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历史财务数据 #133

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yssource opened this issue Jan 12, 2018 · 39 comments
Closed

历史财务数据 #133

yssource opened this issue Jan 12, 2018 · 39 comments

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@yssource
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@rainx @yutiansut @JaysonAlbert
get_finance_info, 只能拿到当前的财务.
有没有办法拿到历史的财务数据呢?
谢谢.
@yssource
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yssource commented Jan 12, 2018 •
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#43

这个办法, 应该也能拿到 一些历史数据, 再计算出其他数据.
如果 get_finance_info 提供一个 datetime range 参数, 拿到历史数据 就 更方便.

@yutiansut
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这个是tdx的问题 没办法 考虑其他办法吧

@rainx rainx closed this as completed Jan 17, 2018
@datochan
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datochan commented Feb 12, 2018 •
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我这边的历史财务数据是这样拿的, 看看是否有帮助，这里直接贴我的笔记:

数据获取

财务数据列表

http://down.tdx.com.cn:8001/fin/gpcw.txt

文件名称, 文件MD5的hash值, 文件的字节数
gpcw20160930.zip,bf8371400d2325eb47a96243196c197f,2080806
gpcw20160630.zip,7241eab8813a6ad50c203ae53533ec2a,2243971
gpcw20160331.zip,42baabfaaab075302ca53b39443a0cd7,1937253
gpcw20151231.zip,d2d15120271e9fd996e13b233a7e8281,2267129
gpcw20150930.zip,b5cfcf0fc5f0d75853c58134e075c956,1955384
gpcw20150630.zip,a3f9503d68a7be9db695a154ebeea437,2122141
gpcw20150331.zip,b94ac28e56934197b9c9a1f1e0c544f0,1832383
gpcw20141231.zip,bd468ae8e140c56ae3808e258b3a3765,2229083
gpcw20140930.zip,3098884f7fa41a1289c525fc45d6d056,1813196
gpcw20140630.zip,6725ca2c6b1346378217049ac35a0a38,1942731

是逗号分隔的csv，第一项是文件名，第二项目是hash，第三项是字节数

下载流程，直接拼接就可以了

http://down.tdx.com.cn:8001/fin/gpcw20160930.zip

数据解析

004757B3  |.  8D5424 20     ||lea     edx, dword ptr [esp+0x20]
004757B7  |.  51            ||push    ecx
004757B8  |.  57            ||push    edi
004757B9  |.  68 4023A600   ||push    00A62340                                   ;  C:\Program Files\tdx\vipdoc\
004757BE  |.  68 F8968B00   ||push    008B96F8                                   ;  %scw\gpcw%04d%04d.dat
004757C3  |.  52            ||push    edx
004757C4  |.  C74424 3C 000>||mov     dword ptr [esp+0x3C], 0x0
004757CC  |.  E8 ED3B3B00   ||call    <jmp.&MFC42.#CString::Format_2818>
004757D1  |.  83C4 14       ||add     esp, 0x14
004757D4  |.  8D4C24 38     ||lea     ecx, dword ptr [esp+0x38]
004757D8  |.  E8 673D3B00   ||call    <jmp.&MFC42.#CFile::CFile_354>
004757DD  |.  8B4424 20     ||mov     eax, dword ptr [esp+0x20]
004757E1  |.  6A 00         ||push    0x0
004757E3  |.  6A 40         ||push    0x40
004757E5  |.  50            ||push    eax
004757E6  |.  8D4C24 44     ||lea     ecx, dword ptr [esp+0x44]
004757EA  |.  C64424 70 01  ||mov     byte ptr [esp+0x70], 0x1
004757EF  |.  E8 443D3B00   ||call    <jmp.&MFC42.#CFile::Open_5186>             ;  打开财报文件
004757F4  |.  85C0          ||test    eax, eax
004757F6  |.  0F84 50010000 ||je      0047594C
004757FC  |.  8D4C24 48     ||lea     ecx, dword ptr [esp+0x48]
00475800  |.  6A 14         ||push    0x14
00475802  |.  51            ||push    ecx
00475803  |.  8D4C24 40     ||lea     ecx, dword ptr [esp+0x40]
00475807  |.  E8 263D3B00   ||call    <jmp.&MFC42.#CFile::Read_5442>             ;  读取文件
0047580C  |.  8B4424 4E     ||mov     eax, dword ptr [esp+0x4E]
00475810  |.  85C0          ||test    eax, eax
00475812  |.  0F8E 2B010000 ||jle     00475943
00475818  |.  8D1480        ||lea     edx, dword ptr [eax+eax*4]
0047581B  |.  8D0450        ||lea     eax, dword ptr [eax+edx*2]
0047581E  |.  50            ||push    eax
0047581F  |.  E8 CC393B00   ||call    <jmp.&MFC42.#operator new_823>             ;  申请2b66大小的缓存
00475824  |.  8BF8          ||mov     edi, eax                                   ;  12B443C0
00475826  |.  8B4424 52     ||mov     eax, dword ptr [esp+0x52]
0047582A  |.  83C4 04       ||add     esp, 0x4
0047582D  |.  897C24 14     ||mov     dword ptr [esp+0x14], edi
00475831  |.  8D0C80        ||lea     ecx, dword ptr [eax+eax*4]
00475834  |.  8D1448        ||lea     edx, dword ptr [eax+ecx*2]
00475837  |.  8D4C24 38     ||lea     ecx, dword ptr [esp+0x38]
0047583B  |.  52            ||push    edx
0047583C  |.  57            ||push    edi
0047583D  |.  E8 F03C3B00   ||call    <jmp.&MFC42.#CFile::Read_5442>             ;  从财宝中读取2B66大小的内容，存放到刚才申请的缓存中
00475842  |.  8B4424 4E     ||mov     eax, dword ptr [esp+0x4E]
00475846  |.  33F6          ||xor     esi, esi
00475848  |.  85C0          ||test    eax, eax
0047584A  |.  0F8E E2000000 ||jle     00475932
00475850  |>  57            ||/push    edi                                       ; /s
00475851  |.  C647 06 00    |||mov     byte ptr [edi+0x6], 0x0                   ; |在股票代码末尾设置\0防止字符串解析错误
00475855  |.  FF15 98638500 |||call    dword ptr [<&MSVCRT.atol>]                ; \将股票代码转long类型
0047585B  |.  8B4C24 78     |||mov     ecx, dword ptr [esp+0x78]
0047585F  |.  83C4 04       |||add     esp, 0x4
00475862  |.  3BC1          |||cmp     eax, ecx
00475864  |.  74 11         |||je      short 00475877                            ;  查找指定的股票
00475866  |.  8B4424 4E     |||mov     eax, dword ptr [esp+0x4E]
0047586A  |.  46            |||inc     esi                                       ;  累加器统计目标股票代码的偏移数量
0047586B  |.  83C7 0B       |||add     edi, 0xB
0047586E  |.  3BF0          |||cmp     esi, eax
00475870  |.^ 7C DE         ||\jl      short 00475850
00475872  |.  E9 B7000000   ||jmp     0047592E                                   ;  如果没找到就跳走，如果找到则获取其财报信息
00475877  |>  8B4C24 14     ||mov     ecx, dword ptr [esp+0x14]                  ;  得到STOCK_ITEM的基地址
0047587B  |.  8D04B6        ||lea     eax, dword ptr [esi+esi*4]                 ;  指定股票的偏移+偏移*4
0047587E  |.  03CE          ||add     ecx, esi
00475880  |.  6A 00         ||push    0x0
00475882  |.  8B5441 07     ||mov     edx, dword ptr [ecx+eax*2+0x7]             ;  得到每只股票代码的下一个成员(offset)
00475886  |.  8B4424 28     ||mov     eax, dword ptr [esp+0x28]                  ;  得到要获取元素的偏移。
0047588A  |.  8D4C82 FC     ||lea     ecx, dword ptr [edx+eax*4-0x4]
0047588E  |.  51            ||push    ecx
0047588F  |.  8D4C24 40     ||lea     ecx, dword ptr [esp+0x40]
00475893  |.  E8 C6433B00   ||call    <jmp.&MFC42.#CFile::Seek_5773>             ;  计算其财报信息每股净收益的偏移
00475898  |.  8D5424 28     ||lea     edx, dword ptr [esp+0x28]
0047589C  |.  6A 04         ||push    0x4
0047589E  |.  52            ||push    edx
0047589F  |.  8D4C24 40     ||lea     ecx, dword ptr [esp+0x40]
004758A3  |.  E8 8A3C3B00   ||call    <jmp.&MFC42.#CFile::Read_5442>             ;  得到需要的元素
004758A8  |.  8B83 F8140000 ||mov     eax, dword ptr [ebx+0x14F8]

