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use super::{generate_list, generate_nested_list, matrix_to_array, AsMatrix, GraphMaker};
use std::fmt::Write;
/// Draw a box and whisker plot
///
/// [See Matplotlib's documentation](https://matplotlib.org/3.6.3/api/_as_gen/matplotlib.pyplot.boxplot.html)
///
/// # Examples
///
/// ## Data as a nested list
///
/// ```
/// use plotpy::{Boxplot, Plot, StrError};
///
/// fn main() -> Result<(), StrError> {
/// // data (as a nested list)
/// let data = vec![
/// vec![1, 2, 3, 4, 5], // A
/// vec![2, 3, 4, 5, 6, 7, 8, 9, 10], // B
/// vec![3, 4, 5, 6], // C
/// vec![4, 5, 6, 7, 8, 9, 10], // D
/// vec![5, 6, 7], // E
/// ];
///
/// // x ticks and labels
/// let n = data.len();
/// let ticks: Vec<_> = (1..(n + 1)).into_iter().collect();
/// let labels = ["A", "B", "C", "D", "E"];
///
/// // boxplot object and options
/// let mut boxes = Boxplot::new();
/// boxes.draw(&data);
///
/// // save figure
/// let mut plot = Plot::new();
/// plot.add(&boxes)
/// .set_title("boxplot documentation test")
/// .set_ticks_x_labels(&ticks, &labels)
/// .save("/tmp/plotpy/doc_tests/doc_boxplot_2.svg")?;
/// Ok(())
/// }
/// ```
///
/// 
///
/// ## Data as a 2D array
///
/// ```
/// use plotpy::{Boxplot, Plot, StrError};
///
/// fn main() -> Result<(), StrError> {
/// // data (as a 2D array/matrix)
/// let data = vec![
/// // A B C D E
/// vec![1, 2, 3, 4, 5],
/// vec![2, 3, 4, 5, 6],
/// vec![3, 4, 5, 6, 7],
/// vec![4, 5, 6, 7, 8],
/// vec![5, 6, 7, 8, 9],
/// vec![6, 7, 8, 9, 10],
/// vec![14, 14, 14, 14, 14], // outliers
/// ];
///
/// // x ticks and labels
/// let ncol = data[0].len();
/// let ticks: Vec<_> = (1..(ncol + 1)).into_iter().collect();
/// let labels = ["A", "B", "C", "D", "E"];
///
/// // boxplot object and options
/// let mut boxes = Boxplot::new();
/// boxes.draw_mat(&data);
///
/// // save figure
/// let mut plot = Plot::new();
/// plot.add(&boxes)
/// .set_title("boxplot documentation test")
/// .set_ticks_x_labels(&ticks, &labels)
/// .save("/tmp/plotpy/doc_tests/doc_boxplot_1.svg")?;
/// Ok(())
/// }
/// ```
///
/// 
///
/// ## More examples
///
/// See also integration test in the **tests** directory.
pub struct Boxplot {
symbol: String, // The default symbol for flier (outlier) points.
horizontal: bool, // Horizontal boxplot (default is false)
whisker: Option<f64>, // The position of the whiskers
positions: Vec<f64>, // The positions of the boxes
width: Option<f64>, // The width of the boxes
extra: String, // Extra commands (comma separated)
buffer: String, // Buffer
}
impl Boxplot {
/// Creates a new Boxplot object
pub fn new() -> Self {
Boxplot {
symbol: String::new(),
horizontal: false,
whisker: None,
positions: Vec::new(),
width: None,
extra: String::new(),
buffer: String::new(),
}
}
/// Draws the box plot given a nested list
///
/// # Input
///
/// * `data` -- Is a sequence of 1D arrays such that a boxplot is drawn for each array in the sequence.
/// [From Matplotlib](https://matplotlib.org/3.6.3/api/_as_gen/matplotlib.pyplot.boxplot.html)
///
/// # Notes
///
/// * The type `T` must be a number.
pub fn draw<T>(&mut self, data: &Vec<Vec<T>>)
where
T: std::fmt::Display,
{
generate_nested_list(&mut self.buffer, "x", data);
if self.positions.len() > 0 {
generate_list(&mut self.buffer, "positions", self.positions.as_slice());
}
let opt = self.options();
write!(&mut self.buffer, "p=plt.boxplot(x{})\n", &opt).unwrap();
}
/// Draws the box plot given a 2D array (matrix)
///
/// # Input
///
/// * `data` -- Is a 2D array (matrix) such that a boxplot is drawn for each column in the matrix.
/// [From Matplotlib](https://matplotlib.org/3.6.3/api/_as_gen/matplotlib.pyplot.boxplot.html)
///
/// # Notes
///
/// * The type `U` must be a number.
pub fn draw_mat<'a, T, U>(&mut self, data: &'a T)
where
T: AsMatrix<'a, U>,
U: 'a + std::fmt::Display,
{
matrix_to_array(&mut self.buffer, "x", data);
if self.positions.len() > 0 {
generate_list(&mut self.buffer, "positions", self.positions.as_slice());
}
let opt = self.options();
write!(&mut self.buffer, "p=plt.boxplot(x{})\n", &opt).unwrap();
}
/// Sets the symbol for the outliers
pub fn set_symbol(&mut self, symbol: &str) -> &mut Self {
self.symbol = symbol.to_string();
self
}
/// Enables drawing horizontal boxes
pub fn set_horizontal(&mut self, flag: bool) -> &mut Self {
self.horizontal = flag;
self
}
/// Sets the position of the whiskers
///
/// The default value of whisker = 1.5 corresponds to Tukey's original definition of boxplots.
