mirror of
https://github.com/esphome/esphome.git
synced 2025-10-21 11:13:46 +01:00
102 lines
2.8 KiB
YAML
102 lines
2.8 KiB
YAML
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
|