fix(ui): NiiVue viewer re-initializes after segmentation completes (#21)
Browse files* fix(ui): NiiVue viewer re-initializes after segmentation completes
ROOT CAUSE: Gradio's js_on_load only runs ONCE on component mount.
When run_segmentation() updated the gr.HTML value, the JavaScript
never re-executed, leaving the viewer stuck at "Loading viewer...".
FIX: Created two JavaScript constants with different DOM access patterns:
1. NIIVUE_ON_LOAD_JS - Uses element.querySelector() (for js_on_load)
2. NIIVUE_UPDATE_JS - Uses document.querySelector() (for .then(js=...))
The key insight: The `js` parameter on event handlers does NOT have
access to `element` - it runs in global context and receives component
VALUES as arguments, not DOM elements.
Changes:
- viewer.py: Added NIIVUE_UPDATE_JS with document.querySelector()
- app.py: Wired .then(fn=None, js=NIIVUE_UPDATE_JS) after click handler
- components.py: Updated import to NIIVUE_ON_LOAD_JS
Also:
- Archived 9 completed specs to docs/specs/archive/
- Created Bug #11 spec with deep research findings
- Updated Bug #10 to point to Bug #11
All 130 tests pass.
Fixes: Bug #10, Bug #11 (NiiVue viewer black screen / not re-running)
See: docs/specs/11-bug-niivue-js-on-load-not-rerunning.md
* docs: align constant names with implementation
Update Bug #11 spec to use actual constant names:
- NIIVUE_INIT_JS β NIIVUE_UPDATE_JS
- NIIVUE_JS_ON_LOAD β NIIVUE_ON_LOAD_JS
Addresses CodeRabbit feedback on naming consistency.
- docs/specs/10-bug-niivue-viewer-black-screen.md +13 -3
- docs/specs/11-bug-niivue-js-on-load-not-rerunning.md +484 -0
- docs/specs/{01-phase-0-repo-bootstrap.md β archive/01-phase-0-repo-bootstrap.md} +0 -0
- docs/specs/{02-phase-1-data-access.md β archive/02-phase-1-data-access.md} +0 -0
- docs/specs/{03-phase-2-deepisles-docker.md β archive/03-phase-2-deepisles-docker.md} +0 -0
- docs/specs/{04-phase-3-pipeline.md β archive/04-phase-3-pipeline.md} +0 -0
- docs/specs/{05-phase-4-gradio-ui.md β archive/05-phase-4-gradio-ui.md} +0 -0
- docs/specs/{06-phase-5-polish.md β archive/06-phase-5-polish.md} +0 -0
- docs/specs/{08-bug-hf-spaces-dataset-loop.md β archive/08-bug-hf-spaces-dataset-loop.md} +0 -0
- docs/specs/{09-bug-deepisles-not-installed-hf-spaces.md β archive/09-bug-deepisles-not-installed-hf-spaces.md} +0 -0
- docs/specs/{data-discovery.md β archive/data-discovery.md} +0 -0
- src/stroke_deepisles_demo/ui/app.py +4 -0
- src/stroke_deepisles_demo/ui/components.py +2 -2
- src/stroke_deepisles_demo/ui/viewer.py +93 -2
|
@@ -1,12 +1,12 @@
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| 1 |
# Bug #10: NiiVue 3D Viewer Renders Black Screen on HF Spaces
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-
## Status: FIXED
|
| 4 |
|
| 5 |
**Date:** 2025-12-09
|
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-
**Branch:** `fix/niivue-js-on-load`
|
| 7 |
**Discovered:** After fixing Bug #9 (DeepISLES subprocess bridge)
|
| 8 |
|
| 9 |
-
### Fix Applied (2025-12-09)
|
| 10 |
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| 11 |
Implemented `js_on_load` approach (Solution 1 from this spec):
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| 12 |
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@@ -17,6 +17,16 @@ Implemented `js_on_load` approach (Solution 1 from this spec):
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The HTML now uses `data-*` attributes to pass volume URLs, and JavaScript
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executes via `js_on_load` instead of inline `<script>` tags.
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---
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## TL;DR - ROOT CAUSE
|
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| 1 |
# Bug #10: NiiVue 3D Viewer Renders Black Screen on HF Spaces
|
| 2 |
|
| 3 |
+
## Status: PARTIALLY FIXED β See Bug #11
|
| 4 |
|
| 5 |
**Date:** 2025-12-09
|
| 6 |
+
**Branch:** `fix/niivue-js-on-load` (merged), now `fix/niivue-js-rerun`
|
| 7 |
**Discovered:** After fixing Bug #9 (DeepISLES subprocess bridge)
|
| 8 |
|
| 9 |
+
### Fix Applied (2025-12-09) - PARTIAL
|
| 10 |
|
| 11 |
Implemented `js_on_load` approach (Solution 1 from this spec):
|
| 12 |
|
|
|
|
| 17 |
The HTML now uses `data-*` attributes to pass volume URLs, and JavaScript
|
| 18 |
executes via `js_on_load` instead of inline `<script>` tags.
