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
use crate::evaluator::*;
macro_const! {
const DOC: &'static str = r#"
Half amplitude of magnitude
$$
\mathrm{amplitude} \equiv \frac{\left( \max{(m)} - \min{(m)} \right)}{2}
$$
- Depends on: **magnitude**
- Minimum number of observations: **1**
- Number of features: **1**
"#;
}
#[doc = DOC!()]
#[derive(Clone, Default, Debug, Deserialize, Serialize, JsonSchema)]
pub struct Amplitude {}
impl Amplitude {
pub fn new() -> Self {
Self {}
}
pub fn doc() -> &'static str {
DOC
}
}
lazy_info!(
AMPLITUDE_INFO,
size: 1,
min_ts_length: 1,
t_required: false,
m_required: true,
w_required: false,
sorting_required: false,
);
impl<T> FeatureEvaluator<T> for Amplitude
where
T: Float,
{
fn eval(&self, ts: &mut TimeSeries<T>) -> Result<Vec<T>, EvaluatorError> {
self.check_ts_length(ts)?;
Ok(vec![T::half() * (ts.m.get_max() - ts.m.get_min())])
}
fn get_info(&self) -> &EvaluatorInfo {
&LITUDE_INFO
}
fn get_names(&self) -> Vec<&str> {
vec!["amplitude"]
}
fn get_descriptions(&self) -> Vec<&str> {
vec!["half of the interval between maximum and minimum magnitude"]
}
}
#[cfg(test)]
#[allow(clippy::unreadable_literal)]
#[allow(clippy::excessive_precision)]
mod tests {
use super::*;
use crate::tests::*;
check_feature!(Amplitude);
feature_test!(amplitude, [Amplitude::new()], [1.0], [0.0_f32, 1.0, 2.0],);
}