专业建设物流行业网站,凡科网建站模板,毕业设计做网站的步骤,网络营销产生的基础包括TA-Lib学习研究笔记#xff08;九#xff09;——Pattern Recognition #xff08;6#xff09;
最全面的形态识别的函数的应用#xff0c;通过使用A股实际的数据#xff0c;验证形态识别函数#xff0c;用K线显示出现标志的形态走势#xff0c;由于入口参数基本上是o…TA-Lib学习研究笔记九——Pattern Recognition 6
最全面的形态识别的函数的应用通过使用A股实际的数据验证形态识别函数用K线显示出现标志的形态走势由于入口参数基本上是open, high, low, close 统一设置程序代码只更换函数即可。 发现有的形态在一个股票上从未出现选择多个股票参与计算测试。 函数返回值integer (values are -100, 0 or 100) 0 是无形态信号。100 和 -100 是有正向或负向的形态信号。
51.CDLSHORTLINE - Short Line Candle 函数名CDLSHORTLINE 名称Short Line Candle 短蜡烛 简介一日K线模式实体短无上下影线 语法
integer CDLSHORTLINE(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2000-01-18 -100 2000-01-19 100 open high low close pct_chg
trade_date
2000-01-10 19.79 20.48 19.77 20.14 3.07
2000-01-11 20.15 20.20 18.80 19.00 -5.66
2000-01-12 19.00 19.20 18.13 18.24 -4.00
2000-01-13 18.20 18.40 17.90 18.14 -0.55
2000-01-14 18.14 18.39 17.75 17.88 -1.43
2000-01-17 17.90 18.10 17.50 18.08 1.12
2000-01-18 18.00 18.08 17.58 17.69 -2.16
2000-01-19 17.50 17.85 17.50 17.79 0.57
2000-01-20 17.80 17.90 17.55 17.81 0.11
2000-01-21 17.80 18.26 17.66 17.96 0.84
2000-01-24 17.91 17.95 17.20 17.50 -2.56
2000-01-25 17.50 18.29 17.50 17.73 1.31
2000-01-26 17.72 17.88 17.50 17.64 -0.51
2000-01-27 17.65 18.17 17.55 17.89 1.42
2000-01-28 18.00 18.58 17.66 18.50 3.41open high low close pct_chg
trade_date
2000-01-10 19.79 20.48 19.77 20.14 3.07
2000-01-11 20.15 20.20 18.80 19.00 -5.66
2000-01-12 19.00 19.20 18.13 18.24 -4.00
2000-01-13 18.20 18.40 17.90 18.14 -0.55
2000-01-14 18.14 18.39 17.75 17.88 -1.43
2000-01-17 17.90 18.10 17.50 18.08 1.12
2000-01-18 18.00 18.08 17.58 17.69 -2.16
2000-01-19 17.50 17.85 17.50 17.79 0.57
2000-01-20 17.80 17.90 17.55 17.81 0.11
2000-01-21 17.80 18.26 17.66 17.96 0.84
2000-01-24 17.91 17.95 17.20 17.50 -2.56
2000-01-25 17.50 18.29 17.50 17.73 1.31
2000-01-26 17.72 17.88 17.50 17.64 -0.51
2000-01-27 17.65 18.17 17.55 17.89 1.42
2000-01-28 18.00 18.58 17.66 18.50 3.4152.CDLSPINNINGTOP - Spinning Top 函数名CDLSPINNINGTOP 名称Spinning Top 纺锤 简介一日K线实体小。 语法
integer CDLSPINNINGTOP(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2000-01-20 100 2000-01-26 -100
open high low close pct_chg
trade_date
2000-01-10 19.79 20.48 19.77 20.14 3.07
2000-01-11 20.15 20.20 18.80 19.00 -5.66
2000-01-12 19.00 19.20 18.13 18.24 -4.00
2000-01-13 18.20 18.40 17.90 18.14 -0.55
2000-01-14 18.14 18.39 17.75 17.88 -1.43
2000-01-17 17.90 18.10 17.50 18.08 1.12
2000-01-18 18.00 18.08 17.58 17.69 -2.16
2000-01-19 17.50 17.85 17.50 17.79 0.57
