Can't deploy my fbprophet app in Streamlit share

[yaukampiu]

Can’t deploy my fbprophet app in Streamlit share.

Error in the logs include:
ModuleNotFoundError: No module named ‘convertdate’
ERROR: Failed building wheel for fbprophet

But I have already included below in requirements.txt
convertdate
pystan==3.0.1
yfinance==0.1.55
streamlit==0.78.0
plotly==4.14.3
fbprophet==0.7.1

[Franky1]

I suspect there are missing (apt) dependencies for fbprophet.
Unfortunately, I don’t know what is already included in the runtime engine of Streamlit sharing, but I would try to add a packages.txt file with the following content:

gcc
g++
build-essential
python3-dev

Installation

[yaukampiu]

Thanks Franky1. I have tried to add packages.txt but no luck. Same error remain.

[Franky1]

@yaukampiu

Same error remain.

Please post the error messages.

[yaukampiu]

Building wheels for collected packages: fbprophet, yfinance, multitasking, pymeeus, retrying

  Building wheel for fbprophet (setup.py): started

  Building wheel for fbprophet (setup.py): finished with status 'error'

  ERROR: Command errored out with exit status 1:

   command: /home/appuser/venv/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/setup.py'"'"'; __file__='"'"'/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d /tmp/pip-wheel-kv1szgx0

       cwd: /tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/

  Complete output (44 lines):

  running bdist_wheel

  running build

  running build_py

  creating build

  creating build/lib

  creating build/lib/fbprophet

  creating build/lib/fbprophet/stan_model

  Traceback (most recent call last):

    File "<string>", line 1, in <module>

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/setup.py", line 149, in <module>

      long_description_content_type='text/markdown',

    File "/home/appuser/venv/lib/python3.7/site-packages/setuptools/__init__.py", line 153, in setup

      return distutils.core.setup(**attrs)

    File "/usr/local/lib/python3.7/distutils/core.py", line 148, in setup

      dist.run_commands()

    File "/usr/local/lib/python3.7/distutils/dist.py", line 966, in run_commands

      self.run_command(cmd)

    File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command

      cmd_obj.run()

    File "/home/appuser/venv/lib/python3.7/site-packages/wheel/bdist_wheel.py", line 299, in run

      self.run_command('build')

    File "/usr/local/lib/python3.7/distutils/cmd.py", line 313, in run_command

      self.distribution.run_command(command)

    File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command

      cmd_obj.run()

    File "/usr/local/lib/python3.7/distutils/command/build.py", line 135, in run

      self.run_command(cmd_name)

    File "/usr/local/lib/python3.7/distutils/cmd.py", line 313, in run_command

      self.distribution.run_command(command)

    File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command

      cmd_obj.run()

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/setup.py", line 48, in run

      build_models(target_dir)

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/setup.py", line 36, in build_models

      from fbprophet.models import StanBackendEnum

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/fbprophet/__init__.py", line 8, in <module>

      from fbprophet.forecaster import Prophet

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/fbprophet/forecaster.py", line 17, in <module>

      from fbprophet.make_holidays import get_holiday_names, make_holidays_df

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/fbprophet/make_holidays.py", line 14, in <module>

      import fbprophet.hdays as hdays_part2

    File "/tmp/pip-install-w05a8ryc/fbprophet_7d26009f07a040a7b302a1320c1da0ed/fbprophet/hdays.py", line 13, in <module>

      from convertdate.islamic import from_gregorian, to_gregorian

  ModuleNotFoundError: No module named 'convertdate'

  ----------------------------------------

  ERROR: Failed building wheel for fbprophet

[Franky1]

I am not sure where the problem is or if it is several problems at once.
The error messages show fbprophet and convertdate.
Is the app running locally? If so, on which system?

Furthermore, I would try to reduce or isolate the problems. Make a very simple app that only uses convertdate and try to deploy it. Then take a simple app that only uses fbprophet and try to deploy it.

Btw, please post any code or log messages in markdown format here for better readability:

```log
put your error messages here
```

[yaukampiu]

The app work as I have successfully deployed it in herokuapp before
https://my-stock-prediction.herokuapp.com/

[Charly_Wargnier]

Try to install via Anaconda for Streamlit Sharing.
It worked for me!

Charly Wargnier (DataChaz)

Charly

[yaukampiu]

Thanks all. I finally get the problem resolved by using a particular version of pystan==2.19.1.1 in the requirements.txt

[jokus-pokus]

Hey @yaukampiu can you show me your whole req file pls?
Iam faceing the same issu…
Nothing helps…
Thanks in advance

[yaukampiu]

requirements.txt

Cython
numpy
pandas
matplotlib
convertdate
pystan==2.19.1.1
yfinance
streamlit
plotly
fbprophet

[jokus-pokus]

Thanks @yaukampiu
Iam still facing the error:

ModuleNotFoundError: No module named 'convertdate'

[snehankekre]

@jokus-pokus In spite of that error you see while building the fbprophet wheel, fbprophet is nevertheless installed with it’s own setup.py and successfully builds.

What is currently breaking your app is the wetterdienst==0.15.0 module. Try using @yaukampiu’s requirements.txt but omitting wetterdienst==0.15.0 and not using it in your app. The app seems to launch successfully

[jokus-pokus]

Okai but why does wetterdienst break the app?
i need the library to load german weather data…
how can i handle this?

[Franky1]

@jokus-pokus

Okai but why does wetterdienst break the app?

If you look into the dependencies of wetterdienst in their requirements.txt you will find a LOT of packages. One or more of this dependencies may lead to the issue.

What is the error message during the deployment of the wetterdienst package?

[jokus-pokus]

The app is running now omg
Okai next error is:

[manager] Error checking Streamlit healthz: Get "http://localhost:8501/healthz": read tcp 127.0.0.1:51136->127.0.0.1:8501: read: connection reset by peer

i guess this is because i load a lot data point and RAM is not enough.
I think i need to rework the data extraction process!?
What do you think?

[amaan784]

Hi,
I was facing the same issue as you.

I was able to deploy after a lot of attempts, you can see the files I used for deployment here-

GitHub - amaan784/Stock-Prediction-Web-App: A Stock Prediction Web...

I made a runtime.txt file to specify the python version that must run in the Heroku build.
Apparently, you need it since fbprophet is not supported in the latest python version (3.10) and that’s the default python version used by Heroku.
You can also have a look at the requirements.txt, packages.txt (credits to @Franky1) files I used.

[Settasit7]

I’m facing the same problem.
Could you please explain to me how to do that?

[Franky1]

Since the latest prophet version 1.1 the installation issues have been fixed and prophet should run on python version from 3.7 to 3.10 on all major architectures now. Since prophet version 1.1 the dependency from pystan is removed and installation of prophet is now a simple pip install without any hassles.

See my example project with streamlit and prophet which incorporates the latest changes:

GitHub - Franky1/Streamlit-Prophet-Test: Streamlit project to test...