75 PF601 20250808 6410.0 6424.0 ... 6344.52 6406.0 6416.0 PF
76 PF602 20250808 6436.0 6436.0 ... 6.43 6434.0 6444.0 PF
77 PF603 20250808 0.0 0.0 ... 0.00 6426.0 6446.0 PF
78 PF604 20250808 6456.0 6456.0 ... 3.23 6456.0 6464.0 PF
79 PF605 20250808 6462.0 6462.0 ... 6.46 6462.0 6480.0 PF
80 PF606 20250808 0.0 0.0 ... 0.00 6474.0 6478.0 PF
81 PF607 20250808 0.0 0.0 ... 0.00 6488.0 6488.0 PF
82 PK510 20250808 8126.0 8130.0 ... 136665.11 8104.0 8118.0 PK
83 PK511 20250808 7996.0 7996.0 ... 95126.93 7964.0 7986.0 PK
84 PK512 20250808 7982.0 7982.0 ... 24738.54 7952.0 7976.0 PK
85 PK601 20250808 7978.0 7986.0 ... 8596.69 7964.0 7972.0 PK
86 PK603 20250808 7974.0 7974.0 ... 119.45 7964.0 7982.0 PK
87 PK604 20250808 7966.0 7972.0 ... 75.68 7966.0 7980.0 PK
88 PK605 20250808 7984.0 7984.0 ... 1429.92 7966.0 7980.0 PK
89 PL601 20250808 6462.0 6496.0 ... 15337.96 6461.0 6488.0 PL
90 PL602 20250808 6501.0 6509.0 ... 637.18 6502.0 6539.0 PL
91 PL603 20250808 6456.0 6464.0 ... 348.81 6459.0 6494.0 PL
92 PL604 20250808 0.0 0.0 ... 0.00 6476.0 6476.0 PL
93 PL605 20250808 6376.0 6376.0 ... 76.33 6361.0 6376.0 PL
94 PL606 20250808 0.0 0.0 ... 0.00 6487.0 6487.0 PL
95 PL607 20250808 0.0 0.0 ... 0.00 6477.0 6477.0 PL
96 PM509 20250808 0.0 0.0 ... 0.00 3122.0 3122.0 PM
97 PM511 20250808 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250808 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250808 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250808 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250808 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PR508 20250808 0.0 0.0 ... 0.00 5896.0 5896.0 PR
103 PR509 20250808 5872.0 5882.0 ... 40344.31 5866.0 5892.0 PR
104 PR510 20250808 5918.0 5930.0 ... 152600.07 5910.0 5930.0 PR
105 PR511 20250808 5908.0 5936.0 ... 189199.92 5914.0 5928.0 PR
106 PR512 20250808 5920.0 5938.0 ... 95016.23 5920.0 5942.0 PR
107 PR601 20250808 5936.0 5942.0 ... 1556.27 5930.0 5944.0 PR
108 PR602 20250808 0.0 0.0 ... 0.00 5954.0 5966.0 PR
109 PR603 20250808 0.0 0.0 ... 0.00 5960.0 5966.0 PR
110 PR604 20250808 0.0 0.0 ... 0.00 5968.0 5968.0 PR
111 PR605 20250808 0.0 0.0 ... 0.00 5976.0 5978.0 PR
112 PR606 20250808 5952.0 5964.0 ... 35.75 5958.0 5968.0 PR
113 PR607 20250808 5960.0 5960.0 ... 35.76 5960.0 5996.0 PR
114 PX508 20250808 0.0 0.0 ... 0.00 6748.0 6788.0 PX
115 PX509 20250808 6758.0 6774.0 ... 217842.13 6748.0 6788.0 PX
116 PX510 20250808 6738.0 6752.0 ... 122856.56 6720.0 6758.0 PX
117 PX511 20250808 6722.0 6732.0 ... 214762.17 6708.0 6740.0 PX
118 PX512 20250808 6724.0 6730.0 ... 56250.76 6706.0 6738.0 PX
119 PX601 20250808 6712.0 6714.0 ... 58799.95 6692.0 6728.0 PX
120 PX602 20250808 6698.0 6698.0 ... 13.38 6688.0 6712.0 PX
121 PX603 20250808 0.0 0.0 ... 0.00 6684.0 6706.0 PX
122 PX604 20250808 6690.0 6690.0 ... 3.35 6690.0 6712.0 PX
123 PX605 20250808 6706.0 6706.0 ... 26.73 6684.0 6712.0 PX
124 PX606 20250808 0.0 0.0 ... 0.00 6688.0 6714.0 PX
125 PX607 20250808 0.0 0.0 ... 0.00 6698.0 6714.0 PX
126 RI509 20250808 0.0 0.0 ... 0.00 2479.0 2479.0 RI
127 RI511 20250808 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250808 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250808 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250808 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250808 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RM508 20250808 0.0 0.0 ... 0.00 2753.0 2738.0 RM
133 RM509 20250808 2741.0 2781.0 ... 1042438.14 2763.0 2723.0 RM
134 RM511 20250808 2583.0 2606.0 ... 13275.83 2588.0 2567.0 RM
135 RM601 20250808 2468.0 2508.0 ... 592690.30 2486.0 2454.0 RM
136 RM603 20250808 2432.0 2456.0 ... 15811.15 2443.0 2424.0 RM
137 RM605 20250808 2404.0 2419.0 ... 56496.91 2409.0 2397.0 RM
138 RM607 20250808 2387.0 2394.0 ... 4129.18 2388.0 2378.0 RM
139 RS508 20250808 0.0 0.0 ... 0.00 4978.0 5003.0 RS
140 RS509 20250808 5012.0 5074.0 ... 146.14 5039.0 5064.0 RS
141 RS511 20250808 5181.0 5181.0 ... 5.18 5181.0 5243.0 RS
142 RS607 20250808 0.0 0.0 ... 0.00 5596.0 5596.0 RS
143 SA508 20250808 1270.0 1270.0 ... 1129.92 1270.0 1270.0 SA
144 SA509 20250808 1267.0 1270.0 ... 976360.83 1248.0 1272.0 SA
145 SA510 20250808 1296.0 1296.0 ... 222168.34 1273.0 1299.0 SA
146 SA511 20250808 1303.0 1303.0 ... 277462.95 1282.0 1306.0 SA
147 SA512 20250808 1354.0 1354.0 ... 78109.51 1329.0 1352.0 SA
148 SA601 20250808 1357.0 1359.0 ... 3794339.99 1336.0 1360.0 SA
149 SA602 20250808 1369.0 1369.0 ... 3757.22 1347.0 1369.0 SA
150 SA603 20250808 1371.0 1371.0 ... 3827.53 1351.0 1373.0 SA
151 SA604 20250808 1409.0 1409.0 ... 1689.33 1389.0 1411.0 SA
152 SA605 20250808 1413.0 1413.0 ... 94023.88 1393.0 1415.0 SA
153 SA606 20250808 1407.0 1409.0 ... 1175.85 1396.0 1417.0 SA
154 SA607 20250808 1404.0 1406.0 ... 1317.35 1393.0 1416.0 SA
155 SF508 20250808 5754.0 5780.0 ... 187.17 5760.0 5852.0 SF
156 SF509 20250808 5826.0 5836.0 ... 650952.44 5764.0 5854.0 SF
157 SF510 20250808 5802.0 5822.0 ... 185752.08 5752.0 5832.0 SF
158 SF511 20250808 6018.0 6018.0 ... 403579.06 5962.0 6024.0 SF
159 SF512 20250808 5996.0 6016.0 ... 64415.17 5958.0 6020.0 SF
160 SF601 20250808 5998.0 6000.0 ... 124433.15 5952.0 6012.0 SF
161 SF602 20250808 5920.0 5940.0 ... 360.44 5910.0 5958.0 SF
162 SF603 20250808 6054.0 6084.0 ... 163.58 6060.0 6100.0 SF
163 SF604 20250808 6064.0 6064.0 ... 48.34 6044.0 6090.0 SF
164 SF605 20250808 6056.0 6082.0 ... 1491.64 6040.0 6080.0 SF
165 SF606 20250808 6074.0 6074.0 ... 188.14 5974.0 6022.0 SF
166 SF607 20250808 6200.0 6200.0 ... 121.95 6098.0 6136.0 SF
167 SH508 20250808 0.0 0.0 ... 0.00 2303.0 2310.0 SH
168 SH509 20250808 2421.0 2462.0 ... 1176112.44 2437.0 2444.0 SH
169 SH510 20250808 2515.0 2541.0 ... 242094.91 2525.0 2537.0 SH
170 SH511 20250808 2525.0 2541.0 ... 296288.65 2527.0 2544.0 SH
171 SH512 20250808 2553.0 2559.0 ... 84979.22 2548.0 2574.0 SH
172 SH601 20250808 2548.0 2550.0 ... 423499.60 2535.0 2564.0 SH
173 SH602 20250808 2577.0 2577.0 ... 1453.94 2564.0 2595.0 SH
174 SH603 20250808 2593.0 2596.0 ... 874.53 2580.0 2611.0 SH
175 SH604 20250808 2632.0 2635.0 ... 292.24 2633.0 2659.0 SH
176 SH605 20250808 2655.0 2661.0 ... 6873.59 2643.0 2667.0 SH
177 SH606 20250808 2678.0 2678.0 ... 383.12 2661.0 2685.0 SH
178 SH607 20250808 2657.0 2657.0 ... 47.74 2652.0 2676.0 SH
179 SM508 20250808 6030.0 6064.0 ... 60.50 6050.0 6062.0 SM
180 SM509 20250808 6050.0 6086.0 ... 812884.09 6034.0 6064.0 SM
181 SM510 20250808 6072.0 6086.0 ... 104230.83 6028.0 6066.0 SM
182 SM511 20250808 6138.0 6154.0 ... 167535.77 6106.0 6148.0 SM
183 SM512 20250808 6154.0 6164.0 ... 33992.87 6130.0 6164.0 SM
184 SM601 20250808 6158.0 6172.0 ... 278407.62 6128.0 6160.0 SM
185 SM602 20250808 6166.0 6166.0 ... 140.83 6124.0 6160.0 SM
186 SM603 20250808 6108.0 6178.0 ... 73.55 6130.0 6166.0 SM
187 SM604 20250808 6126.0 6180.0 ... 85.57 6112.0 6176.0 SM
188 SM605 20250808 6170.0 6208.0 ... 5980.42 6166.0 6194.0 SM
189 SM606 20250808 6156.0 6190.0 ... 43.07 6152.0 6200.0 SM
190 SM607 20250808 6170.0 6194.0 ... 43.21 6172.0 6184.0 SM
191 SR509 20250808 5680.0 5709.0 ... 573663.00 5686.0 5675.0 SR
192 SR511 20250808 5614.0 5625.0 ... 102332.47 5594.0 5622.0 SR
193 SR601 20250808 5602.0 5603.0 ... 1059356.81 5576.0 5608.0 SR
194 SR603 20250808 5571.0 5573.0 ... 6417.86 5552.0 5580.0 SR
195 SR605 20250808 5550.0 5559.0 ... 32219.29 5531.0 5558.0 SR
196 SR607 20250808 5546.0 5549.0 ... 1836.29 5531.0 5556.0 SR
197 TA508 20250808 4670.0 4692.0 ... 3874.10 4676.0 4676.0 TA
198 TA509 20250808 4684.0 4702.0 ... 814135.54 4688.0 4708.0 TA
199 TA510 20250808 4686.0 4722.0 ... 61468.64 4706.0 4726.0 TA
200 TA511 20250808 4710.0 4728.0 ... 60953.77 4714.0 4730.0 TA
201 TA512 20250808 4724.0 4732.0 ... 29426.61 4718.0 4732.0 TA
202 TA601 20250808 4718.0 4734.0 ... 484330.84 4716.0 4738.0 TA
203 TA602 20250808 4724.0 4726.0 ... 63.65 4716.0 4736.0 TA
204 TA603 20250808 4726.0 4734.0 ... 26.02 4730.0 4748.0 TA
205 TA604 20250808 4746.0 4746.0 ... 7.12 4746.0 4756.0 TA
206 TA605 20250808 4758.0 4768.0 ... 11209.05 4754.0 4774.0 TA
207 TA606 20250808 0.0 0.0 ... 0.00 4762.0 4784.0 TA
208 TA607 20250808 0.0 0.0 ... 0.00 4772.0 4796.0 TA
209 UR508 20250808 0.0 0.0 ... 170.00 1723.0 1734.0 UR
210 UR509 20250808 1738.0 1748.0 ... 279280.64 1739.0 1743.0 UR
211 UR510 20250808 1741.0 1744.0 ... 12904.27 1736.0 1740.0 UR
212 UR511 20250808 1763.0 1767.0 ... 19940.39 1760.0 1765.0 UR
213 UR512 20250808 1758.0 1764.0 ... 502.69 1758.0 1760.0 UR
214 UR601 20250808 1756.0 1765.0 ... 137112.92 1757.0 1759.0 UR
215 UR602 20250808 1754.0 1762.0 ... 329.54 1753.0 1755.0 UR
216 UR603 20250808 1785.0 1791.0 ... 89.33 1787.0 1790.0 UR
217 UR604 20250808 1789.0 1794.0 ... 128.98 1791.0 1802.0 UR
218 UR605 20250808 1792.0 1799.0 ... 5322.94 1791.0 1795.0 UR
219 UR606 20250808 1785.0 1792.0 ... 57.06 1783.0 1789.0 UR
220 UR607 20250808 1793.0 1794.0 ... 17.90 1790.0 1794.0 UR
221 WH509 20250808 0.0 0.0 ... 0.00 3198.0 3198.0 WH
222 WH511 20250808 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250808 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250808 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250808 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250808 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 ZC509 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC510 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250808 0.0 0.0 ... 0.00 801.4 801.4 ZC
[239 rows x 12 columns]
2025-08-12 18:26:10,875 - future_1d - INFO - ak.get_czce_daily('2025-08-08') done
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1036, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 567, in get_dce_daily
data_df = pd.read_excel(BytesIO(r.content), header=1)
File "/usr/local/lib/python3.10/site-packages/pandas/io/excel/_base.py", line 495, in read_excel
io = ExcelFile(
File "/usr/local/lib/python3.10/site-packages/pandas/io/excel/_base.py", line 1554, in __init__
raise ValueError(
ValueError: Excel file format cannot be determined, you must specify an engine manually.
An error occurred: Excel file format cannot be determined, you must specify an engine manually.
