I cannot Deploy my flask api using the railway.
Whenever i try to deploy my flask api i get this message in my build logs.
18 | ENV NIXPACKS_PATH /opt/venv/bin:$NIXPACKS_PATH
Nov 30 18:07:36
19 | COPY . /app/.
Nov 30 18:07:36
20 | >>> RUN --mount=type=cache,id=s/10748e15-fe21-49dc-b427-231f085ede2f-/root/cache/pip,target=/root/.cache/pip python -m venv --copies /opt/venv && . /opt/venv/bin/activate && pip install -r requirements.txt
Nov 30 18:07:36
21 |
Nov 30 18:07:36
22 |
Nov 30 18:07:36
-------------------
Nov 30 18:07:36
ERROR: failed to solve: process "/bin/bash -ol pipefail -c python -m venv --copies /opt/venv && . /opt/venv/bin/activate && pip install -r requirements.txt" did not complete successfully: exit code: 1
Nov 30 18:07:36
Nov 30 18:07:36
Error: Docker build failed
I think the problem is related to the installation of requirements.txt.
Also, I have attached the code of my main.py file and this is my requirements.txt file
blinker==1.7.0
certifi==2023.11.17
charset-normalizer==3.3.2
click==8.1.7
colorama==0.4.6
contourpy==1.2.0
cycler==0.12.1
filelock==3.13.1
Flask==3.0.0
fonttools==4.45.1
fsspec==2023.10.0
huggingface-hub==0.19.4
idna==3.6
itsdangerous==2.1.2
Jinja2==3.1.2
kiwisolver==1.4.5
MarkupSafe==2.1.3
matplotlib==3.8.2
mpmath==1.3.0
networkx==3.2.1
numpy==1.26.2
opencv-python==4.8.1.78
packaging==23.2
Pillow==10.1.0
pyparsing==3.1.1
pytesseract==0.3.10
python-dateutil==2.8.2
PyYAML==6.0.1
regex==2023.10.3
requests==2.31.0
safetensors==0.4.1
six==1.16.0
sympy==1.12
tokenizers==0.15.0
torch==2.1.1
torchaudio==2.1.1
torchvision==0.16.1
tqdm==4.66.1
transformers==4.35.2
typing_extensions==4.8.0
urllib3==2.1.0
Werkzeug==3.0.1
22 Replies
Project ID:
10748e15-fe21-49dc-b427-231f085ede2fplease provide your build logs using this https://bookmarklets.up.railway.app/log-downloader/
what version of python are you using locally?
3.11.4
add a
runtime.txt file to your project with 3.11 in itthankyousomuch!! its working.
awesome!
The app deployed and crashed after a few minutes. Here is the Deploy log.
make sure you have
gunicorn in your requirements.txt fileohh okay
hey wanting to follow up here, did my suggestion work?
thanks. Yeah, your solution works, but there seems to be a problem with the flask api that I built, so I am working on resolving that.
sounds good
hey i am getting this on my deploy logs now
and when i open the flask app it says "Application failed to respond".
@Brody Help please!
you should be using gunicorn
I used gunicorn i am getting this on my deploy log the app hasn't crashed but it its not loading
@Brody Help please!
looks like you could be running out of memory, show me a screenshot of the service metrics please
oh yeah for sure an out of memory issue, you will need to upgrade to hobby to get access to more than 512mb of memory