35 FG512 20250807 1251.0 1253.0 ... 81544.77 1237.0 1238.0 FG
36 FG601 20250807 1231.0 1242.0 ... 2824489.12 1222.0 1229.0 FG
37 FG602 20250807 1284.0 1292.0 ... 1567.96 1273.0 1279.0 FG
38 FG603 20250807 1282.0 1290.0 ... 2319.55 1272.0 1280.0 FG
39 FG604 20250807 1330.0 1335.0 ... 671.83 1317.0 1323.0 FG
40 FG605 20250807 1319.0 1331.0 ... 38840.73 1311.0 1319.0 FG
41 FG606 20250807 1347.0 1350.0 ... 1415.83 1333.0 1340.0 FG
42 FG607 20250807 1339.0 1347.0 ... 661.97 1329.0 1336.0 FG
43 JR509 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250807 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250807 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250807 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250807 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA508 20250807 0.0 0.0 ... 0.00 2347.0 2347.0 MA
53 MA509 20250807 2397.0 2410.0 ... 698085.26 2395.0 2397.0 MA
54 MA510 20250807 2429.0 2438.0 ... 68895.61 2420.0 2427.0 MA
55 MA511 20250807 2453.0 2464.0 ... 107586.52 2448.0 2452.0 MA
56 MA512 20250807 2488.0 2501.0 ... 39555.82 2482.0 2489.0 MA
57 MA601 20250807 2503.0 2515.0 ... 333376.33 2502.0 2502.0 MA
58 MA602 20250807 2507.0 2507.0 ... 109.99 2500.0 2500.0 MA
59 MA603 20250807 2501.0 2501.0 ... 74.90 2497.0 2495.0 MA
60 MA604 20250807 2487.0 2487.0 ... 24.81 2481.0 2479.0 MA
61 MA605 20250807 2455.0 2461.0 ... 10380.59 2453.0 2451.0 MA
62 MA606 20250807 2460.0 2460.0 ... 4.92 2459.0 2458.0 MA
63 MA607 20250807 2451.0 2453.0 ... 19.60 2450.0 2444.0 MA
64 OI509 20250807 9575.0 9672.0 ... 3279742.03 9558.0 9576.0 OI
65 OI511 20250807 9594.0 9681.0 ... 375141.92 9569.0 9589.0 OI
66 OI601 20250807 9530.0 9630.0 ... 1512278.71 9532.0 9524.0 OI
67 OI603 20250807 9483.0 9555.0 ... 4686.66 9487.0 9465.0 OI
68 OI605 20250807 9413.0 9473.0 ... 23167.30 9398.0 9400.0 OI
69 OI607 20250807 9405.0 9461.0 ... 263.64 9416.0 9390.0 OI
70 PF508 20250807 6300.0 6300.0 ... 72.44 6300.0 6298.0 PF
71 PF509 20250807 6348.0 6362.0 ... 90245.99 6332.0 6332.0 PF
72 PF510 20250807 6418.0 6430.0 ... 337961.19 6402.0 6400.0 PF
73 PF511 20250807 6428.0 6434.0 ... 204082.23 6402.0 6408.0 PF
74 PF512 20250807 6416.0 6430.0 ... 84646.97 6400.0 6416.0 PF
75 PF601 20250807 6428.0 6438.0 ... 9507.27 6416.0 6410.0 PF
76 PF602 20250807 6436.0 6460.0 ... 9.66 6444.0 6434.0 PF
77 PF603 20250807 6454.0 6470.0 ... 32.23 6446.0 6426.0 PF
78 PF604 20250807 6472.0 6476.0 ... 32.32 6464.0 6442.0 PF
79 PF605 20250807 6490.0 6494.0 ... 51.84 6480.0 6466.0 PF
80 PF606 20250807 0.0 0.0 ... 0.00 6478.0 6478.0 PF
81 PF607 20250807 0.0 0.0 ... 0.00 6488.0 6488.0 PF
82 PK510 20250807 8100.0 8144.0 ... 203033.37 8118.0 8084.0 PK
83 PK511 20250807 7974.0 8004.0 ... 126535.83 7986.0 7956.0 PK
84 PK512 20250807 7964.0 7988.0 ... 45639.01 7976.0 7950.0 PK
85 PK601 20250807 7956.0 7980.0 ... 8470.25 7972.0 7954.0 PK
86 PK603 20250807 7960.0 7994.0 ... 363.13 7982.0 7960.0 PK
87 PK604 20250807 7970.0 7996.0 ... 147.61 7980.0 7970.0 PK
88 PK605 20250807 7974.0 7988.0 ... 1727.46 7980.0 7970.0 PK
89 PL601 20250807 6501.0 6511.0 ... 14506.91 6488.0 6499.0 PL
90 PL602 20250807 6551.0 6557.0 ... 156.95 6539.0 6549.0 PL
91 PL603 20250807 6494.0 6494.0 ... 12.99 6494.0 6508.0 PL
92 PL604 20250807 6476.0 6476.0 ... 25.90 6476.0 6509.0 PL
93 PL605 20250807 6377.0 6378.0 ... 114.76 6376.0 6379.0 PL
94 PL606 20250807 6487.0 6487.0 ... 12.97 6487.0 6499.0 PL
95 PL607 20250807 0.0 0.0 ... 0.00 6477.0 6477.0 PL
96 PM509 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
97 PM511 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250807 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PR508 20250807 0.0 0.0 ... 0.00 5896.0 5896.0 PR
103 PR509 20250807 5906.0 5916.0 ... 63434.70 5892.0 5886.0 PR
104 PR510 20250807 5940.0 5956.0 ... 184889.77 5930.0 5924.0 PR
105 PR511 20250807 5942.0 5958.0 ... 132616.07 5928.0 5936.0 PR
106 PR512 20250807 5954.0 5966.0 ... 38494.80 5942.0 5952.0 PR
107 PR601 20250807 5960.0 5960.0 ... 454.68 5944.0 5930.0 PR
108 PR602 20250807 5982.0 5982.0 ... 17.90 5966.0 5978.0 PR
109 PR603 20250807 5974.0 5974.0 ... 17.90 5966.0 5968.0 PR
110 PR604 20250807 0.0 0.0 ... 0.00 5968.0 5968.0 PR
111 PR605 20250807 5978.0 5978.0 ... 8.97 5978.0 5978.0 PR
112 PR606 20250807 0.0 0.0 ... 0.00 5968.0 5968.0 PR
113 PR607 20250807 0.0 0.0 ... 0.00 5996.0 6012.0 PR
114 PX508 20250807 0.0 0.0 ... 0.00 6788.0 6756.0 PX