|
| 19 |
|
| 20 |
+
### Continued in Bug #11
|
| 21 |
+
|
| 22 |
+
After HF Spaces deployment, we discovered that `js_on_load` **only runs once
|
| 23 |
+
on component mount**, not on value updates. This means the NiiVue viewer
|
| 24 |
+
initializes correctly on page load, but when `run_segmentation()` updates
|
| 25 |
+
the gr.HTML value with new data-* attributes, the JS doesn't re-execute.
|
| 26 |
+
|
| 27 |
+
**See [Bug #11](./11-bug-niivue-js-on-load-not-rerunning.md) for the complete
|
| 28 |
+
analysis and the verified fix using `.then(fn=None, js=...)`.**
|
| 29 |
+
|
| 30 |
---
|
| 31 |
|
| 32 |
## TL;DR - ROOT CAUSE
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@@ -0,0 +1,484 @@
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|
| 1 |
+
# Bug #11: NiiVue js_on_load Doesn't Re-run on Value Update
|
| 2 |
+
|
| 3 |
+
## Status: FIXED
|
| 4 |
+
|
| 5 |
+
**Date:** 2025-12-09
|
| 6 |
+
**Branch:** `fix/niivue-js-rerun`
|
| 7 |
+
**Fixed By:** Implementing `.then(fn=None, js=NIIVUE_UPDATE_JS)` pattern with correct `document.querySelector` context.
|
| 8 |
+
**Related:** Bug #10 (Fixed)
|
| 9 |
+
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
## TL;DR - ROOT CAUSE
|
| 13 |
+
|
| 14 |
+
**Gradio's `js_on_load` only runs ONCE when the component first mounts.**
|
| 15 |
+
|
| 16 |
+
When we update the `gr.HTML` value with new content (after segmentation), the `js_on_load` code does NOT re-execute. The HTML updates, but the JavaScript initialization never runs.
|
| 17 |
+
|
| 18 |
+
---
|
| 19 |
+
|
| 20 |
+
## Symptom
|
| 21 |
+
|
| 22 |
+
After successful DeepISLES inference on HF Spaces:
|
| 23 |
+
- Viewer shows "Loading viewer..." (initial HTML state)
|
| 24 |
+
- Status never changes to "Checking WebGL2..." or "Loading NiiVue..."
|
| 25 |
+
- No error message displayed
|
| 26 |
+
- No brain scan visible
|
| 27 |
+
|
| 28 |
+
**What IS working:**
|
| 29 |
+
- DeepISLES inference completes (~36 seconds)
|
| 30 |
+
- Slice Comparison (matplotlib 2D view) renders correctly
|
| 31 |
+
- Metrics JSON displays correctly
|
| 32 |
+
- Download button provides the prediction mask
|
| 33 |
+
- Initial HTML renders with data-* attributes
|
| 34 |
+
|
| 35 |
+
**What is NOT working:**
|
| 36 |
+
- js_on_load JavaScript doesn't re-run when value updates
|
| 37 |
+
- NiiVue never initializes after segmentation
|
| 38 |
+
|
| 39 |
+
---
|
| 40 |
+
|
| 41 |
+
## Evidence
|
| 42 |
+
|
| 43 |
+
### Gradio Documentation
|
| 44 |
+
|
| 45 |
+
From [Custom HTML Components Guide](https://www.gradio.app/guides/custom_HTML_components):
|
| 46 |
+
|
| 47 |
+
> "Event listeners attached in `js_on_load` are only attached **once** when the component is first rendered. If your component creates new elements dynamically that need event listeners, attach the event listener to a parent element..."
|
| 48 |
+
|
| 49 |
+
### Observed Behavior
|
| 50 |
+
|
| 51 |
+
1. Page loads β js_on_load runs β No volumeUrl β Shows "Waiting for segmentation..."
|
| 52 |
+
2. User clicks "Run Segmentation"
|
| 53 |
+
3. DeepISLES runs successfully
|
| 54 |
+
4. `run_segmentation()` returns new HTML with data-volume-url attribute
|
| 55 |
+
5. gr.HTML value updates with new HTML
|
| 56 |
+
6. **js_on_load does NOT re-run** β THE BUG
|
| 57 |
+
7. Viewer shows "Loading viewer..." (static HTML, no JS executed)
|
| 58 |
+
|
| 59 |
+
### Server Logs (Working)
|
| 60 |
+
|
| 61 |
+
```text
|
| 62 |
+
INFO: Running segmentation for sub-stroke0001
|
| 63 |
+
INFO: DeepISLES subprocess completed in 35.73s
|
| 64 |
+
```
|
| 65 |
+
|
| 66 |
+
Inference works. The problem is client-side JavaScript execution.
|
| 67 |
+
|
| 68 |
+
---
|
| 69 |
+
|
| 70 |
+
## Code Flow Analysis
|
| 71 |
+
|
| 72 |
+
### Current Implementation (BROKEN)
|
| 73 |
+
|
| 74 |
+
```python
|
| 75 |
+
# components.py - js_on_load set once at component creation
|
| 76 |
+
niivue_viewer = gr.HTML(
|
| 77 |
+
label="Interactive 3D Viewer",
|
| 78 |
+
js_on_load=NIIVUE_ON_LOAD_JS, # Runs ONCE on mount
|
| 79 |
+
)
|
| 80 |
+
|
| 81 |
+
# app.py - returns new HTML value after segmentation
|
| 82 |
+
def run_segmentation(...):