2025-08-12 18:26:10,977 - future_1d - INFO - ak.get_dce_daily('2025-08-08') failed
index symbol date ... settle pre_settle variety
0 0 CU2508 20250808 ... 78420 78380 CU
1 1 CU2509 20250808 ... 78440 78380 CU
2 2 CU2510 20250808 ... 78430 78380 CU
3 3 CU2511 20250808 ... 78410 78350 CU
4 4 CU2512 20250808 ... 78380 78320 CU
5 5 CU2601 20250808 ... 78340 78290 CU
6 6 CU2602 20250808 ... 78310 78270 CU
7 7 CU2603 20250808 ... 78260 78300 CU
8 8 CU2604 20250808 ... 78330 78290 CU
9 9 CU2605 20250808 ... 78350 78280 CU
10 10 CU2606 20250808 ... 78370 78230 CU
11 11 CU2607 20250808 ... 78370 78260 CU
12 12 BC2508 20250808 ... 69300 69270 BC
13 13 BC2509 20250808 ... 69610 69540 BC
14 14 BC2510 20250808 ... 69690 69600 BC
15 15 BC2511 20250808 ... 69590 69290 BC
16 16 BC2512 20250808 ... 69720 69460 BC
17 17 BC2601 20250808 ... 70020 70020 BC
18 18 BC2602 20250808 ... 70000 70000 BC
19 19 BC2603 20250808 ... 70000 70000 BC
20 20 BC2604 20250808 ... 70000 70000 BC
21 21 BC2605 20250808 ... 70000 70000 BC
22 22 BC2606 20250808 ... 69340 69340 BC
23 23 BC2607 20250808 ... 68670 68670 BC
24 24 AL2508 20250808 ... 20680 20775 AL
25 25 AL2509 20250808 ... 20670 20765 AL
26 26 AL2510 20250808 ... 20635 20725 AL
27 27 AL2511 20250808 ... 20585 20670 AL
28 28 AL2512 20250808 ... 20540 20630 AL
29 29 AL2601 20250808 ... 20505 20590 AL
30 30 AL2602 20250808 ... 20505 20590 AL
31 31 AL2603 20250808 ... 20520 20605 AL
32 32 AL2604 20250808 ... 20545 20630 AL
33 33 AL2605 20250808 ... 20560 20640 AL
34 34 AL2606 20250808 ... 20575 20660 AL
35 35 AL2607 20250808 ... 20580 20670 AL
36 36 ZN2508 20250808 ... 22485 22505 ZN
37 37 ZN2509 20250808 ... 22505 22530 ZN
38 38 ZN2510 20250808 ... 22520 22540 ZN
39 39 ZN2511 20250808 ... 22520 22540 ZN
40 40 ZN2512 20250808 ... 22500 22545 ZN
41 41 ZN2601 20250808 ... 22475 22505 ZN
42 42 ZN2602 20250808 ... 22460 22495 ZN
43 43 ZN2603 20250808 ... 22475 22525 ZN
44 44 ZN2604 20250808 ... 22455 22530 ZN
45 45 ZN2605 20250808 ... 22460 22515 ZN
46 46 ZN2606 20250808 ... 22445 22495 ZN
47 47 ZN2607 20250808 ... 22480 22505 ZN
48 48 PB2508 20250808 ... 16795 16810 PB
49 49 PB2509 20250808 ... 16865 16860 PB
50 50 PB2510 20250808 ... 16875 16875 PB
51 51 PB2511 20250808 ... 16900 16910 PB
52 52 PB2512 20250808 ... 16925 16930 PB
53 53 PB2601 20250808 ... 16935 16935 PB
54 54 PB2602 20250808 ... 16970 16970 PB
55 55 PB2603 20250808 ... 17005 17010 PB
56 56 PB2604 20250808 ... 17030 17030 PB
57 57 PB2605 20250808 ... 17025 17040 PB
58 58 PB2606 20250808 ... 17020 17065 PB
59 59 PB2607 20250808 ... 17060 17060 PB
60 60 NI2508 20250808 ... 120970 121100 NI
61 61 NI2509 20250808 ... 121160 121350 NI
62 62 NI2510 20250808 ... 121280 121480 NI
63 63 NI2511 20250808 ... 121450 121640 NI
64 64 NI2512 20250808 ... 121670 121850 NI
65 65 NI2601 20250808 ... 121950 122110 NI
66 66 NI2602 20250808 ... 121950 122680 NI
67 67 NI2603 20250808 ... 122270 122660 NI
68 68 NI2604 20250808 ... 123010 122660 NI
69 69 NI2605 20250808 ... 122980 123230 NI
70 70 NI2606 20250808 ... 123050 123650 NI
71 71 NI2607 20250808 ... 123270 123550 NI
72 72 SN2508 20250808 ... 267630 267040 SN
73 73 SN2509 20250808 ... 268140 267530 SN
74 74 SN2510 20250808 ... 268370 267850 SN
75 75 SN2511 20250808 ... 268360 267850 SN
76 76 SN2512 20250808 ... 268290 267740 SN
77 77 SN2601 20250808 ... 268500 268160 SN
78 78 SN2602 20250808 ... 268430 267920 SN
79 79 SN2603 20250808 ... 268710 268070 SN
80 80 SN2604 20250808 ... 268920 268810 SN
81 81 SN2605 20250808 ... 269110 268850 SN
82 82 SN2606 20250808 ... 269300 269300 SN
83 83 SN2607 20250808 ... 269050 268580 SN
84 84 AO2508 20250808 ... 3161 3251 AO
85 85 AO2509 20250808 ... 3172 3244 AO
86 86 AO2510 20250808 ... 3177 3242 AO
87 87 AO2511 20250808 ... 3188 3245 AO
88 88 AO2512 20250808 ... 3196 3252 AO
89 89 AO2601 20250808 ... 3206 3265 AO
90 90 AO2602 20250808 ... 3206 3262 AO
91 91 AO2603 20250808 ... 3211 3258 AO
92 92 AO2604 20250808 ... 3209 3282 AO
93 93 AO2605 20250808 ... 3211 3261 AO
94 94 AO2606 20250808 ... 3210 3266 AO
95 95 AO2607 20250808 ... 3212 3263 AO
96 96 AD2511 20250808 ... 20065 20160 AD
97 97 AD2512 20250808 ... 20060 20170 AD
98 98 AD2601 20250808 ... 20035 20140 AD
99 99 AD2602 20250808 ... 19955 19855 AD
100 100 AD2603 20250808 ... 19940 19885 AD
101 101 AD2604 20250808 ... 19865 19710 AD
102 102 AD2605 20250808 ... 19785 19885 AD
103 103 AD2606 20250808 ... 19750 19870 AD
104 104 AD2607 20250808 ... 19830 19830 AD
105 105 AU2508 20250808 ... 783.82 781.6 AU
106 106 AU2509 20250808 ... 784.38 782.4 AU
107 107 AU2510 20250808 ... 785.82 783.38 AU
108 108 AU2512 20250808 ... 788.16 785.56 AU
109 109 AU2602 20250808 ... 790.16 787.66 AU
110 110 AU2604 20250808 ... 792.32 789.84 AU
111 111 AU2606 20250808 ... 794.54 792.04 AU
112 112 AU2608 20250808 ... 796.92 794.3 AU
113 113 AG2508 20250808 ... 9254 9184 AG
114 114 AG2509 20250808 ... 9265 9190 AG
115 115 AG2510 20250808 ... 9277 9201 AG
116 116 AG2511 20250808 ... 9290 9212 AG
117 117 AG2512 20250808 ... 9299 9227 AG
118 118 AG2601 20250808 ... 9313 9237 AG
119 119 AG2602 20250808 ... 9324 9248 AG
120 120 AG2603 20250808 ... 9338 9268 AG
121 121 AG2604 20250808 ... 9352 9275 AG
122 122 AG2605 20250808 ... 9362 9291 AG
123 123 AG2606 20250808 ... 9376 9307 AG
124 124 AG2607 20250808 ... 9386 9323 AG
125 125 RB2508 20250808 ... 3179 3202 RB
126 126 RB2509 20250808 ... 3184 3201 RB
127 127 RB2510 20250808 ... 3215 3236 RB
128 128 RB2511 20250808 ... 3229 3251 RB
129 129 RB2512 20250808 ... 3273 3288 RB
130 130 RB2601 20250808 ... 3283 3309 RB
131 131 RB2602 20250808 ... 3292 3301 RB
132 132 RB2603 20250808 ... 3294 3316 RB
133 133 RB2604 20250808 ... 3306 3330 RB
134 134 RB2605 20250808 ... 3313 3331 RB
135 135 RB2606 20250808 ... 3322 3343 RB
136 136 RB2607 20250808 ... 3328 3350 RB
137 137 WR2508 20250808 ... 3212 3212 WR
138 138 WR2509 20250808 ... 3342 3342 WR
139 139 WR2510 20250808 ... 3447 3461 WR
140 140 WR2511 20250808 ... 3467 3490 WR
141 141 WR2512 20250808 ... 3499 3499 WR
142 142 WR2601 20250808 ... 3436 3473 WR
143 143 WR2602 20250808 ... 3523 3523 WR
144 144 WR2603 20250808 ... 3550 3609 WR
145 145 WR2604 20250808 ... 3550 3560 WR
146 146 WR2605 20250808 ... 3478 3478 WR
147 147 WR2606 20250808 ... 3599 3599 WR
148 148 WR2607 20250808 ... 3634 3635 WR
149 149 HC2508 20250808 ... 3436 3436 HC
150 150 HC2509 20250808 ... 3437 3459 HC
151 151 HC2510 20250808 ... 3421 3447 HC
152 152 HC2511 20250808 ... 3419 3449 HC
153 153 HC2512 20250808 ... 3422 3445 HC
154 154 HC2601 20250808 ... 3420 3449 HC
155 155 HC2602 20250808 ... 3416 3444 HC
156 156 HC2603 20250808 ... 3420 3451 HC
157 157 HC2604 20250808 ... 3432 3451 HC
158 158 HC2605 20250808 ... 3428 3452 HC
159 159 HC2606 20250808 ... 3438 3462 HC
160 160 HC2607 20250808 ... 3442 3461 HC
161 161 SS2508 20250808 ... 12985 12965 SS
162 162 SS2509 20250808 ... 12985 12960 SS
163 163 SS2510 20250808 ... 13045 13010 SS
164 164 SS2511 20250808 ... 13075 13045 SS
165 165 SS2512 20250808 ... 13100 13070 SS
166 166 SS2601 20250808 ... 13155 13110 SS
167 167 SS2602 20250808 ... 13210 13160 SS
168 168 SS2603 20250808 ... 13255 13225 SS
169 169 SS2604 20250808 ... 13270 13275 SS
170 170 SS2605 20250808 ... 13330 13275 SS
171 171 SS2606 20250808 ... 13355 13310 SS
172 172 SS2607 20250808 ... 13370 13355 SS
173 173 SC2509 20250808 ... 496.4 504.3 SC
174 174 SC2510 20250808 ... 493 499.9 SC
175 175 SC2511 20250808 ... 488 495.2 SC
176 176 SC2512 20250808 ... 483.5 490.8 SC
177 177 SC2601 20250808 ... 481.4 487.5 SC
178 178 SC2602 20250808 ... 478.9 483.3 SC
179 179 SC2603 20250808 ... 476.1 480.4 SC
180 180 SC2604 20250808 ... 474.9 478.2 SC
181 181 SC2605 20250808 ... 473.3 476.2 SC
182 182 SC2606 20250808 ... 472.6 475.3 SC
183 183 SC2607 20250808 ... 472.5 477.4 SC
184 184 SC2608 20250808 ... 468.6 476.4 SC
185 185 SC2609 20250808 ... 468.7 468 SC
186 186 SC2612 20250808 ... 465.3 466.9 SC
187 187 SC2703 20250808 ... 465.9 464.7 SC
188 188 SC2706 20250808 ... 462.5 464.3 SC
189 189 SC2709 20250808 ... 462.1 460.4 SC
190 190 SC2712 20250808 ... 464 464 SC
191 191 SC2803 20250808 ... 460 460.5 SC
192 192 SC2806 20250808 ... 453.6 454 SC
193 193 LU2509 20250808 ... 3477 3520 LU
194 194 LU2510 20250808 ... 3495 3545 LU
195 195 LU2511 20250808 ... 3488 3535 LU
196 196 LU2512 20250808 ... 3472 3506 LU
197 197 LU2601 20250808 ... 3441 3481 LU
198 198 LU2602 20250808 ... 3407 3454 LU
199 199 LU2603 20250808 ... 3408 3439 LU
200 200 LU2604 20250808 ... 3395 3427 LU
201 201 LU2605 20250808 ... 3400 3416 LU
202 202 LU2606 20250808 ... 3395 3412 LU
203 203 LU2607 20250808 ... 3387 3417 LU
204 204 LU2608 20250808 ... 3378 3402 LU
205 205 FU2509 20250808 ... 2799 2833 FU
206 206 FU2510 20250808 ... 2810 2846 FU
207 207 FU2511 20250808 ... 2820 2856 FU
208 208 FU2512 20250808 ... 2820 2851 FU
209 209 FU2601 20250808 ... 2815 2847 FU
210 210 FU2602 20250808 ... 2801 2837 FU
211 211 FU2603 20250808 ... 2793 2828 FU
212 212 FU2604 20250808 ... 2787 2822 FU
213 213 FU2605 20250808 ... 2777 2809 FU
214 214 FU2606 20250808 ... 2765 2801 FU
215 215 FU2607 20250808 ... 2744 2786 FU
216 216 FU2608 20250808 ... 2731 2774 FU
217 217 BU2508 20250808 ... 3538 3559 BU
218 218 BU2509 20250808 ... 3526 3556 BU
219 219 BU2510 20250808 ... 3499 3534 BU
220 220 BU2511 20250808 ... 3463 3498 BU
221 221 BU2512 20250808 ... 3410 3441 BU
222 222 BU2601 20250808 ... 3376 3408 BU
223 223 BU2602 20250808 ... 3370 3395 BU
224 224 BU2603 20250808 ... 3364 3385 BU
225 225 BU2604 20250808 ... 3343 3377 BU
226 226 BU2605 20250808 ... 3348 3366 BU
227 227 BU2606 20250808 ... 3352 3367 BU
228 228 BU2607 20250808 ... 3345 3380 BU
229 229 BU2609 20250808 ... 3336 3367 BU
230 230 BU2612 20250808 ... 3297 3327 BU
231 231 BU2703 20250808 ... 3299 3320 BU
232 232 BU2706 20250808 ... 3304 3339 BU
233 233 BR2508 20250808 ... 11550 11465 BR
234 234 BR2509 20250808 ... 11500 11505 BR
235 235 BR2510 20250808 ... 11485 11500 BR
236 236 BR2511 20250808 ... 11515 11530 BR
237 237 BR2512 20250808 ... 11545 11565 BR
238 238 BR2601 20250808 ... 11590 11605 BR
239 239 BR2602 20250808 ... 11575 11575 BR
240 240 BR2603 20250808 ... 11620 11595 BR
241 241 BR2604 20250808 ... 11645 11700 BR
242 242 BR2605 20250808 ... 11705 11715 BR
243 243 BR2606 20250808 ... 11730 11695 BR
244 244 BR2607 20250808 ... 11800 11765 BR
245 245 RU2508 20250808 ... 14560 14365 RU
246 246 RU2509 20250808 ... 14535 14475 RU
247 247 RU2510 20250808 ... 14560 14505 RU
248 248 RU2511 20250808 ... 14575 14530 RU
249 249 RU2601 20250808 ... 15500 15445 RU
250 250 RU2603 20250808 ... 15555 15485 RU
251 251 RU2604 20250808 ... 15590 15555 RU
252 252 RU2605 20250808 ... 15615 15565 RU
253 253 RU2606 20250808 ... 15615 15660 RU
254 254 RU2607 20250808 ... 15640 15595 RU
255 255 NR2508 20250808 ... 12295 12215 NR
256 256 NR2509 20250808 ... 12345 12290 NR
257 257 NR2510 20250808 ... 12405 12350 NR
258 258 NR2511 20250808 ... 12445 12395 NR
259 259 NR2512 20250808 ... 12460 12410 NR
260 260 NR2601 20250808 ... 12515 12450 NR
261 261 NR2602 20250808 ... 12535 12475 NR
262 262 NR2603 20250808 ... 12605 12545 NR
263 263 NR2604 20250808 ... 12615 12495 NR
264 264 NR2605 20250808 ... 12660 12535 NR
265 265 NR2606 20250808 ... 12745 12585 NR
266 266 NR2607 20250808 ... 12755 12650 NR
267 267 SP2508 20250808 ... 5120 5132 SP
268 268 SP2509 20250808 ... 5182 5174 SP
269 269 SP2510 20250808 ... 5200 5192 SP
270 270 SP2511 20250808 ... 5204 5194 SP
271 271 SP2512 20250808 ... 5208 5198 SP
272 272 SP2601 20250808 ... 5446 5428 SP
273 273 SP2602 20250808 ... 5418 5402 SP
274 274 SP2603 20250808 ... 5418 5408 SP
275 275 SP2604 20250808 ... 5430 5396 SP
276 276 SP2605 20250808 ... 5422 5406 SP
277 277 SP2606 20250808 ... 5426 5416 SP
278 278 SP2607 20250808 ... 5420 5406 SP
279 279 EC2508 20250808 ... 2072.5 2072.4 EC
280 280 EC2510 20250808 ... 1448 1417 EC
281 281 EC2512 20250808 ... 1768.7 1751.9 EC
282 282 EC2602 20250808 ... 1530.4 1506.8 EC
283 283 EC2604 20250808 ... 1361.1 1343.6 EC
284 284 EC2606 20250808 ... 1500.3 1492 EC
285 285 SC_TAS2509 20250808 ... SC_TAS
286 286 SC_TAS2510 20250808 ... SC_TAS
287 287 SC_TAS2511 20250808 ... SC_TAS
288 288 SC_TAS2512 20250808 ... SC_TAS
[289 rows x 13 columns]
2025-08-12 18:26:11,078 - future_1d - INFO - ak.get_shfe_daily('2025-08-08') done
symbol date open high ... turnover settle pre_settle variety
