不少小伙伴使用Deepseek或者豆包等AI工具写ptrade，qmt代码，发现基本都是无法运行，并且改动起来也很吃力。





（第一行：根本没有ptrade_api这个库）

一个很大的原因，是互联网的残次不齐的语料污染了Deepseek的分析结果。很多不相关的广告或者垃圾内容进入到Deepseek的分析参考对象。三人成虎，Deepseek获取的3个网站都说那个图片里的猫是只老虎，那么它就真的认为它是只老虎。

其实我们可以把API文档作为知识库，提交给Deepseek，让它学习后再替我们编写Ptrade量化程序，代码的完成度会有很大的提升。甚至基本不用修改就可以直接运行。




本文手把手带大家，部署属于自己的量化交易AI编程助手。

当然，不需要高级硬件，也不用付费。0元购。

效果图：








本次依然使用腾讯云提供的Deepseek大模型来运行。

打开链接：https://lke.cloud.tencent.com/

点击大模型知识引擎，如果没有开通就点击开通。个人有免费的token额度可用，不收费。[图片]进去之后点击“新建应用", 名称可以任意填，





 
 
在模型这里选择 Deepseek-R1 或者 Deepseek-V3










 




 





 
它支持从本地文档导入和网页URL导入。

我们使用的API文档URL为：https://ptradeapi.com/ 
 
但笔者发现，它这个从URL获取数据的工程能力太弱了，获取到的数据只有标题，没有内容。

所以只好手工把网站的内容全选，然后复制保存到本地的word文档。





 
然后点击导入文档











 
这里需要几分钟的时间解析，内容审核。因为这个个人定制的知识库，是可以发布出去公开使用的，所以会对问答的内容做审核。





 
 
知识库里有对字符限制，免费的可以有个300w的字符可用。本次使用的ptrade api文档用了26w的字符，所以还可以上传更多的个人编写代码库。

知识库的状态变成"待发布"之后，可以点击"发布"按钮。





 
然后返回到应用配置，可以在提示词里添加一些限制。

比如目前的ptrade是基于python3.5的代码编写的。如果不限制，到时写出来的语法，比如用了诸如f-string的语法，ptrade会报错的。

f'{name}' -- wrong

'{}'.format(name) -- right





 
如果这里不限制，最后AI写出来的代码大概率在ptrade会报错。

设置完成之后，就完成了你个人专属的ptrade代码AI助手。

现在让它写一个ptrade网格交易程序
















 
至少里面的策略逻辑代码框架整体问题不大，至少不再出现 from ptrade_api import * 这种不存在的包导入的情况。

但细节里还是有些bug的，比如卖出的时候是查enable_amount，而不是amount，因为当日买入的数量不一定能卖出。

run_interval(execute_grid, seconds=3)，还有函数的入参不符合。

并没有get_price这个函数，要用get_snapshot

复制到ptrade里面跑下回测验证一下语法。





 
出现语法错误，依然需要小改一下。run_interval(context,execute_grid, seconds=3)  就好了。

当然上面的代码离实盘依然有一定的距离，依然依赖提问者技术水平，但作为代码辅助工具，对编写代码效率是很大的提升。

一些没写过复杂代码的自媒体经常尬吹，AI完成替代程序员的工作，其实大部分只是满足生成最基础的demo级别的通用任务，对于高度定制的业务，依然依赖提问者的技术广度和深度，对细节的掌控。

同样使用Deepseek，一个家庭主妇和张小龙，张小龙的确可能在完全不写代码的情况下使用Deepseek写出一个微信，而家庭主妇只能用Deepseek绘出一个类似的微信的UI，却无法运行起来。

但AI作为生产力工具，无疑大大减少了很多重复基础性工作，提升效率，让强者恒强。

需要开通Ptrade，QMT，掘金，Matic，BigQuant等量化工具的读者可以在公众号菜单获取联系方式。像BigQuan已经把AI编写实盘和回测的功能集成进去了。将公众号设为星标，第一时间收到笔者的最新文章啦。
  查看全部

目前为止不支持的。（2025-03-12）
 
可以运行下面的代码：
def initialize(context):
# 初始化策略
g.security = "600570.SS"
set_universe(g.security)
run_daily(context, func,'20:13')

def handle_data(context, data):
print('公众号：可转债量化分析')


