Enhance converging triangle analysis with new scripts and data outputs

- Updated all_results.csv with additional stock data and breakout strength metrics.
- Revised report.md to improve clarity and detail on stock selection criteria and results.
- Expanded strong_breakout_down.csv and strong_breakout_up.csv with new entries reflecting recent analysis.
- Introduced new chart images for selected stocks to visualize breakout patterns.
- Added plot_converging_triangles.py script for generating visualizations of stocks meeting convergence criteria.
- Enhanced report_converging_triangles.py to allow for date-specific reporting and improved output formatting.
- Optimized run_converging_triangle.py for performance and added execution time logging.

outputs/converging_triangles/report.md

@@ -1,71 +1,48 @@
-# 收敛三角形突破强度选股简报
+# 收敛三角形当日选股简报
 
-- 生成时间：2026-01-21 17:55
-- 数据范围：20240909 ~ 20260120
-- 记录数：1837
-- 突破方向统计：上破 258 / 下破 251 / 无突破 1328
+## 数据说明
 
-## 筛选条件
-- 强度阈值：> 0.3
-- 每方向最多输出：20 只（按单只股票的最高强度去重）
+- **股票池**：108 只个股（从万得全A按顺序索引，等距50取样）
+- **检测窗口**：400 个交易日
+- **检测算法**：收敛三角形形态识别（基于枢轴点、趋势线拟合与收敛度判定）
 
-## 综合突破强度候选
-| 排名 | 股票 | 日期 | 方向 | 综合强度 | 宽度比 | 放量确认 |
-| --- | --- | --- | --- | --- | --- | --- |
-| 1 | SZ300027 华谊兄弟 | 20260120 | down | 1.0000 | 0.1490 | 否 |
-| 2 | SZ002802 洪汇新材 | 20251211 | down | 1.0000 | 0.5451 | 否 |
-| 3 | SH688550 瑞联新材 | 20251208 | down | 1.0000 | 0.0508 | 否 |
-| 4 | SZ002242 九阳股份 | 20251112 | up | 1.0000 | 0.1145 | 是 |
-| 5 | SH600395 盘江股份 | 20250916 | up | 1.0000 | 0.0011 | 否 |
-| 6 | SZ002493 荣盛石化 | 20250820 | up | 1.0000 | 0.2808 | 是 |
-| 7 | SZ002192 融捷股份 | 20250808 | up | 1.0000 | 0.0833 | 否 |
-| 8 | SH600846 同济科技 | 20241128 | up | 1.0000 | 0.6111 | 否 |
-| 9 | SH600588 用友网络 | 20241104 | up | 1.0000 | 0.1045 | 否 |
-| 10 | SH603237 五芳斋 | 20241104 | up | 1.0000 | 0.0482 | 否 |
-| 11 | SZ300379 *ST东通 | 20241018 | up | 1.0000 | 0.7060 | 是 |
-| 12 | SH603707 健友股份 | 20241008 | up | 1.0000 | 0.3252 | 是 |
-| 13 | SZ002092 中泰化学 | 20241008 | up | 1.0000 | 0.1271 | 是 |
-| 14 | SH601236 红塔证券 | 20240927 | up | 1.0000 | 0.0672 | 是 |
-| 15 | SZ002694 顾地科技 | 20251120 | up | 0.8276 | 0.0439 | 否 |
-| 16 | SZ002293 罗莱生活 | 20250925 | down | 0.7794 | 0.1341 | 否 |
-| 17 | SH600984 建设机械 | 20260120 | down | 0.7263 | 0.2516 | 否 |
-| 18 | SZ002966 苏州银行 | 20260116 | down | 0.6074 | 0.5513 | 是 |
-| 19 | SH600475 华光环能 | 20250519 | up | 0.5628 | 0.2505 | 是 |
-| 20 | SZ002544 普天科技 | 20250723 | down | 0.5161 | 0.0167 | 否 |
+## 20260120 当日统计
 
-## 向上突破候选
-| 排名 | 股票 | 日期 | 强度 | 宽度比 | 触碰(上/下) | 放量确认 |
-| --- | --- | --- | --- | --- | --- | --- |
-| 1 | SZ002242 九阳股份 | 20251112 | 1.0000 | 0.1145 | 8/5 | 是 |
-| 2 | SH600395 盘江股份 | 20250916 | 1.0000 | 0.0011 | 6/6 | 否 |
-| 3 | SZ002493 荣盛石化 | 20250820 | 1.0000 | 0.2808 | 5/5 | 是 |
-| 4 | SZ002192 融捷股份 | 20250808 | 1.0000 | 0.0833 | 4/3 | 否 |
-| 5 | SH600846 同济科技 | 20241128 | 1.0000 | 0.6111 | 8/6 | 否 |
-| 6 | SH600588 用友网络 | 20241104 | 1.0000 | 0.1045 | 3/5 | 否 |
-| 7 | SH603237 五芳斋 | 20241104 | 1.0000 | 0.0482 | 4/5 | 否 |
-| 8 | SZ300379 *ST东通 | 20241018 | 1.0000 | 0.7060 | 2/2 | 是 |
-| 9 | SH603707 健友股份 | 20241008 | 1.0000 | 0.3252 | 4/8 | 是 |
-| 10 | SZ002092 中泰化学 | 20241008 | 1.0000 | 0.1271 | 4/2 | 是 |
-| 11 | SH601236 红塔证券 | 20240927 | 1.0000 | 0.0672 | 4/7 | 是 |
-| 12 | SZ002694 顾地科技 | 20251120 | 0.8276 | 0.0439 | 3/3 | 否 |
-| 13 | SH600475 华光环能 | 20250519 | 0.5628 | 0.2505 | 7/6 | 是 |
-| 14 | SZ002544 普天科技 | 20250818 | 0.3096 | 0.0912 | 5/5 | 是 |
+- 生成时间：2026-01-22 09:21
+- 当日满足收敛三角形的个股：14 只
+  - 向上突破：3 只
+  - 向下突破：3 只
+  - 无突破（形态成立但未突破）：8 只
 
-## 向下突破候选
-| 排名 | 股票 | 日期 | 强度 | 宽度比 | 触碰(上/下) | 放量确认 |
-| --- | --- | --- | --- | --- | --- | --- |
-| 1 | SZ300027 华谊兄弟 | 20260120 | 1.0000 | 0.1490 | 4/3 | 否 |
-| 2 | SZ002802 洪汇新材 | 20251211 | 1.0000 | 0.5451 | 3/6 | 否 |
-| 3 | SH688550 瑞联新材 | 20251208 | 1.0000 | 0.0508 | 6/2 | 否 |
-| 4 | SZ002293 罗莱生活 | 20250925 | 0.7794 | 0.1341 | 4/3 | 否 |
-| 5 | SH600984 建设机械 | 20260120 | 0.7263 | 0.2516 | 5/3 | 否 |
-| 6 | SZ002966 苏州银行 | 20260116 | 0.6074 | 0.5513 | 4/5 | 是 |
-| 7 | SZ002092 中泰化学 | 20251216 | 0.5789 | 0.2660 | 7/5 | 否 |
-| 8 | SZ002544 普天科技 | 20250723 | 0.5161 | 0.0167 | 4/4 | 否 |
-| 9 | SZ002694 顾地科技 | 20251212 | 0.5158 | 0.0057 | 3/3 | 是 |
+## 向上突破
+| 排名 | 股票 | 突破强度 | 宽度比 | 触碰(上/下) | 放量确认 |
+| --- | --- | --- | --- | --- | --- |
+| 1 | SZ300530 领湃科技 | 1.0000 | 0.0465 | 2/3 | 是 |
+| 2 | SZ300998 宁波方正 | 1.0000 | 0.1500 | 3/2 | 否 |
+| 3 | SH603237 五芳斋 | 0.3453 | 0.2090 | 3/2 | 否 |
+
+## 向下突破
+| 排名 | 股票 | 突破强度 | 宽度比 | 触碰(上/下) | 放量确认 |
+| --- | --- | --- | --- | --- | --- |
+| 1 | SZ301355 南王科技 | 1.0000 | 0.2120 | 2/1 | 否 |
+| 2 | SZ002966 苏州银行 | 0.2522 | 0.1703 | 2/2 | 否 |
+| 3 | SZ300841 康华生物 | 0.2141 | 0.1338 | 2/2 | 否 |
+
+## 无突破（形态成立）
+| 排名 | 股票 | 宽度比 | 触碰(上/下) |
+| --- | --- | --- | --- |
+| 1 | SH600281 华阳新材 | 0.5318 | 3/2 |
+| 2 | SH601868 中国能建 | 0.6799 | 2/3 |
+| 3 | SH605138 盛泰集团 | 0.7935 | 2/2 |
+| 4 | SH688550 瑞联新材 | 0.3940 | 2/2 |
+| 5 | SZ002644 佛慈制药 | 0.5627 | 1/3 |
+| 6 | SZ300328 宜安科技 | 0.2335 | 1/3 |
+| 7 | SZ300892 品渥食品 | 0.5224 | 2/2 |
+| 8 | SZ300946 恒而达 | 0.6202 | 2/2 |
 
 ## 说明
-- 强度由价格突破幅度、收敛程度与成交量放大综合计算。
-- 仅统计 `breakout_dir` 与方向一致的记录。
-- 每只股票仅保留强度最高的一条记录（同强度取最新日期）。
-- 综合强度 = max(向上强度, 向下强度)。
+
+- **突破强度**：价格突破幅度、收敛程度与成交量放大综合计算（0~1）
+- **宽度比**：三角形末端宽度 / 起始宽度（越小越收敛）
+- **触碰(上/下)**：价格触碰上沿和下沿的次数
+- **放量确认**：突破时成交量是否显著放大

