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StreamProcessor

Struct StreamProcessor 

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pub struct StreamProcessor<T, A, W, Tr>
where A: Aggregator<Input = f64, Output = f64> + Clone + Send + Sync + 'static, W: WindowAssigner + Clone + Send + Sync + 'static, Tr: WindowTrigger + Clone + Send + Sync + 'static,
{ /* private fields */ }
Expand description

Stream processor for windowed aggregations

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impl<T, A, W, Tr> StreamProcessor<T, A, W, Tr>
where A: Aggregator<Input = f64, Output = f64> + Clone + Send + Sync + 'static, W: WindowAssigner + Clone + Send + Sync + 'static, Tr: WindowTrigger + Clone + Send + Sync + 'static,

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pub fn new<F>( config: StreamProcessorConfig, assigner: W, trigger: Tr, aggregator_factory: F, ) -> Self
where F: Fn(&str) -> A + Send + Sync + 'static,

Create a new stream processor

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pub async fn process_event( &self, key: String, event_time: DateTime<Utc>, value: f64, ) -> Result<(), ProcessorError>

Process a single event

This is the main entry point for event processing. It:

  1. Assigns the event to windows
  2. Updates aggregators for each window
  3. Updates watermark
  4. Checks for windows ready to fire
  5. Emits results for completed windows
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pub fn results(&mut self) -> Option<impl Stream<Item = WindowResult>>

Get a stream of window results

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pub async fn stats(&self) -> ProcessorStats

Get current statistics

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pub async fn cleanup(&self) -> Result<usize, ProcessorError>

Trigger cleanup of old windows

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pub async fn reset(&self)

Reset the processor (for testing)

Auto Trait Implementations§

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impl<T, A, W, Tr> !RefUnwindSafe for StreamProcessor<T, A, W, Tr>

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impl<T, A, W, Tr> !UnwindSafe for StreamProcessor<T, A, W, Tr>

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impl<T, A, W, Tr> Freeze for StreamProcessor<T, A, W, Tr>
where Arc<RwLock<WindowManager<W, Tr>>>: Freeze, Arc<DashMap<String, KeyState<A>>>: Freeze, Arc<dyn Fn(&str) -> A + Send + Sync>: Freeze, PhantomData<T>: Freeze,

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impl<T, A, W, Tr> Send for StreamProcessor<T, A, W, Tr>
where Arc<RwLock<WindowManager<W, Tr>>>: Send, Arc<DashMap<String, KeyState<A>>>: Send, Arc<dyn Fn(&str) -> A + Send + Sync>: Send, PhantomData<T>: Send,

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impl<T, A, W, Tr> Sync for StreamProcessor<T, A, W, Tr>
where Arc<RwLock<WindowManager<W, Tr>>>: Sync, Arc<DashMap<String, KeyState<A>>>: Sync, Arc<dyn Fn(&str) -> A + Send + Sync>: Sync, PhantomData<T>: Sync,

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impl<T, A, W, Tr> Unpin for StreamProcessor<T, A, W, Tr>
where Arc<RwLock<WindowManager<W, Tr>>>: Unpin, Arc<DashMap<String, KeyState<A>>>: Unpin, Arc<dyn Fn(&str) -> A + Send + Sync>: Unpin, PhantomData<T>: Unpin,

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impl<T, A, W, Tr> UnsafeUnpin for StreamProcessor<T, A, W, Tr>

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