115 PX509 20250807 6806.0 6826.0 ... 295072.51 6788.0 6756.0 PX
116 PX510 20250807 6784.0 6800.0 ... 92182.33 6758.0 6754.0 PX
117 PX511 20250807 6776.0 6788.0 ... 201849.99 6740.0 6740.0 PX
118 PX512 20250807 6772.0 6782.0 ... 74809.92 6738.0 6742.0 PX
119 PX601 20250807 6762.0 6762.0 ... 69503.89 6728.0 6722.0 PX
120 PX602 20250807 6710.0 6714.0 ... 10.07 6712.0 6738.0 PX
121 PX603 20250807 0.0 0.0 ... 0.00 6706.0 6718.0 PX
122 PX604 20250807 0.0 0.0 ... 0.00 6712.0 6744.0 PX
123 PX605 20250807 6728.0 6732.0 ... 191.27 6712.0 6712.0 PX
124 PX606 20250807 6722.0 6722.0 ... 13.43 6714.0 6706.0 PX
125 PX607 20250807 6714.0 6714.0 ... 3.36 6714.0 6726.0 PX
126 RI509 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
127 RI511 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250807 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RM508 20250807 0.0 0.0 ... 0.00 2738.0 2738.0 RM
133 RM509 20250807 2749.0 2750.0 ... 1016898.96 2723.0 2761.0 RM
134 RM511 20250807 2585.0 2585.0 ... 9478.67 2567.0 2597.0 RM
135 RM601 20250807 2463.0 2472.0 ... 480105.22 2454.0 2462.0 RM
136 RM603 20250807 2429.0 2437.0 ... 11576.04 2424.0 2428.0 RM
137 RM605 20250807 2402.0 2407.0 ... 45945.16 2397.0 2397.0 RM
138 RM607 20250807 2380.0 2385.0 ... 3597.87 2378.0 2375.0 RM
139 RS508 20250807 0.0 0.0 ... 0.00 5003.0 5023.0 RS
140 RS509 20250807 5077.0 5089.0 ... 106.34 5064.0 5084.0 RS
141 RS511 20250807 0.0 0.0 ... 0.00 5243.0 5243.0 RS
142 RS607 20250807 5596.0 5596.0 ... 5.60 5596.0 5626.0 RS
143 SA508 20250807 1270.0 1270.0 ... 12.70 1270.0 1251.0 SA
144 SA509 20250807 1283.0 1291.0 ... 1220618.34 1272.0 1272.0 SA
145 SA510 20250807 1308.0 1317.0 ... 339414.12 1299.0 1302.0 SA
146 SA511 20250807 1316.0 1326.0 ... 412215.02 1306.0 1307.0 SA
147 SA512 20250807 1353.0 1374.0 ... 99445.57 1352.0 1352.0 SA
148 SA601 20250807 1370.0 1381.0 ... 4684402.95 1360.0 1363.0 SA
149 SA602 20250807 1381.0 1389.0 ... 4469.49 1369.0 1373.0 SA
150 SA603 20250807 1385.0 1391.0 ... 3552.82 1373.0 1377.0 SA
151 SA604 20250807 1424.0 1430.0 ... 1815.17 1411.0 1414.0 SA
152 SA605 20250807 1422.0 1435.0 ... 99157.17 1415.0 1421.0 SA
153 SA606 20250807 1432.0 1436.0 ... 1295.13 1417.0 1426.0 SA
154 SA607 20250807 1423.0 1432.0 ... 2049.96 1416.0 1424.0 SA
155 SF508 20250807 5852.0 5852.0 ... 35.11 5852.0 5858.0 SF
156 SF509 20250807 5908.0 5936.0 ... 827142.50 5854.0 5906.0 SF
157 SF510 20250807 5908.0 5920.0 ... 199684.49 5832.0 5880.0 SF
158 SF511 20250807 6060.0 6102.0 ... 447489.53 6024.0 6070.0 SF
159 SF512 20250807 6078.0 6092.0 ... 48805.50 6020.0 6054.0 SF
160 SF601 20250807 6066.0 6082.0 ... 153921.95 6012.0 6042.0 SF
161 SF602 20250807 6014.0 6014.0 ... 643.49 5958.0 5986.0 SF
162 SF603 20250807 6132.0 6148.0 ... 253.13 6100.0 6144.0 SF
163 SF604 20250807 6094.0 6122.0 ... 45.68 6090.0 6138.0 SF
164 SF605 20250807 6132.0 6132.0 ... 1301.19 6080.0 6126.0 SF
165 SF606 20250807 6066.0 6066.0 ... 159.55 6022.0 6062.0 SF
166 SF607 20250807 6172.0 6172.0 ... 70.57 6136.0 6168.0 SF
167 SH508 20250807 0.0 0.0 ... 0.00 2310.0 2349.0 SH
168 SH509 20250807 2455.0 2473.0 ... 1617487.91 2444.0 2485.0 SH
169 SH510 20250807 2525.0 2557.0 ... 383758.40 2537.0 2569.0 SH
170 SH511 20250807 2540.0 2563.0 ... 413519.79 2544.0 2570.0 SH
171 SH512 20250807 2577.0 2591.0 ... 100217.29 2574.0 2593.0 SH
172 SH601 20250807 2568.0 2586.0 ... 473653.72 2564.0 2583.0 SH
173 SH602 20250807 2603.0 2614.0 ... 1377.98 2595.0 2608.0 SH
174 SH603 20250807 2615.0 2628.0 ... 963.42 2611.0 2620.0 SH
175 SH604 20250807 2667.0 2678.0 ... 845.49 2659.0 2669.0 SH
176 SH605 20250807 2672.0 2687.0 ... 8930.14 2667.0 2680.0 SH
177 SH606 20250807 2697.0 2697.0 ... 298.04 2685.0 2695.0 SH
178 SH607 20250807 2679.0 2681.0 ... 40.14 2676.0 2681.0 SH
179 SM508 20250807 6082.0 6082.0 ... 72.75 6062.0 6064.0 SM
180 SM509 20250807 6106.0 6112.0 ... 791846.56 6064.0 6110.0 SM
181 SM510 20250807 6100.0 6118.0 ... 100904.56 6066.0 6116.0 SM
182 SM511 20250807 6202.0 6202.0 ... 177942.55 6148.0 6196.0 SM
183 SM512 20250807 6188.0 6204.0 ... 49481.53 6164.0 6204.0 SM
184 SM601 20250807 6202.0 6210.0 ... 329052.86 6160.0 6202.0 SM
185 SM602 20250807 6202.0 6202.0 ... 110.88 6160.0 6196.0 SM
186 SM603 20250807 6206.0 6206.0 ... 49.33 6166.0 6214.0 SM
187 SM604 20250807 6176.0 6176.0 ... 9.26 6176.0 6210.0 SM
188 SM605 20250807 6228.0 6244.0 ... 5449.78 6194.0 6236.0 SM
