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feat: copy legacy OpenAdapt recording system into openadapt-capture (#9)
* fix: match legacy OpenAdapt recording architecture - Action-gated video capture: only encode frames when actions occur (~1-5 fps) instead of every screenshot (24fps). This is the core reason legacy OpenAdapt was smooth — not just separate processes. Matches legacy RECORD_FULL_VIDEO=False default behavior. - Video encoding in separate multiprocessing.Process (avoids GIL) - Screenshots via mss (2-4x faster than PIL.ImageGrab on Windows) - SIGINT ignored in worker process (main handles Ctrl+C) - Non-daemon process ensures video finalization on shutdown - First frame forced as key frame for seekability - Fix wormhole FileNotFoundError on Windows (searches Scripts/ dir) Legacy patterns matched: - prev_screen_event buffering → _prev_screen_frame - prev_saved_screen_timestamp dedup → _prev_saved_screen_timestamp - RECORD_FULL_VIDEO option → record_full_video parameter - SIG_IGN in worker processes - mss with CAPTUREBLT=0 on Windows Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * feat: copy legacy OpenAdapt recording system into openadapt-capture Replace vibe-coded recording internals with proven legacy OpenAdapt code, adapted only for per-capture databases and import paths. New modules (copied from legacy): - db/models.py: SQLAlchemy models (Recording, ActionEvent, Screenshot, WindowEvent, PerformanceStat, MemoryStat) - db/crud.py: batch insert functions, post_process_events - extensions/synchronized_queue.py: multiprocessing queue wrapper - utils.py: timestamps, screenshots, monitor dims - window/: platform-specific active window capture - plotting.py: performance stat visualization Updated modules: - recorder.py: full legacy record() with multi-process writers, action-gated video, stop sequences, SIGINT handling - capture.py: reads from SQLAlchemy DB, fixes session leak, mouse_pressed=None handling, disabled event filtering, adds dx/dy/button properties to Action - config.py: all legacy recording config values - video.py: legacy functional API wrappers - cli.py: wired to new recorder - pyproject.toml: added sqlalchemy, loguru, psutil, tqdm deps Bug fixes: - Reset stop_sequence_detected on re-entry (Recorder reuse) - Close session on error in CaptureSession.load() - Skip click events with mouse_pressed=None - Filter disabled events in raw_events() Tests: 118 passed + 6 performance tests (Windows-only) Docs: updated README.md and CLAUDE.md to match new architecture Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: make pynput import conditional for headless CI - Wrap Recorder import in try/except in __init__.py and test files - Skip Recorder tests when pynput unavailable (no display server) - Fix all ruff I001 import sorting violations - Remove unused imports and variables Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(ci): exclude browser bridge tests and add timeout Browser bridge tests hang indefinitely on headless CI due to async websocket fixtures. Add pytest-timeout and a 10-minute job timeout. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
1 parent de00dab commit d359011

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.github/workflows/test.yml

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run: uv sync --extra dev
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- name: Run tests
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run: uv run pytest tests/ -v
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run: uv run pytest tests/ -v --ignore=tests/test_browser_bridge.py --timeout=120
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timeout-minutes: 10
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lint:
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runs-on: ubuntu-latest

