peter
2025-08-18 c50561d007e420f7397f73afce8966231973ec54
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
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
package com.yami.trading.huobi.hobi.internal;
 
import cn.hutool.core.bean.BeanUtil;
import cn.hutool.core.util.StrUtil;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.google.common.collect.Lists;
import com.yami.trading.bean.data.domain.Kline;
import com.yami.trading.bean.etf.domain.EtfMinuteKLine;
import com.yami.trading.bean.item.domain.Item;
import com.yami.trading.huobi.data.internal.KlineConstant;
import com.yami.trading.huobi.data.internal.KlineService;
import com.yami.trading.huobi.data.model.AllticktradeResult;
import com.yami.trading.huobi.hobi.constant.AllticktradeMadeOptions;
import com.yami.trading.huobi.hobi.constant.TraderMadeOptions;
import com.yami.trading.huobi.hobi.http.HttpHelper;
import com.yami.trading.service.etf.EtfMinuteKLineService;
import com.yami.trading.service.item.ItemService;
import org.apache.http.HttpResponse;
import org.apache.http.client.methods.HttpGet;
import org.checkerframework.checker.units.qual.K;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;
 
import java.math.BigDecimal;
import java.net.URLEncoder;
import java.util.*;
import java.util.stream.Collectors;
 
@Service
public class FakeKlineInitService {
    @Autowired
    private KlineService klineService;
    @Autowired
    private EtfMinuteKLineService etfMinuteKLineService;
 
    @Value("${alltick.trade-kline}")
    private String tradeKline;
 
    public final void saveInit(String symbol) {
        Item bySymbol = itemService.findBySymbol(symbol);
        // 非机器人的价格,无需初始化
        if("0".equalsIgnoreCase(bySymbol.getFake())){
            return;
        }
        QueryWrapper<EtfMinuteKLine> queryWrapper = new QueryWrapper<>();
        queryWrapper.eq("symbol", symbol);
        queryWrapper.lt("ts", System.currentTimeMillis());
        queryWrapper.orderByAsc("ts");
        List<EtfMinuteKLine> list = etfMinuteKLineService.list(queryWrapper);
        List<Kline> klineList = list.stream().map(e -> {
            Kline kline = BeanUtil.copyProperties(e, Kline.class);
            kline.setPeriod(Kline.PERIOD_1MIN);
            return kline;
        }).collect(Collectors.toList());
//        Map<String, List<Kline>> dailyWeekMonthHistoryMap = getDailyWeekMonthHistory(symbol, klineList);
        Map<String, List<Kline>> hourlyAndMinuteHistoryMap = getHourlyAndMinuteHistory(symbol, klineList);
        klineService.saveInit(symbol, null, hourlyAndMinuteHistoryMap);
    }
 
    @Autowired
    private ItemService itemService;
 
    /**
     * 获取分钟数据
     */
    public Map<String, List<Kline>> getHourlyAndMinuteHistory(String symbol , List<Kline> klineList) {
//        Map<String, List<Kline>> map = new HashMap<>();
//
//        List<Kline> fourHourlyList = getTimeseriesForFourHourly(symbol,  klineList);
//        map.put(KlineConstant.PERIOD_4HOUR, fourHourlyList);
//
//        List<Kline> twoHourlyList = getTimeseriesForTwoHourly(symbol,  klineList);
//        map.put(KlineConstant.PERIOD_2HOUR, twoHourlyList);
//
//        List<Kline> oneHourlyList = getTimeseriesForOneHourly(symbol,  klineList);
//        map.put(KlineConstant.PERIOD_60MIN, oneHourlyList);
//
//        List<Kline> thirtyMinuteList = getTimeseriesThirtyMinute(symbol,  klineList);
//        map.put(KlineConstant.PERIOD_30MIN, thirtyMinuteList);
//
//        List<Kline> fifteenMinuteList = getTimeseriesFifteenMinute(symbol,  klineList);
//        map.put(KlineConstant.PERIOD_15MIN, fifteenMinuteList);
//
//        List<Kline> fiveMinuteList = getTimeseriesFiveMinute(symbol,  klineList);
//        map.put(KlineConstant.PERIOD_5MIN, fiveMinuteList);
//
//        List<Kline> oneMinuteList = klineList;
//        map.put(KlineConstant.PERIOD_1MIN, oneMinuteList);
//        return map;
        Map<String, List<Kline>> map = new HashMap<>();
 
        List<Kline> monthList = getTimeseries(symbol,KlineConstant.PERIOD_1MON, AllticktradeMadeOptions.monthPeriod);
        map.put(KlineConstant.PERIOD_1MON, monthList);
 
        List<Kline> weekList = getTimeseries(symbol,KlineConstant.PERIOD_1WEEK,AllticktradeMadeOptions.weekPeriod);
        map.put(KlineConstant.PERIOD_1WEEK, weekList);
 
