streamlit / debugging-streamlit
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Debug Streamlit frontend and backend changes using make debug with hot-reload. Use when testing code changes, investigating bugs, checking UI behavior, or needing screenshots of the running app.
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Skill Content
---
name: debugging-streamlit
description: Debug Streamlit frontend and backend changes using make debug with hot-reload. Use when testing code changes, investigating bugs, checking UI behavior, or needing screenshots of the running app.
---
# Debugging Streamlit Apps
## Quick Start
```bash
make debug my_app.py
```
This starts both backend (Streamlit/Python) and frontend (Vite/React) with hot-reload. The app URL is printed on startup (default `http://localhost:3001`; `3000` is reserved for manual `make frontend-dev`; it may use `3002+` if other debug sessions are running). Avoid pinning `VITE_PORT` unless you have a specific hard requirement (last resort).
**Hot-reload behavior:**
- **Frontend**: Changes to `frontend/` code are applied within seconds.
- **Backend**: Only changes to the **app script** trigger a rerun. Changes to the Streamlit library itself (`lib/streamlit/`) require restarting `make debug`.
## Log Files
Each `make debug` run writes logs to a per-session directory under `work-tmp/debug/` and updates `work-tmp/debug/latest/` to point at the most recent session.
Because `latest/*` is a symlink, **it can move** if multiple debug sessions are starting/stopping concurrently—prefer using the session directory path printed by `make debug` when you need stable log references.
You can find the exact session directory in the `make debug` startup output under the `Log files` section.
| File | Content |
|------|---------|
| `work-tmp/debug/latest/backend.log` | Python `print()` statements, Streamlit logs, errors |
| `work-tmp/debug/latest/frontend.log` | Browser `console.log()`, React errors, Vite output |
Logs are cleared at the start of each session and persist after exit for post-mortem analysis.
**Log size warning:** Logs can grow large during extended debugging sessions. Instead of reading entire log files, use `rg` to search for specific patterns:
```bash
# Search for specific debug messages
rg "DEBUG:" work-tmp/debug/latest/backend.log
# Search for errors (case-insensitive)
rg -i "error|exception|traceback" work-tmp/debug/latest/backend.log
# Search with context (3 lines before/after)
rg -C 3 "my_function" work-tmp/debug/latest/backend.log
# Search frontend logs for specific component
rg "MyComponent" work-tmp/debug/latest/frontend.log
```
Use this directory for all debugging artifacts (scripts, screenshots, etc.) to keep them organized.
## Adding Debug Output
**Backend (Python):**
```python
print(f"DEBUG: session_state = {st.session_state}")
```
**Frontend (TypeScript/React):**
```typescript
console.log("DEBUG: props =", props)
```
Frontend `console.log()` output appears in `work-tmp/debug/latest/frontend.log` (or the current session's `frontend.log` file).
## Workflow
1. Create or use a test script in `work-tmp/debug/` (e.g., `work-tmp/debug/test_feature.py`)
2. Run `make debug work-tmp/debug/test_feature.py`
3. **Verify startup**: Check `work-tmp/debug/latest/backend.log` for `Error`/`Exception` and `work-tmp/debug/latest/frontend.log` for console errors to ensure both servers started correctly
4. Access the printed App URL in your browser (default `http://localhost:3001`, but it may be `3002+`)
5. **Verify script execution**: Check `work-tmp/debug/latest/backend.log` again for any errors after the first app access
6. Monitor logs by inspecting `work-tmp/debug/latest/backend.log` and `work-tmp/debug/latest/frontend.log`
7. Edit code - changes apply automatically via hot-reload
8. Check logs for debug output
**Quick error check:**
```bash
# Backend errors
rg -i "error|exception" work-tmp/debug/latest/backend.log
# Frontend console errors
rg -i "error" work-tmp/debug/latest/frontend.log
```
## Temporary Playwright Scripts for Screenshots & Testing
For advanced debugging with screenshots or automated UI interaction.
