> 10GB is hardly enough. Once you import Pandas you’re on the limit. You can forget Pandas and scipy at the same Lambda.
This sounds way off to me. 10 GB to install a Python library?
This sounds way off to me. 10 GB to install a Python library?
Here is an unoptimized example, built on an M1 Mac:
$ cat <<EOF > Dockerfile
FROM python:3.12-slim-bookworm
RUN apt-get update && apt-get install -y python3-pip
RUN pip install pandas
LABEL "name"="python-pandas"
ENTRYPOINT ["python3"]
EOF
$ docker image ls -f 'label'='name'='python-pandas'
REPOSITORY TAG IMAGE ID CREATED SIZE
sgarland/python-pandas latest 89e31f6eb83d 9 minutes ago 764MB
$ cat <<EOF > Dockerfile
FROM python:3.12-slim-bookworm
RUN apt-get update && \
apt-get install -y --no-install-recommends python3-pip && \
pip install pandas && \
apt-get purge -y --autoremove python3-pip && \
rm -rf /var/lib/apt/lists/*
LABEL "name"="python-pandas"
ENTRYPOINT ["python3"]
$ docker image ls -f 'label'='name'='python-pandas'
REPOSITORY TAG IMAGE ID CREATED SIZE
sgarland/python-pandas smaller 102308842b88 4 seconds ago 342MB
sgarland/python-pandas latest 89e31f6eb83d 27 minutes ago 764MB
$ docker image ls -f 'label'='name'='python-pandas'
REPOSITORY TAG IMAGE ID CREATED SIZE
sgarland/python-pandas scipy 808535284f03 3 minutes ago 497MB
sgarland/python-pandas smaller 102308842b88 9 minutes ago 342MB
sgarland/python-pandas latest 89e31f6eb83d 36 minutes ago 764MB
$ cat <<EOF > Dockerfile
FROM python:3.12-bookworm
RUN apt-get update
RUN apt-get install -y python3-pip
RUN pip install pandas scipy
LABEL "name"="python-pandas"
ENTRYPOINT ["python3"]
EOF
$ docker image ls -f 'label'='name'='python-pandas'
REPOSITORY TAG IMAGE ID CREATED SIZE
sgarland/python-pandas bigger f8f98e9a241c 8 seconds ago 1.44GB
sgarland/python-pandas scipy 808535284f03 3 minutes ago 497MB
sgarland/python-pandas smaller 102308842b88 9 minutes ago 342MB
sgarland/python-pandas latest 89e31f6eb83d 36 minutes ago 764MB