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
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
// Traits
pub use crate::traits::{Configurable, Plotable, Saveable};
use core::fmt::Display;
use core::ops::Add;

/// Compare various ``Sequence``s.
pub mod comparison;

pub use comparison::ProcessViolins;

/// Indexed collection of histograms, which will be represented as violins.
///
/// # Examples
///
/// Quick plot.
/// ```no_run
/// use preexplorer::prelude::*;
/// let image = (0..10).map(|i| (i..10 + i));
/// pre::ProcessViolin::new((2..12), image).plot("my_identifier").unwrap();
/// ```
///
/// Compare [ProcessViolin] structs.
/// ```no_run
/// use preexplorer::prelude::*;
/// let image = (0..10).map(|i| (i..10 + i));
/// pre::ProcessViolins::new(vec![
///     pre::ProcessViolin::new((2..12), image.clone()),
///     pre::ProcessViolin::new((2..12), image),
///     ])
///     .plot("my_identifier").unwrap();
/// ```
///
/// [ProcessViolin]: struct.ProcessViolin.html
#[derive(Debug, PartialEq, Clone)]
#[cfg_attr(feature = "use-serde", derive(serde::Serialize, serde::Deserialize))]
pub struct ProcessViolin<T, S>
where
    T: Display + Clone,
    S: Display + Clone,
{
    domain: Vec<T>,
    image: Vec<Vec<S>>,
    config: crate::configuration::Configuration,
}

impl<T, S> ProcessViolin<T, S>
where
    T: Display + Clone,
    S: Display + Clone,
{
    /// Constructs a new ``ProcessViolin<T, S>``.
    ///
    /// # Examples
    ///
    /// From a complicated computation.
    /// ```
    /// use preexplorer::prelude::*;
    /// let data = (0..10).map(|i| (i..10 + i));
    /// let pro_vio = pre::ProcessViolin::new((0..10), data);
    /// ```
    pub fn new<I, J, K>(domain: I, image: J) -> ProcessViolin<T, S>
    where
        I: IntoIterator<Item = T>,
        J: IntoIterator<Item = K>,
        K: IntoIterator<Item = S>,
    {
        let domain: Vec<T> = domain.into_iter().collect();
        let image: Vec<Vec<S>> = image.into_iter().map(|j| j.into_iter().collect()).collect();
        let config = crate::configuration::Configuration::default();

        ProcessViolin {
            domain,
            image,
            config,
        }
    }
}

impl<T, S> Add for ProcessViolin<T, S>
where
    T: Display + Clone,
    S: Display + Clone,
{
    type Output = ProcessViolins<T, S>;

    fn add(self, other: crate::ProcessViolin<T, S>) -> ProcessViolins<T, S> {
        let mut cmp = self.into();
        cmp += other;
        cmp
    }
}

impl<T, S> Configurable for ProcessViolin<T, S>
where
    T: Display + Clone,
    S: Display + Clone,
{
    fn configuration_mut(&mut self) -> &mut crate::configuration::Configuration {
        &mut self.config
    }
    fn configuration(&self) -> &crate::configuration::Configuration {
        &self.config
    }
}

impl<T, S> Saveable for ProcessViolin<T, S>
where
    T: Display + Clone,
    S: Display + Clone,
{
    fn plotable_data(&self) -> String {
        // Initial warning
        if self.domain.is_empty() {
            eprintln!("Warning: There is no data.");
        }

        let mut plotable_data = String::new();

        for (time, values) in self.domain.clone().into_iter().zip(self.image.clone()) {
            for value in values {
                plotable_data.push_str(&format!("{}\t{}\n", time, value));
            }
            // Separate datasets
            plotable_data.push_str("\n\n");
        }
        plotable_data
    }
}

impl<T, S> Plotable for ProcessViolin<T, S>
where
    T: Display + Clone,
    S: Display + Clone,
{
    fn plot_script(&self) -> String {
        let mut gnuplot_script = self.opening_plot_script();

        gnuplot_script += &format!("array TIMES[{}] = [", self.domain.len());
        for i in 0..self.domain.len() - 1 {
            gnuplot_script += &format!("{}, ", self.domain[i]);
        }
        gnuplot_script += &format!("{}]\n", self.domain[self.domain.len() - 1]); // Last time

        gnuplot_script += &format!("\
RENORMALIZE = 2
do for [i=0:{}] {{
    # Computing some values
    set table $_
    plot {:?} index i using 2:(1) smooth kdensity
    unset table
    RENORMALIZE = (RENORMALIZE < 2 * GPVAL_Y_MAX) ? 2 * GPVAL_Y_MAX : RENORMALIZE
    # Plotting a greater domain
    set table '{}'.'_partial_plot'.i
    x_min = (GPVAL_X_MIN < GPVAL_X_MIN - 5 * GPVAL_KDENSITY_BANDWIDTH)? GPVAL_X_MIN : GPVAL_X_MIN - 5 * GPVAL_KDENSITY_BANDWIDTH
    x_max = (GPVAL_X_MAX > GPVAL_X_MAX + 5 * GPVAL_KDENSITY_BANDWIDTH)? GPVAL_X_MAX : GPVAL_X_MAX + 5 * GPVAL_KDENSITY_BANDWIDTH
    set xrange [x_min:x_max]
    plot {:?} index i using 2:(1) smooth kdensity
    unset table
    # Clean the plotting
    unset xrange
    unset yrange
}}

# Plotting the violins
set style fill transparent solid 0.5
# Right side
plot for [i=0:{}] '{}'.'_partial_plot'.i using (TIMES[i+1] + $2/RENORMALIZE):1 with filledcurve x=TIMES[i+1] linecolor i
# Left side
replot for [i=0:{}] '{}'.'_partial_plot'.i using (TIMES[i+1] - $2/RENORMALIZE):1 with filledcurve x=TIMES[i+1] linecolor i
",
            self.image.len() - 1,
            self.data_path(),
            self.data_path().display(),
            self.data_path(),
            self.image.len() - 1,
            self.data_path().display(),
            self.image.len() - 1,
            self.data_path().display(),
        );
        gnuplot_script += &self.ending_plot_script();

        gnuplot_script
    }
}

///////////////////////////////////////////////
#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn set_style() {
        let domain = 0..2;
        let image = (0..2).map(|i| -> Vec<u64> { (0..4).map(|j| j + i).collect() });
        let mut seq = ProcessViolin::new(domain, image);
        seq.set_style("points").unwrap();

        assert_eq!(
            &crate::configuration::plot::style::Style::Points,
            seq.style()
        );
    }
}