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example-gto: remove annotate and move artifacts to dvc.yaml #192

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merged 4 commits into from
May 24, 2023
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example-gto: remove annotate and move artifacts to dvc.yaml #192

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873a5b5
remove annotate and move artifacts to dvc.yaml
aguschin Mar 31, 2023
5addb17
adapting to gto-action@v2
aguschin May 23, 2023
99b6bed
Update example-gto/code/mlem/.github/workflows/deploy-model-with-mlem…
aguschin May 23, 2023
5e83ee2
Update example-gto/code/mlem/.github/workflows/deploy-model-with-mlem…
aguschin May 23, 2023
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2 changes: 1 addition & 1 deletion example-gto/code/.github/workflows/gto-act-on-tags.yml
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Expand Up @@ -12,7 +12,7 @@ jobs:
- uses: actions/checkout@v3
- name: "GTO: figure out what was registered/promoted and show the Registry state"
id: gto
uses: iterative/gto-action@v1
uses: iterative/gto-action@v2
- uses: actions/setup-python@v2
- name: Install dependencies
run: |
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4 changes: 3 additions & 1 deletion example-gto/code/mlem/.github/workflows/deploy-model-with-mlem.yml
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Expand Up @@ -16,7 +16,9 @@ jobs:
- uses: actions/checkout@v3
- name: "GTO: figure out what was registered/promoted and show the Registry state"
id: gto
uses: iterative/gto-action@v1
uses: iterative/gto-action@v2
with:
download: true
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# we define the Job outputs here to let the next Job use them
outputs:
name: ${{ steps.gto.outputs.name }}
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23 changes: 18 additions & 5 deletions example-gto/generate.sh
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Expand Up @@ -44,7 +44,7 @@ source $BUILD_PATH/.venv/bin/activate

TOTAL_TAGS=15
STEP_TIME=100000
SLEEP_TIME=30
SLEEP_TIME=90
BEGIN_TIME=$(($(date +%s) - (${TOTAL_TAGS} * ${STEP_TIME})))
export TAG_TIME=${BEGIN_TIME}
export GIT_AUTHOR_DATE="${TAG_TIME} +0000"
Expand Down Expand Up @@ -84,17 +84,30 @@ if $PUSH; then
git ls-remote --tags origin | awk '/^(.*)(\s+)(.*[a-zA-Z0-9])$/ {print ":" $2}' | xargs git push origin
fi

echo "Initialize DVC"
dvc init
git commit -m "Initialize DVC"
echo "Create new models"
mkdir models
echo "1st version" > models/churn.pkl
git add models requirements.txt
tick
git commit -am "Create models"

gto annotate churn --type model --path models/churn.pkl --must-exist
gto annotate segment --type model --path s3://mycorp/proj-ml/segm-model-2022-04-15.pt
gto annotate cv-class --type model --path s3://mycorp/proj-ml/classif-v2.pt
git add artifacts.yaml
cat >> dvc.yaml<< EOF
artifacts:
churn:
type: model
path: models/churn.pkl
segment:
type: model
path: s3://mycorp/proj-ml/segm-model-2022-04-15.pt
cv-class:
type: model
path: s3://mycorp/proj-ml/classif-v2.pt
EOF
git add dvc.yaml

tick
git commit -m "Annotate models with GTO"
if $PUSH; then
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