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
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
use crate::*;

/// 回测器。
pub struct Backtester<T> {
    exchange: T,
    config: Config,
}

impl<T> Backtester<T>
where
    T: Exchange,
{
    /// 构造回测器。
    ///
    /// * `exchange` 交易所。
    /// * `config` 交易配置。
    pub fn new(exchange: T, config: Config) -> Self {
        Self { exchange, config }
    }

    /// 开始回测。
    ///
    /// * `strategy` 策略。
    /// * `product` 交易产品,例如,现货 BTC-USDT,合约 BTC-USDT-SWAP。
    /// * `strategy_level` 策略的时间级别,即调用策略的时间周期。
    /// * `range` 获取这个时间范围之内的数据,单位毫秒,0 表示获取所有数据,a..b 表示获取 a 到 b 范围的数据。
    /// * `return` 回测结果。
    pub async fn start<F, S, I>(
        &self,
        strategy: F,
        product: S,
        strategy_level: Level,
        range: I,
    ) -> anyhow::Result<Vec<Position>>
    where
        F: FnMut(&mut Context),
        S: AsRef<str>,
        I: Into<TimeRange>,
    {
        self.start_convert(strategy, product, strategy_level, strategy_level, range)
            .await
    }

    /// 开始回测。
    /// 从交易所获取 `k_level` 时间级别的 k 线数据,然后调用 [`util::k_convert`] 转换到 `strategy_level` 时间级别使用。
    /// 如果 `k_level` 等于 `strategy_level`,则不会发生转换。
    ///
    /// * `strategy` 策略。
    /// * `product` 交易产品,例如,现货 BTC-USDT,合约 BTC-USDT-SWAP。
    /// * `k_level` k 线的时间级别,撮合引擎会以 k 线的时间级别来处理盈亏,强平,委托。
    /// * `strategy_level` 策略的时间级别,即调用策略的时间周期,必须大于等于 k 线的时间级别。
    /// * `range` 获取这个时间范围之内的数据,单位毫秒,0 表示获取所有数据,a..b 表示获取 a 到 b 范围的数据。
    /// * `return` 回测结果。
    pub async fn start_convert<F, S, I>(
        &self,
        mut strategy: F,
        product: S,
        k_level: Level,
        strategy_level: Level,
        range: I,
    ) -> anyhow::Result<Vec<Position>>
    where
        F: FnMut(&mut Context),
        S: AsRef<str>,
        I: Into<TimeRange>,
    {
        let product = product.as_ref();
        let min_size = self.exchange.get_min_size(product).await?;
        let min_notional = self.exchange.get_min_notional(product).await?;
        let range = range.into();
        let k_list = get_k_range(&self.exchange, product, k_level, range).await?;
        let strategy_k_list = if k_level == strategy_level {
            k_list.as_slice()
        } else {
            k_convert(&k_list, strategy_level).leak()
        };
        let open = strategy_k_list.iter().map(|v| v.open).collect::<Vec<_>>();
        let high = strategy_k_list.iter().map(|v| v.high).collect::<Vec<_>>();
        let low = strategy_k_list.iter().map(|v| v.low).collect::<Vec<_>>();
        let close = strategy_k_list.iter().map(|v| v.close).collect::<Vec<_>>();
        let mut me = MatchEngine::new(self.config);
        let mut k_index = k_list.len() - 1;

        me.product(product, min_size, min_notional);

        'a: for (strategy_index, v) in strategy_k_list.iter().enumerate().rev() {
            loop {
                me.ready(
                    product,
                    K {
                        time: k_list[k_index].time,
                        open: k_list[k_index].open,
                        high: k_list[k_index].high,
                        low: k_list[k_index].low,
                        close: k_list[k_index].close,
                    },
                );

                if k_list[k_index].time == v.time {
                    let time = strategy_k_list[strategy_index].time;
                    let open = Source::new(&open[strategy_index..]);
                    let high = Source::new(&high[strategy_index..]);
                    let low = Source::new(&low[strategy_index..]);
                    let close = Source::new(&close[strategy_index..]);
                    let mut cx = Context {
                        product,
                        min_size,
                        min_notional,
                        level: strategy_level,
                        time,
                        open,
                        high,
                        low,
                        close,
                        me: &mut me as *mut MatchEngine,
                    };

                    strategy(&mut cx);
                    me.update();
                    if k_index == 0 {
                        break 'a;
                    }
                    k_index -= 1;
                    break;
                }

                me.update();
                if k_index == 0 {
                    break;
                }
                k_index -= 1;
            }
        }