### Quick: Playwright CLI
For simple screenshots and interactions, use `@playwright/cli` (available in frontend devDependencies):
```bash
cd frontend
STREAMLIT_APP_URL=http://localhost:3001
yarn playwright-cli open "$STREAMLIT_APP_URL"
yarn playwright-cli screenshot --filename ../work-tmp/debug/screenshot.png --full-page
yarn playwright-cli close
```
See https://github.com/microsoft/playwright-cli for more commands (`snapshot`, `click`, `fill`, etc.).
### Custom Scripts
For complex interactions, create temporary Playwright scripts in `work-tmp/debug/`:
```python
# work-tmp/debug/debug_screenshot.py
"""Temporary Playwright script for debugging - run against make debug."""
import os
from playwright.sync_api import sync_playwright, expect
from e2e_playwright.shared.app_utils import get_text_input, click_button
from e2e_playwright.conftest import wait_for_app_loaded, wait_for_app_run
def main():
app_url = os.environ.get("STREAMLIT_APP_URL", "http://localhost:3001")
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page(viewport={"width": 1280, "height": 720})
# Connect to app started with `make debug`
page.goto(app_url)
wait_for_app_loaded(page)
# Interact with the app
text_input = get_text_input(page, "Name")
text_input.fill("Test User")
click_button(page, "Submit")
wait_for_app_run(page)
# Verify and screenshot
expect(page.get_by_text("Hello, Test User")).to_be_visible()
page.screenshot(path="work-tmp/debug/debug_screenshot.png", full_page=True)
print("Screenshot saved to work-tmp/debug/debug_screenshot.png")
browser.close()
if __name__ == "__main__":
main()
```
### Running Temporary Scripts
Ensure `make debug <app.py>` is running first (start it in a background task if needed). If your `make debug` session is using a non-default port, set `STREAMLIT_APP_URL` accordingly, then run the Playwright script:
```bash
STREAMLIT_APP_URL=http://localhost:3001 \
PYTHONPATH=. uv run python work-tmp/debug/debug_screenshot.py
```
This uses the uv-managed environment with all dependencies (playwright, etc.) and makes `e2e_playwright` importable without path manipulation.
### Available Utilities from e2e_playwright
**Element Locators & Interactions** (`e2e_playwright.shared.app_utils`):
Provides helpers like `get_text_input()`, `get_button()`, `click_button()`, `get_checkbox()`, etc.
**Synchronization** (`e2e_playwright.conftest`):
- `wait_for_app_loaded(page)` - wait for initial load
- `wait_for_app_run(page)` - wait for script execution after interaction
- `wait_until(page, fn, timeout)` - poll until condition is true
**Playwright API Reference**: https://playwright.dev/python/docs/api/class-playwright
### Screenshot Best Practices
```python
# Full page screenshot
page.screenshot(path="work-tmp/debug/full.png", full_page=True)
# Element screenshot
element = page.get_by_test_id("stDataFrame")
element.screenshot(path="work-tmp/debug/dataframe.png")
```
## Troubleshooting
**Port already in use / multiple sessions:**
- `make debug` will automatically pick a free frontend port (typically in the `3001-3100` range) so multiple debug sessions can run simultaneously.
- Frontend port `3000` is reserved for manual `make frontend-dev` sessions.
- If you have a hard requirement for a specific frontend port, you can pin it with `VITE_PORT=3002 make debug <app.py>` (last resort).
**Hot-reload not working:**
- Backend: Only the app script is watched. Changes to `lib/streamlit/` require restarting `make debug`.
- Frontend: Check `work-tmp/debug/latest/frontend.log` for Vite errors. TypeScript errors can break HMR.
**Playwright script fails to connect:**
- Verify `make debug` is running and healthy
- Check the printed App URL is accessible in the browser
- Ensure `wait_for_app_loaded(page)` is called after `page.goto()`
## Cleanup
After debugging is complete, remove temporary scripts and screenshots from `work-tmp/debug/`.
## Related Skills
- [understanding-streamlit-architecture skill](../understanding-streamlit-architecture/SKILL.md): For deeper understanding of backend/frontend internals when debugging cross-layer issues