outputs/converging_triangles/strong_breakout_down.csv

@@ -1,160 +1,348 @@
 stock_idx,date_idx,is_valid,breakout_strength_up,breakout_strength_down,upper_slope,lower_slope,width_ratio,touches_upper,touches_lower,apex_x,breakout_dir,volume_confirmed,false_breakout,window_start,window_end,stock_code,stock_name,date
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-45,7660,True,0.0,0.41772702074516804,0.08553694922345004,0.09833743866672005,0.66720200705156,6,4,1198.9254997154296,down,False,,0,399,SH688550,瑞联新材,20251225
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-81,7657,True,0.0,1.0,-0.002938640365300226,0.0028722781592210507,0.18217799048822234,3,3,487.88122031368954,down,False,,0,399,SZ300027,华谊兄弟,20251222
-81,7658,True,0.0,1.0,-0.002938640365300225,0.0028722781592210515,0.18049827482988334,3,3,486.88122031368925,down,False,,0,399,SZ300027,华谊兄弟,20251223
-81,7659,True,0.0,1.0,-0.002938640365300224,0.0028722781592210485,0.17881164507160502,3,3,485.88122031368977,down,False,,0,399,SZ300027,华谊兄弟,20251224
-81,7660,True,0.0,0.9868647651284065,-0.002938640365300222,0.002872278159221051,0.1771180584352794,3,3,484.8812203136896,down,False,,0,399,SZ300027,华谊兄弟,20251225
-81,7661,True,0.0,0.9665083598159075,-0.0029386403653002225,0.0028722781592210502,0.17541747178917821,3,3,483.8812203136899,down,False,,0,399,SZ300027,华谊兄弟,20251226
-81,7664,True,0.0,1.0,-0.002938640365300223,0.0028722781592210507,0.17370984164428455,3,3,482.88122031369005,down,False,,0,399,SZ300027,华谊兄弟,20251229
-81,7665,True,0.0,1.0,-0.0029386403653002277,0.0028722781592210533,0.171995124150587,3,3,481.88122031368937,down,True,,0,399,SZ300027,华谊兄弟,20251230
-81,7666,True,0.0,1.0,-0.00293864036530023,0.00287227815922105,0.17027327509333104,3,3,480.88122031368965,down,False,,0,399,SZ300027,华谊兄弟,20251231
-81,7671,True,0.0,0.9966540160576123,-0.0029386403653002256,0.002872278159221056,0.16854424988920946,4,3,479.88122031368925,down,False,,0,399,SZ300027,华谊兄弟,20260105
-81,7672,True,0.0,0.8929129472862346,-0.0029386403653002243,0.002872278159221051,0.16680800358252434,4,3,478.88122031368954,down,False,,0,399,SZ300027,华谊兄弟,20260106
-81,7673,True,0.0,0.9838962225177941,-0.002938640365300224,0.002872278159221052,0.16506449084128164,4,3,477.8812203136894,down,False,,0,399,SZ300027,华谊兄弟,20260107
-81,7674,True,0.0,0.8506356045457729,-0.0029386403653002264,0.0028722781592210515,0.16331366595325303,4,3,476.8812203136895,down,False,,0,399,SZ300027,华谊兄弟,20260108
-81,7675,True,0.0,0.7541880653008863,-0.002938640365300224,0.0028722781592210502,0.16155548282197701,4,3,475.88122031368977,down,False,,0,399,SZ300027,华谊兄弟,20260109
-81,7678,True,0.0,0.5303187049287906,-0.0029386403653002243,0.0028722781592210467,0.15978989496271348,4,3,474.8812203136896,down,True,,0,399,SZ300027,华谊兄弟,20260112
-81,7679,True,0.0,0.6534927053731813,-0.002938640365300225,0.0028722781592210537,0.15801685549834885,4,3,473.88122031368954,down,True,,0,399,SZ300027,华谊兄弟,20260113
-81,7680,True,0.0,0.6251700644538551,-0.0029386403653002308,0.002872278159221048,0.15623631715524647,4,3,472.88122031368954,down,True,,0,399,SZ300027,华谊兄弟,20260114
-81,7681,True,0.0,0.8328964180701995,-0.0029386403653002316,0.0028722781592210485,0.15444823225904344,4,3,471.88122031368954,down,False,,0,399,SZ300027,华谊兄弟,20260115
-81,7682,True,0.0,1.0,-0.002938640365300219,0.0028722781592210524,0.15265255273039763,4,3,470.8812203136894,down,False,,0,399,SZ300027,华谊兄弟,20260116
-81,7685,True,0.0,1.0,-0.002938640365300224,0.00287227815922105,0.15084923008067877,4,3,469.8812203136898,down,False,,0,399,SZ300027,华谊兄弟,20260119
-81,7686,True,0.0,1.0,-0.0029386403653002303,0.0028722781592210507,0.14903821540759898,4,3,468.88122031368954,down,False,,0,399,SZ300027,华谊兄弟,20260120
+0,7188,True,0.0,0.3218821894110586,0.01210412738379584,0.01772481661414669,0.3846628954461785,2,2,193.38993068894584,down,False,,0,119,SH600000,浦发银行,20240909
+0,7190,True,0.0,0.34232101949300014,0.0121041273837958,0.016696818682129216,0.4909781916155386,3,2,233.7817320198589,down,False,,0,119,SH600000,浦发银行,20240911
+0,7197,True,0.0,0.3668991009317754,0.012104127383795849,0.016856633219941842,0.4508401143991982,3,2,216.69463323929716,down,False,,0,119,SH600000,浦发银行,20240918
+1,7409,True,0.0,0.4880793564877975,0.0022474792447017933,0.015285245207512897,0.09113814827525693,2,2,130.93299028248816,down,False,,0,119,SH600063,皖维高新,20250418
+2,7398,True,0.0,1.0,-0.007974907186534241,0.05161888259364798,0.004799324391379875,2,2,119.57387380914403,down,True,,0,119,SH600113,浙江东日,20250407
+3,7570,True,0.0,0.462055304893169,0.0046005296309066255,0.10026635379364728,0.09026249579611079,2,1,130.80696294271928,down,False,,0,119,SH600171,上海贝岭,20250926
+3,7573,True,0.0,0.431297628919731,0.004600529630906513,0.09654074322756495,0.1189558670483097,2,2,135.0670137275916,down,False,,0,119,SH600171,上海贝岭,20250929
+4,7295,True,0.0,0.7007876792913872,0.009398458071392873,0.01499846037881175,0.2479436410599633,3,2,158.23282202908436,down,False,,0,119,SH600226,亨通股份,20241225
+4,7301,True,0.0,0.3879073443102258,0.009143856074569412,0.012953248575456482,0.42503847680292756,3,2,206.970371405552,down,False,,0,119,SH600226,亨通股份,20241231
+4,7303,True,0.0,0.37021605428270193,0.009143856074569422,0.012953248575456457,0.42224699995471504,3,2,205.97037140555335,down,False,,0,119,SH600226,亨通股份,20250102
+4,7304,True,0.0,0.6345710114735245,0.009143856074569412,0.012953248575456482,0.41942828524934533,4,2,204.97037140555227,down,False,,0,119,SH600226,亨通股份,20250103
+4,7307,True,0.0,0.6626753941035016,0.009143856074569412,0.01295324857545647,0.41658193207192146,4,2,203.97037140555247,down,False,,0,119,SH600226,亨通股份,20250106
+4,7308,True,0.0,0.5506464128502894,0.009143856074569426,0.012953248575456457,0.41370753191249204,4,2,202.97037140555332,down,False,,0,119,SH600226,亨通股份,20250107
+4,7309,True,0.0,0.4159126350472834,0.009143856074569412,0.012953248575456487,0.41080466817060596,4,2,201.9703714055517,down,False,,0,119,SH600226,亨通股份,20250108
+4,7310,True,0.0,0.37504420621589146,0.00914385607456942,0.012953248575456452,0.4078729159540592,4,2,200.97037140555324,down,False,,0,119,SH600226,亨通股份,20250109
+4,7311,True,0.0,0.588069630277151,0.00914385607456942,0.012953248575456457,0.4049118418715115,4,2,199.97037140555256,down,False,,0,119,SH600226,亨通股份,20250110
+4,7314,True,0.0,0.7014653805989376,0.009143856074569412,0.013891015518603948,0.2915064635277415,4,2,167.96201217660578,down,False,,0,119,SH600226,亨通股份,20250113
+4,7360,True,0.0,0.4260681661968602,0.00609753689231415,0.011086890994185888,0.07588193531978553,3,2,128.77142493819687,down,False,,0,119,SH600226,亨通股份,20250228
+4,7363,True,0.0,0.5038876925881278,0.006097536892314165,0.011276503647974495,0.036978460171015685,3,2,123.56940637187856,down,False,,0,119,SH600226,亨通股份,20250303
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+4,7398,True,0.0,0.765128869652645,0.0014327666516712096,0.006545631422542168,0.2962958215738476,3,2,169.10514907861673,down,True,,0,119,SH600226,亨通股份,20250407
+4,7399,True,0.0,0.8014436882752827,0.0014327666516712008,0.006545631422542154,0.29210972625028125,3,2,168.10514907861767,down,True,,0,119,SH600226,亨通股份,20250408
+6,7538,True,0.0,0.3058982954587991,-0.00731597509742014,0.0269018347425791,0.07247925182490438,2,3,128.29901674343506,down,True,,0,119,SH600336,澳柯玛,20250825
+6,7540,True,0.0,0.6563867864973962,-0.007315975097420126,0.026901834742579078,0.057791556352829974,2,3,126.29901674343525,down,True,,0,119,SH600336,澳柯玛,20250827
+6,7541,True,0.0,0.6259606615808467,-0.007315975097420078,0.026901834742579067,0.05027187688418378,2,3,125.29901674343526,down,False,,0,119,SH600336,澳柯玛,20250828
+6,7542,True,0.0,0.6891342589141009,-0.007315975097420104,0.026901834742579095,0.04263120402933501,2,3,124.29901674343512,down,False,,0,119,SH600336,澳柯玛,20250829
+6,7545,True,0.0,0.764066067462319,-0.007315975097420102,0.026901834742579053,0.03486659388680227,2,3,123.2990167434354,down,False,,0,119,SH600336,澳柯玛,20250901
+6,7546,True,0.0,0.8827687968052115,-0.007315975097420095,0.02690183474257909,0.026975006269724263,2,3,122.29901674343532,down,False,,0,119,SH600336,澳柯玛,20250902
+6,7547,True,0.0,1.0,-0.007315975097420108,0.026901834742579064,0.018953300736955035,2,3,121.2990167434353,down,False,,0,119,SH600336,澳柯玛,20250903
+6,7548,True,0.0,1.0,-0.007315975097420092,0.026901834742579084,0.010798232426170524,2,3,120.2990167434354,down,False,,0,119,SH600336,澳柯玛,20250904
+6,7549,True,0.0,1.0,-0.0073159750974200995,0.026901834742579067,0.002506447677421328,2,3,119.2990167434352,down,False,,0,119,SH600336,澳柯玛,20250905
+7,7618,True,0.0,0.35980098013685946,0.00816538800239607,0.010786758777027469,0.5416894861387302,2,2,259.6492910394399,down,False,,0,119,SH600395,盘江股份,20251113
+7,7619,True,0.0,0.416579011034371,0.00816538800239608,0.01078675877702745,0.5399175481140042,2,2,258.6492910394392,down,False,,0,119,SH600395,盘江股份,20251114
+7,7622,True,0.0,0.3494563680642821,0.008165388002396043,0.010786758777027491,0.538131855438383,2,2,257.6492910394356,down,False,,0,119,SH600395,盘江股份,20251117
+7,7623,True,0.0,0.6631807007895579,0.008165388002396074,0.0107867587770275,0.5363322473323542,2,2,256.6492910394359,down,True,,0,119,SH600395,盘江股份,20251118
+7,7624,True,0.0,0.5727543858160766,0.008165388002396065,0.010786758777027488,0.534518560500751,2,2,255.64929103943714,down,False,,0,119,SH600395,盘江股份,20251119
+7,7625,True,0.0,0.7089113106166356,0.008165388002396022,0.011404753094134102,0.430430887630712,2,2,208.92986894072422,down,False,,0,119,SH600395,盘江股份,20251120
+9,7289,True,0.0,0.368749709444335,0.015386826452857114,0.023223809866759596,0.5976183484050007,2,2,295.7391310669765,down,False,,0,119,SH600531,豫光金铅,20241219
+9,7290,True,0.0,0.5549237905759146,0.015386826452857171,0.025102669467503714,0.5156119488254745,2,2,245.67079991228803,down,False,,0,119,SH600531,豫光金铅,20241220
+9,7293,True,0.0,0.734580020071313,0.015386826452857138,0.02624566829103296,0.46667193858246375,2,2,223.1272055771996,down,False,,0,119,SH600531,豫光金铅,20241223
+9,7294,True,0.0,1.0,0.015386826452857107,0.03181301311257985,0.25652744566760305,2,1,160.05970806394632,down,False,,0,119,SH600531,豫光金铅,20241224
+9,7295,True,0.0,1.0,0.01538682645285719,0.03181301311257988,0.25185327290957643,2,1,159.05970806394666,down,False,,0,119,SH600531,豫光金铅,20241225
+10,7588,True,0.0,0.7295165917479424,0.037216101338279454,0.06563060512665761,0.35238678850809274,2,1,183.75165590871683,down,False,,0,119,SH600588,用友网络,20251014
+11,7294,True,0.0,0.3497196662662147,0.05050668430645535,0.05941945400090621,0.6564293649362868,2,2,346.36254631578805,down,False,,0,119,SH600640,国脉文化,20241224
+11,7295,True,0.0,0.48194142774249954,0.050506684306455274,0.05941945400090622,0.655434553429569,2,2,345.36254631578606,down,False,,0,119,SH600640,国脉文化,20241225
+11,7300,True,0.0,1.0,0.06994262461982005,0.07764541291028651,0.4738300374933293,2,2,226.16266316892057,down,False,,0,119,SH600640,国脉文化,20241230
+11,7301,True,0.0,1.0,0.04531945084548628,0.07764541291028647,0.09400843719346197,3,2,131.34780155277318,down,False,,0,119,SH600640,国脉文化,20241231
+11,7303,True,0.0,1.0,0.04531945084548632,0.07764541291028645,0.08705786685768535,3,2,130.3478015527733,down,False,,0,119,SH600640,国脉文化,20250102
+11,7304,True,0.0,1.0,0.045319450845486345,0.07764541291028654,0.07999982549800791,3,2,129.3478015527728,down,False,,0,119,SH600640,国脉文化,20250103
+11,7307,True,0.0,1.0,0.04531945084548624,0.07764541291028657,0.07283180108799434,3,2,128.34780155277292,down,False,,0,119,SH600640,国脉文化,20250106
+12,7419,True,0.0,0.4519041168947935,-0.02179611341399955,0.032441851098376266,0.06997524230112839,2,1,127.95358297174543,down,False,,0,119,SH600693,东百集团,20250428
+12,7420,True,0.0,0.5703672961188708,-0.021796113413999476,0.03244185109837629,0.06264953525191623,2,1,126.95358297174543,down,False,,0,119,SH600693,东百集团,20250429
+12,7421,True,0.0,0.6674294849414366,-0.02179611341399957,0.03244185109837628,0.05520750428596582,2,1,125.95358297174538,down,False,,0,119,SH600693,东百集团,20250430
+12,7427,True,0.0,0.47877614775441263,-0.021796113413999476,0.032441851098376294,0.04764635659220407,2,1,124.95358297174533,down,False,,0,119,SH600693,东百集团,20250506
+12,7428,True,0.0,0.5548643210753519,-0.021796113413999472,0.03244185109837628,0.039963209235142745,2,1,123.9535829717455,down,False,,0,119,SH600693,东百集团,20250507
+12,7430,True,0.0,0.4234862607395323,-0.021796113413999493,0.0324418510983763,0.024218910996896558,3,1,121.95358297174532,down,False,,0,119,SH600693,东百集团,20250509
+12,7433,True,0.0,0.42477479209208985,-0.021796113413999497,0.0324418510983763,0.016151509725856453,3,1,120.95358297174535,down,False,,0,119,SH600693,东百集团,20250512
+12,7434,True,0.0,0.5417808901861444,-0.021796113413999646,0.032441851098376315,0.007949599737841498,3,1,119.95358297174533,down,False,,0,119,SH600693,东百集团,20250513
+12,7464,True,0.0,0.4617601799821646,-0.02179611341399955,0.02261169058800601,0.035749028898746926,3,1,123.41185393268758,down,False,,0,119,SH600693,东百集团,20250612
+12,7465,True,0.0,0.6543565289108875,-0.021137996459511758,0.02261169058800595,0.04041996355691236,3,1,124.01258413118086,down,False,,0,119,SH600693,东百集团,20250613
+12,7468,True,0.0,0.6680223137069116,-0.021137996459511716,0.02261169058800593,0.032619297932167654,3,1,123.01258413118084,down,False,,0,119,SH600693,东百集团,20250616
+12,7469,True,0.0,0.6257108848174884,-0.021137996459511733,0.02261169058800598,0.02469076573234273,2,1,122.01258413118074,down,False,,0,119,SH600693,东百集团,20250617
+12,7470,True,0.0,0.8197043410106918,-0.021137996459511723,0.022611690588005988,0.016631197041450108,2,1,121.01258413118074,down,False,,0,119,SH600693,东百集团,20250618
+12,7471,True,0.0,1.0,-0.0211379964595117,0.022611690588005967,0.008437316290715624,2,1,120.01258413118087,down,False,,0,119,SH600693,东百集团,20250619
+12,7472,True,0.0,1.0,-0.021137996459511723,0.022611690588005946,0.00010573781985124133,2,1,119.01258413118092,down,False,,0,119,SH600693,东百集团,20250620
+12,7479,True,0.0,0.32361217283504423,-0.02113799645951173,0.01310045147563572,0.06962769758941462,2,2,127.90578534170908,down,False,,0,119,SH600693,东百集团,20250627
+13,7300,True,0.0,1.0,0.01754247001801052,0.022081257147257546,0.30022165240105203,2,1,170.0538469192539,down,True,,0,119,SH600744,华银电力,20241230
+17,7290,True,0.0,0.3542516719648254,0.021655665786689867,0.02980473075667763,0.34812790585760633,2,2,182.55114932716518,down,False,,0,119,SH600984,建设机械,20241220
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+22,7602,True,0.0,0.3007548921000005,0.03660067782527252,0.07612957122282303,0.3440900590383457,2,2,181.4273462992945,down,False,,0,119,SH603005,晶方科技,20251028
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+24,7297,True,0.0,0.3638485305754915,0.03581087944475074,0.04433187390552635,0.6149678552094363,3,2,309.06510432974227,down,False,,0,119,SH603118,共进股份,20241227
+26,7301,True,0.0,0.3585787232249339,0.05110669269597664,0.06009952273940681,0.7706667902111696,3,2,518.8956283722482,down,False,,0,119,SH603237,五芳斋,20241231
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+28,7385,True,0.0,0.960241625903441,0.08441071094522067,0.15168765925806546,0.2757303727130552,2,1,164.30345208008288,down,False,,0,119,SH603379,三美股份,20250325
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+30,7301,True,0.0,0.8074298893600182,0.013914771963214266,0.024761766227408055,0.15306392623104162,3,2,140.50647231311913,down,False,,0,119,SH603618,杭电股份,20241231
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+30,7309,True,0.0,0.8211728757092371,0.013914771963214206,0.02135167421456357,0.35123883888868396,3,2,183.4265167726056,down,False,,0,119,SH603618,杭电股份,20250108
+30,7310,True,0.0,0.7887881677053994,0.013914771963214242,0.02135167421456351,0.3476825512799104,3,2,182.4265167726076,down,False,,0,119,SH603618,杭电股份,20250109
+30,7311,True,0.0,1.0,0.013914771963214207,0.021351674214563538,0.34408706005666095,3,2,181.42651677260656,down,False,,0,119,SH603618,杭电股份,20250110
+30,7314,True,0.0,1.0,0.013914771963214214,0.023468324428547082,0.18857433052882822,3,2,146.65545406957057,down,False,,0,119,SH603618,杭电股份,20250113
+30,7315,True,0.0,1.0,0.013914771963214268,0.02279124709597759,0.23080016886452537,2,2,154.70622221059895,down,False,,0,119,SH603618,杭电股份,20250114
+34,7545,True,0.0,0.31466295086488444,0.011572147630128904,0.05608673758524367,0.2871734628365497,3,2,166.94103515497125,down,False,,0,119,SH603990,麦迪科技,20250901
+35,7238,True,0.0,0.7510938181680384,-0.0038205497513188703,0.02452368532851654,0.018053752154235277,2,2,121.18789624286181,down,False,,0,119,SH605138,盛泰集团,20241029
+38,7548,True,0.0,0.3217129811411878,0.019247705177420128,0.07672624174618023,0.3495297318995776,1,2,182.9445646263239,down,False,,0,119,SH688089,嘉必优,20250904
+43,7314,True,0.0,0.4156730054758305,0.08283799989571926,0.12757336485716592,0.32255448455938446,1,1,175.65988302779087,down,False,,0,119,SH688377,迪威尔,20250113
+43,7318,True,0.0,0.36732117844999196,0.08283799989571927,0.12757336485716586,0.3067687225399396,2,1,171.65988302779076,down,False,,0,119,SH688377,迪威尔,20250117
+43,7321,True,0.0,0.5232785755937515,0.08283799989571922,0.12757336485716592,0.3027066590651435,2,1,170.65988302779064,down,False,,0,119,SH688377,迪威尔,20250120
+43,7322,True,0.0,0.48949011067244225,0.08283799989571927,0.12757336485716586,0.29859671080577693,2,1,169.65988302779135,down,False,,0,119,SH688377,迪威尔,20250121
+45,7412,True,0.0,0.5474623927035214,0.05639929750903379,0.13614605962453186,0.31948087728649655,2,2,174.86650415567925,down,True,,0,119,SH688550,瑞联新材,20250421
+45,7413,True,0.0,0.4774098444667424,0.056399297509033886,0.13614605962453205,0.3155668449315123,2,2,173.86650415567934,down,False,,0,119,SH688550,瑞联新材,20250422
+45,7414,True,0.0,0.4555779814138694,0.05639929750903391,0.1361460596245319,0.31160752870416664,2,2,172.86650415567988,down,False,,0,119,SH688550,瑞联新材,20250423
+45,7415,True,0.0,0.4635621361929907,0.05639929750903399,0.13614605962453222,0.30760213815597215,2,2,171.8665041556792,down,False,,0,119,SH688550,瑞联新材,20250424
+45,7416,True,0.0,0.35510404245776445,0.05639929750903387,0.13614605962453227,0.3035498643339866,2,2,170.86650415567894,down,False,,0,119,SH688550,瑞联新材,20250425
+47,7499,True,0.0,1.0,0.09381176181301948,0.167499152168591,0.16127278049291144,2,1,141.88164784962512,down,False,,0,119,SH688679,通源环境,20250717
+47,7500,True,0.0,1.0,0.0938117618130195,0.16749915216859082,0.1553193633352545,2,1,140.88164784962532,down,False,,0,119,SH688679,通源环境,20250718
+47,7503,True,0.0,1.0,0.09381176181301935,0.16749915216859093,0.14928082540229426,2,1,139.88164784962504,down,False,,0,119,SH688679,通源环境,20250721
+47,7504,True,0.0,1.0,0.09381176181301938,0.16749915216859068,0.14315532798942757,2,1,138.88164784962527,down,False,,0,119,SH688679,通源环境,20250722
+47,7505,True,0.0,1.0,0.09381176181301948,0.16749915216859082,0.13694097905050942,2,1,137.88164784962524,down,False,,0,119,SH688679,通源环境,20250723
+47,7506,True,0.0,1.0,0.09381176181301952,0.16749915216859074,0.1306358312494138,2,1,136.88164784962538,down,False,,0,119,SH688679,通源环境,20250724
+47,7507,True,0.0,1.0,0.09381176181301952,0.15897147436608378,0.19401141625180504,2,1,147.64477115370366,down,False,,0,119,SH688679,通源环境,20250725
+47,7510,True,0.0,1.0,0.09381176181301945,0.15252529907996026,0.2459017851085428,2,1,157.80437832905952,down,False,,0,119,SH688679,通源环境,20250728
+47,7511,True,0.0,1.0,0.09381176181301949,0.15020469702077693,0.26291300869197415,2,1,161.44634405882545,down,False,,0,119,SH688679,通源环境,20250729
