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# Base image with conda
FROM continuumio/miniconda3:latest
# Set working directory
WORKDIR /app
# Set environment variables
ENV PYTHONUNBUFFERED=1 \
PYTHONDONTWRITEBYTECODE=1 \
CONDA_AUTO_UPDATE_CONDA=false \
PATH="/opt/conda/bin:${PATH}"
# Install system dependencies
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc \
g++ \
make \
cmake \
wget \
curl \
git \
vim \
libssl-dev \
libcurl4-openssl-dev \
libxml2-dev \
libfontconfig1-dev \
libfreetype6-dev \
libpng-dev \
libtiff5-dev \
libjpeg-dev \
libharfbuzz-dev \
libfribidi-dev \
libudunits2-dev \
libgdal-dev \
libgeos-dev \
libproj-dev \
libsqlite3-dev \
libbz2-dev \
liblzma-dev \
zlib1g-dev \
&& apt-get clean \
&& rm -rf /var/lib/apt/lists/*
# Copy environment configuration
COPY environment.yml /tmp/environment.yml
# Create conda environment
RUN conda config --add channels conda-forge && \
conda config --add channels bioconda && \
conda config --add channels r && \
conda config --set channel_priority flexible && \
conda env create -f /tmp/environment.yml && \
conda clean -afy
# Set conda environment path
ENV PATH="/opt/conda/envs/phylosolid_env/bin:${PATH}"
# Set shell to use conda environment
SHELL ["conda", "run", "-n", "phylosolid_env", "/bin/bash", "-c"]
# Install additional R packages
RUN R -e "install.packages(c('Seurat', 'SeuratDisk', 'scATOMIC', 'Polychrome', 'ggnewscale', 'ggtext', 'gsubfn', 'paletteer', 'ggforce'), repos='https://cloud.r-project.org/')" && \
R -e "if (!requireNamespace('BiocManager', quietly = TRUE)) install.packages('BiocManager'); BiocManager::install(c('ggtreeExtra', 'ComplexHeatmap'))"
# Create directory structure
RUN mkdir -p /app/src /app/data /app/output /app/logs /app/module /app/utils
# Copy project files (uncomment and modify as needed)
# COPY ./src /app/src/
# COPY ./module /app/module/
# COPY ./utils /app/utils/
# COPY ./*.py /app/
# Set working directory
WORKDIR /app
# Expose ports
EXPOSE 8888
EXPOSE 8050
# Default command
CMD ["python", "main.py"]
# Alternative: interactive shell
# CMD ["/bin/bash"]
# Build instructions:
# docker build -t phylosolid:latest .
# docker run -it --rm -v $(pwd)/data:/app/data -v $(pwd)/output:/app/output phylosolid:latest
# GPU support (uncomment if needed)
# FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu20.04
# Then add GPU-specific configurations