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analytic unit config

pull/25/head
Alexey Velikiy 3 years ago
parent
commit
d5d0c29dee
  1. 21
      server/src/api/analytics.rs
  2. 9
      server/src/services/analytic_service/analytic_client.rs
  3. 13
      server/src/services/analytic_service/analytic_service.rs
  4. 5
      server/src/services/analytic_service/analytic_unit/mod.rs
  5. 4
      server/src/services/analytic_service/analytic_unit/pattern_detector.rs
  6. 9
      server/src/services/analytic_service/analytic_unit/types.rs
  7. 2
      server/src/services/analytic_service/mod.rs
  8. 4
      server/src/services/analytic_service/types.rs

21
server/src/api/analytics.rs

@ -9,6 +9,7 @@ pub mod filters {
) -> impl Filter<Extract = impl warp::Reply, Error = warp::Rejection> + Clone {
list(client.clone())
.or(status(client.clone()))
.or(get_config(client.clone()))
.or(list_train(client.clone()))
// .or(create(db.clone()))
// // .or(update(db.clone()))
@ -36,6 +37,16 @@ pub mod filters {
.and_then(handlers::status)
}
/// GET /analytics/config
pub fn get_config(
client: Client,
) -> impl Filter<Extract = impl warp::Reply, Error = warp::Rejection> + Clone {
warp::path!("analytics" / "config")
.and(warp::get())
.and(with_client(client))
.and_then(handlers::config)
}
/// GET /analytics/model
pub fn list_train(
client: Client,
@ -82,6 +93,16 @@ mod handlers {
}
}
pub async fn config(client: Client) -> Result<impl warp::Reply, warp::Rejection> {
match client.get_config().await {
Ok(cf) => Ok(API::json(&cf)),
Err(e) => {
println!("{:?}", e);
Err(warp::reject::custom(BadQuery))
}
}
}
pub async fn list_train(client: Client) -> Result<impl warp::Reply, warp::Rejection> {
match client.get_train().await {
Ok(lt) => Ok(API::json(&lt)),

9
server/src/services/analytic_service/analytic_client.rs

@ -3,6 +3,7 @@ use tokio::sync::oneshot;
use crate::services::segments_service::Segment;
use super::analytic_unit::types::AnalyticUnitConfig;
use super::types::DetectionTask;
use super::types::LearningStatus;
use super::types::LearningTrain;
@ -34,6 +35,14 @@ impl AnalyticClient {
Ok(r)
}
pub async fn get_config(&self) -> anyhow::Result<AnalyticUnitConfig> {
let (tx, rx) = oneshot::channel();
let req = AnalyticServiceMessage::Request(RequestType::GetConfig(tx));
self.tx.send(req).await?;
let r = rx.await?;
Ok(r)
}
pub async fn get_train(&self) -> anyhow::Result<LearningTrain> {
let (tx, rx) = oneshot::channel();
let req = AnalyticServiceMessage::Request(RequestType::GetLearningTrain(tx));

13
server/src/services/analytic_service/analytic_service.rs

@ -1,7 +1,8 @@
use super::analytic_unit::types::{AnalyticUnitConfig, PatternDetectorConfig};
use super::types::{self, DetectionRunnerConfig, LearningTrain};
use super::{
analytic_client::AnalyticClient,
pattern_detector::{self, LearningResults, PatternDetector},
analytic_unit::pattern_detector::{self, LearningResults, PatternDetector},
types::{AnalyticServiceMessage, DetectionTask, LearningStatus, RequestType, ResponseType},
};
@ -51,6 +52,7 @@ pub struct AnalyticService {
metric_service: MetricService,
segments_service: SegmentsService,
learning_results: Option<LearningResults>,
analytic_unit_config: AnalyticUnitConfig,
learning_status: LearningStatus,
tx: mpsc::Sender<AnalyticServiceMessage>,
rx: mpsc::Receiver<AnalyticServiceMessage>,
@ -78,8 +80,14 @@ impl AnalyticService {
AnalyticService {
metric_service,
segments_service,
// TODO: get it from persistance
learning_results: None,
analytic_unit_config: AnalyticUnitConfig::PatternDetector(PatternDetectorConfig {
correlation_score: 0.95,
model_score: 0.95
}),
learning_status: LearningStatus::Initialization,
tx,
rx,
@ -180,6 +188,9 @@ impl AnalyticService {
.unwrap();
}
}
RequestType::GetConfig(tx) => {
tx.send(self.analytic_unit_config.clone()).unwrap();
}
};
}

5
server/src/services/analytic_service/analytic_unit/mod.rs

@ -1,3 +1,6 @@
trait AnalyticUnit<C> where C: AnalyticUnitConfig {
pub mod pattern_detector;
pub mod types;
trait AnalyticUnit<C> {
}

4
server/src/services/analytic_service/pattern_detector.rs → server/src/services/analytic_service/analytic_unit/pattern_detector.rs

@ -11,7 +11,9 @@ use linfa_svm::{error::Result, Svm};
use ndarray::{Array, ArrayView, Axis};
use super::types::LearningTrain;
use crate::services::analytic_service::types::LearningTrain;
#[derive(Clone)]
pub struct LearningResults {

9
server/src/services/analytic_service/analytic_unit/types.rs

@ -1,3 +1,12 @@
use serde::{Deserialize, Serialize};
#[derive(Debug, Serialize, Deserialize, Clone)]
pub struct PatternDetectorConfig {
pub correlation_score: f32,
pub model_score: f32
}
#[derive(Debug, Serialize, Deserialize, Clone)]
pub enum AnalyticUnitConfig {
PatternDetector(PatternDetectorConfig)
}

2
server/src/services/analytic_service/mod.rs

@ -1,5 +1,5 @@
mod analytic_service;
mod pattern_detector;
mod analytic_unit;
pub mod types;
pub mod analytic_client;

4
server/src/services/analytic_service/types.rs

@ -1,6 +1,6 @@
use crate::services::segments_service::Segment;
use super::pattern_detector::{self, LearningResults};
use super::analytic_unit::{pattern_detector::{self, LearningResults}, types::AnalyticUnitConfig};
use anyhow::Result;
use serde::Serialize;
@ -15,6 +15,7 @@ pub enum LearningStatus {
Ready,
}
// TODO: move to analytic_unit config of pattern detector
#[derive(Clone, Serialize, Debug)]
pub struct LearningTrain {
pub features: Vec<pattern_detector::Features>,
@ -58,6 +59,7 @@ pub enum RequestType {
RunLearning,
RunDetection(DetectionTask),
GetStatus(oneshot::Sender<LearningStatus>),
GetConfig(oneshot::Sender<AnalyticUnitConfig>),
GetLearningTrain(oneshot::Sender<LearningTrain>),
}

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