2000-01-20 17.80 17.90 17.55 17.81 0.11
2000-01-21 17.80 18.26 17.66 17.96 0.84
2000-01-24 17.91 17.95 17.20 17.50 -2.56
2000-01-25 17.50 18.29 17.50 17.73 1.31
2000-01-26 17.72 17.88 17.50 17.64 -0.51
2000-01-27 17.65 18.17 17.55 17.89 1.42
2000-01-28 18.00 18.58 17.66 18.50 3.41open high low close pct_chg
trade_date
2000-01-17 17.90 18.10 17.50 18.08 1.12
2000-01-18 18.00 18.08 17.58 17.69 -2.16
2000-01-19 17.50 17.85 17.50 17.79 0.57
2000-01-20 17.80 17.90 17.55 17.81 0.11
2000-01-21 17.80 18.26 17.66 17.96 0.84
2000-01-24 17.91 17.95 17.20 17.50 -2.56
2000-01-25 17.50 18.29 17.50 17.73 1.31
2000-01-26 17.72 17.88 17.50 17.64 -0.51
2000-01-27 17.65 18.17 17.55 17.89 1.42
2000-01-28 18.00 18.58 17.66 18.50 3.4153.CDLSTALLEDPATTERN - Stalled Pattern 函数名CDLSTALLEDPATTERN 名称Stalled Pattern 停顿形态 简介三日K线模式上涨趋势中第二日长阳线 第三日开盘于前一日收盘价附近短阳线预示着上涨结束 语法
integer CDLSTALLEDPATTERN(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2002-11-29 -100 2006-02-06 -100 open high low close pct_chg
trade_date
2002-11-19 12.20 12.35 12.00 12.29 0.57
2002-11-20 12.28 12.31 12.07 12.15 -1.14
2002-11-21 12.12 12.15 11.80 11.81 -2.80
2002-11-22 11.81 12.00 11.60 11.80 -0.08
2002-11-25 11.78 11.90 11.65 11.83 0.25
2002-11-26 11.83 11.95 11.55 11.60 -1.94
2002-11-27 11.50 11.74 11.40 11.70 0.86
2002-11-28 11.70 12.00 11.58 11.99 2.48
2002-11-29 12.00 12.35 11.90 12.10 0.92
2002-12-02 12.09 12.09 11.60 11.62 -3.97
2002-12-03 11.63 11.79 11.58 11.76 1.20
2002-12-04 11.76 11.94 11.68 11.79 0.26
2002-12-05 11.78 11.78 11.50 11.64 -1.27
2002-12-06 11.64 11.78 11.52 11.64 0.00
2002-12-09 11.59 11.74 11.50 11.57 -0.60open high low close pct_chg
trade_date
2006-02-06 6.35 6.47 6.32 6.40 0.79
2006-02-07 6.40 6.40 6.20 6.30 -1.56
2006-02-08 6.27 6.31 6.18 6.30 0.00
2006-02-09 6.28 6.29 6.18 6.19 -1.75
2006-02-10 6.20 6.24 6.15 6.21 0.32
2006-02-13 6.21 6.26 6.16 6.21 0.00
2006-02-14 6.19 6.29 6.16 6.23 0.32
2006-02-15 6.27 6.44 6.27 6.32 1.44
2006-02-16 6.30 6.30 6.17 6.17 -2.3754.CDLSTICKSANDWICH - Stick Sandwich 函数名CDLSTICKSANDWICH 名称Stick Sandwich 条形三明治 简介三日K线模式第一日长阴线第二日阳线开盘价高于前一日收盘价 第三日开盘价高于前两日最高价收盘价于第一日收盘价相同。 语法
integer CDLSTICKSANDWICH(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2010-02-22 100 open high low close pct_chg
trade_date
2010-02-12 22.17 22.60 22.17 22.45 1.54
2010-02-22 22.31 22.45 22.08 22.10 -1.56
2010-02-23 22.03 22.05 21.40 21.55 -2.49
2010-02-24 21.41 21.79 21.22 21.71 0.74
2010-02-25 21.67 22.41 21.61 22.15 2.03
2010-02-26 22.01 22.62 21.98 22.45 1.35
