Create Dockerfile

Dockerfile

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+# Use latest Python 3.11 patch release from the official image line
+FROM python:3.11-slim
+
+# Avoid interactive prompts during apt installs
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Gradio defaults (HF Spaces expects port 7860)
+ENV GRADIO_SERVER_NAME=0.0.0.0
+ENV GRADIO_SERVER_PORT=7860
+ENV PYTHONUNBUFFERED=1
+ENV PIP_NO_CACHE_DIR=1
+
+WORKDIR /app
+
+# System deps that commonly help with pycaret[full] and its optional deps
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    build-essential \
+    gcc g++ \
+    git \
+    curl \
+    libgomp1 \
+    libgl1 \
+    libglib2.0-0 \
+    libsm6 \
+    libxext6 \
+    libxrender1 \
+  && rm -rf /var/lib/apt/lists/*
+
+# Copy dependency files first for better Docker layer caching
+COPY requirements.txt /app/requirements.txt
+
+# Upgrade pip tooling
+RUN python -m pip install --upgrade pip setuptools wheel
+
+# Install pycaret full + gradio explicitly.
+# Your requirements.txt currently lists "scikit-learn" and "pycaret" :contentReference[oaicite:2]{index=2},
+# but you asked specifically for pycaret[full].
+RUN python -m pip install \
+    "pycaret[full]" \
+    gradio \
+    -r /app/requirements.txt
+
+# Copy the rest of the repo (app.py, csv, pkl, etc.)
+COPY . /app
+
+EXPOSE 7860
+
+CMD ["python", "app.py"]