|
| 83 |
+
# ... inference ...
|
| 84 |
+
niivue_html = create_niivue_html(dwi_url, mask_url)
|
| 85 |
+
return niivue_html, ... # Value updates, but js_on_load doesn't re-run
|
| 86 |
+
```
|
| 87 |
+
|
| 88 |
+
### Why It Fails
|
| 89 |
+
|
| 90 |
+
1. Component mounts β js_on_load runs (no data yet)
|
| 91 |
+
2. Value updates β HTML re-renders, js_on_load SKIPPED
|
| 92 |
+
3. New HTML has data-* attributes but no JS execution
|
| 93 |
+
|
| 94 |
+
---
|
| 95 |
+
|
| 96 |
+
## Proposed Solutions (Ranked)
|
| 97 |
+
|
| 98 |
+
### Solution 1: Use `js` Parameter on Event Handler (Recommended)
|
| 99 |
+
|
| 100 |
+
Gradio allows running JavaScript after an event completes:
|
| 101 |
+
|
| 102 |
+
```python
|
| 103 |
+
run_btn.click(
|
| 104 |
+
fn=run_segmentation,
|
| 105 |
+
inputs=[...],
|
| 106 |
+
outputs=[results["niivue_viewer"], ...],
|
| 107 |
+
).then(
|
| 108 |
+
fn=None, # MUST be explicit!
|
| 109 |
+
js=NIIVUE_UPDATE_JS, # β οΈ CANNOT reuse NIIVUE_ON_LOAD_JS - different context!
|
| 110 |
+
)
|
| 111 |
+
```
|
| 112 |
+
|
| 113 |
+
**Pros:** Native Gradio pattern, runs after each update
|
| 114 |
+
**Cons:** Requires separate JS constant (see "Different JS Context" section below)
|
| 115 |
+
|
| 116 |
+
**β οΈ CRITICAL:** The `js` param does NOT have access to `element`. You must use
|
| 117 |
+
`document.querySelector()` instead. See the corrected JavaScript in the
|
| 118 |
+
"Recommended Implementation" section.
|
| 119 |
+
|
| 120 |
+
### Solution 2: MutationObserver in js_on_load
|
| 121 |
+
|
| 122 |
+
Watch for DOM changes and re-initialize. This approach IS valid because
|
| 123 |
+
`js_on_load` has access to `element`:
|
| 124 |
+
|
| 125 |
+
```javascript
|
| 126 |
+
// In js_on_load - 'element' IS available here
|
| 127 |
+
const initNiiVue = async () => {
|
| 128 |
+
const container = element.querySelector('.niivue-viewer') || element;
|
| 129 |
+
const volumeUrl = container.dataset.volumeUrl;
|
| 130 |
+
if (!volumeUrl) return;
|
| 131 |
+
// ... NiiVue initialization code ...
|
| 132 |
+
};
|
| 133 |
+
|
| 134 |
+
// Watch for attribute changes (when Python updates data-volume-url)
|
| 135 |
+
const observer = new MutationObserver((mutations) => {
|
| 136 |
+
for (const mutation of mutations) {
|
| 137 |
+
if (mutation.type === 'attributes' &&
|
| 138 |
+
mutation.attributeName.startsWith('data-')) {
|
| 139 |
+
initNiiVue();
|
| 140 |
+
break;
|
| 141 |
+
}
|
| 142 |
+
}
|
| 143 |
+
});
|
| 144 |
+
|
| 145 |
+
// Observe the element for attribute changes
|
| 146 |
+
observer.observe(element, {
|
| 147 |
+
attributes: true,
|
| 148 |
+
subtree: true,
|
| 149 |
+
attributeFilter: ['data-volume-url', 'data-mask-url']
|
| 150 |
+
});
|
| 151 |
+
|
| 152 |
+
// Initial check
|
| 153 |
+
initNiiVue();
|
| 154 |
+
```
|
| 155 |
+
|
| 156 |
+
**Pros:** Self-contained in js_on_load, no separate event wiring needed
|
| 157 |
+
**Cons:** More complex, relies on Gradio updating DOM attributes (may not work
|
| 158 |
+
if Gradio replaces the entire element instead of updating attributes)
|
| 159 |
+
|
| 160 |
+
### Solution 3: Use gradio-iframe Component
|
| 161 |
+
|
| 162 |
+
The `gradio-iframe` package allows JavaScript to execute normally:
|
| 163 |
+
|
| 164 |
+
```python
|
| 165 |
+
from gradio_iframe import iFrame
|
| 166 |
+
|
| 167 |
+
niivue_viewer = iFrame(
|
| 168 |
+
value=create_niivue_html_with_script(...), # Scripts execute in iframe
|
| 169 |
+
)
|
| 170 |
+
```
|
| 171 |
+
|
| 172 |
+
**Pros:** Scripts execute normally inside iframe
|
| 173 |
+
**Cons:** Additional dependency, iframe quirks
|
| 174 |
+
|
| 175 |
+
### Solution 4: Embed JS in HTML via data: URL iframe
|
| 176 |
+
|
| 177 |
+
Self-contained iframe with script:
|
| 178 |
+
|
| 179 |
+
```python
|
| 180 |
+