遍历财务数据的代码

from struct import *

cw_file = open('/Users/datochan/Documents/gpcw20160930.dat', 'rb')
header_size = calcsize("<3h1H3L")
stock_item_size = calcsize("<6s1c1L")
data_header = cw_file.read(header_size)
stock_header = unpack("<3h1H3L", data_header)
max_count = stock_header[3]

for stock_idx in range(0, max_count):
    cw_file.seek(header_size+stock_idx*calcsize("<6s1c1L"))
    si = cw_file.read(stock_item_size)
    stock_item = unpack("<6s1c1L", si)
    code = stock_item[0].decode()
    foa = stock_item[2]
    cw_file.seek(foa)
    info_data = cw_file.read(calcsize('<264f'))
    data_size = len(info_data)
    cw_info = unpack('<264f', info_data)
    print("%s, %s" % (code, str(cw_info)))

取出数据的含义为:

-------------每股指标-----------------------------
1--基本每股收益
2--扣除非经常性损益每股收益
3--每股未分配利润
4--每股净资产
5--每股资本公积金
6--净资产收益率
7--每股经营现金流量
-------------资产负债表----------------------------
8.--货币资金
9.--交易性金融资产
10.--应收票据
11.--应收账款
12.--预付款项
13.--其他应收款
14.--应收关联公司款
15.--应收利息
16.--应收股利
17.--存货
18.--其中：消耗性生物资产
19.--一年内到期的非流动资产
20.--其他流动资产
21.--流动资产合计
22.--可供出售金融资产
23.--持有至到期投资
24.--长期应收款
25.--长期股权投资
26.--投资性房地产
27.--固定资产
28.--在建工程
29.--工程物资
30.--固定资产清理
31.--生产性生物资产
32.--油气资产
33.--无形资产
34.--开发支出
35.--商誉
36.--长期待摊费用
37.--递延所得税资产
38.--其他非流动资产
39.--非流动资产合计
40.--资产总计
41.--短期借款
42.--交易性金融负债
43.--应付票据
44.--应付账款
45.--预收款项
46.--应付职工薪酬
47.--应交税费
48.--应付利息
49.--应付股利
50.--其他应付款
51.--应付关联公司款
52.--一年内到期的非流动负债
53.--其他流动负债
54.--流动负债合计
55.--长期借款
56.--应付债券
57.--长期应付款
58.--专项应付款
59.--预计负债
60.--递延所得税负债
61.--其他非流动负债
62.--非流动负债合计
63.--负债合计
64.--实收资本（或股本）
65.--资本公积
66.--盈余公积
67.--减：库存股
68.--未分配利润
69.--少数股东权益
70.--外币报表折算价差
71.--非正常经营项目收益调整
72.--所有者权益（或股东权益）合计
73.--负债和所有者（或股东权益）合计
-------------利润表-----------------------------
74.--其中：营业收入
75.--其中：营业成本
76.--营业税金及附加
77.--销售费用
78.--管理费用
79.--堪探费用
80.--财务费用
81.--资产减值损失
82.--加：公允价值变动净收益
83.--投资收益
84.--其中：对联营企业和合营企业的投资收益
85.--影响营业利润的其他科目
86.--三、营业利润
87.--加：补贴收入
88.--营业外收入
89.--减：营业外支出
90.--其中：非流动资产处置净损失
91.--加：影响利润总额的其他科目
92.--四、利润总额
93.--减：所得税
94.--加：影响净利润的其他科目
95.--五、净利润
96.--归属于母公司所有者的净利润
97.--少数股东损益
------------------现金流量表---------------------
98.--销售商品、提供劳务收到的现金
99.--收到的税费返还
100.--收到其他与经营活动有关的现金
101.--经营活动现金流入小计
102.--购买商品、接受劳务支付的现金
103.--支付给职工以及为职工支付的现金
104.--支付的各项税费
105.--支付其他与经营活动有关的现金
106.--经营活动现金流出小计
107.--经营活动产生的现金流量净额
108.--收回投资收到的现金
109.--取得投资收益收到的现金
110.--处置固定资产、无形资产和其他长期资产收回的现金净额
111.--处置子公司及其他营业单位收到的现金净额
112.--收到其他与投资活动有关的现金
113.--投资活动现金流入小计
114.--购建固定资产、无形资产和其他长期资产支付的现金
115.--投资支付的现金
116.--取得子公司及其他营业单位支付的现金净额
117.--支付其他与投资活动有关的现金
118.--投资活动现金流出小计
119.--投资活动产生的现金流量净额
120.--吸收投资收到的现金
121.--取得借款收到的现金
122.--收到其他与筹资活动有关的现金
123.--筹资活动现金流入小计
124.--偿还债务支付的现金
125.--分配股利、利润或偿付利息支付的现金
126.--支付其他与筹资活动有关的现金
127.--筹资活动现金流出小计
128.--筹资活动产生的现金流量净额
129.--四、汇率变动对现金的影响
130.--四(2)、其他原因对现金的影响
131.--五、现金及现金等价物净增加额
132.--期初现金及现金等价物余额
133.--期末现金及现金等价物余额
134.--净利润
135.--加：资产减值准备
136.--固定资产折旧、油气资产折耗、生产性生物资产折旧
137.--无形资产摊销
138.--长期待摊费用摊销
139.--处置固定资产、无形资产和其他长期资产的损失
140.--固定资产报废损失
141.--公允价值变动损失
142.--财务费用
143.--投资损失
144.--递延所得税资产减少
145.--递延所得税负债增加
146.--存货的减少
147.--经营性应收项目的减少
148.--经营性应付项目的增加
149.--其他
150.--经营活动产生的现金流量净额2
151.--债务转为资本
152.--一年内到期的可转换公司债券
153.--融资租入固定资产
154.--现金的期末余额
155.--减：现金的期初余额
156.--加：现金等价物的期末余额
157.--减：现金等价物的期初余额
158.--现金及现金等价物净增加额
---------------------偿债能力分析------------------------
159.--流动比率
160.--速动比率
161.--现金比率
162.--利息保障倍数
163.--非流动负债比率
164.--流动负债比率
165.--现金到期债务比率
166.--有形资产净值债务率
167.--权益乘数(%)
168.--股东的权益/负债合计(%)
169.--有形资产/负债合计(%)
170.--经营活动产生的现金流量净额/负债合计(%)
171.--EBITDA/负债合计(%)
---------------------经营效率分析------------------------
172.--应收帐款周转率
173.--存货周转率
174.--运营资金周转率
175.--总资产周转率
176.--固定资产周转率
177.--应收帐款周转天数
178.--存货周转天数
179.--流动资产周转率
180.--流动资产周转天数
181.--总资产周转天数
182.--股东权益周转率
---------------------发展能力分析------------------------
183.--营业收入增长率
184.--净利润增长率
185.--净资产增长率
186.--固定资产增长率
187.--总资产增长率
188.--投资收益增长率
189.--营业利润增长率
190.--暂无
191.--暂无
192.--暂无
---------------------获利能力分析------------------------
193.--成本费用利润率(%)
194.--营业利润率
195.--营业税金率
196.--营业成本率
197.--净资产收益率
198.--投资收益率
199.--销售净利率(%)
200.--总资产报酬率
201.--净利润率
202.--销售毛利率(%)
203.--三费比重
204.--管理费用率
205.--财务费用率
206.--扣除非经常性损益后的净利润
207.--息税前利润(EBIT)
208.--息税折旧摊销前利润(EBITDA)
209.--EBITDA/营业总收入(%)
---------------------资本结构分析---------------------
210.--资产负债率(%)
211.--流动资产比率
212.--货币资金比率
213.--存货比率
214.--固定资产比率
215.--负债结构比
216.--归属于母公司股东权益/全部投入资本(%)
217.--股东的权益/带息债务(%)
218.--有形资产/净债务(%)
---------------------现金流量分析---------------------
219.--每股经营性现金流(元)
220.--营业收入现金含量(%)
221.--经营活动产生的现金流量净额/经营活动净收益(%)
222.--销售商品提供劳务收到的现金/营业收入(%)
223.--经营活动产生的现金流量净额/营业收入
224.--资本支出/折旧和摊销
225.--每股现金流量净额(元)
226.--经营净现金比率（短期债务）
227.--经营净现金比率（全部债务）
228.--经营活动现金净流量与净利润比率
229.--全部资产现金回收率
---------------------单季度财务指标---------------------
230.--营业收入
231.--营业利润
232.--归属于母公司所有者的净利润
233.--扣除非经常性损益后的净利润
234.--经营活动产生的现金流量净额
235.--投资活动产生的现金流量净额
236.--筹资活动产生的现金流量净额
237.--现金及现金等价物净增加额
---------------------股本股东---------------------
238.--总股本
239.--已上市流通A股
240.--已上市流通B股
241.--已上市流通H股
242.--股东人数(户)
243.--第一大股东的持股数量
244.--十大流通股东持股数量合计(股)
245.--十大股东持股数量合计(股)
---------------------机构持股---------------------
246.--机构总量（家）
247.--机构持股总量(股)
248.--QFII机构数
249.--QFII持股量
250.--券商机构数
251.--券商持股量
252.--保险机构数
253.--保险持股量
254.--基金机构数
255.--基金持股量
256.--社保机构数
257.--社保持股量
258.--私募机构数
259.--私募持股量
260.--财务公司机构数
261.--财务公司持股量
262.--年金机构数
263.--年金持股量
---------------------新增指标---------------------
264.--十大流通股东中持有A股合计(股) [注：季度报告中，若股东同时持有非流通A股性质的股份(如同时持有流通A股和流通B股），指标264取的是包含同时持有非流通A股性质的流通股数]

