Docker image with Alpine Linux, Python, LLVM and llvmlite for JIT compilation and optimizations.
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This Docker image is based on Alpine Linux and includes a full installation of Python, the LLVM compiler, and the llvmlite library. It is an optimized configuration for running Python applications that require LLVM resources for Just-In-Time (JIT) compilation and other low-level optimizations.
Ideal for Python applications that require real-time compilation and optimization, especially when efficient use of resources is a priority.
Dockerfile:
FROM alpine:3.18.4
# Instalar dependências básicas e ferramentas de compilação
RUN apk add --no-cache \
git \
gcc \
g++ \
make \
cmake \
musl-dev \
llvm \
python3 \
py3-pip
# Define a variável de ambiente LLVM_CONFIG
ENV LLVM_CONFIG=/usr/bin/llvm-config
# Clone LLVM e llvmlite repositórios
RUN git clone https://github.com/llvm/llvm-project.git \
&& cd llvm-project \
&& git checkout tags/llvmorg-14.0.0 \
&& cd .. \
&& git clone https://github.com/numba/llvmlite.git
# Compilar LLVM
WORKDIR /llvm-project/llvm
# Criar um diretório de build e mudar para ele
RUN mkdir build && cd build \
# Executar cmake e make a partir do diretório de build
&& cmake -G "Unix Makefiles" -DCMAKE_BUILD_TYPE=Release .. \
&& make -j4
ENV LLVM_CONFIG=/llvm-project/llvm/build/bin/llvm-config
# Compilar llvmlite
WORKDIR /llvmlite
RUN python setup.py build \
&& python setup.py install \
&& cd / \
&& rm -rf /llvm-project /llvmlite
Content type
Image
Digest
sha256:b88429983…
Size
3.2 GB
Last updated
almost 3 years ago
docker pull caiolombello/python-llvm:3.11-alpine