def create_niivue_html(...):
|
| 181 |
+
html_with_script = f'''<script>...</script><canvas>...</canvas>'''
|
| 182 |
+
encoded = base64.b64encode(html_with_script.encode()).decode()
|
| 183 |
+
return f'<iframe src="data:text/html;base64,{encoded}"></iframe>'
|
| 184 |
+
```
|
| 185 |
+
|
| 186 |
+
**Pros:** No external dependency, scripts execute
|
| 187 |
+
**Cons:** Complex, potential CSP issues
|
| 188 |
+
|
| 189 |
+
### Solution 5: Custom Gradio Component
|
| 190 |
+
|
| 191 |
+
Build a proper `gradio_niivue` Svelte component:
|
| 192 |
+
|
| 193 |
+
```bash
|
| 194 |
+
gradio cc create NiiVue --template HTML
|
| 195 |
+
```
|
| 196 |
+
|
| 197 |
+
**Pros:** Most robust, proper lifecycle hooks
|
| 198 |
+
**Cons:** Significant development effort
|
| 199 |
+
|
| 200 |
+
---
|
| 201 |
+
|
| 202 |
+
## Investigation Steps
|
| 203 |
+
|
| 204 |
+
### Step 1: Test Solution 1 (js param on .then())
|
| 205 |
+
|
| 206 |
+
```python
|
| 207 |
+
run_btn.click(
|
| 208 |
+
fn=run_segmentation,
|
| 209 |
+
inputs=[...],
|
| 210 |
+
outputs=[...],
|
| 211 |
+
).then(
|
| 212 |
+
fn=None,
|
| 213 |
+
js="console.log('then JS ran'); console.log(document.querySelector('.niivue-viewer'));"
|
| 214 |
+
)
|
| 215 |
+
```
|
| 216 |
+
|
| 217 |
+
Verify:
|
| 218 |
+
- Does `js` run after value update?
|
| 219 |
+
- Does it have access to the updated DOM?
|
| 220 |
+
|
| 221 |
+
### Step 2: Test Solution 2 (MutationObserver)
|
| 222 |
+
|
| 223 |
+
Add observer to js_on_load and check if it triggers on value change.
|
| 224 |
+
|
| 225 |
+
### Step 3: Check Browser Console
|
| 226 |
+
|
| 227 |
+
Open DevTools and look for:
|
| 228 |
+
- JavaScript errors
|
| 229 |
+
- Console logs from js_on_load
|
| 230 |
+
- Network requests to NiiVue CDN
|
| 231 |
+
|
| 232 |
+
---
|
| 233 |
+
|
| 234 |
+
## Temporary Workaround
|
| 235 |
+
|
| 236 |
+
The 2D Slice Comparison view works correctly and provides adequate visualization for evaluation purposes while we fix the 3D viewer.
|
| 237 |
+
|
| 238 |
+
---
|
| 239 |
+
|
| 240 |
+
## Priority Assessment
|
| 241 |
+
|
| 242 |
+
**Severity:** P1 (High)
|
| 243 |
+
- 3D viewer is a key feature for the demo
|
| 244 |
+
- The fix we deployed doesn't fully work
|
| 245 |
+
- Blocks demo usability for 3D visualization
|
| 246 |
+
|
| 247 |
+
**Impact:**
|
| 248 |
+
- Users see "Loading viewer..." indefinitely
|
| 249 |
+
- 2D fallback still works
|
| 250 |
+
- Demo is partially functional
|
| 251 |
+
|
| 252 |
+
---
|
| 253 |
+
|
| 254 |
+
## Deep Web Research (2025-12-09)
|
| 255 |
+
|
| 256 |
+
### Relationship Between Bug #10 and Bug #11
|
| 257 |
+
|
| 258 |
+
**They are the SAME underlying issue with two symptoms:**
|
| 259 |
+
|
| 260 |
+
1. **Bug #10**: Gradio strips `<script>` tags from gr.HTML for XSS security
|
| 261 |
+
2. **Bug #11**: Gradio's `js_on_load` only runs once on component mount
|
| 262 |
+
|
| 263 |
+
Both stem from Gradio's design decision to limit JavaScript execution in HTML components for security reasons.
|
| 264 |
+
|
| 265 |
+
### Verified Gradio Behavior (from official docs)
|
| 266 |
+
|
| 267 |
+
#### js_on_load Limitation (CONFIRMED)
|
| 268 |
+
|
| 269 |
+
From [Gradio Custom HTML Components](https://www.gradio.app/guides/custom_HTML_components):
|
| 270 |
+
|
| 271 |
+
> "Event listeners attached in `js_on_load` are **only attached once** when the component is first rendered."
|
| 272 |
+
|
| 273 |
+
#### Solution 1 VALIDATED: `.then(fn=None, js=...)`
|
| 274 |
+
|
| 275 |
+
From [Gradio Custom CSS and JS](https://www.gradio.app/guides/custom-CSS-and-JS):
|
| 276 |
+
|
| 277 |
+
> "You can pass both a JavaScript function and a Python function (in which case the JavaScript function is run first) or **only Javascript (and set the Python `fn` to `None`)**."