189 SM606 20250807 6238.0 6238.0 ... 21.70 6200.0 6242.0 SM
190 SM607 20250807 6174.0 6216.0 ... 24.73 6184.0 6276.0 SM
191 SR509 20250807 5680.0 5697.0 ... 611693.22 5675.0 5689.0 SR
192 SR511 20250807 5645.0 5649.0 ... 84673.94 5622.0 5645.0 SR
193 SR601 20250807 5621.0 5636.0 ... 684200.22 5608.0 5627.0 SR
194 SR603 20250807 5596.0 5607.0 ... 5362.76 5580.0 5596.0 SR
195 SR605 20250807 5568.0 5577.0 ... 21224.69 5558.0 5565.0 SR
196 SR607 20250807 5601.0 5601.0 ... 2944.90 5556.0 5562.0 SR
197 TA508 20250807 4694.0 4694.0 ... 11122.87 4676.0 4668.0 TA
198 TA509 20250807 4732.0 4736.0 ... 981667.58 4708.0 4702.0 TA
199 TA510 20250807 4732.0 4752.0 ... 54047.29 4726.0 4720.0 TA
200 TA511 20250807 4754.0 4758.0 ... 66733.15 4730.0 4728.0 TA
201 TA512 20250807 4756.0 4760.0 ... 30259.69 4732.0 4732.0 TA
202 TA601 20250807 4756.0 4764.0 ... 551414.88 4738.0 4734.0 TA
203 TA602 20250807 4754.0 4754.0 ... 35.51 4736.0 4722.0 TA
204 TA603 20250807 4766.0 4766.0 ... 9.49 4748.0 4746.0 TA
205 TA604 20250807 4748.0 4762.0 ... 4.76 4756.0 4768.0 TA
206 TA605 20250807 4802.0 4802.0 ... 6447.36 4774.0 4776.0 TA
207 TA606 20250807 0.0 0.0 ... 0.00 4784.0 4794.0 TA
208 TA607 20250807 0.0 0.0 ... 0.00 4796.0 4806.0 TA
209 UR508 20250807 1736.0 1736.0 ... 10.40 1734.0 1749.0 UR
210 UR509 20250807 1749.0 1754.0 ... 387825.78 1743.0 1761.0 UR
211 UR510 20250807 1741.0 1746.0 ... 22143.20 1740.0 1754.0 UR
212 UR511 20250807 1774.0 1774.0 ... 24214.93 1765.0 1777.0 UR
213 UR512 20250807 1766.0 1767.0 ... 295.72 1760.0 1776.0 UR
214 UR601 20250807 1765.0 1768.0 ... 158081.21 1759.0 1774.0 UR
215 UR602 20250807 1756.0 1763.0 ... 298.39 1755.0 1771.0 UR
216 UR603 20250807 1795.0 1795.0 ... 60.85 1790.0 1803.0 UR
217 UR604 20250807 1808.0 1808.0 ... 158.59 1802.0 1808.0 UR
218 UR605 20250807 1802.0 1802.0 ... 4116.77 1795.0 1805.0 UR
219 UR606 20250807 1788.0 1792.0 ... 28.62 1789.0 1799.0 UR
220 UR607 20250807 1795.0 1795.0 ... 89.69 1794.0 1802.0 UR
221 WH509 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
222 WH511 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250807 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 ZC508 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
228 ZC509 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250807 0.0 0.0 ... 0.00 801.4 801.4 ZC
[239 rows x 12 columns]
2025-08-11 18:26:06,792 - future_1d - INFO - ak.get_czce_daily('2025-08-07') done
symbol date open ... settle pre_settle variety
0 SC2509 20250807 508.4 ... 504.3 504.2 SC
1 SC2510 20250807 503.8 ... 499.9 499.5 SC
2 SC2511 20250807 499.5 ... 495.2 495.4 SC
3 SC2512 20250807 495 ... 490.8 491.6 SC
4 SC2601 20250807 492.7 ... 487.5 488.6 SC
5 SC2602 20250807 488.3 ... 483.3 486 SC
6 SC2603 20250807 484.5 ... 480.4 483.2 SC
7 SC2604 20250807 483.4 ... 478.2 481.6 SC
8 SC2605 20250807 483.6 ... 476.2 478.4 SC
9 SC2606 20250807 479.4 ... 475.3 476.8 SC
10 SC2607 20250807 478 ... 477.4 475.6 SC
11 SC2608 20250807 476.4 ... 476.4 477.5 SC
12 SC2609 20250807 468 ... 468 475 SC
13 SC2612 20250807 465.5 ... 466.9 472.3 SC
14 SC2703 20250807 464.7 ... 464.7 470.5 SC
15 SC2706 20250807 465 ... 464.3 467.8 SC
16 SC2709 20250807 466.6 ... 460.4 464.4 SC
17 SC2712 20250807 ... 464 464 SC
18 SC2803 20250807 ... 460.5 460.5 SC
19 SC2806 20250807 455.6 ... 454 456 SC
21 LU2509 20250807 3559 ... 3520 3532 LU
22 LU2510 20250807 3566 ... 3545 3535 LU
23 LU2511 20250807 3556 ... 3535 3531 LU
24 LU2512 20250807 3543 ... 3506 3507 LU
25 LU2601 20250807 3503 ... 3481 3488 LU
26 LU2602 20250807 3471 ... 3454 3451 LU
27 LU2603 20250807 3458 ... 3439 3438 LU
28 LU2604 20250807 3447 ... 3427 3431 LU
29 LU2605 20250807 3416 ... 3416 3427 LU
30 LU2606 20250807 3414 ... 3412 3421 LU
31 LU2607 20250807 3437 ... 3417 3415 LU
32 LU2608 20250807 3426 ... 3402 3408 LU
34 NR2508 20250807 12180 ... 12215 12260 NR
35 NR2509 20250807 12320 ... 12290 12300 NR
36 NR2510 20250807 12370 ... 12350 12365 NR
37 NR2511 20250807 12415 ... 12395 12410 NR
38 NR2512 20250807 12445 ... 12410 12435 NR
39 NR2601 20250807 12490 ... 12450 12470 NR
40 NR2602 20250807 12500 ... 12475 12505 NR
41 NR2603 20250807 ... 12545 12545 NR
42 NR2604 20250807 12485 ... 12495 12565 NR
43 NR2605 20250807 12505 ... 12535 12620 NR
44 NR2606 20250807 12585 ... 12585 12540 NR
45 NR2607 20250807 12650 ... 12650 12645 NR
47 BC2508 20250807 ... 69270 69270 BC
48 BC2509 20250807 69570 ... 69540 69340 BC
