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use crate::services::{
analytic_service::types, metric_service::MetricService, segments_service::SegmentsService,
};
use super::types::{AnalyticUnit, LearningResult, ThresholdConfig};
use async_trait::async_trait;
// TODO: move to config
const DETECTION_STEP: u64 = 10;
pub struct ThresholdAnalyticUnit {
config: ThresholdConfig,
}
impl ThresholdAnalyticUnit {
pub fn new(config: ThresholdConfig) -> ThresholdAnalyticUnit {
ThresholdAnalyticUnit { config }
}
}
#[async_trait]
impl AnalyticUnit for ThresholdAnalyticUnit {
async fn learn(&mut self, _ms: MetricService, _ss: SegmentsService) -> LearningResult {
return LearningResult::Finished;
}
async fn detect(
&self,
ms: MetricService,
from: u64,
to: u64,
) -> anyhow::Result<Vec<(u64, u64)>> {
let mr = ms.query(from, to, DETECTION_STEP).await.unwrap();
if mr.data.keys().len() == 0 {
return Ok(Vec::new());
}
let k = mr.data.keys().nth(0).unwrap();
let ts = &mr.data[k];
let mut result = Vec::<(u64, u64)>::new();
let mut from: Option<u64> = None;
for (t, v) in ts {
if *v > self.config.threashold {
if from.is_some() {
continue;
} else {
from = Some(*t);
}
} else {
if from.is_some() {
result.push((from.unwrap(), *t));
from = None;
}
}
}
// TODO: don't repeat myself
if from.is_some() {
result.push((from.unwrap(), ts.last().unwrap().0));
}
// TODO: decide what to do it from is Some() in the end
Ok(result)
}
}