0 SC2509 20250808 500.5 501 ... 4841142.49 496.4 504.3 SC
1 SC2510 20250808 497.8 497.8 ... 1620638.07 493 499.9 SC
2 SC2511 20250808 492.5 492.8 ... 357335 488 495.2 SC
3 SC2512 20250808 488.7 488.7 ... 90383.76 483.5 490.8 SC
4 SC2601 20250808 487.6 487.6 ... 35003.12 481.4 487.5 SC
5 SC2602 20250808 481.7 481.7 ... 21170.74 478.9 483.3 SC
6 SC2603 20250808 478.9 482.8 ... 15379.66 476.1 480.4 SC
7 SC2604 20250808 477.6 477.6 ... 14722.03 474.9 478.2 SC
8 SC2605 20250808 474.3 475.3 ... 8284.06 473.3 476.2 SC
9 SC2606 20250808 472.7 475 ... 9595.49 472.6 475.3 SC
10 SC2607 20250808 472 473.8 ... 189.02 472.5 477.4 SC
11 SC2608 20250808 469.4 469.4 ... 93.73 468.6 476.4 SC
12 SC2609 20250808 467.9 470 ... 328.12 468.7 468 SC
13 SC2612 20250808 464.3 466.5 ... 279.18 465.3 466.9 SC
14 SC2703 20250808 465.9 465.9 ... 46.59 465.9 464.7 SC
15 SC2706 20250808 464.3 465.4 ... 1110.23 462.5 464.3 SC
16 SC2709 20250808 462.6 463 ... 277.27 462.1 460.4 SC
17 SC2712 20250808 ... 0 464 464 SC
18 SC2803 20250808 ... 0 460 460.5 SC
19 SC2806 20250808 454.5 454.5 ... 771.25 453.6 454 SC
21 LU2509 20250808 3527 3527 ... 6457.789 3477 3520 LU
22 LU2510 20250808 3539 3544 ... 279341.791 3495 3545 LU
23 LU2511 20250808 3528 3531 ... 143671.717 3488 3535 LU
24 LU2512 20250808 3480 3508 ... 19521.124 3472 3506 LU
25 LU2601 20250808 3463 3473 ... 8626.601 3441 3481 LU
26 LU2602 20250808 3441 3449 ... 875.661 3407 3454 LU
27 LU2603 20250808 3434 3434 ... 71.58 3408 3439 LU
28 LU2604 20250808 3411 3422 ... 78.105 3395 3427 LU
29 LU2605 20250808 3429 3429 ... 251.618 3400 3416 LU
30 LU2606 20250808 3420 3420 ... 27.165 3395 3412 LU
31 LU2607 20250808 3406 3406 ... 64.371 3387 3417 LU
32 LU2608 20250808 3410 3410 ... 50.68 3378 3402 LU
34 NR2508 20250808 12280 12330 ... 1967.95 12295 12215 NR
35 NR2509 20250808 12395 12420 ... 480095.44 12345 12290 NR
36 NR2510 20250808 12400 12475 ... 650860.98 12405 12350 NR
37 NR2511 20250808 12435 12525 ... 60179.78 12445 12395 NR
38 NR2512 20250808 12470 12545 ... 5420.22 12460 12410 NR
39 NR2601 20250808 12530 12585 ... 33882.01 12515 12450 NR
40 NR2602 20250808 12520 12605 ... 288.415 12535 12475 NR
41 NR2603 20250808 12615 12650 ... 126.08 12605 12545 NR
42 NR2604 20250808 12585 12685 ... 37.85 12615 12495 NR
43 NR2605 20250808 12640 12730 ... 75.975 12660 12535 NR
44 NR2606 20250808 12745 12745 ... 12.745 12745 12585 NR
45 NR2607 20250808 12755 12755 ... 12.755 12755 12650 NR
47 BC2508 20250808 69300 69300 ... 173.25 69300 69270 BC
48 BC2509 20250808 69530 69780 ... 69928.485 69610 69540 BC
49 BC2510 20250808 69610 69810 ... 11359.635 69690 69600 BC
50 BC2511 20250808 69590 69600 ... 69.595 69590 69290 BC
51 BC2512 20250808 69740 69740 ... 104.59 69720 69460 BC
52 BC2601 20250808 ... 0 70020 70020 BC
53 BC2602 20250808 ... 0 70000 70000 BC
54 BC2603 20250808 ... 0 70000 70000 BC
55 BC2604 20250808 ... 0 70000 70000 BC
56 BC2605 20250808 ... 0 70000 70000 BC
57 BC2606 20250808 ... 0 69340 69340 BC
58 BC2607 20250808 ... 0 68670 68670 BC
60 EC2508 20250808 2076.7 2076.7 ... 2828.968 2072.5 2072.4 EC
61 EC2510 20250808 1405 1487.7 ... 408701.12 1448 1417 EC
62 EC2512 20250808 1750 1796.9 ... 53665.041 1768.7 1751.9 EC
63 EC2602 20250808 1508 1554.9 ... 8455.975 1530.4 1506.8 EC
64 EC2604 20250808 1343 1383.4 ... 8779.19 1361.1 1343.6 EC
65 EC2606 20250808 1489.7 1513.8 ... 1065.2815 1500.3 1492 EC
68 SC_TAS2509 20250808 ... SC_TAS
69 SC_TAS2510 20250808 ... SC_TAS
70 SC_TAS2511 20250808 ... SC_TAS
71 SC_TAS2512 20250808 ... SC_TAS
[66 rows x 12 columns]
2025-08-12 18:26:11,143 - future_1d - INFO - ak.get_ine_daily('2025-08-08') done
symbol date open ... settle pre_settle variety
0 IC2508 20250808 6288.200 ... 6304.000 6298.200 IC
1 IC2509 20250808 6219.000 ... 6232.000 6226.600 IC
2 IC2512 20250808 6060.000 ... 6073.000 6071.200 IC
3 IC2603 20250808 5915.000 ... 5934.600 5935.400 IC
4 IF2508 20250808 4100.000 ... 4101.000 4105.800 IF
5 IF2509 20250808 4087.000 ... 4087.400 4093.000 IF
6 IF2512 20250808 4057.800 ... 4055.800 4063.000 IF
7 IF2603 20250808 4027.800 ... 4022.200 4032.000 IF
8 IH2508 20250808 2794.000 ... 2788.000 2796.800 IH
9 IH2509 20250808 2795.200 ... 2789.200 2797.600 IH
10 IH2512 20250808 2795.600 ... 2789.400 2797.600 IH
11 IH2603 20250808 2795.800 ... 2787.600 2797.200 IH
12 IM2508 20250808 6818.200 ... 6819.400 6825.600 IM
13 IM2509 20250808 6740.000 ... 6742.800 6748.800 IM
14 IM2512 20250808 6551.000 ... 6550.800 6560.000 IM
15 IM2603 20250808 6368.800 ... 6369.800 6378.000 IM
16 T2509 20250808 108.670 ... 108.610 108.610 T
17 T2512 20250808 108.520 ... 108.505 108.480 T
18 T2603 20250808 108.380 ... 108.310 108.290 T
19 TF2509 20250808 105.895 ... 105.820 105.815 TF
20 TF2512 20250808 105.910 ... 105.875 105.860 TF
21 TF2603 20250808 105.950 ... 105.900 105.875 TF
22 TL2509 20250808 119.500 ... 119.250 119.340 TL
23 TL2512 20250808 119.140 ... 118.880 118.990 TL
24 TL2603 20250808 118.800 ... 118.550 118.680 TL
25 TS2509 20250808 102.392 ... 102.370 102.370 TS
26 TS2512 20250808 102.450 ... 102.436 102.426 TS
27 TS2603 20250808 102.426 ... 102.408 102.402 TS
[28 rows x 12 columns]
2025-08-12 18:26:11,289 - future_1d - INFO - ak.get_cffex_daily('2025-08-08') done
symbol date open ... settle pre_settle variety
0 PS2508 20250808 0.0 ... 50505.0 50505.0 PS
1 PS2509 20250808 50000.0 ... 49725.0 50425.0 PS
2 PS2510 20250808 50590.0 ... 49800.0 50590.0 PS
3 PS2511 20250808 50290.0 ... 49825.0 50625.0 PS
4 PS2512 20250808 53020.0 ... 52890.0 53790.0 PS
5 PS2601 20250808 53155.0 ... 52975.0 53930.0 PS
6 PS2602 20250808 53560.0 ... 53360.0 53915.0 PS
7 PS2603 20250808 53795.0 ... 53405.0 53885.0 PS
8 PS2604 20250808 53765.0 ... 53580.0 54120.0 PS
9 PS2605 20250808 53610.0 ... 53325.0 54000.0 PS
10 PS2606 20250808 56600.0 ... 56465.0 57045.0 PS
11 PS2607 20250808 57105.0 ... 56660.0 57295.0 PS
13 SI2508 20250808 0.0 ... 8645.0 8645.0 SI
14 SI2509 20250808 8560.0 ... 8555.0 8605.0 SI
15 SI2510 20250808 8625.0 ... 8575.0 8625.0 SI
16 SI2511 20250808 8630.0 ... 8585.0 8635.0 SI
17 SI2512 20250808 8890.0 ... 8890.0 8975.0 SI
18 SI2601 20250808 8905.0 ... 8880.0 8965.0 SI
19 SI2602 20250808 8875.0 ... 8860.0 8945.0 SI
20 SI2603 20250808 8900.0 ... 8890.0 8970.0 SI
21 SI2604 20250808 8945.0 ... 8915.0 9025.0 SI
22 SI2605 20250808 8920.0 ... 8930.0 9010.0 SI
23 SI2606 20250808 8940.0 ... 8910.0 9035.0 SI
24 SI2607 20250808 8935.0 ... 8935.0 9040.0 SI
27 LC2508 20250808 75300.0 ... 74160.0 70000.0 LC
28 LC2509 20250808 72340.0 ... 74600.0 71080.0 LC
29 LC2510 20250808 72500.0 ... 74940.0 71420.0 LC
30 LC2511 20250808 73000.0 ... 75000.0 71440.0 LC
31 LC2512 20250808 73460.0 ... 75100.0 71820.0 LC
32 LC2601 20250808 72800.0 ... 74980.0 71640.0 LC
33 LC2602 20250808 72660.0 ... 75360.0 71420.0 LC
34 LC2603 20250808 72600.0 ... 74900.0 71680.0 LC
35 LC2604 20250808 72900.0 ... 74300.0 71880.0 LC
36 LC2605 20250808 73000.0 ... 74360.0 71880.0 LC
37 LC2606 20250808 73000.0 ... 74280.0 71820.0 LC
38 LC2607 20250808 73140.0 ... 74640.0 71840.0 LC
[36 rows x 12 columns]
2025-08-12 18:26:11,438 - future_1d - INFO - ak.get_gfex_daily('2025-08-08') done
2025-08-12 18:26:13,164 - future_1d - INFO - save future_daily 2025-08-08 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250811 8100.0 8193.0 ... 541640.87 8125.0 8022.0 AP
1 AP511 20250811 7885.0 7891.0 ... 4097.50 7850.0 7797.0 AP
2 AP512 20250811 7907.0 7910.0 ... 385.78 7873.0 7827.0 AP
3 AP601 20250811 7973.0 8014.0 ... 59037.37 7957.0 7919.0 AP
4 AP603 20250811 7879.0 7881.0 ... 109.93 7852.0 7852.0 AP
5 AP604 20250811 7939.0 7939.0 ... 126.33 7895.0 7885.0 AP
6 AP605 20250811 7985.0 7997.0 ... 621.06 7962.0 7943.0 AP
7 CF509 20250811 13645.0 13750.0 ... 890560.83 13700.0 13660.0 CF
8 CF511 20250811 13675.0 13830.0 ... 177397.64 13760.0 13710.0 CF
9 CF601 20250811 13790.0 13945.0 ... 963431.42 13870.0 13815.0 CF
10 CF603 20250811 13740.0 13900.0 ... 1914.12 13820.0 13775.0 CF
11 CF605 20250811 13740.0 13890.0 ... 38252.16 13825.0 13770.0 CF
12 CF607 20250811 13755.0 13905.0 ... 352.68 13830.0 13785.0 CF
13 CJ509 20250811 10390.0 10660.0 ... 92452.24 10490.0 10130.0 CJ
14 CJ512 20250811 11500.0 11715.0 ... 33625.79 11525.0 11170.0 CJ
15 CJ601 20250811 11540.0 11825.0 ... 2151988.70 11655.0 11310.0 CJ
16 CJ603 20250811 11600.0 11895.0 ... 33014.05 11730.0 11375.0 CJ
17 CJ605 20250811 11735.0 12025.0 ... 320981.35 11845.0 11495.0 CJ
18 CJ607 20250811 11980.0 12165.0 ... 2600.84 12015.0 11665.0 CJ
19 CY508 20250811 0.0 0.0 ... 0.00 19955.0 19925.0 CY
20 CY509 20250811 19925.0 19970.0 ... 5718.88 19925.0 19895.0 CY
21 CY510 20250811 0.0 0.0 ... 0.00 20015.0 20015.0 CY
22 CY511 20250811 19580.0 19855.0 ... 71296.90 19715.0 19685.0 CY
23 CY512 20250811 0.0 0.0 ... 0.00 19650.0 19650.0 CY
24 CY601 20250811 19625.0 19840.0 ... 1056.77 19755.0 19725.0 CY
25 CY602 20250811 0.0 0.0 ... 0.00 20015.0 20015.0 CY
26 CY603 20250811 0.0 0.0 ... 0.00 20180.0 20165.0 CY
27 CY604 20250811 0.0 0.0 ... 0.00 20030.0 20040.0 CY
28 CY605 20250811 0.0 0.0 ... 0.00 19955.0 19955.0 CY
29 CY606 20250811 0.0 0.0 ... 0.00 20010.0 20010.0 CY
30 CY607 20250811 0.0 0.0 ... 0.00 20280.0 20280.0 CY
31 FG508 20250811 0.0 0.0 ... 0.00 1056.0 1056.0 FG
32 FG509 20250811 1058.0 1080.0 ... 2242973.58 1068.0 1060.0 FG
33 FG510 20250811 1147.0 1175.0 ... 123981.99 1163.0 1152.0 FG
34 FG511 20250811 1138.0 1168.0 ... 213406.64 1155.0 1143.0 FG
35 FG512 20250811 1208.0 1239.0 ... 113408.70 1227.0 1214.0 FG
36 FG601 20250811 1194.0 1229.0 ... 3258943.61 1214.0 1201.0 FG
37 FG602 20250811 1241.0 1279.0 ... 1481.09 1266.0 1254.0 FG
38 FG603 20250811 1238.0 1276.0 ... 1514.59 1264.0 1248.0 FG
39 FG604 20250811 1289.0 1319.0 ... 885.04 1309.0 1297.0 FG
40 FG605 20250811 1287.0 1314.0 ... 31853.41 1303.0 1293.0 FG
41 FG606 20250811 1311.0 1335.0 ... 1038.72 1325.0 1319.0 FG
42 FG607 20250811 1310.0 1332.0 ... 647.91 1322.0 1313.0 FG
43 JR509 20250811 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250811 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250811 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250811 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250811 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250811 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250811 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250811 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250811 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA508 20250811 0.0 0.0 ... 0.00 2337.0 2340.0 MA
53 MA509 20250811 2386.0 2395.0 ... 838637.47 2385.0 2388.0 MA
54 MA510 20250811 2410.0 2423.0 ... 85213.92 2413.0 2419.0 MA
55 MA511 20250811 2436.0 2445.0 ... 116603.83 2434.0 2443.0 MA
56 MA512 20250811 2470.0 2478.0 ... 43388.46 2464.0 2471.0 MA
57 MA601 20250811 2480.0 2491.0 ... 548514.79 2479.0 2489.0 MA
58 MA602 20250811 2492.0 2494.0 ... 42.22 2483.0 2490.0 MA
59 MA603 20250811 2487.0 2489.0 ... 44.62 2479.0 2487.0 MA
60 MA604 20250811 2479.0 2479.0 ... 12.34 2469.0 2475.0 MA
61 MA605 20250811 2443.0 2452.0 ... 15292.21 2443.0 2446.0 MA
62 MA606 20250811 2453.0 2453.0 ... 19.58 2448.0 2452.0 MA
63 MA607 20250811 2445.0 2445.0 ... 24.39 2439.0 2445.0 MA
64 OI509 20250811 9552.0 9612.0 ... 1855784.32 9560.0 9560.0 OI
65 OI511 20250811 9575.0 9630.0 ... 214492.87 9582.0 9579.0 OI
66 OI601 20250811 9544.0 9605.0 ... 1361776.66 9557.0 9543.0 OI
67 OI603 20250811 9494.0 9557.0 ... 2178.02 9511.0 9491.0 OI
68 OI605 20250811 9399.0 9464.0 ... 15460.93 9422.0 9399.0 OI
69 OI607 20250811 9408.0 9449.0 ... 56.58 9430.0 9389.0 OI
70 PF508 20250811 6298.0 6302.0 ... 97.66 6300.0 6290.0 PF
71 PF509 20250811 6332.0 6364.0 ... 61742.70 6346.0 6322.0 PF
72 PF510 20250811 6396.0 6442.0 ... 355520.99 6416.0 6390.0 PF
73 PF511 20250811 6392.0 6438.0 ... 134078.60 6412.0 6392.0 PF
74 PF512 20250811 6396.0 6440.0 ... 32363.49 6414.0 6394.0 PF
75 PF601 20250811 6416.0 6446.0 ... 10653.35 6420.0 6406.0 PF
76 PF602 20250811 6430.0 6480.0 ... 232.31 6454.0 6434.0 PF
77 PF603 20250811 6452.0 6494.0 ... 255.46 6468.0 6426.0 PF
78 PF604 20250811 6472.0 6528.0 ... 266.21 6494.0 6456.0 PF
79 PF605 20250811 6464.0 6538.0 ... 224.66 6512.0 6462.0 PF
80 PF606 20250811 6522.0 6522.0 ... 3.26 6522.0 6474.0 PF
81 PF607 20250811 6560.0 6560.0 ... 3.28 6560.0 6488.0 PF
82 PK510 20250811 8102.0 8110.0 ... 141095.61 8076.0 8104.0 PK
83 PK511 20250811 7958.0 7958.0 ... 141769.14 7928.0 7964.0 PK
84 PK512 20250811 7952.0 7966.0 ... 54867.47 7936.0 7952.0 PK
