ggplot_rs/scale/
continuous.rs1use crate::aes::Aesthetic;
2use crate::data::Value;
3
4use super::format::LabelFormatter;
5use super::sec_axis::SecAxis;
6use super::transform::ScaleTransform;
7use super::util::{format_number, nice_step};
8use super::Scale;
9
10#[derive(Clone)]
12pub struct ScaleContinuous {
13 aesthetic: Aesthetic,
14 name: String,
15 min: f64,
16 max: f64,
17 trained: bool,
18 filter_oob: bool,
19 expand: (f64, f64, f64, f64),
21 position_opposite: bool,
24 pub(crate) scale_transform: ScaleTransform,
25 custom_breaks: Option<Vec<f64>>,
26 custom_labels: Option<Vec<String>>,
27 pub(crate) sec_axis: Option<SecAxis>,
28 label_formatter: Option<LabelFormatter>,
29}
30
31impl ScaleContinuous {
32 pub fn new() -> Self {
33 ScaleContinuous {
34 aesthetic: Aesthetic::X,
35 name: String::new(),
36 min: f64::INFINITY,
37 max: f64::NEG_INFINITY,
38 trained: false,
39 filter_oob: false,
40 expand: (0.05, 0.0, 0.05, 0.0),
41 position_opposite: false,
42 scale_transform: ScaleTransform::Identity,
43 custom_breaks: None,
44 custom_labels: None,
45 sec_axis: None,
46 label_formatter: None,
47 }
48 }
49
50 pub fn for_aesthetic(mut self, aes: Aesthetic) -> Self {
51 self.aesthetic = aes;
52 self
53 }
54
55 pub fn with_name(mut self, name: &str) -> Self {
56 self.name = name.to_string();
57 self
58 }
59
60 pub fn with_limits(mut self, min: f64, max: f64) -> Self {
61 self.min = min;
62 self.max = max;
63 self.trained = true;
64 self.filter_oob = true;
65 self
66 }
67
68 pub fn with_transform(mut self, transform: ScaleTransform) -> Self {
69 self.scale_transform = transform;
70 self
71 }
72
73 pub fn with_breaks(mut self, breaks: Vec<f64>) -> Self {
75 self.custom_breaks = Some(breaks);
76 self
77 }
78
79 pub fn with_labels(mut self, labels: Vec<String>) -> Self {
81 self.custom_labels = Some(labels);
82 self
83 }
84
85 pub fn with_expand(mut self, mult: f64, add: f64) -> Self {
88 self.expand = (mult, add, mult, add);
89 self
90 }
91
92 pub fn with_expand_sides(
95 mut self,
96 mult_lower: f64,
97 add_lower: f64,
98 mult_upper: f64,
99 add_upper: f64,
100 ) -> Self {
101 self.expand = (mult_lower, add_lower, mult_upper, add_upper);
102 self
103 }
104
105 pub fn with_position_opposite(mut self) -> Self {
107 self.position_opposite = true;
108 self
109 }
110
111 pub fn with_label_formatter<F>(mut self, f: F) -> Self
114 where
115 F: Fn(f64) -> String + Send + Sync + 'static,
116 {
117 self.label_formatter = Some(std::sync::Arc::new(f));
118 self
119 }
120
121 pub fn with_sec_axis(mut self, sec: SecAxis) -> Self {
123 self.sec_axis = Some(sec);
124 self
125 }
126
127 pub fn sec_axis(&self) -> Option<&SecAxis> {
129 self.sec_axis.as_ref()
130 }
131
132 fn format_label(&self, v: f64) -> String {
133 if let Some(f) = &self.label_formatter {
134 f(v)
135 } else {
136 format_number(v)
137 }
138 }
139
140 fn expanded_range(&self) -> (f64, f64) {
141 let range = self.max - self.min;
142 let (ml, al, mu, au) = self.expand;
143 (self.min - range * ml - al, self.max + range * mu + au)
144 }
145
146 pub fn is_opposite(&self) -> bool {
148 self.position_opposite
149 }
150}
151
152impl Default for ScaleContinuous {
153 fn default() -> Self {
154 Self::new()
155 }
156}
157
158impl Scale for ScaleContinuous {
159 fn aesthetic(&self) -> Aesthetic {
160 self.aesthetic.clone()
161 }
162
163 fn train(&mut self, values: &[Value]) {
164 for v in values {
165 if let Some(f) = v.as_f64() {
166 if f.is_finite() {
167 if f < self.min {
168 self.min = f;
169 }
170 if f > self.max {
171 self.max = f;
172 }
173 }
174 }
175 }
176 self.trained = true;
177 }
178
179 fn map(&self, value: &Value) -> f64 {
180 let f = match value.as_f64() {
181 Some(f) => f,
182 None => return 0.0,
183 };
184 let (emin, emax) = self.expanded_range();
185 let range = emax - emin;
186 if range.abs() < f64::EPSILON {
187 0.5
188 } else {
189 (f - emin) / range
190 }
191 }
192
193 fn breaks(&self) -> Vec<(f64, String)> {
194 if !self.trained || self.min > self.max {
195 return vec![];
196 }
197
198 if let Some(ref custom) = self.custom_breaks {
200 return custom
201 .iter()
202 .enumerate()
203 .map(|(i, &v)| {
204 let pos = self.map(&Value::Float(v));
205 let label = if let Some(ref labels) = self.custom_labels {
206 labels
207 .get(i)
208 .cloned()
209 .unwrap_or_else(|| self.format_label(v))
210 } else {
211 self.format_label(self.scale_transform.inverse(v))
212 };
213 (pos, label)
214 })
215 .collect();
216 }
217
218 let range = self.max - self.min;
219 if range.abs() < f64::EPSILON {
220 let label = self.format_label(self.scale_transform.inverse(self.min));
221 return vec![(0.5, label)];
222 }
223
224 let (emin, emax) = self.expanded_range();
226 let n_breaks = 5;
227 let raw_step = range / n_breaks as f64;
228 let step = nice_step(raw_step);
229
230 let start = (emin / step).ceil() * step;
231 let mut breaks = Vec::new();
232 let mut v = start;
233 while v <= emax + step * 0.001 {
234 let pos = self.map(&Value::Float(v));
235 let label = self.format_label(self.scale_transform.inverse(v));
237 breaks.push((pos, label));
238 v += step;
239 }
240 breaks
241 }
242
243 fn name(&self) -> &str {
244 &self.name
245 }
246
247 fn set_name(&mut self, name: &str) {
248 self.name = name.to_string();
249 }
250
251 fn transform(&self, value: &Value) -> Value {
252 self.scale_transform.transform_value(value)
253 }
254
255 fn sec_axis(&self) -> Option<&SecAxis> {
256 self.sec_axis.as_ref()
257 }
258
259 fn set_limits(&mut self, min: f64, max: f64) {
260 self.min = min;
261 self.max = max;
262 self.trained = true;
263 }
264
265 fn filter_limits(&self) -> Option<(f64, f64)> {
266 if self.filter_oob && self.trained {
267 Some((self.min, self.max))
268 } else {
269 None
270 }
271 }
272
273 fn domain(&self) -> Option<(f64, f64)> {
274 if self.trained {
275 Some((self.min, self.max))
276 } else {
277 None
278 }
279 }
280
281 fn axis_position_opposite(&self) -> bool {
282 self.position_opposite
283 }
284
285 fn clone_box(&self) -> Box<dyn Scale> {
286 Box::new(self.clone())
287 }
288
289 fn reset_training(&mut self) {
290 self.min = f64::INFINITY;
291 self.max = f64::NEG_INFINITY;
292 self.trained = false;
293 }
294}