2010-03-02 22.89 23.96 22.89 23.11 2.94
2010-03-03 23.11 23.35 22.80 23.30 0.82
2010-03-04 23.32 23.63 23.00 23.10 -0.8655.CDLTAKURI - Takuri (Dragonfly Doji with very long lower shadow) 函数名CDLTAKURI 名称Takuri (Dragonfly Doji with very long lower shadow) 探水竿 简介一日K线模式大致与蜻蜓十字相同下影线长度长。 语法
integer CDLTAKURI(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2000-12-04 100 2001-02-16 100
open high low close pct_chg
trade_date
2000-11-24 15.95 16.36 15.70 15.83 -0.31
2000-11-27 15.80 15.80 15.60 15.63 -1.26
2000-11-28 15.63 15.75 15.60 15.67 0.26
2000-11-29 15.67 15.68 15.48 15.52 -0.96
2000-11-30 15.51 15.65 15.46 15.49 -0.19
2000-12-01 15.50 15.60 15.44 15.49 0.00
2000-12-04 15.50 15.52 15.40 15.49 0.00
2000-12-05 15.50 15.64 15.50 15.51 0.13
2000-12-06 15.52 15.58 15.35 15.38 -0.84
2000-12-07 15.38 15.40 15.25 15.30 -0.52
2000-12-08 15.15 15.30 15.10 15.18 -0.78
2000-12-11 15.18 15.20 14.75 14.79 -2.57
2000-12-12 14.79 15.00 14.65 14.99 1.35
2000-12-13 15.00 15.11 14.81 14.84 -1.00
2000-12-14 14.99 15.16 14.84 14.96 0.81open high low close pct_chg
trade_date
2001-02-06 14.59 14.80 14.38 14.68 0.62
2001-02-07 14.69 14.80 14.50 14.54 -0.95
2001-02-08 14.54 14.60 14.00 14.13 -2.82
2001-02-09 14.15 14.50 14.15 14.39 1.84
2001-02-12 14.40 14.50 14.12 14.39 0.00
2001-02-13 14.41 14.45 14.30 14.30 -0.63
2001-02-14 14.26 14.32 14.20 14.21 -0.63
2001-02-15 14.28 14.35 14.14 14.15 -0.42
2001-02-16 14.16 14.20 14.05 14.19 0.28
2001-02-19 14.18 14.50 14.12 14.49 2.11
2001-02-20 14.45 14.56 14.20 14.27 -1.52
2001-02-21 14.25 14.25 13.95 14.00 -1.89
2001-02-22 13.90 14.00 13.84 13.86 -1.00
2001-02-23 13.80 14.12 13.80 14.12 1.88
2001-02-26 14.15 14.36 14.14 14.21 0.6456.CDLTASUKIGAP - Tasuki Gap 函数名CDLTASUKIGAP 名称Tasuki Gap 跳空并列阴阳线 简介三日K线模式分上涨和下跌以上升为例 前两日阳线第二日跳空第三日阴线收盘价于缺口中上升趋势持续。 语法
integer CDLTASUKIGAP(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2000-08-15 100 2007-08-30 -100 open high low close pct_chg
trade_date
2000-08-07 18.31 18.60 18.20 18.30 0.27
2000-08-08 18.35 18.40 18.10 18.21 -0.49
2000-08-09 18.20 18.58 18.15 18.35 0.77
2000-08-10 18.35 18.43 18.20 18.22 -0.71
2000-08-11 18.23 18.45 18.20 18.29 0.38
2000-08-14 18.35 18.85 18.32 18.51 1.20
2000-08-15 18.50 18.59 18.28 18.30 -1.13
2000-08-16 18.40 18.59 18.24 18.42 0.66
2000-08-17 18.42 18.95 18.40 18.58 0.87
2000-08-18 18.60 18.70 18.45 18.48 -0.54
2000-08-21 18.50 18.70 18.38 18.40 -0.43
2000-08-22 18.40 18.50 18.10 18.16 -1.30
2000-08-23 18.10 18.30 17.71 18.09 -0.39
