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解锁chan.py:用Python搭建专业缠论分析系统的终极指南

  • 2026-07-02 10:45:41
解锁chan.py:用Python搭建专业缠论分析系统的终极指南

从理论到实战,5分钟上手缠论量化交易

缠论,作为技术分析领域的一颗明珠,以其严谨的数学逻辑和精准的买卖点判断备受推崇。然而,面对“笔、线段、中枢、背驰、三类买卖点”这些抽象概念,许多交易者往往望而却步——手工画线耗时费力,多级别联立分析更是难上加难。

直到chan.py的出现,彻底改变了这一局面。

今天,带你全面了解这个开源的Python缠论实现框架,让你从零开始,快速搭建属于自己的专业缠论分析系统。

为什么选择chan.py?核心痛点与解决方案

缠论手动画线的三大痛点

痛点

具体表现

计算复杂度高

笔、线段、中枢等元素的识别需要处理海量K线数据,手工效率低下

多级别联立困难

日线、30分钟、5分钟等多个时间级别的同步分析,手工几乎无法实现

信号动态变化

缠论买卖点会随着新K线的加入而动态更新,手工难以跟踪

chan.py如何破局?

chan.py是一个开放式的Python缠论实现框架,核心价值在于将复杂的缠论理论转化为可执行的代码逻辑。它具备以下核心能力:

  • 形态学/动力学买卖点自动分析计算

  • 多级别K线联立,支持区间套策略

  • 可视化绘图,直观展示缠论结构

  • 多种数据源接入(Akshare、BaoStock、富途等)

  • 策略开发和交易系统对接

5分钟快速上手:零基础搭建分析环境

第一步:环境准备与安装

确保你的Python版本为3.6+(推荐3.11+),然后执行以下命令:

# 克隆项目仓库git clone https://gitcode.com/gh_mirrors/ch/chan.pycd chan.py# 安装依赖包pip install -r Script/requirements.txt

第二步:核心配置与初始化

from Chan import CChanfrom ChanConfig import CChanConfigfrom Common.CEnum import KL_TYPE# 创建配置实例config = CChanConfig({    "bi_strict"True,        # 启用严格笔模式,提高笔划分精度    "seg_algo""chan",       # 使用缠论特征序列线段划分算法    "zs_combine"True,       # 启用中枢合并功能    "divergence_rate"0.9    # 背驰判断阈值})# 初始化缠论分析引擎chan = CChan(    code="HK.00700",                     # 标的代码(腾讯控股)    begin_time="2020-01-01",    end_time="2023-12-31",    lv_list=[KL_TYPE.K_DAY, KL_TYPE.K_30M],  # 日线和30分钟线联立    config=config)

参数说明:bi_strict为True时使用严格笔定义,初学者可设为False降低门槛;divergence_rate控制背驰判断灵敏度,0.8-0.95区间微调

第三步:运行分析并获取结果

# 执行缠论计算chan.run()# 获取各级别缠论元素day_bi_list = chan[KL_TYPE.K_DAY].bi_list        # 日线笔列表day_seg_list = chan[KL_TYPE.K_DAY].seg_list      # 日线线段列表day_zs_list = chan[KL_TYPE.K_DAY].zs_list        # 日线中枢列表min30_bsp_list = chan[KL_TYPE.K_30M].bs_point_lst # 30分钟买卖点列表# 买卖点类型说明:# - b1p: 一类买点# - b2p: 二类买点# - b3p: 三类买点# - s1p/s2p/s3p: 对应的卖点[citation:2]

核心功能深度解析

1. 笔与线段自动划分

笔是缠论中最基础的元素,chan.py通过特征序列算法实现自动化识别:

# 笔计算参数配置config.set_bi_config({    "bi_strict"True,           # 严格笔模式    "bi_fx_check""strict",     # 分形检查方法    "bi_end_is_peak"True       # 笔尾是否为极值点})

线段识别代码位于Seg/SegListChan.py,框架支持“严格笔”和“宽松笔”两种模式,可根据市场特性灵活切换。

2. 中枢自动识别

中枢是缠论的核心概念,代表市场的平衡状态。chan.py的ZS模块实现了中枢的自动识别、延伸与破坏判断:

# 获取中枢列表并查看详细信息zs_list = chan.get_zs_list(KL_TYPE.K_DAY)for zs in zs_list:    print(f"中枢区间: {zs.low} - {zs.high}")    print(f"中枢级别: {zs.level}")

框架支持多种中枢计算方法(normal与over_seg),适应不同的市场环境。

3. 买卖点智能识别

结合形态学和动力学双重标准,chan.py能够精准计算潜在买卖点:

# 过滤高质量买卖点(需同时满足中枢背驰和成交量配合)qualified_bsp = []for bsp in bsp_list:    if bsp.has_divergence and bsp.volume_confirm:        qualified_bsp.append(bsp)# 按级别排序qualified_bsp.sort(key=lambda x: x.priority, reverse=True)

实战案例:区间套策略开发

区间套是缠论中的高级技巧,通过多级别联立确认买卖点,提高交易精度。chan.py支持从日线到分钟线的多级联动分析:

def interval_arbitrage_strategy(chan):    """区间套交易策略实现"""    # 日线级别寻找潜在买点    daily_bsp = chan.get_bsp_list(KL_TYPE.K_DAY)    potential_buy = [bsp for bsp in daily_bsp if bsp.type == "b1p"]    if not potential_buy:        return None    # 在30分钟级别确认    for bsp in potential_buy:        # 获取对应时间段的30分钟线数据        min30_kl = chan.get_kl_data(KL_TYPE.K_30M,                                    start_time=bsp.time - 86400*7,                                   end_time=bsp.time + 86400*3)        # 在30分钟线寻找次级买点        min30_bsp = chan.get_bsp_list(KL_TYPE.K_30M, kl_data=min30_kl)        confirm_buy = [mbsp for mbsp in min30_bsp if mbsp.type in ["b1p""b2p"]]        if confirm_buy:            return {                "entry_time": confirm_buy[-1].time,                "entry_price": confirm_buy[-1].price,                "stop_loss": bsp.low,                "take_profit": bsp.price + 2*(bsp.price - bsp.low)            }    return None

可视化分析:让缠论结构一目了然

chan.py的Plot模块提供了强大的绘图功能,能够将复杂的缠论元素以直观的方式呈现:

from Plot.PlotDriver import plot_kl_with_chan# 绘制缠论分析图plot_kl_with_chan(chan, "day"                  show_bi=True,    # 显示笔                  show_seg=True,   # 显示线段                  show_zs=True,    # 显示中枢                  show_bsp=True)   # 显示买卖点# 保存为图片plot_driver.save2img("chan_chart.png")

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  1. CONNECT:[ UseTime:0.000581s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000660s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000253s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000280s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000489s ]
  6. SELECT * FROM `set` [ RunTime:0.000209s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000666s ]
  8. SELECT * FROM `article` WHERE `id` = 486716 LIMIT 1 [ RunTime:0.000707s ]
  9. UPDATE `article` SET `lasttime` = 1783104361 WHERE `id` = 486716 [ RunTime:0.012078s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.014609s ]
  11. SELECT * FROM `article` WHERE `id` < 486716 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000640s ]
  12. SELECT * FROM `article` WHERE `id` > 486716 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000517s ]
  13. SELECT * FROM `article` WHERE `id` < 486716 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.001096s ]
  14. SELECT * FROM `article` WHERE `id` < 486716 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002237s ]
  15. SELECT * FROM `article` WHERE `id` < 486716 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000906s ]
0.110986s