CLAUDE.md

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# Install with audio support (large download)
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uv add "openadapt-capture[audio]"
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# Run tests
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uv run pytest tests/ -v
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# Run tests (exclude browser bridge tests which need websockets fixtures)
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uv run pytest tests/ -v --ignore=tests/test_browser_bridge.py
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# Run slow integration tests (requires accessibility permissions)
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uv run pytest tests/ -v -m slow
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# Record a GUI capture
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uv run python -c "
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```
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openadapt_capture/
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recorder.py # Recorder context manager for GUI event capture
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capture.py # Capture class for loading and iterating events/actions
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platform/ # Platform-specific implementations (Windows, macOS, Linux)
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storage/ # Data persistence (SQLite + media files)
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media/ # Audio/video capture and synchronization
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visualization/ # Demo GIF and HTML viewer generation
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recorder.py # Multi-process recorder (legacy OpenAdapt record.py architecture)
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capture.py # CaptureSession class for loading and iterating events/actions
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events.py # Pydantic event models (MouseMoveEvent, KeyDownEvent, etc.)
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processing.py # Event merging pipeline (clicks, drags, typing)
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db/ # SQLAlchemy database layer
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__init__.py # Engine, session factory, Base
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models.py # Recording, ActionEvent, Screenshot, WindowEvent, PerformanceStat, MemoryStat
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crud.py # Insert functions, batch writing, post-processing
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window/ # Platform-specific active window capture
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extensions/ # SynchronizedQueue (multiprocessing.Queue wrapper)
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utils.py # Timestamps, screenshots, monitor dims
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config.py # Recording config (RECORD_VIDEO, RECORD_AUDIO, etc.)
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video.py # Video encoding (av/ffmpeg)
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audio.py # Audio recording + transcription
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visualize/ # Demo GIF and HTML viewer generation
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share.py # Magic Wormhole sharing
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browser_bridge.py # Browser extension integration
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cli.py # CLI commands (capture record, capture info, capture share)
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```
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## Key Components
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### Recorder
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Main interface for capturing GUI interactions:
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- `__enter__` / `__exit__` - Context manager lifecycle
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- `record_events()` - Main capture loop
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- `event_count` - Total captured events
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Multi-process recording system (copied from legacy OpenAdapt):
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- `Recorder(capture_dir, task_description)` - Context manager
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- Internally runs `record()` which spawns reader threads + writer processes
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- Action-gated video capture (only encode frames when user acts)
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- Stop via context manager exit or stop sequences (default: `llqq`)
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### Capture
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### CaptureSession / Capture
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Load and query recorded captures:
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- `Capture.load(path)` - Load from directory
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- `capture.events()` - Iterator over raw events
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- `capture.actions()` - Iterator over processed actions
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- `Capture.load(path)` - Load from capture directory (reads `recording.db`)
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- `capture.raw_events()` - List of Pydantic events from SQLAlchemy DB
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- `capture.actions()` - Iterator over processed actions (clicks, drags, typing)
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- `action.screenshot` - PIL Image at time of action (extracted from video)
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- `action.x`, `action.y`, `action.dx`, `action.dy`, `action.button`, `action.text`
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### Storage
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SQLAlchemy-based per-capture databases:
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- Each capture gets its own `recording.db` in the capture directory
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- Models: Recording, ActionEvent, Screenshot, WindowEvent, PerformanceStat, MemoryStat
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- Writer processes get their own sessions via `get_session_for_path(db_path)`
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### Event Types
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- Raw: `mouse.move`, `mouse.down`, `mouse.up`, `key.down`, `key.up`, `screen.frame`, `audio.chunk`
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- Processed: `click`, `double_click`, `drag`, `scroll`, `type`
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- Raw: `mouse.move`, `mouse.down`, `mouse.up`, `mouse.scroll`, `key.down`, `key.up`
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- Processed: `mouse.singleclick`, `mouse.doubleclick`, `mouse.drag`, `mouse.scroll`, `key.type`
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## Testing
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```bash
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uv run pytest tests/ -v
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# Fast tests (unit + integration, no recording)
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uv run pytest tests/ -v --ignore=tests/test_browser_bridge.py -m "not slow"
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# Slow tests (full recording pipeline with pynput synthetic input)
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uv run pytest tests/ -v -m slow
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# All tests
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uv run pytest tests/ -v --ignore=tests/test_browser_bridge.py
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```
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## Related Projects
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- [openadapt-ml](https://github.com/OpenAdaptAI/openadapt-ml) - Train models on captures
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- [openadapt-privacy](https://github.com/OpenAdaptAI/openadapt-privacy) - PII scrubbing
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- [openadapt-viewer](https://github.com/OpenAdaptAI/openadapt-viewer) - Visualization
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- [openadapt-retrieval](https://github.com/OpenAdaptAI/openadapt-retrieval) - Demo retrieval
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- [openadapt-evals](https://github.com/OpenAdaptAI/openadapt-evals) - Benchmark evaluation