85 PK601 20250811 7968.0 7972.0 ... 15176.82 7956.0 7964.0 PK
86 PK603 20250811 7960.0 7988.0 ... 270.88 7968.0 7964.0 PK
87 PK604 20250811 7974.0 7974.0 ... 95.60 7968.0 7966.0 PK
88 PK605 20250811 7976.0 7978.0 ... 1791.95 7964.0 7966.0 PK
89 PL601 20250811 6462.0 6505.0 ... 16688.07 6478.0 6461.0 PL
90 PL602 20250811 6502.0 6543.0 ... 508.17 6515.0 6502.0 PL
91 PL603 20250811 6460.0 6492.0 ... 116.48 6471.0 6459.0 PL
92 PL604 20250811 0.0 0.0 ... 0.00 6490.0 6476.0 PL
93 PL605 20250811 6383.0 6406.0 ... 89.56 6397.0 6361.0 PL
94 PL606 20250811 0.0 0.0 ... 0.00 6488.0 6487.0 PL
95 PL607 20250811 0.0 0.0 ... 0.00 6477.0 6477.0 PL
96 PM509 20250811 0.0 0.0 ... 0.00 3122.0 3122.0 PM
97 PM511 20250811 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250811 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250811 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250811 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250811 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PR508 20250811 0.0 0.0 ... 0.00 5922.0 5896.0 PR
103 PR509 20250811 5872.0 5906.0 ... 41733.63 5888.0 5866.0 PR
104 PR510 20250811 5916.0 5956.0 ... 175097.37 5938.0 5910.0 PR
105 PR511 20250811 5910.0 5960.0 ... 211568.29 5940.0 5914.0 PR
106 PR512 20250811 5910.0 5968.0 ... 63619.40 5946.0 5920.0 PR
107 PR601 20250811 5940.0 5968.0 ... 1205.38 5952.0 5930.0 PR
108 PR602 20250811 0.0 0.0 ... 0.00 5970.0 5954.0 PR
109 PR603 20250811 0.0 0.0 ... 0.00 5972.0 5960.0 PR
110 PR604 20250811 0.0 0.0 ... 0.00 5980.0 5968.0 PR
111 PR605 20250811 0.0 0.0 ... 0.00 5986.0 5976.0 PR
112 PR606 20250811 0.0 0.0 ... 0.00 5978.0 5958.0 PR
113 PR607 20250811 0.0 0.0 ... 0.00 5986.0 5960.0 PR
114 PX508 20250811 0.0 0.0 ... 0.00 6770.0 6748.0 PX
115 PX509 20250811 6750.0 6800.0 ... 250681.99 6770.0 6748.0 PX
116 PX510 20250811 6740.0 6792.0 ... 103378.88 6760.0 6720.0 PX
117 PX511 20250811 6710.0 6774.0 ... 226617.92 6742.0 6708.0 PX
118 PX512 20250811 6718.0 6768.0 ... 45418.66 6740.0 6706.0 PX
119 PX601 20250811 6706.0 6744.0 ... 79385.73 6716.0 6692.0 PX
120 PX602 20250811 6714.0 6714.0 ... 3.36 6714.0 6688.0 PX
121 PX603 20250811 0.0 0.0 ... 0.00 6690.0 6684.0 PX
122 PX604 20250811 6700.0 6710.0 ... 6.71 6706.0 6690.0 PX
123 PX605 20250811 6686.0 6724.0 ... 147.55 6708.0 6684.0 PX
124 PX606 20250811 0.0 0.0 ... 0.00 6694.0 6688.0 PX
125 PX607 20250811 6720.0 6720.0 ... 3.36 6720.0 6698.0 PX
126 RI509 20250811 0.0 0.0 ... 0.00 2479.0 2479.0 RI
127 RI511 20250811 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250811 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250811 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250811 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250811 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RM508 20250811 0.0 0.0 ... 0.00 2718.0 2753.0 RM
133 RM509 20250811 2765.0 2766.0 ... 1168380.47 2735.0 2763.0 RM
134 RM511 20250811 2592.0 2596.0 ... 16889.95 2568.0 2588.0 RM
135 RM601 20250811 2499.0 2499.0 ... 848313.74 2464.0 2486.0 RM
136 RM603 20250811 2452.0 2452.0 ... 36034.66 2428.0 2443.0 RM
137 RM605 20250811 2413.0 2417.0 ... 91913.85 2405.0 2409.0 RM
138 RM607 20250811 2391.0 2399.0 ... 5057.75 2389.0 2388.0 RM
139 RS508 20250811 0.0 0.0 ... 0.00 4974.0 4978.0 RS
140 RS509 20250811 5013.0 5078.0 ... 171.18 5035.0 5039.0 RS
141 RS511 20250811 5201.0 5201.0 ... 61.78 5148.0 5181.0 RS
142 RS607 20250811 0.0 0.0 ... 0.00 5596.0 5596.0 RS
143 SA508 20250811 1221.0 1240.0 ... 510.77 1234.0 1270.0 SA
144 SA509 20250811 1240.0 1260.0 ... 929972.46 1247.0 1248.0 SA
145 SA510 20250811 1267.0 1287.0 ... 289856.67 1276.0 1273.0 SA
146 SA511 20250811 1280.0 1296.0 ... 348112.55 1284.0 1282.0 SA
147 SA512 20250811 1329.0 1343.0 ... 81268.37 1333.0 1329.0 SA
148 SA601 20250811 1326.0 1351.0 ... 4214185.14 1338.0 1336.0 SA
149 SA602 20250811 1342.0 1362.0 ... 5577.14 1349.0 1347.0 SA
150 SA603 20250811 1348.0 1366.0 ... 4101.29 1354.0 1351.0 SA
151 SA604 20250811 1387.0 1402.0 ... 3036.94 1393.0 1389.0 SA
152 SA605 20250811 1389.0 1407.0 ... 98612.46 1399.0 1393.0 SA
153 SA606 20250811 1391.0 1411.0 ... 1189.77 1403.0 1396.0 SA
154 SA607 20250811 1387.0 1405.0 ... 1059.71 1398.0 1393.0 SA
155 SF508 20250811 5784.0 5822.0 ... 498.03 5792.0 5760.0 SF
156 SF509 20250811 5788.0 5852.0 ... 623596.16 5808.0 5764.0 SF
157 SF510 20250811 5764.0 5842.0 ... 215678.34 5800.0 5752.0 SF
158 SF511 20250811 5980.0 6036.0 ... 478571.07 5998.0 5962.0 SF
159 SF512 20250811 5986.0 6032.0 ... 42616.50 5994.0 5958.0 SF
160 SF601 20250811 5976.0 6028.0 ... 111140.61 5992.0 5952.0 SF
161 SF602 20250811 5956.0 5980.0 ... 428.31 5950.0 5910.0 SF
162 SF603 20250811 6128.0 6158.0 ... 254.37 6130.0 6060.0 SF
163 SF604 20250811 6064.0 6118.0 ... 30.50 6100.0 6044.0 SF
164 SF605 20250811 6060.0 6132.0 ... 1808.35 6100.0 6040.0 SF
165 SF606 20250811 6024.0 6074.0 ... 204.98 6030.0 5974.0 SF
166 SF607 20250811 6138.0 6206.0 ... 193.94 6158.0 6098.0 SF
167 SH508 20250811 0.0 0.0 ... 0.00 2345.0 2303.0 SH
168 SH509 20250811 2452.0 2503.0 ... 1483104.67 2481.0 2437.0 SH
169 SH510 20250811 2536.0 2597.0 ... 317993.27 2576.0 2525.0 SH
170 SH511 20250811 2533.0 2599.0 ... 357896.24 2574.0 2527.0 SH
171 SH512 20250811 2553.0 2612.0 ... 91876.93 2589.0 2548.0 SH
172 SH601 20250811 2535.0 2595.0 ... 586403.12 2570.0 2535.0 SH
173 SH602 20250811 2563.0 2613.0 ... 1575.71 2587.0 2564.0 SH
174 SH603 20250811 2580.0 2624.0 ... 740.99 2600.0 2580.0 SH
175 SH604 20250811 2631.0 2667.0 ... 517.62 2654.0 2633.0 SH
176 SH605 20250811 2642.0 2678.0 ... 6377.54 2661.0 2643.0 SH
177 SH606 20250811 2670.0 2691.0 ... 216.97 2679.0 2661.0 SH
178 SH607 20250811 2661.0 2683.0 ... 80.19 2673.0 2652.0 SH
179 SM508 20250811 6088.0 6098.0 ... 404.44 6082.0 6050.0 SM
180 SM509 20250811 6060.0 6134.0 ... 831665.98 6100.0 6034.0 SM
181 SM510 20250811 6078.0 6140.0 ... 116845.43 6110.0 6028.0 SM
182 SM511 20250811 6144.0 6208.0 ... 178172.70 6178.0 6106.0 SM
183 SM512 20250811 6162.0 6216.0 ... 48043.99 6184.0 6130.0 SM
184 SM601 20250811 6162.0 6222.0 ... 373088.04 6192.0 6128.0 SM
185 SM602 20250811 6138.0 6214.0 ... 176.35 6188.0 6124.0 SM
186 SM603 20250811 6170.0 6232.0 ... 158.12 6202.0 6130.0 SM
187 SM604 20250811 6218.0 6226.0 ... 46.57 6210.0 6112.0 SM
188 SM605 20250811 6208.0 6262.0 ... 5626.51 6228.0 6166.0 SM
189 SM606 20250811 6204.0 6248.0 ... 34.23 6224.0 6152.0 SM
190 SM607 20250811 6204.0 6258.0 ... 24.92 6232.0 6172.0 SM
191 SR509 20250811 5691.0 5696.0 ... 227733.47 5680.0 5686.0 SR
192 SR511 20250811 5604.0 5609.0 ... 74202.43 5594.0 5594.0 SR
193 SR601 20250811 5584.0 5587.0 ... 666996.89 5574.0 5576.0 SR
194 SR603 20250811 5555.0 5559.0 ... 3994.29 5548.0 5552.0 SR
195 SR605 20250811 5540.0 5540.0 ... 17550.75 5530.0 5531.0 SR
196 SR607 20250811 5535.0 5536.0 ... 1188.63 5529.0 5531.0 SR
197 TA508 20250811 4690.0 4706.0 ... 215.70 4690.0 4676.0 TA
198 TA509 20250811 4704.0 4726.0 ... 1046665.88 4708.0 4688.0 TA
199 TA510 20250811 4714.0 4744.0 ... 78681.27 4726.0 4706.0 TA
200 TA511 20250811 4718.0 4750.0 ... 64206.99 4734.0 4714.0 TA
201 TA512 20250811 4724.0 4750.0 ... 29232.10 4736.0 4718.0 TA
202 TA601 20250811 4718.0 4748.0 ... 600651.24 4732.0 4716.0 TA
203 TA602 20250811 4722.0 4744.0 ... 35.53 4738.0 4716.0 TA
204 TA603 20250811 0.0 0.0 ... 0.00 4742.0 4730.0 TA
205 TA604 20250811 4752.0 4774.0 ... 7.15 4764.0 4746.0 TA
206 TA605 20250811 4760.0 4786.0 ... 11378.31 4772.0 4754.0 TA
207 TA606 20250811 4778.0 4778.0 ... 2.39 4778.0 4762.0 TA
208 TA607 20250811 4766.0 4780.0 ... 4.77 4774.0 4772.0 TA
209 UR508 20250811 1705.0 1705.0 ... 6.82 1705.0 1723.0 UR
210 UR509 20250811 1719.0 1730.0 ... 352526.95 1718.0 1739.0 UR
211 UR510 20250811 1721.0 1736.0 ... 25932.20 1726.0 1736.0 UR
212 UR511 20250811 1746.0 1760.0 ... 29212.66 1751.0 1760.0 UR
213 UR512 20250811 1742.0 1756.0 ... 864.47 1750.0 1758.0 UR
214 UR601 20250811 1740.0 1757.0 ... 243621.53 1748.0 1757.0 UR
215 UR602 20250811 1745.0 1753.0 ... 502.97 1746.0 1753.0 UR
216 UR603 20250811 1776.0 1788.0 ... 56.97 1780.0 1787.0 UR
217 UR604 20250811 1776.0 1786.0 ... 17.83 1783.0 1791.0 UR
218 UR605 20250811 1782.0 1794.0 ... 8809.91 1786.0 1791.0 UR
219 UR606 20250811 1770.0 1786.0 ... 124.45 1778.0 1783.0 UR
220 UR607 20250811 1780.0 1795.0 ... 85.79 1787.0 1790.0 UR
221 WH509 20250811 0.0 0.0 ... 0.00 3198.0 3198.0 WH
222 WH511 20250811 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250811 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250811 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250811 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250811 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 ZC509 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC510 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250811 0.0 0.0 ... 0.00 801.4 801.4 ZC
[239 rows x 12 columns]
2025-08-12 18:26:22,210 - future_1d - INFO - ak.get_czce_daily('2025-08-11') done
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1036, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 567, in get_dce_daily
data_df = pd.read_excel(BytesIO(r.content), header=1)
File "/usr/local/lib/python3.10/site-packages/pandas/io/excel/_base.py", line 495, in read_excel
io = ExcelFile(
File "/usr/local/lib/python3.10/site-packages/pandas/io/excel/_base.py", line 1554, in __init__
raise ValueError(
ValueError: Excel file format cannot be determined, you must specify an engine manually.
An error occurred: Excel file format cannot be determined, you must specify an engine manually.
2025-08-12 18:26:22,322 - future_1d - INFO - ak.get_dce_daily('2025-08-11') failed
index symbol date ... settle pre_settle variety
0 0 CU2508 20250811 ... 78960 78420 CU
1 1 CU2509 20250811 ... 78920 78440 CU
2 2 CU2510 20250811 ... 78930 78430 CU
3 3 CU2511 20250811 ... 78910 78410 CU
4 4 CU2512 20250811 ... 78920 78380 CU
5 5 CU2601 20250811 ... 78890 78340 CU
6 6 CU2602 20250811 ... 78920 78310 CU
7 7 CU2603 20250811 ... 78860 78260 CU
8 8 CU2604 20250811 ... 78900 78330 CU
9 9 CU2605 20250811 ... 78870 78350 CU
10 10 CU2606 20250811 ... 78860 78370 CU
11 11 CU2607 20250811 ... 78790 78370 CU
12 12 BC2508 20250811 ... 69300 69300 BC
13 13 BC2509 20250811 ... 70120 69610 BC
14 14 BC2510 20250811 ... 70170 69690 BC
15 15 BC2511 20250811 ... 70450 69590 BC
16 16 BC2512 20250811 ... 70240 69720 BC
17 17 BC2601 20250811 ... 70020 70020 BC
18 18 BC2602 20250811 ... 70000 70000 BC
19 19 BC2603 20250811 ... 70000 70000 BC
20 20 BC2604 20250811 ... 70000 70000 BC
21 21 BC2605 20250811 ... 70000 70000 BC
22 22 BC2606 20250811 ... 69340 69340 BC
23 23 BC2607 20250811 ... 68740 68670 BC
24 24 AL2508 20250811 ... 20690 20680 AL
25 25 AL2509 20250811 ... 20675 20670 AL
26 26 AL2510 20250811 ... 20655 20635 AL
27 27 AL2511 20250811 ... 20615 20585 AL
28 28 AL2512 20250811 ... 20570 20540 AL
29 29 AL2601 20250811 ... 20550 20505 AL
30 30 AL2602 20250811 ... 20550 20505 AL
31 31 AL2603 20250811 ... 20585 20520 AL
32 32 AL2604 20250811 ... 20600 20545 AL
33 33 AL2605 20250811 ... 20615 20560 AL
34 34 AL2606 20250811 ... 20625 20575 AL
35 35 AL2607 20250811 ... 20630 20580 AL
36 36 ZN2508 20250811 ... 22565 22485 ZN
37 37 ZN2509 20250811 ... 22560 22505 ZN
38 38 ZN2510 20250811 ... 22585 22520 ZN
39 39 ZN2511 20250811 ... 22600 22520 ZN
40 40 ZN2512 20250811 ... 22595 22500 ZN
41 41 ZN2601 20250811 ... 22550 22475 ZN
42 42 ZN2602 20250811 ... 22545 22460 ZN
43 43 ZN2603 20250811 ... 22520 22475 ZN
44 44 ZN2604 20250811 ... 22535 22455 ZN
45 45 ZN2605 20250811 ... 22555 22460 ZN
46 46 ZN2606 20250811 ... 22535 22445 ZN
47 47 ZN2607 20250811 ... 22520 22480 ZN
48 48 PB2508 20250811 ... 16845 16795 PB
49 49 PB2509 20250811 ... 16885 16865 PB
50 50 PB2510 20250811 ... 16895 16875 PB
51 51 PB2511 20250811 ... 16920 16900 PB
52 52 PB2512 20250811 ... 16950 16925 PB
53 53 PB2601 20250811 ... 16975 16935 PB
54 54 PB2602 20250811 ... 17000 16970 PB
55 55 PB2603 20250811 ... 17030 17005 PB
56 56 PB2604 20250811 ... 17000 17030 PB
57 57 PB2605 20250811 ... 16985 17025 PB
58 58 PB2606 20250811 ... 17020 17020 PB
59 59 PB2607 20250811 ... 17060 17060 PB
60 60 NI2508 20250811 ... 121670 120970 NI
61 61 NI2509 20250811 ... 121630 121160 NI
62 62 NI2510 20250811 ... 121840 121280 NI
63 63 NI2511 20250811 ... 122060 121450 NI
64 64 NI2512 20250811 ... 122310 121670 NI
65 65 NI2601 20250811 ... 122550 121950 NI