@yutiansut
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卧槽 帅啊

@yutiansut
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@yssource 666

@yutiansut
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@rainx

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@datochan @yutiansut 💥 💥 👍 👏

先祝贺, 我也 ollydbg 一下, 发现了问题再给你们 feedback

@yssource yssource mentioned this issue Feb 12, 2018
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@rainx
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rainx commented Feb 12, 2018

@yutiansut @datochan cool

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rainx commented Feb 13, 2018 •
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@yutiansut @yssource @datochan 根据 @datochan 的代码，创建了一个新的分支
history_financial_crawler https://github.com/rainx/pytdx/compare/history_financial_crawler ， 用于处理历史财务信息，现在已经实现的差不多了, 后面把文档更新上并合并到主干了

增加了
pytdx.crawler.history_financial_crawler.HistoryFinancialListCrawler
下载财务数据文件列表
pytdx.crawler.history_financial_crawler.HistoryFinancialCrawler
下载并解析财务数据
HistoryFinancialReader
专门进行财务数据文件的读取和解析
命令行工具 hqreader 增加对历史财务数据文件支持

hqreader -d hf /tmp/gpcw20170930.dat
或
hqreader -d hf /tmp/gpcw20170930.zip

@yutiansut
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我尝试一下

@yutiansut
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咦 为啥我解析出来有279列


              col275        col276        col277        col278
code
000001  8.899357e+08  2.284400e+10 -4.039810e+34 -4.039810e+34
000002  2.928035e+09  1.952733e+10 -4.039810e+34 -4.039810e+34
000004  3.416154e+07  1.356895e+07 -4.039810e+34 -4.039810e+34
000005  2.188648e+08  1.083661e+08 -4.039810e+34 -4.039810e+34
000006  2.149200e+08  2.544113e+08 -4.039810e+34 -4.039810e+34
000007  5.980906e+07  4.306942e+07  1.000000e+00  9.205418e+06
000008  7.099678e+07  3.067550e+08  2.000000e+00  4.555090e+07
000009  3.758013e+08  2.810229e+08 -4.039810e+34 -4.039810e+34
000010  8.164534e+07  5.262458e+07  1.000000e+00  2.180000e+06
000011  3.111445e+07  1.031617e+08 -4.039810e+34 -4.039810e+34
000012  1.914432e+08  8.534831e+08 -4.039810e+34 -4.039810e+34
000014  8.952402e+07  3.641715e+07 -4.039810e+34 -4.039810e+34
000016  5.237469e+08 -4.489407e+08 -4.039810e+34 -4.039810e+34
.......