49 BC2510 20250807 69570 ... 69600 69410 BC
50 BC2511 20250807 69290 ... 69290 69240 BC
51 BC2512 20250807 69890 ... 69460 69900 BC
52 BC2601 20250807 ... 70020 70020 BC
53 BC2602 20250807 ... 70000 70000 BC
54 BC2603 20250807 ... 70000 70000 BC
55 BC2604 20250807 ... 70000 70000 BC
56 BC2605 20250807 ... 70000 70000 BC
57 BC2606 20250807 ... 69340 69340 BC
58 BC2607 20250807 ... 68670 68670 BC
60 EC2508 20250807 2076.7 ... 2072.4 2080.3 EC
61 EC2510 20250807 1412 ... 1417 1434.4 EC
62 EC2512 20250807 1746 ... 1751.9 1759.5 EC
63 EC2602 20250807 1515 ... 1506.8 1521.6 EC
64 EC2604 20250807 1346.7 ... 1343.6 1342.5 EC
65 EC2606 20250807 1512 ... 1492 1489.4 EC
68 SC_TAS2509 20250807 ... SC_TAS
69 SC_TAS2510 20250807 ... SC_TAS
70 SC_TAS2511 20250807 ... SC_TAS
71 SC_TAS2512 20250807 ... SC_TAS
[66 rows x 12 columns]
2025-08-11 18:26:06,857 - future_1d - INFO - ak.get_ine_daily('2025-08-07') done
index symbol date ... settle pre_settle variety
0 0 CU2508 20250807 ... 78380 78200 CU
1 1 CU2509 20250807 ... 78380 78160 CU
2 2 CU2510 20250807 ... 78380 78160 CU
3 3 CU2511 20250807 ... 78350 78150 CU
4 4 CU2512 20250807 ... 78320 78120 CU
5 5 CU2601 20250807 ... 78290 78080 CU
6 6 CU2602 20250807 ... 78270 78030 CU
7 7 CU2603 20250807 ... 78300 78010 CU
8 8 CU2604 20250807 ... 78290 78040 CU
9 9 CU2605 20250807 ... 78280 78080 CU
10 10 CU2606 20250807 ... 78230 78040 CU
11 11 CU2607 20250807 ... 78260 78060 CU
12 12 BC2508 20250807 ... 69270 69270 BC
13 13 BC2509 20250807 ... 69540 69340 BC
14 14 BC2510 20250807 ... 69600 69410 BC
15 15 BC2511 20250807 ... 69290 69240 BC
16 16 BC2512 20250807 ... 69460 69900 BC
17 17 BC2601 20250807 ... 70020 70020 BC
18 18 BC2602 20250807 ... 70000 70000 BC
19 19 BC2603 20250807 ... 70000 70000 BC
20 20 BC2604 20250807 ... 70000 70000 BC
21 21 BC2605 20250807 ... 70000 70000 BC
22 22 BC2606 20250807 ... 69340 69340 BC
23 23 BC2607 20250807 ... 68670 68670 BC
24 24 AL2508 20250807 ... 20775 20655 AL
25 25 AL2509 20250807 ... 20765 20600 AL
26 26 AL2510 20250807 ... 20725 20570 AL
27 27 AL2511 20250807 ... 20670 20525 AL
28 28 AL2512 20250807 ... 20630 20475 AL
29 29 AL2601 20250807 ... 20590 20445 AL
30 30 AL2602 20250807 ... 20590 20450 AL
31 31 AL2603 20250807 ... 20605 20470 AL
32 32 AL2604 20250807 ... 20630 20460 AL
33 33 AL2605 20250807 ... 20640 20480 AL
34 34 AL2606 20250807 ... 20660 20535 AL
35 35 AL2607 20250807 ... 20670 20505 AL
36 36 ZN2508 20250807 ... 22505 22310 ZN
37 37 ZN2509 20250807 ... 22530 22330 ZN
38 38 ZN2510 20250807 ... 22540 22330 ZN
39 39 ZN2511 20250807 ... 22540 22325 ZN
40 40 ZN2512 20250807 ... 22545 22280 ZN
41 41 ZN2601 20250807 ... 22505 22260 ZN
42 42 ZN2602 20250807 ... 22495 22255 ZN
43 43 ZN2603 20250807 ... 22525 22275 ZN
44 44 ZN2604 20250807 ... 22530 22270 ZN
45 45 ZN2605 20250807 ... 22515 22320 ZN
46 46 ZN2606 20250807 ... 22495 22345 ZN
47 47 ZN2607 20250807 ... 22505 22305 ZN
48 48 PB2508 20250807 ... 16810 16775 PB
49 49 PB2509 20250807 ... 16860 16830 PB
50 50 PB2510 20250807 ... 16875 16825 PB
51 51 PB2511 20250807 ... 16910 16845 PB
52 52 PB2512 20250807 ... 16930 16845 PB
53 53 PB2601 20250807 ... 16935 16925 PB
54 54 PB2602 20250807 ... 16970 16970 PB
55 55 PB2603 20250807 ... 17010 16825 PB
56 56 PB2604 20250807 ... 17030 16855 PB
57 57 PB2605 20250807 ... 17040 17020 PB
58 58 PB2606 20250807 ... 17065 16860 PB
59 59 PB2607 20250807 ... 17060 16980 PB
60 60 NI2508 20250807 ... 121100 120620 NI
61 61 NI2509 20250807 ... 121350 120680 NI
62 62 NI2510 20250807 ... 121480 120810 NI
63 63 NI2511 20250807 ... 121640 120970 NI
64 64 NI2512 20250807 ... 121850 121190 NI
65 65 NI2601 20250807 ... 122110 121500 NI
66 66 NI2602 20250807 ... 122680 121710 NI
67 67 NI2603 20250807 ... 122660 121820 NI
68 68 NI2604 20250807 ... 122660 122280 NI
69 69 NI2605 20250807 ... 123230 122640 NI
70 70 NI2606 20250807 ... 123650 122940 NI
71 71 NI2607 20250807 ... 123550 123100 NI
72 72 SN2508 20250807 ... 267040 266550 SN
73 73 SN2509 20250807 ... 267530 266860 SN
74 74 SN2510 20250807 ... 267850 267160 SN
75 75 SN2511 20250807 ... 267850 267170 SN
76 76 SN2512 20250807 ... 267740 266980 SN
77 77 SN2601 20250807 ... 268160 267550 SN
78 78 SN2602 20250807 ... 267920 267470 SN
79 79 SN2603 20250807 ... 268070 267930 SN
80 80 SN2604 20250807 ... 268810 268730 SN
81 81 SN2605 20250807 ... 268850 268090 SN
82 82 SN2606 20250807 ... 269300 268240 SN