66 66 NI2602 20250811 ... 123080 121950 NI
67 67 NI2603 20250811 ... 123270 122270 NI
68 68 NI2604 20250811 ... 123570 123010 NI
69 69 NI2605 20250811 ... 123750 122980 NI
70 70 NI2606 20250811 ... 124100 123050 NI
71 71 NI2607 20250811 ... 124380 123270 NI
72 72 SN2508 20250811 ... 267200 267630 SN
73 73 SN2509 20250811 ... 267960 268140 SN
74 74 SN2510 20250811 ... 268200 268370 SN
75 75 SN2511 20250811 ... 268170 268360 SN
76 76 SN2512 20250811 ... 268250 268290 SN
77 77 SN2601 20250811 ... 268540 268500 SN
78 78 SN2602 20250811 ... 268300 268430 SN
79 79 SN2603 20250811 ... 269240 268710 SN
80 80 SN2604 20250811 ... 269640 268920 SN
81 81 SN2605 20250811 ... 269900 269110 SN
82 82 SN2606 20250811 ... 269740 269300 SN
83 83 SN2607 20250811 ... 269050 269050 SN
84 84 AO2508 20250811 ... 3172 3161 AO
85 85 AO2509 20250811 ... 3176 3172 AO
86 86 AO2510 20250811 ... 3182 3177 AO
87 87 AO2511 20250811 ... 3194 3188 AO
88 88 AO2512 20250811 ... 3203 3196 AO
89 89 AO2601 20250811 ... 3211 3206 AO
90 90 AO2602 20250811 ... 3208 3206 AO
91 91 AO2603 20250811 ... 3210 3211 AO
92 92 AO2604 20250811 ... 3218 3209 AO
93 93 AO2605 20250811 ... 3218 3211 AO
94 94 AO2606 20250811 ... 3220 3210 AO
95 95 AO2607 20250811 ... 3211 3212 AO
96 96 AD2511 20250811 ... 20105 20065 AD
97 97 AD2512 20250811 ... 20100 20060 AD
98 98 AD2601 20250811 ... 20045 20035 AD
99 99 AD2602 20250811 ... 19950 19955 AD
100 100 AD2603 20250811 ... 19940 19940 AD
101 101 AD2604 20250811 ... 19925 19865 AD
102 102 AD2605 20250811 ... 19845 19785 AD
103 103 AD2606 20250811 ... 19825 19750 AD
104 104 AD2607 20250811 ... 19830 19830 AD
105 105 AU2508 20250811 ... 783.02 783.82 AU
106 106 AU2509 20250811 ... 783.54 784.38 AU
107 107 AU2510 20250811 ... 784.8 785.82 AU
108 108 AU2512 20250811 ... 786.54 788.16 AU
109 109 AU2602 20250811 ... 788.76 790.16 AU
110 110 AU2604 20250811 ... 790.9 792.32 AU
111 111 AU2606 20250811 ... 792.56 794.54 AU
112 112 AU2608 20250811 ... 794.88 796.92 AU
113 113 AG2508 20250811 ... 9220 9254 AG
114 114 AG2509 20250811 ... 9230 9265 AG
115 115 AG2510 20250811 ... 9244 9277 AG
116 116 AG2511 20250811 ... 9255 9290 AG
117 117 AG2512 20250811 ... 9263 9299 AG
118 118 AG2601 20250811 ... 9277 9313 AG
119 119 AG2602 20250811 ... 9292 9324 AG
120 120 AG2603 20250811 ... 9294 9338 AG
121 121 AG2604 20250811 ... 9313 9352 AG
122 122 AG2605 20250811 ... 9324 9362 AG
123 123 AG2606 20250811 ... 9332 9376 AG
124 124 AG2607 20250811 ... 9343 9386 AG
125 125 RB2508 20250811 ... 3200 3179 RB
126 126 RB2509 20250811 ... 3203 3184 RB
127 127 RB2510 20250811 ... 3227 3215 RB
128 128 RB2511 20250811 ... 3244 3229 RB
129 129 RB2512 20250811 ... 3280 3273 RB
130 130 RB2601 20250811 ... 3295 3283 RB
131 131 RB2602 20250811 ... 3294 3292 RB
132 132 RB2603 20250811 ... 3308 3294 RB
133 133 RB2604 20250811 ... 3323 3306 RB
134 134 RB2605 20250811 ... 3321 3313 RB
135 135 RB2606 20250811 ... 3332 3322 RB
136 136 RB2607 20250811 ... 3340 3328 RB
137 137 WR2508 20250811 ... 3212 3212 WR
138 138 WR2509 20250811 ... 3342 3342 WR
139 139 WR2510 20250811 ... 3447 3447 WR
140 140 WR2511 20250811 ... 3480 3467 WR
141 141 WR2512 20250811 ... 3499 3499 WR
142 142 WR2601 20250811 ... 3436 3436 WR
143 143 WR2602 20250811 ... 3523 3523 WR
144 144 WR2603 20250811 ... 3550 3550 WR
145 145 WR2604 20250811 ... 3550 3550 WR
146 146 WR2605 20250811 ... 3478 3478 WR
147 147 WR2606 20250811 ... 3599 3599 WR
148 148 WR2607 20250811 ... 3634 3634 WR
149 149 HC2508 20250811 ... 3436 3436 HC
150 150 HC2509 20250811 ... 3456 3437 HC
151 151 HC2510 20250811 ... 3436 3421 HC
152 152 HC2511 20250811 ... 3433 3419 HC
153 153 HC2512 20250811 ... 3436 3422 HC
154 154 HC2601 20250811 ... 3435 3420 HC
155 155 HC2602 20250811 ... 3434 3416 HC
156 156 HC2603 20250811 ... 3436 3420 HC
157 157 HC2604 20250811 ... 3441 3432 HC
158 158 HC2605 20250811 ... 3437 3428 HC
159 159 HC2606 20250811 ... 3451 3438 HC
160 160 HC2607 20250811 ... 3445 3442 HC
161 161 SS2508 20250811 ... 13030 12985 SS
162 162 SS2509 20250811 ... 13075 12985 SS
163 163 SS2510 20250811 ... 13150 13045 SS
164 164 SS2511 20250811 ... 13200 13075 SS
165 165 SS2512 20250811 ... 13250 13100 SS
166 166 SS2601 20250811 ... 13295 13155 SS
167 167 SS2602 20250811 ... 13360 13210 SS
168 168 SS2603 20250811 ... 13390 13255 SS
169 169 SS2604 20250811 ... 13415 13270 SS
170 170 SS2605 20250811 ... 13455 13330 SS
171 171 SS2606 20250811 ... 13480 13355 SS
172 172 SS2607 20250811 ... 13545 13370 SS
173 173 SC2509 20250811 ... 492.5 496.4 SC
174 174 SC2510 20250811 ... 490.1 493 SC
175 175 SC2511 20250811 ... 485.8 488 SC
176 176 SC2512 20250811 ... 481.5 483.5 SC
177 177 SC2601 20250811 ... 478.6 481.4 SC
178 178 SC2602 20250811 ... 477 478.9 SC
179 179 SC2603 20250811 ... 474.1 476.1 SC
180 180 SC2604 20250811 ... 471.3 474.9 SC
181 181 SC2605 20250811 ... 469.4 473.3 SC
182 182 SC2606 20250811 ... 468.6 472.6 SC
183 183 SC2607 20250811 ... 464.9 472.5 SC
184 184 SC2608 20250811 ... 467.3 468.6 SC
185 185 SC2609 20250811 ... 466.8 468.7 SC
186 186 SC2612 20250811 ... 462 465.3 SC
187 187 SC2703 20250811 ... 460.4 465.9 SC
188 188 SC2706 20250811 ... 460.4 462.5 SC
189 189 SC2709 20250811 ... 457.7 462.1 SC
190 190 SC2712 20250811 ... 458.5 464 SC
191 191 SC2803 20250811 ... 456.7 460 SC
192 192 SC2806 20250811 ... 452.3 453.6 SC
193 193 LU2509 20250811 ... 3452 3477 LU
194 194 LU2510 20250811 ... 3469 3495 LU
195 195 LU2511 20250811 ... 3469 3488 LU
196 196 LU2512 20250811 ... 3454 3472 LU
197 197 LU2601 20250811 ... 3432 3441 LU
198 198 LU2602 20250811 ... 3404 3407 LU
199 199 LU2603 20250811 ... 3400 3408 LU
200 200 LU2604 20250811 ... 3396 3395 LU
201 201 LU2605 20250811 ... 3405 3400 LU
202 202 LU2606 20250811 ... 3403 3395 LU
203 203 LU2607 20250811 ... 3395 3387 LU
204 204 LU2608 20250811 ... 3387 3378 LU
205 205 FU2509 20250811 ... 2774 2799 FU
206 206 FU2510 20250811 ... 2780 2810 FU
207 207 FU2511 20250811 ... 2787 2820 FU
208 208 FU2512 20250811 ... 2792 2820 FU
209 209 FU2601 20250811 ... 2793 2815 FU
210 210 FU2602 20250811 ... 2781 2801 FU
211 211 FU2603 20250811 ... 2770 2793 FU
212 212 FU2604 20250811 ... 2766 2787 FU
213 213 FU2605 20250811 ... 2758 2777 FU
214 214 FU2606 20250811 ... 2748 2765 FU
215 215 FU2607 20250811 ... 2724 2744 FU
216 216 FU2608 20250811 ... 2710 2731 FU
217 217 BU2508 20250811 ... 3406 3538 BU
218 218 BU2509 20250811 ... 3518 3526 BU
219 219 BU2510 20250811 ... 3486 3499 BU
220 220 BU2511 20250811 ... 3450 3463 BU
221 221 BU2512 20250811 ... 3391 3410 BU
222 222 BU2601 20250811 ... 3363 3376 BU
223 223 BU2602 20250811 ... 3346 3370 BU
224 224 BU2603 20250811 ... 3332 3364 BU
225 225 BU2604 20250811 ... 3334 3343 BU
226 226 BU2605 20250811 ... 3330 3348 BU
227 227 BU2606 20250811 ... 3318 3352 BU
228 228 BU2607 20250811 ... 3338 3345 BU
229 229 BU2609 20250811 ... 3316 3336 BU
230 230 BU2612 20250811 ... 3289 3297 BU
231 231 BU2703 20250811 ... 3292 3299 BU
232 232 BU2706 20250811 ... 3302 3304 BU
233 233 BR2508 20250811 ... 11820 11550 BR
234 234 BR2509 20250811 ... 11740 11500 BR
235 235 BR2510 20250811 ... 11725 11485 BR
236 236 BR2511 20250811 ... 11735 11515 BR
237 237 BR2512 20250811 ... 11775 11545 BR
238 238 BR2601 20250811 ... 11800 11590 BR
239 239 BR2602 20250811 ... 11660 11575 BR
240 240 BR2603 20250811 ... 11810 11620 BR
241 241 BR2604 20250811 ... 11805 11645 BR
242 242 BR2605 20250811 ... 11895 11705 BR
243 243 BR2606 20250811 ... 11965 11730 BR
244 244 BR2607 20250811 ... 12035 11800 BR
245 245 RU2508 20250811 ... 14710 14560 RU
246 246 RU2509 20250811 ... 14715 14535 RU
247 247 RU2510 20250811 ... 14745 14560 RU
248 248 RU2511 20250811 ... 14760 14575 RU
249 249 RU2601 20250811 ... 15720 15500 RU
250 250 RU2603 20250811 ... 15810 15555 RU
251 251 RU2604 20250811 ... 15825 15590 RU
252 252 RU2605 20250811 ... 15810 15615 RU
253 253 RU2606 20250811 ... 15860 15615 RU
254 254 RU2607 20250811 ... 15880 15640 RU
255 255 NR2508 20250811 ... 12440 12295 NR
256 256 NR2509 20250811 ... 12520 12345 NR
257 257 NR2510 20250811 ... 12575 12405 NR
258 258 NR2511 20250811 ... 12620 12445 NR
259 259 NR2512 20250811 ... 12660 12460 NR
260 260 NR2601 20250811 ... 12705 12515 NR
261 261 NR2602 20250811 ... 12720 12535 NR
262 262 NR2603 20250811 ... 12745 12605 NR
263 263 NR2604 20250811 ... 12780 12615 NR
264 264 NR2605 20250811 ... 12765 12660 NR
265 265 NR2606 20250811 ... 12840 12745 NR
266 266 NR2607 20250811 ... 12755 12755 NR
267 267 SP2508 20250811 ... 5140 5120 SP
268 268 SP2509 20250811 ... 5192 5182 SP
269 269 SP2510 20250811 ... 5212 5200 SP
270 270 SP2511 20250811 ... 5226 5204 SP
271 271 SP2512 20250811 ... 5232 5208 SP
272 272 SP2601 20250811 ... 5460 5446 SP
273 273 SP2602 20250811 ... 5420 5418 SP
274 274 SP2603 20250811 ... 5440 5418 SP
275 275 SP2604 20250811 ... 5428 5430 SP
276 276 SP2605 20250811 ... 5436 5422 SP
277 277 SP2606 20250811 ... 5458 5426 SP
278 278 SP2607 20250811 ... 5434 5420 SP
279 279 EC2508 20250811 ... 2080.1 2072.5 EC
280 280 EC2510 20250811 ... 1438.9 1448 EC
281 281 EC2512 20250811 ... 1772.4 1768.7 EC
282 282 EC2602 20250811 ... 1536.5 1530.4 EC
283 283 EC2604 20250811 ... 1362.4 1361.1 EC
284 284 EC2606 20250811 ... 1499 1500.3 EC
285 286 SC_TAS2509 20250811 ... SC_TAS
286 287 SC_TAS2510 20250811 ... SC_TAS
287 288 SC_TAS2511 20250811 ... SC_TAS
288 289 SC_TAS2512 20250811 ... SC_TAS
[289 rows x 13 columns]
2025-08-12 18:26:22,417 - future_1d - INFO - ak.get_shfe_daily('2025-08-11') done
symbol date open ... settle pre_settle variety
0 SC2509 20250811 494.5 ... 492.5 496.4 SC
1 SC2510 20250811 493.5 ... 490.1 493 SC
2 SC2511 20250811 489.9 ... 485.8 488 SC
3 SC2512 20250811 485.3 ... 481.5 483.5 SC
4 SC2601 20250811 482.9 ... 478.6 481.4 SC
5 SC2602 20250811 480 ... 477 478.9 SC
6 SC2603 20250811 477.6 ... 474.1 476.1 SC
7 SC2604 20250811 475.4 ... 471.3 474.9 SC
8 SC2605 20250811 474.8 ... 469.4 473.3 SC
9 SC2606 20250811 472.4 ... 468.6 472.6 SC
10 SC2607 20250811 469.3 ... 464.9 472.5 SC
11 SC2608 20250811 468.2 ... 467.3 468.6 SC
12 SC2609 20250811 468.1 ... 466.8 468.7 SC
13 SC2612 20250811 462 ... 462 465.3 SC
14 SC2703 20250811 460 ... 460.4 465.9 SC
15 SC2706 20250811 461 ... 460.4 462.5 SC
16 SC2709 20250811 456.1 ... 457.7 462.1 SC
17 SC2712 20250811 ... 458.5 464 SC
18 SC2803 20250811 ... 456.7 460 SC
19 SC2806 20250811 455 ... 452.3 453.6 SC
21 LU2509 20250811 3461 ... 3452 3477 LU
22 LU2510 20250811 3480 ... 3469 3495 LU
23 LU2511 20250811 3470 ... 3469 3488 LU
24 LU2512 20250811 3463 ... 3454 3472 LU
25 LU2601 20250811 3443 ... 3432 3441 LU
26 LU2602 20250811 3415 ... 3404 3407 LU
27 LU2603 20250811 3412 ... 3400 3408 LU
28 LU2604 20250811 3407 ... 3396 3395 LU
29 LU2605 20250811 3407 ... 3405 3400 LU
30 LU2606 20250811 3410 ... 3403 3395 LU
31 LU2607 20250811 3405 ... 3395 3387 LU
32 LU2608 20250811 3396 ... 3387 3378 LU
34 NR2508 20250811 12430 ... 12440 12295 NR
35 NR2509 20250811 12425 ... 12520 12345 NR
36 NR2510 20250811 12475 ... 12575 12405 NR
37 NR2511 20250811 12485 ... 12620 12445 NR
38 NR2512 20250811 12550 ... 12660 12460 NR
39 NR2601 20250811 12595 ... 12705 12515 NR
40 NR2602 20250811 12735 ... 12720 12535 NR
41 NR2603 20250811 12740 ... 12745 12605 NR
42 NR2604 20250811 12800 ... 12780 12615 NR
43 NR2605 20250811 12840 ... 12765 12660 NR
44 NR2606 20250811 12880 ... 12840 12745 NR
45 NR2607 20250811 ... 12755 12755 NR
47 BC2508 20250811 ... 69300 69300 BC
48 BC2509 20250811 69690 ... 70120 69610 BC
49 BC2510 20250811 69730 ... 70170 69690 BC
50 BC2511 20250811 70600 ... 70450 69590 BC
51 BC2512 20250811 69940 ... 70240 69720 BC
52 BC2601 20250811 ... 70020 70020 BC
53 BC2602 20250811 ... 70000 70000 BC
54 BC2603 20250811 ... 70000 70000 BC
55 BC2604 20250811 ... 70000 70000 BC
56 BC2605 20250811 ... 70000 70000 BC
57 BC2606 20250811 ... 69340 69340 BC
58 BC2607 20250811 ... 68740 68670 BC
60 EC2508 20250811 2068.3 ... 2080.1 2072.5 EC
61 EC2510 20250811 1430.1 ... 1438.9 1448 EC
62 EC2512 20250811 1746 ... 1772.4 1768.7 EC
63 EC2602 20250811 1525 ... 1536.5 1530.4 EC
64 EC2604 20250811 1350.1 ... 1362.4 1361.1 EC
65 EC2606 20250811 1490.9 ... 1499 1500.3 EC
68 SC_TAS2509 20250811 ... SC_TAS
69 SC_TAS2510 20250811 ... SC_TAS
70 SC_TAS2511 20250811 ... SC_TAS
71 SC_TAS2512 20250811 ... SC_TAS
[66 rows x 12 columns]
2025-08-12 18:26:22,488 - future_1d - INFO - ak.get_ine_daily('2025-08-11') done
symbol date open ... settle pre_settle variety
