this is my dockerfile, could you please tell me why the OS cannot find libpython so?
# Build stage
FROM rust:bookworm as builder
# Install python3.11 and build dependencies
RUN apt-get update
RUN apt-get install -y software-properties-common
#RUN add-apt-repository ppa:deadsnakes/ppa
RUN apt-get update
RUN apt-get install -y libssl-dev cmake python3-dev curl pkg-config
# Just copy the manifest files to cache dependencies
COPY Cargo.toml Cargo.lock ./
# Download dependencies
RUN mkdir -p src/bin && echo "fn main() {println!(\"if you see this, the build broke\")}" > src/bin/bigbot.rs
RUN --mount=type=cache,target=/usr/local/cargo/registry \
--mount=type=cache,target=/usr/local/cargo/git \
cargo build --release
COPY ./src ./src
# Build the project with release profile
RUN --mount=type=cache,target=/usr/local/cargo/registry \
--mount=type=cache,target=/usr/local/cargo/git \
cargo build --release
# Runtime stage
FROM debian:bookworm-slim as runtime
# Install runtime dependencies
RUN apt-get update && apt-get install -y ca-certificates python3 && rm -rf /var/lib/apt/lists/*
# Just copy the binary from the build stage
COPY --from=builder /target/release/bigbot /usr/local/bin/bigbot
# Run the binary
CMD ["bigbot"]
The Dockerfile you provided is using two different images: rust:bookworm
for the build stage and debian:bookworm-slim
for the runtime stage. The libpython3.7m.so.1.0
library is likely installed in the build stage image, but not in the runtime image.
In the build stage, you're installing python3-dev
, which should include the Python shared libraries. However, in the runtime stage, you're only installing python3
, which might not include these libraries.
To resolve this issue, you can try one of the following solutions:
-
Install python3-dev in the runtime stage: This will ensure that the Python shared libraries are available at runtime. You can do this by adding
RUN apt-get install -y python3-dev
to the runtime stage of your Dockerfile. -
Copy the necessary libraries from the build stage: If you only need specific libraries at runtime, you can copy them from the build stage to the runtime stage. You can do this with a command like
COPY --from=builder /path/to/libpython3.7m.so.1.0 /path/to/libpython3.7m.so.1.0
. Make sure to replace/path/to/libpython3.7m.so.1.0
with the actual paths.
Remember to run docker build --no-cache .
to rebuild your Docker image without using cached layers after making these changes. If you're still facing issues, please provide more details about your project and I'll do my best to assist you further.
Is your mean, the libpython3.11.so.1.0 just exists in *-dev package?
Yes, the shared libraries for Python, such as libpython3.11.so.1.0
, are typically included in the -dev
package. The -dev
package includes the header files and other files necessary for compiling Python extensions, which is why it's often required when building applications that link against Python.
In contrast, the base python3
package typically only includes the Python interpreter and the standard library, but not the shared libraries. This is why you might need to install python3-dev
(or python3.11-dev
for Python 3.11) even if you already have python3
installed.
Please note that the exact contents of these packages can vary between different Linux distributions. If you're still facing issues, please provide more details about your system and I'll do my best to assist you further.