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Gradio app works fine using simple Dockerfile, but fails when using docker-compose

I have a simple gradio app that runs fine inside Docker, but fails when launched via docker-compose.

app.py

import gradio as gr


def greet(name):
    return f"Hello {name}!"


iface = gr.Interface(fn=greet, inputs="text", outputs="text")
iface.launch(server_name="0.0.0.0", server_port=7860)

Dockerfile

FROM python:3.12-slim

WORKDIR /app

COPY . /app

RUN pip install -r requirements.txt

ENV GRADIO_SERVER_PORT=7860
ENV GRADIO_SERVER_NAME=0.0.0.0
EXPOSE 7860

CMD ["python", "app.py"]

I created then Dockerfile, and built it using docker build -t my_gradio .

Then launched it using docker run -p 7860:7860 -e GRADIO_SERVER_NAME="0.0.0.0" my_gradio

So far so good; I can access the gradio UI on localhost:7860

docker-compose.yaml

services:  
  my_gradio:
    build: .
    ports:
      - "7860:7860"
    networks:
      - net
    environment:
      - GRADIO_SERVER_NAME="0.0.0.0"
      - GRADIO_SERVER_PORT=7860

networks:
  net:

When I run this docker-compose.yaml file, I get an error

Attaching to my_gradio-1
my_gradio-1  | Traceback (most recent call last):
my_gradio-1  |   File "/app/app.py", line 9, in <module>
my_gradio-1  |     iface.launch(server_name="0.0.0.0", server_port=7860)
my_gradio-1  |   File "/usr/local/lib/python3.12/site-packages/gradio/blocks.py", line 2368, in launch
my_gradio-1  |     ) = http_server.start_server(
my_gradio-1  |         ^^^^^^^^^^^^^^^^^^^^^^^^^
my_gradio-1  |   File "/usr/local/lib/python3.12/site-packages/gradio/http_server.py", line 154, in start_server
my_gradio-1  |     raise OSError(
my_gradio-1  | OSError: Cannot find empty port in range: 7860-7860. You can specify a different port by setting the GRADIO_SERVER_PORT environment variable or passing the `server_port` parameter to `launch()`.
my_gradio-1 exited with code 1

I launched it using
docker compose -f docker-compose.yaml up --build

requirements.txt

gradio

I do not understand what is the problem ! The app works fine using simple Dockerfile, but does not work when using docker-compose.

I tried changing the port, setting a range of ports and still get the same problem !

Please help !

Tags:

2

Answers


  1. 0

    It seems that the previous Gradio, which was launched without a docker-compose, is still working. Have you stopped other containers using Port 7860?

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  2. 0

    docker-compose.yml

    services:
  my_gradio:
    build: .
    ports:
      - "7860:7860"
    networks:
      - net
    environment:
      - GRADIO_SERVER_NAME=0.0.0.0
      - GRADIO_SERVER_PORT=7860

networks:
  net:

    i tested in my machine and as per the comment removing the double quote from GRADIO_SERVER_NAME value worked fine and the app was running fine with docker compose.

    enter image description here

    browser:
    enter image description here

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