Merge branch 'main' into dev
Browse files- BUGS-HF-SPACES-INTEGRATION.md +252 -0
BUGS-HF-SPACES-INTEGRATION.md
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| 1 |
+
# Bug Report: HuggingFace Spaces Frontend/Backend Integration
|
| 2 |
+
|
| 3 |
+
**Date**: 2025-12-12
|
| 4 |
+
**Auditor**: Claude Code
|
| 5 |
+
**Status**: Pre-deployment audit (UPDATED after URL verification)
|
| 6 |
+
|
| 7 |
+
---
|
| 8 |
+
|
| 9 |
+
## Executive Summary
|
| 10 |
+
|
| 11 |
+
Audit of the frontend/backend integration for HuggingFace Spaces deployment. After verifying against the **actual deployed Space URLs**, the core configuration is **CORRECT**. No P0/P1 blockers found. Minor P2/P3 improvements identified.
|
| 12 |
+
|
| 13 |
+
### Actual Space URLs (Verified)
|
| 14 |
+
- **Frontend**: https://huggingface.co/spaces/VibecoderMcSwaggins/stroke-viewer-frontend
|
| 15 |
+
- Runtime URL: `https://vibecodermcswaggins-stroke-viewer-frontend.hf.space`
|
| 16 |
+
- **Backend**: https://huggingface.co/spaces/VibecoderMcSwaggins/stroke-deepisles-demo
|
| 17 |
+
- Runtime URL: `https://vibecodermcswaggins-stroke-deepisles-demo.hf.space`
|
| 18 |
+
|
| 19 |
+
---
|
| 20 |
+
|
| 21 |
+
## Configuration Verification (All PASS)
|
| 22 |
+
|
| 23 |
+
| Component | Configuration | Status | Evidence |
|
| 24 |
+
|-----------|--------------|--------|----------|
|
| 25 |
+
| CORS Regex | `r"https://.*stroke-viewer-frontend.*\.hf\.space"` | **PASS** | Matches `vibecodermcswaggins-stroke-viewer-frontend.hf.space` |
|
| 26 |
+
| Backend URL in Frontend | `VITE_API_URL=https://vibecodermcswaggins-stroke-deepisles-demo.hf.space` | **PASS** | Correctly points to backend |
|
| 27 |
+
| Built dist has production URL | `https://vibecodermcswaggins-stroke-deepisles-demo.hf.space` | **PASS** | Verified in `dist/assets/index-*.js` |
|
| 28 |
+
| Proxy headers | `--proxy-headers` in Dockerfile CMD | **PASS** | Ensures HTTPS URLs behind HF proxy |
|
| 29 |
+
| Port configuration | 7860 | **PASS** | Matches HF Spaces requirements |
|
| 30 |
+
| Results directory | `/tmp/stroke-results` | **PASS** | Writable on HF Spaces |
|
| 31 |
+
| Async job queue | Implemented | **PASS** | Avoids 60s gateway timeout |
|
| 32 |
+
|
| 33 |
+
### CORS Regex Verification
|
| 34 |
+
|
| 35 |
+
```python
|
| 36 |
+
# Test performed:
|
| 37 |
+
import re
|
| 38 |
+
frontend_url = 'https://vibecodermcswaggins-stroke-viewer-frontend.hf.space'
|
| 39 |
+
cors_regex = r'https://.*stroke-viewer-frontend.*\.hf\.space'
|
| 40 |
+
re.fullmatch(cors_regex, frontend_url) # Returns Match object - SUCCESS
|
| 41 |
+
|
| 42 |
+
# Also matches proxy/embed format:
|
| 43 |
+
proxy_url = 'https://vibecodermcswaggins--stroke-viewer-frontend--abc123.hf.space'
|
| 44 |
+
re.fullmatch(cors_regex, proxy_url) # Returns Match object - SUCCESS
|
| 45 |
+
```
|
