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SlidingWindowAssigner

Struct SlidingWindowAssigner 

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pub struct SlidingWindowAssigner { /* private fields */ }
Expand description

Sliding window assigner.

Assigns each event to multiple overlapping windows based on its timestamp. Windows are aligned to epoch (timestamp 0).

§Parameters

  • size_ms: The duration of each window in milliseconds
  • slide_ms: The advance interval between windows in milliseconds

§Window Assignment

An event at timestamp t belongs to all windows [start, start + size) where start <= t < start + size and start is a multiple of slide.

The number of windows per event is ceil(size / slide).

§Example

use laminar_core::operator::sliding_window::SlidingWindowAssigner;
use std::time::Duration;

// 1-minute window with 20-second slide
let assigner = SlidingWindowAssigner::new(
    Duration::from_secs(60),
    Duration::from_secs(20),
);

// Event at t=50 belongs to windows: [0,60), [20,80), [40,100)

Implementations§

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impl SlidingWindowAssigner

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pub fn new(size: Duration, slide: Duration) -> Self

Creates a new sliding window assigner.

§Arguments
  • size - The duration of each window
  • slide - The advance interval between windows
§Panics

Panics if:

  • Size is zero or negative
  • Slide is zero or negative
  • Slide is greater than size (use tumbling windows instead)
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pub fn from_millis(size_ms: i64, slide_ms: i64) -> Self

Creates a new sliding window assigner with sizes in milliseconds.

§Panics

Panics if size or slide is zero/negative, or if slide > size.

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pub fn size_ms(&self) -> i64

Returns the window size in milliseconds.

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pub fn slide_ms(&self) -> i64

Returns the slide interval in milliseconds.

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pub fn windows_per_event(&self) -> usize

Returns the number of windows each event belongs to.

Trait Implementations§

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impl Clone for SlidingWindowAssigner

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fn clone(&self) -> SlidingWindowAssigner

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SlidingWindowAssigner

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl WindowAssigner for SlidingWindowAssigner

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fn assign_windows(&self, timestamp: i64) -> WindowIdVec

Assigns a timestamp to all overlapping windows.

Returns windows in order from earliest to latest start time.

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fn max_timestamp(&self, window_end: i64) -> i64

Returns the maximum timestamp that could still be assigned to a window ending at window_end.

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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