+47,7540,True,0.0,0.4893229489772938,0.05065544482891417,0.10385234110064101,0.3107498614867236,1,2,172.65139802029626,down,False,,0,119,SH688679,通源环境,20250827
+47,7541,True,0.0,0.4062130590062282,0.050655444828914306,0.10385234110064098,0.3067344549915686,1,2,171.65139802029645,down,False,,0,119,SH688679,通源环境,20250828
+47,7542,True,0.0,0.5053237588876958,0.0506554448289142,0.103852341100641,0.30267198874135826,1,2,170.65139802029609,down,False,,0,119,SH688679,通源环境,20250829
+47,7545,True,0.0,0.8330877452405432,0.05065544482891425,0.1038523411006411,0.2985616305633768,1,2,169.65139802029603,down,False,,0,119,SH688679,通源环境,20250901
+47,7546,True,0.0,0.8431356120719972,0.05065544482891422,0.10385234110064107,0.2944025285477957,1,2,168.65139802029577,down,False,,0,119,SH688679,通源环境,20250902
+47,7547,True,0.0,0.9496919582677287,0.050655444828914195,0.10385234110064098,0.290193810459048,1,2,167.65139802029626,down,False,,0,119,SH688679,通源环境,20250903
+47,7548,True,0.0,0.9764273801936616,0.05065544482891412,0.10385234110064098,0.2859345831259855,1,2,166.65139802029603,down,False,,0,119,SH688679,通源环境,20250904
+47,7549,True,0.0,1.0,0.05065544482891411,0.10385234110064098,0.2816239318099818,1,2,165.651398020296,down,False,,0,119,SH688679,通源环境,20250905
+47,7552,True,0.0,0.6821228157466441,0.050655444828914216,0.10385234110064101,0.2772609195499742,1,2,164.65139802029606,down,False,,0,119,SH688679,通源环境,20250908
+47,7553,True,0.0,0.8858026745269495,0.050655444828914285,0.10385234110064095,0.27284458648351184,2,1,163.65139802029634,down,False,,0,119,SH688679,通源环境,20250909
+47,7554,True,0.0,0.9936789252234248,0.05065544482891418,0.1038523411006409,0.2683739491427503,2,1,162.65139802029623,down,False,,0,119,SH688679,通源环境,20250910
+47,7555,True,0.0,1.0,0.05065544482891424,0.10385234110064095,0.2638479997243273,2,1,161.65139802029626,down,False,,0,119,SH688679,通源环境,20250911
+47,7556,True,0.0,1.0,0.050655444828914244,0.10283398368008066,0.27249212464743394,2,2,163.572112456281,down,False,,0,119,SH688679,通源环境,20250912
+50,7566,True,0.0,0.6676519179667509,0.027952456992167207,0.029965414955106174,0.672107510960789,2,2,362.92383625100035,down,False,,0,119,SZ000411,英特集团,20250922
+54,7293,True,0.0,0.30178329610681787,0.02492074162267691,0.03394162599899712,0.6494297615296506,1,2,339.4469551072992,down,False,,0,119,SZ000722,湖南发展,20241223
+54,7301,True,0.0,1.0,0.021987742327514086,0.04916526927326229,0.14258799506575695,1,2,138.7897525520725,down,False,,0,119,SZ000722,湖南发展,20241231
+57,7239,True,0.0,0.3878974978744108,0.00767536695184848,0.028964657892942766,0.004147507659979147,1,1,119.49560895346835,down,False,,0,119,SZ000931,中关村,20241030
+57,7301,True,0.0,1.0,0.011664416768169308,0.02016522348018518,0.25786809576321046,2,3,160.3488535132848,down,False,,0,119,SZ000931,中关村,20241231
+57,7303,True,0.0,1.0,0.011664416768169285,0.02016522348018517,0.25321081779807925,2,3,159.34885351328523,down,False,,0,119,SZ000931,中关村,20250102
+57,7527,True,0.0,0.3093423224339535,0.008706357047331217,0.020358453211586993,0.1888150145509221,3,2,146.69896772574103,down,False,,0,119,SZ000931,中关村,20250814
+57,7531,True,0.0,0.3571599624411537,0.008706357047331194,0.020358453211586986,0.1776029789960248,3,2,144.69896772574123,down,False,,0,119,SZ000931,中关村,20250818
+57,7533,True,0.0,0.3765878537415934,0.00870635704733119,0.020358453211586993,0.1660766584611112,3,2,142.69896772574106,down,False,,0,119,SZ000931,中关村,20250820
+57,7534,True,0.0,0.34703764613168936,0.008706357047331206,0.02035845321158699,0.1601914826202202,2,2,141.69896772574117,down,False,,0,119,SZ000931,中关村,20250821
+57,7535,True,0.0,0.4540090983198852,0.008706357047331182,0.02035845321158701,0.15422265050329004,2,2,140.69896772574066,down,True,,0,119,SZ000931,中关村,20250822
+57,7538,True,0.0,0.3455562473210449,0.008706357047331246,0.020358453211586976,0.14816836561296443,2,2,139.69896772574137,down,True,,0,119,SZ000931,中关村,20250825
+57,7539,True,0.0,0.3012017242398139,0.008706357047331201,0.020358453211587007,0.14202677964188545,2,2,138.69896772574077,down,False,,0,119,SZ000931,中关村,20250826
+57,7540,True,0.0,0.522834621755651,0.008706357047331208,0.02035845321158701,0.13579599059147734,2,2,137.6989677257408,down,True,,0,119,SZ000931,中关村,20250827
+57,7541,True,0.0,0.6614431835027358,0.008706357047331177,0.02035845321158697,0.12947404080805172,2,2,136.69896772574114,down,True,,0,119,SZ000931,中关村,20250828
+57,7542,True,0.0,0.7753372053045434,0.008706357047331215,0.020358453211587003,0.12305891493213968,2,2,135.69896772574117,down,False,,0,119,SZ000931,中关村,20250829
+57,7545,True,0.0,0.657185385577293,0.014683958136686834,0.020358453211587007,0.3491540629910807,2,2,182.83896884550916,down,False,,0,119,SZ000931,中关村,20250901
+57,7546,True,0.0,0.736144813953996,0.01516496503146571,0.020358453211586997,0.37542670930152316,2,2,190.5300815328161,down,False,,0,119,SZ000931,中关村,20250902
+57,7547,True,0.0,0.8437757568699411,0.015164965031465747,0.02035845321158698,0.37213133114494645,2,2,189.53008153281758,down,False,,0,119,SZ000931,中关村,20250903
+57,7548,True,0.0,0.8168839786458453,0.015164965031465753,0.02035845321158696,0.36880099434272606,2,2,188.53008153281883,down,False,,0,119,SZ000931,中关村,20250904
+57,7549,True,0.0,0.7942102772613981,0.013492867187955086,0.020358453211586965,0.26795860691998796,2,2,162.55911363060494,down,False,,0,119,SZ000931,中关村,20250905
+57,7552,True,0.0,0.6872355190553263,0.013492867187955164,0.02035845321158698,0.26342750139069315,2,2,161.55911363060542,down,False,,0,119,SZ000931,中关村,20250908
+58,7301,True,0.0,0.4872974863639073,-0.010860798074640058,0.03280782143831503,0.010115403899045337,2,3,120.21603373638482,down,True,,0,119,SZ000998,隆平高科,20241231
+58,7303,True,0.0,0.7636035118790783,-0.010860798074640087,0.032807821438314934,0.0018121198098445203,2,3,119.21603373638483,down,True,,0,119,SZ000998,隆平高科,20250102
+59,7587,True,0.0,0.34568234924324487,0.029064006539958137,0.09414458259168168,0.08235456720843783,2,1,129.67971696648783,down,True,,0,119,SZ001287,中电港,20251013
+61,7610,True,0.0,0.32096058416792994,0.0040313964477233935,0.007208631420603487,0.7303183355733568,2,3,441.26099656422673,down,False,,0,119,SZ002042,华孚时尚,20251105
+62,7311,True,0.0,1.0,0.025169325418166983,0.028928802003431293,0.45714154154276937,3,1,219.20999506609945,down,False,,0,119,SZ002092,中泰化学,20250110
+62,7314,True,0.0,1.0,0.025169325418167025,0.028909856411474498,0.45687518049915465,3,1,219.10248938607893,down,False,,0,119,SZ002092,中泰化学,20250113
+62,7315,True,0.0,1.0,0.025169325418166945,0.028442412752557107,0.5110833229919299,3,1,243.39525648464559,down,False,,0,119,SZ002092,中泰化学,20250114
+62,7399,True,0.0,0.44672439294413047,-0.003333952742883176,0.005627804107358382,0.2641737708590472,5,2,161.7229656775455,down,True,,0,119,SZ002092,中泰化学,20250408
+62,7527,True,0.0,0.3960959992102995,-0.0023080085795417603,0.011055055490027376,0.0954883500708649,1,3,131.56270569795666,down,False,,0,119,SZ002092,中泰化学,20250814
+62,7528,True,0.0,0.32429169262672636,-0.002308008579541739,0.011055055490027405,0.08856055514585999,2,3,130.56270569795663,down,False,,0,119,SZ002092,中泰化学,20250815
+62,7531,True,0.0,0.34057349038425605,-0.0023080085795417265,0.01105505549002739,0.08152581903145069,2,3,129.56270569795674,down,False,,0,119,SZ002092,中泰化学,20250818
+62,7532,True,0.0,0.3442860592595693,-0.002308008579541709,0.011055055490027391,0.07438164626391111,2,3,128.56270569795677,down,False,,0,119,SZ002092,中泰化学,20250819
+62,7533,True,0.0,0.34381598470994995,-0.0023080085795417317,0.011055055490027402,0.06712546312894345,2,3,127.56270569795637,down,False,,0,119,SZ002092,中泰化学,20250820
+62,7534,True,0.0,0.3475570868593546,-0.0023080085795417183,0.011055055490027407,0.059754614570305294,2,3,126.5627056979564,down,False,,0,119,SZ002092,中泰化学,20250821
+62,7535,True,0.0,0.3962462894452066,-0.002308008579541705,0.011055055490027436,0.05226636095070408,2,3,125.56270569795642,down,False,,0,119,SZ002092,中泰化学,20250822
+62,7538,True,0.0,0.3246576320314243,-0.0023080085795417365,0.011055055490027428,0.044657874656679135,2,3,124.56270569795613,down,True,,0,119,SZ002092,中泰化学,20250825
+62,7542,True,0.0,0.3019658371835342,-0.00040666232968309047,0.01105505549002742,0.10368468794625475,2,3,132.76577829216478,down,False,,0,119,SZ002092,中泰化学,20250829
+62,7546,True,0.0,0.4052400665200485,-0.0004066623296831032,0.011055055490027403,0.08997597418704889,2,3,130.76577829216527,down,False,,0,119,SZ002092,中泰化学,20250902
+62,7547,True,0.0,0.5373967151703867,-0.0004066623296831133,0.011055055490027402,0.0829631543373957,2,3,129.76577829216518,down,False,,0,119,SZ002092,中泰化学,20250903
+62,7548,True,0.0,0.5819376873886993,-0.0004066623296831442,0.011055055490027391,0.0758414108289464,2,3,128.76577829216507,down,False,,0,119,SZ002092,中泰化学,20250904
+62,7549,True,0.0,0.5243622645190754,-0.00040666232968314414,0.011055055490027419,0.06860818608344348,2,3,127.76577829216484,down,False,,0,119,SZ002092,中泰化学,20250905
+62,7553,True,0.0,0.34371642721671763,-0.0004066623296831195,0.011055055490027419,0.05379665584740968,2,2,125.76577829216522,down,False,,0,119,SZ002092,中泰化学,20250909
+62,7554,True,0.0,0.3883214933020966,-0.00040666232968311617,0.011055055490027431,0.04621281869987663,2,2,124.76577829216475,down,False,,0,119,SZ002092,中泰化学,20250910
+62,7555,True,0.0,0.34702397798549073,-0.0004066623296831313,0.011055055490027414,0.03850643011281301,2,2,123.76577829216512,down,False,,0,119,SZ002092,中泰化学,20250911
+62,7556,True,0.0,0.40398711668364845,-0.00040666232968314213,0.011055055490027391,0.030674495323958415,2,2,122.76577829216514,down,False,,0,119,SZ002092,中泰化学,20250912
+62,7562,True,0.0,0.3888214432630217,-0.0004066623296831116,0.008660583922751326,0.19746859160817729,3,2,148.2808009202554,down,False,,0,119,SZ002092,中泰化学,20250918
+62,7566,True,0.0,0.4177865322089339,-0.0004066623296831549,0.008660583922751312,0.18649611397142443,3,2,146.28080092025525,down,False,,0,119,SZ002092,中泰化学,20250922
+63,7349,True,0.0,0.5384492867453967,-0.021856430530961538,0.07897937501644514,0.0013119950065625754,2,3,119.15633251325771,down,True,,0,119,SZ002142,宁波银行,20250217
+63,7559,True,0.0,0.507803105942993,0.0649140946408206,0.0732445715387715,0.6086177191525508,2,2,304.0505557439458,down,False,,0,119,SZ002142,宁波银行,20250915
+71,7503,True,0.0,0.306112990778198,0.009337475976515257,0.07307124223334634,0.2335776295066438,4,2,155.2668666539549,down,False,,0,119,SZ002544,普天科技,20250721
+71,7504,True,0.0,0.4120787217689632,0.009337475976515517,0.0730712422333462,0.22860947019209552,4,2,154.26686665395536,down,False,,0,119,SZ002544,普天科技,20250722
+71,7505,True,0.0,0.490376837115717,0.009337475976515346,0.07307124223334643,0.22357648069704852,4,2,153.26686665395508,down,False,,0,119,SZ002544,普天科技,20250723
+71,7506,True,0.0,0.4616678111196519,0.009337475976515523,0.07307124223334655,0.21847738372102962,4,2,152.2668666539549,down,False,,0,119,SZ002544,普天科技,20250724
+71,7507,True,0.0,0.5127914733771181,0.009337475976515013,0.07138766987630353,0.22788947427090417,4,2,154.12301223018497,down,False,,0,119,SZ002544,普天科技,20250725
+71,7510,True,0.0,1.0,0.00933747597651559,0.09325699435012687,0.04759074349176178,4,2,124.94628667961784,down,True,,0,119,SZ002544,普天科技,20250728
+73,7519,True,0.0,0.6131189224170537,0.03148446594463551,0.0458782564076619,0.4748490764648582,2,1,226.6015247558387,down,True,,0,119,SZ002644,佛慈制药,20250806
+73,7520,True,0.0,0.5216194243501976,0.041023971134083875,0.04515819492299026,0.769364247736428,2,1,515.965104421477,down,False,,0,119,SZ002644,佛慈制药,20250807
+79,7286,True,0.0,0.9338543540197807,0.016086985399704642,0.041745577080288504,0.1140674298601084,1,2,134.32173509684773,down,False,,0,119,SZ002966,苏州银行,20241216
+79,7287,True,0.0,0.9448206400523191,0.016086985399704674,0.04174557708028885,0.10742235755065122,1,2,133.3217350968467,down,False,,0,119,SZ002966,苏州银行,20241217
+79,7685,True,0.0,0.3069034700506204,-0.0009346359824004246,0.007043519953622524,0.16334636091315538,2,2,142.23329038511207,down,False,,0,119,SZ002966,苏州银行,20260119
+80,7524,True,0.0,0.5224714724531874,-0.04973331428362471,0.10484201196377706,0.02890594871852398,2,3,122.54219850586574,down,False,,0,119,SZ003019,宸展光电,20250811
+89,7548,True,0.0,0.3702133975874215,0.028381815751268687,0.04085912875966606,0.6880889332750697,2,3,381.519005559826,down,False,,0,119,SZ300429,强力新材,20250904
+89,7553,True,0.0,0.3184457142227804,0.02838181575126866,0.04085912875966603,0.6856168428742432,2,2,378.51900555982587,down,False,,0,119,SZ300429,强力新材,20250909
+89,7554,True,0.0,0.5157971393431102,0.028381815751268694,0.04359195382045292,0.6186208005831727,2,2,312.0254072114174,down,False,,0,119,SZ300429,强力新材,20250910
+89,7555,True,0.0,1.0,0.028381815751268587,0.06332026408432145,0.16302106970776964,2,2,142.17801152826064,down,False,,0,119,SZ300429,强力新材,20250911
+89,7617,True,0.0,0.3557037571463226,0.00015790646699846125,0.02507353917641646,0.4023374531727506,3,2,199.10901332486583,down,False,,0,119,SZ300429,强力新材,20251112
+89,7618,True,0.0,0.3207842331344974,0.0001579064669984801,0.025073539176416516,0.39932061644837735,3,2,198.10901332486486,down,False,,0,119,SZ300429,强力新材,20251113
+89,7619,True,0.0,0.45382122131489633,0.00015790646699851918,0.025073539176416432,0.39627316887904135,3,2,197.10901332486577,down,False,,0,119,SZ300429,强力新材,20251114
+89,7622,True,0.0,0.35780457538312554,0.00015790646699850543,0.025073539176416432,0.3931946421918424,3,2,196.10901332486597,down,False,,0,119,SZ300429,强力新材,20251117
+89,7626,True,0.0,0.36808731616887924,0.00015790646699845364,0.02088893424968871,0.4515088834872685,3,2,216.95884658368533,down,True,,0,119,SZ300429,强力新材,20251121
+91,7563,True,0.0,0.31058649305635627,-0.14289470663849524,0.16856873415003318,0.14989022683535586,1,1,139.98192204873385,down,False,,0,119,SZ300530,领湃科技,20250919
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+97,7673,True,0.0,0.3746905780200792,-0.11143918064974533,0.10775014478557847,0.22119714169460702,2,2,152.79861743051845,down,False,,0,119,SZ300841,康华生物,20260107
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+98,7533,True,0.0,0.32030122715873277,-0.0677460704889404,0.14311042893611695,0.0895901628443025,2,2,130.7103626777362,down,True,,0,119,SZ300892,品渥食品,20250820
+98,7535,True,0.0,0.30447168127573704,-0.06774607048894057,0.14311042893611714,0.07544351888782187,2,2,128.71036267773619,down,True,,0,119,SZ300892,品渥食品,20250822
+98,7546,True,0.0,0.42934211583969806,-0.04162317661315885,0.1431104289361172,0.11826902357303616,1,2,134.96180034665835,down,False,,0,119,SZ300892,品渥食品,20250902
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+98,7563,True,0.0,0.3162699740548403,-0.0416231766131588,0.12359923586442965,0.12430437128855175,2,2,135.89196531117076,down,False,,0,119,SZ300892,品渥食品,20250919
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+98,7568,True,0.0,0.7227756236287857,-0.04162317661315887,0.12359923586442974,0.10453578046379353,1,2,132.89196531117062,down,False,,0,119,SZ300892,品渥食品,20250924
+98,7569,True,0.0,0.7158243963712327,-0.04162317661315899,0.12359923586442959,0.09774640389014526,1,2,131.89196531117074,down,False,,0,119,SZ300892,品渥食品,20250925
+98,7570,True,0.0,0.6758189286212758,-0.04162317661315901,0.10585170329014862,0.14204085306658656,1,2,138.70124285677167,down,False,,0,119,SZ300892,品渥食品,20250926
+99,7294,True,0.0,0.7438178652984445,0.061572838908923656,0.1294001299152065,0.34673398052384036,1,1,182.16162551271776,down,False,,0,119,SZ300946,恒而达,20241224
+99,7295,True,0.0,0.9523137591784044,0.07047950190788259,0.12940012991520708,0.40208029759833924,1,1,199.0233797648971,down,False,,0,119,SZ300946,恒而达,20241225
+99,7542,True,0.0,0.6786868158635052,-0.01096884122304557,0.42970998523697096,0.1514349327533516,2,2,140.2367415219213,down,False,,0,119,SZ300946,恒而达,20250829
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+99,7546,True,0.0,0.5511153598027518,-0.010968841223045235,0.4297099852369709,0.13915794968930775,2,2,138.23674152192135,down,False,,0,119,SZ300946,恒而达,20250902
+99,7547,True,0.0,0.8934655872787822,-0.010968841223045771,0.42970998523697107,0.1328852705163377,2,2,137.23674152192123,down,False,,0,119,SZ300946,恒而达,20250903
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+99,7570,True,0.0,1.0,-0.010968841223045459,0.42970998523697085,0.010285886878395762,2,1,120.23674152192139,down,True,,0,119,SZ300946,恒而达,20250926
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+99,7574,True,0.0,0.6746969029137617,-0.010968841223045539,0.38005523781098866,0.07424698068865392,2,1,128.5440041972775,down,False,,0,119,SZ300946,恒而达,20250930
+99,7583,True,0.0,0.6067496717700508,-0.010968841223045728,0.3800552378109884,0.06698867775910691,2,1,127.54400419727759,down,False,,0,119,SZ300946,恒而达,20251009
+99,7584,True,0.0,1.0,-0.010968841223045634,0.41233468644727234,0.0203311925687789,2,1,121.46962228186956,down,False,,0,119,SZ300946,恒而达,20251010
+99,7608,True,0.0,1.0,-0.010968841223045542,0.3180047038498955,0.023436820566148056,2,2,121.85591521993335,down,False,,0,119,SZ300946,恒而达,20251103
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+106,7538,True,0.0,0.951305590956681,0.029927525492596415,0.06020145878784804,0.07046859449205378,2,1,128.02149480358003,down,False,,0,119,SZ301355,南王科技,20250825
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+106,7545,True,0.0,0.7743187842558819,0.029927525492596453,0.0492641968631826,0.34360327483161723,2,2,181.29279967000664,down,False,,0,119,SZ301355,南王科技,20250901
+106,7546,True,0.0,0.8285209847732551,0.029927525492596432,0.04926419686318258,0.3399625485997885,2,2,180.29279967000642,down,False,,0,119,SZ301355,南王科技,20250902
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+106,7685,True,0.0,1.0,0.045028369956923976,0.08630111671666404,0.1194576129334914,2,1,135.14397688048126,down,False,,0,119,SZ301355,南王科技,20260119
+106,7686,True,0.0,1.0,0.045028369956923935,0.07941004530226788,0.2119666492931586,2,1,151.00883724433828,down,False,,0,119,SZ301355,南王科技,20260120
+107,7512,True,0.0,0.5095468953311301,-0.03651618152350843,0.16671879427599845,0.008077381237705418,1,2,119.96903563756446,down,False,,0,119,SZ301458,钧崴电子,20250730
+107,7559,True,0.0,0.5167592889798196,0.042237568549449885,0.13699987649133774,0.19720609486705157,1,2,148.23231621357758,down,False,,0,119,SZ301458,钧崴电子,20250915
+107,7560,True,0.0,0.6518432648493936,0.04566199021741066,0.14410760210955198,0.14237845181055978,2,2,138.75584195759276,down,False,,0,119,SZ301458,钧崴电子,20250916
+107,7561,True,0.0,0.37758773812541985,0.0456619902174106,0.1349792743583982,0.21200943281106838,2,2,151.01703618676464,down,False,,0,119,SZ301458,钧崴电子,20250917
+107,7562,True,0.0,0.5223513755354027,0.049018815069866585,0.13497927435839818,0.21654932215847136,2,2,151.8921399466458,down,False,,0,119,SZ301458,钧崴电子,20250918
+107,7563,True,0.0,0.3141015411170489,0.04901881506986667,0.13497927435839838,0.21135719831346017,2,2,150.89213994664559,down,True,,0,119,SZ301458,钧崴电子,20250919
+107,7566,True,0.0,0.38635038036102276,0.04901881506986665,0.13497927435839824,0.20609579633489625,2,2,149.89213994664559,down,False,,0,119,SZ301458,钧崴电子,20250922
+107,7567,True,0.0,0.4822691504706111,0.053226970292771604,0.13497927435839832,0.21431562158093423,2,2,151.46031061410275,down,False,,0,119,SZ301458,钧崴电子,20250923
+107,7568,True,0.0,0.3400433400405493,0.05559486655222884,0.13497927435839827,0.21723456750494421,2,2,152.02510874897587,down,False,,0,119,SZ301458,钧崴电子,20250924

