Spaces:
Running
Running
Add Hugging Face Spaces deployment files
Browse files- DEPLOY_TO_SPACES.md +175 -0
- Dockerfile +18 -0
- create_space.py +40 -0
- verify_install.py +15 -0
DEPLOY_TO_SPACES.md
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# Deploying this project to Hugging Face Spaces
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This document explains three ways to deploy the contents of this repository to a Hugging Face Space:
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- Option A — Static Space (recommended for a plain website: fastest to set up)
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- Option B — Gradio Space (if you want a Python-backed UI wired into models)
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- Option C — Docker / "Other" Space (if you need to run `server.py` with FastAPI / Uvicorn)
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| 8 |
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All commands below assume PowerShell on Windows (your environment). If you use the workspace virtualenv, run the CLI commands from that environment or prepend the correct python -m calls.
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## Preparation
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1. Create a Hugging Face account if you do not already have one: https://huggingface.co/
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2. Install Hugging Face Hub CLI locally (recommended inside your venv):
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```powershell
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&pip install --upgrade huggingface_hub
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# then login interactively
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& huggingface-cli login
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```
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3. Choose a Space name (e.g. `your-username/my-space`).
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Note: Hugging Face Spaces supports several Space types. Pick the one that fits your app:
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- `static` — best for a static website (HTML/CSS/JS). No Python runtime needed.
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- `gradio` or `streamlit` — for Python UIs using those frameworks.
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- `docker` or `other` — you provide a Dockerfile (useful for FastAPI or custom servers).
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---
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## Option A — Static Space (recommended for `index.html`/frontend-only sites)
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Use this option when your site is pure client-side HTML/CSS/JS. It is the simplest and fastest option.
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1. Ensure the static site entrypoint is `index.html` at the repository root. Currently this repo contains `static/index.html`. You can either:
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- Move content from `static/` to the repository root, or
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- Create a tiny wrapper `index.html` at repo root that loads `./static/index.html` with an iframe or server-side redirect (but moving is simplest).
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Example to copy files (PowerShell):
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| 42 |
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```powershell
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# from repo root
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| 45 |
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Copy-Item -Path .\static\* -Destination . -Recurse -Force
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| 46 |
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```
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| 47 |
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| 48 |
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2. Create the Space (replace `<your-username>` and `<space-name>`):
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| 49 |
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```powershell
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huggingface-cli repo create <your-username>/<space-name> --type=static
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| 52 |
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```
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| 53 |
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| 54 |
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3. Initialize a git repo and push the site to the new Space remote:
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```powershell
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git init
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| 58 |
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git add .
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git commit -m "Deploy static site to HF Space"
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# add remote; replace with the exact URL from the CLI output if different
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git remote add origin https://huggingface.co/spaces/<your-username>/<space-name>
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git branch -M main
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git push -u origin main
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```
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4. Your Space will build and serve the static site. Visit https://huggingface.co/spaces/<your-username>/<space-name>
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Notes:
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- If you have large assets (models, weights), store them in a separate repo or use Git LFS. Spaces have storage limits.
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- Static Spaces do not provide a Python runtime.
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---
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## Option B — Gradio Space (if you want a Python UI)
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If you want to serve a simple Python UI that can interact with your models, use Gradio. This is great when you need Python code to run on the server side.
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1. Create the Space as a Gradio type:
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```powershell
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| 82 |
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huggingface-cli repo create <your-username>/<space-name> --type=gradio
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| 83 |
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```
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2. Add a minimal `app.py` (Gradio) in the repo root. Example that serves your existing `static/index.html` inside a Gradio interface:
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```python
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import gradio as gr
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| 89 |
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from pathlib import Path
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| 90 |
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html = Path("static/index.html").read_text(encoding="utf-8")
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def show():
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return html
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iface = gr.Interface(fn=show, inputs=[], outputs=gr.HTML(), allow_flagging=False)
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if __name__ == "__main__":
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iface.launch(server_name="0.0.0.0", server_port=7860)
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| 100 |
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```
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3. Ensure `requirements.txt` includes `gradio` (add `gradio>=3.0` if missing). Commit and push like in Option A.
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4. Visit your Space URL after the build completes.
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Notes:
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- Gradio Spaces run in a Python environment and will install packages from `requirements.txt`.
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- Models and large files may require Git LFS or external hosting.
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---
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## Option C — Docker / "Other" Space (for FastAPI / custom servers)
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Use this when you need to run `server.py` (FastAPI + Uvicorn) as the backend. This option gives you complete control via a Dockerfile.
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1. Create the Space as a Docker/Other Space:
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```powershell
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huggingface-cli repo create <your-username>/<space-name> --type=docker
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```
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2. Add a `Dockerfile` to the repo root. Example for running `server.py` with Uvicorn:
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```dockerfile
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FROM python:3.11-slim
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WORKDIR /app
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COPY . /app
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RUN pip install --upgrade pip && pip install -r requirements.txt
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ENV PORT=7860
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CMD ["bash", "-lc", "uvicorn server:app --host 0.0.0.0 --port $PORT"]
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```
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Make sure `server.py` exposes a FastAPI `app` object (for example `app = FastAPI()`), so `uvicorn server:app` works.
