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Delete .github/workflows/retraining.yml
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.github/workflows/retraining.yml
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name: Retraining The Model
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on:
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schedule:
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- cron: '0 15 * * 0' # Every Sunday at 3 PM UTC
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workflow_dispatch:
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jobs:
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retraining_model_every_week:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v2
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- name: Install Miniconda
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run: |
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wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh
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bash miniconda.sh -b -p $HOME/miniconda
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echo "$HOME/miniconda/bin" >> $GITHUB_PATH
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source $HOME/miniconda/bin/activate
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conda init bash
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source ~/.bashrc
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- name: Create and activate conda environment
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run: |
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conda create --name airquality python=3.8 -y
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source $HOME/miniconda/bin/activate
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conda activate airquality
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conda install -n airquality -c conda-forge prophet pandas altair streamlit numpy -y
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- name: Install additional dependencies
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run: |
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source $HOME/miniconda/bin/activate
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conda activate airquality
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pip install -r requirements.txt
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- name: Run data update script
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run: |
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source $HOME/miniconda/bin/activate
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conda activate airquality
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python data_capture.py
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- name: Commit and push changes
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run: |
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git config --global user.email "${{ secrets.EMAIL }}"
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git config --global user.name "foxy-dev1"
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git add .
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git commit -m "Weekly update"
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git push origin main
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- name: Deploy Streamlit app
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env:
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STREAMLIT_EMAIL: ${{ secrets.STREAMLIT_EMAIL }}
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STREAMLIT_PASSWORD: ${{ secrets.STREAMLIT_PASSWORD }}
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run: |
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source $HOME/miniconda/bin/activate
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conda activate airquality
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streamlit deploy app.py --email $STREAMLIT_EMAIL --password $STREAMLIT_PASSWORD --sharing-name air-quality-naive-forecast
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