2000-08-24 18.08 18.39 17.95 18.10 0.06
2000-08-25 18.15 18.20 18.00 18.10 0.00open high low close pct_chg
trade_date
2007-08-20 36.00 38.15 36.00 37.90 8.66
2007-08-21 38.45 39.26 37.70 38.56 1.74
2007-08-22 37.85 39.58 37.63 38.59 0.08
2007-08-23 38.40 38.80 37.70 38.39 -0.52
2007-08-24 38.34 40.02 38.20 39.60 3.15
2007-08-27 39.58 40.86 38.41 39.20 -1.01
2007-08-28 38.52 38.80 37.50 37.99 -3.09
2007-08-29 37.48 37.68 36.60 36.84 -3.03
2007-08-30 37.28 38.08 36.58 37.70 2.33
2007-08-31 37.65 38.10 36.95 38.00 0.80
2007-09-03 38.10 38.58 37.86 37.88 -0.32
2007-09-04 37.82 37.85 36.70 37.00 -2.32
2007-09-05 37.00 37.28 36.04 36.79 -0.57
2007-09-06 37.02 38.12 36.70 37.20 1.11
2007-09-07 37.30 38.00 37.00 37.10 -0.2757.CDLTHRUSTING - Thrusting Pattern 函数名CDLTHRUSTING 名称Thrusting Pattern 插入 简介二日K线模式与颈上线类似下跌趋势中第一日长阴线第二日开盘价跳空 收盘价略低于前一日实体中部与颈上线相比实体较长预示着趋势持续。 语法
integer CDLTHRUSTING(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2000-07-04 -100 2001-12-25 -100
open high low close pct_chg
trade_date
2000-06-26 18.22 18.32 18.10 18.20 -0.11
2000-06-27 18.20 18.30 18.05 18.13 -0.38
2000-06-28 18.13 18.30 18.10 18.15 0.11
2000-06-29 18.15 18.20 18.00 18.07 -0.44
2000-06-30 18.08 18.26 17.90 18.13 0.33
2000-07-03 18.00 18.03 17.70 17.74 -2.15
2000-07-04 17.68 17.99 17.59 17.84 0.56
2000-07-05 17.85 17.86 17.60 17.67 -0.95
2000-07-06 17.67 17.85 17.66 17.72 0.28
2000-07-07 17.75 18.05 17.70 17.94 1.24
2000-07-10 18.00 18.10 17.70 17.71 -1.28
2000-07-11 17.74 18.16 17.73 18.03 1.81
2000-07-12 18.03 18.55 17.98 18.21 1.00
2000-07-13 18.21 18.40 17.95 18.00 -1.15
2000-07-14 18.00 18.08 17.85 17.96 -0.22open high low close pct_chg
trade_date
2001-12-17 12.69 12.77 12.58 12.60 -0.87
2001-12-18 12.60 12.70 12.58 12.70 0.79
2001-12-19 12.72 12.80 12.50 12.54 -1.26
2001-12-20 12.50 12.54 12.25 12.31 -1.83
2001-12-21 12.30 12.35 12.28 12.33 0.16
2001-12-24 12.40 12.41 12.04 12.10 -1.87
2001-12-25 12.03 12.18 11.99 12.13 0.25
2001-12-26 12.13 12.30 12.05 12.30 1.40
2001-12-27 12.30 12.42 12.08 12.10 -1.63
2001-12-28 12.10 12.25 12.08 12.16 0.50
2001-12-31 12.20 12.30 12.10 12.25 0.74
2002-01-04 12.28 12.30 12.07 12.11 -1.1458.CDLTRISTAR - Tristar Pattern 函数名CDLTRISTAR 名称Tristar Pattern 三星 简介三日K线模式由三个十字组成 第二日十字必须高于或者低于第一日和第三日预示着反转。 语法
integer CDLTRISTAR(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2013-02-19 -100 2015-01-26 -100 open high low close pct_chg
trade_date
2013-02-18 20.91 21.49 20.73 20.90 0.72
2013-02-19 20.80 21.11 20.67 20.81 -0.43