outputs/converging_triangles/strong_breakout_up.csv

@@ -1,217 +1,285 @@
 stock_idx,date_idx,is_valid,breakout_strength_up,breakout_strength_down,upper_slope,lower_slope,width_ratio,touches_upper,touches_lower,apex_x,breakout_dir,volume_confirmed,false_breakout,window_start,window_end,stock_code,stock_name,date
-7,7513,True,0.67545492083845,0.0,-0.0064824070003627636,-0.0017516195268630443,0.13992019271533362,7,7,463.910437869332,up,False,,0,399,SH600395,盘江股份,20250731
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-7,7526,True,0.7660677939643149,0.0,-0.006100819087124347,-0.001751619526863045,0.17924393279197945,7,7,486.13713128833126,up,False,,0,399,SH600395,盘江股份,20250813
-7,7527,True,0.6082883766066589,0.0,-0.006100819087124367,-0.0017516195268630352,0.17755213058951716,7,7,485.1371312883292,up,False,,0,399,SH600395,盘江股份,20250814
-7,7528,True,0.6952269660063294,0.0,-0.006100819087124357,-0.001751619526863038,0.17585333944903955,7,7,484.1371312883309,up,False,,0,399,SH600395,盘江股份,20250815
-7,7531,True,0.6402192413778414,0.0,-0.00610081908712436,-0.0017516195268630246,0.1741475159733007,7,7,483.1371312883291,up,False,,0,399,SH600395,盘江股份,20250818
-7,7532,True,0.5936328002843243,0.0,-0.006100819087124368,-0.0017516195268630482,0.17243461640504276,7,7,482.1371312883313,up,False,,0,399,SH600395,盘江股份,20250819
-7,7533,True,0.6810501936156625,0.0,-0.006100819087124385,-0.0017516195268630385,0.17071459662319868,7,7,481.1371312883302,up,False,,0,399,SH600395,盘江股份,20250820
-7,7534,True,0.7384864997795033,0.0,-0.006100819087124385,-0.0017516195268630394,0.16898741213914664,7,7,480.1371312883283,up,False,,0,399,SH600395,盘江股份,20250821
-7,7535,True,0.7026672943734948,0.0,-0.006100819087124371,-0.0017516195268630385,0.167253018092864,7,7,479.13713128833007,up,False,,0,399,SH600395,盘江股份,20250822
-7,7538,True,0.9682162519993583,0.0,-0.006100819087124362,-0.0017516195268630409,0.1655113692490228,7,7,478.13713128833126,up,False,,0,399,SH600395,盘江股份,20250825
-7,7539,True,0.945320131945306,0.0,-0.006100819087124365,-0.0017516195268630355,0.16376241999307573,7,7,477.137131288331,up,False,,0,399,SH600395,盘江股份,20250826
-7,7540,True,1.0,0.0,-0.006100819087124372,-0.0017516195268630404,0.16200612432727504,7,7,476.1371312883292,up,True,,0,399,SH600395,盘江股份,20250827
-7,7541,True,1.0,0.0,-0.006100819087124353,-0.0017516195268630404,0.16024243586664333,7,7,475.13713128833155,up,True,,0,399,SH600395,盘江股份,20250828
-7,7542,True,1.0,0.0,-0.006100819087124367,-0.0017516195268630415,0.15847130783485947,7,7,474.1371312883301,up,False,,0,399,SH600395,盘江股份,20250829
-7,7545,True,1.0,0.0,-0.006100819087124387,-0.0017516195268630374,0.15669269306016428,7,7,473.1371312883289,up,True,,0,399,SH600395,盘江股份,20250901
-7,7546,True,1.0,0.0,-0.006770994127622311,-0.001751619526863042,0.05101111595516812,6,7,420.4474959699849,up,True,,0,399,SH600395,盘江股份,20250902
-7,7547,True,1.0,0.0,-0.0067709941276223274,-0.0017516195268630368,0.048748642360347046,6,6,419.44749596998383,up,False,,0,399,SH600395,盘江股份,20250903
-7,7549,True,1.0,0.0,-0.006884994267086155,-0.0017516195268630285,0.02682451791230067,6,6,409.9979986590367,up,False,,0,399,SH600395,盘江股份,20250905
-7,7552,True,1.0,0.0,-0.006884994267086156,-0.0017516195268630387,0.024445104112531972,6,6,408.9979986590373,up,False,,0,399,SH600395,盘江股份,20250908
-7,7553,True,1.0,0.0,-0.006884994267086149,-0.0017516195268630365,0.022054026462411398,6,6,407.9979986590372,up,False,,0,399,SH600395,盘江股份,20250909
-7,7554,True,1.0,0.0,-0.0068849942670861615,-0.0017516195268630359,0.019651198987191292,6,6,406.99799865903753,up,False,,0,399,SH600395,盘江股份,20250910
-7,7555,True,1.0,0.0,-0.006884994267086157,-0.0017516195268630426,0.017236534865074465,6,6,405.99799865903674,up,False,,0,399,SH600395,盘江股份,20250911
-7,7556,True,1.0,0.0,-0.006884994267086161,-0.0017516195268630391,0.014809946416764898,6,6,404.9979986590373,up,False,,0,399,SH600395,盘江股份,20250912
-7,7559,True,1.0,0.0,-0.006884994267086135,-0.0017516195268630446,0.012371345094847467,6,6,403.99799865903867,up,False,,0,399,SH600395,盘江股份,20250915
-7,7560,True,1.0,0.0,-0.006941129476498381,-0.0017516195268630307,0.001126615502093559,6,6,399.4500265922705,up,False,,0,399,SH600395,盘江股份,20250916
-8,7436,True,0.37564020510004503,0.0,-0.006975218774545214,0.002369261228607383,0.25330946486824296,7,6,534.3579183437682,up,True,,0,399,SH600475,华光环能,20250515
-8,7440,True,0.5628308941109345,0.0,-0.006975218774545257,0.002369261228607388,0.2505042448859588,7,6,532.3579183437661,up,True,,0,399,SH600475,华光环能,20250519
-8,7441,True,0.34511406701154457,0.0,-0.006975218774545259,0.0023692612286073827,0.24909371588236337,7,6,531.3579183437662,up,False,,0,399,SH600475,华光环能,20250520
-8,7442,True,0.3156597148763882,0.0,-0.006975218774545253,0.0023692612286073823,0.24767786771993353,7,6,530.357918343767,up,False,,0,399,SH600475,华光环能,20250521
-10,7189,True,0.3495425827469817,0.0,-0.05646269747901303,-0.03331758596698719,0.05780193866680936,5,4,423.4778401426801,up,False,,0,399,SH600588,用友网络,20240910
-10,7190,True,0.4642979575956762,0.0,-0.05646269747901302,-0.03331758596698724,0.0555717671126885,5,4,422.4778401426807,up,False,,0,399,SH600588,用友网络,20240911
-10,7191,True,0.4646514371704794,0.0,-0.056462697479013065,-0.03331758596698722,0.053331012930763776,5,4,421.47784014267967,up,False,,0,399,SH600588,用友网络,20240912
-10,7192,True,0.4197405584119481,0.0,-0.056462697479013016,-0.03331758596698719,0.051079600616746434,5,4,420.47784014268035,up,False,,0,399,SH600588,用友网络,20240913
-10,7197,True,0.4380902497530603,0.0,-0.056462697479013065,-0.033317585966987216,0.048817453946351924,5,4,419.47784014268046,up,False,,0,399,SH600588,用友网络,20240918
-10,7198,True,0.720013372130211,0.0,-0.05646269747901298,-0.03331758596698722,0.04654449596671506,5,4,418.4778401426807,up,False,,0,399,SH600588,用友网络,20240919
-10,7199,True,0.7890238735090407,0.0,-0.056462697479013016,-0.033317585966987244,0.04426064898765742,5,4,417.4778401426806,up,False,,0,399,SH600588,用友网络,20240920
-10,7202,True,0.7942019662843189,0.0,-0.056462697479013065,-0.03331758596698722,0.041965834572835085,5,4,416.4778401426793,up,False,,0,399,SH600588,用友网络,20240923
-10,7203,True,1.0,0.0,-0.056462697479013065,-0.033317585966987244,0.03965997353077074,5,4,415.4778401426805,up,True,,0,399,SH600588,用友网络,20240924
-10,7204,True,1.0,0.0,-0.05646269747901294,-0.033317585966987244,0.03734298590571914,5,4,414.47784014268103,up,True,,0,399,SH600588,用友网络,20240925
-10,7205,True,1.0,0.0,-0.05646269747901304,-0.0333175859669872,0.03501479096844584,5,4,413.4778401426804,up,True,,0,399,SH600588,用友网络,20240926
-10,7206,True,1.0,0.0,-0.05646269747901302,-0.033317585966987244,0.032675307206851884,5,5,412.4778401426808,up,True,,0,399,SH600588,用友网络,20240927
-10,7209,True,1.0,0.0,-0.05646269747901308,-0.03331758596698723,0.030324452316443005,5,5,411.4778401426797,up,True,,0,399,SH600588,用友网络,20240930
-10,7217,True,1.0,0.0,-0.05646269747901303,-0.03331758596698722,0.02796214319070376,5,5,410.47784014268046,up,True,,0,399,SH600588,用友网络,20241008
-10,7218,True,1.0,0.0,-0.05646269747901299,-0.033317585966987265,0.02558829591127563,5,5,409.47784014268086,up,True,,0,399,SH600588,用友网络,20241009
-10,7219,True,1.0,0.0,-0.056462697479012995,-0.03331758596698723,0.023202825738038363,5,5,408.47784014268086,up,True,,0,399,SH600588,用友网络,20241010
-10,7220,True,1.0,0.0,-0.0564626974790131,-0.03331758596698721,0.020805647099019473,5,5,407.47784014267927,up,True,,0,399,SH600588,用友网络,20241011
-10,7223,True,1.0,0.0,-0.05646269747901304,-0.03331758596698725,0.018396673580175972,5,5,406.4778401426799,up,False,,0,399,SH600588,用友网络,20241014
-10,7224,True,1.0,0.0,-0.056462697479013065,-0.0333175859669872,0.015975817914982437,4,5,405.4778401426798,up,False,,0,399,SH600588,用友网络,20241015
-10,7225,True,1.0,0.0,-0.05646269747901303,-0.03331758596698725,0.013542991973919075,4,5,404.47784014268046,up,False,,0,399,SH600588,用友网络,20241016
-10,7226,True,1.0,0.0,-0.05362149584094403,-0.0333175859669872,0.12798154200289816,3,5,457.55912198973897,up,False,,0,399,SH600588,用友网络,20241017
-10,7227,True,1.0,0.0,-0.05362149584094404,-0.03331758596698726,0.12607156273406692,3,5,456.55912198973994,up,True,,0,399,SH600588,用友网络,20241018
-10,7230,True,1.0,0.0,-0.053621495840944076,-0.03331758596698722,0.12415319825603872,3,5,455.55912198973897,up,True,,0,399,SH600588,用友网络,20241021
-10,7231,True,1.0,0.0,-0.053621495840944056,-0.03331758596698723,0.1222263932281027,3,5,454.5591219897389,up,False,,0,399,SH600588,用友网络,20241022
-10,7232,True,1.0,0.0,-0.053621495840944056,-0.03331758596698724,0.12029109182148337,3,5,453.55912198973914,up,True,,0,399,SH600588,用友网络,20241023
-10,7233,True,1.0,0.0,-0.05362149584094408,-0.033317585966987175,0.11834723771395339,3,5,452.5591219897375,up,False,,0,399,SH600588,用友网络,20241024
-10,7234,True,1.0,0.0,-0.053621495840944035,-0.03331758596698726,0.11639477408438692,3,5,451.55912198973994,up,False,,0,399,SH600588,用友网络,20241025
-10,7237,True,1.0,0.0,-0.05362149584094399,-0.033317585966987244,0.11443364360718429,3,5,450.55912198973977,up,False,,0,399,SH600588,用友网络,20241028
-10,7238,True,1.0,0.0,-0.053621495840944014,-0.033317585966987216,0.11246378844670345,3,5,449.55912198973977,up,False,,0,399,SH600588,用友网络,20241029
-10,7239,True,1.0,0.0,-0.05362149584094402,-0.03331758596698724,0.11048515025155105,3,5,448.5591219897403,up,False,,0,399,SH600588,用友网络,20241030
-10,7240,True,1.0,0.0,-0.053621495840944035,-0.03331758596698726,0.10849767014882356,3,5,447.55912198973994,up,True,,0,399,SH600588,用友网络,20241031
-10,7241,True,1.0,0.0,-0.05362149584094402,-0.03331758596698721,0.10650128873827343,3,5,446.5591219897391,up,False,,0,399,SH600588,用友网络,20241101
-10,7244,True,1.0,0.0,-0.05362149584094406,-0.03331758596698724,0.1044959460863883,3,5,445.5591219897383,up,False,,0,399,SH600588,用友网络,20241104
-15,7234,True,0.3016274677379567,0.0,-0.011244246545276426,-0.008643940786697432,0.6886021064725732,8,7,1281.3188794575378,up,True,,0,399,SH600846,同济科技,20241025
-15,7237,True,0.3931221270268056,0.0,-0.011244246545276443,-0.008643940786697422,0.6883588874600859,8,7,1280.318879457527,up,False,,0,399,SH600846,同济科技,20241028
-15,7239,True,0.3550840232451056,0.0,-0.011244246545276455,-0.008643940786697425,0.6878713078466598,8,6,1278.318879457523,up,False,,0,399,SH600846,同济科技,20241030
-15,7240,True,0.6807522047295599,0.0,-0.011244246545276464,-0.008643940786697427,0.6876269454582424,8,6,1277.318879457519,up,True,,0,399,SH600846,同济科技,20241031
-15,7241,True,0.32412098239502585,0.0,-0.01124424654527643,-0.008643940786697429,0.687382200152376,8,6,1276.3188794575365,up,False,,0,399,SH600846,同济科技,20241101
-15,7244,True,0.3603237471754106,0.0,-0.011244246545276481,-0.008643940786697429,0.6871370710282872,8,6,1275.3188794575124,up,False,,0,399,SH600846,同济科技,20241104
-15,7245,True,0.5151128972048112,0.0,-0.011244246545276462,-0.008643940786697429,0.6868915571824105,8,6,1274.3188794575206,up,False,,0,399,SH600846,同济科技,20241105
-15,7246,True,0.7516468878024695,0.0,-0.011244246545276428,-0.008643940786697443,0.6866456577083186,8,6,1273.318879457545,up,True,,0,399,SH600846,同济科技,20241106
-15,7247,True,0.9866291073444275,0.0,-0.011244246545276407,-0.008643940786697425,0.6863993716967287,8,6,1272.3188794575444,up,True,,0,399,SH600846,同济科技,20241107
-15,7248,True,0.8093657164512214,0.0,-0.011244246545276448,-0.008643940786697448,0.6861526982355124,8,6,1271.3188794575378,up,True,,0,399,SH600846,同济科技,20241108
-15,7251,True,0.7510571182355403,0.0,-0.011244246545276452,-0.008643940786697429,0.6859056364096648,8,6,1270.318879457527,up,False,,0,399,SH600846,同济科技,20241111
-15,7252,True,0.6274273698035664,0.0,-0.011244246545276438,-0.008643940786697434,0.6856581853013013,8,6,1269.3188794575337,up,False,,0,399,SH600846,同济科技,20241112
-15,7253,True,1.0,0.0,-0.011244246545276476,-0.008643940786697427,0.6854103439896282,8,6,1268.318879457516,up,True,,0,399,SH600846,同济科技,20241113
-15,7254,True,0.8317803173045203,0.0,-0.011244246545276428,-0.008643940786697437,0.6851621115509721,8,6,1267.3188794575387,up,True,,0,399,SH600846,同济科技,20241114
-15,7255,True,0.6067116330103267,0.0,-0.01124424654527643,-0.00864394078669742,0.6849134870587067,8,6,1266.3188794575324,up,False,,0,399,SH600846,同济科技,20241115
-15,7258,True,0.5623503939643885,0.0,-0.011244246545276464,-0.008643940786697434,0.684664469583302,8,6,1265.318879457523,up,False,,0,399,SH600846,同济科技,20241118
-15,7259,True,0.6493881838749089,0.0,-0.01124424654527647,-0.00864394078669742,0.6844150581922815,8,6,1264.3188794575153,up,False,,0,399,SH600846,同济科技,20241119
