Deploying Flask App using Python 3.5 and Scipy on Heroku

◇◆丶佛笑我妖孽 提交于 2019-12-12 02:58:39

问题


I'm try to use create a flask web app on Heroku that uses python 3.5, scipy and flask.

It's well known I suppose that Heroku (still) can't install scipy on its platform. I'm wondering if anyone knows how to push a Flask app to Heroku that can use scipy. I know there are buildpacks that exist (like this one https://github.com/kennethreitz/conda-buildpack) but they don't use the version of python I would like and doesn't seem to let gunicorn and flask do there web app thing.

I don't know if that's clear enough so comment if there's anyway I can make it more clear.


回答1:


EDIT I had to make a new buildpack that I will maintain since the one that I had previously was changed and now only supports Python 2.7. Mine supports Python 3.

Here's step by step what you should do.

1) Add this https://github.com/arose13/conda-buildpack.git to your BUILDPACK_URL

2) Create a conda-requirements.txt with all your requirements that you need anaconda to get, here is where you include python version 3 and scipy. This can be done in command-line with...

conda list -e > conda-requirements

3) Order matters in the conda-requirements.txt. It should look like this...

numpy=1.10.1
scipy=0.16.0

4) requirements.txt contains all the requirements that you want pip to install. You can use pip freeze > requirements.txt Just make sure that there's nothing on this list that is on the conda-requirements.txt list.

5) Push to Heroku.

PS: github project example is here https://github.com/arose13/HerokuCondaScipyFlaskApp



来源:https://stackoverflow.com/questions/35104827/deploying-flask-app-using-python-3-5-and-scipy-on-heroku

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