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