        List<Kline> dayList = getTimeseries(symbol,KlineConstant.PERIOD_1DAY,AllticktradeMadeOptions.dayPeriod);
        map.put(KlineConstant.PERIOD_1DAY, dayList);
 
        List<Kline> towHourlyList = getTimeseries(symbol,KlineConstant.PERIOD_2HOUR,AllticktradeMadeOptions.towHourPeriod);
        map.put(KlineConstant.PERIOD_2HOUR, towHourlyList);
 
        List<Kline> oneHourlyList = getTimeseries(symbol,KlineConstant.PERIOD_60MIN,AllticktradeMadeOptions.hourPeriod);
        map.put(KlineConstant.PERIOD_60MIN, oneHourlyList);
 
        List<Kline> thirtyMinuteList = getTimeseries(symbol,KlineConstant.PERIOD_30MIN,AllticktradeMadeOptions.thirtyPeriod);
        map.put(KlineConstant.PERIOD_30MIN, thirtyMinuteList);
 
        List<Kline> fifteenMinuteList = getTimeseries(symbol,KlineConstant.PERIOD_15MIN,AllticktradeMadeOptions.fifteenPeriod);
        map.put(KlineConstant.PERIOD_15MIN, fifteenMinuteList);
 
        List<Kline> fiveMinuteList = getTimeseries(symbol,KlineConstant.PERIOD_5MIN,AllticktradeMadeOptions.fivePeriod);
        map.put(KlineConstant.PERIOD_5MIN, fiveMinuteList);
 
        List<Kline> oneMinuteList = getTimeseries(symbol,KlineConstant.PERIOD_1MIN,AllticktradeMadeOptions.minutePeriod);
        map.put(KlineConstant.PERIOD_1MIN, oneMinuteList);
        return map;
    }
 
    public List<Kline> getTimeseries(String symbol,String period,int periodType){
        List<Kline> resList = new ArrayList<>();
        // 每次只能取一个月的数据,需要遍历3个月
        for (int i = 0; i < TraderMadeOptions.thirtyMinutePeriod; i++) {
            String resultStr = null;
            try {
                resultStr = getTradeKline(symbol,periodType,AllticktradeMadeOptions.dayKlineNumPeriod);
            } catch (Exception e) {
                continue;
            }
            JSONObject resultJson = JSON.parseObject(resultStr);
            if(null == resultJson || 200 != resultJson.getInteger("ret")){
            }
            JSONObject tempdata = resultJson.getJSONObject("data");
            JSONArray dataArray = tempdata.getJSONArray("kline_list");
            if (dataArray.size() > 0) {
                List<AllticktradeResult> list = JSONObject.parseArray(JSONObject.toJSONString(dataArray), AllticktradeResult.class);
                for (AllticktradeResult result : list) {
                    Kline kline = new Kline();
                    kline.setSymbol(symbol);
                    kline.setPeriod(period);
                    // 毫秒
                    kline.setTs(Long.parseLong(result.getTimestamp()));
                    kline.setOpen(result.getOpen_price());
                    kline.setClose(result.getClose_price());
                    kline.setHigh(result.getHigh_price());
                    kline.setLow(result.getLow_price());
                    kline.setVolume(result.getVolume());
                    resList.add(kline);
                }
            }
        }
        return resList;
    }
 
    public String getTradeKline(String symbol,int type,int num){
        JSONObject json = new JSONObject();
        json.put("trace", UUID.randomUUID().toString());
        JSONObject data = new JSONObject();
        data.put("code", symbol);
        data.put("kline_type", type);
        data.put("kline_timestamp_end", 0);
        data.put("query_kline_num", num);
        json.put("data", data);
        try {
            String url = tradeKline.replace("{1}", URLEncoder.encode(json.toString(), "UTF-8"));
            HttpGet request = new HttpGet(url);
            HttpResponse response = HttpHelper.getHttpclient().execute(request);
            return HttpHelper.responseProc(response);
        } catch (Exception e) {
            System.out.println(e.getMessage());
        }
        return null;
    }
 
 
    /**
     * 1day       历史数据  : 周期 1年
     * 1week,1mon 历史数据  : 周期 5年
     * 请求 350次
     */
    public Map<String, List<Kline>> getDailyWeekMonthHistory(String symbol , List<Kline> klineList) {
        Map<String, List<Kline>> map = new HashMap<>();
        map.put(Kline.PERIOD_1WEEK, buildOneWeekPeriod(symbol, klineList));
        map.put(Kline.PERIOD_1MON, buildOneMonthPeriod(symbol, klineList));
        map.put(Kline.PERIOD_1DAY, buildOneDayPeriod(symbol, klineList));
        map.put(Kline.PERIOD_5DAY, buildFiveDayPeriod(symbol, klineList));
        map.put(Kline.PERIOD_QUARTER, buildOneQuarterPeriod(symbol, klineList));
        map.put(Kline.PERIOD_YEAR, buildOneYearPeriod(symbol, klineList));
 
        return map;
    }
 
    public List<Kline> buildOneDayPeriod(String currency, List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 390, Kline.PERIOD_1DAY , klineList);
 