| 46 |
+
|
| 47 |
+
---
|
| 48 |
+
|
| 49 |
+
## P2 - MEDIUM PRIORITY (Non-blocking)
|
| 50 |
+
|
| 51 |
+
### ISSUE-001: Hardcoded User in Production Config
|
| 52 |
+
|
| 53 |
+
**Severity**: P2 - MEDIUM
|
| 54 |
+
**Impact**: Forks/clones require manual configuration update
|
| 55 |
+
**Files**: `frontend/.env.production`, `frontend/dist/`
|
| 56 |
+
|
| 57 |
+
#### Problem
|
| 58 |
+
|
| 59 |
+
The production URL is hardcoded for a specific user:
|
| 60 |
+
```
|
| 61 |
+
# frontend/.env.production
|
| 62 |
+
VITE_API_URL=https://vibecodermcswaggins-stroke-deepisles-demo.hf.space
|
| 63 |
+
```
|
| 64 |
+
|
| 65 |
+
Anyone forking this repo must:
|
| 66 |
+
1. Update `.env.production` with their backend URL
|
| 67 |
+
2. Rebuild the frontend (`npm run build`)
|
| 68 |
+
3. Re-deploy the dist folder
|
| 69 |
+
|
| 70 |
+
#### Recommendation (Optional)
|
| 71 |
+
|
| 72 |
+
Add a deployment note to `frontend/README.md`:
|
| 73 |
+
```markdown
|
| 74 |
+
## Fork Deployment
|
| 75 |
+
|
| 76 |
+
If you fork this repo, update `.env.production` before building:
|
| 77 |
+
\`\`\`
|
| 78 |
+
VITE_API_URL=https://{YOUR_USERNAME}-stroke-deepisles-demo.hf.space
|
| 79 |
+
\`\`\`
|
| 80 |
+
Then rebuild: `npm run build`
|
| 81 |
+
```
|
| 82 |
+
|
| 83 |
+
---
|
| 84 |
+
|
| 85 |
+
### ISSUE-002: allow_credentials May Be Unnecessary
|
| 86 |
+
|
| 87 |
+
**Severity**: P2 - MEDIUM
|
| 88 |
+
**Impact**: More permissive than needed
|
| 89 |
+
**File**: `src/stroke_deepisles_demo/api/main.py:87`
|
| 90 |
+
|
| 91 |
+
#### Problem
|
| 92 |
+
|
| 93 |
+
```python
|
| 94 |
+
app.add_middleware(
|
| 95 |
+
CORSMiddleware,
|
| 96 |
+
allow_origins=CORS_ORIGINS,
|
| 97 |
+
allow_origin_regex=r"https://.*stroke-viewer-frontend.*\.hf\.space",
|
| 98 |
+
allow_credentials=True, # <-- Is this needed?
|
| 99 |
+
allow_methods=["*"],
|
| 100 |
+
allow_headers=["*"],
|
| 101 |
+
)
|
| 102 |
+
```
|
| 103 |
+
|
| 104 |
+
The frontend API client doesn't use credentials:
|
| 105 |
+
```typescript
|
| 106 |
+
// frontend/src/api/client.ts - no credentials option in fetch calls
|
| 107 |
+
const response = await fetch(`${this.baseUrl}/api/cases`, { signal })
|
| 108 |
+
```
|
| 109 |
+
|
| 110 |
+
#### Recommendation (Optional)
|
| 111 |
+
|
| 112 |
+
If credentials (cookies, auth headers) aren't needed, consider:
|
| 113 |
+
```python
|
| 114 |
+
app.add_middleware(
|
| 115 |
+
CORSMiddleware,
|
| 116 |
+
allow_origins=CORS_ORIGINS,
|
| 117 |
+
allow_origin_regex=r"https://.*stroke-viewer-frontend.*\.hf\.space",
|
| 118 |
+
allow_credentials=False, # More restrictive
|
| 119 |
+
allow_methods=["GET", "POST"], # Only methods actually used
|
| 120 |
+
allow_headers=["Content-Type"], # Only headers actually needed
|
| 121 |
+
)
|
| 122 |
+
```
|
| 123 |
+
|
| 124 |
+
This follows the principle of least privilege.