@yutiansut
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完整的结果

In [7]: HistoryFinancialReader().get_df('C://Users//P8XXTMX-G//Downloads//gpcw20160930.zip')                       
Out[7]:                                                                                                            
        report_date    col1    col2          col3     col4          col5  \                                        
code                                                                                                               
000001     20160930  1.0900  1.0895  4.050000e+00  10.3800  3.290000e+00                                           
000002     20160930  0.7480  0.7331  4.790000e+00   9.1000  7.300000e-01                                           
000004     20160930  0.1750  0.1749  1.000000e-02   1.1458  1.000000e-02                                           
000005     20160930  0.1260 -0.0048 -4.100000e-01   1.2116  6.000000e-01                                           
000006     20160930  0.0848  0.0840  1.040000e+00   3.2185  3.600000e-01                                           
000007     20160930  0.0753 -0.0597 -1.200000e+00   1.6630  1.830000e+00                                           
000008     20160930  0.0367  0.0356  1.400000e-01   2.1056  9.500000e-01                                           
000009     20160930  0.0980  0.0109  8.000000e-01   2.1112  1.600000e-01                                           
000010     20160930  0.0268  0.0291 -1.600000e-01   2.6804  1.820000e+00                                           
000011     20160930 -0.0121 -0.0135  1.980000e+00   3.4324  2.000000e-01                                           
000012     20160930  0.3400  0.3108  1.800000e+00   3.8356  6.100000e-01                                           
000014     20160930 -0.0869 -0.1374  1.290000e+00   3.4212  5.000000e-02                                           
000016     20160930 -0.0184 -0.0507 -2.400000e-01   1.1418  3.000000e-02                                           
000017     20160930  0.0038  0.0030 -2.170000e+00   0.0251  1.140000e+00                                           
000018     20160930  0.1785  0.1668  6.200000e-01   0.9490 -7.700000e-01                                           
000019     20160930 -0.0610 -0.0781  9.000000e-02   2.0107  8.100000e-01                                           
000020     20160930  0.0159  0.0106 -6.700000e-01   1.1167  5.200000e-01                                           
000021     20160930  0.2063  0.0769  1.290000e+00   3.6503  4.600000e-01                                           
000022     20160930  0.6630  0.6593  5.080000e+00   7.1455  2.600000e-01                                           
000023     20160930  0.0600  0.0684  6.900000e-01   2.7794  7.400000e-01                                           
000025     20160930  0.0882  0.0776  1.000000e-01   3.0085  1.900000e+00                                           
000026     20160930  0.2469  0.2447  1.600000e+00   5.4081  2.420000e+00                                           
000027     20160930  0.3375  0.3352  2.070000e+00   5.4015  1.090000e+00                                           
000028     20160930  1.9930  1.5955  1.009000e+01  16.7316  5.140000e+00                                           
000029     20160930  0.2341  0.2265  5.200000e-01   2.5371  9.700000e-01                                           
000030     20160930  0.4000  0.3815  2.190000e+00   3.8788  4.100000e-01                                           
000031     20160930  0.0400  0.0275  1.330000e+00   3.0353  1.500000e-01                                           
000032     20160930  0.1352  0.1282  1.170000e+00   3.3854  6.200000e-01                                           
000034     20160930  0.5670  0.1883 -8.300000e-01   3.9394  3.640000e+00                                           
000035     20160930  0.1091  0.1052  5.200000e-01   1.6031  7.600000e-01                                           
...             ...     ...     ...           ...      ...           ...                                           
603889     20160930  0.4400  0.4229  1.730000e+00   3.5646  7.800000e-01                                           
603898     20160930  0.5200  0.4845  1.590000e+00   3.5222  1.030000e+00                                           
603899     20160930  0.4297  0.3858  1.070000e+00   2.5351  3.000000e-01                                           
603900     20160930  0.9600  0.9576  2.700000e+00   6.3975  2.420000e+00                                           
603901     20160930  0.1800  0.1471  7.200000e-01   2.1865  4.000000e-01                                           
603909     20160930  0.4659  0.3680  2.280000e+00   5.5729  2.150000e+00                                           
603918     20160930  0.0205  0.0044  7.900000e-01   2.5953  6.900000e-01                                           
603919     20160930  0.6200  0.5505  1.860000e+00   5.6434  2.640000e+00                                           
603928     20160930  0.5600  0.5400 -4.039810e+34   3.8900 -4.039810e+34                                           
603929     20160930  0.9500  0.9500  2.310000e+00   4.1500  6.600000e-01                                           
603936     20160930  0.2340  0.1867  2.250000e+00   5.4979  2.050000e+00                                           
603939     20160930  0.4840  0.4317  1.390000e+00   7.9859  5.530000e+00                                           
603955     20160930  0.6097  0.5808  3.880000e+00  10.4726  4.740000e+00                                           
603958     20160930  0.3150  0.1797  1.910000e+00   5.2711  2.130000e+00                                           
603959     20160930  0.2700  0.1911  1.310000e+00   3.6657  1.210000e+00                                           
603966     20160930  0.3044  0.2761 -4.039810e+34   4.1232 -4.039810e+34                                           
603968     20160930  0.5000  0.4351  2.410000e+00   6.0316  1.940000e+00                                           
603969     20160930  0.2500  0.2424  1.050000e+00   3.8704  1.680000e+00                                           
603977     20160930  0.5200  0.3129  2.060000e+00   3.9563  5.800000e-01                                           
603979     20160930  0.4200  0.3482  2.860000e+00   8.1284  3.870000e+00                                           
603986     20160930  1.8600  1.2464  4.380000e+00  12.3687  6.620000e+00                                           
603987     20160930  0.4800  0.4600  1.750000e+00   4.2100  1.270000e+00                                           
603988     20160930  0.3100  0.2431  2.680000e+00   8.0847  4.100000e+00                                           
603989     20160930  0.6690  0.5477  1.370000e+00   5.7263  3.090000e+00                                           
603990     20160930  0.3600  0.3300 -4.039810e+34   3.4700 -4.039810e+34                                           
603993     20160930  0.0346  0.0391  1.900000e-01   1.0560  6.300000e-01                                           
603996     20160930  0.2029  0.1966  1.430000e+00   4.4599  1.860000e+00                                           
603997     20160930  0.4200  0.3964  1.330000e+00   3.4661  9.700000e-01                                           
603998     20160930  0.1300  0.1190  7.700000e-01   2.1109  3.900000e-01                                           
603999     20160930  0.2200  0.1883  2.360000e+00   5.6306  1.970000e+00                                           
                                                                                                                   