83 83 SN2607 20250807 ... 268580 268490 SN
84 84 AO2508 20250807 ... 3251 3227 AO
85 85 AO2509 20250807 ... 3244 3222 AO
86 86 AO2510 20250807 ... 3242 3223 AO
87 87 AO2511 20250807 ... 3245 3225 AO
88 88 AO2512 20250807 ... 3252 3232 AO
89 89 AO2601 20250807 ... 3265 3235 AO
90 90 AO2602 20250807 ... 3262 3219 AO
91 91 AO2603 20250807 ... 3258 3229 AO
92 92 AO2604 20250807 ... 3282 3237 AO
93 93 AO2605 20250807 ... 3261 3237 AO
94 94 AO2606 20250807 ... 3266 3234 AO
95 95 AO2607 20250807 ... 3263 3239 AO
96 96 AD2511 20250807 ... 20160 20020 AD
97 97 AD2512 20250807 ... 20170 20060 AD
98 98 AD2601 20250807 ... 20140 20015 AD
99 99 AD2602 20250807 ... 19855 19855 AD
100 100 AD2603 20250807 ... 19885 19885 AD
101 101 AD2604 20250807 ... 19710 19710 AD
102 102 AD2605 20250807 ... 19885 19650 AD
103 103 AD2606 20250807 ... 19870 19715 AD
104 104 AD2607 20250807 ... 19830 19830 AD
105 105 AU2508 20250807 ... 781.6 781.54 AU
106 106 AU2509 20250807 ... 782.4 783.02 AU
107 107 AU2510 20250807 ... 783.38 784.26 AU
108 108 AU2512 20250807 ... 785.56 786.36 AU
109 109 AU2602 20250807 ... 787.66 788.5 AU
110 110 AU2604 20250807 ... 789.84 790.68 AU
111 111 AU2606 20250807 ... 792.04 792.88 AU
112 112 AU2608 20250807 ... 794.3 795.3 AU
113 113 AG2508 20250807 ... 9184 9147 AG
114 114 AG2509 20250807 ... 9190 9147 AG
115 115 AG2510 20250807 ... 9201 9160 AG
116 116 AG2511 20250807 ... 9212 9169 AG
117 117 AG2512 20250807 ... 9227 9184 AG
118 118 AG2601 20250807 ... 9237 9192 AG
119 119 AG2602 20250807 ... 9248 9208 AG
120 120 AG2603 20250807 ... 9268 9218 AG
121 121 AG2604 20250807 ... 9275 9228 AG
122 122 AG2605 20250807 ... 9291 9250 AG
123 123 AG2606 20250807 ... 9307 9257 AG
124 124 AG2607 20250807 ... 9323 9266 AG
125 125 RB2508 20250807 ... 3202 3195 RB
126 126 RB2509 20250807 ... 3201 3194 RB
127 127 RB2510 20250807 ... 3236 3230 RB
128 128 RB2511 20250807 ... 3251 3246 RB
129 129 RB2512 20250807 ... 3288 3284 RB
130 130 RB2601 20250807 ... 3309 3306 RB
131 131 RB2602 20250807 ... 3301 3295 RB
132 132 RB2603 20250807 ... 3316 3317 RB
133 133 RB2604 20250807 ... 3330 3330 RB
134 134 RB2605 20250807 ... 3331 3334 RB
135 135 RB2606 20250807 ... 3343 3346 RB
136 136 RB2607 20250807 ... 3350 3354 RB
137 137 WR2508 20250807 ... 3212 3212 WR
138 138 WR2509 20250807 ... 3342 3342 WR
139 139 WR2510 20250807 ... 3461 3467 WR
140 140 WR2511 20250807 ... 3490 3490 WR
141 141 WR2512 20250807 ... 3499 3499 WR
142 142 WR2601 20250807 ... 3473 3473 WR
143 143 WR2602 20250807 ... 3523 3523 WR
144 144 WR2603 20250807 ... 3609 3527 WR
145 145 WR2604 20250807 ... 3560 3560 WR
146 146 WR2605 20250807 ... 3478 3478 WR
147 147 WR2606 20250807 ... 3599 3599 WR
148 148 WR2607 20250807 ... 3635 3635 WR
149 149 HC2508 20250807 ... 3436 3450 HC
150 150 HC2509 20250807 ... 3459 3461 HC
151 151 HC2510 20250807 ... 3447 3452 HC
152 152 HC2511 20250807 ... 3449 3454 HC
153 153 HC2512 20250807 ... 3445 3451 HC
154 154 HC2601 20250807 ... 3449 3455 HC
155 155 HC2602 20250807 ... 3444 3448 HC
156 156 HC2603 20250807 ... 3451 3456 HC
157 157 HC2604 20250807 ... 3451 3461 HC
158 158 HC2605 20250807 ... 3452 3460 HC
159 159 HC2606 20250807 ... 3462 3457 HC
160 160 HC2607 20250807 ... 3461 3473 HC
161 161 SS2508 20250807 ... 12965 12955 SS
162 162 SS2509 20250807 ... 12960 12930 SS
163 163 SS2510 20250807 ... 13010 12985 SS
164 164 SS2511 20250807 ... 13045 13025 SS
165 165 SS2512 20250807 ... 13070 13045 SS
166 166 SS2601 20250807 ... 13110 13085 SS
167 167 SS2602 20250807 ... 13160 13125 SS
168 168 SS2603 20250807 ... 13225 13180 SS
169 169 SS2604 20250807 ... 13275 13190 SS
170 170 SS2605 20250807 ... 13275 13270 SS
171 171 SS2606 20250807 ... 13310 13300 SS
172 172 SS2607 20250807 ... 13355 13335 SS
173 173 SC2509 20250807 ... 504.3 504.2 SC
174 174 SC2510 20250807 ... 499.9 499.5 SC
175 175 SC2511 20250807 ... 495.2 495.4 SC
176 176 SC2512 20250807 ... 490.8 491.6 SC
177 177 SC2601 20250807 ... 487.5 488.6 SC
178 178 SC2602 20250807 ... 483.3 486 SC
179 179 SC2603 20250807 ... 480.4 483.2 SC
180 180 SC2604 20250807 ... 478.2 481.6 SC
181 181 SC2605 20250807 ... 476.2 478.4 SC
182 182 SC2606 20250807 ... 475.3 476.8 SC
183 183 SC2607 20250807 ... 477.4 475.6 SC
184 184 SC2608 20250807 ... 476.4 477.5 SC
185 185 SC2609 20250807 ... 468 475 SC
186 186 SC2612 20250807 ... 466.9 472.3 SC
187 187 SC2703 20250807 ... 464.7 470.5 SC