-15,7260,True,0.775405496930939,0.0,-0.011244246545276435,-0.00864394078669742,0.6841652519502199,8,6,1263.3188794575317,up,False,,0,399,SH600846,同济科技,20241120
-15,7261,True,0.8396907373786369,0.0,-0.011244246545276433,-0.008643940786697444,0.6839150499187145,8,6,1262.3188794575383,up,False,,0,399,SH600846,同济科技,20241121
-15,7262,True,0.7181121380587856,0.0,-0.011244246545276443,-0.008643940786697437,0.6836644511563954,8,6,1261.3188794575349,up,False,,0,399,SH600846,同济科技,20241122
-15,7265,True,1.0,0.0,-0.011244246545276467,-0.00864394078669744,0.6834134547189034,8,6,1260.3188794575221,up,True,,0,399,SH600846,同济科技,20241125
-15,7266,True,0.85518789855043,0.0,-0.011244246545276445,-0.008643940786697411,0.683162059658887,8,6,1259.3188794575224,up,False,,0,399,SH600846,同济科技,20241126
-15,7267,True,0.896822898942957,0.0,-0.011244246545276426,-0.008643940786697418,0.6829102650259757,8,6,1258.318879457533,up,False,,0,399,SH600846,同济科技,20241127
-15,7268,True,1.0,0.0,-0.011847736126313041,-0.008643940786697432,0.6110898976039021,8,6,1025.944035759775,up,False,,0,399,SH600846,同济科技,20241128
-19,7192,True,1.0,0.0,-0.01394341851826544,-0.005088782679772442,0.08435904906489626,4,7,435.76032678804825,up,True,,0,399,SH601236,红塔证券,20240913
-19,7197,True,0.9314402673331492,0.0,-0.013943418518265418,-0.005088782679772455,0.08225296694443675,4,7,434.76032678805,up,True,,0,399,SH601236,红塔证券,20240918
-19,7198,True,0.9949835360639058,0.0,-0.013943418518265449,-0.005088782679772456,0.08013717401368962,4,7,433.76032678804864,up,False,,0,399,SH601236,红塔证券,20240919
-19,7199,True,0.9411948419183233,0.0,-0.013943418518265464,-0.005088782679772459,0.07801160295496003,4,7,432.7603267880479,up,False,,0,399,SH601236,红塔证券,20240920
-19,7202,True,0.9197292794585771,0.0,-0.013943418518265461,-0.005088782679772451,0.07587618582689012,4,7,431.76032678804876,up,False,,0,399,SH601236,红塔证券,20240923
-19,7203,True,1.0,0.0,-0.01394341851826546,-0.005088782679772451,0.07373085405721537,4,7,430.76032678804796,up,True,,0,399,SH601236,红塔证券,20240924
-19,7204,True,1.0,0.0,-0.013943418518265414,-0.005088782679772451,0.07157553843544934,4,7,429.7603267880493,up,True,,0,399,SH601236,红塔证券,20240925
-19,7205,True,1.0,0.0,-0.013943418518265454,-0.00508878267977244,0.06941016910540763,4,7,428.76032678804825,up,True,,0,399,SH601236,红塔证券,20240926
-19,7206,True,1.0,0.0,-0.013943418518265421,-0.0050887826797724545,0.06723467555769695,4,7,427.760326788049,up,True,,0,399,SH601236,红塔证券,20240927
-26,7217,True,1.0,0.0,-0.035537144423966494,-0.015461582575024448,0.09272658455977499,4,5,439.7792255451442,up,True,,0,399,SH603237,五芳斋,20241008
-26,7218,True,1.0,0.0,-0.035537144423966514,-0.015461582575024436,0.09065886265632091,4,5,438.7792255451441,up,True,,0,399,SH603237,五芳斋,20241009
-26,7219,True,1.0,0.0,-0.035537144423966494,-0.015461582575024432,0.08858169433886197,4,5,437.7792255451436,up,False,,0,399,SH603237,五芳斋,20241010
-26,7220,True,1.0,0.0,-0.0355371444239665,-0.015461582575024417,0.08649501472509565,4,5,436.77922554514305,up,False,,0,399,SH603237,五芳斋,20241011
-26,7223,True,1.0,0.0,-0.03553714442396656,-0.015461582575024446,0.08439875833716932,4,5,435.7792255451434,up,False,,0,399,SH603237,五芳斋,20241014
-26,7224,True,1.0,0.0,-0.0355371444239665,-0.015461582575024434,0.08229285909482584,4,5,434.779225545144,up,False,,0,399,SH603237,五芳斋,20241015
-26,7225,True,1.0,0.0,-0.03553714442396645,-0.015461582575024424,0.08017725030846337,4,5,433.7792255451444,up,False,,0,399,SH603237,五芳斋,20241016
-26,7226,True,1.0,0.0,-0.03553714442396651,-0.015461582575024438,0.07805186467209628,4,5,432.7792255451443,up,False,,0,399,SH603237,五芳斋,20241017
-26,7227,True,1.0,0.0,-0.035537144423966494,-0.015461582575024448,0.07591663425621831,4,5,431.7792255451439,up,False,,0,399,SH603237,五芳斋,20241018
-26,7230,True,1.0,0.0,-0.03553714442396647,-0.01546158257502444,0.07377149050056545,4,5,430.7792255451446,up,False,,0,399,SH603237,五芳斋,20241021
-26,7231,True,1.0,0.0,-0.03553714442396652,-0.015461582575024429,0.07161636420676694,4,5,429.7792255451432,up,False,,0,399,SH603237,五芳斋,20241022
-26,7232,True,1.0,0.0,-0.035537144423966514,-0.015461582575024434,0.069451185530928,4,5,428.77922554514333,up,False,,0,399,SH603237,五芳斋,20241023
-26,7233,True,1.0,0.0,-0.03553714442396647,-0.015461582575024432,0.06727588397606044,4,5,427.7792255451441,up,False,,0,399,SH603237,五芳斋,20241024
-26,7234,True,1.0,0.0,-0.03553714442396652,-0.015461582575024432,0.06509038838443898,4,5,426.77922554514345,up,False,,0,399,SH603237,五芳斋,20241025
-26,7237,True,1.0,0.0,-0.0355371444239665,-0.015461582575024436,0.0628946269298536,4,5,425.77922554514385,up,False,,0,399,SH603237,五芳斋,20241028
-26,7238,True,1.0,0.0,-0.035239875330401585,-0.015461582575024401,0.06757660631606102,4,5,427.9171915920934,up,False,,0,399,SH603237,五芳斋,20241029
-26,7239,True,1.0,0.0,-0.03523987533040165,-0.015461582575024436,0.0653925214114257,4,5,426.91719159209157,up,False,,0,399,SH603237,五芳斋,20241030
-26,7240,True,1.0,0.0,-0.035689432557662014,-0.015461582575024436,0.052723201132233354,4,5,421.20740260598075,up,False,,0,399,SH603237,五芳斋,20241031
-26,7241,True,1.0,0.0,-0.03568943255766204,-0.01546158257502444,0.05046889339516289,4,5,420.2074026059795,up,False,,0,399,SH603237,五芳斋,20241101
-26,7244,True,1.0,0.0,-0.03568943255766202,-0.015461582575024424,0.04820383056301299,4,5,419.2074026059794,up,False,,0,399,SH603237,五芳斋,20241104
-31,7209,True,1.0,0.0,-0.016512059367761185,-0.0029534986161510917,0.32637011830059476,4,8,592.3133917299208,up,True,,0,399,SH603707,健友股份,20240930
-31,7217,True,1.0,0.0,-0.016512059367761157,-0.0029534986161511103,0.3252309087188055,4,8,591.3133917299212,up,True,,0,399,SH603707,健友股份,20241008
-31,7218,True,0.7835693695084364,0.0,-0.015369589765832078,-0.002953498616151125,0.36257106053855814,5,8,625.952126266987,up,True,,0,399,SH603707,健友股份,20241009
-31,7219,True,0.6836003777454753,0.0,-0.015369589765832088,-0.0029534986161511125,0.3615510961082117,5,8,624.9521262669864,up,True,,0,399,SH603707,健友股份,20241010
-31,7223,True,0.4967766086969954,0.0,-0.012395201386512907,-0.002953498616151112,0.4723571584856211,5,8,756.1933349741594,up,True,,0,399,SH603707,健友股份,20241014
-31,7225,True,0.520728908407892,0.0,-0.0123141530628176,-0.0029534986161511246,0.46431541771767765,5,8,744.8412987733045,up,False,,0,399,SH603707,健友股份,20241016
-62,7209,True,1.0,0.0,-0.014496016681320958,-0.008795821910708039,0.115273801749127,4,2,450.98698420916384,up,True,,0,399,SZ002092,中泰化学,20240930
-62,7217,True,1.0,0.0,-0.014405906485954348,-0.008795821910708034,0.1271407707735231,4,2,457.11838362938744,up,True,,0,399,SZ002092,中泰化学,20241008
-62,7218,True,0.8196211352221012,0.0,-0.014405906485954354,-0.008795821910708039,0.12522710261070671,4,2,456.118383629387,up,True,,0,399,SZ002092,中泰化学,20241009
-62,7219,True,0.605332578529142,0.0,-0.014383791186405155,-0.008795821910708029,0.1267307548940409,4,2,456.90375818924775,up,True,,0,399,SZ002092,中泰化学,20241010
-62,7220,True,0.4127918088917221,0.0,-0.014361248218845074,-0.008795821910708034,0.12832281395954842,4,2,457.7382618127667,up,True,,0,399,SZ002092,中泰化学,20241011
-62,7223,True,0.5522845815946182,0.0,-0.014331843233762213,-0.008795821910708029,0.1310098247410537,4,2,459.15363758986564,up,False,,0,399,SZ002092,中泰化学,20241014
-62,7224,True,0.5929605297642843,0.0,-0.014360672264414254,-0.008795821910708039,0.12458787786471003,4,2,455.78532660339016,up,False,,0,399,SZ002092,中泰化学,20241015
-62,7225,True,0.8917667410947838,0.0,-0.014489010804724365,-0.008795821910708034,0.10242953156612827,4,2,444.5333419850546,up,False,,0,399,SZ002092,中泰化学,20241016
-64,7483,True,0.400776777418149,0.0,-0.08595126480191613,-0.012801850499569868,0.13870889732657127,5,3,463.25800738160746,up,False,,0,399,SZ002192,融捷股份,20250701
-64,7484,True,0.8528651824968043,0.0,-0.08595126480191609,-0.012801850499569882,0.13684567140312737,5,3,462.258007381608,up,True,,0,399,SZ002192,融捷股份,20250702
-64,7485,True,1.0,0.0,-0.08595126480191612,-0.01280185049956988,0.13497436659153847,5,3,461.25800738160774,up,True,,0,399,SZ002192,融捷股份,20250703
-64,7486,True,0.6441361042136763,0.0,-0.08595126480191609,-0.01280185049956993,0.13309493023294142,4,3,460.2580073816076,up,False,,0,399,SZ002192,融捷股份,20250704
-64,7489,True,0.5488242470836775,0.0,-0.08595126480191613,-0.012801850499569938,0.13120730920982612,4,3,459.2580073816071,up,False,,0,399,SZ002192,融捷股份,20250707
-64,7490,True,0.8760498315009965,0.0,-0.08595126480191614,-0.012801850499569929,0.12931144994103963,4,3,458.2580073816073,up,False,,0,399,SZ002192,融捷股份,20250708
-64,7491,True,0.8535171797437157,0.0,-0.08595126480191609,-0.012801850499569896,0.12740729837670864,4,3,457.2580073816076,up,False,,0,399,SZ002192,融捷股份,20250709
-64,7492,True,0.9046405855276776,0.0,-0.08595126480191619,-0.012801850499569877,0.12549479999310442,4,3,456.2580073816072,up,False,,0,399,SZ002192,融捷股份,20250710
-64,7493,True,0.9507433325362438,0.0,-0.08595126480191621,-0.012801850499569955,0.1235738997874457,4,3,455.2580073816069,up,False,,0,399,SZ002192,融捷股份,20250711
-64,7496,True,1.0,0.0,-0.08595126480191607,-0.01280185049956989,0.12164454227261871,4,3,454.25800738160746,up,True,,0,399,SZ002192,融捷股份,20250714
-64,7497,True,1.0,0.0,-0.0859512648019162,-0.01280185049956984,0.11970667147183192,4,3,453.2580073816072,up,True,,0,399,SZ002192,融捷股份,20250715
-64,7498,True,1.0,0.0,-0.08595126480191616,-0.012801850499569854,0.11776023091321135,4,3,452.2580073816069,up,False,,0,399,SZ002192,融捷股份,20250716
-64,7499,True,1.0,0.0,-0.08595126480191619,-0.012801850499569896,0.11580516362430987,4,3,451.2580073816071,up,True,,0,399,SZ002192,融捷股份,20250717
-64,7500,True,1.0,0.0,-0.08595126480191607,-0.012801850499569898,0.11384141212654748,4,3,450.2580073816076,up,True,,0,399,SZ002192,融捷股份,20250718
-64,7503,True,1.0,0.0,-0.08595126480191613,-0.012801850499569958,0.11186891842957686,4,3,449.2580073816073,up,False,,0,399,SZ002192,融捷股份,20250721
-64,7504,True,1.0,0.0,-0.08595126480191614,-0.012801850499569892,0.10988762402558305,4,3,448.25800738160706,up,True,,0,399,SZ002192,融捷股份,20250722
-64,7505,True,1.0,0.0,-0.08595126480191617,-0.012801850499569894,0.1078974698834905,4,3,447.25800738160694,up,True,,0,399,SZ002192,融捷股份,20250723
-64,7506,True,1.0,0.0,-0.08595126480191619,-0.01280185049956985,0.10589839644310392,4,3,446.258007381607,up,True,,0,399,SZ002192,融捷股份,20250724
-64,7507,True,1.0,0.0,-0.08595126480191621,-0.012801850499569887,0.10389034360916403,4,3,445.2580073816069,up,True,,0,399,SZ002192,融捷股份,20250725
-64,7510,True,1.0,0.0,-0.08595126480191609,-0.012801850499569912,0.10187325074533099,4,3,444.25800738160757,up,False,,0,399,SZ002192,融捷股份,20250728
-64,7511,True,1.0,0.0,-0.0859512648019161,-0.01280185049956992,0.0998470566680707,4,3,443.2580073816074,up,False,,0,399,SZ002192,融捷股份,20250729
-64,7512,True,1.0,0.0,-0.08595126480191617,-0.012801850499569938,0.09781169964047973,4,3,442.25800738160694,up,False,,0,399,SZ002192,融捷股份,20250730
-64,7513,True,1.0,0.0,-0.08595126480191598,-0.012801850499569932,0.09576711736601441,4,3,441.25800738160814,up,False,,0,399,SZ002192,融捷股份,20250731
-64,7514,True,1.0,0.0,-0.08595126480191617,-0.01280185049956987,0.0937132469821169,4,3,440.2580073816072,up,False,,0,399,SZ002192,融捷股份,20250801
-64,7517,True,1.0,0.0,-0.0859512648019163,-0.0128018504995699,0.09165002505380083,4,3,439.25800738160694,up,False,,0,399,SZ002192,融捷股份,20250804
-64,7518,True,1.0,0.0,-0.08595126480191623,-0.012801850499569885,0.08957738756710058,4,3,438.25800738160746,up,False,,0,399,SZ002192,融捷股份,20250805
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+7,7416,True,0.5154195968937211,0.0,-0.012271677797967836,-0.007105404096043596,0.12100631614612417,2,2,135.3820877054022,up,False,,0,119,SH600395,盘江股份,20250425
+7,7419,True,0.41463172205210225,0.0,-0.012271677797967845,-0.007105404096043583,0.11446531281106102,2,3,134.38208770540234,up,True,,0,119,SH600395,盘江股份,20250428
+7,7421,True,0.3224062758104086,0.0,-0.012271677797967855,-0.007105404096043594,0.10108684594235087,2,3,132.38208770540288,up,False,,0,119,SH600395,盘江股份,20250430
+7,7427,True,0.3579633576714999,0.0,-0.012271677797967867,-0.007105404096043597,0.09424486946170324,2,3,131.3820877054016,up,False,,0,119,SH600395,盘江股份,20250506
+7,7428,True,0.41374200223958485,0.0,-0.012271677797967851,-0.007105404096043616,0.08729794027473603,2,3,130.38208770540146,up,False,,0,119,SH600395,盘江股份,20250507
+7,7429,True,0.40353395712274437,0.0,-0.012271677797967867,-0.007105404096043629,0.08024362482881721,2,3,129.3820877054014,up,False,,0,119,SH600395,盘江股份,20250508
