I am trying to deploy this application: GitHub - creativitylabb/prediction_app
I am using python 3.7 and conda to install the requirements. I tried running the installation with conda env update --file environment.yml --prune in a separate python environment, locally and I managed to start the streamlit server. However, when I try to deploy the application I get this errors:
[manager] Error during processing dependencies! Please fix the error and push an update, or try restarting the app.
[manager] Streamlit server consistently failed status checks
[manager] Please fix the errors, push an update to the git repo, or reboot the app.
Also here is the log:
[client] Provisioning machine...
[client] Preparing system...
[client] Spinning up manager process...
e[32m[manager] e[0mStarting up repository: 'prediction_app', branch: 'main', main module: 'main.py'
e[32m[manager] e[0mCloning repository...
e[32m[manager] e[0mCloning into '/app/prediction_app'...
Filtering content: 66% (2/3)
Filtering content: 100% (3/3)
Filtering content: 100% (3/3), 225.43 KiB | 161.00 KiB/s, done.
e[32m[manager] e[0mCloned repository!
e[32m[manager] e[0mPulling code changes from Github...
e[32m[manager] e[0mProcessing dependencies...
Collecting package metadata (repodata.json): ...working... [2022-04-20 13:59:56.885095] done
Solving environment: ...working... [2022-04-20 14:01:46.076756] done
Downloading and Extracting Packages
Verifying transaction: ...working... [2022-04-20 14:04:25.707580] done
Executing transaction: ...working... [2022-04-20 14:05:02.766052] Enabling notebook extension jupyter-js-widgets/extension...
- Validating: e[32mOKe[0m
done
Installing pip dependencies: ...working... [2022-04-20 14:06:35.207806] bash: line 3: 16 Killed /home/appuser/.conda/bin/conda env update -n base --file environment.yml
e[32m[manager] e[0minstaller returned a non-zero exit code
e[32m[manager] e[0mError during processing dependencies! Please fix the error and push an update, or try restarting the app.
What am I doing wrong in deploying the app?
This is how I created the environment file:
conda env export > environment.yml
After some conflicts, I modified the environment file and this is how the environment.yml file looks like:
name: multivarPrpohetVar2
channels:
- msys2
- anaconda
- conda-forge
- defaults
dependencies:
- aiohttp=3.8.1
- pystan=2.19.1.1
- aiosignal=1.2.0
- argon2-cffi=21.3.0
- argon2-cffi-bindings=21.2.0
- arviz=0.11.2
- async-timeout=4.0.1
- asynctest=0.13.0=py_0
- attrs=21.4.0
- backcall=0.2.0
- blas=1.0=mkl
- bleach=4.1.0
- certifi=2021.10.8
- cffi=1.15.0
- cftime=1.6.0
- charset-normalizer=2.0.4
- colorama=0.4.4
- convertdate=2.4.0
- cryptography=36.0.0
- curl=7.82.0
- cycler=0.11.0
- cython=0.29.28
- debugpy=1.5.1
- decorator=5.1.1
- defusedxml=0.7.1
- elasticsearch=7.13.3
- entrypoints=0.3
- ephem=3.7.7.1
- fbprophet=0.7.1
- freetype=2.10.4
- frozenlist=1.2.0
- hdf4=4.2.15
- hdf5=1.12.1
- hijri-converter=2.2.3
- holidays=0.13
- intel-openmp=2021.4.0
- ipykernel=6.9.1
- ipython=7.31.1
- ipython_genutils=0.2.0
- ipywidgets=7.6.5
- jbig=2.1
- jedi=0.18.1
- jinja2=3.0.3
- jsonschema=3.2.0
- jupyter=1.0.0
- jupyter_client=7.1.2
- jupyter_console=6.4.3
- jupyter_core=4.9.2
- jupyterlab_pygments=0.1.2=py_0
- jupyterlab_widgets=1.0.0
- kiwisolver=1.4.0
- korean_lunar_calendar=0.2.1
- lcms2=2.12
- libbrotlicommon=1.0.9
- libbrotlidec=1.0.9
- libbrotlienc=1.0.9
- libcurl=7.82.0
- libdeflate=1.10
- libnetcdf=4.8.1
- libpng=1.6.37
- libssh2=1.10.0
- libtiff=4.3.0
- libwebp=1.2.2