          col6   col7          col8          col9      ...             col269  \                                   
code                                                   ...                                                         
000001   9.443 -8.910  4.270140e+11  1.598400e+10      ...      -4.039810e+34                                      
000002   8.229  3.894  7.518702e+10 -4.039810e+34      ...      -1.323910e+08                                      
000004  15.276  1.600  1.404810e+08 -4.039810e+34      ...      -4.039810e+34                                      
000005  10.431 -0.092  1.440327e+08 -4.039810e+34      ...      -4.039810e+34                                      
000006   2.635  1.124  2.287849e+09 -4.039810e+34      ...      -5.466768e+05                                      
000007   4.527 -0.138  2.016645e+07  2.139842e+08      ...      -4.039810e+34                                      
000008   3.735 -0.036  1.327967e+09  5.238800e+05      ...      -4.039810e+34                                      
000009   4.636  0.012  2.128161e+09  3.582522e+08      ...      -5.688474e+07                                      
000010   0.999 -0.228  4.671235e+08 -4.039810e+34      ...      -4.039810e+34                                      
000011  -0.352  3.525  2.717239e+09 -4.039810e+34      ...       6.211395e+05                                      
000012   8.981  0.767  3.069944e+08 -4.039810e+34      ...       7.055550e+05                                      
000014  -2.541  0.825  2.034572e+08 -4.039810e+34      ...      -4.039810e+34                                      
000016  -1.612 -0.171  2.337841e+09  1.216953e+07      ...      -2.369660e+07                                      
000017  15.027 -0.010  1.808437e+07 -4.039810e+34      ...      -4.039810e+34                                      
000018  18.812 -0.993  9.742814e+08  5.700000e+07      ...      -4.039810e+34                                      
000019  -3.035 -0.003  1.225161e+08  2.709116e+06      ...      -4.039810e+34                                      
000020   1.426 -0.251  4.236820e+07 -4.039810e+34      ...      -4.039810e+34                                      
000021   5.652  0.039  2.976159e+09 -4.039810e+34      ...      -6.325504e+07                                      
000022   9.273  0.889  4.582775e+08 -4.039810e+34      ...       4.500000e+04                                      
000023   2.144  0.362  1.890150e+08 -4.039810e+34      ...      -4.039810e+34                                      
000025   2.931  0.116  1.640584e+08 -4.039810e+34      ...      -4.039810e+34                                      
000026   4.565  0.663  4.780246e+08 -4.039810e+34      ...       9.198679e+06                                      
000027   6.248  0.512  5.245121e+09  1.939415e+07      ...      -7.888285e+08                                      
000028  11.913  1.462  2.095024e+09 -4.039810e+34      ...      -4.039810e+34                                      
000029   9.229  0.545  1.329914e+09 -4.039810e+34      ...      -2.717649e+06                                      
000030  10.349  0.244  9.903030e+08 -4.039810e+34      ...       1.348427e+05                                      
000031   1.394  2.002  1.462336e+10 -4.039810e+34      ...      -2.042459e+06                                      
000032   3.993 -0.115  6.154804e+08 -4.039810e+34      ...      -2.995117e+05                                      
000034  12.956  1.479  1.410261e+09  1.399109e+07      ...       2.164345e+07                                      
000035   6.807  0.071  1.883278e+08 -4.039810e+34      ...       2.507310e+04                                      
...        ...    ...           ...           ...      ...                ...                                      
603889  12.241  0.483  2.707596e+08 -4.039810e+34      ...       3.241688e+05                                      
603898  14.553  0.747  2.130302e+08 -4.039810e+34      ...      -4.039810e+34                                      
603899  16.948  0.431  3.915420e+08 -4.039810e+34      ...      -4.039810e+34                                      
603900  14.951  0.284  9.300240e+07 -4.039810e+34      ...      -4.039810e+34                                      
603901   8.039  0.090  2.312585e+08 -4.039810e+34      ...      -2.405524e+06                                      
603909   6.967 -0.020  2.498567e+08 -4.039810e+34      ...      -4.039810e+34                                      
603918   0.921 -0.410  2.041037e+08 -4.039810e+34      ...       1.811435e+05                                      
603919  10.150  0.424  3.157980e+08 -4.039810e+34      ...      -4.039810e+34                                      
603928  14.276  0.500 -4.039810e+34 -4.039810e+34      ...      -4.039810e+34                                      
603929  22.875  1.630  4.799040e+08 -4.039810e+34      ...       4.487524e+05                                      
603936   4.261  0.284  7.251769e+07 -4.039810e+34      ...      -4.039810e+34                                      
603939   5.502  0.496  8.293762e+08 -4.039810e+34      ...      -4.039810e+34                                      
603955   5.823 -0.315  1.074242e+08 -4.039810e+34      ...      -4.039810e+34                                      
603958   4.853 -0.345  3.023830e+08 -4.039810e+34      ...       9.406000e+01                                      
603959   6.364 -0.624  2.122187e+08 -4.039810e+34      ...      -4.039810e+34                                      
603966   7.384  0.071 -4.039810e+34 -4.039810e+34      ...      -4.039810e+34                                      
603968   8.293  0.731  5.611996e+08 -4.039810e+34      ...       8.682933e+07                                      
603969   6.414 -0.372  1.905104e+08 -4.039810e+34      ...      -4.039810e+34                                      
603977  12.978  0.138  1.331134e+08 -4.039810e+34      ...      -4.039810e+34                                      
603979   4.502  0.039  1.077638e+09 -4.039810e+34      ...       8.011324e+06                                      
603986  11.692  0.341  9.135201e+08 -4.039810e+34      ...       4.080189e+06                                      
603987  11.505  0.950  1.647707e+08 -4.039810e+34      ...       2.212053e+04                                      
603988   3.807  0.312  1.255832e+08 -4.039810e+34      ...      -4.039810e+34                                      
603989  11.679  0.871  1.253851e+08 -4.039810e+34      ...      -4.039810e+34                                      
603990  10.387 -0.430 -4.039810e+34 -4.039810e+34      ...      -4.039810e+34                                      
603993   3.272  0.051  1.379868e+10 -4.039810e+34      ...       4.327319e+08                                      
603996   4.550 -1.612  3.998874e+08 -4.039810e+34      ...      -4.039810e+34                                      
603997  12.163  0.232  2.511757e+08 -4.039810e+34      ...      -3.578334e+05                                      
603998   6.225  0.095  1.402175e+08 -4.039810e+34      ...      -4.039810e+34                                      
603999   3.841 -0.091  7.934580e+08 -4.039810e+34      ...      -4.039810e+34                                      
                                                                                                                   