0 IC2508 20250811 6317.400 ... 6376.200 6304.000 IC
1 IC2509 20250811 6254.000 ... 6309.600 6232.000 IC
2 IC2512 20250811 6092.600 ... 6154.600 6073.000 IC
3 IC2603 20250811 5958.800 ... 6018.800 5934.600 IC
4 IF2508 20250811 4101.200 ... 4123.000 4101.000 IF
5 IF2509 20250811 4089.400 ... 4110.200 4087.400 IF
6 IF2512 20250811 4060.000 ... 4081.200 4055.800 IF
7 IF2603 20250811 4025.000 ... 4048.800 4022.200 IF
8 IH2508 20250811 2787.800 ... 2792.400 2788.000 IH
9 IH2509 20250811 2789.000 ... 2792.600 2789.200 IH
10 IH2512 20250811 2793.400 ... 2793.600 2789.400 IH
11 IH2603 20250811 2789.800 ... 2793.200 2787.600 IH
12 IM2508 20250811 6828.400 ... 6933.000 6819.400 IM
13 IM2509 20250811 6759.800 ... 6862.400 6742.800 IM
14 IM2512 20250811 6569.000 ... 6674.400 6550.800 IM
15 IM2603 20250811 6370.400 ... 6492.800 6369.800 IM
16 T2509 20250811 108.590 ... 108.465 108.610 T
17 T2512 20250811 108.495 ... 108.365 108.505 T
18 T2603 20250811 108.275 ... 108.170 108.310 T
19 TF2509 20250811 105.800 ... 105.720 105.820 TF
20 TF2512 20250811 105.825 ... 105.755 105.875 TF
21 TF2603 20250811 105.870 ... 105.785 105.900 TF
22 TL2509 20250811 119.140 ... 118.510 119.250 TL
23 TL2512 20250811 118.800 ... 118.090 118.880 TL
24 TL2603 20250811 118.450 ... 117.790 118.550 TL
25 TS2509 20250811 102.374 ... 102.354 102.370 TS
26 TS2512 20250811 102.440 ... 102.396 102.436 TS
27 TS2603 20250811 102.390 ... 102.372 102.408 TS
[28 rows x 12 columns]
2025-08-12 18:26:22,670 - future_1d - INFO - ak.get_cffex_daily('2025-08-11') done
symbol date open ... settle pre_settle variety
0 PS2508 20250811 0.0 ... 50505.0 50505.0 PS
1 PS2509 20250811 52000.0 ... 51425.0 49725.0 PS
2 PS2510 20250811 51230.0 ... 51535.0 49800.0 PS
3 PS2511 20250811 50600.0 ... 51445.0 49825.0 PS
4 PS2512 20250811 53000.0 ... 53435.0 52890.0 PS
5 PS2601 20250811 53650.0 ... 53615.0 52975.0 PS
6 PS2602 20250811 54000.0 ... 54005.0 53360.0 PS
7 PS2603 20250811 52355.0 ... 54190.0 53405.0 PS
8 PS2604 20250811 52440.0 ... 54525.0 53580.0 PS
9 PS2605 20250811 53355.0 ... 54115.0 53325.0 PS
10 PS2606 20250811 56485.0 ... 56955.0 56465.0 PS
11 PS2607 20250811 56895.0 ... 57055.0 56660.0 PS
13 SI2508 20250811 8895.0 ... 8860.0 8645.0 SI
14 SI2509 20250811 8705.0 ... 8895.0 8555.0 SI
15 SI2510 20250811 8410.0 ... 8900.0 8575.0 SI
16 SI2511 20250811 8760.0 ... 8940.0 8585.0 SI
17 SI2512 20250811 9125.0 ... 9255.0 8890.0 SI
18 SI2601 20250811 8980.0 ... 9230.0 8880.0 SI
19 SI2602 20250811 9105.0 ... 9210.0 8860.0 SI
20 SI2603 20250811 9020.0 ... 9240.0 8890.0 SI
21 SI2604 20250811 9060.0 ... 9250.0 8915.0 SI
22 SI2605 20250811 9070.0 ... 9265.0 8930.0 SI
23 SI2606 20250811 9165.0 ... 9280.0 8910.0 SI
24 SI2607 20250811 9200.0 ... 9295.0 8935.0 SI
27 LC2508 20250811 79000.0 ... 77680.0 74160.0 LC
28 LC2509 20250811 80560.0 ... 80540.0 74600.0 LC
29 LC2510 20250811 80920.0 ... 80820.0 74940.0 LC
30 LC2511 20250811 81000.0 ... 80900.0 75000.0 LC
31 LC2512 20250811 81100.0 ... 81100.0 75100.0 LC
32 LC2601 20250811 80960.0 ... 80960.0 74980.0 LC
33 LC2602 20250811 81080.0 ... 81360.0 75360.0 LC
34 LC2603 20250811 80880.0 ... 80880.0 74900.0 LC
35 LC2604 20250811 79940.0 ... 80160.0 74300.0 LC
36 LC2605 20250811 80300.0 ... 80280.0 74360.0 LC
37 LC2606 20250811 80220.0 ... 80200.0 74280.0 LC
38 LC2607 20250811 80400.0 ... 80520.0 74640.0 LC
[36 rows x 12 columns]
2025-08-12 18:26:22,837 - future_1d - INFO - ak.get_gfex_daily('2025-08-11') done
2025-08-12 18:26:24,559 - future_1d - INFO - save future_daily 2025-08-11 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250812 8145.0 8198.0 ... 291104.27 8164.0 8125.0 AP
1 AP511 20250812 7828.0 7902.0 ... 2403.13 7879.0 7850.0 AP
2 AP512 20250812 7915.0 7922.0 ... 261.04 7910.0 7873.0 AP
3 AP601 20250812 7920.0 7994.0 ... 27343.68 7967.0 7957.0 AP
4 AP603 20250812 7802.0 7906.0 ... 141.85 7880.0 7852.0 AP
5 AP604 20250812 7917.0 7950.0 ... 95.11 7926.0 7895.0 AP
6 AP605 20250812 7892.0 8010.0 ... 638.49 7981.0 7962.0 AP
7 CF509 20250812 13695.0 13740.0 ... 656350.85 13715.0 13700.0 CF
8 CF511 20250812 13770.0 13855.0 ... 183711.05 13810.0 13760.0 CF
9 CF601 20250812 13880.0 13990.0 ... 1283189.33 13935.0 13870.0 CF
10 CF603 20250812 13860.0 13940.0 ... 1666.02 13885.0 13820.0 CF
11 CF605 20250812 13820.0 13920.0 ... 62525.84 13875.0 13825.0 CF
12 CF607 20250812 13865.0 13925.0 ... 416.79 13895.0 13830.0 CF
13 CJ509 20250812 10515.0 10515.0 ... 38498.22 10400.0 10490.0 CJ
14 CJ512 20250812 11505.0 11525.0 ... 15244.95 11420.0 11525.0 CJ
15 CJ601 20250812 11640.0 11645.0 ... 1101582.32 11545.0 11655.0 CJ
16 CJ603 20250812 11715.0 11735.0 ... 17394.80 11605.0 11730.0 CJ
17 CJ605 20250812 11835.0 11845.0 ... 194585.72 11740.0 11845.0 CJ
18 CJ607 20250812 12050.0 12050.0 ... 1444.04 11935.0 12015.0 CJ
19 CY508 20250812 0.0 0.0 ... 0.00 20160.0 19955.0 CY
20 CY509 20250812 19915.0 20000.0 ... 5050.78 19965.0 19925.0 CY
21 CY510 20250812 20500.0 20500.0 ... 10.25 20500.0 20015.0 CY
22 CY511 20250812 19810.0 20030.0 ... 77386.98 19920.0 19715.0 CY
23 CY512 20250812 19660.0 19660.0 ... 19.66 19660.0 19650.0 CY
24 CY601 20250812 19850.0 19995.0 ... 2049.40 19895.0 19755.0 CY
25 CY602 20250812 0.0 0.0 ... 0.00 20015.0 20015.0 CY
26 CY603 20250812 20320.0 20320.0 ... 10.16 20320.0 20180.0 CY
27 CY604 20250812 0.0 0.0 ... 0.00 20030.0 20030.0 CY
28 CY605 20250812 20170.0 20170.0 ... 30.14 20095.0 19955.0 CY
29 CY606 20250812 0.0 0.0 ... 0.00 20010.0 20010.0 CY
30 CY607 20250812 0.0 0.0 ... 0.00 20285.0 20280.0 CY
31 FG508 20250812 1050.0 1050.0 ... 104.40 1044.0 1056.0 FG
32 FG509 20250812 1067.0 1092.0 ... 3007612.69 1067.0 1068.0 FG
33 FG510 20250812 1160.0 1196.0 ... 206394.46 1172.0 1163.0 FG
34 FG511 20250812 1158.0 1189.0 ... 279350.69 1164.0 1155.0 FG
35 FG512 20250812 1228.0 1276.0 ... 135596.54 1243.0 1227.0 FG
36 FG601 20250812 1216.0 1270.0 ... 6050472.04 1233.0 1214.0 FG
37 FG602 20250812 1232.0 1318.0 ... 3098.06 1276.0 1266.0 FG
38 FG603 20250812 1271.0 1318.0 ... 3186.21 1287.0 1264.0 FG
39 FG604 20250812 1312.0 1360.0 ... 1729.30 1332.0 1309.0 FG
40 FG605 20250812 1307.0 1357.0 ... 99309.10 1322.0 1303.0 FG
41 FG606 20250812 1337.0 1374.0 ... 2745.81 1345.0 1325.0 FG
42 FG607 20250812 1332.0 1369.0 ... 1729.84 1341.0 1322.0 FG
43 JR509 20250812 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250812 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250812 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250812 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250812 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250812 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250812 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250812 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250812 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA508 20250812 0.0 0.0 ... 0.00 2338.0 2337.0 MA
53 MA509 20250812 2393.0 2397.0 ... 655315.68 2386.0 2385.0 MA
54 MA510 20250812 2419.0 2427.0 ... 112728.89 2415.0 2413.0 MA
55 MA511 20250812 2442.0 2448.0 ... 146040.81 2435.0 2434.0 MA
56 MA512 20250812 2473.0 2480.0 ... 42106.69 2469.0 2464.0 MA
57 MA601 20250812 2485.0 2498.0 ... 491117.93 2486.0 2479.0 MA
58 MA602 20250812 2489.0 2496.0 ... 69.71 2490.0 2483.0 MA
59 MA603 20250812 2484.0 2495.0 ... 301.43 2491.0 2479.0 MA
60 MA604 20250812 2468.0 2487.0 ... 17.34 2477.0 2469.0 MA
61 MA605 20250812 2451.0 2462.0 ... 15214.47 2452.0 2443.0 MA
62 MA606 20250812 2461.0 2466.0 ... 4.93 2464.0 2448.0 MA
63 MA607 20250812 2447.0 2458.0 ... 281.97 2452.0 2439.0 MA
64 OI509 20250812 9609.0 9848.0 ... 2633146.82 9708.0 9560.0 OI
65 OI511 20250812 9630.0 9868.0 ... 389541.77 9733.0 9582.0 OI
66 OI601 20250812 9605.0 9850.0 ... 2639172.88 9711.0 9557.0 OI
67 OI603 20250812 9566.0 9790.0 ... 4865.99 9655.0 9511.0 OI
68 OI605 20250812 9472.0 9688.0 ... 28787.92 9570.0 9422.0 OI
69 OI607 20250812 9458.0 9649.0 ... 324.99 9558.0 9430.0 OI
70 PF508 20250812 6300.0 6312.0 ... 204.84 6304.0 6300.0 PF
71 PF509 20250812 6368.0 6382.0 ... 57395.29 6354.0 6346.0 PF
72 PF510 20250812 6426.0 6460.0 ... 417880.06 6428.0 6416.0 PF
73 PF511 20250812 6416.0 6456.0 ... 276878.91 6422.0 6412.0 PF
74 PF512 20250812 6412.0 6456.0 ... 94565.90 6426.0 6414.0 PF
75 PF601 20250812 6428.0 6462.0 ... 10190.85 6434.0 6420.0 PF
76 PF602 20250812 6442.0 6478.0 ... 48.40 6454.0 6454.0 PF
77 PF603 20250812 6442.0 6496.0 ... 35.60 6472.0 6468.0 PF
78 PF604 20250812 6488.0 6502.0 ... 35.73 6496.0 6494.0 PF
79 PF605 20250812 6510.0 6524.0 ... 29.33 6520.0 6512.0 PF
80 PF606 20250812 0.0 0.0 ... 0.00 6528.0 6522.0 PF
81 PF607 20250812 6530.0 6530.0 ... 3.27 6530.0 6560.0 PF
82 PK510 20250812 8086.0 8090.0 ... 115616.53 8078.0 8076.0 PK
83 PK511 20250812 7932.0 7948.0 ... 131027.89 7930.0 7928.0 PK
84 PK512 20250812 7946.0 7960.0 ... 30842.18 7944.0 7936.0 PK
85 PK601 20250812 7952.0 7974.0 ... 12223.75 7956.0 7956.0 PK
86 PK603 20250812 7962.0 7962.0 ... 59.69 7960.0 7968.0 PK
87 PK604 20250812 7948.0 7966.0 ... 51.73 7960.0 7968.0 PK
88 PK605 20250812 7958.0 7968.0 ... 1404.19 7956.0 7964.0 PK
89 PL601 20250812 6517.0 6560.0 ... 18878.95 6513.0 6478.0 PL
90 PL602 20250812 6560.0 6575.0 ... 564.69 6566.0 6515.0 PL
91 PL603 20250812 6510.0 6530.0 ... 417.24 6519.0 6471.0 PL
92 PL604 20250812 0.0 0.0 ... 0.00 6515.0 6490.0 PL
93 PL605 20250812 6403.0 6435.0 ... 128.45 6423.0 6397.0 PL
94 PL606 20250812 0.0 0.0 ... 0.00 6489.0 6488.0 PL
95 PL607 20250812 0.0 0.0 ... 0.00 6477.0 6477.0 PL
96 PM509 20250812 0.0 0.0 ... 0.00 3122.0 3122.0 PM
97 PM511 20250812 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250812 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250812 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250812 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250812 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PR508 20250812 5922.0 5922.0 ... 2513.89 5922.0 5922.0 PR
103 PR509 20250812 5902.0 5922.0 ... 29406.76 5902.0 5888.0 PR
104 PR510 20250812 5950.0 5978.0 ... 151460.76 5954.0 5938.0 PR
105 PR511 20250812 5948.0 5984.0 ... 185640.50 5960.0 5940.0 PR
106 PR512 20250812 5946.0 5988.0 ... 63086.15 5966.0 5946.0 PR
107 PR601 20250812 5968.0 5992.0 ... 546.40 5972.0 5952.0 PR
108 PR602 20250812 0.0 0.0 ... 0.00 5998.0 5970.0 PR
109 PR603 20250812 0.0 0.0 ... 0.00 6000.0 5972.0 PR
110 PR604 20250812 0.0 0.0 ... 0.00 5992.0 5980.0 PR
111 PR605 20250812 0.0 0.0 ... 0.00 6010.0 5986.0 PR
112 PR606 20250812 0.0 0.0 ... 0.00 5996.0 5978.0 PR
113 PR607 20250812 0.0 0.0 ... 0.00 6004.0 5986.0 PR
114 PX508 20250812 0.0 0.0 ... 0.00 6792.0 6770.0 PX
115 PX509 20250812 6792.0 6858.0 ... 234305.92 6808.0 6770.0 PX
116 PX510 20250812 6768.0 6830.0 ... 110567.50 6786.0 6760.0 PX
117 PX511 20250812 6752.0 6810.0 ... 280442.09 6764.0 6742.0 PX
118 PX512 20250812 6744.0 6800.0 ... 70607.16 6754.0 6740.0 PX
119 PX601 20250812 6728.0 6778.0 ... 89618.73 6744.0 6716.0 PX
120 PX602 20250812 0.0 0.0 ... 0.00 6738.0 6714.0 PX
121 PX603 20250812 0.0 0.0 ... 0.00 6732.0 6690.0 PX
122 PX604 20250812 0.0 0.0 ... 0.00 6732.0 6706.0 PX
123 PX605 20250812 6720.0 6758.0 ... 114.54 6738.0 6708.0 PX
124 PX606 20250812 6758.0 6758.0 ... 3.38 6758.0 6694.0 PX
125 PX607 20250812 6766.0 6766.0 ... 3.38 6766.0 6720.0 PX
126 RI509 20250812 0.0 0.0 ... 0.00 2479.0 2479.0 RI
127 RI511 20250812 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250812 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250812 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250812 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250812 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RM508 20250812 0.0 0.0 ... 0.00 2654.0 2718.0 RM
133 RM509 20250812 2701.0 2711.0 ... 1767998.94 2662.0 2735.0 RM
134 RM511 20250812 2541.0 2622.0 ... 43485.76 2578.0 2568.0 RM
135 RM601 20250812 2442.0 2566.0 ... 1527735.27 2488.0 2464.0 RM
136 RM603 20250812 2417.0 2509.0 ... 46565.01 2456.0 2428.0 RM
137 RM605 20250812 2397.0 2470.0 ... 154151.60 2435.0 2405.0 RM
138 RM607 20250812 2388.0 2447.0 ... 8797.52 2416.0 2389.0 RM
139 RS508 20250812 0.0 0.0 ... 0.00 4927.0 4974.0 RS
140 RS509 20250812 5010.0 5036.0 ... 20.09 5023.0 5035.0 RS
141 RS511 20250812 5127.0 5127.0 ... 61.19 5099.0 5148.0 RS
142 RS607 20250812 0.0 0.0 ... 0.00 5596.0 5596.0 RS
143 SA508 20250812 1235.0 1280.0 ... 99.80 1248.0 1234.0 SA
144 SA509 20250812 1252.0 1312.0 ... 1695268.07 1282.0 1247.0 SA
