Doesn't replace container after building a new Dockerfile image

[Knyffen]

Describe the bug
I have a project with a custom Dockerfile.
If I update the Dockerfile without updating docker-compose.yml and run sudo podman-compose up --build then the new image is built, but it doesn't replace the current container with one using the new image. Instead it prints the warning

Error: creating container storage: the container name "test_podman_compose_python_1" is already in use by 6cbc30b3bcd7130e7dbaf63fdeab8c8652b09385ec39c5035ff6bbd3a03abdf6. You have to remove that container to be able to reuse that name: that name is already in use, or use --replace to instruct Podman to do so.

To Reproduce
A directory with the following three files is sufficient:
docker-compose.yml:

services:
  python:
    build: .
    command: python -m pip list

Dockerfile:

# pull official base image
FROM docker.io/python:alpine3.20

# install python dependencies
RUN pip install --upgrade pip
# RUN pip install numpy # <-- uncomment this

# copy entrypoint.sh
COPY ./entrypoint.sh /usr/local/bin/
RUN sed -i "s/\r$//g" /usr/local/bin/entrypoint.sh \
    && chmod +x /usr/local/bin/entrypoint.sh

# run entrypoint.sh
ENTRYPOINT ["/usr/local/bin/entrypoint.sh"]

entrypoint.sh:

#!/bin/sh
exec "$@"

You should then

1. Run sudo podman-compose up --build
2. Uncomment # RUN pip install numpy # <-- uncomment this
3. Run sudo podman-compose up --build

Expected behavior
It should print

[python] | Package Version
[python] | ------- -------
[python] | pip     24.2

followed by

[python] | Package Version
[python] | ------- -------
[python] | numpy   2.1.1
[python] | pip     24.2

NOTE: This is the current behaviour of docker-compose.

Actual behavior
It prints

[python] | Package Version
[python] | ------- -------
[python] | pip     24.2

followed by

[python] | Package Version
[python] | ------- -------
[python] | pip     24.2

Environment:

• OS: Linux
• podman version: 5.2.3
• podman compose version: 1.2.0 (release version)

[anterof5]

Even here, my code has fixes for dynamic frame resolution, even using stop, rm, build, up, the fixes are not reflected.