Files
Mainline/docs/PIPELINE.md
David Gwilliam 7eaa441574 feat: Add fast startup fetch and background caching
- Add  for quick startup using first N feeds
- Add background thread for full fetch and caching
- Update  to use fast fetch
- Update docs and skills
2026-03-19 22:38:55 -07:00

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# Mainline Pipeline
## Architecture Overview
The Mainline pipeline uses a **Stage-based architecture** with **capability-based dependency resolution**. Stages declare capabilities (what they provide) and dependencies (what they need), and the Pipeline resolves dependencies using prefix matching.
```
Source Stage → Render Stage → Effect Stages → Display Stage
Camera Stage (provides camera.state capability)
```
### Capability-Based Dependency Resolution
Stages declare capabilities and dependencies:
- **Capabilities**: What the stage provides (e.g., `source`, `render.output`, `display.output`, `camera.state`)
- **Dependencies**: What the stage needs (e.g., `source`, `render.output`, `camera.state`)
The Pipeline resolves dependencies using **prefix matching**:
- `"source"` matches `"source.headlines"`, `"source.poetry"`, etc.
- `"camera.state"` matches the camera state capability provided by `CameraClockStage`
- This allows flexible composition without hardcoding specific stage names
### Minimum Capabilities
The pipeline requires these minimum capabilities to function:
- `"source"` - Data source capability (provides raw items)
- `"render.output"` - Rendered content capability
- `"display.output"` - Display output capability
- `"camera.state"` - Camera state for viewport filtering
These are automatically injected if missing by the `ensure_minimum_capabilities()` method.
### Stage Registry
The `StageRegistry` discovers and registers stages automatically:
- Scans `engine/stages/` for stage implementations
- Registers stages by their declared capabilities
- Enables runtime stage discovery and composition
## Stage-Based Pipeline Flow
```mermaid
flowchart TD
subgraph Stages["Stage Pipeline"]
subgraph SourceStage["Source Stage (provides: source.*)"]
Headlines[HeadlinesSource]
Poetry[PoetrySource]
Pipeline[PipelineSource]
end
subgraph RenderStage["Render Stage (provides: render.*)"]
Render[RenderStage]
Canvas[Canvas]
Camera[Camera]
end
subgraph EffectStages["Effect Stages (provides: effect.*)"]
Noise[NoiseEffect]
Fade[FadeEffect]
Glitch[GlitchEffect]
Firehose[FirehoseEffect]
Hud[HudEffect]
end
subgraph DisplayStage["Display Stage (provides: display.*)"]
Terminal[TerminalDisplay]
Pygame[PygameDisplay]
WebSocket[WebSocketDisplay]
Null[NullDisplay]
end
end
subgraph Capabilities["Capability Map"]
SourceCaps["source.headlines<br/>source.poetry<br/>source.pipeline"]
RenderCaps["render.output<br/>render.canvas"]
EffectCaps["effect.noise<br/>effect.fade<br/>effect.glitch"]
DisplayCaps["display.output<br/>display.terminal"]
end
SourceStage --> RenderStage
RenderStage --> EffectStages
EffectStages --> DisplayStage
SourceStage --> SourceCaps
RenderStage --> RenderCaps
EffectStages --> EffectCaps
DisplayStage --> DisplayCaps
style SourceStage fill:#f9f,stroke:#333
style RenderStage fill:#bbf,stroke:#333
style EffectStages fill:#fbf,stroke:#333
style DisplayStage fill:#bfb,stroke:#333
```
## Stage Adapters
Existing components are wrapped as Stages via adapters:
### Source Stage Adapter
- Wraps `HeadlinesDataSource`, `PoetryDataSource`, etc.
- Provides `source.*` capabilities
- Fetches data and outputs to pipeline buffer
### Render Stage Adapter
- Wraps `StreamController`, `Camera`, `render_ticker_zone`
- Provides `render.output` capability
- Processes content and renders to canvas
### Effect Stage Adapter
- Wraps `EffectChain` and individual effect plugins
- Provides `effect.*` capabilities
- Applies visual effects to rendered content
### Display Stage Adapter
- Wraps `TerminalDisplay`, `PygameDisplay`, etc.
- Provides `display.*` capabilities
- Outputs final buffer to display backend
## Pipeline Mutation API
The Pipeline supports dynamic mutation during runtime:
### Core Methods
- `add_stage(name, stage, initialize=True)` - Add a stage
- `remove_stage(name, cleanup=True)` - Remove a stage and rebuild execution order
- `replace_stage(name, new_stage, preserve_state=True)` - Replace a stage
- `swap_stages(name1, name2)` - Swap two stages
- `move_stage(name, after=None, before=None)` - Move a stage in execution order
- `enable_stage(name)` / `disable_stage(name)` - Enable/disable stages
### Safety Checks
- `can_hot_swap(name)` - Check if a stage can be safely hot-swapped
- `cleanup_stage(name)` - Clean up specific stage without removing it
### WebSocket Commands
The mutation API is accessible via WebSocket for remote control:
```json
{"action": "remove_stage", "stage": "stage_name"}
{"action": "swap_stages", "stage1": "name1", "stage2": "name2"}
{"action": "enable_stage", "stage": "stage_name"}
{"action": "cleanup_stage", "stage": "stage_name"}
```
## Camera Modes
The Camera supports the following modes:
- **FEED**: Single item view (static or rapid cycling)
- **SCROLL**: Smooth vertical scrolling (movie credits style)
- **HORIZONTAL**: Left/right movement
- **OMNI**: Combination of vertical and horizontal
- **FLOATING**: Sinusoidal/bobbing motion
- **BOUNCE**: DVD-style bouncing off edges
- **RADIAL**: Polar coordinate scanning (radar sweep)
Note: Camera state is provided by `CameraClockStage` (capability: `camera.state`) which updates independently of data flow. The `CameraStage` applies viewport transformations (capability: `camera`).
## Animation & Presets
```mermaid
flowchart LR
subgraph Preset["Preset"]
PP[PipelineParams]
AC[AnimationController]
end
subgraph AnimationController["AnimationController"]
Clock[Clock]
Events[Events]
Triggers[Triggers]
end
subgraph Triggers["Trigger Types"]
TIME[TIME]
FRAME[FRAME]
CYCLE[CYCLE]
COND[CONDITION]
MANUAL[MANUAL]
end
PP --> AC
Clock --> AC
Events --> AC
Triggers --> Events
```
## Camera Modes State Diagram
```mermaid
stateDiagram-v2
[*] --> Vertical
Vertical --> Horizontal: mode change
Horizontal --> Omni: mode change
Omni --> Floating: mode change
Floating --> Trace: mode change
Trace --> Vertical: mode change
state Vertical {
[*] --> ScrollUp
ScrollUp --> ScrollUp: +y each frame
}
state Horizontal {
[*] --> ScrollLeft
ScrollLeft --> ScrollLeft: +x each frame
}
state Omni {
[*] --> Diagonal
Diagonal --> Diagonal: +x, +y each frame
}
state Floating {
[*] --> Bobbing
Bobbing --> Bobbing: sin(time) for x,y
}
state Trace {
[*] --> FollowPath
FollowPath --> FollowPath: node by node
}
```