145 SA510 20250812 1278.0 1340.0 ... 577358.61 1299.0 1276.0 SA
146 SA511 20250812 1286.0 1349.0 ... 735496.58 1311.0 1284.0 SA
147 SA512 20250812 1337.0 1418.0 ... 180043.43 1378.0 1333.0 SA
148 SA601 20250812 1345.0 1429.0 ... 8979866.17 1388.0 1338.0 SA
149 SA602 20250812 1354.0 1444.0 ... 14132.48 1400.0 1349.0 SA
150 SA603 20250812 1360.0 1455.0 ... 16454.63 1408.0 1354.0 SA
151 SA604 20250812 1399.0 1488.0 ... 8955.34 1437.0 1393.0 SA
152 SA605 20250812 1403.0 1501.0 ... 306013.73 1443.0 1399.0 SA
153 SA606 20250812 1409.0 1500.0 ... 4084.44 1441.0 1403.0 SA
154 SA607 20250812 1407.0 1492.0 ... 4786.95 1440.0 1398.0 SA
155 SF508 20250812 0.0 0.0 ... 0.00 5792.0 5792.0 SF
156 SF509 20250812 5850.0 5900.0 ... 580953.87 5854.0 5808.0 SF
157 SF510 20250812 5840.0 5888.0 ... 283999.97 5846.0 5800.0 SF
158 SF511 20250812 6032.0 6076.0 ... 580896.72 6038.0 5998.0 SF
159 SF512 20250812 6042.0 6070.0 ... 43472.11 6030.0 5994.0 SF
160 SF601 20250812 6030.0 6068.0 ... 156936.39 6032.0 5992.0 SF
161 SF602 20250812 6000.0 6022.0 ... 380.33 5990.0 5950.0 SF
162 SF603 20250812 6180.0 6212.0 ... 259.28 6174.0 6130.0 SF
163 SF604 20250812 6192.0 6192.0 ... 18.48 6162.0 6100.0 SF
164 SF605 20250812 6140.0 6188.0 ... 1282.68 6152.0 6100.0 SF
165 SF606 20250812 6088.0 6120.0 ... 88.20 6084.0 6030.0 SF
166 SF607 20250812 6214.0 6258.0 ... 164.71 6216.0 6158.0 SF
167 SH508 20250812 0.0 0.0 ... 0.00 2356.0 2345.0 SH
168 SH509 20250812 2494.0 2517.0 ... 1106149.99 2493.0 2481.0 SH
169 SH510 20250812 2590.0 2630.0 ... 418125.73 2604.0 2576.0 SH
170 SH511 20250812 2600.0 2644.0 ... 541847.63 2617.0 2574.0 SH
171 SH512 20250812 2615.0 2661.0 ... 138951.95 2639.0 2589.0 SH
172 SH601 20250812 2600.0 2645.0 ... 800222.65 2621.0 2570.0 SH
173 SH602 20250812 2618.0 2660.0 ... 634.07 2642.0 2587.0 SH
174 SH603 20250812 2626.0 2684.0 ... 524.44 2649.0 2600.0 SH
175 SH604 20250812 2672.0 2731.0 ... 363.46 2692.0 2654.0 SH
176 SH605 20250812 2677.0 2729.0 ... 7698.33 2704.0 2661.0 SH
177 SH606 20250812 2694.0 2745.0 ... 350.30 2715.0 2679.0 SH
178 SH607 20250812 2684.0 2727.0 ... 65.08 2712.0 2673.0 SH
179 SM508 20250812 6120.0 6120.0 ... 792.07 6116.0 6082.0 SM
180 SM509 20250812 6130.0 6152.0 ... 791499.01 6114.0 6100.0 SM
181 SM510 20250812 6138.0 6166.0 ... 152913.93 6120.0 6110.0 SM
182 SM511 20250812 6224.0 6234.0 ... 213831.85 6192.0 6178.0 SM
183 SM512 20250812 6206.0 6244.0 ... 37887.92 6206.0 6184.0 SM
184 SM601 20250812 6224.0 6248.0 ... 418825.26 6210.0 6192.0 SM
185 SM602 20250812 6196.0 6238.0 ... 279.16 6204.0 6188.0 SM
186 SM603 20250812 6208.0 6260.0 ... 196.03 6224.0 6202.0 SM
187 SM604 20250812 6218.0 6248.0 ... 24.91 6228.0 6210.0 SM
188 SM605 20250812 6256.0 6290.0 ... 5306.91 6254.0 6228.0 SM
189 SM606 20250812 6260.0 6284.0 ... 93.95 6264.0 6224.0 SM
190 SM607 20250812 6240.0 6304.0 ... 94.05 6270.0 6232.0 SM
191 SR509 20250812 5688.0 5711.0 ... 315917.12 5690.0 5680.0 SR
192 SR511 20250812 5600.0 5628.0 ... 109098.34 5608.0 5594.0 SR
193 SR601 20250812 5580.0 5612.0 ... 881478.20 5589.0 5574.0 SR
194 SR603 20250812 5553.0 5584.0 ... 4859.66 5567.0 5548.0 SR
195 SR605 20250812 5535.0 5565.0 ... 30870.22 5545.0 5530.0 SR
196 SR607 20250812 5535.0 5564.0 ... 1957.36 5545.0 5529.0 SR
197 TA508 20250812 4700.0 4710.0 ... 5842.14 4700.0 4690.0 TA
198 TA509 20250812 4724.0 4742.0 ... 866621.23 4718.0 4708.0 TA
199 TA510 20250812 4728.0 4766.0 ... 97869.48 4742.0 4726.0 TA
200 TA511 20250812 4742.0 4772.0 ... 94757.94 4742.0 4734.0 TA
201 TA512 20250812 4746.0 4776.0 ... 56329.63 4744.0 4736.0 TA
202 TA601 20250812 4748.0 4778.0 ... 615082.31 4752.0 4732.0 TA
203 TA602 20250812 4740.0 4774.0 ... 488.09 4762.0 4738.0 TA
204 TA603 20250812 4760.0 4770.0 ... 78.60 4764.0 4742.0 TA
205 TA604 20250812 4760.0 4800.0 ... 21.54 4788.0 4764.0 TA
206 TA605 20250812 4788.0 4820.0 ... 11524.12 4792.0 4772.0 TA
207 TA606 20250812 4818.0 4822.0 ... 12.05 4818.0 4778.0 TA
208 TA607 20250812 4836.0 4836.0 ... 7.25 4834.0 4774.0 TA
209 UR508 20250812 1717.0 1722.0 ... 601.94 1720.0 1705.0 UR
210 UR509 20250812 1722.0 1733.0 ... 315689.22 1726.0 1718.0 UR
211 UR510 20250812 1731.0 1740.0 ... 32650.00 1734.0 1726.0 UR
212 UR511 20250812 1752.0 1759.0 ... 36834.99 1753.0 1751.0 UR
213 UR512 20250812 1750.0 1761.0 ... 990.56 1756.0 1750.0 UR
214 UR601 20250812 1755.0 1765.0 ... 295615.08 1756.0 1748.0 UR
215 UR602 20250812 1752.0 1760.0 ... 245.56 1754.0 1746.0 UR
216 UR603 20250812 1791.0 1794.0 ... 85.86 1789.0 1780.0 UR
217 UR604 20250812 1794.0 1798.0 ... 35.92 1796.0 1783.0 UR
218 UR605 20250812 1793.0 1803.0 ... 8360.65 1795.0 1786.0 UR
219 UR606 20250812 1785.0 1795.0 ... 211.24 1790.0 1778.0 UR
220 UR607 20250812 1796.0 1800.0 ... 338.01 1798.0 1787.0 UR
221 WH509 20250812 0.0 0.0 ... 0.00 3198.0 3198.0 WH
222 WH511 20250812 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250812 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250812 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250812 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250812 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 ZC509 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC510 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250812 0.0 0.0 ... 0.00 801.4 801.4 ZC
[239 rows x 12 columns]
2025-08-12 18:26:32,976 - future_1d - INFO - ak.get_czce_daily('2025-08-12') done
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1036, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 567, in get_dce_daily
data_df = pd.read_excel(BytesIO(r.content), header=1)
File "/usr/local/lib/python3.10/site-packages/pandas/io/excel/_base.py", line 495, in read_excel
io = ExcelFile(
File "/usr/local/lib/python3.10/site-packages/pandas/io/excel/_base.py", line 1554, in __init__
raise ValueError(
ValueError: Excel file format cannot be determined, you must specify an engine manually.
An error occurred: Excel file format cannot be determined, you must specify an engine manually.
2025-08-12 18:26:33,169 - future_1d - INFO - ak.get_dce_daily('2025-08-12') failed
index symbol date ... settle pre_settle variety
0 0 CU2508 20250812 ... 78940 78960 CU
1 1 CU2509 20250812 ... 78940 78920 CU
2 2 CU2510 20250812 ... 78970 78930 CU
3 3 CU2511 20250812 ... 78960 78910 CU
4 4 CU2512 20250812 ... 78940 78920 CU
5 5 CU2601 20250812 ... 78920 78890 CU
6 6 CU2602 20250812 ... 78880 78920 CU
7 7 CU2603 20250812 ... 78920 78860 CU
8 8 CU2604 20250812 ... 78920 78900 CU
9 9 CU2605 20250812 ... 78900 78870 CU
10 10 CU2606 20250812 ... 78920 78860 CU
11 11 CU2607 20250812 ... 78950 78790 CU
12 12 BC2508 20250812 ... 69300 69300 BC
13 13 BC2509 20250812 ... 70120 70120 BC
14 14 BC2510 20250812 ... 70220 70170 BC
15 15 BC2511 20250812 ... 70270 70450 BC
16 16 BC2512 20250812 ... 69990 70240 BC
17 17 BC2601 20250812 ... 70020 70020 BC
18 18 BC2602 20250812 ... 70000 70000 BC
19 19 BC2603 20250812 ... 70000 70000 BC
20 20 BC2604 20250812 ... 70000 70000 BC
21 21 BC2605 20250812 ... 70000 70000 BC
22 22 BC2606 20250812 ... 69340 69340 BC
23 23 BC2607 20250812 ... 68740 68740 BC
24 24 AL2508 20250812 ... 20665 20690 AL
25 25 AL2509 20250812 ... 20660 20675 AL
26 26 AL2510 20250812 ... 20645 20655 AL
27 27 AL2511 20250812 ... 20625 20615 AL
28 28 AL2512 20250812 ... 20575 20570 AL
29 29 AL2601 20250812 ... 20560 20550 AL
30 30 AL2602 20250812 ... 20565 20550 AL
31 31 AL2603 20250812 ... 20605 20585 AL
32 32 AL2604 20250812 ... 20615 20600 AL
33 33 AL2605 20250812 ... 20610 20615 AL
34 34 AL2606 20250812 ... 20620 20625 AL
35 35 AL2607 20250812 ... 20650 20630 AL
36 36 ZN2508 20250812 ... 22545 22565 ZN
37 37 ZN2509 20250812 ... 22545 22560 ZN
38 38 ZN2510 20250812 ... 22570 22585 ZN
39 39 ZN2511 20250812 ... 22585 22600 ZN
40 40 ZN2512 20250812 ... 22560 22595 ZN
41 41 ZN2601 20250812 ... 22535 22550 ZN
42 42 ZN2602 20250812 ... 22495 22545 ZN
43 43 ZN2603 20250812 ... 22505 22520 ZN
44 44 ZN2604 20250812 ... 22540 22535 ZN
45 45 ZN2605 20250812 ... 22530 22555 ZN
46 46 ZN2606 20250812 ... 22510 22535 ZN
47 47 ZN2607 20250812 ... 22510 22520 ZN
48 48 PB2508 20250812 ... 16875 16845 PB
49 49 PB2509 20250812 ... 16920 16885 PB
50 50 PB2510 20250812 ... 16930 16895 PB
51 51 PB2511 20250812 ... 16955 16920 PB
52 52 PB2512 20250812 ... 16955 16950 PB
53 53 PB2601 20250812 ... 16990 16975 PB
54 54 PB2602 20250812 ... 17000 17000 PB
55 55 PB2603 20250812 ... 17030 17030 PB
56 56 PB2604 20250812 ... 17030 17000 PB
57 57 PB2605 20250812 ... 17075 16985 PB
58 58 PB2606 20250812 ... 17075 17020 PB
59 59 PB2607 20250812 ... 17060 17060 PB
60 60 NI2508 20250812 ... 121980 121670 NI
61 61 NI2509 20250812 ... 122630 121630 NI
62 62 NI2510 20250812 ... 122780 121840 NI
63 63 NI2511 20250812 ... 123030 122060 NI
64 64 NI2512 20250812 ... 123270 122310 NI
65 65 NI2601 20250812 ... 123480 122550 NI
66 66 NI2602 20250812 ... 123680 123080 NI
67 67 NI2603 20250812 ... 124050 123270 NI
68 68 NI2604 20250812 ... 124260 123570 NI
69 69 NI2605 20250812 ... 124570 123750 NI
70 70 NI2606 20250812 ... 124840 124100 NI
71 71 NI2607 20250812 ... 125050 124380 NI
72 72 SN2508 20250812 ... 268890 267200 SN
73 73 SN2509 20250812 ... 270410 267960 SN
74 74 SN2510 20250812 ... 270600 268200 SN
75 75 SN2511 20250812 ... 270550 268170 SN
76 76 SN2512 20250812 ... 270460 268250 SN
77 77 SN2601 20250812 ... 270640 268540 SN
78 78 SN2602 20250812 ... 270740 268300 SN
79 79 SN2603 20250812 ... 271330 269240 SN
80 80 SN2604 20250812 ... 271490 269640 SN
81 81 SN2605 20250812 ... 271490 269900 SN
82 82 SN2606 20250812 ... 270900 269740 SN
83 83 SN2607 20250812 ... 270450 269050 SN
84 84 AO2508 20250812 ... 3216 3172 AO
85 85 AO2509 20250812 ... 3260 3176 AO
86 86 AO2510 20250812 ... 3269 3182 AO
87 87 AO2511 20250812 ... 3271 3194 AO
88 88 AO2512 20250812 ... 3294 3203 AO
89 89 AO2601 20250812 ... 3311 3211 AO
90 90 AO2602 20250812 ... 3314 3208 AO
91 91 AO2603 20250812 ... 3323 3210 AO
92 92 AO2604 20250812 ... 3323 3218 AO
93 93 AO2605 20250812 ... 3321 3218 AO
94 94 AO2606 20250812 ... 3311 3220 AO
95 95 AO2607 20250812 ... 3318 3211 AO
96 96 AD2511 20250812 ... 20090 20105 AD
97 97 AD2512 20250812 ... 20085 20100 AD
98 98 AD2601 20250812 ... 20070 20045 AD
99 99 AD2602 20250812 ... 19955 19950 AD
100 100 AD2603 20250812 ... 19940 19940 AD
101 101 AD2604 20250812 ... 19920 19925 AD
102 102 AD2605 20250812 ... 19785 19845 AD
103 103 AD2606 20250812 ... 19745 19825 AD
104 104 AD2607 20250812 ... 19830 19830 AD
105 105 AU2508 20250812 ... 775.08 783.02 AU
106 106 AU2509 20250812 ... 775.98 783.54 AU
107 107 AU2510 20250812 ... 777.1 784.8 AU
108 108 AU2512 20250812 ... 779.2 786.54 AU
109 109 AU2602 20250812 ... 781.38 788.76 AU
110 110 AU2604 20250812 ... 783.54 790.9 AU
111 111 AU2606 20250812 ... 785.82 792.56 AU
112 112 AU2608 20250812 ... 787.96 794.88 AU
113 113 AG2508 20250812 ... 9154 9220 AG
114 114 AG2509 20250812 ... 9158 9230 AG
115 115 AG2510 20250812 ... 9169 9244 AG
116 116 AG2511 20250812 ... 9184 9255 AG
117 117 AG2512 20250812 ... 9196 9263 AG
118 118 AG2601 20250812 ... 9206 9277 AG
119 119 AG2602 20250812 ... 9219 9292 AG
120 120 AG2603 20250812 ... 9230 9294 AG
121 121 AG2604 20250812 ... 9244 9313 AG
122 122 AG2605 20250812 ... 9255 9324 AG
123 123 AG2606 20250812 ... 9271 9332 AG
124 124 AG2607 20250812 ... 9283 9343 AG
125 125 RB2508 20250812 ... 3215 3200 RB
126 126 RB2509 20250812 ... 3228 3203 RB
127 127 RB2510 20250812 ... 3252 3227 RB
128 128 RB2511 20250812 ... 3271 3244 RB
129 129 RB2512 20250812 ... 3310 3280 RB
130 130 RB2601 20250812 ... 3328 3295 RB
131 131 RB2602 20250812 ... 3324 3294 RB
132 132 RB2603 20250812 ... 3338 3308 RB
133 133 RB2604 20250812 ... 3348 3323 RB
134 134 RB2605 20250812 ... 3356 3321 RB
135 135 RB2606 20250812 ... 3370 3332 RB
136 136 RB2607 20250812 ... 3368 3340 RB
137 137 WR2508 20250812 ... 3212 3212 WR
138 138 WR2509 20250812 ... 3342 3342 WR
139 139 WR2510 20250812 ... 3473 3447 WR
140 140 WR2511 20250812 ... 3480 3480 WR
141 141 WR2512 20250812 ... 3499 3499 WR
142 142 WR2601 20250812 ... 3496 3436 WR
143 143 WR2602 20250812 ... 3523 3523 WR
144 144 WR2603 20250812 ... 3550 3550 WR
145 145 WR2604 20250812 ... 3550 3550 WR
146 146 WR2605 20250812 ... 3479 3478 WR
147 147 WR2606 20250812 ... 3599 3599 WR
148 148 WR2607 20250812 ... 3648 3634 WR
149 149 HC2508 20250812 ... 3436 3436 HC
150 150 HC2509 20250812 ... 3488 3456 HC
151 151 HC2510 20250812 ... 3474 3436 HC