///
/// [See Matplotlib's documentation](https://matplotlib.org/3.6.3/api/_as_gen/matplotlib.pyplot.boxplot.html)
pub fn set_whisker(&mut self, whisker: f64) -> &mut Self {
self.whisker = Some(whisker);
self
}
/// Sets the positions of the boxes
pub fn set_positions(&mut self, positions: &[f64]) -> &mut Self {
self.positions = positions.to_vec();
self
}
/// Sets the width of the boxes
pub fn set_width(&mut self, width: f64) -> &mut Self {
self.width = Some(width);
self
}
/// Sets extra matplotlib commands (comma separated)
///
/// **Important:** The extra commands must be comma separated. For example:
///
/// ```text
/// param1=123,param2='hello'
/// ```
///
/// [See Matplotlib's documentation for extra parameters](https://matplotlib.org/3.6.3/api/_as_gen/matplotlib.pyplot.boxplot.html)
pub fn set_extra(&mut self, extra: &str) -> &mut Self {
self.extra = extra.to_string();
self
}
/// Returns options (optional parameters) for boxplot
fn options(&self) -> String {
let mut opt = String::new();
if self.symbol != "" {
write!(&mut opt, ",sym=r'{}'", self.symbol).unwrap();
}
if self.horizontal {
write!(&mut opt, ",vert=False").unwrap();
}
if self.whisker != None {
write!(&mut opt, ",whis={}", self.whisker.unwrap()).unwrap();
}
if self.positions.len() > 0 {
write!(&mut opt, ",positions=positions").unwrap();
}
if self.width != None {
write!(&mut opt, ",widths={}", self.width.unwrap()).unwrap();
}
if self.extra != "" {
write!(&mut opt, ",{}", self.extra).unwrap();
}
opt
}
}
impl GraphMaker for Boxplot {
fn get_buffer<'a>(&'a self) -> &'a String {
&self.buffer
}
fn clear_buffer(&mut self) {
self.buffer.clear();
}
}
/////////////////////////////////////////////////////////////////////////////
#[cfg(test)]
mod tests {
use super::Boxplot;
use crate::GraphMaker;
#[test]
fn new_works() {
let boxes = Boxplot::new();
assert_eq!(boxes.symbol.len(), 0);
assert_eq!(boxes.horizontal, false);
assert_eq!(boxes.whisker, None);
assert_eq!(boxes.positions.len(), 0);
assert_eq!(boxes.width, None);
assert_eq!(boxes.extra.len(), 0);
assert_eq!(boxes.buffer.len(), 0);
}
#[test]
fn draw_works_1() {
let x = vec![
vec![1, 2, 3], // A
vec![2, 3, 4, 5, 6], // B
vec![6, 7], // C
];
let mut boxes = Boxplot::new();
boxes.draw(&x);
let b: &str = "x=[[1,2,3,],[2,3,4,5,6,],[6,7,],]\n\
p=plt.boxplot(x)\n";
assert_eq!(boxes.buffer, b);
boxes.clear_buffer();
assert_eq!(boxes.buffer, "");
}
#[test]
fn draw_mat_works_1() {
let x = vec![
// A B C D E
vec![1, 2, 3, 4, 5],
vec![2, 3, 4, 5, 6],
vec![3, 4, 5, 6, 7],
vec![4, 5, 6, 7, 8],
vec![5, 6, 7, 8, 9],
vec![6, 7, 8, 9, 10],
];
let mut boxes = Boxplot::new();
boxes.draw_mat(&x);
let b: &str = "x=np.array([[1,2,3,4,5,],[2,3,4,5,6,],[3,4,5,6,7,],[4,5,6,7,8,],[5,6,7,8,9,],[6,7,8,9,10,],],dtype=float)\n\
p=plt.boxplot(x)\n";
assert_eq!(boxes.buffer, b);
boxes.clear_buffer();
assert_eq!(boxes.buffer, "");
}
#[test]
fn draw_mat_works_2() {
let x = vec![
// A B C D E
vec![1, 2, 3, 4, 5],
vec![2, 3, 4, 5, 6],
vec![3, 4, 5, 6, 7],
vec![4, 5, 6, 7, 8],
vec![5, 6, 7, 8, 9],
vec![6, 7, 8, 9, 10],
];
let mut boxes = Boxplot::new();
boxes
.set_symbol("b+")
.set_horizontal(true)
.set_whisker(1.5)
.set_positions(&[1.0, 2.0, 3.0, 4.0, 5.0])
.set_width(0.5)
.draw_mat(&x);
let b: &str = "x=np.array([[1,2,3,4,5,],[2,3,4,5,6,],[3,4,5,6,7,],[4,5,6,7,8,],[5,6,7,8,9,],[6,7,8,9,10,],],dtype=float)\n\
positions=[1,2,3,4,5,]\n\
p=plt.boxplot(x,sym=r'b+',vert=False,whis=1.5,positions=positions,widths=0.5)\n";
assert_eq!(boxes.buffer, b);
boxes.clear_buffer();
assert_eq!(boxes.buffer, "");
}
}