🐳 Get started with your Docker Space!
Your new Space has been created, follow these steps to get started (or read the full documentation)
Start by cloning this repo by using:
Use an access token as git password/credential
# When prompted for a password, use an access token with write permissions.
# Generate one from your settings: https://huggingface.co/settings/tokens
git clone https://huggingface.co/spaces/sakthi07/mlops
Let's create a simple Python app using FastAPI:
requirements.txt
fastapi
uvicorn[standard]
Hint
You can also
create the requirements file
file directly in your browser.
app.py
from fastapi import FastAPI
app = FastAPI()
@app.get("/")
def greet_json():
return {"Hello": "World!"}
Hint
You can also
create the app file
file directly in your browser.
Create your Dockerfile:
# Read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
# you will also find guides on how best to write your Dockerfile
FROM python:3.9
RUN useradd -m -u 1000 user
USER user
ENV PATH="/home/user/.local/bin:$PATH"
WORKDIR /app
COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt
COPY --chown=user . /app
CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
Hint
Alternatively, you can
create the Dockerfile
file directly in your browser.
Then commit and push:
$git add requirements.txt app.py Dockerfile $git commit -m "Add application file" $git push
Finally, your Space should be running on this page after a few moments!
App port
Your Docker Space needs to listen on port 7860.
Personalize your Space
Make your Space stand out by customizing its emoji, colors, and description by editing metadata in its README.md file.
Documentation
Read the full documentation for Docker Spaces here.