188 188 SC2706 20250807 ... 464.3 467.8 SC
189 189 SC2709 20250807 ... 460.4 464.4 SC
190 190 SC2712 20250807 ... 464 464 SC
191 191 SC2803 20250807 ... 460.5 460.5 SC
192 192 SC2806 20250807 ... 454 456 SC
193 193 LU2509 20250807 ... 3520 3532 LU
194 194 LU2510 20250807 ... 3545 3535 LU
195 195 LU2511 20250807 ... 3535 3531 LU
196 196 LU2512 20250807 ... 3506 3507 LU
197 197 LU2601 20250807 ... 3481 3488 LU
198 198 LU2602 20250807 ... 3454 3451 LU
199 199 LU2603 20250807 ... 3439 3438 LU
200 200 LU2604 20250807 ... 3427 3431 LU
201 201 LU2605 20250807 ... 3416 3427 LU
202 202 LU2606 20250807 ... 3412 3421 LU
203 203 LU2607 20250807 ... 3417 3415 LU
204 204 LU2608 20250807 ... 3402 3408 LU
205 205 FU2509 20250807 ... 2833 2819 FU
206 206 FU2510 20250807 ... 2846 2838 FU
207 207 FU2511 20250807 ... 2856 2850 FU
208 208 FU2512 20250807 ... 2851 2849 FU
209 209 FU2601 20250807 ... 2847 2840 FU
210 210 FU2602 20250807 ... 2837 2832 FU
211 211 FU2603 20250807 ... 2828 2824 FU
212 212 FU2604 20250807 ... 2822 2820 FU
213 213 FU2605 20250807 ... 2809 2806 FU
214 214 FU2606 20250807 ... 2801 2803 FU
215 215 FU2607 20250807 ... 2786 2788 FU
216 216 FU2608 20250807 ... 2774 2788 FU
217 217 BU2508 20250807 ... 3559 3550 BU
218 218 BU2509 20250807 ... 3556 3543 BU
219 219 BU2510 20250807 ... 3534 3517 BU
220 220 BU2511 20250807 ... 3498 3486 BU
221 221 BU2512 20250807 ... 3441 3430 BU
222 222 BU2601 20250807 ... 3408 3396 BU
223 223 BU2602 20250807 ... 3395 3385 BU
224 224 BU2603 20250807 ... 3385 3367 BU
225 225 BU2604 20250807 ... 3377 3372 BU
226 226 BU2605 20250807 ... 3366 3362 BU
227 227 BU2606 20250807 ... 3367 3359 BU
228 228 BU2607 20250807 ... 3380 3380 BU
229 229 BU2609 20250807 ... 3367 3364 BU
230 230 BU2612 20250807 ... 3327 3297 BU
231 231 BU2703 20250807 ... 3320 3314 BU
232 232 BU2706 20250807 ... 3339 3335 BU
233 233 BR2508 20250807 ... 11465 11525 BR
234 234 BR2509 20250807 ... 11505 11510 BR
235 235 BR2510 20250807 ... 11500 11510 BR
236 236 BR2511 20250807 ... 11530 11530 BR
237 237 BR2512 20250807 ... 11565 11575 BR
238 238 BR2601 20250807 ... 11605 11615 BR
239 239 BR2602 20250807 ... 11575 11605 BR
240 240 BR2603 20250807 ... 11595 11665 BR
241 241 BR2604 20250807 ... 11700 11615 BR
242 242 BR2605 20250807 ... 11715 11735 BR
243 243 BR2606 20250807 ... 11695 11695 BR
244 244 BR2607 20250807 ... 11765 11760 BR
245 245 RU2508 20250807 ... 14365 14460 RU
246 246 RU2509 20250807 ... 14475 14510 RU
247 247 RU2510 20250807 ... 14505 14525 RU
248 248 RU2511 20250807 ... 14530 14555 RU
249 249 RU2601 20250807 ... 15445 15475 RU
250 250 RU2603 20250807 ... 15485 15570 RU
251 251 RU2604 20250807 ... 15555 15590 RU
252 252 RU2605 20250807 ... 15565 15595 RU
253 253 RU2606 20250807 ... 15660 15600 RU
254 254 RU2607 20250807 ... 15595 15620 RU
255 255 NR2508 20250807 ... 12215 12260 NR
256 256 NR2509 20250807 ... 12290 12300 NR
257 257 NR2510 20250807 ... 12350 12365 NR
258 258 NR2511 20250807 ... 12395 12410 NR
259 259 NR2512 20250807 ... 12410 12435 NR
260 260 NR2601 20250807 ... 12450 12470 NR
261 261 NR2602 20250807 ... 12475 12505 NR
262 262 NR2603 20250807 ... 12545 12545 NR
263 263 NR2604 20250807 ... 12495 12565 NR
264 264 NR2605 20250807 ... 12535 12620 NR
265 265 NR2606 20250807 ... 12585 12540 NR
266 266 NR2607 20250807 ... 12650 12645 NR
267 267 SP2508 20250807 ... 5132 5108 SP
268 268 SP2509 20250807 ... 5174 5162 SP
269 269 SP2510 20250807 ... 5192 5176 SP
270 270 SP2511 20250807 ... 5194 5178 SP
271 271 SP2512 20250807 ... 5198 5186 SP
272 272 SP2601 20250807 ... 5428 5418 SP
273 273 SP2602 20250807 ... 5402 5402 SP
274 274 SP2603 20250807 ... 5408 5392 SP
275 275 SP2604 20250807 ... 5396 5390 SP
276 276 SP2605 20250807 ... 5406 5394 SP
277 277 SP2606 20250807 ... 5416 5420 SP
278 278 SP2607 20250807 ... 5406 5402 SP
279 279 EC2508 20250807 ... 2072.4 2080.3 EC
280 280 EC2510 20250807 ... 1417 1434.4 EC
281 281 EC2512 20250807 ... 1751.9 1759.5 EC
282 282 EC2602 20250807 ... 1506.8 1521.6 EC
283 283 EC2604 20250807 ... 1343.6 1342.5 EC
284 284 EC2606 20250807 ... 1492 1489.4 EC
285 285 SC_TAS2509 20250807 ... SC_TAS
286 286 SC_TAS2510 20250807 ... SC_TAS
287 287 SC_TAS2511 20250807 ... SC_TAS
288 288 SC_TAS2512 20250807 ... SC_TAS
[289 rows x 13 columns]
2025-08-11 18:26:06,970 - future_1d - INFO - ak.get_shfe_daily('2025-08-07') 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.
