use crate::pso::probe::Probe;
use crate::pso::swarm::Swarm;
use serde::Serialize;
use serde_json;
use std::fs::File;
use std::io::Write;
#[derive(Serialize)]
struct Record {
generation: usize,
best_value: f64,
best_position: Vec<f64>,
}
pub struct JsonProbe {
filename: &'static str,
records: Vec<Record>,
}
impl JsonProbe {
pub fn new(filename: &'static str) -> JsonProbe {
JsonProbe {
filename,
records: vec![],
}
}
}
impl Probe for JsonProbe {
fn on_begin(&mut self, swarm: &Swarm) {
self.on_new_generation(swarm, 0);
}
fn on_end(&mut self, _swarm: &Swarm, _generation: usize) {
let mut writer = &File::create(self.filename).unwrap();
if serde_json::to_writer_pretty(writer, &self.records).is_err() {
eprintln!("Failed to serialize records");
}
if writer.flush().is_err() {
eprintln!("Failed to save algorithm results");
}
}
fn on_new_generation(&mut self, swarm: &Swarm, generation: usize) {
self.records.push(Record {
generation,
best_value: swarm.best_position_value,
best_position: swarm.best_position.clone(),
});
}
}