- libwebp-base=1.2.2
- libxcb=1.13
- libzip=1.8.0
- libzlib=1.2.11
- lunarcalendar=0.0.9=py_0
- markupsafe=2.0.1
- matplotlib=3.5.1
- matplotlib-base=3.5.1
- matplotlib-inline=0.1.2
- mistune=0.8.4
- mkl-service=2.4.0
- mkl_fft=1.3.1
- mkl_random=1.2.2
- munkres=1.1.4=pyh9f0ad1d_0
- nbclient=0.5.11
- nbconvert=6.1.0
- nbformat=5.1.3
- nest-asyncio=1.5.1
- netcdf4=1.5.8
- notebook=6.4.8
- numpy-base=1.21.5
- openssl=1.1.1n
- packaging=21.3=pyhd8ed1ab_0
- pandas=1.3.4
- pandocfilters=1.5.0
- parso=0.8.3
- patsy=0.5.2
- pickleshare=0.7.5=pyhd3eb1b0_1003
- pillow=9.0.1
- pip=21.2.4
- plotly=5.6.0
- prometheus_client=0.13.1
- prompt-toolkit=3.0.20
- prompt_toolkit=3.0.20
- pthread-stubs=0.4
- pycparser=2.21
- pygments=2.11.2
- pymeeus=0.5.10
- pyopenssl=22.0.0
- pyparsing=3.0.7
- pyqt=5.12.3
- pyqt-impl=5.12.3
- pyqt5-sip=4.19.18
- pyqtchart=5.12
- pyqtwebengine=5.12.1
- pyrsistent=0.18.0
- pysocks=1.7.1
- python=3.7.11
- python-dateutil=2.8.2
- python_abi=3.7=2_cp37m
- pytz=2022.1
- pywin32=302
- pyzmq=22.3.0
- qt=5.12.9
- qtconsole=5.2.2
- qtpy=1.11.2
- scipy=1.7.3
- send2trash=1.8.0
- setuptools=58.0.4
- six=1.16.0
- sqlite=3.38.0
- statsmodels=0.13.2
- tbb=2021.5.0
- tenacity=8.0.1
- terminado=0.13.1
- testpath=0.5.0
- tk=8.6.12
- toolz=0.11.2
- tqdm=4.63.1
- traitlets=5.1.1
- unicodedata2=14.0.0
- wcwidth=0.2.5
- webencodings=0.5.1
- wheel=0.37.1
- widgetsnbextension=3.5.2
- xarray=0.20.2
- xorg-libxau=1.0.9
- xorg-libxdmcp=1.1.3
- yarl=1.6.3
- zipp=3.7.0
- zlib=1.2.11
- zstd=1.5.2
- pip:
- absl-py==1.0.0
- altair==4.2.0
- astunparse==1.6.3
- backports-zoneinfo==0.2.1
- beautifulsoup4==4.11.1
- blinker==1.4
- bokeh==2.4.2
- bs4==0.0.1
- cached-property==1.5.2
- cachetools==5.0.0
- chardet==3.0.4
- click==8.0.3
- cmdstanpy==0.9.68
- compress-pickle==2.1.0
- docopt==0.6.2
- flatbuffers==2.0
- fsspec==2022.3.0
- gast==0.5.3
- gitdb==4.0.9
- gitpython==3.1.27
- gluonts==0.9.3
- google-auth==2.6.3
- google-auth-oauthlib==0.4.6
- google-pasta==0.2.0
- grpcio==1.44.0
- h5py==3.6.0
- hydralit-components==1.0.9
- idna==2.6
- joblib==1.1.0
- keras==2.8.0
- keras-preprocessing==1.1.2
- libclang==13.0.0
- lightgbm==3.0.0
- llvmlite==0.38.0
- lxml==4.8.0
- markdown==3.3.6
- multitasking==0.0.10
- nbeats-keras==1.7.0
- nbeats-pytorch==1.6.0
- nfoursid==1.0.0
- numba==0.55.1
- numpy
- oauthlib==3.2.0
- opt-einsum==3.3.0
- pickle5==0.0.12
- pipreqs==0.4.11
- pmdarima==1.8.5
- prophet==1.0.1
- protobuf==3.20.0
- pyarrow==7.0.0
- pyasn1==0.4.8
- pyasn1-modules==0.2.8
- pydantic==1.9.0
- pydeck==0.7.1
- pydeprecate==0.3.2
- pympler==1.0.1
- python-dotenv==0.19.2
- pytorch-lightning==1.6.1
- pytz-deprecation-shim==0.1.0.post0
- pyyaml==6.0
- requests
- requests-oauthlib==1.3.1
- rsa==4.8
- scikit-learn==1.0.2
- semver==2.13.0
- setuptools-git==1.2
- simplejson==3.17.6
- sklearn==0.0
- smmap==5.0.0
- soupsieve==2.3.2
- statsforecast==0.5.3
- streamlit==1.8.1
- streamlit-aggrid==0.2.3.post2
- tbats==1.1.0
- tensorboard==2.8.0
- tensorboard-data-server==0.6.1
- tensorboard-plugin-wit==1.8.1
- tensorflow==2.8.0
- tensorflow-io-gcs-filesystem==0.24.0
- termcolor==1.1.0
- tf-estimator-nightly==2.8.0.dev2021122109
- threadpoolctl==3.1.0
- toml==0.10.2
- torch==1.11.0
- torchmetrics==0.8.0
- typing-extensions==4.1.1
- tzdata==2022.1
- tzlocal==4.2
- ujson==5.2.0
- urllib3==1.22
- validators==0.18.2
- watchdog==2.1.7
- werkzeug==2.1.1
- wrapt==1.14.0
- xgboost==1.5.2
- yarg==0.1.9
- yfinance==0.1.70
Can you please offer me some suggestions? I’m out of ideas on what is wrong in deploying my app…
)