+9,7198,True,0.3059202650978707,0.0,-0.026288170632509808,-0.006188145068089808,0.14222654544199634,2,3,138.73126915698123,up,True,,0,119,SH600531,豫光金铅,20240919
+9,7199,True,0.47375025917094515,0.0,-0.026288170632509864,-0.006341383266591699,0.13776520617102767,2,3,138.01345161629393,up,True,,0,119,SH600531,豫光金铅,20240920
+9,7202,True,0.3984111629253352,0.0,-0.026288170632509843,-0.006408662825188767,0.1322654820119475,2,3,137.13871873613587,up,False,,0,119,SH600531,豫光金铅,20240923
+9,7203,True,0.9210680261368598,0.0,-0.026288170632509825,-0.008194766378414077,0.14881377686396308,2,3,139.80489435269132,up,True,,0,119,SH600531,豫光金铅,20240924
+9,7204,True,1.0,0.0,-0.0262881706325098,-0.0081947663784141,0.14268152751421737,2,2,138.80489435269158,up,True,,0,119,SH600531,豫光金铅,20240925
+9,7205,True,1.0,0.0,-0.026288170632509787,-0.00819476637841411,0.1364602791578907,2,2,137.804894352692,up,True,,0,119,SH600531,豫光金铅,20240926
+9,7206,True,1.0,0.0,-0.02628817063250985,-0.008194766378414098,0.13014808013219953,2,2,136.80489435269115,up,True,,0,119,SH600531,豫光金铅,20240927
+10,7675,True,0.6484952436295369,0.0,-0.048781737486120344,-0.026665006212674387,0.4108106216598567,2,2,201.9724122238002,up,True,,0,119,SH600588,用友网络,20260109
+13,7675,True,0.32567667859691685,0.0,-0.029973713184695806,-0.006877112192297193,0.06675551023969069,4,2,127.51213782206577,up,False,,0,119,SH600744,华银电力,20260109
+13,7678,True,0.6810988641111266,0.0,-0.02997371318469585,-0.006877112192297231,0.05937879124793055,4,2,126.51213782206588,up,True,,0,119,SH600744,华银电力,20260112
+13,7679,True,0.6744418013337976,0.0,-0.02997371318469584,-0.0068771121922971854,0.05188452634993692,4,2,125.51213782206592,up,True,,0,119,SH600744,华银电力,20260113
+13,7680,True,0.6997268388906512,0.0,-0.029973713184695844,-0.006877112192297213,0.044269883390347015,4,2,124.5121378220657,up,True,,0,119,SH600744,华银电力,20260114
+13,7681,True,0.47452034572847873,0.0,-0.029973713184695872,-0.006877112192297192,0.03653193849309003,4,2,123.51213782206578,up,False,,0,119,SH600744,华银电力,20260115
+13,7682,True,1.0,0.0,-0.02997371318469583,-0.006877112192297221,0.02866767231804254,4,2,122.51213782206588,up,True,,0,119,SH600744,华银电力,20260116
+13,7685,True,1.0,0.0,-0.02997371318469587,-0.006877112192297204,0.020673966132869124,4,2,121.51213782206588,up,True,,0,119,SH600744,华银电力,20260119
+18,7387,True,1.0,0.0,-0.015872725359171724,-0.00829706080955801,0.06581170290087968,2,2,127.38331273205162,up,False,,0,119,SH601096,宏盛华源,20250327
+18,7388,True,1.0,0.0,-0.015872725359171735,-0.008297060809557987,0.05841999685278583,2,2,126.38331273205108,up,False,,0,119,SH601096,宏盛华源,20250328
+18,7391,True,1.0,0.0,-0.01587272535917173,-0.008297060809557975,0.05091038506609159,2,2,125.38331273205094,up,False,,0,119,SH601096,宏盛华源,20250331
+18,7392,True,1.0,0.0,-0.015872725359171735,-0.008297060809557978,0.043280023773349996,2,2,124.3833127320512,up,False,,0,119,SH601096,宏盛华源,20250401
+18,7430,True,0.3097007665712983,0.0,-0.008266687458267214,-0.004862281363271447,0.49595554362937583,3,3,236.09028627526294,up,False,,0,119,SH601096,宏盛华源,20250509
+18,7433,True,0.3235810611451342,0.0,-0.008266687458267218,-0.0048622813632714385,0.49381149733823865,3,3,235.09028627526243,up,False,,0,119,SH601096,宏盛华源,20250512
+18,7434,True,0.30651821465211837,0.0,-0.008266687458267207,-0.004862281363271428,0.4916491329329642,3,3,234.0902862752617,up,False,,0,119,SH601096,宏盛华源,20250513
+21,7364,True,0.3433896289609228,0.0,-0.0041162365959239045,0.0019804002417377568,0.027531613016801466,3,2,122.3690164049065,up,False,,0,119,SH601868,中国能建,20250304
+21,7365,True,0.32458166480629663,0.0,-0.004116236595923914,0.001980400241737768,0.01951912007759072,3,2,121.36901640490639,up,False,,0,119,SH601868,中国能建,20250305
+21,7366,True,0.3128208706373186,0.0,-0.004116236595923897,0.0019804002417377494,0.01137349498895412,3,2,120.36901640490657,up,False,,0,119,SH601868,中国能建,20250306
+25,7471,True,0.6771896271644137,0.0,-0.019532613326272655,-0.003444510259171319,0.19467980484952718,2,2,147.767311333556,up,True,,0,119,SH603183,建研院,20250619
+25,7472,True,0.5705366750115198,0.0,-0.01953261332627265,-0.0034445102591713164,0.1891927506285768,2,2,146.76731133355617,up,False,,0,119,SH603183,建研院,20250620
+25,7475,True,0.7509881849855532,0.0,-0.019532613326272732,-0.0034445102591713255,0.18363041129505941,2,2,145.76731133355582,up,False,,0,119,SH603183,建研院,20250623
+25,7476,True,1.0,0.0,-0.0195326133262727,-0.003444510259171331,0.17799122672235118,2,1,144.7673113335562,up,True,,0,119,SH603183,建研院,20250624
+25,7477,True,1.0,0.0,-0.019532613326272645,-0.0034445102591713324,0.17227359337682255,2,1,143.76731133355608,up,True,,0,119,SH603183,建研院,20250625
+25,7478,True,1.0,0.0,-0.019532613326272714,-0.0034445102591713355,0.1664758627976611,2,1,142.76731133355602,up,False,,0,119,SH603183,建研院,20250626
+25,7479,True,1.0,0.0,-0.0195326133262727,-0.003444510259171326,0.1605963400123188,2,1,141.767311333556,up,True,,0,119,SH603183,建研院,20250627
+25,7482,True,1.0,0.0,-0.019532613326272697,-0.0034445102591713424,0.15463328188443692,2,1,140.76731133355608,up,False,,0,119,SH603183,建研院,20250630
+25,7483,True,1.0,0.0,-0.01953261332627267,-0.0034445102591713346,0.14858489539084546,2,1,139.7673113335562,up,False,,0,119,SH603183,建研院,20250701
+25,7484,True,1.0,0.0,-0.019532613326272676,-0.00344451025917132,0.14244933582406338,2,1,138.7673113335561,up,False,,0,119,SH603183,建研院,20250702
+25,7485,True,1.0,0.0,-0.019532613326272708,-0.003444510259171323,0.1362247049165182,2,1,137.7673113335557,up,False,,0,119,SH603183,建研院,20250703
+25,7486,True,1.0,0.0,-0.019532613326272777,-0.0034445102591713268,0.12990904888247531,2,1,136.76731133355563,up,False,,0,119,SH603183,建研院,20250704
+25,7489,True,1.0,0.0,-0.019532613326272704,-0.003444510259171339,0.12350035637342616,2,1,135.76731133355605,up,False,,0,119,SH603183,建研院,20250707
+26,7686,True,0.34532566378616186,0.0,-0.035324395072802044,-0.013263524210320517,0.20903079961405044,3,2,150.44833596799285,up,False,,0,119,SH603237,五芳斋,20260120
+29,7429,True,0.3642756362442907,0.0,-0.03849413676999872,-0.008936294090515703,0.3822032472613416,2,2,192.61998298385296,up,False,,0,119,SH603527,众源新材,20250508
+29,7430,True,0.33463303018505475,0.0,-0.03849413676999875,-0.01026113595871708,0.39260698877889627,2,2,195.91927763666934,up,False,,0,119,SH603527,众源新材,20250509
+29,7433,True,0.5540400252949967,0.0,-0.03849413676999884,-0.01026113595871707,0.3894908628698234,2,2,194.9192776366688,up,False,,0,119,SH603527,众源新材,20250512
+29,7434,True,0.49268206373528795,0.0,-0.038494136769998806,-0.010261135958717095,0.3863425985787724,2,2,193.91927763666928,up,False,,0,119,SH603527,众源新材,20250513
+29,7435,True,0.474828569541378,0.0,-0.03849413676999891,-0.010261135958717053,0.3831616961363664,2,2,192.91927763666845,up,False,,0,119,SH603527,众源新材,20250514
+29,7436,True,0.5182731802839431,0.0,-0.038494136769998834,-0.010261135958717076,0.37994764535700054,2,2,191.91927763666868,up,False,,0,119,SH603527,众源新材,20250515
+29,7437,True,0.6264077093631523,0.0,-0.038494136769998764,-0.010261135958717109,0.37669992536602787,2,2,190.9192776366692,up,False,,0,119,SH603527,众源新材,20250516
+29,7440,True,0.6229642231216709,0.0,-0.03849413676999884,-0.01026113595871708,0.3734180043183573,2,2,189.919277636669,up,False,,0,119,SH603527,众源新材,20250519
+29,7441,True,0.7591249232197822,0.0,-0.038494136769998855,-0.011529181661685588,0.3847901985212852,2,2,193.429948147725,up,False,,0,119,SH603527,众源新材,20250520
+29,7442,True,0.6827444794518148,0.0,-0.03849413676999893,-0.020818225522951643,0.5146975057696054,2,2,245.2078887183824,up,False,,0,119,SH603527,众源新材,20250521
+29,7443,True,0.6149158816660201,0.0,-0.03849413676999878,-0.020818225522951598,0.5127102542652554,2,2,244.20788871838354,up,False,,0,119,SH603527,众源新材,20250522
+29,7444,True,1.0,0.0,-0.03849413676999875,-0.02081822552295162,0.5107066607621734,2,2,243.20788871838437,up,True,,0,119,SH603527,众源新材,20250523
+29,7447,True,0.7686903873267281,0.0,-0.03849413676999885,-0.020818225522951622,0.5086865228474775,2,2,242.20788871838303,up,False,,0,119,SH603527,众源新材,20250526
+30,7209,True,0.476176628801298,0.0,-0.006561113941235584,-0.002846663547051532,0.6352536947565481,3,3,326.254161561891,up,True,,0,119,SH603618,杭电股份,20240930
+31,7483,True,0.777141884955826,0.0,-0.07755420253127164,-0.02104369621806711,0.11645256044322355,1,1,134.6843357496404,up,False,,0,119,SH603707,健友股份,20250701
+31,7504,True,0.5506716977160667,0.0,-0.0563444874580972,-0.017817607293377283,0.2405245257399907,2,1,156.68708738217904,up,False,,0,119,SH603707,健友股份,20250722
+31,7505,True,0.7564819853600647,0.0,-0.05634448745809715,-0.017817607293377117,0.235646308239551,2,1,155.68708738217885,up,True,,0,119,SH603707,健友股份,20250723
+31,7506,True,0.8688978414176523,0.0,-0.0563444874580971,-0.017817607293377172,0.23070501866783827,2,1,154.6870873821792,up,False,,0,119,SH603707,健友股份,20250724
+31,7507,True,0.7898342513065533,0.0,-0.05634448745809732,-0.017817607293377318,0.2256994258465031,2,1,153.68708738217916,up,False,,0,119,SH603707,健友股份,20250725
+31,7510,True,0.6732783479270075,0.0,-0.05634448745809718,-0.049380292619577215,0.7922332488165111,2,2,572.7576685015662,up,False,,0,119,SH603707,健友股份,20250728
+35,7191,True,0.35794724472032935,0.0,-0.03372071122402784,-0.015270050055026024,0.2356661461986646,2,2,155.6911281741163,up,False,,0,119,SH605138,盛泰集团,20240912
+35,7192,True,0.34079819208379786,0.0,-0.03372071122402785,-0.015270050055026085,0.23072511394411307,2,2,154.6911281741164,up,False,,0,119,SH605138,盛泰集团,20240913
+35,7197,True,0.44721730667490867,0.0,-0.0337207112240278,-0.02362604109721196,0.4520502044859398,2,2,217.17318078084128,up,False,,0,119,SH605138,盛泰集团,20240918
+35,7198,True,0.6524453351408274,0.0,-0.033720711224027804,-0.023626041097211913,0.4495154321634182,2,2,216.1731807808401,up,False,,0,119,SH605138,盛泰集团,20240919
+35,7199,True,0.6944623150512718,0.0,-0.03372071122402783,-0.02362604109721193,0.4469570995411136,2,2,215.17318078083989,up,False,,0,119,SH605138,盛泰集团,20240920
+35,7202,True,0.7652809503322753,0.0,-0.03372071122402782,-0.023626041097211975,0.4443748766015172,2,2,214.17318078084026,up,False,,0,119,SH605138,盛泰集团,20240923
+36,7524,True,0.30481677605996527,0.0,-0.009755248424778819,-0.0017410048617299769,0.09318084361331337,2,2,131.2279291431906,up,True,,0,119,SH605368,蓝天燃气,20250811
+36,7525,True,0.3473328048909261,0.0,-0.009755248424778805,-0.0017410048617299322,0.08621752044328294,2,2,130.22792914318933,up,True,,0,119,SH605368,蓝天燃气,20250812
+36,7526,True,0.3253699881873756,0.0,-0.009755248424778757,-0.0017410048617300135,0.0791464291891411,3,2,129.22792914319103,up,False,,0,119,SH605368,蓝天燃气,20250813
+38,7202,True,0.5456609289576031,0.0,-0.06455319834195476,0.0044513755729869665,0.19141482679954436,2,1,147.17064317292252,up,True,,0,119,SH688089,嘉必优,20240923
+38,7203,True,0.7076932895990452,0.0,-0.06455319834195454,0.004451375572987045,0.18588303768205702,2,1,146.17064317292298,up,False,,0,119,SH688089,嘉必优,20240924
+38,7204,True,0.8438237866773087,0.0,-0.06455319834195472,0.004451375572987011,0.18027503771371337,2,1,145.17064317292267,up,True,,0,119,SH688089,嘉必优,20240925
+38,7205,True,1.0,0.0,-0.06455319834195457,0.004451375572987014,0.17458924104772336,2,1,144.1706431729227,up,True,,0,119,SH688089,嘉必优,20240926
+39,7209,True,1.0,0.0,-0.11200252684775748,-0.07783905078414677,0.48873659012564885,2,2,232.75673107380334,up,True,,0,119,SH688147,微导纳米,20240930
+40,7353,True,0.4759536407876056,0.0,-0.09464435231610788,0.04027337359075791,0.3598209263713457,3,2,185.88548876720662,up,True,,0,119,SH688202,美迪西,20250221
+40,7358,True,0.4114582247057985,0.0,-0.09464435231610846,0.0402733735907579,0.34931961632300795,3,2,182.88548876720628,up,False,,0,119,SH688202,美迪西,20250226
+40,7671,True,1.0,0.0,-0.4112556026203743,0.03373713633179026,0.05301507255667878,2,1,125.66197893062281,up,True,,0,119,SH688202,美迪西,20260105
+40,7672,True,0.8512933767464512,0.0,-0.4112556026203739,0.03373713633179011,0.04541865113318891,2,1,124.66197893062291,up,False,,0,119,SH688202,美迪西,20260106
+40,7673,True,1.0,0.0,-0.4112556026203749,0.03373713633179021,0.037699371875961445,2,1,123.66197893062285,up,True,,0,119,SH688202,美迪西,20260107
+40,7674,True,1.0,0.0,-0.41125560262037425,0.03373713633179025,0.029854229994887776,2,1,122.6619789306229,up,True,,0,119,SH688202,美迪西,20260108
+40,7675,True,1.0,0.0,-0.41125560262037436,0.03136048858293158,0.023029747609611146,2,1,121.80514167021806,up,True,,0,119,SH688202,美迪西,20260109
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scripts/plot_converging_triangles.py

