nautilus_indicators/volatility/
dc.rs1use std::fmt::Display;
17
18use arraydeque::{ArrayDeque, Wrapping};
19use nautilus_model::data::Bar;
20
21use crate::indicator::Indicator;
22
23const MAX_PERIOD: usize = 1_024;
24
25#[repr(C)]
26#[derive(Debug)]
27#[cfg_attr(
28 feature = "python",
29 pyo3::pyclass(module = "nautilus_trader.core.nautilus_pyo3.indicators")
30)]
31#[cfg_attr(
32 feature = "python",
33 pyo3_stub_gen::derive::gen_stub_pyclass(module = "nautilus_trader.indicators")
34)]
35pub struct DonchianChannel {
36 pub period: usize,
37 pub upper: f64,
38 pub middle: f64,
39 pub lower: f64,
40 pub initialized: bool,
41 has_inputs: bool,
42 upper_prices: ArrayDeque<f64, MAX_PERIOD, Wrapping>,
43 lower_prices: ArrayDeque<f64, MAX_PERIOD, Wrapping>,
44}
45
46impl Display for DonchianChannel {
47 fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
48 write!(f, "{}({})", self.name(), self.period)
49 }
50}
51
52impl Indicator for DonchianChannel {
53 fn name(&self) -> String {
54 stringify!(DonchianChannel).to_string()
55 }
56
57 fn has_inputs(&self) -> bool {
58 self.has_inputs
59 }
60
61 fn initialized(&self) -> bool {
62 self.initialized
63 }
64
65 fn handle_bar(&mut self, bar: &Bar) {
66 self.update_raw((&bar.high).into(), (&bar.low).into());
67 }
68
69 fn reset(&mut self) {
70 self.upper_prices.clear();
71 self.lower_prices.clear();
72 self.upper = 0.0;
73 self.middle = 0.0;
74 self.lower = 0.0;
75 self.has_inputs = false;
76 self.initialized = false;
77 }
78}
79
80impl DonchianChannel {
81 #[must_use]
88 pub fn new(period: usize) -> Self {
89 assert!(
90 period > 0 && period <= MAX_PERIOD,
91 "DonchianChannel: period {period} exceeds MAX_PERIOD ({MAX_PERIOD})"
92 );
93
94 Self {
95 period,
96 upper: 0.0,
97 middle: 0.0,
98 lower: 0.0,
99 upper_prices: ArrayDeque::new(),
100 lower_prices: ArrayDeque::new(),
101 has_inputs: false,
102 initialized: false,
103 }
104 }
105
106 pub fn update_raw(&mut self, high: f64, low: f64) {
107 let _ = self.upper_prices.push_back(high);
108 let _ = self.lower_prices.push_back(low);
109
110 if !self.initialized {
111 self.has_inputs = true;
112
113 if self.upper_prices.len() >= self.period && self.lower_prices.len() >= self.period {
114 self.initialized = true;
115 }
116 }
117
118 self.upper = self
119 .upper_prices
120 .iter()
121 .copied()
122 .fold(f64::NEG_INFINITY, f64::max);
123 self.lower = self
124 .lower_prices
125 .iter()
126 .copied()
127 .fold(f64::INFINITY, f64::min);
128 self.middle = 0.5 * (self.upper + self.lower);
129 }
130}
131
132#[cfg(test)]
133mod tests {
134 use nautilus_model::data::Bar;
135 use rstest::rstest;
136
137 use crate::{
138 indicator::Indicator,
139 stubs::{bar_ethusdt_binance_minute_bid, dc_10},
140 volatility::dc::DonchianChannel,
141 };
142
143 #[rstest]
144 fn test_psl_initialized(dc_10: DonchianChannel) {
145 let display_str = format!("{dc_10}");
146 assert_eq!(display_str, "DonchianChannel(10)");
147 assert_eq!(dc_10.period, 10);
148 assert!(!dc_10.initialized);
149 assert!(!dc_10.has_inputs);
150 }
151
152 #[rstest]
153 fn test_value_with_one_input(mut dc_10: DonchianChannel) {
154 dc_10.update_raw(1.0, 0.9);
155 assert_eq!(dc_10.upper, 1.0);
156 assert_eq!(dc_10.middle, 0.95);
157 assert_eq!(dc_10.lower, 0.9);
158 }
159
160 #[rstest]
161 fn test_value_with_three_inputs(mut dc_10: DonchianChannel) {
162 dc_10.update_raw(1.0, 0.9);
163 dc_10.update_raw(2.0, 1.8);
164 dc_10.update_raw(3.0, 2.7);
165 assert_eq!(dc_10.upper, 3.0);
166 assert_eq!(dc_10.middle, 1.95);
167 assert_eq!(dc_10.lower, 0.9);
168 }
169
170 #[rstest]
171 fn test_value_with_ten_inputs(mut dc_10: DonchianChannel) {
172 let high_values = [
173 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0,
174 ];
175 let low_values = [
176 0.9, 1.9, 2.9, 3.9, 4.9, 5.9, 6.9, 7.9, 8.9, 9.9, 10.1, 10.2, 10.3, 11.1, 11.4,
177 ];
178
179 for i in 0..15 {
180 dc_10.update_raw(high_values[i], low_values[i]);
181 }
182
183 assert_eq!(dc_10.upper, 15.0);
184 assert_eq!(dc_10.middle, 7.95);
185 assert_eq!(dc_10.lower, 0.9);
186 }
187
188 #[rstest]
189 fn test_handle_bar(mut dc_10: DonchianChannel, bar_ethusdt_binance_minute_bid: Bar) {
190 dc_10.handle_bar(&bar_ethusdt_binance_minute_bid);
191 assert_eq!(dc_10.upper, 1550.0);
192 assert_eq!(dc_10.middle, 1522.5);
193 assert_eq!(dc_10.lower, 1495.0);
194 assert!(dc_10.has_inputs);
195 assert!(!dc_10.initialized);
196 }
197
198 #[rstest]
199 fn test_reset(mut dc_10: DonchianChannel) {
200 dc_10.update_raw(1.0, 0.9);
201 dc_10.reset();
202 assert_eq!(dc_10.upper_prices.len(), 0);
203 assert_eq!(dc_10.lower_prices.len(), 0);
204 assert_eq!(dc_10.upper, 0.0);
205 assert_eq!(dc_10.middle, 0.0);
206 assert_eq!(dc_10.lower, 0.0);
207 assert!(!dc_10.has_inputs);
208 assert!(!dc_10.initialized);
209 }
210}