              col270        col271        col272        col273        col274  \                                    
code                                                                                                               
000001 -4.039810e+34  1.982280e+11 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000002  1.115786e+10  1.004035e+11 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000004  2.049414e+07  9.622171e+07 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000005  1.418844e+08  1.282481e+09 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000006  1.192260e+08  4.345017e+09 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000007  2.610958e+07  3.840931e+08 -4.039810e+34 -4.039810e+34  5.000000e+00                                       
000008  2.192151e+08  5.806598e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
000009  3.095417e+08  4.537704e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000010  2.120866e+07  2.197508e+09 -4.039810e+34 -4.039810e+34  5.000000e+00                                       
000011 -6.581346e+06  2.045647e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000012  7.193658e+08  7.960068e+09 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
000014 -1.807685e+07  6.900746e+08 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000016 -7.290796e+07  2.749445e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
000017  2.908600e+06  1.384561e+07 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
000018  3.021527e+08  1.611590e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000019 -3.457629e+07  9.080634e+08 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
000020  4.509368e+06  3.162196e+08 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
000021  2.382927e+08  5.370609e+09 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000022  5.357717e+08  4.607139e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000023  1.327638e+07  3.856641e+08 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
000025  2.645007e+07  8.943844e+08 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
000026  1.172294e+08  2.372769e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
000027  6.491590e+08  2.141429e+10 -4.039810e+34 -4.039810e+34  6.000000e+00                                       
000028  7.414438e+08  6.067417e+09 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000029  2.341457e+08  2.566677e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000030  5.261127e+08  5.016260e+09 -4.039810e+34 -4.039810e+34  7.000000e+00                                       
000031  5.697928e+08  5.505274e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
000032  4.932095e+07  1.429495e+09 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
000034  3.550317e+08  2.576659e+09 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
000035  1.351716e+08  1.985543e+09 -4.039810e+34 -4.039810e+34  5.000000e+00                                       
...              ...           ...           ...           ...           ...                                       
603889  1.471138e+08  1.157132e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
603898  1.537245e+08  1.056298e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603899  3.915385e+08  2.332281e+09 -4.039810e+34 -4.039810e+34  3.000000e+00                                       
603900  1.744737e+08  1.169201e+09 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603901  6.799456e+07  8.745853e+08 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
603909  3.882492e+07  5.572858e+08 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603918  4.387192e+06  4.567674e+08 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603919  1.603764e+08  1.580145e+09 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603928 -4.039810e+34  5.885758e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603929  1.523837e+08  6.642006e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603936  3.920257e+07  9.200745e+08 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603939  1.621174e+08  2.896458e+09 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
603955 -4.039810e+34  6.833366e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603958  5.319241e+07  1.145718e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603959  5.225857e+07  8.211226e+08 -4.039810e+34 -4.039810e+34  7.000000e+00                                       
603966 -4.039810e+34  4.947879e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603968  1.891111e+08  1.233334e+09 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
603969  1.012892e+08  1.548160e+09 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
603977  8.681725e+07  6.559561e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603979  1.721269e+08  3.657779e+09 -4.039810e+34 -4.039810e+34  4.000000e+00                                       
603986  1.500086e+08  1.236874e+09 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603987  9.139743e+07  6.644750e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603988  2.462353e+07  6.467779e+08 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603989  2.000954e+08  1.717886e+09 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603990 -4.039810e+34  2.082668e+08 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
603993  1.000944e+09  1.783349e+10 -4.039810e+34 -4.039810e+34  5.000000e+00                                       
603996  6.090624e+07  1.338631e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603997  1.775536e+08  1.455776e+09 -4.039810e+34 -4.039810e+34  1.000000e+00                                       
603998  6.093081e+07  9.145565e+08 -4.039810e+34 -4.039810e+34  2.000000e+00                                       
603999  6.124773e+07  1.621625e+09 -4.039810e+34 -4.039810e+34 -4.039810e+34                                       
                                                                                                                   
              col275        col276        col277        col278                                                     
code                                                                                                               
000001  8.899357e+08  2.284400e+10 -4.039810e+34 -4.039810e+34                                                     
000002  2.928035e+09  1.952733e+10 -4.039810e+34 -4.039810e+34                                                     
000004  3.416154e+07  1.356895e+07 -4.039810e+34 -4.039810e+34                                                     
000005  2.188648e+08  1.083661e+08 -4.039810e+34 -4.039810e+34                                                     
000006  2.149200e+08  2.544113e+08 -4.039810e+34 -4.039810e+34                                                     
000007  5.980906e+07  4.306942e+07  1.000000e+00  9.205418e+06                                                     
000008  7.099678e+07  3.067550e+08  2.000000e+00  4.555090e+07                                                     
000009  3.758013e+08  2.810229e+08 -4.039810e+34 -4.039810e+34                                                     
000010  8.164534e+07  5.262458e+07  1.000000e+00  2.180000e+06                                                     
000011  3.111445e+07  1.031617e+08 -4.039810e+34 -4.039810e+34                                                     
000012  1.914432e+08  8.534831e+08 -4.039810e+34 -4.039810e+34                                                     
000014  8.952402e+07  3.641715e+07 -4.039810e+34 -4.039810e+34                                                     
000016  5.237469e+08 -4.489407e+08 -4.039810e+34 -4.039810e+34                                                     
000017  6.350875e+07  1.404106e+06 -4.039810e+34 -4.039810e+34                                                     
000018  1.178959e+08  4.072863e+08 -4.039810e+34 -4.039810e+34                                                     
000019  1.348447e+08 -5.458496e+07 -4.039810e+34 -4.039810e+34                                                     
000020  1.164899e+08 -1.968603e+07 -4.039810e+34 -4.039810e+34                                                     
000021  7.654823e+08  3.438597e+08  1.000000e+00  2.131809e+07                                                     
000022  3.708780e+08  5.374819e+08 -4.039810e+34 -4.039810e+34                                                     
000023  6.011656e+07  7.755122e+06  1.000000e+00  2.751968e+06                                                     
000025  1.399252e+08  5.028900e+07 -4.039810e+34 -4.039810e+34                                                     
000026  1.629773e+08  1.234085e+08 -4.039810e+34 -4.039810e+34                                                     
000027  1.131110e+09  1.539587e+09 -4.039810e+34 -4.039810e+34                                                     
000028  1.204936e+08  9.100522e+08 -4.039810e+34 -4.039810e+34                                                     
000029  6.440498e+08  3.040127e+08 -4.039810e+34 -4.039810e+34                                                     
000030  8.882511e+08  6.595002e+08 -4.039810e+34 -4.039810e+34                                                     
000031  8.941296e+08  2.848329e+08 -4.039810e+34 -4.039810e+34                                                     
000032  1.312180e+08  5.270708e+07 -4.039810e+34 -4.039810e+34                                                     
000034  1.225682e+08  3.286727e+08 -4.039810e+34 -4.039810e+34                                                     
000035  1.796981e+08  2.424095e+08 -4.039810e+34 -4.039810e+34                                                     
...              ...           ...           ...           ...                                                     
603889  6.820970e+06  1.603828e+08 -4.039810e+34 -4.039810e+34                                                     
603898  2.413832e+06  2.107529e+08 -4.039810e+34 -4.039810e+34                                                     
603899  5.653920e+07  4.925784e+08 -4.039810e+34 -4.039810e+34                                                     
603900 -4.039810e+34  2.144446e+08 -4.039810e+34 -4.039810e+34                                                     
603901  6.581622e+06  8.803580e+07 -4.039810e+34 -4.039810e+34                                                     
603909  1.898310e+05  5.396724e+07 -4.039810e+34 -4.039810e+34                                                     
603918  5.747000e+06  3.381602e+07 -4.039810e+34 -4.039810e+34                                                     
603919 -4.039810e+34  2.090605e+08 -4.039810e+34 -4.039810e+34                                                     
603928 -4.039810e+34  1.115636e+08 -4.039810e+34 -4.039810e+34                                                     
603929 -4.039810e+34  7.947659e+07 -4.039810e+34 -4.039810e+34                                                     
603936  2.000000e+05  5.622046e+07 -4.039810e+34 -4.039810e+34                                                     
603939  7.600800e+07  2.100408e+08 -4.039810e+34 -4.039810e+34                                                     
603955 -4.039810e+34  6.541915e+07 -4.039810e+34 -4.039810e+34                                                     
603958  8.297000e+05  9.853183e+07  3.000000e+00  1.389280e+06                                                     
603959  1.974217e+06  8.938431e+07 -4.039810e+34 -4.039810e+34                                                     
603966 -4.039810e+34  6.442945e+07 -4.039810e+34 -4.039810e+34                                                     
603968  4.077678e+07  1.181551e+08 -4.039810e+34 -4.039810e+34                                                     
603969  3.383830e+07  1.305681e+08 -4.039810e+34 -4.039810e+34                                                     
603977 -4.039810e+34  1.145088e+08 -4.039810e+34 -4.039810e+34                                                     
603979  5.604840e+07  1.792680e+08 -4.039810e+34 -4.039810e+34                                                     
603986 -4.039810e+34  1.814127e+08 -4.039810e+34 -4.039810e+34                                                     
603987 -4.039810e+34  1.016679e+08 -4.039810e+34 -4.039810e+34                                                     
603988  1.693000e+05  3.177139e+07  1.000000e+00  1.170000e+05                                                     
603989 -4.039810e+34  2.780564e+08 -4.039810e+34 -4.039810e+34                                                     
603990 -4.039810e+34  5.574688e+07 -4.039810e+34 -4.039810e+34                                                     
603993  1.084705e+10  7.037434e+08 -4.039810e+34 -4.039810e+34                                                     
603996  3.500000e+05  8.817671e+07 -4.039810e+34 -4.039810e+34                                                     
603997  1.699990e+07  2.242684e+08 -4.039810e+34 -4.039810e+34                                                     
603998  6.733272e+07  7.479159e+07 -4.039810e+34 -4.039810e+34                                                     
603999 -4.039810e+34  1.010977e+08 -4.039810e+34 -4.039810e+34                                                     
                                                                                                                   