        Ok(me.history().clone())
    }
}

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

    #[tokio::test]
    async fn test_1() {
        let k = include_str!("../tests/BTC-USDT-SWAP-1m.json");

        let exchange = LocalExchange::new().push(
            "BTC-USDT-SWAP",
            Level::Minute1,
            serde_json::from_str::<Vec<K>>(k).unwrap(),
            0.01,
            0.0,
        );

        let config = Config::new()
            .initial_margin(1000.0)
            .quantity(Unit::Contract(1))
            .margin(Unit::Quantity(10.0))
            .lever(100)
            .open_fee(0.0002)
            .close_fee(0.0005)
            .maintenance(0.004);

        let backtester = Backtester::new(exchange, config);

        let strategy = |cx: &mut Context| {
            println!(
                "{} {} {} {} {} {}",
                cx.time,
                time_to_string(cx.time),
                cx.open,
                cx.high,
                cx.low,
                cx.close,
            );
        };

        let result = backtester
            .start_convert(strategy, "BTC-USDT-SWAP", Level::Minute1, Level::Week1, 0)
            .await;

        println!("{:#?}", result);
    }

    #[tokio::test]
    async fn test_2() {
        let k = include_str!("../tests/BTC-USDT-SWAP-1m.json");

        let exchange = LocalExchange::new().push(
            "BTC-USDT-SWAP",
            Level::Minute1,
            serde_json::from_str::<Vec<K>>(k).unwrap(),
            0.01,
            0.0,
        );

        let config = Config::new()
            .initial_margin(1000.0)
            .quantity(Unit::Contract(1))
            .margin(Unit::Quantity(10.0))
            .lever(100)
            .open_fee(0.0002)
            .close_fee(0.0005)
            .maintenance(0.004);

        let backtester = Backtester::new(exchange, config);

        let strategy = |cx: &mut Context| {
            println!(
                "{} {} {} {} {} {}",
                cx.time,
                time_to_string(cx.time),
                cx.open,
                cx.high,
                cx.low,
                cx.close,
            );
        };

        let result = backtester
            .start_convert(strategy, "BTC-USDT-SWAP", Level::Minute1, Level::Hour4, 0)
            .await;

        println!("{:#?}", result);
    }

    #[tokio::test]
    async fn test_3() {
        let k = include_str!("../tests/BTC-USDT-SWAP-4h.json");

        let exchange = LocalExchange::new().push(
            "BTC-USDT-SWAP",
            Level::Hour4,
            serde_json::from_str::<Vec<K>>(k).unwrap(),
            0.01,
            0.0,
        );

        let config = Config::new()
            .initial_margin(1000.0)
            .quantity(Unit::Contract(1))
            .margin(Unit::Quantity(10.0))
            .lever(100)
            .open_fee(0.0002)
            .close_fee(0.0005)
            .maintenance(0.004);

        let backtester = Backtester::new(exchange, config);

        let strategy = |cx: &mut Context| {
            println!(
                "{} {} {} {} {} {}",
                cx.time,
                time_to_string(cx.time),
                cx.open,
                cx.high,
                cx.low,
                cx.close,
            );
        };

        let result = backtester
            .start_convert(strategy, "BTC-USDT-SWAP", Level::Hour4, Level::Hour4, 0)
            .await;

        println!("{:#?}", result);
    }

    #[tokio::test]
    async fn test_4() {
        let k = include_str!("../tests/BTC-USDT-SWAP-4h.json");

        let exchange = LocalExchange::new().push(
            "BTC-USDT-SWAP",
            Level::Hour4,
            serde_json::from_str::<Vec<K>>(k).unwrap(),
            0.01,
            0.0,
        );

        let config = Config::new()
            .initial_margin(1000.0)
            .quantity(Unit::Contract(1))
            .margin(Unit::Quantity(10.0))
            .lever(100)
            .open_fee(0.0002)
            .close_fee(0.0005)
            .maintenance(0.004);

        let backtester = Backtester::new(exchange, config);

        let strategy = |cx: &mut Context| {
            println!(
                "{} {} {} {} {} {}",
                cx.time,
                time_to_string(cx.time),
                cx.open,
                cx.high,
                cx.low,
                cx.close,
            );
        };

        let result = backtester
            .start_convert(strategy, "BTC-USDT-SWAP", Level::Hour4, Level::Hour12, 0)
            .await;

        println!("{:#?}", result);
    }
}