2013-02-20 20.85 20.99 19.69 20.30 -2.45
2013-02-21 20.00 20.00 19.06 19.60 -3.45
2013-02-22 19.50 19.69 18.95 19.12 -2.45
2013-02-25 19.26 20.30 19.22 20.01 4.65
2013-02-26 19.81 21.97 19.70 20.85 4.20
2013-02-27 21.01 21.82 20.85 21.02 0.82
2013-02-28 21.14 23.00 21.03 23.00 9.42
2013-03-01 22.93 23.24 22.37 23.06 0.26open high low close pct_chg
trade_date
2015-01-16 15.40 15.62 15.18 15.37 0.13
2015-01-19 14.01 14.57 13.83 13.83 -10.02
2015-01-20 13.83 14.06 13.56 13.83 0.00
2015-01-21 13.88 14.60 13.75 14.42 4.27
2015-01-22 14.34 14.52 14.16 14.30 -0.83
2015-01-23 14.36 14.63 14.30 14.40 0.70
2015-01-26 14.36 14.44 14.16 14.34 -0.42
2015-01-27 14.35 14.37 13.83 13.99 -2.44
2015-01-28 13.87 14.30 13.80 14.06 0.50
2015-01-29 13.82 14.01 13.75 13.90 -1.14
2015-01-30 13.93 14.12 13.76 13.93 0.22
2015-02-02 13.60 13.80 13.55 13.63 -2.15
2015-02-03 13.78 13.99 13.62 13.95 2.35
2015-02-04 14.00 14.04 13.70 13.71 -1.72
2015-02-05 14.30 14.43 13.76 13.79 0.5859.CDLUNIQUE3RIVER - Unique 3 River 函数名CDLUNIQUE3RIVER 名称Unique 3 River 奇特三河床 简介三日K线模式下跌趋势中第一日长阴线第二日为锤头最低价创新低第三日开盘价低于第二日收盘价收阳线 收盘价不高于第二日收盘价预示着反转第二日下影线越长可能性越大。 语法
integer CDLUNIQUE3RIVER(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2001-11-20 100 2007-10-22 100
open high low close pct_chg
trade_date
2001-11-12 13.34 13.39 13.15 13.27 -0.38
2001-11-13 13.25 13.48 13.18 13.29 0.15
2001-11-14 13.27 13.35 13.18 13.19 -0.75
2001-11-15 13.18 13.27 13.00 13.09 -0.76
2001-11-16 13.88 14.20 13.20 13.25 1.22
2001-11-19 13.38 13.38 13.15 13.26 0.08
2001-11-20 13.35 13.57 13.25 13.49 1.73
2001-11-21 13.55 13.70 13.39 13.69 1.48
2001-11-22 13.69 13.80 13.60 13.70 0.07
2001-11-23 13.70 13.71 13.50 13.54 -1.17
2001-11-26 13.50 13.50 13.37 13.39 -1.11
2001-11-27 13.39 13.48 13.35 13.43 0.30
2001-11-28 13.48 13.75 13.44 13.50 0.52
2001-11-29 13.50 13.55 13.35 13.39 -0.81
2001-11-30 13.35 13.50 13.30 13.42 0.22open high low close pct_chg
trade_date
2007-10-12 41.30 41.40 38.10 39.41 -3.90
2007-10-15 40.00 40.70 38.70 39.80 0.99
2007-10-16 40.10 42.50 39.76 41.95 5.40
2007-10-17 41.79 43.26 40.96 41.85 -0.24
2007-10-18 42.00 42.20 39.48 39.50 -5.62
2007-10-19 40.00 40.99 39.00 39.81 0.78
2007-10-22 39.60 40.60 38.50 39.81 0.00
2007-10-23 40.10 41.40 40.05 41.10 3.24
2007-10-24 41.30 43.12 41.27 41.80 1.70
2007-10-25 41.88 43.00 40.85 41.13 -1.60
2007-10-26 41.70 45.13 41.59 44.58 8.39
2007-10-29 44.93 47.58 44.59 45.25 1.50
2007-10-30 45.25 45.60 44.20 45.10 -0.33
