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102 lines
2.8 KiB
YAML
102 lines
2.8 KiB
YAML
sensor:
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# Source sensor for testing filters
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- platform: template
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name: "Source Sensor"
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id: source_sensor
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lambda: return 42.0;
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update_interval: 1s
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# Streaming filters (window_size == send_every) - uses StreamingFilter base class
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- platform: copy
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source_id: source_sensor
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name: "Streaming Min Filter"
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filters:
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- min:
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window_size: 10
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send_every: 10 # Batch window → StreamingMinFilter
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- platform: copy
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source_id: source_sensor
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name: "Streaming Max Filter"
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filters:
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- max:
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window_size: 10
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send_every: 10 # Batch window → StreamingMaxFilter
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- platform: copy
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source_id: source_sensor
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name: "Streaming Moving Average Filter"
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filters:
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- sliding_window_moving_average:
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window_size: 10
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send_every: 10 # Batch window → StreamingMovingAverageFilter
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# Sliding window filters (window_size != send_every) - uses SlidingWindowFilter base class with ring buffer
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- platform: copy
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source_id: source_sensor
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name: "Sliding Min Filter"
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filters:
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- min:
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window_size: 10
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send_every: 5 # Sliding window → MinFilter with ring buffer
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- platform: copy
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source_id: source_sensor
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name: "Sliding Max Filter"
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filters:
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- max:
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window_size: 10
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send_every: 5 # Sliding window → MaxFilter with ring buffer
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- platform: copy
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source_id: source_sensor
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name: "Sliding Median Filter"
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filters:
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- median:
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window_size: 10
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send_every: 5 # Sliding window → MedianFilter with ring buffer
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- platform: copy
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source_id: source_sensor
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name: "Sliding Quantile Filter"
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filters:
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- quantile:
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window_size: 10
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send_every: 5
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quantile: 0.9 # Sliding window → QuantileFilter with ring buffer
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- platform: copy
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source_id: source_sensor
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name: "Sliding Moving Average Filter"
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filters:
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- sliding_window_moving_average:
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window_size: 10
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send_every: 5 # Sliding window → SlidingWindowMovingAverageFilter with ring buffer
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# Edge cases
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- platform: copy
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source_id: source_sensor
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name: "Large Batch Window Min"
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filters:
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- min:
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window_size: 1000
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send_every: 1000 # Large batch → StreamingMinFilter (4 bytes, not 4KB)
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- platform: copy
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source_id: source_sensor
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name: "Small Sliding Window"
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filters:
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- median:
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window_size: 3
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send_every: 1 # Frequent output → MedianFilter with 3-element ring buffer
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# send_first_at parameter test
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- platform: copy
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source_id: source_sensor
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name: "Early Send Filter"
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filters:
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- max:
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window_size: 10
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send_every: 10
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send_first_at: 1 # Send after first value
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