|
| 278 |
+
|
| 279 |
+
**Critical Implementation Detail** from [GitHub Issue #6729](https://github.com/gradio-app/gradio/issues/6729):
|
| 280 |
+
|
| 281 |
+
> "`js` without `fn` is executed only if `fn` is **explicitly** set to `None`"
|
| 282 |
+
|
| 283 |
+
```python
|
| 284 |
+
# WORKS
|
| 285 |
+
b1.click(js=js, fn=None)
|
| 286 |
+
|
| 287 |
+
# DOES NOT WORK
|
| 288 |
+
b2.click(js=js) # fn defaults to something, not None
|
| 289 |
+
```
|
| 290 |
+
|
| 291 |
+
#### js Parameter Signature
|
| 292 |
+
|
| 293 |
+
From [Gradio HTML Docs](https://www.gradio.app/docs/gradio/html):
|
| 294 |
+
|
| 295 |
+
> "The `js` parameter is an optional frontend js method to run before running 'fn'. Input arguments for js method are values of 'inputs' and 'outputs', return should be a list of values for output components."
|
| 296 |
+
|
| 297 |
+
### Alternative Solutions Research
|
| 298 |
+
|
| 299 |
+
#### gradio-iframe Package
|
| 300 |
+
|
| 301 |
+
From [PyPI gradio-iframe](https://pypi.org/project/gradio-iframe/):
|
| 302 |
+
|
| 303 |
+
- Version: 0.0.10 (Jan 2024)
|
| 304 |
+
- **JavaScript executes normally inside iframe**
|
| 305 |
+
- Known issues: Height doesn't always adjust, not fully responsive
|
| 306 |
+
- Status: Alpha, possibly abandoned (no updates in 12 months)
|
| 307 |
+
- **Risk:** May not be compatible with Gradio 6.x
|
| 308 |
+
|
| 309 |
+
#### MutationObserver Pattern
|
| 310 |
+
|
| 311 |
+
From [MDN MutationObserver](https://developer.mozilla.org/en-US/docs/Web/API/MutationObserver):
|
| 312 |
+
|
| 313 |
+
MutationObserver can watch for DOM changes and trigger re-initialization:
|
| 314 |
+
|
| 315 |
+
```javascript
|
| 316 |
+
const observer = new MutationObserver((mutations) => {
|
| 317 |
+
mutations.forEach((mutation) => {
|
| 318 |
+
if (mutation.type === 'attributes' &&
|
| 319 |
+
mutation.attributeName === 'data-volume-url') {
|
| 320 |
+
initNiiVue();
|
| 321 |
+
}
|
| 322 |
+
});
|
| 323 |
+
});
|
| 324 |
+
observer.observe(element, { attributes: true, attributeFilter: ['data-volume-url'] });
|
| 325 |
+
```
|
| 326 |
+
|
| 327 |
+
**Caveat from Gradio docs:**
|
| 328 |
+
|
| 329 |
+
> "Warning: The use of query selectors in custom JS and CSS is not guaranteed to work across Gradio versions that bind to Gradio's own HTML elements as the Gradio HTML DOM may change."
|
| 330 |
+
|
| 331 |
+
#### ipyniivue (Jupyter Widget)
|
| 332 |
+
|
| 333 |
+
From [GitHub ipyniivue](https://github.com/niivue/ipyniivue):
|
| 334 |
+
|
| 335 |
+
- Built on anywidget framework
|
| 336 |
+
- Designed for Jupyter, not Gradio
|
| 337 |
+
- No direct Gradio integration exists
|
| 338 |
+
|
| 339 |
+
### Recommended Implementation
|
| 340 |
+
|
| 341 |
+
Based on research, **Solution 1 (`.then(fn=None, js=...)`) is the correct fix**.
|
| 342 |
+
|
| 343 |
+
#### Step 1: Create a NEW JavaScript constant for event handlers
|
| 344 |
+
|
| 345 |
+
We **CANNOT** reuse `NIIVUE_ON_LOAD_JS` because it uses `element` which is not
|
| 346 |
+
available in the event handler context. We need a new constant:
|
| 347 |
+
|
| 348 |
+
```python
|
| 349 |
+
# viewer.py - NEW constant for event handler context
|
| 350 |
+
NIIVUE_UPDATE_JS = f"""
|
| 351 |
+
(async () => {{
|
| 352 |
+
// β οΈ NO 'element' available - must use document.querySelector()
|
| 353 |
+
const container = document.querySelector('.niivue-viewer');
|
| 354 |
+
if (!container) {{
|
| 355 |
+
console.error('NiiVue container not found');
|
| 356 |
+
return;
|
| 357 |
+
}}
|
| 358 |
+
|
| 359 |
+
const canvas = container.querySelector('canvas');
|
| 360 |
+
const status = container.querySelector('.niivue-status');
|
| 361 |
+
|
| 362 |
+
// Get URLs from data attributes
|
| 363 |
+
const volumeUrl = container.dataset.volumeUrl;
|
| 364 |
+
const maskUrl = container.dataset.maskUrl;
|
| 365 |
+
|
| 366 |
+