def func(context):
info = get_Ashares(date=None)
print(info)
它会打印沪深A股的代码：
北交所有83开头的，或者找一个北交所的股票代码，在输出里面找一下：
[code]2025-03-12 20:13:00 - INFO - ['600000.SS', '600004.SS', '600006.SS', '600007.SS', '600008.SS', '600009.SS', '600010.SS', '600011.SS', '600012.SS', '600015.SS', '600016.SS', '600017.SS', '600018.SS', '600019.SS', '600020.SS', '600021.SS', '600022.SS', '600023.SS', '600025.SS', '600026.SS', '600027.SS', '600028.SS', '600029.SS', '600030.SS', '600031.SS', '600032.SS', '600033.SS', '600035.SS', '600036.SS', '600037.SS', '600038.SS', '600039.SS', '600048.SS', '600050.SS', '600051.SS', '600052.SS', '600053.SS', '600054.SS', '600055.SS', '600056.SS', '600057.SS', '600058.SS', '600059.SS', '600060.SS', '600061.SS', '600062.SS', '600063.SS', '600064.SS', '600066.SS', '600067.SS', '600070.SS', '600071.SS', '600072.SS', '600073.SS', '600075.SS', '600076.SS', '600078.SS', '600079.SS', '600080.SS', '600081.SS', '600082.SS', '600084.SS', '600085.SS', '600088.SS', '600089.SS', '600094.SS', '600095.SS', '600096.SS', '600097.SS', '600098.SS', '600099.SS', '600100.SS', '600101.SS', '600103.SS', '600104.SS', '600105.SS', '600106.SS', '600107.SS', '600108.SS', '600109.SS', '600110.SS', '600111.SS', '600113.SS', '600114.SS', '600115.SS', '600116.SS', '600117.SS', '600118.SS', '600119.SS', '600120.SS', '600121.SS', '600123.SS', '600125.SS', '600126.SS', '600127.SS', '600128.SS', '600129.SS', '600130.SS', '600131.SS', '600132.SS', '600133.SS', '600135.SS', '600136.SS', '600137.SS', '600138.SS', '600141.SS', '600143.SS', '600148.SS', '600149.SS', '600150.SS', '600151.SS', '600152.SS', '600153.SS', '600155.SS', '600156.SS', '600157.SS', '600158.SS', '600159.SS', '600160.SS', '600161.SS', '600162.SS', '600163.SS', '600165.SS', '600166.SS', '600167.SS', '600168.SS', '600169.SS', '600170.SS', '600171.SS', '600172.SS', '600173.SS', '600176.SS', '600177.SS', '600178.SS', '600179.SS', '600180.SS', '600182.SS', '600183.SS', '600184.SS', '600185.SS', '600186.SS', '600187.SS', '600188.SS', '600189.SS', '600190.SS', '600191.SS', '600192.SS', '600193.SS', '600195.SS', '600196.SS', '600197.SS', '600198.SS', '600199.SS', '600200.SS', '600201.SS', '600202.SS', '600203.SS', '600206.SS', '600207.SS', '600208.SS', '600210.SS', '600211.SS', '600212.SS', '600215.SS', '600216.SS', '600217.SS', '600218.SS', '600219.SS', '600221.SS', '600222.SS', '600223.SS', '600226.SS', '600227.SS', '600228.SS', '600229.SS', '600230.SS', '600231.SS', '600232.SS', '600233.SS', '600234.SS', '600235.SS', '600236.SS', '600237.SS', '600238.SS', '600239.SS', '600241.SS', '600243.SS', '600246.SS', '600248.SS', '600249.SS', '600250.SS', '600251.SS', '600252.SS', '600255.SS', '600256.SS', '600257.SS', '600258.SS', '600259.SS', '600261.SS', '600262.SS', '600265.SS', '600266.SS', '600267.SS', '600268.SS', '600269.SS', '600271.SS', '600272.SS', '600273.SS', '600276.SS', '600278.SS', '600279.SS', '600280.SS', '600281.SS', '600282.SS', '600283.SS', '600284.SS', '600285.SS', '600287.SS', '600288.SS', '600289.SS', '600292.SS', '600293.SS', '600295.SS', '600298.SS', '600299.SS', '600300.SS', '600301.SS', '600302.SS', '600303.SS', '600305.SS', '600307.SS', '600308.SS', '600309.SS', '600310.SS', '600312.SS', '600313.SS', '600315.SS', '600316.SS', '600318.SS', '600319.SS', '600320.SS', '600322.SS', '600323.SS', '600325.SS', '600326.SS', '600327.SS', '600328.SS', '600329.SS', '600330.SS', '600331.SS', '600332.SS', '600333.SS', '600335.SS', '600336.SS', '600337.SS', '600338.SS', '600339.SS', '600340.SS', '600343.SS', '600345.SS', '600346.SS', '600348.SS', '600350.SS', '600351.SS', '600352.SS', '600353.SS', '600354.SS', '600355.SS', '600356.SS', '600358.SS', '600359.SS', '600360.SS', '600361.SS', '600362.SS', '600363.SS', '600365.SS', '600366.SS', '600367.SS', '600368.SS', '600369.SS', '600370.SS', '600371.SS', '600372.SS', '600373.SS', '600375.SS', '600376.SS', '600377.SS', '600378.SS', '600379.SS', '600380.SS', '600381.SS', '600382.SS', '600383.SS', '600386.SS', '600387.SS', '600388.SS', '600389.SS', '600390.SS', '600391.SS', '600392.SS', '600395.SS', '600396.SS', '600397.SS', '600398.SS', '600399.SS', '600400.SS', '600403.SS', '600405.SS', '600406.SS', '600408.SS', '600409.SS', '600410.SS', '600415.SS', '600416.SS', '600418.SS', '600419.SS', '600420.SS', '600421.SS', '600422.SS', '600423.SS', '600425.SS', '600426.SS', '600428.SS', '600429.SS', '600433.SS', '600435.SS', '600436.SS', '600438.SS', '600439.SS', '600444.SS', '600446.SS', '600448.SS', '600449.SS', '600452.SS', '600455.SS', '600456.SS', '600458.SS', '600459.SS', '600460.SS', '600461.SS', '600462.SS', '600463.SS', '600467.SS', '600468.SS', '600469.SS', '600470.SS', '600475.SS', '600476.SS', '600477.SS', '600478.SS', '600479.SS', '600480.SS', '600481.SS', '600482.SS', '600483.SS', '600486.SS', '600487.SS', '600488.SS', '600489.SS', '600490.SS', '600491.SS', '600493.SS', '600495.SS', '600496.SS', '600497.SS', '600498.SS', '600499.SS', '600500.SS', '600501.SS', '600502.SS', '600503.SS', '600505.SS', '600506.SS', '600507.SS', '600508.SS', '600509.SS', '600510.SS', '600511.SS', '600512.SS', '600513.SS', '600515.SS', '600516.SS', '600517.SS', '600518.SS', '600519.SS', '600520.SS', '600521.SS', '600522.SS', '600523.SS', '600525.SS', '600526.SS', '600527.SS', '600528.SS', '600529.SS', '600530.SS', '600531.SS', '600533.SS', '600535.SS', '600536.SS', '600537.SS', '600538.SS', '600539.SS', '600540.SS', '600543.SS', '600545.SS', '600546.SS', '600547.SS', '600548.SS', '600549.SS', '600550.SS', '600551.SS', '600552.SS', '600556.SS', '600557.SS', '600558.SS', '600559.SS', '600560.SS', '600561.SS', '600562.SS', '600563.SS', '600566.SS', '600567.SS', '600568.SS', '600569.SS', '600570.SS', '600571.SS', '600572.SS', '600573.SS', '600575.SS', '600576.SS', '600577.SS', '600578.SS', '600579.SS', '600580.SS', '600581.SS', '600582.SS', '600583.SS', '600584.SS', '600585.SS', '600586.SS', '600587.SS', '600588.SS', '600589.SS', '600590.SS', '600592.SS', '600593.SS', '600594.SS', '600595.SS', '600596.SS', '600597.SS', '600598.SS', '600599.SS', '600600.SS', '600601.SS', '600602.SS', '600603.SS', '600604.SS', '600605.SS', '600606.SS', '600608.SS', '600609.SS', '600610.SS', '600611.SS', '600612.SS', '600613.SS', '600615.SS', '600616.SS', '600617.SS', '600618.SS', '600619.SS', '600620.SS', '600621.SS', '600622.SS', '600623.SS', '600624.SS', '600626.SS', '600628.SS', '600629.SS', '600630.SS', '600633.SS', '600635.SS', '600636.SS', '600637.SS', '600638.SS', '600639.SS', '600640.SS', '600641.SS', '600642.SS', '600643.SS', '600644.SS', '600645.SS', '600648.SS', '600649.SS', '600650.SS', '600651.SS', '600653.SS', '600654.SS', '600655.SS', '600657.SS', '600658.SS', '600660.SS', '600661.SS', '600662.SS', '600663.SS', '600664.SS', '600665.SS', '600666.SS', '600667.SS', '600668.SS', '600671.SS', '600673.SS', '600674.SS', '600675.SS', '600676.SS', '600678.SS', '600679.SS', '600681.SS', '600682.SS', '600683.SS', '600684.SS', '600685.SS', '600686.SS', '600688.SS', '600689.SS', '600690.SS', '600691.SS', '600692.SS', '600693.SS', '600694.SS', '600696.SS', '600697.SS', '600698.SS', '600699.SS', '600702.SS', '600703.SS', '600704.SS', '600705.SS', '600706.SS', '600707.SS', '600708.SS', '600710.SS', '600711.SS', '600712.SS', '600713.SS', '600714.SS', '600715.SS', '600716.SS', '600717.SS', '600718.SS', '600719.SS', '600720.SS', '600721.SS', '600722.SS', '600724.SS', '600725.SS', '600726.SS', '600727.SS', '600728.SS', '600729.SS', '600730.SS', '600731.SS', '600732.SS', '600733.SS', '600734.SS', '600735.SS', '600736.SS', '600737.SS', '600738.SS', '600739.SS', '600740.SS', '600741.SS', '600742.SS', '600743.SS', '600744.SS', '600745.SS', '600746.SS', '600748.SS', '600749.SS', '600750.SS', '600751.SS', '600753.SS', '600754.SS', '600755.SS', '600756.SS', '600757.SS', '600758.SS', '600759.SS', '600760.SS', '600761.SS', '600763.SS', '600764.SS', '600765.SS', '600768.SS', '600769.SS', '600770.SS', '600771.SS', '600773.SS', '600774.SS', '600775.SS', '600776.SS', '600777.SS', '600778.SS', '600779.SS', '600780.SS', '600782.SS', '600783.SS', '600784.SS', '600785.SS', '600787.SS', '600789.SS', '600790.SS', '600791.SS', '600792.SS', '600793.SS', '600794.SS', '600795.SS', '600796.SS', '600797.SS', '600798.SS', '600800.SS', '600801.SS', '600802.SS', '600803.SS', '600804.SS', '600805.SS', '600807.SS', '600808.SS', '600809.SS', '600810.SS', '600811.SS', '600812.SS', '600814.SS', '600815.SS', '600816.SS', '600817.SS', '600818.SS', '600819.SS', '600820.SS', '600821.SS', '600822.SS', '600824.SS', '600825.SS', '600826.SS', '600827.SS', '600828.SS', '600829.SS', '600830.SS', '600831.SS', '600833.SS', '600834.SS', '600835.SS', '600838.SS', '600839.SS', '600841.SS', '600843.SS', '600844.SS', '600845.SS', '600846.SS', '600847.SS', '600848.SS', '600850.SS', '600851.SS', '600853.SS', '600854.SS', '600855.SS', '600857.SS', '600858.SS', '600859.SS', '600860.SS', '600861.SS', '600862.SS', '600863.SS', '600864.SS', '600865.SS', '600866.SS', '600867.SS', '600868.SS', '600869.SS', '600871.SS', '600872.SS', '600873.SS', '600874.SS', '600875.SS', '600876.SS', '600877.SS', '600879.SS', '600880.SS', '600881.SS', '600882.SS', '600883.SS', '600884.SS', '600885.SS', '600886.SS', '600887.SS', '600888.SS', '600889.SS', '600892.SS', '600893.SS', '600894.SS', '600895.SS', '600897.SS', '600900.SS', '600901.SS', '600903.SS', '600905.SS', '600906.SS', '600908.SS', '600909