.py sdist
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- build_dir="test/container/$FRAMEWORK_VERSION"
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- $(aws ecr get-login --registry-ids $DLC_ACCOUNT --no-include-email --region $AWS_DEFAULT_REGION)
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- docker build -f "$build_dir/Dockerfile.dlc.gpu" -t $PREPROD_IMAGE:$DLC_GPU_TAG --build-arg region=$AWS_DEFAULT_REGION .
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# push DLC GPU image to ECR
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- $(aws ecr get-login --registry-ids $ACCOUNT --no-include-email --region $AWS_DEFAULT_REGION)
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- docker push $PREPROD_IMAGE:$DLC_GPU_TAG
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# run GPU local integration tests
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- printf "$SETUP_CMDS" > $SETUP_FILE
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# no reason to rebuild the image again since it was already built and pushed to ECR during CPU tests
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- generic_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 $GENERIC_TAG"
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- test_cmd="remote-test --github-repo $GITHUB_REPO --test-cmd \"$generic_cmd\" --setup-file $SETUP_FILE --pr-number \"$PR_NUM\""
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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- 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"
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- test_cmd="remote-test --github-repo $GITHUB_REPO --test-cmd \"$dlc_cmd\" --setup-file $SETUP_FILE --pr-number \"$PR_NUM\" --skip-setup"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# run CPU sagemaker integration tests
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- 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 $GENERIC_TAG"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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- 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 $DLC_CPU_TAG"
79-
- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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81-
# run GPU sagemaker integration tests
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- 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 $GENERIC_TAG"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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- 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 $DLC_GPU_TAG"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# # run local CPU integration tests (build and push the image to ECR repo)
45+
# - test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/local --build-image --push-image --dockerfile-type pytorch --region $AWS_DEFAULT_REGION --docker-base-name $ECR_REPO --aws-id $ACCOUNT --framework-version $FRAMEWORK_VERSION --processor cpu --tag $GENERIC_TAG"
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# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# - 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 $DLC_CPU_TAG"
48+
# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
49+
50+
# # launch remote GPU instance
51+
# - prefix='ml.'
52+
# - instance_type=${GPU_INSTANCE_TYPE#"$prefix"}
53+
# - create-key-pair
54+
# - launch-ec2-instance --instance-type $instance_type --ami-name dlami-ubuntu-latest
55+
56+
# # build DLC GPU image because the base DLC image is too big and takes too long to build as part of the test
57+
# - python3 setup.py sdist
58+
# - build_dir="test/container/$FRAMEWORK_VERSION"
59+
# - $(aws ecr get-login --registry-ids $DLC_ACCOUNT --no-include-email --region $AWS_DEFAULT_REGION)
60+
# - docker build -f "$build_dir/Dockerfile.dlc.gpu" -t $PREPROD_IMAGE:$DLC_GPU_TAG --build-arg region=$AWS_DEFAULT_REGION .
61+
# # push DLC GPU image to ECR
62+
# - $(aws ecr get-login --registry-ids $ACCOUNT --no-include-email --region $AWS_DEFAULT_REGION)
63+
# - docker push $PREPROD_IMAGE:$DLC_GPU_TAG
64+
65+
# # run GPU local integration tests
66+
# - printf "$SETUP_CMDS" > $SETUP_FILE
67+
# # no reason to rebuild the image again since it was already built and pushed to ECR during CPU tests
68+
# - generic_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 $GENERIC_TAG"
69+
# - test_cmd="remote-test --github-repo $GITHUB_REPO --test-cmd \"$generic_cmd\" --setup-file $SETUP_FILE --pr-number \"$PR_NUM\""
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# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# - 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"
72+
# - test_cmd="remote-test --github-repo $GITHUB_REPO --test-cmd \"$dlc_cmd\" --setup-file $SETUP_FILE --pr-number \"$PR_NUM\" --skip-setup"
73+
# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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75+
# # run CPU sagemaker integration tests
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# - 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 $GENERIC_TAG"
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# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# - 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 $DLC_CPU_TAG"
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# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
80+
81+
# # run GPU sagemaker integration tests
82+
# - 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 $GENERIC_TAG"
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# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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# - 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 $DLC_GPU_TAG"
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# - execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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8787
# run EIA sagemaker integration tests
8888
- test_cmd="IGNORE_COVERAGE=- tox -e py36 -- test/integration/sagemaker --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 --accelerator-type $EIA_ACCELERATOR_TYPE --tag $DLC_EIA_TAG"
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- execute-command-if-has-matching-changes "$test_cmd" "test/" "src/*.py" "setup.py" "setup.cfg" "buildspec-toolkit.yml" "artifacts/*"
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finally:
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# shut down remote GPU instance
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- cleanup-gpu-instances
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- cleanup-key-pairs
95-
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# remove ECR image
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- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$GENERIC_TAG
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- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_CPU_TAG
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- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_GPU_TAG
92+
# # shut down remote GPU instance
93+
# - cleanup-gpu-instances
94+
# - cleanup-key-pairs
95+
96+
# # remove ECR image
97+
# - aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$GENERIC_TAG
98+
# - aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_CPU_TAG
99+
# - aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_GPU_TAG
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- aws ecr batch-delete-image --repository-name $ECR_REPO --region $AWS_DEFAULT_REGION --image-ids imageTag=$DLC_EIA_TAG

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