ndhistogram 0.12.0

multi-dimensional histogramming for Rust
Documentation 
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use ndhistogram::{
    axis::{Axis, BinInterval, Variable},
    error::AxisError,
};

#[test]
fn test_variable_num_bins() {
    let ax = Variable::new(vec![0.0, 1.0, 4.0, 8.0]).unwrap();
    assert_eq!(ax.num_bins(), 3 + 2)
}

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

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

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

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

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

#[test]
fn test_variable_get_index() {
    let ax = Variable::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = (-1..10).map(|coord| ax.index(&coord).unwrap()).collect();
    let expected = vec![0, 1, 2, 2, 2, 3, 3, 3, 3, 4, 4];
    assert_eq!(actual, expected);
}

#[test]
fn test_variable_get_bin() {
    let ax = Variable::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = (0..6).map(|index| ax.bin(index)).collect();
    let expected = vec![
        Some(BinInterval::underflow(0)),
        Some(BinInterval::new(0, 1)),
        Some(BinInterval::new(1, 4)),
        Some(BinInterval::new(4, 8)),
        Some(BinInterval::overflow(8)),
        None,
    ];
    assert_eq!(actual, expected);
}

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

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

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

#[test]
fn test_variable_iterate_indices() {
    let ax = Variable::new(vec![0, 1, 4, 8]).unwrap();
    let actual: Vec<_> = ax.indices().collect();
    let expected = vec![0, 1, 2, 3, 4];
    assert_eq!(actual, expected)
}

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

#[test]
fn test_variable_iterate_items() {
    let ax = Variable::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() {
    let axis = Variable::new(vec![-3, -1, 0, 1]).unwrap();
    let actual: Vec<_> = (-4..3).map(|loc| axis.index(&loc).unwrap()).collect();
    let expected = vec![0, 1, 1, 2, 3, 4, 4];
    assert_eq!(actual, expected)
}

#[test]
fn test_negative_axis_bin() {
    let axis = Variable::new(vec![-3, -1, 0, 1]).unwrap();
    let actual: Vec<_> = (0..6).map(|index| axis.bin(index)).collect();
    let expected = vec![
        Some(BinInterval::underflow(-3)),
        Some(BinInterval::new(-3, -1)),
        Some(BinInterval::new(-1, 0)),
        Some(BinInterval::new(0, 1)),
        Some(BinInterval::overflow(1)),
        None,
    ];
    assert_eq!(actual, expected)
}

#[test]
fn test_floatingpoint_axis_index() {
    let axis = Variable::new(vec![-3.0, -1.0, 0.0, 1.0]).unwrap();
    let actual: Vec<_> = (-4..3)
        .map(|loc| axis.index(&(loc as f64)).unwrap())
        .collect();
    let expected = vec![0, 1, 1, 2, 3, 4, 4];
    assert_eq!(actual, expected)
}

#[test]
fn test_floatingpoint_axis_bin() {
    let axis = Variable::new(vec![-3.0, -1.0, 0.0, 1.0]).unwrap();
    let actual: Vec<_> = (0..6).map(|index| axis.bin(index)).collect();
    let expected = vec![
        Some(BinInterval::underflow(-3.0)),
        Some(BinInterval::new(-3.0, -1.0)),
        Some(BinInterval::new(-1.0, 0.0)),
        Some(BinInterval::new(0.0, 1.0)),
        Some(BinInterval::overflow(1.0)),
        None,
    ];
    assert_eq!(actual, expected)
}