ndhistogram 0.12.0

multi-dimensional histogramming for Rust
Documentation 
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
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137

use ndhistogram::{
    axis::{Axis, BinInterval, VariableNoFlow},
    error::AxisError,
    Error,
};

#[test]
fn test_variablenoflow_num_bins() {
    let ax = VariableNoFlow::new(vec![0.0, 1.0, 4.0, 8.0]).unwrap();
    assert_eq!(ax.num_bins(), 3)
}

#[test]
fn test_variablenoflow_noedges_return_error() {
    assert_eq!(
        VariableNoFlow::<f64>::new(vec![]),
        Err(AxisError::InvalidNumberOfBinEdges)
    );
}

#[test]
fn test_variablenoflow_oneedges_return_error() {
    assert_eq!(
        VariableNoFlow::new(vec![1.0]),
        Err(AxisError::InvalidNumberOfBinEdges)
    );
}

#[test]
fn test_variablenoflow_nan_edges_return_error() {
    assert_eq!(
        VariableNoFlow::new(vec![1.0, f64::NAN, 2.0]),
        Err(AxisError::FailedToSortBinEdges)
    );
}

#[test]
fn test_variablenoflow_low() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    assert_eq!(ax.low(), &0)
}

#[test]
fn test_variablenoflow_high() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    assert_eq!(ax.high(), &8)
}

#[test]
fn test_variablenoflow_get_index() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = (-1..10).filter_map(|coord| ax.index(&coord)).collect();
    let expected = vec![0, 1, 1, 1, 2, 2, 2, 2];
    assert_eq!(actual, expected);
}

#[test]
fn test_variablenoflow_get_bin() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = (0..4).map(|index| ax.bin(index)).collect();
    let expected = vec![
        Some(BinInterval::new(0, 1)),
        Some(BinInterval::new(1, 4)),
        Some(BinInterval::new(4, 8)),
        None,
    ];
    assert_eq!(actual, expected);
}

#[test]
fn test_variablenoflow_clone() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]);
    assert_eq!(ax.clone(), ax)
}

#[test]
fn test_variablenoflow_debug_display() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]);
    println!("{ax:?}");
}

#[test]
fn test_variablenoflow_display() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    println!("{ax}");
}

#[test]
fn test_variablenoflow_iterate_indices() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = ax.indices().collect();
    let expected = vec![0, 1, 2];
    assert_eq!(actual, expected)
}

#[test]
fn test_variablenoflow_iterate_bins() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = ax.bins().collect();
    let expected = vec![
        BinInterval::new(0, 1),
        BinInterval::new(1, 4),
        BinInterval::new(4, 8),
    ];
    assert_eq!(actual, expected)
}

#[test]
fn test_variablenoflow_iterate_items() {
    let ax = VariableNoFlow::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = ax.into_iter().collect();
    let expected: Vec<_> = ax.indices().zip(ax.bins()).collect();
    assert_eq!(actual, expected)
}

#[test]
fn test_negative_axis_index() -> Result<(), Error> {
    let axis = VariableNoFlow::new(vec![-3, -1, 0, 1])?;
    let actual: Vec<_> = (-4..3).filter_map(|loc| axis.index(&loc)).collect();
    let expected = vec![0, 0, 1, 2];
    assert_eq!(actual, expected);
    Ok(())
}

#[test]
fn test_negative_axis_bin() -> Result<(), Error> {
    let axis = VariableNoFlow::new(vec![-3, -1, 0, 1])?;
    let actual: Vec<_> = (0..4).map(|index| axis.bin(index)).collect();
    let expected = vec![
        Some(BinInterval::new(-3, -1)),
        Some(BinInterval::new(-1, 0)),
        Some(BinInterval::new(0, 1)),
        None,
    ];
    assert_eq!(actual, expected);
    Ok(())
}