Use medians

central_backend/src/energy/consumption_cache.rs

@@ -1,5 +1,6 @@
 use crate::constants;
 use crate::energy::consumption::EnergyConsumption;
+use crate::utils::math_utils::median;
 
 pub struct ConsumptionCache {
     nb_vals: usize,
@@ -27,13 +28,7 @@ impl ConsumptionCache {
             return constants::FALLBACK_PRODUCTION_VALUE;
         }
 
-        let mut clone = self.values.clone();
+        median(&self.values)
-        clone.sort();
-        let median = clone[clone.len() / 2];
-
-        log::info!("Cached consumption: {:?} / Median: {}", self.values, median);
-
-        median
     }
 }
 

central_backend/src/energy/consumption_history_file.rs

@@ -1,5 +1,6 @@
 use crate::app_config::{AppConfig, ConsumptionHistoryType};
 use crate::energy::consumption::EnergyConsumption;
+use crate::utils::math_utils::median;
 use crate::utils::time_utils::day_number;
 
 const TIME_INTERVAL: usize = 10;
@@ -109,14 +110,20 @@ impl ConsumptionHistoryFile {
         let mut file = Self::open(from, r#type)?;
         let mut curr_time = from;
 
+        let mut intermediate_values = Vec::new();
         while curr_time < to {
             if !file.contains_time(curr_time) {
                 file = Self::open(curr_time, r#type)?;
             }
 
-            res.push(file.get_consumption(curr_time)?);
+            intermediate_values.push(file.get_consumption(curr_time)?);
 
-            curr_time += interval;
+            if curr_time % interval == from % interval {
+                res.push(median(&intermediate_values));
+                intermediate_values = Vec::new();
+            }
+
+            curr_time += TIME_INTERVAL as u64;
         }
 
         Ok(res)

central_backend/src/utils/math_utils.rs

@@ -0,0 +1,8 @@
+use std::ops::Div;
+
+pub fn median<E: Div + Copy + Ord>(numbers: &[E]) -> E {
+    let mut numbers = numbers.to_vec();
+    numbers.sort();
+    let mid = numbers.len() / 2;
+    numbers[mid]
+}

central_backend/src/utils/mod.rs

@@ -1,2 +1,3 @@
 pub mod files_utils;
+ pub mod math_utils;
 pub mod time_utils;