2007-10-31 45.98 48.80 45.30 48.05 6.54
2007-11-01 47.11 48.98 47.01 47.20 -1.7760.CDLUPSIDEGAP2CROWS - Upside Gap Two Crows 函数名CDLUPSIDEGAP2CROWS 名称Upside Gap Two Crows 向上跳空的两只乌鸦 简介三日K线模式第一日阳线第二日跳空以高于第一日最高价开盘 收阴线第三日开盘价高于第二日收阴线与第一日比仍有缺口。 语法
integer CDLUPSIDEGAP2CROWS(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2007-06-25 -100 open high low close pct_chg
trade_date
2007-06-20 33.00 33.30 30.66 31.19 8.71
2007-06-21 32.44 34.31 31.25 34.31 10.00
2007-06-22 35.60 35.80 33.80 35.40 3.18
2007-06-25 36.01 36.58 34.35 35.20 -0.57
2007-06-27 31.68 33.79 31.68 32.22 -8.47
2007-06-28 31.50 32.37 30.03 30.14 -6.46
2007-06-29 29.80 29.98 27.22 27.52 -8.69
2007-07-02 26.81 27.86 26.57 27.40 -0.44
2007-07-03 27.55 28.15 26.73 27.23 -0.62
2007-07-04 27.45 27.55 26.10 26.20 -3.78
2007-07-05 25.70 26.87 25.14 25.20 -3.8261.CDLXSIDEGAP3METHODS - Upside/Downside Gap Three Methods 函数名CDLXSIDEGAP3METHODS 名称Upside/Downside Gap Three Methods 上升/下降跳空三法 简介五日K线模式以上升跳空三法为例上涨趋势中第一日长阳线第二日短阳线第三日跳空阳线第四日阴线开盘价与收盘价于前两日实体内 第五日长阳线收盘价高于第一日收盘价预示股价上升。 语法
integer CDLXSIDEGAP3METHODS(open, high, low, close)stock code: 000001.SZ position Pattern date: trade_date 2000-06-01 -100 2003-05-20 100 open high low close pct_chg
trade_date
2000-05-22 17.95 18.29 17.91 18.08 0.84
2000-05-23 18.08 18.20 17.68 18.16 0.44
2000-05-24 18.16 18.25 17.96 18.07 -0.50
2000-05-25 18.10 18.99 18.10 18.65 3.21
2000-05-26 18.80 18.89 18.30 18.32 -1.77
2000-05-29 18.32 18.50 18.00 18.27 -0.27
2000-05-30 18.37 18.47 18.00 18.05 -1.20
2000-05-31 18.04 18.25 17.90 18.00 -0.28
2000-06-01 18.01 18.30 17.95 18.06 0.33
2000-06-02 18.06 18.50 18.00 18.20 0.78
2000-06-05 18.20 18.45 18.05 18.10 -0.55
2000-06-06 18.15 18.32 18.00 18.26 0.88
2000-06-07 18.30 18.65 18.26 18.50 1.31
2000-06-08 18.60 19.23 18.60 18.70 1.08
2000-06-09 18.89 18.96 18.28 18.35 -1.87open high low close pct_chg
trade_date
2003-05-12 12.20 12.76 11.98 12.59 1.29
2003-05-13 12.62 12.73 11.92 11.96 -5.00
2003-05-14 11.91 12.17 11.80 12.07 0.92
2003-05-15 12.10 12.31 11.90 12.25 1.49
2003-05-16 12.27 13.18 12.25 12.60 2.86
2003-05-19 12.65 12.95 12.47 12.80 1.59
2003-05-20 12.78 12.78 12.45 12.53 -2.11
2003-05-21 12.50 12.79 12.36 12.39 -1.12
2003-05-22 12.39 12.61 12.18 12.53 1.13
2003-05-23 12.58 12.85 12.48 12.59 0.48
2003-05-26 12.59 12.83 12.57 12.73 1.11
2003-05-27 12.76 12.88 12.64 12.72 -0.08
2003-05-28 12.75 13.00 12.60 12.61 -0.86
2003-05-29 12.58 12.66 12.30 12.64 0.24
2003-05-30 12.70 12.77 12.37 12.55 -0.7161个函数终于整理完了大家共同学习点赞收藏