@@ -0,0 +1,355 @@
+"""
+为当日满足收敛三角形的个股生成图表
+
+用法:
+    python scripts/plot_converging_triangles.py
+    python scripts/plot_converging_triangles.py --date 20260120
+"""
+
+from __future__ import annotations
+
+import argparse
+import csv
+import os
+import pickle
+import sys
+from typing import Dict, List, Optional
+
+import matplotlib.pyplot as plt
+import numpy as np
+
+# 配置中文字体
+plt.rcParams['font.sans-serif'] = ['SimHei', 'Microsoft YaHei', 'Arial Unicode MS']  # 支持中文
+plt.rcParams['axes.unicode_minus'] = False  # 解决负号显示问题
+
+# 让脚本能找到 src/ 下的模块
+sys.path.append(os.path.join(os.path.dirname(__file__), "..", "src"))
+
+from converging_triangle import (
+    ConvergingTriangleParams,
+    detect_converging_triangle,
+    line_y,
+)
+
+
+class FakeModule:
+    """空壳模块，绕过 model 依赖"""
+    ndarray = np.ndarray
+
+
+def load_pkl(pkl_path: str) -> dict:
+    """加载 pkl 文件"""
+    sys.modules['model'] = FakeModule()
+    sys.modules['model.index_info'] = FakeModule()
+    
+    with open(pkl_path, 'rb') as f:
+        data = pickle.load(f)
+    return data
+
+
+def load_ohlcv_from_pkl(data_dir: str) -> tuple:
+    """从 pkl 文件加载 OHLCV 数据"""
+    open_data = load_pkl(os.path.join(data_dir, "open.pkl"))
+    high_data = load_pkl(os.path.join(data_dir, "high.pkl"))
+    low_data = load_pkl(os.path.join(data_dir, "low.pkl"))
+    close_data = load_pkl(os.path.join(data_dir, "close.pkl"))
+    volume_data = load_pkl(os.path.join(data_dir, "volume.pkl"))
+    
+    dates = close_data["dtes"]
+    tkrs = close_data["tkrs"]
+    tkrs_name = close_data["tkrs_name"]
+    
+    return (
+        open_data["mtx"],
+        high_data["mtx"],
+        low_data["mtx"],
+        close_data["mtx"],
+        volume_data["mtx"],
+        dates,
+        tkrs,
+        tkrs_name,
+    )
+
+
+def load_daily_stocks(csv_path: str, target_date: int) -> List[Dict]:
+    """从CSV读取指定日期的股票列表"""
+    stocks = []
+    with open(csv_path, newline="", encoding="utf-8-sig") as f:
+        reader = csv.DictReader(f)
+        for row in reader:
+            try:
+                date = int(row.get("date", "0"))
+                if date == target_date:
+                    stocks.append({
+                        "stock_idx": int(row.get("stock_idx", "0")),
+                        "stock_code": row.get("stock_code", ""),
+                        "stock_name": row.get("stock_name", ""),
+                        "breakout_dir": row.get("breakout_dir", "none"),
+                        "breakout_strength_up": float(row.get("breakout_strength_up", "0")),
+                        "breakout_strength_down": float(row.get("breakout_strength_down", "0")),
+                    })
+            except (ValueError, TypeError):
+                continue
+    return stocks
+
+
+def plot_triangle(
+    stock_idx: int,
+    stock_code: str,
+    stock_name: str,
+    date_idx: int,
+    high_mtx: np.ndarray,
+    low_mtx: np.ndarray,
+    close_mtx: np.ndarray,
+    volume_mtx: np.ndarray,
+    dates: np.ndarray,
+    params: ConvergingTriangleParams,
+    output_path: str,
+    display_window: int = 500,  # 新增：显示窗口大小
+) -> None:
+    """绘制单只股票的收敛三角形图"""
+    
+    # 提取该股票数据并过滤NaN
+    high_stock = high_mtx[stock_idx, :]
+    low_stock = low_mtx[stock_idx, :]
+    close_stock = close_mtx[stock_idx, :]
+    volume_stock = volume_mtx[stock_idx, :]
+    
+    valid_mask = ~np.isnan(close_stock)
+    valid_indices = np.where(valid_mask)[0]
+    
+    if len(valid_indices) < params.window:
+        print(f"  [跳过] {stock_code} {stock_name}: 有效数据不足")
+        return
+    
+    # 找到date_idx在有效数据中的位置
+    if date_idx not in valid_indices:
+        print(f"  [跳过] {stock_code} {stock_name}: date_idx不在有效范围")
+        return
+    
+    valid_end = np.where(valid_indices == date_idx)[0][0]
+    if valid_end < params.window - 1:
+        print(f"  [跳过] {stock_code} {stock_name}: 窗口数据不足")
+        return
+    
+    # 提取检测窗口数据（用于三角形检测）
+    detect_start = valid_end - params.window + 1
+    high_win = high_stock[valid_mask][detect_start:valid_end + 1]
+    low_win = low_stock[valid_mask][detect_start:valid_end + 1]
+    close_win = close_stock[valid_mask][detect_start:valid_end + 1]
+    volume_win = volume_stock[valid_mask][detect_start:valid_end + 1]
+    
+    # 提取显示窗口数据（用于绘图，更长的历史）
+    display_start = max(0, valid_end - display_window + 1)
+    display_high = high_stock[valid_mask][display_start:valid_end + 1]
+    display_low = low_stock[valid_mask][display_start:valid_end + 1]
+    display_close = close_stock[valid_mask][display_start:valid_end + 1]
+    display_volume = volume_stock[valid_mask][display_start:valid_end + 1]
+    display_dates = dates[valid_indices[display_start:valid_end + 1]]
+    
+    # 检测三角形（使用检测窗口数据）
+    result = detect_converging_triangle(
+        high=high_win,
+        low=low_win,
+        close=close_win,
+        volume=volume_win,
+        params=params,
+        stock_idx=stock_idx,
+        date_idx=date_idx,
+    )
+    
+    if not result.is_valid:
+        print(f"  [跳过] {stock_code} {stock_name}: 未识别到有效三角形")
+        return
+    
+    # 绘图准备
+    x_display = np.arange(len(display_close), dtype=float)
+    
+    # 计算三角形在显示窗口中的位置偏移
+    triangle_offset = len(display_close) - len(close_win)
+    
+    # 三角形的上下沿线（相对于检测窗口）
+    a_u, a_l = result.upper_slope, result.lower_slope
+    start = result.window_start
+    end = result.window_end
+    
+    # 计算截距（基于检测窗口）
+    upper_end_val = high_win[end]
+    lower_end_val = low_win[end]
+    b_u = upper_end_val - a_u * end
+    b_l = lower_end_val - a_l * end
+    
+    # 三角形线段在显示窗口中的X坐标
+    xw_in_display = np.arange(start + triangle_offset, end + triangle_offset + 1, dtype=float)
+    # 但计算Y值时仍使用原始检测窗口的X坐标
+    xw_original = np.arange(start, end + 1, dtype=float)
+    upper_line = line_y(a_u, b_u, xw_original)
+    lower_line = line_y(a_l, b_l, xw_original)
+    
+    # 三角形检测窗口的日期范围（用于标题）
+    detect_dates = dates[valid_indices[detect_start:valid_end + 1]]
+    
+    # 创建图表
+    fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(14, 8), 
+                                     gridspec_kw={'height_ratios': [3, 1]})
+    
+    # 主图：价格和趋势线(使用显示窗口数据)
+    ax1.plot(x_display, display_close, linewidth=1.5, label='收盘价', color='black', alpha=0.7)
+    ax1.plot(xw_in_display, upper_line, linewidth=2, label='上沿', color='red', linestyle='--')
+    ax1.plot(xw_in_display, lower_line, linewidth=2, label='下沿', color='green', linestyle='--')
+    ax1.axvline(len(display_close) - 1, color='gray', linestyle=':', linewidth=1, alpha=0.5)
+    
+    ax1.set_title(
+        f"{stock_code} {stock_name} - 收敛三角形 (检测窗口: {detect_dates[0]} ~ {detect_dates[-1]})\n"
+        f"显示范围: {display_dates[0]} ~ {display_dates[-1]} ({len(display_dates)}个交易日)  "
+        f"突破方向: {result.breakout_dir}  宽度比: {result.width_ratio:.2f}  "
+        f"触碰: 上{result.touches_upper}/下{result.touches_lower}  "
+        f"放量确认: {'是' if result.volume_confirmed else '否' if result.volume_confirmed is False else '-'}",
+        fontsize=11, pad=10
+    )
+    ax1.set_ylabel('价格', fontsize=10)
+    ax1.legend(loc='best', fontsize=9)
+    ax1.grid(True, alpha=0.3)
+    
+    # X轴日期标签（稀疏显示，基于显示窗口）
+    step = max(1, len(display_dates) // 10)
+    tick_indices = np.arange(0, len(display_dates), step)
+    ax1.set_xticks(tick_indices)
+    ax1.set_xticklabels(display_dates[tick_indices], rotation=45, ha='right', fontsize=8)
+    
+    # 副图：成交量（使用显示窗口数据）
+    ax2.bar(x_display, display_volume, width=0.8, color='skyblue', alpha=0.6)
+    ax2.set_ylabel('成交量', fontsize=10)
+    ax2.set_xlabel('交易日', fontsize=10)
+    ax2.grid(True, alpha=0.3, axis='y')
+    ax2.set_xticks(tick_indices)
+    ax2.set_xticklabels(display_dates[tick_indices], rotation=45, ha='right', fontsize=8)
+    
+    plt.tight_layout()
+    plt.savefig(output_path, dpi=120)
+    plt.close()
+    
+    print(f"  [完成] {stock_code} {stock_name} -> {output_path}")
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="为当日满足收敛三角形的个股生成图表")
+    parser.add_argument(
+        "--input",
+        default=os.path.join("outputs", "converging_triangles", "all_results.csv"),
+        help="输入 CSV 路径",
+    )
+    parser.add_argument(
+        "--date",
+        type=int,
+        default=None,
+        help="指定日期（YYYYMMDD），默认为数据最新日",
+    )
+    parser.add_argument(
+        "--output-dir",
+        default=os.path.join("outputs", "converging_triangles", "charts"),
+        help="图表输出目录",
+    )
+    args = parser.parse_args()
+    
+    print("=" * 70)
+    print("收敛三角形图表生成")
+    print("=" * 70)
+    
+    # 1. 加载数据
+    print("\n[1] 加载 OHLCV 数据...")
+    data_dir = os.path.join(os.path.dirname(__file__), "..", "data")
+    open_mtx, high_mtx, low_mtx, close_mtx, volume_mtx, dates, tkrs, tkrs_name = load_ohlcv_from_pkl(data_dir)
+    print(f"    股票数: {len(tkrs)}, 交易日数: {len(dates)}")
+    
+    # 2. 确定目标日期
+    if args.date:
+        target_date = args.date
+    else:
+        # 从CSV读取最新日期
+        with open(args.input, newline="", encoding="utf-8-sig") as f:
+            reader = csv.DictReader(f)
+            all_dates = [int(r.get("date", "0")) for r in reader if r.get("date") and r["date"].isdigit()]
+            target_date = max(all_dates) if all_dates else 0
+    
+    if target_date == 0:
+        print("错误: 无法确定目标日期")
+        return
+    
+    print(f"\n[2] 目标日期: {target_date}")
+    
+    # 3. 加载当日股票列表
+    stocks = load_daily_stocks(args.input, target_date)
+    print(f"    当日满足三角形的股票数: {len(stocks)}")
+    
+    if not stocks:
+        print("当日无满足条件的股票")
+        return
+    
+    # 4. 创建输出目录并清空旧图片
+    os.makedirs(args.output_dir, exist_ok=True)
+    
+    # 清空目录中的旧图片
+    print(f"\n[4] 清空输出目录...")
+    old_files = [f for f in os.listdir(args.output_dir) if f.endswith('.png')]
+    for f in old_files:
+        os.remove(os.path.join(args.output_dir, f))
+    print(f"    已删除 {len(old_files)} 个旧图片")
+    
+    # 5. 检测参数（与 run_converging_triangle.py 保持一致）
+    params = ConvergingTriangleParams(
+        window=120,
+        pivot_k=15,
+        boundary_n_segments=2,
+        boundary_source="full",
+        upper_slope_max=0.10,
+        lower_slope_min=-0.10,
+        touch_tol=0.10,
+        touch_loss_max=0.10,
+        shrink_ratio=0.8,
+        break_tol=0.001,
+        vol_window=20,
+        vol_k=1.3,
+        false_break_m=5,
+    )
+    
+    # 6. 找到target_date在dates中的索引
+    date_idx = np.where(dates == target_date)[0]
+    if len(date_idx) == 0:
+        print(f"错误: 日期 {target_date} 不在数据范围内")
+        return
+    date_idx = date_idx[0]
+    
+    # 7. 生成图表
+    print(f"\n[3] 生成图表...")
+    for stock in stocks:
+        stock_idx = stock["stock_idx"]
+        stock_code = stock["stock_code"]
+        stock_name = stock["stock_name"]
+        
+        output_filename = f"{target_date}_{stock_code}_{stock_name}.png"
+        output_path = os.path.join(args.output_dir, output_filename)
+        
+        try:
+            plot_triangle(
+                stock_idx=stock_idx,
+                stock_code=stock_code,
+                stock_name=stock_name,
+                date_idx=date_idx,
+                high_mtx=high_mtx,
+                low_mtx=low_mtx,
+                close_mtx=close_mtx,
+                volume_mtx=volume_mtx,
+                dates=dates,
+                params=params,
+                output_path=output_path,
+                display_window=500,  # 显示500个交易日
+            )
+        except Exception as e:
+            print(f"  [错误] {stock_code} {stock_name}: {e}")
+    
+    print(f"\n完成！图表已保存至: {args.output_dir}")
+
+
+if __name__ == "__main__":
+    main()