.SS', '600916.SS', '600917.SS', '600918.SS', '600919.SS', '600925.SS', '600926.SS', '600927.SS', '600928.SS', '600929.SS', '600933.SS', '600935.SS', '600936.SS', '600938.SS', '600939.SS', '600941.SS', '600955.SS', '600956.SS', '600958.SS', '600959.SS', '600960.SS', '600961.SS', '600962.SS', '600963.SS', '600965.SS', '600966.SS', '600967.SS', '600968.SS', '600969.SS', '600970.SS', '600971.SS', '600973.SS', '600975.SS', '600976.SS', '600977.SS', '600979.SS', '600980.SS', '600981.SS', '600982.SS', '600983.SS', '600984.SS', '600985.SS', '600986.SS', '600987.SS', '600988.SS', '600989.SS', '600990.SS', '600992.SS', '600993.SS', '600995.SS', '600996.SS', '600997.SS', '600998.SS', '600999.SS', '601000.SS', '601001.SS', '601002.SS', '601003.SS', '601005.SS', '601006.SS', '601007.SS', '601008.SS', '601009.SS', '601010.SS', '601011.SS', '601012.SS', '601015.SS', '601016.SS', '601018.SS', '601019.SS', '601020.SS', '601021.SS', '601022.SS', '601028.SS', '601033.SS', '601038.SS', '601058.SS', '601059.SS', '601061.SS', '601065.SS', '601066.SS', '601068.SS', '601069.SS', '601077.SS', '601083.SS', '601086.SS', '601088.SS', '601089.SS', '601096.SS', '601098.SS', '601099.SS', '601100.SS', '601101.SS', '601106.SS', '601107.SS', '601108.SS', '601111.SS', '601113.SS', '601116.SS', '601117.SS', '601118.SS', '601121.SS', '601126.SS', '601127.SS', '601128.SS', '601133.SS', '601136.SS', '601137.SS', '601138.SS', '601139.SS', '601155.SS', '601156.SS', '601158.SS', '601162.SS', '601163.SS', '601166.SS', '601168.SS', '601169.SS', '601177.SS', '601179.SS', '601186.SS', '601187.SS', '601188.SS', '601198.SS', '601199.SS', '601200.SS', '601208.SS', '601211.SS', '601212.SS', '601216.SS', '601218.SS', '601222.SS', '601225.SS', '601226.SS', '601228.SS', '601229.SS', '601231.SS', '601233.SS', '601236.SS', '601238.SS', '601279.SS', '601288.SS', '601298.SS', '601311.SS', '601318.SS', '601319.SS', '601326.SS', '601328.SS', '601330.SS', '601333.SS', '601336.SS', '601339.SS', '601360.SS', '601366.SS', '601368.SS', '601369.SS', '601375.SS', '601377.SS', '601388.SS', '601390.SS', '601398.SS', '601399.SS', '601456.SS', '601500.SS', '601512.SS', '601515.SS', '601518.SS', '601519.SS', '601528.SS', '601555.SS', '601566.SS', '601567.SS', '601568.SS', '601577.SS', '601579.SS', '601588.SS', '601595.SS', '601598.SS', '601599.SS', '601600.SS', '601601.SS', '601606.SS', '601607.SS', '601608.SS', '601609.SS', '601611.SS', '601615.SS', '601616.SS', '601618.SS', '601619.SS', '601628.SS', '601633.SS', '601636.SS', '601658.SS', '601665.SS', '601666.SS', '601668.SS', '601669.SS', '601677.SS', '601678.SS', '601686.SS', '601688.SS', '601689.SS', '601696.SS', '601698.SS', '601699.SS', '601700.SS', '601702.SS', '601717.SS', '601718.SS', '601727.SS', '601728.SS', '601766.SS', '601777.SS', '601778.SS', '601788.SS', '601789.SS', '601798.SS', '601799.SS', '601800.SS', '601801.SS', '601808.SS', '601811.SS', '601816.SS', '601818.SS', '601825.SS', '601827.SS', '601828.SS', '601838.SS', '601857.SS', '601858.SS', '601860.SS', '601865.SS', '601866.SS', '601868.SS', '601869.SS', '601872.SS', '601877.SS', '601878.SS', '601880.SS', '601881.SS', '601882.SS', '601886.SS', '601888.SS', '601890.SS', '601898.SS', '601899.SS', '601900.SS', '601901.SS', '601908.SS', '601916.SS', '601918.SS', '601919.SS', '601921.SS', '601928.SS', '601929.SS', '601933.SS', '601939.SS', '601949.SS', '601952.SS', '601956.SS', '601958.SS', '601963.SS', '601965.SS', '601966.SS', '601968.SS', '601969.SS', '601975.SS', '601985.SS', '601988.SS', '601989.SS', '601990.SS', '601991.SS', '601992.SS', '601995.SS', '601996.SS', '601997.SS', '601998.SS', '601999.SS', '603000.SS', '603001.SS', '603002.SS', '603003.SS', '603004.SS', '603005.SS', '603006.SS', '603007.SS', '603008.SS', '603009.SS', '603010.SS', '603011.SS', '603012.SS', '603013.SS', '603015.SS', '603016.SS', '603017.SS', '603018.SS', '603019.SS', '603020.SS', '603021.SS', '603022.SS', '603023.SS', '603025.SS', '603026.SS', '603027.SS', '603028.SS', '603029.SS', '603030.SS', '603031.SS', '603032.SS', '603033.SS', '603035.SS', '603036.SS', '603037.SS', '603038.SS', '603039.SS', '603040.SS', '603041.SS', '603042.SS', '603043.SS', '603045.SS', '603048.SS', '603050.SS', '603051.SS', '603052.SS', '603053.SS', '603055.SS', '603056.SS', '603057.SS', '603058.SS', '603059.SS', '603060.SS', '603061.SS', '603062.SS', '603063.SS', '603065.SS', '603066.SS', '603067.SS', '603068.SS', '603069.SS', '603070.SS', '603071.SS', '603072.SS', '603073.SS', '603075.SS', '603076.SS', '603077.SS', '603078.SS', '603079.SS', '603080.SS', '603081.SS', '603082.SS', '603083.SS', '603085.SS', '603086.SS', '603087.SS', '603088.SS', '603089.SS', '603090.SS', '603091.SS', '603093.SS', '603095.SS', '603096.SS', '603097.SS', '603098.SS', '603099.SS', '603100.SS', '603101.SS', '603102.SS', '603103.SS', '603105.SS', '603106.SS', '603107.SS', '603108.SS', '603109.SS', '603110.SS', '603111.SS', '603112.SS', '603113.SS', '603115.SS', '603116.SS', '603117.SS', '603118.SS', '603119.SS', '603121.SS', '603122.SS', '603123.SS', '603125.SS', '603126.SS', '603127.SS', '603128.SS', '603129.SS', '603130.SS', '603131.SS', '603132.SS', '603135.SS', '603136.SS', '603137.SS', '603138.SS', '603139.SS', '603150.SS', '603151.SS', '603153.SS', '603155.SS', '603156.SS', '603158.SS', '603159.SS', '603160.SS', '603161.SS', '603162.SS', '603163.SS', '603165.SS', '603166.SS', '603167.SS', '603168.SS', '603169.SS', '603170.SS', '603171.SS', '603172.SS', '603173.SS', '603176.SS', '603177.SS', '603178.SS', '603179.SS', '603180.SS', '603181.SS', '603182.SS', '603183.SS', '603185.SS', '603186.SS', '603187.SS', '603188.SS', '603189.SS', '603190.SS', '603191.SS', '603192.SS', '603193.SS', '603194.SS', '603195.SS', '603196.SS', '603197.SS', '603198.SS', '603199.SS', '603200.SS', '603201.SS', '603203.SS', '603205.SS', '603206.SS', '603207.SS', '603208.SS', '603209.SS', '603211.SS', '603212.SS', '603213.SS', '603214.SS', '603215.SS', '603216.SS', '603217.SS', '603218.SS', '603219.SS', '603220.SS', '603221.SS', '603222.SS', '603223.SS', '603225.SS', '603226.SS', '603227.SS', '603228.SS', '603229.SS', '603230.SS', '603231.SS', '603232.SS', '603233.SS', '603235.SS', '603236.SS', '603237.SS', '603238.SS', '603239.SS', '603255.SS', '603256.SS', '603258.SS', '603259.SS', '603260.SS', '603261.SS', '603266.SS', '603267.SS', '603268.SS', '603269.SS', '603270.SS', '603271.SS', '603272.SS', '603273.SS', '603275.SS', '603276.SS', '603277.SS', '603278.SS', '603279.SS', '603280.SS', '603281.SS', '603282.SS', '603283.SS', '603285.SS', '603286.SS', '603288.SS', '603289.SS', '603290.SS', '603291.SS', '603296.SS', '603297.SS', '603298.SS', '603299.SS', '603300.SS', '603301.SS', '603303.SS', '603305.SS', '603306.SS', '603307.SS', '603308.SS', '603309.SS', '603310.SS', '603311.SS', '603312.SS', '603313.SS', '603315.SS', '603316.SS', '603317.SS', '603318.SS', '603319.SS', '603320.SS', '603321.SS', '603322.SS', '603323.SS', '603324.SS', '603325.SS', '603326.SS', '603327.SS', '603328.SS', '603329.SS', '603330.SS', '603331.SS', '603332.SS', '603333.SS', '603335.SS', '603336.SS', '603337.SS', '603338.SS', '603339.SS', '603341.SS', '603344.SS', '603345.SS', '603348.SS', '603350.SS', '603351.SS', '603353.SS', '603355.SS', '603356.SS', '603357.SS', '603358.SS', '603359.SS', '603360.SS', '603363.SS', '603365.SS', '603366.SS', '603367.SS', '603368.SS', '603369.SS', '603373.SS', '603375.SS', '603377.SS', '603378.SS', '603379.SS', '603380.SS', '603381.SS', '603383.SS', '603385.SS', '603386.SS', '603387.SS', '603388.SS', '603389.SS', '603390.SS', '603391.SS', '603392.SS', '603393.SS', '603395.SS', '603396.SS', '603398.SS', '603399.SS', '603408.SS', '603409.SS', '603416.SS', '603421.SS', '603429.SS', '603439.SS', '603444.SS', '603456.SS', '603458.SS', '603466.SS', '603477.SS', '603486.SS', '603488.SS', '603489.SS', '603496.SS', '603499.SS', '603500.SS', '603501.SS', '603505.SS', '603506.SS', '603507.SS', '603508.SS', '603511.SS', '603515.SS', '603516.SS', '603517.SS', '603518.SS', '603519.SS', '603520.SS', '603527.SS', '603528.SS', '603529.SS', '603530.SS', '603533.SS', '603535.SS', '603536.SS', '603538.SS', '603551.SS', '603556.SS', '603557.SS', '603558.SS', '603559.SS', '603565.SS', '603566.SS', '603567.SS', '603568.SS', '603569.SS', '603577.SS', '603578.SS', '603579.SS', '603580.SS', '603583.SS', '603585.SS', '603586.SS', '603587.SS', '603588.SS', '603589.SS', '603590.SS', '603595.SS', '603596.SS', '603598.SS', '603599.SS', '603600.SS', '603601.SS', '603602.SS', '603605.SS', '603606.SS', '603607.SS', '603608.SS', '603609.SS', '603610.SS', '603611.SS', '603612.SS', '603613.SS', '603615.SS', '603616.SS', '603617.SS', '603618.SS', '603619.SS', '603626.SS', '603628.SS', '603629.SS', '603630.SS', '603633.SS', '603636.SS', '603637.SS', '603638.SS', '603639.SS', '603648.SS', '603650.SS', '603655.SS', '603656.SS', '603657.SS', '603658.SS', '603659.SS', '603660.SS', '603661.SS', '603662.SS', '603663.SS', '603665.SS', '603666.SS', '603667.SS', '603668.SS', '603669.SS', '603676.SS', '603677.SS', '603678.SS', '603679.SS', '603680.SS', '603681.SS', '603682.SS', '603683.SS', '603685.SS', '603686.SS', '603687.SS', '603688.SS', '603689.SS', '603690.SS', '603693.SS', '603696.SS', '603697.SS', '603698.SS', '603699.SS', '603700.SS', '603701.SS', '603703.SS', '603706.SS', '603707.SS', '603708.SS', '603709.SS', '603711.SS', '603712.SS', '603