// Skip if no volume URL
|
| 367 |
+
if (!volumeUrl) {{
|
| 368 |
+
console.log('No volume URL yet');
|
| 369 |
+
return;
|
| 370 |
+
}}
|
| 371 |
+
|
| 372 |
+
try {{
|
| 373 |
+
if (status) status.innerText = 'Loading NiiVue...';
|
| 374 |
+
|
| 375 |
+
const {{ Niivue }} = await import('{NIIVUE_CDN_URL}');
|
| 376 |
+
const nv = new Niivue({{
|
| 377 |
+
logging: false,
|
| 378 |
+
show3Dcrosshair: true,
|
| 379 |
+
backColor: [0, 0, 0, 1]
|
| 380 |
+
}});
|
| 381 |
+
|
| 382 |
+
await nv.attachToCanvas(canvas);
|
| 383 |
+
if (status) status.style.display = 'none';
|
| 384 |
+
|
| 385 |
+
const volumes = [{{ url: volumeUrl, name: 'input.nii.gz' }}];
|
| 386 |
+
if (maskUrl) {{
|
| 387 |
+
volumes.push({{ url: maskUrl, colorMap: 'red', opacity: 0.5 }});
|
| 388 |
+
}}
|
| 389 |
+
|
| 390 |
+
await nv.loadVolumes(volumes);
|
| 391 |
+
nv.setSliceType(nv.sliceTypeMultiplanar);
|
| 392 |
+
nv.drawScene();
|
| 393 |
+
|
| 394 |
+
console.log('NiiVue initialized via .then()');
|
| 395 |
+
}} catch (error) {{
|
| 396 |
+
console.error('NiiVue init error:', error);
|
| 397 |
+
if (container) {{
|
| 398 |
+
const errorDiv = document.createElement('div');
|
| 399 |
+
errorDiv.style.cssText = 'color:#f66;padding:20px;text-align:center;';
|
| 400 |
+
errorDiv.textContent = 'Error: ' + error.message;
|
| 401 |
+
container.innerHTML = '';
|
| 402 |
+
container.appendChild(errorDiv);
|
| 403 |
+
}}
|
| 404 |
+
}}
|
| 405 |
+
}})();
|
| 406 |
+
"""
|
| 407 |
+
```
|
| 408 |
+
|
| 409 |
+
#### Step 2: Wire up the event handler in app.py
|
| 410 |
+
|
| 411 |
+
```python
|
| 412 |
+
# app.py
|
| 413 |
+
from stroke_deepisles_demo.ui.viewer import NIIVUE_UPDATE_JS
|
| 414 |
+
|
| 415 |
+
run_btn.click(
|
| 416 |
+
fn=run_segmentation,
|
| 417 |
+
inputs=[case_selector, settings["fast_mode"], settings["show_ground_truth"]],
|
| 418 |
+
outputs=[results["niivue_viewer"], results["slice_plot"], results["metrics"],
|
| 419 |
+
results["download"], status],
|
| 420 |
+
).then(
|
| 421 |
+
fn=None, # MUST be explicit per GitHub Issue #6729!
|
| 422 |
+
js=NIIVUE_UPDATE_JS,
|
| 423 |
+
)
|
| 424 |
+
```
|
| 425 |
+
|
| 426 |
+
**Why this works:**
|
| 427 |
+
1. Python `run_segmentation()` updates gr.HTML value with new data-* attributes
|
| 428 |
+
2. `.then()` chains after the click handler completes
|
| 429 |
+
3. `fn=None` tells Gradio to skip Python, run JS only
|
| 430 |
+
4. `js=NIIVUE_UPDATE_JS` runs our initialization code
|
| 431 |
+
5. JS uses `document.querySelector()` to find the updated DOM
|
| 432 |
+
|
| 433 |
+
### β οΈ CRITICAL: Different JS Context (VERIFIED)
|
| 434 |
+
|
| 435 |
+
The `js` parameter on event handlers has a **completely different context** than `js_on_load`:
|
| 436 |
+
|
| 437 |
+
| Context | `js_on_load` | `js` on event handler |
|
| 438 |
+
|---------|--------------|----------------------|
|
| 439 |
+
| `element` | β
Available | β **NOT available** |
|
| 440 |
+
| `props` | β
Available | β **NOT available** |
|
| 441 |
+
| `trigger()` | β
Available | β **NOT available** |
|
| 442 |
+
| Arguments | None | Receives input/output **values** |
|
| 443 |
+
|
| 444 |
+
From [Gradio Custom CSS and JS](https://www.gradio.app/guides/custom-CSS-and-JS):
|
| 445 |
+
|
| 446 |
+
> "Input arguments for js method are **values of 'inputs' and 'outputs'**"
|
| 447 |
+
|
| 448 |
+
Example from Gradio docs:
|
| 449 |
+
```python
|
| 450 |
+
reverse_btn.click(
|
| 451 |
+
None, [subject, verb, object], output2,
|
| 452 |
+
js="(s, v, o) => o + ' ' + v + ' ' + s" # Receives VALUES, not DOM elements
|
| 453 |
+
)
|
| 454 |
+
```
|
| 455 |
+
|
| 456 |
+
**This is why we need TWO separate JavaScript constants:**
|
| 457 |
+
- `NIIVUE_ON_LOAD_JS` - Uses `element.querySelector()` (for initial mount)
|
| 458 |
+
- `NIIVUE_UPDATE_JS` - Uses `document.querySelector()` (for .then() handler)