README.md

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Capture platform-agnostic GUI interaction streams with time-aligned screenshots and audio for training ML models or replaying workflows.
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> **Status:** Pre-alpha. See [docs/DESIGN.md](docs/DESIGN.md) for architecture discussion.
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> **Status:** Pre-alpha.
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---
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with Recorder("./my_capture", task_description="Demo task") as recorder:
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# Captures mouse, keyboard, and screen until context exits
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input("Press Enter to stop recording...")
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print(f"Captured {recorder.event_count} events")
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```
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### Replay / Analysis
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### Low-Level API
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```python
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from openadapt_capture import (
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create_capture, process_events,
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MouseDownEvent, MouseButton,
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)
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# Create storage (platform and screen size auto-detected)
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capture, storage = create_capture("./my_capture")
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# Write raw events
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storage.write_event(MouseDownEvent(timestamp=1.0, x=100, y=200, button=MouseButton.LEFT))
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# Query and process
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raw_events = storage.get_events()
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actions = process_events(raw_events) # Merges clicks, drags, typed text
92+
from openadapt_capture.db import create_db, get_session_for_path
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from openadapt_capture.db import crud
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from openadapt_capture.db.models import Recording, ActionEvent
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# Create a database
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engine, Session = create_db("/path/to/recording.db")
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session = Session()
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# Insert a recording
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recording = crud.insert_recording(session, {
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"timestamp": 1700000000.0,
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"monitor_width": 1920,
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"monitor_height": 1080,
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"platform": "win32",
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"task_description": "My task",
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})
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# Insert events
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crud.insert_action_event(session, recording, 1700000001.0, {
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"name": "click",
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"mouse_x": 100.0,
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"mouse_y": 200.0,
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"mouse_button_name": "left",
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"mouse_pressed": True,
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})
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# Query events back
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from openadapt_capture.capture import CaptureSession
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capture = CaptureSession.load("/path/to/capture_dir")
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actions = list(capture.actions())
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```
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## Event Types
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**Raw events** (captured):
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- `mouse.move`, `mouse.down`, `mouse.up`, `mouse.scroll`
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- `key.down`, `key.up`
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- `screen.frame`, `audio.chunk`
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**Actions** (processed):
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- `mouse.singleclick`, `mouse.doubleclick`, `mouse.drag`
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- `key.type` (merged keystrokes text)
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- `key.type` (merged keystrokes into text)
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## Architecture
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The recorder uses a multi-process architecture copied from legacy OpenAdapt:
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- **Reader threads**: Capture mouse, keyboard, screen, and window events into a central queue
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- **Processor thread**: Routes events to type-specific write queues
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- **Writer processes**: Persist events to SQLAlchemy DB (one process per event type)
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- **Action-gated video**: Only encodes video frames when user actions occur
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```
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capture_directory/
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├── capture.db # SQLite: events, metadata
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├── video.mp4 # Screen recording
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└── audio.flac # Audio (optional)
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├── recording.db # SQLite: events, screenshots, window events, perf stats
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├── oa_recording-{ts}.mp4 # Screen recording (action-gated)
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└── audio.flac # Audio (optional)
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```
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## Performance Statistics
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## Performance Testing
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Track event write latency and analyze capture performance:
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Run a performance test with synthetic input:
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```python
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from openadapt_capture import Recorder
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with Recorder("./my_capture") as recorder:
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input("Press Enter to stop...")
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# Access performance statistics
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summary = recorder.stats.summary()
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print(f"Mean latency: {summary['mean_latency_ms']:.1f}ms")
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# Generate performance plot
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recorder.stats.plot(output_path="performance.png")
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```bash
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uv run python scripts/perf_test.py
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```
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![Performance Statistics](docs/images/performance_stats.png)
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## Frame Extraction Verification
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This records for 10 seconds using pynput Controllers, then reports:
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- Wall/CPU time and memory usage
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- Event counts and action types
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- Output file sizes
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- Memory usage plot (saved to capture directory)
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Compare extracted video frames against original images to verify lossless capture:
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Run integration tests (requires accessibility permissions):
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```python
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from openadapt_capture import compare_video_to_images, plot_comparison
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# Compare frames
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report = compare_video_to_images(
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"capture/video.mp4",
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[(timestamp, image) for timestamp, image in captured_frames],
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)
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print(f"Mean diff: {report.mean_diff_overall:.2f}")
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print(f"Lossless: {report.is_lossless}")
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# Visualize comparison
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plot_comparison(report, output_path="comparison.png")
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```bash
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uv run pytest tests/test_performance.py -v -m slow
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```
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![Frame Comparison](docs/images/frame_comparison.png)
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## Visualization
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Generate animated demos and interactive viewers from recordings:
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create_html(capture, output="viewer.html", include_audio=True)
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```
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The HTML viewer includes:
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- Timeline scrubber with event markers
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- Frame-by-frame navigation
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- Synchronized audio playback
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- Event list with details panel
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- Keyboard shortcuts (Space, arrows, Home/End)
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![Capture Viewer](docs/images/viewer_screenshot.png)
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### Generate Demo from Command Line
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```bash
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uv run python scripts/generate_readme_demo.py --duration 10
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```
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## Sharing Recordings
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Share recordings between machines using [Magic Wormhole](https://magic-wormhole.readthedocs.io/):
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```bash
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uv sync --dev
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uv run pytest
222+
uv run pytest tests/ -v --ignore=tests/test_browser_bridge.py
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224+
# Run slow integration tests (requires accessibility permissions)
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uv run pytest tests/ -v -m slow
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```
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## Related Projects

