Update project structure and enhance model persistence
- Added new model and scaler files to .gitignore and output directory. - Updated Dockerfile to create output/models directory. - Revised README to include instructions for using a .env file for configuration. - Enhanced config.py to load database credentials from environment variables. - Implemented model saving functionality in salary_predictor.py for consistent and inconsistent earners.
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@@ -9,7 +9,7 @@ RUN pip install -r requirements.txt
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COPY salary_analytics/ ./salary_analytics/
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RUN mkdir -p output/csv output/plots
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RUN mkdir -p output/csv output/plots output/models
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ENV PYTHONPATH=/app
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ENV HOST=0.0.0.0
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@@ -17,5 +17,4 @@ ENV PORT=8000
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EXPOSE 8000
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# Use host 0.0.0.0 to allow external connections
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CMD ["uvicorn", "salary_analytics.api:app", "--host", "0.0.0.0", "--port", "8000", "--reload"]
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