|
| 459 |
+
|
| 460 |
+
### Risk Assessment: Is This Fixable?
|
| 461 |
+
|
| 462 |
+
| Approach | Feasibility | Risk Level | Notes |
|
| 463 |
+
|----------|-------------|------------|-------|
|
| 464 |
+
| `.then(fn=None, js=...)` | β
High | Low | Native Gradio, documented |
|
| 465 |
+
| MutationObserver | β
High | Medium | Complex, DOM stability warning |
|
| 466 |
+
| gradio-iframe | β οΈ Medium | High | Abandoned, Gradio 6 compat unknown |
|
| 467 |
+
| data: URL iframe | β οΈ Medium | Medium | CSP issues possible |
|
| 468 |
+
| Custom component | β
High | Low | Most work, most robust |
|
| 469 |
+
|
| 470 |
+
**Verdict: YES, this is fixable.** Solution 1 should work based on verified documentation.
|
| 471 |
+
|
| 472 |
+
---
|
| 473 |
+
|
| 474 |
+
## References
|
| 475 |
+
|
| 476 |
+
- [Gradio Custom HTML Components](https://www.gradio.app/guides/custom_HTML_components) - js_on_load limitation
|
| 477 |
+
- [Gradio Custom CSS and JS](https://www.gradio.app/guides/custom-CSS-and-JS) - js parameter docs
|
| 478 |
+
- [Gradio Event Listeners](https://www.gradio.app/docs/gradio/blocks#events) - .then() method
|
| 479 |
+
- [GitHub Issue #6729](https://github.com/gradio-app/gradio/issues/6729) - fn=None requirement
|
| 480 |
+
- [gradio-iframe PyPI](https://pypi.org/project/gradio-iframe/) - Alternative approach
|
| 481 |
+
- [ipyniivue GitHub](https://github.com/niivue/ipyniivue) - Jupyter widget (not Gradio)
|
| 482 |
+
- [MDN MutationObserver](https://developer.mozilla.org/en-US/docs/Web/API/MutationObserver) - DOM watching
|
| 483 |
+
- [Bug #10 Spec](./10-bug-niivue-viewer-black-screen.md) - Previous fix attempt
|
| 484 |
+
- [Issue #19](https://github.com/The-Obstacle-Is-The-Way/stroke-deepisles-demo/issues/19) - Base64 optimization (related)
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File without changes
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File without changes
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File without changes
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File without changes
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File without changes
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File without changes
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File without changes
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File without changes
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File without changes
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@@ -17,6 +17,7 @@ from stroke_deepisles_demo.ui.components import (
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| 17 |
create_settings_accordion,
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)
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from stroke_deepisles_demo.ui.viewer import (
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create_niivue_html,
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nifti_to_data_url,
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render_slice_comparison,
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@@ -199,6 +200,9 @@ def create_app() -> gr.Blocks:
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results["download"],
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status,
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],
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)
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# Trigger data loading after UI renders (prevents startup timeout)
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create_settings_accordion,
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)
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from stroke_deepisles_demo.ui.viewer import (
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+
NIIVUE_UPDATE_JS,
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create_niivue_html,
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nifti_to_data_url,
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render_slice_comparison,
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results["download"],
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status,
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],
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+
).then(
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+
fn=None, # Explicitly None to run JS only
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+
js=NIIVUE_UPDATE_JS,
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)
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# Trigger data loading after UI renders (prevents startup timeout)
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@@ -6,7 +6,7 @@ import gradio as gr
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from stroke_deepisles_demo.core.config import get_settings
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from stroke_deepisles_demo.core.logging import get_logger
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-
from stroke_deepisles_demo.ui.viewer import
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logger = get_logger(__name__)
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@@ -45,7 +45,7 @@ def create_results_display() -> dict[str, gr.components.Component]:
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# The HTML value contains data-* attributes with volume URLs.
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niivue_viewer = gr.HTML(
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label="Interactive 3D Viewer",
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-
js_on_load=
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)
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# Slice comparisons (Matplotlib)
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| 7 |
from stroke_deepisles_demo.core.config import get_settings
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| 8 |
from stroke_deepisles_demo.core.logging import get_logger
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+
from stroke_deepisles_demo.ui.viewer import NIIVUE_ON_LOAD_JS
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| 10 |
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| 11 |
logger = get_logger(__name__)
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# The HTML value contains data-* attributes with volume URLs.
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niivue_viewer = gr.HTML(
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label="Interactive 3D Viewer",
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+
js_on_load=NIIVUE_ON_LOAD_JS,
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| 49 |
)
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| 50 |
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| 51 |
# Slice comparisons (Matplotlib)
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@@ -326,9 +326,9 @@ def create_niivue_html(
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| 326 |
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| 327 |
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| 328 |
# JavaScript code for js_on_load parameter
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| 329 |
-
# This runs when the gr.HTML component loads
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| 330 |
# Variables available: element, props, trigger
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| 331 |
-
|
| 332 |
(async () => {{
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| 333 |
const container = element.querySelector('.niivue-viewer') || element;
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| 334 |
const canvas = element.querySelector('canvas');
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@@ -410,3 +410,94 @@ NIIVUE_JS_ON_LOAD = f"""
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| 410 |
}}
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| 411 |
}})();
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| 412 |
"""
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|
| 326 |
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| 327 |
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| 328 |
# JavaScript code for js_on_load parameter
|
| 329 |
+
# This runs when the gr.HTML component FIRST loads (mounts)
|
| 330 |
# Variables available: element, props, trigger
|
| 331 |
+
NIIVUE_ON_LOAD_JS = f"""
|
| 332 |
(async () => {{
|
| 333 |
const container = element.querySelector('.niivue-viewer') || element;
|
| 334 |
const canvas = element.querySelector('canvas');
|
|
|
|
| 410 |
}}
|
| 411 |
}})();
|
| 412 |
"""