152 152 HC2511 20250812 ... 3469 3433 HC
153 153 HC2512 20250812 ... 3472 3436 HC
154 154 HC2601 20250812 ... 3470 3435 HC
155 155 HC2602 20250812 ... 3470 3434 HC
156 156 HC2603 20250812 ... 3469 3436 HC
157 157 HC2604 20250812 ... 3477 3441 HC
158 158 HC2605 20250812 ... 3478 3437 HC
159 159 HC2606 20250812 ... 3481 3451 HC
160 160 HC2607 20250812 ... 3479 3445 HC
161 161 SS2508 20250812 ... 13150 13030 SS
162 162 SS2509 20250812 ... 13135 13075 SS
163 163 SS2510 20250812 ... 13215 13150 SS
164 164 SS2511 20250812 ... 13260 13200 SS
165 165 SS2512 20250812 ... 13305 13250 SS
166 166 SS2601 20250812 ... 13365 13295 SS
167 167 SS2602 20250812 ... 13380 13360 SS
168 168 SS2603 20250812 ... 13440 13390 SS
169 169 SS2604 20250812 ... 13485 13415 SS
170 170 SS2605 20250812 ... 13535 13455 SS
171 171 SS2606 20250812 ... 13560 13480 SS
172 172 SS2607 20250812 ... 13595 13545 SS
173 173 SC2509 20250812 ... 494.3 492.5 SC
174 174 SC2510 20250812 ... 492.6 490.1 SC
175 175 SC2511 20250812 ... 489.7 485.8 SC
176 176 SC2512 20250812 ... 485.5 481.5 SC
177 177 SC2601 20250812 ... 482.5 478.6 SC
178 178 SC2602 20250812 ... 479.9 477 SC
179 179 SC2603 20250812 ... 477.9 474.1 SC
180 180 SC2604 20250812 ... 475.7 471.3 SC
181 181 SC2605 20250812 ... 474.2 469.4 SC
182 182 SC2606 20250812 ... 473.7 468.6 SC
183 183 SC2607 20250812 ... 470.7 464.9 SC
184 184 SC2608 20250812 ... 470.5 467.3 SC
185 185 SC2609 20250812 ... 467.7 466.8 SC
186 186 SC2612 20250812 ... 469.4 462 SC
187 187 SC2703 20250812 ... 464.6 460.4 SC
188 188 SC2706 20250812 ... 464 460.4 SC
189 189 SC2709 20250812 ... 462.4 457.7 SC
190 190 SC2712 20250812 ... 458.5 458.5 SC
191 191 SC2803 20250812 ... 456.3 456.7 SC
192 192 SC2806 20250812 ... 453.2 452.3 SC
193 193 LU2509 20250812 ... 3483 3452 LU
194 194 LU2510 20250812 ... 3499 3469 LU
195 195 LU2511 20250812 ... 3487 3469 LU
196 196 LU2512 20250812 ... 3473 3454 LU
197 197 LU2601 20250812 ... 3445 3432 LU
198 198 LU2602 20250812 ... 3413 3404 LU
199 199 LU2603 20250812 ... 3410 3400 LU
200 200 LU2604 20250812 ... 3405 3396 LU
201 201 LU2605 20250812 ... 3405 3405 LU
202 202 LU2606 20250812 ... 3407 3403 LU
203 203 LU2607 20250812 ... 3406 3395 LU
204 204 LU2608 20250812 ... 3405 3387 LU
205 205 FU2509 20250812 ... 2769 2774 FU
206 206 FU2510 20250812 ... 2781 2780 FU
207 207 FU2511 20250812 ... 2788 2787 FU
208 208 FU2512 20250812 ... 2794 2792 FU
209 209 FU2601 20250812 ... 2796 2793 FU
210 210 FU2602 20250812 ... 2788 2781 FU
211 211 FU2603 20250812 ... 2780 2770 FU
212 212 FU2604 20250812 ... 2775 2766 FU
213 213 FU2605 20250812 ... 2764 2758 FU
214 214 FU2606 20250812 ... 2757 2748 FU
215 215 FU2607 20250812 ... 2735 2724 FU
216 216 FU2608 20250812 ... 2722 2710 FU
217 217 BU2508 20250812 ... 3406 3406 BU
218 218 BU2509 20250812 ... 3535 3518 BU
219 219 BU2510 20250812 ... 3504 3486 BU
220 220 BU2511 20250812 ... 3462 3450 BU
221 221 BU2512 20250812 ... 3405 3391 BU
222 222 BU2601 20250812 ... 3370 3363 BU
223 223 BU2602 20250812 ... 3362 3346 BU
224 224 BU2603 20250812 ... 3335 3332 BU
225 225 BU2604 20250812 ... 3341 3334 BU
226 226 BU2605 20250812 ... 3342 3330 BU
227 227 BU2606 20250812 ... 3332 3318 BU
228 228 BU2607 20250812 ... 3335 3338 BU
229 229 BU2609 20250812 ... 3320 3316 BU
230 230 BU2612 20250812 ... 3285 3289 BU
231 231 BU2703 20250812 ... 3296 3292 BU
232 232 BU2706 20250812 ... 3303 3302 BU
233 233 BR2508 20250812 ... 11820 11820 BR
234 234 BR2509 20250812 ... 11765 11740 BR
235 235 BR2510 20250812 ... 11765 11725 BR
236 236 BR2511 20250812 ... 11785 11735 BR
237 237 BR2512 20250812 ... 11830 11775 BR
238 238 BR2601 20250812 ... 11870 11800 BR
239 239 BR2602 20250812 ... 11895 11660 BR
240 240 BR2603 20250812 ... 11910 11810 BR
241 241 BR2604 20250812 ... 11930 11805 BR
242 242 BR2605 20250812 ... 11960 11895 BR
243 243 BR2606 20250812 ... 12020 11965 BR
244 244 BR2607 20250812 ... 12090 12035 BR
245 245 RU2508 20250812 ... 14730 14710 RU
246 246 RU2509 20250812 ... 14780 14715 RU
247 247 RU2510 20250812 ... 14805 14745 RU
248 248 RU2511 20250812 ... 14810 14760 RU
249 249 RU2601 20250812 ... 15780 15720 RU
250 250 RU2603 20250812 ... 15855 15810 RU
251 251 RU2604 20250812 ... 15890 15825 RU
252 252 RU2605 20250812 ... 15875 15810 RU
253 253 RU2606 20250812 ... 15920 15860 RU
254 254 RU2607 20250812 ... 16010 15880 RU
255 255 NR2508 20250812 ... 12480 12440 NR
256 256 NR2509 20250812 ... 12560 12520 NR
257 257 NR2510 20250812 ... 12620 12575 NR
258 258 NR2511 20250812 ... 12655 12620 NR
259 259 NR2512 20250812 ... 12690 12660 NR
260 260 NR2601 20250812 ... 12755 12705 NR
261 261 NR2602 20250812 ... 12755 12720 NR
262 262 NR2603 20250812 ... 12775 12745 NR
263 263 NR2604 20250812 ... 12860 12780 NR
264 264 NR2605 20250812 ... 12835 12765 NR
265 265 NR2606 20250812 ... 12895 12840 NR
266 266 NR2607 20250812 ... 12820 12755 NR
267 267 SP2508 20250812 ... 5174 5140 SP
268 268 SP2509 20250812 ... 5204 5192 SP
269 269 SP2510 20250812 ... 5234 5212 SP
270 270 SP2511 20250812 ... 5254 5226 SP
271 271 SP2512 20250812 ... 5262 5232 SP
272 272 SP2601 20250812 ... 5480 5460 SP
273 273 SP2602 20250812 ... 5442 5420 SP
274 274 SP2603 20250812 ... 5458 5440 SP
275 275 SP2604 20250812 ... 5458 5428 SP
276 276 SP2605 20250812 ... 5458 5436 SP
277 277 SP2606 20250812 ... 5456 5458 SP
278 278 SP2607 20250812 ... 5446 5434 SP
279 279 EC2508 20250812 ... 2080.6 2080.1 EC
280 280 EC2510 20250812 ... 1411.7 1438.9 EC
281 281 EC2512 20250812 ... 1720.5 1772.4 EC
282 282 EC2602 20250812 ... 1516.8 1536.5 EC
283 283 EC2604 20250812 ... 1340.4 1362.4 EC
284 284 EC2606 20250812 ... 1487.1 1499 EC
285 286 SC_TAS2509 20250812 ... SC_TAS
286 287 SC_TAS2510 20250812 ... SC_TAS
287 288 SC_TAS2511 20250812 ... SC_TAS
288 289 SC_TAS2512 20250812 ... SC_TAS
[289 rows x 13 columns]
2025-08-12 18:26:33,266 - future_1d - INFO - ak.get_shfe_daily('2025-08-12') done
symbol date open ... settle pre_settle variety
0 SC2509 20250812 495.4 ... 494.3 492.5 SC
1 SC2510 20250812 492.5 ... 492.6 490.1 SC
2 SC2511 20250812 489 ... 489.7 485.8 SC
3 SC2512 20250812 484.5 ... 485.5 481.5 SC
4 SC2601 20250812 480 ... 482.5 478.6 SC
5 SC2602 20250812 477.8 ... 479.9 477 SC
6 SC2603 20250812 476.9 ... 477.9 474.1 SC
7 SC2604 20250812 476 ... 475.7 471.3 SC
8 SC2605 20250812 472.8 ... 474.2 469.4 SC
9 SC2606 20250812 471.4 ... 473.7 468.6 SC
10 SC2607 20250812 467.9 ... 470.7 464.9 SC
11 SC2608 20250812 468.6 ... 470.5 467.3 SC
12 SC2609 20250812 467.7 ... 467.7 466.8 SC
13 SC2612 20250812 473.9 ... 469.4 462 SC
14 SC2703 20250812 463.6 ... 464.6 460.4 SC
15 SC2706 20250812 464 ... 464 460.4 SC
16 SC2709 20250812 462 ... 462.4 457.7 SC
17 SC2712 20250812 ... 458.5 458.5 SC
18 SC2803 20250812 456.3 ... 456.3 456.7 SC
19 SC2806 20250812 454 ... 453.2 452.3 SC
21 LU2509 20250812 3475 ... 3483 3452 LU
22 LU2510 20250812 3500 ... 3499 3469 LU
23 LU2511 20250812 3477 ... 3487 3469 LU
24 LU2512 20250812 3466 ... 3473 3454 LU
25 LU2601 20250812 3432 ... 3445 3432 LU
26 LU2602 20250812 3408 ... 3413 3404 LU
27 LU2603 20250812 3405 ... 3410 3400 LU
28 LU2604 20250812 3407 ... 3405 3396 LU
29 LU2605 20250812 3399 ... 3405 3405 LU
30 LU2606 20250812 3406 ... 3407 3403 LU
31 LU2607 20250812 3392 ... 3406 3395 LU
32 LU2608 20250812 3404 ... 3405 3387 LU
34 NR2508 20250812 12480 ... 12480 12440 NR
35 NR2509 20250812 12635 ... 12560 12520 NR
36 NR2510 20250812 12630 ... 12620 12575 NR
37 NR2511 20250812 12675 ... 12655 12620 NR
38 NR2512 20250812 12715 ... 12690 12660 NR
39 NR2601 20250812 12770 ... 12755 12705 NR
40 NR2602 20250812 12785 ... 12755 12720 NR
41 NR2603 20250812 12800 ... 12775 12745 NR
42 NR2604 20250812 12810 ... 12860 12780 NR
43 NR2605 20250812 12820 ... 12835 12765 NR
44 NR2606 20250812 12895 ... 12895 12840 NR
45 NR2607 20250812 ... 12820 12755 NR
47 BC2508 20250812 69300 ... 69300 69300 BC
48 BC2509 20250812 69880 ... 70120 70120 BC
49 BC2510 20250812 70070 ... 70220 70170 BC
50 BC2511 20250812 70270 ... 70270 70450 BC
51 BC2512 20250812 70000 ... 69990 70240 BC
52 BC2601 20250812 ... 70020 70020 BC
53 BC2602 20250812 ... 70000 70000 BC
54 BC2603 20250812 ... 70000 70000 BC
55 BC2604 20250812 ... 70000 70000 BC
56 BC2605 20250812 ... 70000 70000 BC
57 BC2606 20250812 ... 69340 69340 BC
58 BC2607 20250812 ... 68740 68740 BC
60 EC2508 20250812 2084 ... 2080.6 2080.1 EC
61 EC2510 20250812 1411 ... 1411.7 1438.9 EC
62 EC2512 20250812 1749.9 ... 1720.5 1772.4 EC
63 EC2602 20250812 1530 ... 1516.8 1536.5 EC
64 EC2604 20250812 1345.8 ... 1340.4 1362.4 EC
65 EC2606 20250812 1480 ... 1487.1 1499 EC
68 SC_TAS2509 20250812 ... SC_TAS
69 SC_TAS2510 20250812 ... SC_TAS
70 SC_TAS2511 20250812 ... SC_TAS
71 SC_TAS2512 20250812 ... SC_TAS
[66 rows x 12 columns]
2025-08-12 18:26:33,333 - future_1d - INFO - ak.get_ine_daily('2025-08-12') done
symbol date open ... settle pre_settle variety
0 IC2508 20250812 6372.200 ... 6405.200 6376.200 IC
1 IC2509 20250812 6301.000 ... 6338.800 6309.600 IC
2 IC2512 20250812 6154.600 ... 6182.600 6154.600 IC
3 IC2603 20250812 6012.800 ... 6047.600 6018.800 IC
4 IF2508 20250812 4115.000 ... 4141.200 4123.000 IF
5 IF2509 20250812 4109.600 ... 4128.600 4110.200 IF
6 IF2512 20250812 4076.000 ... 4099.600 4081.200 IF
7 IF2603 20250812 4046.200 ... 4068.000 4048.800 IF
8 IH2508 20250812 2789.200 ... 2808.800 2792.400 IH
9 IH2509 20250812 2790.400 ... 2809.000 2792.600 IH
10 IH2512 20250812 2791.600 ... 2810.000 2793.600 IH
11 IH2603 20250812 2792.000 ... 2809.400 2793.200 IH
12 IM2508 20250812 6926.000 ... 6950.800 6933.000 IM
13 IM2509 20250812 6852.200 ... 6879.800 6862.400 IM
14 IM2512 20250812 6661.200 ... 6689.800 6674.400 IM
15 IM2603 20250812 6484.800 ... 6507.400 6492.800 IM
16 T2509 20250812 108.455 ... 108.410 108.465 T
17 T2512 20250812 108.355 ... 108.290 108.365 T
18 T2603 20250812 108.170 ... 108.080 108.170 T
19 TF2509 20250812 105.720 ... 105.695 105.720 TF
20 TF2512 20250812 105.735 ... 105.720 105.755 TF
21 TF2603 20250812 105.795 ... 105.745 105.785 TF
22 TL2509 20250812 118.460 ... 118.150 118.510 TL
23 TL2512 20250812 118.090 ... 117.740 118.090 TL
24 TL2603 20250812 117.820 ... 117.370 117.790 TL
25 TS2509 20250812 102.360 ... 102.338 102.354 TS
26 TS2512 20250812 102.386 ... 102.374 102.396 TS
27 TS2603 20250812 102.372 ... 102.356 102.372 TS
[28 rows x 12 columns]
2025-08-12 18:26:33,537 - future_1d - INFO - ak.get_cffex_daily('2025-08-12') done
symbol date open ... settle pre_settle variety
0 PS2508 20250812 0.0 ... 50505.0 50505.0 PS
1 PS2509 20250812 53150.0 ... 52390.0 51425.0 PS
2 PS2510 20250812 53105.0 ... 52405.0 51535.0 PS
3 PS2511 20250812 52800.0 ... 52395.0 51445.0 PS
4 PS2512 20250812 54780.0 ... 54425.0 53435.0 PS
5 PS2601 20250812 54780.0 ... 54445.0 53615.0 PS
6 PS2602 20250812 54795.0 ... 54565.0 54005.0 PS
7 PS2603 20250812 54900.0 ... 54730.0 54190.0 PS
8 PS2604 20250812 54930.0 ... 54775.0 54525.0 PS
9 PS2605 20250812 54860.0 ... 54730.0 54115.0 PS
10 PS2606 20250812 57700.0 ... 57470.0 56955.0 PS
11 PS2607 20250812 57700.0 ... 57605.0 57055.0 PS
13 SI2508 20250812 0.0 ... 8800.0 8860.0 SI
14 SI2509 20250812 9065.0 ... 8880.0 8895.0 SI
15 SI2510 20250812 9045.0 ... 8905.0 8900.0 SI
16 SI2511 20250812 9050.0 ... 8905.0 8940.0 SI
17 SI2512 20250812 9300.0 ... 9270.0 9255.0 SI
18 SI2601 20250812 9430.0 ... 9270.0 9230.0 SI
19 SI2602 20250812 9365.0 ... 9265.0 9210.0 SI
20 SI2603 20250812 9380.0 ... 9295.0 9240.0 SI
21 SI2604 20250812 9370.0 ... 9285.0 9250.0 SI
22 SI2605 20250812 9435.0 ... 9310.0 9265.0 SI
23 SI2606 20250812 9415.0 ... 9310.0 9280.0 SI
24 SI2607 20250812 9400.0 ... 9330.0 9295.0 SI
27 LC2508 20250812 79000.0 ... 82100.0 77680.0 LC
28 LC2509 20250812 89380.0 ... 85760.0 80540.0 LC
29 LC2510 20250812 88480.0 ... 85800.0 80820.0 LC
30 LC2511 20250812 88800.0 ... 85620.0 80900.0 LC
31 LC2512 20250812 84600.0 ... 84900.0 81100.0 LC
32 LC2601 20250812 88000.0 ... 84420.0 80960.0 LC
33 LC2602 20250812 83380.0 ... 83660.0 81360.0 LC
34 LC2603 20250812 89760.0 ... 83220.0 80880.0 LC
35 LC2604 20250812 87960.0 ... 82780.0 80160.0 LC
36 LC2605 20250812 88600.0 ... 82360.0 80280.0 LC
37 LC2606 20250812 82500.0 ... 81760.0 80200.0 LC
38 LC2607 20250812 83160.0 ... 81580.0 80520.0 LC
[36 rows x 12 columns]
2025-08-12 18:26:33,730 - future_1d - INFO - ak.get_gfex_daily('2025-08-12') done
2025-08-12 18:26:35,443 - future_1d - INFO - save future_daily 2025-08-12 completed