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3. Commit and push the repo to the Space remote as in Option A. Spaces will build the Docker image and run it.
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Notes:
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- Docker images must fit within Spaces resource constraints. Avoid bundling large model weights in the image; prefer downloading at runtime or using external storage.
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- Use `$PORT` env var as shown so the platform can route correctly.
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---
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## Common tips
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- If your `index.html` and assets live under `static/`, one simple approach is to move them to the repository root before pushing a Static Space.
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- For debugging, check the Space build logs on the Space page — they show package install errors and startup logs.
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- To upload large model files, use Git LFS or host the weights on the Hugging Face Hub (or external storage) and download them at runtime.
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## Example minimal PowerShell session (Static Space)
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```powershell
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# login
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huggingface-cli login
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# create space
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huggingface-cli repo create my-username/my-static-site --type=static
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# copy files to repo root (if required)
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Copy-Item -Path .\static\* -Destination . -Recurse -Force
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# push
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git init
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git add .
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git commit -m "Deploy static site to HF Space"
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git remote add origin https://huggingface.co/spaces/my-username/my-static-site
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git branch -M main
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git push -u origin main
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```
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## Follow-ups I can help with
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- Create a `Dockerfile` in this repo to run `server.py` on Spaces (I can add it and test locally).
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| 172 |
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- Add a `Gradio` `app.py` wrapper so the current `static/index.html` is served inside a Gradio app.
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| 173 |
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- Move/copy `static/` contents to the project root and configure a Static Space, then push for you (if you want me to modify repo files).
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| 174 |
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| 175 |
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If you'd like, tell me which option you prefer (Static, Gradio, or Docker), and I will add the required files and example configuration in this repository.
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Dockerfile
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FROM python:3.11-slim
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# Set working directory
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WORKDIR /app
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# Copy requirements first for better caching
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| 7 |
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COPY requirements.txt .
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RUN pip install --no-cache-dir --upgrade pip && \
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| 9 |
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pip install --no-cache-dir -r requirements.txt
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| 11 |
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# Copy the rest of the application
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COPY . .
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# Hugging Face Spaces uses port 7860
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ENV PORT=7860
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# Run the FastAPI server
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CMD ["bash", "-c", "uvicorn server:app --host 0.0.0.0 --port ${PORT}"]
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create_space.py
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from huggingface_hub import HfApi, login
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import sys
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| 3 |
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| 4 |
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def create_space():
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| 5 |
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# Get token from user
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| 6 |
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token = input("Enter your Hugging Face access token (from https://huggingface.co/settings/tokens): ")
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| 7 |
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| 8 |
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# Login with token
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| 9 |
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login(token=token)
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api = HfApi()
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# Get username
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| 13 |
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username = input("Enter your Hugging Face username: ")
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| 14 |
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space_name = "local-inference"
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| 15 |
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| 16 |
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space_id = f"{username}/{space_name}"
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| 17 |
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print(f"Creating Space: {space_id}")
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| 18 |
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| 19 |
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try:
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| 20 |
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api.create_repo(
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| 21 |
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repo_id=space_id,
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| 22 |
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repo_type="space",
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| 23 |
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space_sdk="docker",
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| 24 |
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)
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| 25 |
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print(f"\nSpace created successfully!")
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| 26 |
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print(f"Remote URL: https://huggingface.co/spaces/{space_id}")
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| 27 |
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print("\nNext steps:")
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| 28 |
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print("1. Initialize git in this directory (if not already done)")
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| 29 |
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print("2. Add the remote:")
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| 30 |
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print(f" git remote add origin https://huggingface.co/spaces/{space_id}")
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| 31 |
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print("3. Push your code:")
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| 32 |
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print(" git add .")
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| 33 |
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print(' git commit -m "Initial commit"')
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| 34 |
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print(" git push -u origin main")
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| 35 |
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except Exception as e:
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| 36 |
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print(f"Error creating space: {e}", file=sys.stderr)
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| 37 |
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sys.exit(1)
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| 38 |
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| 39 |
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if __name__ == "__main__":
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| 40 |
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create_space()
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verify_install.py
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import importlib
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| 3 |
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packages = [
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| 4 |
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'fastapi',
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| 5 |
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'torch',
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'transformers',
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| 7 |
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]
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| 8 |
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| 9 |
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for p in packages:
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| 10 |
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try:
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| 11 |
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m = importlib.import_module(p)
|
| 12 |
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v = getattr(m, '__version__', None)
|
| 13 |
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print(f"{p}: OK, version={v}")
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| 14 |
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except Exception as e:
|
| 15 |
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print(f"{p}: IMPORT ERROR: {e}")
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