713.SS', '603716.SS', '603717.SS', '603718.SS', '603719.SS', '603721.SS', '603722.SS', '603725.SS', '603726.SS', '603727.SS', '603728.SS', '603729.SS', '603730.SS', '603733.SS', '603737.SS', '603738.SS', '603739.SS', '603755.SS', '603757.SS', '603758.SS', '603759.SS', '603766.SS', '603767.SS', '603768.SS', '603773.SS', '603776.SS', '603777.SS', '603778.SS', '603779.SS', '603786.SS', '603787.SS', '603788.SS', '603789.SS', '603790.SS', '603797.SS', '603798.SS', '603799.SS', '603800.SS', '603801.SS', '603803.SS', '603806.SS', '603808.SS', '603809.SS', '603810.SS', '603811.SS', '603813.SS', '603815.SS', '603816.SS', '603817.SS', '603818.SS', '603819.SS', '603822.SS', '603823.SS', '603825.SS', '603826.SS', '603828.SS', '603829.SS', '603833.SS', '603836.SS', '603838.SS', '603839.SS', '603843.SS', '603848.SS', '603855.SS', '603856.SS', '603858.SS', '603859.SS', '603860.SS', '603861.SS', '603863.SS', '603866.SS', '603867.SS', '603868.SS', '603869.SS', '603871.SS', '603876.SS', '603877.SS', '603878.SS', '603879.SS', '603880.SS', '603881.SS', '603882.SS', '603883.SS', '603885.SS', '603886.SS', '603887.SS', '603888.SS', '603889.SS', '603890.SS', '603893.SS', '603895.SS', '603896.SS', '603897.SS', '603898.SS', '603899.SS', '603900.SS', '603901.SS', '603903.SS', '603906.SS', '603908.SS', '603909.SS', '603912.SS', '603915.SS', '603916.SS', '603917.SS', '603918.SS', '603919.SS', '603920.SS', '603922.SS', '603926.SS', '603927.SS', '603928.SS', '603929.SS', '603931.SS', '603933.SS', '603936.SS', '603937.SS', '603938.SS', '603939.SS', '603948.SS', '603949.SS', '603950.SS', '603955.SS', '603956.SS', '603958.SS', '603959.SS', '603960.SS', '603963.SS', '603966.SS', '603967.SS', '603968.SS', '603969.SS', '603970.SS', '603976.SS', '603977.SS', '603978.SS', '603979.SS', '603980.SS', '603982.SS', '603983.SS', '603985.SS', '603986.SS', '603987.SS', '603988.SS', '603989.SS', '603990.SS', '603991.SS', '603992.SS', '603993.SS', '603995.SS', '603997.SS', '603998.SS', '603999.SS', '605001.SS', '605003.SS', '605005.SS', '605006.SS', '605007.SS', '605008.SS', '605009.SS', '605011.SS', '605016.SS', '605018.SS', '605020.SS', '605028.SS', '605033.SS', '605050.SS', '605055.SS', '605056.SS', '605058.SS', '605060.SS', '605066.SS', '605068.SS', '605069.SS', '605077.SS', '605080.SS', '605081.SS', '605086.SS', '605088.SS', '605089.SS', '605090.SS', '605098.SS', '605099.SS', '605100.SS', '605108.SS', '605111.SS', '605116.SS', '605117.SS', '605118.SS', '605122.SS', '605123.SS', '605128.SS', '605133.SS', '605136.SS', '605138.SS', '605151.SS', '605155.SS', '605158.SS', '605162.SS', '605166.SS', '605167.SS', '605168.SS', '605169.SS', '605177.SS', '605178.SS', '605179.SS', '605180.SS', '605183.SS', '605186.SS', '605188.SS', '605189.SS', '605196.SS', '605198.SS', '605199.SS', '605208.SS', '605218.SS', '605222.SS', '605228.SS', '605255.SS', '605258.SS', '605259.SS', '605266.SS', '605268.SS', '605277.SS', '605286.SS', '605287.SS', '605288.SS', '605289.SS', '605296.SS', '605298.SS', '605299.SS', '605300.SS', '605303.SS', '605305.SS', '605318.SS', '605319.SS', '605333.SS', '605336.SS', '605337.SS', '605338.SS', '605339.SS', '605358.SS', '605365.SS', '605366.SS', '605368.SS', '605369.SS', '605376.SS', '605377.SS', '605378.SS', '605388.SS', '605389.SS', '605398.SS', '605399.SS', '605488.SS', '605499.SS', '605500.SS', '605507.SS', '605555.SS', '605566.SS', '605567.SS', '605577.SS', '605580.SS', '605588.SS', '605589.SS', '605598.SS', '605599.SS', '000001.SZ', '000002.SZ', '000004.SZ', '000006.SZ', '000007.SZ', '000008.SZ', '000009.SZ', '000010.SZ', '000011.SZ', '000012.SZ', '000014.SZ', '000016.SZ', '000017.SZ', '000019.SZ', '000020.SZ', '000021.SZ', '000025.SZ', '000026.SZ', '000027.SZ', '000028.SZ', '000029.SZ', '000030.SZ', '000031.SZ', '000032.SZ', '000034.SZ', '000035.SZ', '000036.SZ', '000037.SZ', '000039.SZ', '000040.SZ', '000042.SZ', '000045.SZ', '000048.SZ', '000049.SZ', '000050.SZ', '000055.SZ', '000056.SZ', '000058.SZ', '000059.SZ', '000060.SZ', '000061.SZ', '000062.SZ', '000063.SZ', '000065.SZ', '000066.SZ', '000068.SZ', '000069.SZ', '000070.SZ', '000078.SZ', '000088.SZ', '000089.SZ', '000090.SZ', '000096.SZ', '000099.SZ', '000100.SZ', '000151.SZ', '000153.SZ', '000155.SZ', '000156.SZ', '000157.SZ', '000158.SZ', '000159.SZ', '000166.SZ', '000301.SZ', '000333.SZ', '000338.SZ', '000400.SZ', '000401.SZ', '000402.SZ', '000403.SZ', '000404.SZ', '000407.SZ', '000408.SZ', '000409.SZ', '000410.SZ', '000411.SZ', '000415.SZ', '000417.SZ', '000419.SZ', '000420.SZ', '000421.SZ', '000422.SZ', '000423.SZ', '000425.SZ', '000426.SZ', '000428.SZ', '000429.SZ', '000430.SZ', '000488.SZ', '000498.SZ', '000501.SZ', '000503.SZ', '000504.SZ', '000505.SZ', '000506.SZ', '000507.SZ', '000509.SZ', '000510.SZ', '000513.SZ', '000514.SZ', '000516.SZ', '000517.SZ', '000518.SZ', '000519.SZ', '000520.SZ', '000521.SZ', '000523.SZ', '000524.SZ', '000525.SZ', '000526.SZ', '000528.SZ', '000529.SZ', '000530.SZ', '000531.SZ', '000532.SZ', '000533.SZ', '000534.SZ', '000536.SZ', '000537.SZ', '000538.SZ', '000539.SZ', '000541.SZ', '000543.SZ', '000544.SZ', '000545.SZ', '000546.SZ', '000547.SZ', '000548.SZ', '000550.SZ', '000551.SZ', '000552.SZ', '000553.SZ', '000554.SZ', '000555.SZ', '000557.SZ', '000558.SZ', '000559.SZ', '000560.SZ', '000561.SZ', '000563.SZ', '000564.SZ', '000565.SZ', '000566.SZ', '000567.SZ', '000568.SZ', '000570.SZ', '000571.SZ', '000572.SZ', '000573.SZ', '000576.SZ', '000581.SZ', '000582.SZ', '000584.SZ', '000586.SZ', '000589.SZ', '000590.SZ', '000591.SZ', '000592.SZ', '000593.SZ', '000595.SZ', '000596.SZ', '000597.SZ', '000598.SZ', '000599.SZ', '000600.SZ', '000601.SZ', '000603.SZ', '000605.SZ', '000607.SZ', '000608.SZ', '000609.SZ', '000610.SZ', '000612.SZ', '000615.SZ', '000617.SZ', '000619.SZ', '000620.SZ', '000622.SZ', '000623.SZ', '000625.SZ', '000626.SZ', '000627.SZ', '000628.SZ', '000629.SZ', '000630.SZ', '000631.SZ', '000632.SZ', '000633.SZ', '000635.SZ', '000636.SZ', '000637.SZ', '000638.SZ', '000639.SZ', '000650.SZ', '000651.SZ', '000652.SZ', '000655.SZ', '000656.SZ', '000657.SZ', '000659.SZ', '000661.SZ', '000663.SZ', '000665.SZ', '000668.SZ', '000669.SZ', '000670.SZ', '000672.SZ', '000676.SZ', '000677.SZ', '000678.SZ', '000679.SZ', '000680.SZ', '000681.SZ', '000682.SZ', '000683.SZ', '000685.SZ', '000686.SZ', '000688.SZ', '000690.SZ', '000691.SZ', '000692.SZ', '000695.SZ', '000697.SZ', '000698.SZ', '000700.SZ', '000701.SZ', '000702.SZ', '000703.SZ', '000705.SZ', '000707.SZ', '000708.SZ', '000709.SZ', '000710.SZ', '000711.SZ', '000712.SZ', '000713.SZ', '000715.SZ', '000716.SZ', '000717.SZ', '000718.SZ', '000719.SZ', '000720.SZ', '000721.SZ', '000722.SZ', '000723.SZ', '000725.SZ', '000726.SZ', '000727.SZ', '000728.SZ', '000729.SZ', '000731.SZ', '000733.SZ', '000735.SZ', '000736.SZ', '000737.SZ', '000738.SZ', '000739.SZ', '000750.SZ', '000751.SZ', '000752.SZ', '000753.SZ', '000755.SZ', '000756.SZ', '000757.SZ', '000758.SZ', '000759.SZ', '000761.SZ', '000762.SZ', '000766.SZ', '000767.SZ', '000768.SZ', '000776.SZ', '000777.SZ', '000778.SZ', '000779.SZ', '000782.SZ', '000783.SZ', '000785.SZ', '000786.SZ', '000788.SZ', '000789.SZ', '000790.SZ', '000791.SZ', '000792.SZ', '000793.SZ', '000795.SZ', '000796.SZ', '000797.SZ', '000798.SZ', '000799.SZ', '000800.SZ', '000801.SZ', '000802.SZ', '000803.SZ', '000807.SZ', '000809.SZ', '000810.SZ', '000811.SZ', '000812.SZ', '000813.SZ', '000815.SZ', '000816.SZ', '000818.SZ', '000819.SZ', '000820.SZ', '000821.SZ', '000822.SZ', '000823.SZ', '000825.SZ', '000826.SZ', '000828.SZ', '000829.SZ', '000830.SZ', '000831.SZ', '000833.SZ', '000837.SZ', '000838.SZ', '000839.SZ', '000848.SZ', '000850.SZ', '000851.SZ', '000852.SZ', '000856.SZ', '000858.SZ', '000859.SZ', '000860.SZ', '000862.SZ', '000863.SZ', '000868.SZ', '000869.SZ', '000875.SZ', '000876.SZ', '000877.SZ', '000878.SZ', '000880.SZ', '000881.SZ', '000882.SZ', '000883.SZ', '000885.SZ', '000886.SZ', '000887.SZ', '000888.SZ', '000889.SZ', '000890.SZ', '000892.SZ', '000893.SZ', '000895.SZ', '000897.SZ', '000898.SZ', '000899.SZ', '000900.SZ', '000901.SZ', '000902.SZ', '000903.SZ', '000905.SZ', '000906.SZ', '000908.SZ', '000909.SZ', '000910.SZ', '000911.SZ', '000912.SZ', '000913.SZ', '000915.SZ', '000917.SZ', '000919.SZ', '000920.SZ', '000921.SZ', '000922.SZ', '000923.SZ', '000925.SZ', '000926.SZ', '000927.SZ', '000928.SZ', '000929.SZ', '000930.SZ', '000931.SZ', '000932.SZ', '000933.SZ', '000935.SZ', '000936.SZ', '000937.SZ', '000938.SZ', '000948.SZ', '000949.SZ', '000950.SZ', '000951.SZ', '000952.SZ', '000953.SZ', '000955.SZ', '000957.SZ', '000958.SZ', '000959.SZ', '000960.SZ', '000962.SZ', '000963.SZ', '000965.SZ', '000966.SZ', '000967.SZ', '000968.SZ', '000969.SZ', '000970.SZ', '000972.SZ', '000973.SZ', '000975.SZ', '000977.SZ', '000978.SZ', '000980.SZ', '000981.SZ', '000983.SZ', '000985.SZ', '000987.SZ', '000988.SZ', '000989.SZ', '000990.SZ', '000993.SZ', '000995.SZ', '000997.SZ', '000998.SZ', '000999.SZ', '001201.SZ', '001202.SZ', '001203.SZ', '001205.SZ', '001206.SZ', '001207.SZ', '001208.SZ', '001209.SZ', '001210.SZ', '001211.SZ', '001212.SZ', '001213.SZ', '001215.SZ', '001216.SZ', '001217.SZ', '001218.SZ', '001219.SZ', '001222.SZ', '001223.SZ', '001225.SZ', '001226.SZ', '001227.SZ', '001228.SZ', '001229.SZ', '001230.SZ', '001231.SZ', '001234.SZ', '001236.SZ', '001238.SZ', '001239.SZ', '001255.SZ', '001256.SZ', '001258.SZ', '001259.SZ', '001260.SZ', '001266.SZ', '001267.SZ', '001268.SZ', '001269.SZ', '001270.SZ', '001277.SZ', '001278.SZ', '001279.SZ', '001282.SZ', '001283.SZ', '001286.SZ', '001287.SZ', '001288.SZ', '001289.SZ', '001296.SZ', '001298.SZ', '001299.SZ', '001300.SZ', '001301.SZ', '001306.SZ', '001308.SZ', '001309.SZ', '001311.SZ', '001313.SZ', '001314.SZ', '001316.SZ', '001317.SZ', '001318.SZ', '001319.SZ', '001322.SZ', '001323.SZ', '001324.SZ', '001326.SZ', '001328.SZ', '001330.SZ', '001331.SZ', '001332.SZ', '001333.SZ', '001336.SZ', '001337.SZ', '001338.SZ', '001339.SZ', '001356.SZ', '001358.SZ', '001359.SZ', '001360.SZ', '001366.SZ', '001367.SZ', '001368.SZ', '001373.SZ', '001376.SZ', '001378.SZ', '001379.SZ', '001380.SZ', '001387.SZ', '001389.SZ', '001391.SZ', '001395.SZ', '001696.SZ', '001872.SZ', '001896.SZ', '001914.SZ', '001965.SZ', '001979.SZ', '002001.SZ', '002003.SZ', '002004.SZ', '002005.SZ', '002006.SZ', '002007.SZ', '002008.SZ', '002009.SZ', '002010.SZ', '002011.SZ', '002012.SZ', '002014.SZ', '002015.SZ', '002016.SZ', '002017.SZ', '002019.SZ', '002020.SZ', '002021.SZ', '002022.SZ', '002023.SZ', '002024.SZ', '002025.SZ', '002026.SZ', '002027.SZ', '002028.SZ', '002029.SZ', '002030.SZ', '002031.SZ', '002032.SZ', '002033.SZ', '002034.SZ', '002035.SZ', '002036.SZ', '002037.SZ', '002038.SZ', '002039.SZ', '002040.SZ', '002041.SZ', '002042.SZ', '002043.SZ', '002044.SZ', '002045.SZ', '002046.SZ', '002047.SZ', '002048.SZ', '002049.SZ', '002050.SZ', '002051.SZ', '002052.SZ', '002053.SZ', '002054.SZ', '002055.SZ', '002056.SZ', '002057.SZ', '002058.SZ', '002059.SZ', '002060.SZ', '002061.SZ', '002062.SZ', '002063.SZ', '002064.SZ', '002065.SZ', '002066.SZ', '002067.SZ', '002068.SZ', '002069.SZ', '002072.SZ', '002073.SZ', '002074.SZ', '002075.SZ', '002076.SZ', '002077.SZ', '002078.SZ', '002079.SZ', '002080.SZ', '002081.SZ', '002082.SZ', '002083.SZ', '002084.SZ', '002085.SZ', '002086.SZ', '002088.SZ', '002090.SZ', '002091.SZ', '002092.SZ', '002093.SZ', '002094.SZ', '002095.SZ', '002096.SZ', '002097.SZ', '002098.SZ', '002099.SZ', '002100.SZ', '002101.SZ', '002102.SZ', '002103.SZ', '002104.SZ', '002105.SZ', '002106.SZ', '002107.SZ', '002108.SZ', '002109.SZ', '002110.SZ', '002111.SZ', '002112.SZ', '002114.SZ', '002115.SZ', '002116.SZ', '002117.SZ', '002119.SZ', '002120.SZ', '002121.SZ', '002122.SZ', '002123.SZ', '002124.SZ', '002125.SZ', '002126.SZ', '002127.SZ', '002128.SZ', '002129.SZ', '002130.SZ', '002131.SZ', '002132.SZ', '002133.SZ', '002134.SZ', '002135.SZ', '002136.SZ', '002137.SZ', '002138.SZ', '002139.SZ', '002140.SZ', '002141.SZ', '002142.SZ', '002144.SZ', '002145.SZ', '002146.SZ', '002148.SZ', '002149.SZ', '002150.SZ', '002151.SZ', '002152.SZ', '002153.SZ', '002154.SZ', '002155.SZ', '002156.SZ', '002157.SZ', '002158.SZ', '002159.SZ', '002160.SZ', '002161.SZ', '002162.SZ', '002163.SZ', '002164.SZ', '002165.SZ', '002166.SZ', '002167.SZ', '002168.SZ', '002169.SZ', '002170.SZ', '002171.SZ', '002172.SZ', '002173.SZ', '002174.SZ', '002175.SZ', '002176.SZ', '002177.SZ', '002178.SZ', '002179.SZ', '002180.SZ', '002181.SZ', '002182.SZ', '002183.SZ', '002184.SZ', '002185.SZ', '002186.SZ', '002187.SZ', '002188.SZ', '002189.SZ', '002190.SZ', '002191.SZ', '002192.SZ', '002193.SZ', '002194.SZ', '002195.SZ', '002196.SZ', '002197.SZ', '002198.SZ', '002199.SZ', '002200.SZ', '002201.SZ', '002202.SZ', '002203.SZ', '002204.SZ', '002205.SZ', '002206.SZ', '002207.SZ', '002208.SZ', '002209.SZ', '002210.SZ', '002211.SZ', '002212.SZ', '002213.SZ', '002214.SZ', '002215.SZ', '002216.SZ', '002217.SZ', '002218.SZ', '002219.SZ', '002221.SZ', '002222.SZ', '002223.SZ', '002224.SZ', '002225.SZ', '002226.SZ', '002227.SZ', '002228.SZ', '002229.SZ', '002230.SZ', '002231.SZ', '002232.SZ', '002233.SZ', '002234.SZ', '002235.SZ', '002236.SZ', '002237.SZ', '002238.SZ', '002239.SZ', '002240.SZ', '002241.SZ', '002242.SZ', '002243.SZ', '002244.SZ', '002245.SZ', '002246.SZ', '002247.SZ', '002248.SZ', '002249.SZ', '002250.SZ', '002251.SZ', '002252.SZ', '002253.SZ', '002254.SZ', '002255.SZ', '002256.SZ', '002258.SZ', '002259.SZ', '002261.SZ', '002262.SZ', '002263.SZ', '002264.SZ', '002265.SZ', '002266.SZ', '002267.SZ', '002268.SZ', '002269.SZ', '002270.SZ', '002271.SZ', '002272.SZ', '002273.SZ', '002274.SZ', '002275.SZ', '002276.SZ', '002277.SZ', '002278.SZ', '002279.SZ', '002281.SZ', '002282.SZ', '002283.SZ', '002284.SZ', '002285.SZ', '002286.SZ', '002287.SZ', '002289.SZ', '002290.SZ', '002291.SZ', '002292.SZ', '002293.SZ', '002294.SZ', '002295.SZ', '002296.SZ', '002297.SZ', '002298.SZ', '002299.SZ', '002300.SZ', '002301.SZ', '002302.SZ', '002303.SZ', '002304.SZ', '002305.SZ', '002306.SZ', '002307.SZ', '002309.SZ', '002310.SZ', '002311.SZ', '002312.SZ', '002313.SZ', '002314.SZ', '002315.SZ', '002316.SZ', '002317.SZ', '002318.SZ', '002319.SZ', '002320.SZ', '002321.SZ', '002322.SZ', '002323.SZ', '002324.SZ', '002326.SZ', '002327.SZ', '002328.SZ', '002329.SZ', '002330.SZ', '002331.SZ', '002332.SZ', '002333.SZ', '002334.SZ', '002335.SZ', '002336.SZ', '002337.SZ', '002338.SZ', '002339.SZ', '002340.SZ', '002342.SZ', '002343.SZ', '002344.SZ', '002345.SZ', '002346.SZ', '002347.SZ', '002348.SZ', '002349.SZ', '002350.SZ', '002351.SZ', '002352.SZ', '002353.SZ', '002354.SZ', '002355.SZ', '002356.SZ', '002357.SZ', '002358.SZ', '002360.SZ', '002361.SZ', '002362.SZ', '002363.SZ', '002364.SZ', '002365.SZ', '002366.SZ', '002367.SZ', '002368.SZ', '002369.SZ', '002370.SZ', '002371.SZ', '002372.SZ', '002373.SZ', '002374.SZ', '002375.SZ', '002376.SZ', '002377.SZ', '002378.SZ', '002379.SZ', '002380.SZ', '002381.SZ', '002382.SZ', '002383.SZ', '002384.SZ', '002385.SZ', '002386.SZ', '002387.SZ', '002388.SZ', '002389.SZ', '002390.SZ', '002391.SZ', '002392.SZ', '002393.SZ', '002394.SZ', '002395.SZ', '002396.SZ', '002397.SZ', '002398.SZ', '002399.SZ', '002400.SZ', '002401.SZ', '002402.SZ', '002403.SZ', '002404.SZ', '002405.SZ', '002406.SZ', '002407.SZ', '002408.SZ', '002409.SZ', '002410.SZ', '002412.SZ', '002413.SZ', '002414.SZ', '002415.SZ', '002416.SZ', '002418.SZ', '002419.SZ', '002420.SZ', '002421.SZ', '002422.SZ', '002423.SZ', '002424.SZ', '002425.SZ', '002426.SZ', '002427.SZ', '002428.SZ', '002429.SZ', '002430.SZ', '002431.SZ', '002432.SZ', '002434.SZ', '002436.SZ', '002437.SZ', '002438.SZ', '002439.SZ', '002440.SZ', '002441.SZ', '002442.SZ', '002443.SZ', '002444.SZ', '002445.SZ', '002446.SZ', '002448.SZ', '002449.SZ', '002451.SZ', '002452.SZ', '002453.SZ', '002454.SZ', '002455.SZ', '002456.SZ', '002457.SZ', '002458.SZ', '002459.SZ', '002460.SZ', '002461.SZ', '002462.SZ', '002463.SZ', '002465.SZ', '002466.SZ', '002467.SZ', '002468.SZ', '002469.SZ', '002470.SZ', '002471.SZ', '002472.SZ', '002474.SZ', '002475.SZ', '002476.SZ', '002478.SZ', '002479.SZ', '002480.SZ', '002481.SZ', '002482.SZ', '002483.SZ', '002484.SZ', '002485.SZ', '002486.SZ', '002487.SZ', '002488.SZ', '002489.SZ', '002490.SZ', '002491.SZ', '002492.SZ', '002493.SZ', '002494.SZ', '002495.SZ', '002496.SZ', '002497.SZ', '002498.SZ', '002500.SZ', '002501.SZ', '002506.SZ', '002507.SZ', '002508.SZ', '002510.SZ', '002511.SZ', '002512.SZ', '002513.SZ', '002514.SZ', '002515.SZ', '002516.SZ', '002517.SZ', '002518.SZ', '002519.SZ', '002520.SZ', '002521.SZ', '002522.SZ', '002523.SZ', '002524.SZ', '002526.SZ', '002527.SZ', '002528.SZ', '002529.SZ', '002530.SZ', '002531.SZ', '002532.SZ', '002533.SZ', '002534.SZ', '002535.SZ', '002536.SZ', '002537.SZ', '002538.SZ', '002539.SZ', '002540.SZ', '002541.SZ', '002542.SZ', '002543.SZ', '002544.SZ', '002545.SZ', '002546.SZ', '002547.SZ', '002548.SZ', '002549.SZ', '002550.SZ', '002551.SZ', '002552.SZ', '002553.SZ', '002554.SZ', '002555.SZ', '002556.SZ', '002557.SZ', '002558.SZ', '002559.SZ', '002560.SZ', '002561.SZ', '002562.SZ', '002563.SZ', '002564.SZ', '002565.SZ', '002566.SZ', '002567.SZ', '002568.SZ', '002569.SZ', '002570.SZ', '002571.SZ', '002572.SZ', '002573.SZ', '002574.SZ', '002575.SZ', '002576.SZ', '002577.SZ', '002578.SZ', '002579.SZ', '002580.SZ', '002581.SZ', '002582.SZ', '002583.SZ', '002584.SZ', '002585.SZ', '002586.SZ', '002587.SZ', '002588.SZ', '002589.SZ', '002590.SZ', '002591.SZ', '002592.SZ', '002593.SZ', '002594.SZ', '002595.SZ', '002596.SZ', '002597.SZ', '002598.SZ', '002599.SZ', '002600.SZ', '002601.SZ', '002602.SZ', '002603.SZ', '002605.SZ', '002606.SZ', '002607.SZ', '002608.SZ', '002609.SZ', '002611.SZ', '002612.SZ', '002613.SZ', '002614.SZ', '002615.SZ', '002616.SZ', '002617.SZ', '002620.SZ', '002622.SZ', '002623.SZ', '002624.SZ', '002625.SZ', '002626.SZ', '002627.SZ', '002628.SZ', '002629.SZ', '002630.SZ', '002631.SZ', '002632.SZ', '002633.SZ', '002634.SZ', '002635.SZ', '002636.SZ', '002637.SZ', '002638.SZ', '002639.SZ', '002640.SZ', '002641.SZ', '002642.SZ', '002643.SZ', '002644.SZ', '002645.SZ', '002646.SZ', '002647.SZ', '002648.SZ', '002649.SZ', '002650.SZ', '002651.SZ', '002652.SZ', '002653.SZ', '002654.SZ', '002655.SZ', '002656.SZ', '002657.SZ', '002658.SZ', '002659.SZ', '002660.SZ', '002661.SZ', '002662.SZ', '002663.SZ', '002664.SZ', '002666.SZ', '002667.SZ', '002668.SZ', '002669.SZ', '002670.SZ', '002671.SZ', '002672.SZ', '002673.SZ', '002674.SZ', '002675.SZ', '002676.SZ', '002677.SZ', '002678.SZ', '002679.SZ', '002681.SZ', '002682.SZ', '002683.SZ', '002685.SZ', '002686.SZ', '002687.SZ', '002688.SZ', '002689.SZ', '002690.SZ', '002691.SZ', '002692.SZ', '002693.SZ', '002694.SZ', '002695.SZ', '002696.SZ', '002697.SZ', '002698