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Update Dockerfile
Browse files- Dockerfile +7 -47
Dockerfile
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streamlit==1.31.1
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fastapi==0.109.2
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uvicorn==0.27.1
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python-multipart==0.0.6
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python-dotenv==1.0.1
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aiofiles==23.2.1
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# Data processing and analysis
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pandas==2.2.0
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numpy==1.26.3
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scikit-learn==1.4.0FROM python:3.9-slim
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WORKDIR /app
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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build-essential \
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libffi-dev \
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python3-dev \
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&& rm -rf /var/lib/apt/lists/*
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# Copy
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COPY requirements.txt .
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#
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RUN
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pip install --no-cache-dir -r requirements.txt && \
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pip cache purge
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# Copy the rest of the application
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COPY . .
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#
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RUN mkdir -p audio_output sentiment_history
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# Download NLTK data
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RUN python -c "import nltk; nltk.download('punkt'); nltk.download('averaged_perceptron_tagger')"
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# Expose the port Streamlit will run on
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EXPOSE 8501
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# Command to run the application
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CMD ["streamlit", "run", "app.py", "--server.address
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textblob==0.17.1
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vaderSentiment==3.3.2
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# Web scraping and parsing
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beautifulsoup4==4.12.2
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requests==2.31.0
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lxml==4.9.3
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# NLP and ML
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nltk==3.8.1
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transformers==4.37.2
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torch==2.2.0
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spacy==3.7.2
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# Visualization and audio
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plotly==5.18.0
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gTTS==2.5.0
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# Translation
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googletrans-py==4.0.0
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FROM python:3.10-slim
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WORKDIR /app
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# Install system dependencies
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RUN apt-get update && apt-get install -y \
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build-essential \
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&& rm -rf /var/lib/apt/lists/*
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# Copy requirements first to leverage Docker cache
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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# Download spaCy model
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RUN python -m spacy download en_core_web_sm
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# Copy the rest of the application
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COPY . .
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# Expose the port Streamlit runs on
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EXPOSE 8501
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# Command to run the application
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CMD ["streamlit", "run", "app.py", "--server.address=0.0.0.0"]
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