# ============================================================
# OpenMind Training Dockerfile
# NVIDIA CUDA base with PyTorch for GPU training
# ============================================================

FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04

# Prevent interactive prompts
ENV DEBIAN_FRONTEND=noninteractive

# Install system deps
RUN apt-get update && apt-get install -y \
    python3.11 \
    python3.11-dev \
    python3-pip \
    git \
    wget \
    curl \
    && rm -rf /var/lib/apt/lists/*

# Set python3.11 as default
RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 \
    && update-alternatives --install /usr/bin/python python /usr/bin/python3.11 1

WORKDIR /app

# Install Python dependencies
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt

# Install flash-attention (optional, may fail on some GPUs)
RUN pip install --no-cache-dir flash-attn --no-build-isolation || true

# Copy source code
COPY . .

# Install package
RUN pip install -e .

# Default command
CMD ["python", "src/training/train.py", "--config", "configs/base_config.yaml"]