.SZ', '002700.SZ', '002701.SZ', '002702.SZ', '002703.SZ', '002705.SZ', '002706.SZ', '002707.SZ', '002708.SZ', '002709.SZ', '002712.SZ', '002713.SZ', '002714.SZ', '002715.SZ', '002716.SZ', '002717.SZ', '002718.SZ', '002719.SZ', '002721.SZ', '002722.SZ', '002723.SZ', '002724.SZ', '002725.SZ', '002726.SZ', '002727.SZ', '002728.SZ', '002729.SZ', '002730.SZ', '002731.SZ', '002732.SZ', '002733.SZ', '002734.SZ', '002735.SZ', '002736.SZ', '002737.SZ', '002738.SZ', '002739.SZ', '002741.SZ', '002742.SZ', '002743.SZ', '002745.SZ', '002746.SZ', '002747.SZ', '002748.SZ', '002749.SZ', '002750.SZ', '002752.SZ', '002753.SZ', '002755.SZ', '002756.SZ', '002757.SZ', '002758.SZ', '002759.SZ', '002760.SZ', '002761.SZ', '002762.SZ', '002763.SZ', '002765.SZ', '002766.SZ', '002767.SZ', '002768.SZ', '002769.SZ', '002771.SZ', '002772.SZ', '002773.SZ', '002774.SZ', '002775.SZ', '002777.SZ', '002778.SZ', '002779.SZ', '002780.SZ', '002782.SZ', '002783.SZ', '002785.SZ', '002786.SZ', '002787.SZ', '002788.SZ', '002789.SZ', '002790.SZ', '002791.SZ', '002792.SZ', '002793.SZ', '002795.SZ', '002796.SZ', '002797.SZ', '002798.SZ', '002799.SZ', '002800.SZ', '002801.SZ', '002802.SZ', '002803.SZ', '002805.SZ', '002806.SZ', '002807.SZ', '002808.SZ', '002809.SZ', '002810.SZ', '002811.SZ', '002812.SZ', '002813.SZ', '002815.SZ', '002816.SZ', '002817.SZ', '002818.SZ', '002819.SZ', '002820.SZ', '002821.SZ', '002822.SZ', '002823.SZ', '002824.SZ', '002825.SZ', '002826.SZ', '002827.SZ', '002828.SZ', '002829.SZ', '002830.SZ', '002831.SZ', '002832.SZ', '002833.SZ', '002835.SZ', '002836.SZ', '002837.SZ', '002838.SZ', '002839.SZ', '002840.SZ', '002841.SZ', '002842.SZ', '002843.SZ', '002845.SZ', '002846.SZ', '002847.SZ', '002848.SZ', '002849.SZ', '002850.SZ', '002851.SZ', '002852.SZ', '002853.SZ', '002855.SZ', '002856.SZ', '002857.SZ', '002858.SZ', '002859.SZ', '002860.SZ', '002861.SZ', '002862.SZ', '002863.SZ', '002864.SZ', '002865.SZ', '002866.SZ', '002867.SZ', '002868.SZ', '002869.SZ', '002870.SZ', '002871.SZ', '002872.SZ', '002873.SZ', '002875.SZ', '002876.SZ', '002877.SZ', '002878.SZ', '002879.SZ', '002880.SZ', '002881.SZ', '002882.SZ', '002883.SZ', '002884.SZ', '002885.SZ', '002886.SZ', '002887.SZ', '002888.SZ', '002889.SZ', '002890.SZ', '002891.SZ', '002892.SZ', '002893.SZ', '002895.SZ', '002896.SZ', '002897.SZ', '002898.SZ', '002899.SZ', '002900.SZ', '002901.SZ', '002902.SZ', '002903.SZ', '002905.SZ', '002906.SZ', '002907.SZ', '002908.SZ', '002909.SZ', '002910.SZ', '002911.SZ', '002912.SZ', '002913.SZ', '002915.SZ', '002916.SZ', '002917.SZ', '002918.SZ', '002919.SZ', '002920.SZ', '002921.SZ', '002922.SZ', '002923.SZ', '002925.SZ', '002926.SZ', '002927.SZ', '002928.SZ', '002929.SZ', '002930.SZ', '002931.SZ', '002932.SZ', '002933.SZ', '002935.SZ', '002936.SZ', '002937.SZ', '002938.SZ', '002939.SZ', '002940.SZ', '002941.SZ', '002942.SZ', '002943.SZ', '002945.SZ', '002946.SZ', '002947.SZ', '002948.SZ', '002949.SZ', '002950.SZ', '002951.SZ', '002952.SZ', '002953.SZ', '002955.SZ', '002956.SZ', '002957.SZ', '002958.SZ', '002959.SZ', '002960.SZ', '002961.SZ', '002962.SZ', '002963.SZ', '002965.SZ', '002966.SZ', '002967.SZ', '002968.SZ', '002969.SZ', '002970.SZ', '002971.SZ', '002972.SZ', '002973.SZ', '002975.SZ', '002976.SZ', '002977.SZ', '002978.SZ', '002979.SZ', '002980.SZ', '002981.SZ', '002982.SZ', '002983.SZ', '002984.SZ', '002985.SZ', '002986.SZ', '002987.SZ', '002988.SZ', '002989.SZ', '002990.SZ', '002991.SZ', '002992.SZ', '002993.SZ', '002995.SZ', '002996.SZ', '002997.SZ', '002998.SZ', '002999.SZ', '003000.SZ', '003001.SZ', '003002.SZ', '003003.SZ', '003004.SZ', '003005.SZ', '003006.SZ', '003007.SZ', '003008.SZ', '003009.SZ', '003010.SZ', '003011.SZ', '003012.SZ', '003013.SZ', '003015.SZ', '003016.SZ', '003017.SZ', '003018.SZ', '003019.SZ', '003020.SZ', '003021.SZ', '003022.SZ', '003023.SZ', '003025.SZ', '003026.SZ', '003027.SZ', '003028.SZ', '003029.SZ', '003030.SZ', '003031.SZ', '003032.SZ', '003033.SZ', '003035.SZ', '003036.SZ', '003037.SZ', '003038.SZ', '003039.SZ', '003040.SZ', '003041.SZ', '003042.SZ', '003043.SZ', '003816.SZ', '688001.SS', '688002.SS', '688003.SS', '688004.SS', '688005.SS', '688006.SS', '688007.SS', '688008.SS', '688009.SS', '688010.SS', '688011.SS', '688012.SS', '688013.SS', '688015.SS', '688016.SS', '688017.SS', '688018.SS', '688019.SS', '688020.SS', '688021.SS', '688022.SS', '688023.SS', '688025.SS', '688026.SS', '688027.SS', '688028.SS', '688029.SS', '688030.SS', '688031.SS', '688032.SS', '688033.SS', '688035.SS', '688036.SS', '688037.SS', '688038.SS', '688039.SS', '688041.SS', '688045.SS', '688046.SS', '688047.SS', '688048.SS', '688049.SS', '688050.SS', '688051.SS', '688052.SS', '688053.SS', '688055.SS', '688056.SS', '688057.SS', '688058.SS', '688059.SS', '688060.SS', '688061.SS', '688062.SS', '688063.SS', '688065.SS', '688066.SS', '688067.SS', '688068.SS', '688069.SS', '688070.SS', '688071.SS', '688072.SS', '688073.SS', '688075.SS', '688076.SS', '688077.SS', '688078.SS', '688079.SS', '688080.SS', '688081.SS', '688082.SS', '688083.SS', '688084.SS', '688085.SS', '688087.SS', '688088.SS', '688089.SS', '688090.SS', '688091.SS', '688092.SS', '688093.SS', '688095.SS', '688096.SS', '688097.SS', '688098.SS', '688099.SS', '688100.SS', '688101.SS', '688102.SS', '688103.SS', '688105.SS', '688106.SS', '688107.SS', '688108.SS', '688109.SS', '688110.SS', '688111.SS', '688112.SS', '688113.SS', '688114.SS', '688115.SS', '688116.SS', '688117.SS', '688118.SS', '688119.SS', '688120.SS', '688121.SS', '688122.SS', '688123.SS', '688125.SS', '688126.SS', '688127.SS', '688128.SS', '688129.SS', '688130.SS', '688131.SS', '688132.SS', '688133.SS', '688135.SS', '688136.SS', '688137.SS', '688138.SS', '688139.SS', '688141.SS', '688143.SS', '688146.SS', '688147.SS', '688148.SS', '688150.SS', '688151.SS', '688152.SS', '688153.SS', '688155.SS', '688156.SS', '688157.SS', '688158.SS', '688159.SS', '688160.SS', '688161.SS', '688162.SS', '688163.SS', '688165.SS', '688166.SS', '688167.SS', '688168.SS', '688169.SS', '688170.SS', '688171.SS', '688172.SS', '688173.SS', '688175.SS', '688176.SS', '688177.SS', '688178.SS', '688179.SS', '688180.SS', '688181.SS', '688182.SS', '688183.SS', '688184.SS', '688185.SS', '688186.SS', '688187.SS', '688188.SS', '688189.SS', '688190.SS', '688191.SS', '688192.SS', '688193.SS', '688195.SS', '688196.SS', '688197.SS', '688198.SS', '688199.SS', '688200.SS', '688201.SS', '688202.SS', '688203.SS', '688205.SS', '688206.SS', '688207.SS', '688208.SS', '688209.SS', '688210.SS', '688211.SS', '688212.SS', '688213.SS', '688215.SS', '688216.SS', '688217.SS', '688218.SS', '688219.SS', '688220.SS', '688221.SS', '688222.SS', '688223.SS', '688225.SS', '688226.SS', '688227.SS', '688228.SS', '688229.SS', '688230.SS', '688231.SS', '688232.SS', '688233.SS', '688234.SS', '688235.SS', '688236.SS', '688237.SS', '688238.SS', '688239.SS', '688244.SS', '688246.SS', '688247.SS', '688248.SS', '688249.SS', '688251.SS', '688252.SS', '688253.SS', '688255.SS', '688256.SS', '688257.SS', '688258.SS', '688259.SS', '688260.SS', '688261.SS', '688262.SS', '688265.SS', '688266.SS', '688267.SS', '688268.SS', '688269.SS', '688270.SS', '688271.SS', '688272.SS', '688273.SS', '688275.SS', '688276.SS', '688277.SS', '688278.SS', '688279.SS', '688280.SS', '688281.SS', '688282.SS', '688283.SS', '688285.SS', '688286.SS', '688287.SS', '688288.SS', '688289.SS', '688290.SS', '688291.SS', '688292.SS', '688293.SS', '688295.SS', '688296.SS', '688297.SS', '688298.SS', '688299.SS', '688300.SS', '688301.SS', '688302.SS', '688303.SS', '688305.SS', '688306.SS', '688307.SS', '688308.SS', '688309.SS', '688310.SS', '688311.SS', '688312.SS', '688313.SS', '688314.SS', '688315.SS', '688316.SS', '688317.SS', '688318.SS', '688319.SS', '688320.SS', '688321.SS', '688322.SS', '688323.SS', '688325.SS', '688326.SS', '688327.SS', '688328.SS', '688329.SS', '688330.SS', '688331.SS', '688332.SS', '688333.SS', '688334.SS', '688335.SS', '688336.SS', '688337.SS', '688338.SS', '688339.SS', '688343.SS', '688345.SS', '688347.SS', '688348.SS', '688349.SS', '688350.SS', '688351.SS', '688352.SS', '688353.SS', '688355.SS', '688356.SS', '688357.SS', '688358.SS', '688359.SS', '688360.SS', '688361.SS', '688362.SS', '688363.SS', '688365.SS', '688366.SS', '688367.SS', '688368.SS', '688369.SS', '688370.SS', '688371.SS', '688372.SS', '688373.SS', '688375.SS', '688376.SS', '688377.SS', '688378.SS', '688379.SS', '688380.SS', '688381.SS', '688382.SS', '688383.SS', '688385.SS', '688386.SS', '688387.SS', '688388.SS', '688389.SS', '688390.SS', '688391.SS', '688392.SS', '688393.SS', '688395.SS', '688396.SS', '688398.SS', '688399.SS', '688400.SS', '688401.SS', '688403.SS', '688408.SS', '688409.SS', '688410.SS', '688411.SS', '688416.SS', '688418.SS', '688419.SS', '688420.SS', '688425.SS', '688426.SS', '688428.SS', '688429.SS', '688432.SS', '688433.SS', '688435.SS', '688439.SS', '688443.SS', '688448.SS', '688449.SS', '688450.SS', '688455.SS', '688456.SS', '688458.SS', '688459.SS', '688466.SS', '688468.SS', '688469.SS', '688472.SS', '688475.SS', '688478.SS', '688479.SS', '688480.SS', '688484.SS', '688485.SS', '688486.SS', '688488.SS', '688489.SS', '688496.SS', '688498.SS', '688499.SS', '688500.SS', '688501.SS', '688502.SS', '688503.SS', '688505.SS', '688506.SS', '688507.SS', '688508.SS', '688509.SS', '688510.SS', '688511.SS', '688512.SS', '688513.SS', '688515.SS', '688516.SS', '688517.SS', '688