use rand::thread_rng; use rand_distr::{Distribution, Normal}; use ndhistogram::{ axis::{Axis, Uniform}, ndhistogram, AxesTuple, Histogram, Item, }; #[test] #[allow(clippy::float_cmp)] fn test_histogram_uniform_1d_unweighted_fill_once() { let mut hist = ndhistogram!(Uniform::new(5, 0.0, 0.5)); hist.fill(&0.1); let actual = *hist.value(&0.1).unwrap(); let expected = 1.0; assert_eq!(expected, actual); } #[test] #[allow(clippy::float_cmp)] fn test_histogram_uniform_1d_unfilled_is_empty() { let hist = ndhistogram!(Uniform::new(5, 0.0, 0.5)); let actual: Vec = hist.values().copied().collect(); let expected = vec![0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]; assert_eq!(expected, actual); } #[test] #[allow(clippy::float_cmp)] fn test_histogram_uniform_1d_weighted_fill_once() { let mut hist = ndhistogram!(Uniform::new(5, 0.0, 0.5)); hist.fill_with(&0.1, 2.0); let actual = *hist.value(&0.1).unwrap(); let expected = 2.0; assert_eq!(expected, actual); } #[test] #[allow(clippy::float_cmp)] fn test_histogram_uniform_1d_unweighted_fill_bin_edges() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); hist.fill(&-1.0); hist.fill_with(&0.0, 20.0); hist.fill_with(&0.5, 300.0); hist.fill_with(&1.0, 4000.0); hist.fill_with(&1.5, 50000.0); hist.fill_with(&2.0, 600000.0); hist.fill_with(&2.5, 7000000.0); let actual: Vec = hist.values().copied().collect(); assert_eq!(actual, vec![1.0, 320.0, 54000.0, 7600000.0]); } #[test] fn test_histogram_uniform_1d_get_axes() { let ax = Uniform::new(2, 0.0, 2.0); let hist = ndhistogram!(ax.clone()); let axtuple = hist.axes(); assert_eq!(ax, axtuple.as_tuple().0); } #[test] fn test_histogram_uniform_1d_value_at_index() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); hist.fill(&0.0); assert_eq!(hist.value_at_index(0), Some(&0.0)); assert_eq!(hist.value_at_index(1), Some(&1.0)); assert_eq!(hist.value_at_index(2), Some(&0.0)); assert_eq!(hist.value_at_index(3), Some(&0.0)); assert_eq!(hist.value_at_index(4), None); } #[test] fn test_histogram_uniform_1d_value_at_coordinate() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); hist.fill(&0.0); assert_eq!(hist.value(&0.0), Some(&1.0)); assert_eq!(hist.value(&1.0), Some(&0.0)); assert_eq!(hist.value(&-1.0), Some(&0.0)); assert_eq!(hist.value(&2.0), Some(&0.0)); } fn make_normal_histogram() -> impl Histogram, f64> { let mut hist = ndhistogram!(Uniform::new(5, 0.0, 5.0)); Normal::new(0.0, 5.0) .unwrap() .sample_iter(thread_rng()) .take(100) .for_each(|it| hist.fill(&it)); hist } #[test] fn test_histogram_value_iterator() { let hist = make_normal_histogram(); let actual: Vec<_> = hist.values().collect(); let expected: Vec<_> = (0..7).map(|it| hist.value_at_index(it).unwrap()).collect(); assert_eq!(actual, expected); } #[test] fn test_histogram_item_iterator() { let hist = make_normal_histogram(); let actual: Vec<_> = hist.iter().collect(); let expected: Vec<_> = (0..7) .map(|it| { Item::new( it, hist.axes().bin(it).unwrap(), hist.value_at_index(it).unwrap(), ) }) .collect(); assert_eq!(actual, expected); } #[test] fn test_histogram_uniform_1d_value_at_index_mut() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); *(hist.value_at_index_mut(1).unwrap()) = 2.0; assert_eq!(hist.value_at_index(0), Some(&0.0)); assert_eq!(hist.value_at_index(1), Some(&2.0)); assert_eq!(hist.value_at_index(2), Some(&0.0)); assert_eq!(hist.value_at_index(3), Some(&0.0)); assert_eq!(hist.value_at_index(4), None); } #[test] fn test_histogram_uniform_1d_value_mut() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); *(hist.value_mut(&0.0).unwrap()) = 2.0; assert_eq!(hist.value_at_index(0), Some(&0.0)); assert_eq!(hist.value_at_index(1), Some(&2.0)); assert_eq!(hist.value_at_index(2), Some(&0.0)); assert_eq!(hist.value_at_index(3), Some(&0.0)); assert_eq!(hist.value_at_index(4), None); } #[test] fn test_histogram_uniform_1d_iter_values_mut() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); hist.values_mut() .enumerate() .for_each(|(index, value)| *value = index as f64); assert_eq!(hist.value_at_index(0), Some(&0.0)); assert_eq!(hist.value_at_index(1), Some(&1.0)); assert_eq!(hist.value_at_index(2), Some(&2.0)); assert_eq!(hist.value_at_index(3), Some(&3.0)); assert_eq!(hist.value_at_index(4), None); } #[test] fn test_histogram_uniform_1d_iter_mut() { let mut hist = ndhistogram!(Uniform::new(2, 0.0, 2.0)); (&mut hist) .into_iter() .for_each(|item| *item.value = item.index as f64); assert_eq!(hist.value_at_index(0), Some(&0.0)); assert_eq!(hist.value_at_index(1), Some(&1.0)); assert_eq!(hist.value_at_index(2), Some(&2.0)); assert_eq!(hist.value_at_index(3), Some(&3.0)); assert_eq!(hist.value_at_index(4), None); } #[test] fn test_histogram_display() { let hist = ndhistogram!(Uniform::new(4, 0.0, 2.0)); format!("{}", hist); }