biggates / uvicorn-gunicorn-fastapi-science-docker

docker image based on tiangolo/uvicorn-gunicorn-fastapi-docker, with numpy, pandas, scipy installed

uvicorn-gunicorn-fastapi-science-docker

Docker image based on tiangolo/uvicorn-gunicorn-fastapi-docker, with numpy, pandas, scipy, scikit-learn installed

Supported Tags

• python3.8, python3.8-20210706 (Dockerfile) ~ 547.71 MB compressed

• python3.8-slim, python3.8-slim-20210706 (Dockerfile) ~ 281.99 MB compressed

• python3.8-20210204 ~ 550.91 MB compressed

• python3.8-slim-20210204 ~ 277.45 MB compressed

Usage

If you use tiangolo/uvicorn-gunicorn-fastapi-docker and has a Dockerfile like this:

FROM tiangolo/uvicorn-gunicorn-fastapi:python3.8

COPY requirements.txt ./
RUN pip install --requirement requirements.txt

COPY ./app /app

And in your requirements.txt contains numpy, pandas, scipy, etc. so building your docker image takes a long time.

Change the first line

FROM tiangolo/uvicorn-gunicorn-fastapi:python3.8

to

FROM biggates/uvicorn-gunicorn-fastapi-science:python3.8

Pip Content

The following pip packages are installed, as described in requirements.txt:

• matplotlib
• numpy
• pandas
• pip
• scikit-learn
• scipy
• wfdb

20210706

Package           Version
----------------- ---------
click             7.1.2
fastapi           0.65.2
gunicorn          20.0.4
joblib            1.0.1
matplotlib        3.4.2
numpy             1.21.0
pandas            1.3.0
pydantic          1.8.2
requests          2.25.1
scikit-learn      0.24.2
scipy             1.7.0
uvicorn           0.13.1
wfdb              3.4.0

20210204

Package         Version
--------------- ---------
click           7.1.1
fastapi         0.62.0
gunicorn        20.0.4
joblib          1.0.0
matplotlib      3.3.4
numpy           1.20.0
pandas          1.2.1
pydantic        1.7.3
requests        2.25.1
scikit-learn    0.24.1
scipy           1.6.0
uvicorn         0.11.3
wfdb            3.2.0

Building

build image

docker build -t test -f python3.8.dockerfile .

rename image

docker tag test biggates/uvicorn-gunicorn-fastapi-science:python3.8

push image

docker image push biggates/uvicorn-gunicorn-fastapi-science:python3.8