scripts/report_converging_triangles.py

@@ -1,6 +1,21 @@
 """
 生成收敛三角形突破强度选股简报（Markdown）
 默认读取 outputs/converging_triangles/all_results.csv
+
+用法示例：
+1) 使用默认参数生成最新交易日排名
+   python scripts/report_converging_triangles.py
+
+2) 指定强度阈值与输出数量
+   python scripts/report_converging_triangles.py --threshold 0.4 --top-n 30
+
+3) 指定报告日期（YYYYMMDD）
+   python scripts/report_converging_triangles.py --report-date 20260120
+
+4) 指定输入与输出路径
+   python scripts/report_converging_triangles.py \
+       --input outputs/converging_triangles/all_results.csv \
+       --output outputs/converging_triangles/report.md
 """
 
 from __future__ import annotations
@@ -93,41 +108,30 @@ def best_by_stock(
     )
 
 
-def best_combined_by_stock(
+def daily_rank_by_strength(
     rows: List[Dict[str, Any]],
-    threshold: float,
+    target_date: int,
+    top_n: int,
 ) -> List[Dict[str, Any]]:
-    filtered: List[Dict[str, Any]] = []
+    candidates: List[Dict[str, Any]] = []
     for r in rows:
+        if r.get("date") != target_date:
+            continue
         if r.get("breakout_dir") not in ("up", "down"):
             continue
         strength_up = r.get("breakout_strength_up", 0.0)
         strength_down = r.get("breakout_strength_down", 0.0)
         combined = max(strength_up, strength_down)
-        if combined <= threshold:
-            continue
         r = dict(r)
         r["combined_strength"] = combined
         r["combined_dir"] = "up" if strength_up >= strength_down else "down"
-        filtered.append(r)
-
-    best_map: Dict[str, Dict[str, Any]] = {}
-    for r in filtered:
-        key = r.get("stock_code") or f"IDX{r.get('stock_idx', '')}"
-        prev = best_map.get(key)
-        if prev is None:
-            best_map[key] = r
-            continue
-        if r["combined_strength"] > prev["combined_strength"]:
-            best_map[key] = r
-        elif r["combined_strength"] == prev["combined_strength"] and r.get("date", 0) > prev.get("date", 0):
-            best_map[key] = r
+        candidates.append(r)
 
     return sorted(
-        best_map.values(),
+        candidates,
         key=lambda x: (x.get("combined_strength", 0.0), x.get("date", 0)),
         reverse=True,
-    )
+    )[:top_n]
 
 
 def count_by_dir(rows: List[Dict[str, Any]]) -> Dict[str, int]:
@@ -152,90 +156,118 @@ def build_report(
     rows: List[Dict[str, Any]],
     threshold: float,
     top_n: int,
+    report_date: Optional[int],
     output_path: str,
 ) -> None:
     total = len(rows)
     if total == 0:
-        content = "# 收敛三角形突破强度选股简报\n\n数据为空。\n"
+        content = "# 收敛三角形当日选股简报\n\n数据为空。\n"
         with open(output_path, "w", encoding="utf-8") as f:
             f.write(content)
         return
 
     dates = [r.get("date", 0) for r in rows if r.get("date", 0) > 0]
-    date_min = min(dates) if dates else 0
     date_max = max(dates) if dates else 0
-    counts = count_by_dir(rows)
 
-    up_picks = best_by_stock(rows, "breakout_strength_up", threshold, "up")[:top_n]
-    down_picks = best_by_stock(rows, "breakout_strength_down", threshold, "down")[:top_n]
-    combined_picks = best_combined_by_stock(rows, threshold)[:top_n]
+    target_date = report_date or date_max
+    daily_rows = [r for r in rows if r.get("date") == target_date]
+    daily_counts = count_by_dir(daily_rows)
+    
+    # 按方向分类并排序
+    daily_up = sorted(
+        [r for r in daily_rows if r.get("breakout_dir") == "up"],
+        key=lambda x: x.get("breakout_strength_up", 0.0),
+        reverse=True
+    )
+    daily_down = sorted(
+        [r for r in daily_rows if r.get("breakout_dir") == "down"],
+        key=lambda x: x.get("breakout_strength_down", 0.0),
+        reverse=True
+    )
+    daily_none = sorted(
+        [r for r in daily_rows if r.get("breakout_dir") == "none"],
+        key=lambda x: max(x.get("breakout_strength_up", 0.0), x.get("breakout_strength_down", 0.0)),
+        reverse=True
+    )
 
     now_str = datetime.now().strftime("%Y-%m-%d %H:%M")
 
     lines: List[str] = []
-    lines.append("# 收敛三角形突破强度选股简报")
+    lines.append("# 收敛三角形当日选股简报")
+    lines.append("")
+    lines.append("## 数据说明")
+    lines.append("")
+    lines.append("- **股票池**：108 只个股（从万得全A按顺序索引，等距50取样）")
+    lines.append("- **检测窗口**：400 个交易日")
+    lines.append("- **检测算法**：收敛三角形形态识别（基于枢轴点、趋势线拟合与收敛度判定）")
+    lines.append("")
+    lines.append(f"## {target_date} 当日统计")
     lines.append("")
     lines.append(f"- 生成时间：{now_str}")
-    if date_min and date_max:
-        lines.append(f"- 数据范围：{date_min} ~ {date_max}")
-    lines.append(f"- 记录数：{total}")
-    lines.append(f"- 突破方向统计：上破 {counts.get('up', 0)} / 下破 {counts.get('down', 0)} / 无突破 {counts.get('none', 0)}")
+    lines.append(f"- 当日满足收敛三角形的个股：{len(daily_rows)} 只")
+    lines.append(f"  - 向上突破：{daily_counts.get('up', 0)} 只")
+    lines.append(f"  - 向下突破：{daily_counts.get('down', 0)} 只")
+    lines.append(f"  - 无突破（形态成立但未突破）：{daily_counts.get('none', 0)} 只")
     lines.append("")
-    lines.append("## 筛选条件")
-    lines.append(f"- 强度阈值：> {threshold}")
-    lines.append(f"- 每方向最多输出：{top_n} 只（按单只股票的最高强度去重）")
-    lines.append("")
-    lines.append("## 综合突破强度候选")
-    if combined_picks:
-        lines.append("| 排名 | 股票 | 日期 | 方向 | 综合强度 | 宽度比 | 放量确认 |")
-        lines.append("| --- | --- | --- | --- | --- | --- | --- |")
-        for i, r in enumerate(combined_picks, start=1):
+    
+    # 向上突破
+    lines.append("## 向上突破")
+    if daily_up:
+        lines.append("| 排名 | 股票 | 突破强度 | 宽度比 | 触碰(上/下) | 放量确认 |")
+        lines.append("| --- | --- | --- | --- | --- | --- |")
+        for i, r in enumerate(daily_up, start=1):
             stock = f"{r.get('stock_code', '')} {r.get('stock_name', '')}".strip()
             lines.append(
-                f"| {i} | {stock} | {r.get('date', '')} | "
-                f"{r.get('combined_dir', '')} | {r.get('combined_strength', 0.0):.4f} | "
-                f"{r.get('width_ratio', 0.0):.4f} | {fmt_bool(r.get('volume_confirmed'))} |"
-            )
-    else:
-        lines.append("无满足条件的综合突破记录。")
-    lines.append("")
-    lines.append("## 向上突破候选")
-    if up_picks:
-        lines.append("| 排名 | 股票 | 日期 | 强度 | 宽度比 | 触碰(上/下) | 放量确认 |")
-        lines.append("| --- | --- | --- | --- | --- | --- | --- |")
-        for i, r in enumerate(up_picks, start=1):
-            stock = f"{r.get('stock_code', '')} {r.get('stock_name', '')}".strip()
-            lines.append(
-                f"| {i} | {stock} | {r.get('date', '')} | "
+                f"| {i} | {stock} | "
                 f"{r.get('breakout_strength_up', 0.0):.4f} | "
                 f"{r.get('width_ratio', 0.0):.4f} | "
                 f"{r.get('touches_upper', 0)}/{r.get('touches_lower', 0)} | "
                 f"{fmt_bool(r.get('volume_confirmed'))} |"
             )
     else:
-        lines.append("无满足条件的向上突破记录。")
+        lines.append("当日无向上突破记录。")
     lines.append("")
-    lines.append("## 向下突破候选")
-    if down_picks:
-        lines.append("| 排名 | 股票 | 日期 | 强度 | 宽度比 | 触碰(上/下) | 放量确认 |")
-        lines.append("| --- | --- | --- | --- | --- | --- | --- |")
-        for i, r in enumerate(down_picks, start=1):
+    
+    # 向下突破
+    lines.append("## 向下突破")
+    if daily_down:
+        lines.append("| 排名 | 股票 | 突破强度 | 宽度比 | 触碰(上/下) | 放量确认 |")
+        lines.append("| --- | --- | --- | --- | --- | --- |")
+        for i, r in enumerate(daily_down, start=1):
             stock = f"{r.get('stock_code', '')} {r.get('stock_name', '')}".strip()
             lines.append(
-                f"| {i} | {stock} | {r.get('date', '')} | "
+                f"| {i} | {stock} | "
                 f"{r.get('breakout_strength_down', 0.0):.4f} | "
                 f"{r.get('width_ratio', 0.0):.4f} | "
                 f"{r.get('touches_upper', 0)}/{r.get('touches_lower', 0)} | "
                 f"{fmt_bool(r.get('volume_confirmed'))} |"
             )
     else:
-        lines.append("无满足条件的向下突破记录。")
+        lines.append("当日无向下突破记录。")
     lines.append("")
+    
+    # 无突破（形态成立）
+    lines.append("## 无突破（形态成立）")
+    if daily_none:
+        lines.append("| 排名 | 股票 | 宽度比 | 触碰(上/下) |")
+        lines.append("| --- | --- | --- | --- |")
+        for i, r in enumerate(daily_none, start=1):
+            stock = f"{r.get('stock_code', '')} {r.get('stock_name', '')}".strip()
+            lines.append(
+                f"| {i} | {stock} | "
+                f"{r.get('width_ratio', 0.0):.4f} | "
+                f"{r.get('touches_upper', 0)}/{r.get('touches_lower', 0)} |"
+            )
+    else:
+        lines.append("当日无未突破记录。")
+    lines.append("")
+    
     lines.append("## 说明")
-    lines.append("- 强度由价格突破幅度、收敛程度与成交量放大综合计算。")
-    lines.append("- 仅统计 `breakout_dir` 与方向一致的记录。")
-    lines.append("- 每只股票仅保留强度最高的一条记录（同强度取最新日期）。")
-    lines.append("- 综合强度 = max(向上强度, 向下强度)。")
+    lines.append("")
+    lines.append("- **突破强度**：价格突破幅度、收敛程度与成交量放大综合计算（0~1）")
+    lines.append("- **宽度比**：三角形末端宽度 / 起始宽度（越小越收敛）")
+    lines.append("- **触碰(上/下)**：价格触碰上沿和下沿的次数")
+    lines.append("- **放量确认**：突破时成交量是否显著放大")
     lines.append("")
 
     with open(output_path, "w", encoding="utf-8") as f:
@@ -256,6 +288,7 @@ def main() -> None:
     )
     parser.add_argument("--threshold", type=float, default=0.3, help="强度阈值")
     parser.add_argument("--top-n", type=int, default=20, help="每方向输出数量")
+    parser.add_argument("--report-date", type=int, default=None, help="指定报告日期（YYYYMMDD）")
     args = parser.parse_args()
 
     if not os.path.exists(args.input):
@@ -265,7 +298,7 @@ def main() -> None:
     output_dir = os.path.dirname(args.output)
     if output_dir:
         os.makedirs(output_dir, exist_ok=True)
-    build_report(rows, args.threshold, args.top_n, args.output)
+    build_report(rows, args.threshold, args.top_n, args.report_date, args.output)
     print(f"Report saved to: {args.output}")
 
 

scripts/run_converging_triangle.py

@@ -6,6 +6,7 @@
 import os
 import sys
 import pickle
+import time
 import numpy as np
 import pandas as pd
 
@@ -27,8 +28,8 @@ DATA_DIR = os.path.join(os.path.dirname(__file__), "..", "data")
 
 # --- 检测参数 ---
 PARAMS = ConvergingTriangleParams(
-    window=400,
-    pivot_k=20,
+    window=120,
+    pivot_k=15,
     boundary_n_segments=2,
     boundary_source="full",
     upper_slope_max=0.10,
@@ -108,17 +109,22 @@ def load_ohlcv_from_pkl(data_dir: str) -> tuple:
 # ============================================================================
 
 def main() -> None:
+    start_time = time.time()
+    
     print("=" * 70)
     print("Converging Triangle Batch Detection")
     print("=" * 70)
     
     # 1. 加载数据
     print("\n[1] Loading OHLCV pkl files...")
+    load_start = time.time()
     open_mtx, high_mtx, low_mtx, close_mtx, volume_mtx, dates, tkrs, tkrs_name = load_ohlcv_from_pkl(DATA_DIR)
+    load_time = time.time() - load_start
     n_stocks, n_days = close_mtx.shape
     print(f"    Stocks: {n_stocks}")
     print(f"    Days: {n_days}")
     print(f"    Date range: {dates[0]} ~ {dates[-1]}")
+    print(f"    加载耗时: {load_time:.2f} 秒")
     
     # 2. 找有效数据范围（排除全 NaN 的列）
     any_valid = np.any(~np.isnan(close_mtx), axis=0)
@@ -142,6 +148,7 @@ def main() -> None:
     
     # 3. 批量检测
     print("\n[3] Running batch detection...")
+    detect_start = time.time()
     df = detect_converging_triangle_batch(
         open_mtx=open_mtx,
         high_mtx=high_mtx,
@@ -154,6 +161,8 @@ def main() -> None:
         only_valid=ONLY_VALID,
         verbose=VERBOSE,
     )
+    detect_time = time.time() - detect_start
+    print(f"    检测耗时: {detect_time:.2f} 秒")
     
     # 4. 添加股票代码、名称和真实日期
     if len(df) > 0:
@@ -224,6 +233,11 @@ def main() -> None:
         ]
         display_cols = [c for c in display_cols if c in df.columns]
         print(df[display_cols].head(10).to_string(index=False))
+    
+    total_time = time.time() - start_time
+    print("\n" + "=" * 70)
+    print(f"总耗时: {total_time:.2f} 秒 ({total_time/60:.2f} 分钟)")
+    print("=" * 70)
 
 
 if __name__ == "__main__":