[3118 rows x 279 columns]

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@yutiansut
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gpcw20171231.zip,0370b2703a0e23b4f9d87587f4a844cf,49250
gpcw20170930.zip,780bc7c649cdce35567a44dc3700f4ce,2535402
gpcw20170630.zip,5fef91471e01ebf9b5d3628a87d1e73d,2739127
gpcw20170331.zip,a9bcebff37dd1d647f3159596bc2f312,2325626
gpcw20161231.zip,3fb3018c235f6c9d7a1448bdbe72281a,2749415
gpcw20160930.zip,8b629231ee9fad7e7c86f1e683cfb489,2262567
gpcw20160630.zip,f1fbeef0a9f1265f7293e61a1c052016,2422946
gpcw20160331.zip,e53fdbeb3f0cc3feed930652deae97bb,2028529
gpcw20151231.zip,ede67cc93d8375c7363c66c0a8449f82,2697568
gpcw20150930.zip,8a59498d845b3c573bcf0f608c1439d1,2040700
gpcw20150630.zip,bfd003eb549c781a74a247583b242057,2205804
gpcw20150331.zip,5dca659f36b9d44faaf0eb8da0fc6120,1913118
gpcw20141231.zip,3185fd839513964bdc9c380b3b246809,2626605
gpcw20140930.zip,8f5f171f018ed7d2ee4b4da68451de28,1855901
gpcw20140630.zip,268a8b938819223942bd0cb1fb372bda,1989233
gpcw20140331.zip,09e4ff74d509586969791c9a6e2e2722,1704587
gpcw20131231.zip,78a611190bf6cdb367592dc45d504ea5,2305457
gpcw20130930.zip,e2c9f1ce65e6a9dae4c7c8ca93b4cb0a,1718141
gpcw20130630.zip,6cfdb2dd1297859c638713a17d420d41,1870549
gpcw20130331.zip,8fa5e20852e3a4e0458bb93887551e89,1621352
gpcw20121231.zip,996c3a553f8349d1e334ede1738d1aa1,2088246
gpcw20120930.zip,120b871629e284be2dc9fef59b025bca,1689447
gpcw20120630.zip,b1ab19d824ab8ddc187ee500ec0fefb6,1824108
gpcw20120331.zip,3ee83b4b2bc5016b664afea993bb880a,1573614
gpcw20111231.zip,c4466cc28a87f2d37854bbc114001fe8,1947163
gpcw20110930.zip,12d638759e3a769cd82ed7401c931cb2,1582830
gpcw20110630.zip,567087aded8c3f7f8f0b26e1e9ca175a,1715825
gpcw20110331.zip,be4ba9a367da0d02c6e8dae5656a2cd5,1423437
gpcw20101231.zip,089b6d00d3abe8bc157b759992eddd50,1846206
gpcw20100930.zip,89f0683238cb51fe89fcc78d3bfc2e78,1403246
gpcw20100630.zip,8d3816187702ce66af3ac077f0aeb122,1496502
gpcw20100331.zip,c460a76eecaf28d7520b49a21e8af276,1198928
gpcw20091231.zip,964248b9eb22b9324bfbcb5d502eac78,1770408
gpcw20090930.zip,9316f36bf2e2e8b0551c533240fb165a,1157316
gpcw20090630.zip,7a9610afca33e8bf9f87f00ecc2969e2,1243397
gpcw20090331.zip,23dbc8aae126311b8159de2e5693120d,1018844
gpcw20081231.zip,950ae1beda669feab8468cdd0d652f25,1666585
gpcw20080930.zip,e2ff6214cddc574b2c539168e7da84e7,1064708
gpcw20080630.zip,00d37361ace868052229ff38dc970ee3,1152835
gpcw20080331.zip,fa1241f5fd1fefc22a050e2cc965ddc0,1009321
gpcw20071231.zip,4405c6f321f93deb29980f5c7cab8858,1482394
gpcw20070930.zip,b18d090fd0234a382ba73d30f11072d0,1013119
gpcw20070630.zip,31dfa350584ea2ff3e0a128e0aae6d00,1082990
gpcw20070331.zip,2d4cda8f67d5c84f262a8426d2297c31,918832
gpcw20061231.zip,e07a972a31c114054b70553fbe937ea9,1228449
gpcw20060930.zip,7ab160e59137a994427e4fc1b147bc91,1005626
gpcw20060630.zip,30d2b267d45b64958efbcb88fd2a16a3,1005613
gpcw20060331.zip,46831fb0d7d8d4ddf3d52176835b5405,906006
gpcw20051231.zip,f200bef4b1a91643471da6e47a9c4615,1122683
gpcw20050930.zip,c34e33fd9cae02e9fc9d8353bf151266,947357
gpcw20050630.zip,9ffd4fb8bb516bee65599a95f1146a74,948868
gpcw20050331.zip,3c95614696ae085c6c5371f0beeafcac,875715
gpcw20041231.zip,ba865efe5b10e9ee5fd2630c977c8ad5,1076263
gpcw20040930.zip,c6bf79e9964a7b8d49f9ccb1387d741b,933128
gpcw20040630.zip,39d34e7972b4b7b2c800bf989ae5a279,934336
gpcw20040331.zip,229def2ea68baf3dc656168559ce3497,832181
gpcw20031231.zip,4b57f61d228d886a58085531cf689cf6,998641
gpcw20030930.zip,6e7ca8dc7ab7774dbbe163874eecbefb,814054
gpcw20030630.zip,5b5ae00c6060a34b9075740a3175433a,814791
gpcw20030331.zip,efa4392026088557f01011cbfa093105,735871
gpcw20021231.zip,a7b481bec8af9b6ab45ef4bcf023d140,864807
gpcw20020930.zip,2cda09e4da3dbcdc56b531db9b53f815,536929
gpcw20020630.zip,8cdefd03d314209d30cb2a86e8cdcbb8,762128
gpcw20020331.zip,2b46dd33c9a0fb34b41bc2e5fc7b90fd,467914
gpcw20011231.zip,64344b9b9ed909361614ff2a4a76918b,818675
gpcw20010930.zip,093020158eea8b8b8f4105a94c599039,46969
gpcw20010630.zip,630281e616421705d0bb4478ecbcb664,692233
gpcw20010331.zip,a4900d83762dd2dd7f95171a310062f5,7405
gpcw20001231.zip,530e2cf0673f4b5521bce6adfe69530e,773697
gpcw20000930.zip,741349765e1409abbe89e5bce393676e,658
gpcw20000630.zip,b96b3892ae35aab29f4a6311486913d2,646543
gpcw19991231.zip,16a2ea997c6a4d2c1eec1ad98af814d5,717163
gpcw19990630.zip,d4405d5ac3b18c14f069aa94a66fe302,446209
gpcw19981231.zip,641ccaef01ab9a151cae7304da7dc9b6,644643
gpcw19980630.zip,53e0591d6fa6d98cf0aab75110bb28b0,388511
gpcw19971231.zip,316ce733f2a4f6b21c7865f94eee01c8,434680
gpcw19970630.zip,6eb5d8e5f43f7b19d756f0a2d91371f5,196525
gpcw19961231.zip,bfd59d42f9b6651861e84c483edb499b,363568
gpcw19960630.zip,18023e9f84565323874e8e1dbdfb2adb,122145

