1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
use crate::evaluator::*;
use itertools::Itertools;

#[derive(Clone, Default, Debug)]
pub struct MaximumTimeInterval {}

impl MaximumTimeInterval {
    pub fn new() -> Self {
        Self {}
    }
}

lazy_info!(
    MAXIMUM_TIME_INTERVAL_INFO,
    size: 1,
    min_ts_length: 2,
    t_required: true,
    m_required: false,
    w_required: false,
    sorting_required: true,
);

impl<T> FeatureEvaluator<T> for MaximumTimeInterval
where
    T: Float,
{
    fn eval(&self, ts: &mut TimeSeries<T>) -> Result<Vec<T>, EvaluatorError> {
        self.check_ts_length(ts)?;
        let dt =
            ts.t.sample
                .iter()
                .tuple_windows()
                .map(|(&a, &b)| b - a)
                .max_by(|a, b| a.partial_cmp(b).unwrap())
                .unwrap();
        Ok(vec![dt])
    }

    fn get_info(&self) -> &EvaluatorInfo {
        &MAXIMUM_TIME_INTERVAL_INFO
    }

    fn get_names(&self) -> Vec<&str> {
        vec!["ANTIFEATURE_maximum_time_interval"]
    }
}

#[cfg(test)]
#[allow(clippy::unreadable_literal)]
#[allow(clippy::excessive_precision)]
mod tests {
    use super::*;
    use crate::tests::*;

    eval_info_test!(maximum_time_interval_info, MaximumTimeInterval::default());

    feature_test!(
        maximum_time_interval,
        [Box::new(MaximumTimeInterval::new())],
        [9.0],
        [0.0_f32, 0.5, 0.6, 1.6, 10.6],
    );
}