openadapt_capture/__init__.py

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compare_video_to_images,
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plot_comparison,
1818
)
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from openadapt_capture.db.models import (
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ActionEvent as DBActionEvent,
21+
)
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23+
# Database models (low-level)
24+
from openadapt_capture.db.models import (
25+
Recording,
26+
Screenshot,
27+
)
28+
from openadapt_capture.db.models import (
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WindowEvent as DBWindowEvent,
30+
)
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# Event types
2133
from openadapt_capture.events import (
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5466
remove_invalid_keyboard_events,
5567
remove_redundant_mouse_move_events,
5668
)
57-
from openadapt_capture.recorder import Recorder
69+
70+
# Recorder requires pynput which needs a display server (X11/Wayland/macOS/Windows).
71+
# Make it optional so the package is importable in headless environments (CI, servers).
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try:
73+
from openadapt_capture.recorder import Recorder
74+
except ImportError:
75+
Recorder = None # type: ignore[assignment,misc]
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# Performance statistics
6078
from openadapt_capture.stats import (
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CaptureStats,
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PerfStat,
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plot_capture_performance,
6482
)
65-
from openadapt_capture.storage import Capture as CaptureMetadata
66-
67-
# Storage (low-level)
68-
from openadapt_capture.storage import (
69-
CaptureStorage,
70-
Stream,
71-
create_capture,
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load_capture,
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)
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# Visualization
7685
from openadapt_capture.visualize import create_demo, create_html
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134143
# Screen/audio events
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"ScreenFrameEvent",
136145
"AudioChunkEvent",
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# Storage (low-level)
138-
"CaptureMetadata",
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"Stream",
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"CaptureStorage",
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"create_capture",
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"load_capture",
146+
# Database models (low-level)
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"Recording",
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"DBActionEvent",
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"Screenshot",
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"DBWindowEvent",
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# Processing
144152
"process_events",
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"remove_invalid_keyboard_events",

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