2025-08-11 18:26:07,058 - future_1d - INFO - ak.get_dce_daily('2025-08-07') failed
symbol date open ... settle pre_settle variety
0 IC2508 20250807 6333.800 ... 6298.200 6331.000 IC
1 IC2509 20250807 6262.000 ... 6226.600 6266.200 IC
2 IC2512 20250807 6108.200 ... 6071.200 6107.800 IC
3 IC2603 20250807 5982.800 ... 5935.400 5973.400 IC
4 IF2508 20250807 4112.200 ... 4105.800 4109.000 IF
5 IF2509 20250807 4100.000 ... 4093.000 4098.600 IF
6 IF2512 20250807 4075.000 ... 4063.000 4068.600 IF
7 IF2603 20250807 4040.000 ... 4032.000 4037.800 IF
8 IH2508 20250807 2798.000 ... 2796.800 2797.200 IH
9 IH2509 20250807 2798.000 ... 2797.600 2798.200 IH
10 IH2512 20250807 2801.000 ... 2797.600 2800.200 IH
11 IH2603 20250807 2802.000 ... 2797.200 2801.800 IH
12 IM2508 20250807 6840.000 ... 6825.600 6840.200 IM
13 IM2509 20250807 6768.800 ... 6748.800 6770.400 IM
14 IM2512 20250807 6581.000 ... 6560.000 6581.200 IM
15 IM2603 20250807 6398.200 ... 6378.000 6402.600 IM
16 T2509 20250807 108.610 ... 108.610 108.565 T
17 T2512 20250807 108.495 ... 108.480 108.435 T
18 T2603 20250807 108.280 ... 108.290 108.235 T
19 TF2509 20250807 105.800 ... 105.815 105.780 TF
20 TF2512 20250807 105.830 ... 105.860 105.815 TF
21 TF2603 20250807 105.875 ... 105.875 105.820 TF
22 TL2509 20250807 119.410 ... 119.340 119.340 TL
23 TL2512 20250807 119.110 ... 118.990 119.000 TL
24 TL2603 20250807 118.740 ... 118.680 118.620 TL
25 TS2509 20250807 102.390 ... 102.370 102.370 TS
26 TS2512 20250807 102.416 ... 102.426 102.408 TS
27 TS2603 20250807 102.408 ... 102.402 102.380 TS
[28 rows x 12 columns]
2025-08-11 18:26:07,196 - future_1d - INFO - ak.get_cffex_daily('2025-08-07') done
2025-08-11 18:26:08,938 - future_1d - INFO - save future_daily 2025-08-07 completed
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]
2025-08-11 18:26:14,503 - future_1d - INFO - ak.get_gfex_daily('2025-08-08') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250808 7951.0 8106.0 ... 448001.47 8022.0 7937.0 AP
1 AP511 20250808 7731.0 7836.0 ... 1528.13 7797.0 7731.0 AP
2 AP512 20250808 7776.0 7876.0 ... 266.12 7827.0 7781.0 AP
3 AP601 20250808 7857.0 7989.0 ... 38550.63 7919.0 7871.0 AP
4 AP603 20250808 7825.0 7881.0 ... 298.39 7852.0 7798.0 AP
5 AP604 20250808 7842.0 7913.0 ... 149.82 7885.0 7819.0 AP
6 AP605 20250808 7945.0 7983.0 ... 508.33 7943.0 7891.0 AP
7 CF509 20250808 13675.0 13700.0 ... 620030.80 13660.0 13675.0 CF
8 CF511 20250808 13735.0 13765.0 ... 129600.70 13710.0 13735.0 CF
9 CF601 20250808 13860.0 13865.0 ... 480629.88 13815.0 13830.0 CF
10 CF603 20250808 13815.0 13815.0 ... 1115.83 13775.0 13795.0 CF
11 CF605 20250808 13800.0 13810.0 ... 16865.58 13770.0 13785.0 CF
12 CF607 20250808 13800.0 13805.0 ... 599.62 13785.0 13800.0 CF
13 CJ509 20250808 9900.0 10395.0 ... 76968.18 10130.0 9955.0 CJ
14 CJ512 20250808 11050.0 11390.0 ... 27954.48 11170.0 10985.0 CJ
15 CJ601 20250808 11080.0 11545.0 ... 1477628.86 11310.0 11140.0 CJ
16 CJ603 20250808 11120.0 11590.0 ... 16298.76 11375.0 11190.0 CJ
17 CJ605 20250808 11260.0 11730.0 ... 225509.50 11495.0 11315.0 CJ
18 CJ607 20250808 11475.0 11890.0 ... 2828.46 11665.0 11500.0 CJ
19 CY508 20250808 0.0 0.0 ... 0.00 19925.0 19965.0 CY
20 CY509 20250808 19895.0 19925.0 ... 5699.31 19895.0 19905.0 CY
21 CY510 20250808 0.0 0.0 ... 0.00 20015.0 20015.0 CY
22 CY511 20250808 19795.0 19795.0 ... 56186.78 19685.0 19725.0 CY
23 CY512 20250808 0.0 0.0 ... 0.00 19650.0 19650.0 CY
24 CY601 20250808 19720.0 19810.0 ... 1499.13 19725.0 19780.0 CY
25 CY602 20250808 0.0 0.0 ... 0.00 20015.0 20055.0 CY
26 CY603 20250808 0.0 0.0 ... 0.00 20165.0 20165.0 CY
27 CY604 20250808 0.0 0.0 ... 0.00 20040.0 20040.0 CY
28 CY605 20250808 19955.0 19955.0 ... 9.98 19955.0 19970.0 CY
29 CY606 20250808 0.0 0.0 ... 0.00 20010.0 20010.0 CY
30 CY607 20250808 0.0 0.0 ... 0.00 20280.0 20280.0 CY
31 FG508 20250808 1063.0 1063.0 ... 1178.35 1056.0 1072.0 FG
32 FG509 20250808 1074.0 1076.0 ... 2335309.14 1060.0 1078.0 FG
33 FG510 20250808 1166.0 1167.0 ... 83984.35 1152.0 1168.0 FG
34 FG511 20250808 1159.0 1159.0 ... 122493.99 1143.0 1162.0 FG