518.SS', '688519.SS', '688520.SS', '688521.SS', '688522.SS', '688523.SS', '688525.SS', '688526.SS', '688528.SS', '688529.SS', '688530.SS', '688531.SS', '688533.SS', '688535.SS', '688536.SS', '688538.SS', '688539.SS', '688543.SS', '688545.SS', '688548.SS', '688549.SS', '688550.SS', '688551.SS', '688552.SS', '688553.SS', '688556.SS', '688557.SS', '688558.SS', '688559.SS', '688560.SS', '688561.SS', '688562.SS', '688563.SS', '688565.SS', '688566.SS', '688567.SS', '688568.SS', '688569.SS', '688570.SS', '688571.SS', '688573.SS', '688575.SS', '688576.SS', '688577.SS', '688578.SS', '688579.SS', '688580.SS', '688581.SS', '688582.SS', '688583.SS', '688584.SS', '688585.SS', '688586.SS', '688588.SS', '688589.SS', '688590.SS', '688591.SS', '688592.SS', '688593.SS', '688595.SS', '688596.SS', '688597.SS', '688598.SS', '688599.SS', '688600.SS', '688601.SS', '688602.SS', '688603.SS', '688605.SS', '688606.SS', '688607.SS', '688608.SS', '688609.SS', '688610.SS', '688611.SS', '688612.SS', '688613.SS', '688615.SS', '688616.SS', '688617.SS', '688618.SS', '688619.SS', '688620.SS', '688621.SS', '688622.SS', '688623.SS', '688625.SS', '688626.SS', '688627.SS', '688628.SS', '688629.SS', '688630.SS', '688631.SS', '688633.SS', '688636.SS', '688638.SS', '688639.SS', '688646.SS', '688648.SS', '688651.SS', '688652.SS', '688653.SS', '688655.SS', '688656.SS', '688657.SS', '688658.SS', '688659.SS', '688660.SS', '688661.SS', '688662.SS', '688663.SS', '688665.SS', '688667.SS', '688668.SS', '688669.SS', '688670.SS', '688671.SS', '688676.SS', '688677.SS', '688678.SS', '688679.SS', '688680.SS', '688681.SS', '688682.SS', '688683.SS', '688685.SS', '688686.SS', '688687.SS', '688689.SS', '688690.SS', '688691.SS', '688692.SS', '688693.SS', '688695.SS', '688696.SS', '688697.SS', '688698.SS', '688699.SS', '688700.SS', '688701.SS', '688702.SS', '688707.SS', '688708.SS', '688709.SS', '688710.SS', '688711.SS', '688716.SS', '688717.SS', '688718.SS', '688719.SS', '688720.SS', '688721.SS', '688722.SS', '688726.SS', '688728.SS', '688733.SS', '688737.SS', '688739.SS', '688750.SS', '688758.SS', '688766.SS', '688767.SS', '688768.SS', '688772.SS', '688776.SS', '688777.SS', '688778.SS', '688779.SS', '688786.SS', '688787.SS', '688788.SS', '688789.SS', '688793.SS', '688798.SS', '688799.SS', '688800.SS', '688819.SS', '688981.SS', '689009.SS', '300001.SZ', '300002.SZ', '300003.SZ', '300004.SZ', '300005.SZ', '300006.SZ', '300007.SZ', '300008.SZ', '300009.SZ', '300010.SZ', '300011.SZ', '300012.SZ', '300013.SZ', '300014.SZ', '300015.SZ', '300016.SZ', '300017.SZ', '300018.SZ', '300019.SZ', '300020.SZ', '300021.SZ', '300022.SZ', '300024.SZ', '300025.SZ', '300026.SZ', '300027.SZ', '300029.SZ', '300030.SZ', '300031.SZ', '300032.SZ', '300033.SZ', '300034.SZ', '300035.SZ', '300036.SZ', '300037.SZ', '300039.SZ', '300040.SZ', '300041.SZ', '300042.SZ', '300043.SZ', '300044.SZ', '300045.SZ', '300046.SZ', '300047.SZ', '300048.SZ', '300049.SZ', '300050.SZ', '300051.SZ', '300052.SZ', '300053.SZ', '300054.SZ', '300055.SZ', '300056.SZ', '300057.SZ', '300058.SZ', '300059.SZ', '300061.SZ', '300062.SZ', '300063.SZ', '300065.SZ', '300066.SZ', '300067.SZ', '300068.SZ', '300069.SZ', '300070.SZ', '300071.SZ', '300072.SZ', '300073.SZ', '300074.SZ', '300075.SZ', '300076.SZ', '300077.SZ', '300078.SZ', '300079.SZ', '300080.SZ', '300081.SZ', '300082.SZ', '300083.SZ', '300084.SZ', '300085.SZ', '300086.SZ', '300087.SZ', '300088.SZ', '300091.SZ', '300092.SZ', '300093.SZ', '300094.SZ', '300095.SZ', '300096.SZ', '300097.SZ', '300098.SZ', '300099.SZ', '300100.SZ', '300101.SZ', '300102.SZ', '300103.SZ', '300105.SZ', '300106.SZ', '300107.SZ', '300108.SZ', '300109.SZ', '300110.SZ', '300111.SZ', '300112.SZ', '300113.SZ', '300115.SZ', '300117.SZ', '300118.SZ', '300119.SZ', '300120.SZ', '300121.SZ', '300122.SZ', '300123.SZ', '300124.SZ', '300125.SZ', '300126.SZ', '300127.SZ', '300128.SZ', '300129.SZ', '300130.SZ', '300131.SZ', '300132.SZ', '300133.SZ', '300134.SZ', '300135.SZ', '300136.SZ', '300137.SZ', '300138.SZ', '300139.SZ', '300140.SZ', '300141.SZ', '300142.SZ', '300143.SZ', '300144.SZ', '300145.SZ', '300146.SZ', '300147.SZ', '300148.SZ', '300149.SZ', '300150.SZ', '300151.SZ', '300152.SZ', '300153.SZ', '300154.SZ', '300155.SZ', '300157.SZ', '300158.SZ', '300159.SZ', '300160.SZ', '300161.SZ', '300162.SZ', '300163.SZ', '300164.SZ', '300165.SZ', '300166.SZ', '300167.SZ', '300168.SZ', '300169.SZ', '300170.SZ', '300171.SZ', '300172.SZ', '300173.SZ', '300174.SZ', '300175.SZ', '300176.SZ', '300177.SZ', '300179.SZ', '300180.SZ', '300181.SZ', '300182.SZ', '300183.SZ', '300184.SZ', '300185.SZ', '300187.SZ', '300188.SZ', '300189.SZ', '300190.SZ', '300191.SZ', '300192.SZ', '300193.SZ', '300194.SZ', '300195.SZ', '300196.SZ', '300197.SZ', '300198.SZ', '300199.SZ', '300200.SZ', '300201.SZ', '300203.SZ', '300204.SZ', '300205.SZ', '300206.SZ', '300207.SZ', '300208.SZ', '300209.SZ', '300210.SZ', '300211.SZ', '300212.SZ', '300213.SZ', '300214.SZ', '300215.SZ', '300217.SZ', '300218.SZ', '300219.SZ', '300220.SZ', '300221.SZ', '300222.SZ', '300223.SZ', '300224.SZ', '300225.SZ', '300226.SZ', '300227.SZ', '300228.SZ', '300229.SZ', '300230.SZ', '300231.SZ', '300232.SZ', '300233.SZ', '300234.SZ', '300235.SZ', '300236.SZ', '300237.SZ', '300238.SZ', '300239.SZ', '300240.SZ', '300241.SZ', '300242.SZ', '300243.SZ', '300244.SZ', '300245.SZ', '300246.SZ', '300247.SZ', '300248.SZ', '300249.SZ', '300250.SZ', '300251.SZ', '300252.SZ', '300253.SZ', '300254.SZ', '300255.SZ', '300256.SZ', '300257.SZ', '300258.SZ', '300259.SZ', '300260.SZ', '300261.SZ', '300263.SZ', '300264.SZ', '300265.SZ', '300266.SZ', '300267.SZ', '300268.SZ', '300269.SZ', '300270.SZ', '300271.SZ', '300272.SZ', '300274.SZ', '300275.SZ', '300276.SZ', '300277.SZ', '300278.SZ', '300279.SZ', '300280.SZ', '300281.SZ', '300283.SZ', '300284.SZ', '300285.SZ', '300286.SZ', '300287.SZ', '300288.SZ', '300289.SZ', '300290.SZ', '300291.SZ', '300292.SZ', '300293.SZ', '300294.SZ', '300295.SZ', '300296.SZ', '300298.SZ', '300299.SZ', '300300.SZ', '300301.SZ', '300302.SZ', '300303.SZ', '300304.SZ', '300305.SZ', '300306.SZ', '300307.SZ', '300308.SZ', '300310.SZ', '300311.SZ', '300313.SZ', '300314.SZ', '300315.SZ', '300316.SZ', '300317.SZ', '300318.SZ', '300319.SZ', '300320.SZ', '300321.SZ', '300322.SZ', '300323.SZ', '300324.SZ', '300326.SZ', '300327.SZ', '300328.SZ', '300329.SZ', '300331.SZ', '300332.SZ', '300333.SZ', '300334.SZ', '300335.SZ', '300337.SZ', '300338.SZ', '300339.SZ', '300340.SZ', '300341.SZ', '300342.SZ', '300343.SZ', '300344.SZ', '300345.SZ', '300346.SZ', '300347.SZ', '300348.SZ', '300349.SZ', '300350.SZ', '300351.SZ', '300352.SZ', '300353.SZ', '300354.SZ', '300355.SZ', '300357.SZ', '300358.SZ', '300359.SZ', '300360.SZ', '300363.SZ', '300364.SZ', '300365.SZ', '300366.SZ', '300368.SZ', '300369.SZ', '300370.SZ', '300371.SZ', '300373.SZ', '300374.SZ', '300375.SZ', '300376.SZ', '300377.SZ', '300378.SZ', '300379.SZ', '300380.SZ', '300381.SZ', '300382.SZ', '300383.SZ', '300384.SZ', '300385.SZ', '300386.SZ', '300387.SZ', '300388.SZ', '300389.SZ', '300390.SZ', '300391.SZ', '300393.SZ', '300394.SZ', '300395.SZ', '300396.SZ', '300397.SZ', '300398.SZ', '300399.SZ', '300400.SZ', '300401.SZ', '300402.SZ', '300403.SZ', '300404.SZ', '300405.SZ', '300406.SZ', '300407.SZ', '300408.SZ', '300409.SZ', '300410.SZ', '300411.SZ', '300412.SZ', '300413.SZ', '300414.SZ', '300415.SZ', '300416.SZ', '300417.SZ', '300418.SZ', '300419.SZ', '300420.SZ', '300421.SZ', '300422.SZ', '300423.SZ', '300424.SZ', '300425.SZ', '300426.SZ', '300427.SZ', '300428.SZ', '300429.SZ', '300430.SZ', '300432.SZ', '300433.SZ', '300434.SZ', '300435.SZ', '300436.SZ', '300437.SZ', '300438.SZ', '300439.SZ', '300440.SZ', '300441.SZ', '300442.SZ', '300443.SZ', '300444.SZ', '300445.SZ', '300446.SZ', '300447.SZ', '300448.SZ', '300449.SZ', '300450.SZ', '300451.SZ', '300452.SZ', '300453.SZ', '300454.SZ', '300455.SZ', '300456.SZ', '300457.SZ', '300458.SZ', '300459.SZ', '300460.SZ', '300461.SZ', '300462.SZ', '300463.SZ', '300464.SZ', '300465.SZ', '300466.SZ', '300467.SZ', '300468.SZ', '300469.SZ', '300470.SZ', '300471.SZ', '300472.SZ', '300473.SZ', '300474.SZ', '300475.SZ', '300476.SZ', '300477.SZ', '300478.SZ', '300479.SZ', '300480.SZ', '300481.SZ', '300482.SZ', '300483.SZ', '300484.SZ', '300485.SZ', '300486.SZ', '300487.SZ', '300488.SZ', '300489.SZ', '300490.SZ', '300491.SZ', '300492.SZ', '300493.SZ', '300494.SZ', '300496.SZ', '300497.SZ', '300498.SZ', '300499.SZ', '300500.SZ', '300501.SZ', '300502.SZ', '300503.SZ', '300504.SZ', '300505.SZ', '300506.SZ', '300507.SZ', '300508.SZ', '300509.SZ', '300510.SZ', '300511.SZ', '300512.SZ', '300513.SZ', '300514.SZ', '300515.SZ', '300516.SZ', '300517.SZ', '300518.SZ', '300519.SZ', '300520.SZ', '300521.SZ', '300522.SZ', '300523.SZ', '300525.SZ', '300527.SZ', '300528.SZ', '300529.SZ', '300530.SZ', '300531.SZ', '300532.SZ', '300533.SZ', '300534.SZ', '300535.SZ', '300536.SZ', '300537.SZ', '300538.SZ', '300539.SZ', '300540.SZ', '300541.SZ', '300542.SZ', '300543.SZ', '300545.SZ', '300546.SZ', '300547.SZ', '300548.SZ', '300549.SZ', '300550.SZ', '300551.SZ', '300552.SZ', '300553.SZ', '300554.SZ', '300555.SZ', '300556.SZ', '300557.SZ', '300558.SZ', '300559.SZ', '300560.SZ', '300561.SZ', '300562.SZ', '300563.SZ', '300564.SZ', '300565.SZ', '300566.SZ', '300567.SZ', '300568.SZ', '300569.SZ', '300570.SZ', '300571.SZ', '300572.SZ', '300573.SZ', '300575.SZ', '300576.SZ', '300577.SZ', '300578.SZ', '300579.SZ', '300580.SZ', '300581.SZ', '300582.SZ', '300583.SZ', '300584.SZ', '300585.SZ', '300586.SZ', '300587.SZ', '300588.SZ', '300589.SZ', '300590.SZ', '300591.SZ', '300592.SZ', '300593.SZ', '300594.SZ', '300595.SZ', '300596.SZ', '300597.SZ', '300598.SZ', '300599.SZ', '300600.SZ', '300601.SZ', '300602.SZ', '300603.SZ', '300604.SZ', '300605.SZ', '300606.SZ', '300607.SZ', '300608.SZ', '300609.SZ', '300610.SZ', '300611.SZ', '300612.SZ', '300613.SZ', '300614.SZ', '300615.SZ', '300616.SZ', '300617.SZ', '300618.SZ', '300619.SZ', '300620.SZ', '300621.SZ', '300622.SZ', '300623.SZ', '300624.SZ', '300625.SZ', '300626.SZ', '300627.SZ', '300628.SZ', '300629.SZ', '300630.SZ', '300631.SZ', '300632.SZ', '300633.SZ', '300634.SZ', '300635.SZ', '300636.SZ', '300637.SZ', '300638.SZ', '300639.SZ', '300640.SZ', '300641.SZ', '300642.SZ', '300643.SZ', '300644.SZ', '300645.SZ', '300647.SZ', '300648.SZ', '300649.SZ', '300650.SZ', '300651.SZ', '300652.SZ', '300653.SZ', '300654.SZ', '300655.SZ', '300656.SZ', '300657.SZ', '300658.SZ', '300659.SZ', '300660.SZ', '300661.SZ', '300662.SZ', '300663.SZ', '300664.SZ', '300665.SZ', '300666.SZ', '300667.SZ', '300668.SZ', '300669.SZ', '300670.SZ', '300671.SZ', '300672.SZ', '300673.SZ', '300674.SZ', '300675.SZ', '300676.SZ', '300677.SZ', '300678.SZ', '300679.SZ', '300680.SZ', '300681.SZ', '300682.SZ', '300683.SZ', '300684.SZ', '300685.SZ', '300686.SZ', '300687.SZ', '300688.SZ', '300689.SZ', '300690.SZ', '300691.SZ', '300692.SZ', '300693.SZ', '300694.SZ', '300695.SZ', '300696.SZ', '300697.SZ', '300698.SZ', '300699.SZ', '300700.SZ', '300701.SZ', '300702.SZ', '300703.SZ', '300705.SZ', '300706.SZ', '300707.SZ', '300708.SZ', '300709.SZ', '300710.SZ', '300711.SZ', '300712.SZ', '300713.SZ', '300715.SZ', '300716.SZ', '300717.SZ', '300718.SZ', '300719.SZ', '300720.SZ', '300721.SZ', '300722.SZ', '300723.SZ', '300724.SZ', '300725.SZ', '300726.SZ', '300727.SZ', '300729.SZ', '300730.SZ', '300731.SZ', '300732.SZ', '300733.SZ', '300735.SZ', '300736.SZ', '300737.SZ', '300738.SZ', '300739.SZ', '300740.SZ', '300741.SZ', '300743.SZ', '300745.SZ', '300746.SZ', '300747.SZ', '300748.SZ', '300749.SZ', '300750.SZ', '300751.SZ', '300752.SZ', '300753.SZ', '300755.SZ', '300756.SZ', '300757.SZ', '300758.SZ', '300759.SZ', '300760.SZ', '300761.SZ', '300762.SZ', '300763.SZ', '300765.SZ', '300766.SZ', '300767.SZ', '300768.SZ', '300769.SZ', '300770.SZ', '300771.SZ', '300772.SZ', '300773.SZ', '300774.SZ', '300775.SZ', '300776.SZ', '300777.SZ', '300778.SZ', '300779.SZ', '300780.SZ', '300781.SZ', '300782.SZ', '300783.SZ', '300784.SZ', '300785.SZ', '300786.SZ', '300787.SZ', '300788.SZ', '300789.SZ', '300790.SZ', '300791.SZ', '300792.SZ', '300793.SZ', '300795.SZ', '300796.SZ', '300797.SZ', '300798.SZ', '300800.SZ', '300801.SZ', '300802.SZ', '300803.SZ', '300804.SZ', '300805.SZ', '300806.SZ', '300807.SZ', '300808.SZ', '300809.SZ', '300810.SZ', '300811.SZ', '300812.SZ', '300813.SZ', '300814.SZ', '300815.SZ', '300816.SZ', '300817.SZ', '300818.SZ', '300819.SZ', '300820.SZ', '300821.SZ', '300822.SZ', '300823.SZ', '300824.SZ', '300825.SZ', '300826.SZ', '300827.SZ', '300828.SZ', '300829.SZ', '300830.SZ', '300831.SZ', '300832.SZ', '300833.SZ', '300834.SZ', '300835.SZ', '300836.SZ', '300837.SZ', '300838.SZ', '300839.SZ', '300840.SZ', '300841.SZ', '300842.SZ', '300843.SZ', '300844.SZ', '300845.SZ', '300846.SZ', '300847.SZ', '300848.SZ', '300849.SZ', '300850.SZ', '300851.SZ', '300852.SZ', '300853.SZ', '300854.SZ', '300855.SZ', '300856.SZ', '300857.SZ', '300858.SZ', '300859.SZ', '300860.SZ', '300861.SZ', '300862.SZ', '300863.SZ', '300864.SZ', '300865.SZ', '300866.SZ', '300867.SZ', '300868.SZ', '300869.SZ', '300870.SZ', '300871.SZ', '300872.SZ', '300873.SZ', '300875.SZ', '300876.SZ', '300877.SZ', '300878.SZ', '300879.SZ', '300880.SZ', '300881.SZ', '300882.SZ', '300883.SZ', '300884.SZ', '300885.SZ', '300886.SZ', '300887.SZ', '300888.SZ', '300889.SZ', '300890.SZ', '300891.SZ', '300892.SZ', '300893.SZ', '300894.SZ', '300895.SZ', '300896.SZ', '300897.SZ', '300898.SZ', '300899.SZ', '300900.SZ', '300901.SZ', '300902.SZ', '300903.SZ', '300904.SZ', '300905.SZ', '300906.SZ', '300907.SZ', '300908.SZ', '300909.SZ', '300910.SZ', '300911.SZ', '300912.SZ', '300913.SZ', '300915.SZ', '300916.SZ', '300917.SZ', '300918.SZ', '300919.SZ', '300920.SZ', '300921.SZ', '300922.SZ', '300923.SZ', '300925.SZ', '300926.SZ', '300927.SZ', '300928.SZ', '300929.SZ', '300930.SZ', '300931.SZ', '300932.SZ', '300933.SZ', '300935.SZ', '300936.SZ', '300937.SZ', '300938.SZ', '300939.SZ', '300940.SZ', '300941.SZ', '300942.SZ', '300943.SZ', '300945.SZ', '300946.SZ', '300947.SZ', '300948.SZ', '300949.SZ', '300950.SZ', '300951.SZ', '300952.SZ', '300953.SZ', '300955.SZ', '300956.SZ', '300957.SZ', '300958.SZ', '300959.SZ', '300960.SZ', '300961.SZ', '300962.SZ', '300963.SZ', '300964.SZ', '300965.SZ', '300966.SZ', '300967.SZ', '300968.SZ', '300969.SZ', '300970.SZ', '300971.SZ', '300972.SZ', '300973.SZ', '300975.SZ', '300976.SZ', '300977.SZ', '300978.SZ', '300979.SZ', '300980.SZ', '300981.SZ', '300982.SZ', '300983.SZ', '300984.SZ', '300985.SZ', '300986.SZ', '300987.SZ', '300988.SZ', '300989.SZ', '300990.SZ', '300991.SZ', '300992.SZ', '300993.SZ', '300994.SZ', '300995.SZ', '300996.SZ', '300997.SZ', '300998.SZ', '300999.SZ', '301000.SZ', '301001.SZ', '301002.SZ', '301003.SZ', '301004.SZ', '301005.SZ', '301006.SZ', '301007.SZ', '301008.SZ', '301009.SZ', '301010.SZ', '301011.SZ', '301012.SZ', '301013.SZ', '301015.SZ', '301016.SZ', '301017.SZ', '301018.SZ', '301019.SZ', '301020.SZ', '301021.SZ', '301022.SZ', '301023.SZ', '301024.SZ', '301025.SZ', '301026.SZ', '301027.SZ', '301028.SZ', '301029.SZ', '301030.SZ', '301031.SZ', '301032.SZ', '301033.SZ', '301035.SZ', '301036.SZ', '301037.SZ', '301038.SZ', '301039.SZ', '301040.SZ', '301041.SZ', '301042.SZ', '301043.SZ', '301045.SZ', '301046.SZ', '301047.SZ', '301048.SZ', '301049.SZ', '301050.SZ', '301051.SZ', '301052.SZ', '301053.SZ', '301055.SZ', '301056.SZ', '301057.SZ', '301058.SZ', '301059.SZ', '301060.SZ', '301061.SZ', '301062.SZ', '301063.SZ', '301065.SZ', '301066.SZ', '301067.SZ', '301068.SZ', '301069.SZ', '301070.SZ', '301071.SZ', '301072.SZ', '301073.SZ', '301075.SZ', '301076.SZ', '301077.SZ', '301078.SZ', '301079.SZ', '301080.SZ', '301081.SZ', '301082.SZ', '301083.SZ', '301085.SZ', '301086.SZ', '301087.SZ', '301088.SZ', '301089.SZ', '301090.SZ', '301091.SZ', '301092.SZ', '301093.SZ', '301095.SZ', '301096.SZ', '301097.SZ', '301098.SZ', '301099.SZ', '301100.SZ', '301101.SZ', '301102.SZ', '301103.SZ', '301105.SZ', '301106.SZ', '301107.SZ', '301108.SZ', '301109.SZ', '301110.SZ', '301111.SZ', '301112.SZ', '301113.SZ', '301115.SZ', '301116.SZ', '301117.SZ', '301118.SZ', '301119.SZ', '301120.SZ', '301121.SZ', '301122.SZ', '301123.SZ', '301125.SZ', '301126.SZ', '301127.SZ', '301128.SZ', '301129.SZ', '301130.SZ', '301131.SZ', '301132.SZ', '301133.SZ', '301135.SZ', '301136.SZ', '301137.SZ', '301138.SZ', '301139.SZ', '301141.SZ', '301148.SZ', '301149.SZ', '301150.SZ', '301151.SZ', '301152.SZ', '301153.SZ', '301155.SZ', '301156.SZ', '301157.SZ', '301158.SZ', '301159.SZ', '301160.SZ', '301161.SZ', '301162.SZ', '301163.SZ', '301165.SZ', '301166.SZ', '301167.SZ', '301168.SZ', '301169.SZ', '301170.SZ', '301171.SZ', '301172.SZ', '301173.SZ', '301175.SZ', '301176.SZ', '301177.SZ', '301178.SZ', '301179.SZ', '301180.SZ', '301181.SZ', '301182.SZ', '301183.SZ', '301185.SZ', '301186.SZ', '301187.SZ', '301188.SZ', '301189.SZ', '301190.SZ', '301191.SZ', '301192.SZ', '301193.SZ', '301195.SZ', '301196.SZ', '301197.SZ', '301198.SZ', '301199.SZ', '301200.SZ', '301201.SZ', '301202.SZ', '301203.SZ', '301205.SZ', '301206.SZ', '301207.SZ', '301208.SZ', '301209.SZ', '301210.SZ', '301211.SZ', '301212.SZ', '301213.SZ', '301215.SZ', '301216.SZ', '301217.SZ', '301218.SZ', '301219.SZ', '301220.SZ', '301221.SZ', '301222.SZ', '301223.SZ', '301225.SZ', '301226.SZ', '301227.SZ', '301228.SZ', '301229.SZ', '301230.SZ', '301231.SZ', '301232.SZ', '301233.SZ', '301234.SZ', '301235.SZ', '301236.SZ', '301237.SZ', '301238.SZ', '301239.SZ', '301246.SZ', '301248.SZ', '301251.SZ', '301252.SZ', '301255.SZ', '301256.SZ', '301257.SZ', '301258.SZ', '301259.SZ', '301260.SZ', '301261.SZ', '301262.SZ', '301263.SZ', '301265.SZ', '301266.SZ', '301267.SZ', '301268.SZ', '301269.SZ', '301270.SZ', '301272.SZ', '301273.SZ', '301275.SZ', '301276.SZ', '301277.SZ', '301278.SZ', '301279.SZ', '301280.SZ', '301281.SZ', '301282.SZ', '301283.SZ', '301285.SZ', '301286.SZ', '301287.SZ', '301288.SZ', '301289.SZ', '301290.SZ', '301291.SZ', '301292.SZ', '301293.SZ', '301295.SZ', '301296.SZ', '301297.SZ', '301298.SZ', '301299.SZ', '301300.SZ', '301301.SZ', '301302.SZ', '301303.SZ', '301305.SZ', '301306.SZ', '301307.SZ', '301308.SZ', '301309.SZ', '301310.SZ', '301311.SZ', '301312.SZ', '301313.SZ', '301314.SZ', '301315.SZ', '301316.SZ', '301317.SZ', '301318.SZ', '301319.SZ', '301320.SZ', '301321.SZ', '301322.SZ', '301323.SZ', '301325.SZ', '301326.SZ', '301327.SZ', '301328.SZ', '301329.SZ', '301330.SZ', '301331.SZ', '301332.SZ', '301333.SZ', '301335.SZ', '301336.SZ', '3013 查看全部

def initialize(context):

    # 初始化策略

    g.security = "600570.SS"

    set_universe(g.security)

    run_daily(context, func,'20:13')



def handle_data(context, data):

    print('公众号：可转债量化分析')

    

    

def func(context):

    info = get_Ashares(date=None)

    print(info)