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
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85

use crate::evaluator::*;

macro_const! {
    const DOC: &str = r#"
Median magnitude

$$
\mathrm{Median}
$$

- Depends on: **magnitude**
- Minimum number of observations: **1**
- Number of features: **1**    
"#;
}

#[doc = DOC!()]
#[derive(Clone, Default, Debug, Serialize, Deserialize, JsonSchema)]
pub struct Median {}

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

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

    pub fn doc() -> &'static str {
        DOC
    }
}

impl<T> FeatureEvaluator<T> for Median
where
    T: Float,
{
    fn eval(&self, ts: &mut TimeSeries<T>) -> Result<Vec<T>, EvaluatorError> {
        self.check_ts_length(ts)?;
        Ok(vec![ts.m.get_median()])
    }

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

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

    fn get_descriptions(&self) -> Vec<&str> {
        vec!["median magnitude"]
    }
}

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

    check_feature!(Median);

    feature_test!(
        median_odd,
        [Median::new()],
        [3.0],
        [-99.0, 0.0, 3.0, 3.1, 3.2],
    );

    feature_test!(
        median_even,
        [Median::new()],
        [1.5],
        [-99.0, 0.0, 4.0, 3.0, 2.0, 1.0],
    );
}