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CI-e2e-notebooks-text-vision.yml
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name: CI e2e notebooks text vision
on:
push:
branches: [main]
pull_request:
branches: [main]
paths:
- "raiwidgets/**"
- "responsibleai_vision/**"
- "responsibleai_text/**"
- ".github/workflows/CI-e2e-notebooks-vision.yml"
- "libs/e2e/src/lib/describer/modelAssessment/**"
- "libs/interpret-vision/**"
- "libs/interpret-text/**"
- "notebooks/**"
jobs:
ui-build:
env:
node-version: 16.x
runs-on: windows-latest
steps:
- uses: actions/checkout@v4
- name: Use Node.js ${{ env.node-version }}
uses: actions/setup-node@v4
with:
node-version: ${{ env.node-version }}
- name: Install yarn
run: npm install yarn -g
- name: Install yarn dependencies
run: yarn install --frozen-lock-file
- name: Build Typescript
run: yarn buildall
- name: Upload the build result
uses: actions/upload-artifact@v3
with:
name: raiwidgets-js
path: raiwidgets/raiwidgets/widget
ci-e2e-notebook-text-vision:
needs: ui-build
env:
node-version: 16.x
strategy:
fail-fast: false
matrix:
# TODO: add macos
operatingSystem: [ubuntu-latest, windows-latest]
pythonVersion: [3.8, 3.9, "3.10"]
flights: [""]
notebookGroup: ["vis_nb_group_1", "text_nb_group_1"]
runs-on: ${{ matrix.operatingSystem }}
steps:
- uses: actions/checkout@v4
- name: Use Node.js ${{ env.node-version }}
uses: actions/setup-node@v4
with:
node-version: ${{ env.node-version }}
- name: Install yarn
run: npm install yarn -g
- name: Install yarn dependencies
run: yarn install --frozen-lock-file
- name: Download the UI build result
uses: actions/download-artifact@v2
with:
name: raiwidgets-js
path: raiwidgets/raiwidgets/widget
- uses: conda-incubator/setup-miniconda@v3
with:
auto-update-conda: true
python-version: ${{ matrix.pythonVersion }}
- name: Install pytorch
shell: bash -l {0}
run: |
conda install --yes --quiet "pytorch==1.13.1" "torchvision<0.15" cpuonly "numpy<1.24.0" -c pytorch
- name: Setup tools
shell: bash -l {0}
run: |
python -m pip install --upgrade pip
pip install --upgrade setuptools
pip install --upgrade "pip-tools<=7.1.0"
- name: Install backwards-compatible keras for transformers
shell: bash -l {0}
run: |
pip install tf-keras
pip install keras==2.15
- name: Install dependencies
shell: bash -l {0}
run: |
pip install captum
pip install -r requirements-dev.txt
pip install -v -e .
working-directory: raiwidgets
- if: ${{ matrix.notebookGroup == 'vis_nb_group_1'}}
name: Install vision dependencies
shell: bash -l {0}
run: |
pip install -r requirements-dev.txt
pip install .
working-directory: responsibleai_vision
- if: ${{ matrix.notebookGroup == 'text_nb_group_1'}}
name: Install text dependencies
shell: bash -l {0}
run: |
pip install -r requirements-dev.txt
pip install .
working-directory: responsibleai_text
- if: ${{ matrix.notebookGroup == 'text_nb_group_1'}}
name: Setup spacy
shell: bash -l {0}
run: |
python -m spacy download en_core_web_sm
- name: Pip freeze
shell: bash -l {0}
run: |
pip freeze > installed-requirements-dev.txt
cat installed-requirements-dev.txt
working-directory: raiwidgets
- name: Upload requirements
uses: actions/upload-artifact@v3
with:
name: requirements-dev.txt
path: raiwidgets/installed-requirements-dev.txt
# keep list of notebooks in sync with scripts/e2e-widget.js, create new notebook group if necessary
- if: ${{ matrix.notebookGroup == 'vis_nb_group_1'}}
name: Run widget tests
shell: bash -l {0}
run: |
yarn e2e-widget -n "responsibleaidashboard-fridge-image-classification-model-debugging" -f ${{ matrix.flights }}
yarn e2e-widget -n "responsibleaidashboard-fridge-multilabel-image-classification-model-debugging" -f ${{ matrix.flights }}
yarn e2e-widget -n "responsibleaidashboard-fridge-object-detection-model-debugging" -f ${{ matrix.flights }}
- if: ${{ matrix.notebookGroup == 'text_nb_group_1'}}
name: Run widget tests
shell: bash -l {0}
run: |
yarn e2e-widget -n "responsibleaidashboard-DBPedia-text-classification-model-debugging" -f ${{ matrix.flights }}
yarn e2e-widget -n "responsibleaidashboard-blbooksgenre-binary-text-classification-model-debugging" -f ${{ matrix.flights }}
yarn e2e-widget -n "responsibleaidashboard-covid-event-multilabel-text-classification-model-debugging" -f ${{ matrix.flights }}
- name: Upload e2e test screen shot
if: always()
uses: actions/upload-artifact@v3
with:
name: raiwidgets-e2e-screen-shot
path: ./dist/cypress