35 FG512 20250808 1228.0 1230.0 ... 58746.51 1214.0 1237.0 FG
36 FG601 20250808 1220.0 1221.0 ... 2324575.61 1201.0 1222.0 FG
37 FG602 20250808 1267.0 1272.0 ... 1158.97 1254.0 1273.0 FG
38 FG603 20250808 1268.0 1269.0 ... 986.22 1248.0 1272.0 FG
39 FG604 20250808 1311.0 1314.0 ... 676.99 1297.0 1317.0 FG
40 FG605 20250808 1305.0 1309.0 ... 31981.23 1293.0 1311.0 FG
41 FG606 20250808 1325.0 1331.0 ... 1656.48 1319.0 1333.0 FG
42 FG607 20250808 1322.0 1328.0 ... 848.41 1313.0 1329.0 FG
43 JR509 20250808 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250808 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250808 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250808 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250808 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250808 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250808 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250808 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250808 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA508 20250808 0.0 0.0 ... 0.00 2340.0 2347.0 MA
53 MA509 20250808 2391.0 2399.0 ... 714862.22 2388.0 2395.0 MA
54 MA510 20250808 2418.0 2425.0 ... 104595.77 2419.0 2420.0 MA
55 MA511 20250808 2447.0 2452.0 ... 170031.10 2443.0 2448.0 MA
56 MA512 20250808 2478.0 2487.0 ... 69062.31 2471.0 2482.0 MA
57 MA601 20250808 2497.0 2505.0 ... 414762.11 2489.0 2502.0 MA
58 MA602 20250808 2496.0 2501.0 ... 89.63 2490.0 2500.0 MA
59 MA603 20250808 2495.0 2497.0 ... 101.97 2487.0 2497.0 MA
60 MA604 20250808 2481.0 2481.0 ... 54.45 2475.0 2481.0 MA
61 MA605 20250808 2456.0 2461.0 ... 12784.08 2446.0 2453.0 MA
62 MA606 20250808 2452.0 2452.0 ... 2.45 2452.0 2459.0 MA
63 MA607 20250808 2445.0 2454.0 ... 46.46 2445.0 2450.0 MA
64 OI509 20250808 9505.0 9592.0 ... 1848814.79 9560.0 9558.0 OI
65 OI511 20250808 9516.0 9605.0 ... 186992.06 9579.0 9569.0 OI
66 OI601 20250808 9495.0 9574.0 ... 1020082.29 9543.0 9532.0 OI
67 OI603 20250808 9447.0 9514.0 ... 3587.71 9491.0 9487.0 OI
68 OI605 20250808 9371.0 9416.0 ... 17002.12 9399.0 9398.0 OI
69 OI607 20250808 9381.0 9407.0 ... 150.22 9389.0 9416.0 OI
70 PF508 20250808 6290.0 6290.0 ... 6.29 6290.0 6300.0 PF
71 PF509 20250808 6310.0 6338.0 ... 64471.60 6322.0 6332.0 PF
72 PF510 20250808 6386.0 6416.0 ... 350921.50 6390.0 6402.0 PF
73 PF511 20250808 6386.0 6420.0 ... 170598.49 6392.0 6402.0 PF
74 PF512 20250808 6400.0 6418.0 ... 27882.97 6394.0 6400.0 PF
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]
2025-08-11 18:26:14,813 - future_1d - INFO - ak.get_czce_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]
2025-08-11 18:26:14,934 - future_1d - INFO - ak.get_ine_daily('2025-08-08') done
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]
2025-08-11 18:26:15,052 - future_1d - INFO - ak.get_shfe_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.
2025-08-11 18:26:15,138 - future_1d - INFO - ak.get_dce_daily('2025-08-08') failed
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]
2025-08-11 18:26:15,293 - future_1d - INFO - ak.get_cffex_daily('2025-08-08') done
2025-08-11 18:26:17,029 - future_1d - INFO - save future_daily 2025-08-08 completed
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]
2025-08-11 18:26:23,710 - future_1d - INFO - ak.get_gfex_daily('2025-08-11') done
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]
2025-08-11 18:26:23,993 - future_1d - INFO - ak.get_czce_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]
2025-08-11 18:26:24,065 - future_1d - INFO - ak.get_ine_daily('2025-08-11') done
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]
2025-08-11 18:26:24,162 - future_1d - INFO - ak.get_shfe_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.
2025-08-11 18:26:24,276 - future_1d - INFO - ak.get_dce_daily('2025-08-11') failed
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]
2025-08-11 18:26:24,415 - future_1d - INFO - ak.get_cffex_daily('2025-08-11') done
2025-08-11 18:26:26,143 - future_1d - INFO - save future_daily 2025-08-11 completed