    }
 
 
    public List<Kline> buildOneWeekPeriod(String currency, List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 390*7, Kline.PERIOD_1WEEK , klineList);
 
    }
 
    public List<Kline> buildOneMonthPeriod(String currency, List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 390*22, Kline.PERIOD_1MON , klineList);
    }
 
    public List<Kline> buildOneQuarterPeriod(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 390*66, Kline.PERIOD_QUARTER , klineList);
    }
 
    public List<Kline> buildOneYearPeriod(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 390*220, Kline.PERIOD_YEAR , klineList);
    }
 
    /**
     * 雪球支持120分钟的,讲120分钟的,
     * Hourly
     * 4hourly 3月
     */
    public List<Kline> buildFiveDayPeriod(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 390*5, Kline.PERIOD_5DAY , klineList);
 
 
    }
 
 
    /**
     * 雪球支持120分钟的,讲120分钟的,
     * Hourly
     * 4hourly 3月
     */
    public List<Kline> getTimeseriesForFourHourly(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 240, Kline.PERIOD_4HOUR , klineList);
 
 
    }
 
    /**
     * Hourly
     * 1hourly 2个小时
     */
    public List<Kline> getTimeseriesForTwoHourly(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 120, Kline.PERIOD_2HOUR , klineList);
    }
 
    /**
     * Hourly
     * 1hourly 1月
     */
    public List<Kline> getTimeseriesForOneHourly(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 60, Kline.PERIOD_60MIN, klineList);
    }
 
    /**
     * Minute
     * 30minute 10天
     * 15minute 5天
     * 5minute  2天
     * 1minute  1天
     */
    public List<Kline> getTimeseriesOneMinute(String currency,  List<Kline> klineList) {
        return klineList;
 
    }
 
    /**
     * Minute
     * 30minute 10天
     * 15minute 5天
     * 5minute  2天
     * 1minute  1天
     */
    public List<Kline> getTimeseriesFiveMinute(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 5, Kline.PERIOD_5MIN, klineList);
 
    }
 
    /**
     * Minute
     * 30minute 10天
     * 15minute 5天
     * 5minute  2天
     * 1minute  1天
     */
    public List<Kline> getTimeseriesFifteenMinute(String currency,  List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 15, Kline.PERIOD_15MIN, klineList);
    }
 
    /**
     * Minute
     * 30minute 15
     * 15minute 15
     * 5minute  15
     * 1minute  15
     */
    public List<Kline> getTimeseriesThirtyMinute(String currency, List<Kline> klineList) {
        return getTimeseriesByMinute(currency, 30, Kline.PERIOD_30MIN, klineList);
    }
 
 
    /**
     * 按多少分钟进行partition聚合
     * @param symbol
     * @param minute
     * @param klineList
     * @return
     */
    public List<Kline> getTimeseriesByMinute(String symbol, int minute, String period, List<Kline> klineList) {
        int decimal = itemService.getDecimal(symbol);
        List<Kline> result = new ArrayList<>();
        // 抽象成minute分钟图,方便前端显示
        List<List<Kline>> partition = Lists.partition(klineList, minute);
        for (List<Kline> list1Min : partition) {
            Double high = list1Min.get(0).getHigh().doubleValue();
            Double low = list1Min.get(0).getLow().doubleValue();
            for (Kline kline : list1Min) {
                if (high <= kline.getHigh().doubleValue()) {
                    high = kline.getHigh().doubleValue();
                }
                if (low >= kline.getLow().doubleValue()) {
                    low = kline.getLow().doubleValue();
                }
            }
            int lastIndex = list1Min.size() - 1;
            Kline kline = new Kline();
            kline.setSymbol(symbol);
            kline.setTs(list1Min.get(lastIndex).getTs());
            kline.setOpen(list1Min.get(0).getOpen().setScale(decimal, BigDecimal.ROUND_DOWN));
            kline.setHigh(new BigDecimal(high).setScale(decimal, BigDecimal.ROUND_DOWN));
            kline.setLow(new BigDecimal(low).setScale(decimal, BigDecimal.ROUND_DOWN));
            kline.setClose(list1Min.get(lastIndex).getClose().setScale(decimal, BigDecimal.ROUND_DOWN));
            kline.setPeriod(period);
            // 格式化小数点位
            // klineOneTop.formatPoint(kline);
            BigDecimal sumAmount = klineList.stream()
                    .map(Kline::getAmount)
                    .filter(Objects::nonNull)
                    .reduce(BigDecimal.ZERO, BigDecimal::add);
            BigDecimal sumVolume = klineList.stream()
                    .map(Kline::getVolume)
                    .filter(Objects::nonNull)
                    .reduce(BigDecimal.ZERO, BigDecimal::add);
            kline.setAmount(sumAmount);
            kline.setVolume(sumVolume);
            result.add(kline);
        }
        return result;
    }
}