这个很重要 留存

@rainx
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rainx commented Feb 14, 2018

@yutiansut @yssource @datochan 因为我看到官方的文档有更新，然后对照了一下字段数量，感觉多了一些，对照了具体代码 header 里面的一个字段，感觉有点像字节长度么，然后除以 sizeof(float) , 得出来的字段数，我不确定是否准确，但是感觉是差不多的，不过我看官方文档只更新到 276 个，不知道后面的2个是否有实际的用途

@yutiansut
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@rainx 而且有重复的

@yssource
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对照中文字段说明和实际数值, 感觉那些重复的数值不太对. 比如 col256 ~ col263

@rainx
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rainx commented Feb 14, 2018

这个 float -4.03981033463327e+34 对应二进制 f8f8 f8f8, 感觉是它这里设定的一个特殊的数值，代表这个字段没有对应值的感觉..

In [3]: struct.pack("f", -4.03981033463327e+34)
Out[3]: b'\xf8\xf8\xf8\xf8'

另外，我把代码更新到主干了 ,并提交了1.65版本

文档简单写了一下

https://rainx.gitbooks.io/pytdx/content/pytdx_crawler.html

@yutiansut
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yutiansut commented Feb 14, 2018 •
edited
Loading

我建议是 有一种直接 request.get()然后就直接parse 不用先下载到本地 @rainx

@yutiansut
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直接下载到本地版本 @yssource @datochan @rainx

import requests
from pytdx.reader.history_financial_reader import HistoryFinancialReader
from pytdx.crawler.history_financial_crawler import HistoryFinancialCrawler, HistoryFinancialListCrawler
"""
参见PYTDX 1.65
"""

FINANCIAL_URL = 'http://down.tdx.com.cn:8001/fin/gpcw.txt'


def get_filename():
    """
    get_filename
    """
    return [l[0] for l in [line.strip().split(",") for line in requests.get(FINANCIAL_URL).text.strip().split('\n')]]


def download():
    result = get_filename()
    for item in result:
        r = requests.get('http://down.tdx.com.cn:8001/fin/{}'.format(item))
        with open(item, "wb") as code:
            code.write(r.content)

@datochan
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@rainx @yssource @yutiansut
财报会一直更新的，哪怕是90年代的财报也在不停更新的。
我的程序是每次都通过http://down.tdx.com.cn:8001/fin/gpcw.txt这个列表检查文件hash是否有变化，有变化就更新到本地。

我上面贴的是我2016年的笔记，里面的字段比较久，少一些都正常的。

@rainx
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rainx commented Feb 22, 2018

@yutiansut @datochan 春节没碰电脑，刚看到，

的确，主要是考虑到更新的问题，本地可以维护一个历史信息的列表，所以才进行下载，如果不加下载参数，我默认使用临时文件的形式来维护的

@datochan
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@rainx 我是本地维护zip文件，代码直接操作zip文件查询财务数据。每次要更新财务数据的时候，就对这些zip文件计算下md5的hash值，与 http://down.tdx.com.cn:8001/fin/gpcw.txt 列表中文件的hash对比，有变化就更新，没变化就不更新。不需要临时文件或者加什么参数的。

@rainx
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rainx commented Feb 22, 2018

嗯，这样更新比较好，可以减少下载次数

@2496206029
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导出的数据很多是科学计算法，能否导出是普通的数字？

@2496206029
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导出的数据很多是科学计算法，能否导出是普通的数字？比如有很多数据不知道是不是重复还是什么问题，数据都是-4.03981033463327e+30

@gzadigo
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gzadigo commented Jan 25, 2019

现在已经有284列了，持续扩张中，是不是现有的数据含义保持不变？否则用起来也很痛苦的

@yutiansut
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已经自动扩展了 @gzadigo

@gzadigo
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gzadigo commented Feb 11, 2019

研究了下通达信财务数据，有个问题，那些没有的数据，他默认填了0，但是也有真实情况下就是0的情况吧，这个容易混淆，不过关系应该不大。有一个比较麻烦的是，他有些数据的单位是万元，有的是元，这个就不好处理了，也不知道他会不会变化

@yutiansut
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没有数据 是一个很大的负数吧

@testttt0
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这个数据源好像停更了

@yutiansut
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@testttt0 是的 通达信的软件上2018年年报也没 不过确实部分公司年报没出完

@chinobing
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@yutiansut 财务数据的文件包好像好几个月都没有更新了， 知道啥情况不？

@chinobing
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年度报告最迟4月份要出，估计要等到4月底

@godietion
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期待更新中...

@datochan
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年度报告最迟4月份要出，估计要等到4月底

4月底也不会出的，官网针对性的升级了。不允许这样使用财报数据了，大家再想别的办法吧~

@asdfzxh8
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我通过 @JaysonAlbert 的 rq-data 也拿到了 ricequant 的 历史财务数据. 现在 如果能通过像 @datochan 这样拿到 tdx 的财务数据, 那太开心了.

不存在，数据无影响

@wisfern
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wisfern commented May 5, 2019

我也发现财务数据不再更新了。

@tfangz888
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打开通达信金融终端，可以看到最新的文件为20180930。这说明通达信官方并没有新的文件产生。至于为何2019年的没有产生，就不清楚了。

@datochan datochan mentioned this issue Sep 2, 2019
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