|
| 413 |
+
|
| 414 |
+
# JavaScript code for event handlers (e.g. .then(js=...))
|
| 415 |
+
# This runs after Python updates the HTML value.
|
| 416 |
+
# β οΈ CRITICAL: 'element' is NOT available here! Must use document.querySelector
|
| 417 |
+
NIIVUE_UPDATE_JS = f"""
|
| 418 |
+
(async () => {{
|
| 419 |
+
// We must find the container globally since 'element' is not available in event handlers
|
| 420 |
+
const container = document.querySelector('.niivue-viewer');
|
| 421 |
+
|
| 422 |
+
if (!container) {{
|
| 423 |
+
console.error('NiiVue container not found');
|
| 424 |
+
return;
|
| 425 |
+
}}
|
| 426 |
+
|
| 427 |
+
const canvas = container.querySelector('canvas');
|
| 428 |
+
const status = container.querySelector('.niivue-status');
|
| 429 |
+
|
| 430 |
+
// Get URLs from data attributes
|
| 431 |
+
const volumeUrl = container.dataset.volumeUrl;
|
| 432 |
+
const maskUrl = container.dataset.maskUrl;
|
| 433 |
+
|
| 434 |
+
// Skip if no volume URL
|
| 435 |
+
if (!volumeUrl) {{
|
| 436 |
+
return;
|
| 437 |
+
}}
|
| 438 |
+
|
| 439 |
+
try {{
|
| 440 |
+
if (status) status.innerText = 'Reloading NiiVue...';
|
| 441 |
+
|
| 442 |
+
// Check WebGL2 support
|
| 443 |
+
const gl = canvas.getContext('webgl2');
|
| 444 |
+
if (!gl) {{
|
| 445 |
+
container.innerHTML = '<div style="color:#fff;padding:20px;text-align:center;">WebGL2 not supported. Please use a modern browser.</div>';
|
| 446 |
+
return;
|
| 447 |
+
}}
|
| 448 |
+
|
| 449 |
+
// Dynamically import NiiVue from CDN
|
| 450 |
+
const {{ Niivue }} = await import('{NIIVUE_CDN_URL}');
|
| 451 |
+
|
| 452 |
+
// Initialize NiiVue
|
| 453 |
+
const nv = new Niivue({{
|
| 454 |
+
logging: false,
|
| 455 |
+
show3Dcrosshair: true,
|
| 456 |
+
textHeight: 0.04,
|
| 457 |
+
backColor: [0, 0, 0, 1],
|
| 458 |
+
crosshairColor: [0.2, 0.8, 0.2, 1]
|
| 459 |
+
}});
|
| 460 |
+
|
| 461 |
+
// Attach to canvas
|
| 462 |
+
await nv.attachToCanvas(canvas);
|
| 463 |
+
|
| 464 |
+
// Hide status message
|
| 465 |
+
if (status) status.style.display = 'none';
|
| 466 |
+
|
| 467 |
+
// Prepare volumes
|
| 468 |
+
const volumes = [{{ url: volumeUrl, name: 'input.nii.gz' }}];
|
| 469 |
+
|
| 470 |
+
if (maskUrl) {{
|
| 471 |
+
volumes.push({{
|
| 472 |
+
url: maskUrl,
|
| 473 |
+
colorMap: 'red',
|
| 474 |
+
opacity: 0.5
|
| 475 |
+
}});
|
| 476 |
+
}}
|
| 477 |
+
|
| 478 |
+
// Load volumes
|
| 479 |
+
await nv.loadVolumes(volumes);
|
| 480 |
+
|
| 481 |
+
// Configure view: multiplanar + 3D
|
| 482 |
+
nv.setSliceType(nv.sliceTypeMultiplanar);
|
| 483 |
+
if (typeof nv.setMultiplanarLayout === 'function') {{
|
| 484 |
+
nv.setMultiplanarLayout(2);
|
| 485 |
+
}}
|
| 486 |
+
nv.opts.show3Dcrosshair = true;
|
| 487 |
+
nv.setRenderAzimuthElevation(120, 10);
|
| 488 |
+
nv.drawScene();
|
| 489 |
+
|
| 490 |
+
console.log('NiiVue viewer re-initialized successfully via event handler');
|
| 491 |
+
|
| 492 |
+
}} catch (error) {{
|
| 493 |
+
console.error('NiiVue re-initialization error:', error);
|
| 494 |
+
const errorDiv = document.createElement('div');
|
| 495 |
+
errorDiv.style.cssText = 'color:#f66;padding:20px;text-align:center;';
|
| 496 |
+
errorDiv.textContent = 'Error reloading viewer: ' + error.message;
|
| 497 |
+
if (container) {{
|
| 498 |
+
container.innerHTML = '';
|
| 499 |
+
container.appendChild(errorDiv);
|
| 500 |
+
}}
|
| 501 |
+
}}
|
| 502 |
+
}})();
|
| 503 |
+
"""
|