|
| 125 |
+
|
| 126 |
+
---
|
| 127 |
+
|
| 128 |
+
## P3 - LOW PRIORITY (Nice-to-have)
|
| 129 |
+
|
| 130 |
+
### ISSUE-003: FRONTEND_ORIGIN Env Var Not Used
|
| 131 |
+
|
| 132 |
+
**Severity**: P3 - LOW
|
| 133 |
+
**Impact**: Works without it, but could be more explicit
|
| 134 |
+
**File**: `Dockerfile`, `src/stroke_deepisles_demo/api/main.py:72-78`
|
| 135 |
+
|
| 136 |
+
#### Problem
|
| 137 |
+
|
| 138 |
+
The code supports `FRONTEND_ORIGIN` environment variable:
|
| 139 |
+
```python
|
| 140 |
+
FRONTEND_ORIGIN = os.environ.get("FRONTEND_ORIGIN", "")
|
| 141 |
+
if FRONTEND_ORIGIN:
|
| 142 |
+
CORS_ORIGINS.append(FRONTEND_ORIGIN)
|
| 143 |
+
```
|
| 144 |
+
|
| 145 |
+
But it's not set in the Dockerfile. The regex fallback works, but explicit is better than implicit.
|
| 146 |
+
|
| 147 |
+
#### Recommendation (Optional)
|
| 148 |
+
|
| 149 |
+
Add to Dockerfile:
|
| 150 |
+
```dockerfile
|
| 151 |
+
ENV FRONTEND_ORIGIN=https://vibecodermcswaggins-stroke-viewer-frontend.hf.space
|
| 152 |
+
```
|
| 153 |
+
|
| 154 |
+
Or document that users can set it as a Space secret for more explicit configuration.
|
| 155 |
+
|
| 156 |
+
---
|
| 157 |
+
|
| 158 |
+
## P4 - INFO (No Action Required)
|
| 159 |
+
|
| 160 |
+
### INFO-001: Static Space README Configuration
|
| 161 |
+
|
| 162 |
+
**Status**: CORRECT
|
| 163 |
+
**File**: `frontend/README.md`
|
| 164 |
+
|
| 165 |
+
The Static Space header is properly configured:
|
| 166 |
+
```yaml
|
| 167 |
+
---
|
| 168 |
+
title: Stroke Lesion Viewer
|
| 169 |
+
emoji: 🧠
|
| 170 |
+
sdk: static
|
| 171 |
+
app_file: dist/index.html
|
| 172 |
+
app_build_command: npm run build
|
| 173 |
+
nodejs_version: "20" # Required for Vite 7
|
| 174 |
+
---
|
| 175 |
+
```
|
| 176 |
+
|
| 177 |
+
### INFO-002: Backend Dockerfile Configuration
|
| 178 |
+
|
| 179 |
+
**Status**: CORRECT
|
| 180 |
+
**File**: `Dockerfile`
|
| 181 |
+
|
| 182 |
+
All critical settings are present:
|
| 183 |
+
- `FROM isleschallenge/deepisles:latest` - Correct base image
|
| 184 |
+
- `USER user` - Non-root user (required by HF Spaces)
|
| 185 |
+
- `EXPOSE 7860` - Correct port
|
| 186 |
+
- `--proxy-headers` - Trusts X-Forwarded-Proto
|
| 187 |
+
|
| 188 |
+
### INFO-003: Async Job Queue Pattern
|
| 189 |
+
|
| 190 |
+
**Status**: CORRECT
|
| 191 |
+
**Files**: `src/stroke_deepisles_demo/api/routes.py`, `frontend/src/hooks/useSegmentation.ts`
|
| 192 |
+
|
| 193 |
+
The implementation correctly handles HF Spaces' ~60s gateway timeout:
|
| 194 |
+
1. POST `/api/segment` returns immediately with job ID (202 Accepted)
|
| 195 |
+
2. Frontend polls GET `/api/jobs/{id}` every 2 seconds
|
| 196 |
+
3. Progress updates shown via `ProgressIndicator`
|
| 197 |
+
|
| 198 |
+
---
|
| 199 |
+
|
| 200 |
+
## Pre-Deployment Checklist
|
| 201 |
+
|
| 202 |
+
Before going live, verify these items:
|
| 203 |
+
|
| 204 |
+
| Check | Status | Notes |
|
| 205 |
+
|-------|--------|-------|
|
| 206 |
+
| Frontend Space created | [ ] | `stroke-viewer-frontend` Static Space |
|
| 207 |
+
| Backend Space created | [ ] | `stroke-deepisles-demo` Docker Space |
|
| 208 |
+
| Backend Space has GPU | [ ] | T4 or better required for DeepISLES |
|
| 209 |
+
| Frontend built with production env | [x] | dist/ contains correct backend URL |
|
| 210 |
+
| CORS regex matches frontend URL | [x] | Verified via regex test |
|
| 211 |
+
| `--proxy-headers` in Dockerfile | [x] | Ensures HTTPS URLs |
|
| 212 |
+
| Port 7860 configured | [x] | Required by HF Spaces |
|
| 213 |
+
| Results dir in /tmp | [x] | `/tmp/stroke-results` |
|
| 214 |
+
|
| 215 |
+
---
|
| 216 |
+
|
| 217 |
+
## Runtime Testing Checklist
|
| 218 |
+
|
| 219 |
+
Once both Spaces are running:
|
| 220 |
+
|
| 221 |
+
| Test | Expected Result | How to Verify |
|
| 222 |
+
|------|-----------------|---------------|
|
| 223 |
+
| Frontend loads | Page renders without errors | Open frontend URL in browser |
|
| 224 |
+
| Backend health check | `{"status": "healthy", ...}` | `curl https://...-stroke-deepisles-demo.hf.space/health` |
|
| 225 |
+
| Cases endpoint | JSON array of case IDs | Check Network tab in DevTools |
|
| 226 |
+
| CORS on cases | No CORS error | Check Console tab in DevTools |
|
| 227 |
+
| Segmentation job created | 202 response with jobId | Click "Run Segmentation" |
|
| 228 |
+
| Progress polling | Progress updates in UI | Watch ProgressIndicator |
|
| 229 |
+
| Results displayed | NiiVue viewer shows volumes | Verify 3D rendering |
|
| 230 |
+
| Static file CORS | NIfTI files load without error | Check Network tab |
|
| 231 |
+
|
| 232 |
+
---
|
| 233 |
+
|
| 234 |
+
## Previously Fixed Issues (Reference)
|
| 235 |
+
|
| 236 |
+
These issues from earlier audits are correctly resolved:
|
| 237 |
+
|
| 238 |
+
| ID | Issue | Fix Applied |
|
| 239 |
+
|----|-------|-------------|
|
| 240 |
+
| 001 | CORS regex only matched proxy URL format | Fixed: `.*stroke-viewer-frontend.*` matches both |
|
| 241 |
+
| 002 | HTTP URLs returned behind HTTPS proxy | Fixed: `--proxy-headers` in uvicorn CMD |
|
| 242 |
+
| 003 | Gateway timeout on long inference | Fixed: Async job queue with polling |
|
| 243 |
+
|
| 244 |
+
---
|
| 245 |
+
|
| 246 |
+
## Sources
|
| 247 |
+
|
| 248 |
+
- [HuggingFace Static Spaces](https://huggingface.co/docs/hub/en/spaces-sdks-static)
|
| 249 |
+
- [HF Spaces URL Format](https://huggingface.co/docs/hub/spaces-embed)
|
| 250 |
+
- [FastAPI CORS Configuration](https://www.stackhawk.com/blog/configuring-cors-in-fastapi/)
|
| 251 |
+
- [Deploying FastAPI on HF Spaces](https://huggingface.co/blog/HemanthSai7/deploy-applications-on-huggingface-spaces)
|
| 252 |
+
- [HF Spaces Docker Docs](https://huggingface.co/docs/hub/spaces-sdks-docker)
|