82 PK510 20250910 7880.0 7898.0 ... 28229.56 7876.0 7926.0 PK
83 PK511 20250910 7782.0 7808.0 ... 214382.20 7792.0 7830.0 PK
84 PK512 20250910 7778.0 7828.0 ... 79885.94 7804.0 7844.0 PK
85 PK601 20250910 7826.0 7850.0 ... 29793.81 7832.0 7860.0 PK
86 PK603 20250910 7838.0 7856.0 ... 27.47 7850.0 7882.0 PK
87 PK604 20250910 7878.0 7878.0 ... 11.82 7878.0 7896.0 PK
88 PK605 20250910 7854.0 7880.0 ... 3234.27 7870.0 7884.0 PK
89 PL601 20250910 6405.0 6430.0 ... 35925.17 6413.0 6395.0 PL
90 PL602 20250910 6433.0 6457.0 ... 232.16 6449.0 6432.0 PL
91 PL603 20250910 6445.0 6445.0 ... 12.89 6445.0 6427.0 PL
92 PL604 20250910 0.0 0.0 ... 0.00 6465.0 6465.0 PL
93 PL605 20250910 6386.0 6386.0 ... 12.77 6386.0 6360.0 PL
94 PL606 20250910 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250910 6450.0 6450.0 ... 12.90 6450.0 6424.0 PL
96 PL608 20250910 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250910 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250910 0.0 0.0 ... 0.00 5788.0 5794.0 PR
104 PR510 20250910 5834.0 5864.0 ... 5671.22 5844.0 5836.0 PR
105 PR511 20250910 5834.0 5864.0 ... 281895.10 5842.0 5834.0 PR
106 PR512 20250910 5852.0 5874.0 ... 182273.87 5854.0 5842.0 PR
107 PR601 20250910 5862.0 5882.0 ... 185022.08 5860.0 5846.0 PR
108 PR602 20250910 0.0 0.0 ... 0.00 5898.0 5886.0 PR
109 PR603 20250910 0.0 0.0 ... 0.00 5898.0 5894.0 PR
110 PR604 20250910 0.0 0.0 ... 0.00 5902.0 5892.0 PR
111 PR605 20250910 0.0 0.0 ... 0.00 5916.0 5916.0 PR
112 PR606 20250910 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250910 0.0 0.0 ... 0.00 5970.0 5970.0 PR
114 PR608 20250910 0.0 0.0 ... 0.00 5962.0 5960.0 PR
115 PX509 20250910 0.0 0.0 ... 0.00 6768.0 6724.0 PX
116 PX510 20250910 6732.0 6812.0 ... 4612.28 6788.0 6708.0 PX
117 PX511 20250910 6718.0 6794.0 ... 520291.14 6752.0 6708.0 PX
118 PX512 20250910 6702.0 6760.0 ... 113379.51 6720.0 6690.0 PX
119 PX601 20250910 6692.0 6732.0 ... 93542.64 6702.0 6674.0 PX
120 PX602 20250910 6672.0 6716.0 ... 12859.72 6688.0 6660.0 PX
121 PX603 20250910 6662.0 6662.0 ... 3.33 6662.0 6646.0 PX
122 PX604 20250910 0.0 0.0 ... 0.00 6698.0 6696.0 PX
123 PX605 20250910 6670.0 6716.0 ... 354.68 6692.0 6676.0 PX
124 PX606 20250910 0.0 0.0 ... 0.00 6708.0 6682.0 PX
125 PX607 20250910 0.0 0.0 ... 0.00 6722.0 6674.0 PX
126 PX608 20250910 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250910 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250910 0.0 0.0 ... 0.00 2565.0 2573.0 RM
134 RM511 20250910 2556.0 2558.0 ... 11654.56 2541.0 2548.0 RM
135 RM601 20250910 2555.0 2560.0 ... 770353.73 2542.0 2539.0 RM
136 RM603 20250910 2442.0 2450.0 ... 14930.08 2432.0 2432.0 RM
137 RM605 20250910 2409.0 2431.0 ... 134388.72 2412.0 2399.0 RM
138 RM607 20250910 2390.0 2412.0 ... 16468.46 2394.0 2380.0 RM
139 RM608 20250910 2489.0 2504.0 ... 214.08 2489.0 2480.0 RM
140 RS509 20250910 0.0 0.0 ... 0.00 4852.0 4854.0 RS
141 RS511 20250910 5175.0 5177.0 ... 10.35 5176.0 5196.0 RS
142 RS607 20250910 5528.0 5588.0 ... 155.66 5559.0 5561.0 RS
143 RS608 20250910 0.0 0.0 ... 0.00 5615.0 5627.0 RS
144 SA509 20250910 1156.0 1168.0 ... 5804.57 1151.0 1167.0 SA
145 SA510 20250910 1199.0 1208.0 ... 58396.32 1199.0 1212.0 SA
146 SA511 20250910 1205.0 1218.0 ... 296847.16 1208.0 1219.0 SA
147 SA512 20250910 1265.0 1276.0 ... 153414.88 1264.0 1275.0 SA
148 SA601 20250910 1271.0 1285.0 ... 3397262.42 1271.0 1287.0 SA
149 SA602 20250910 1304.0 1315.0 ... 31964.00 1304.0 1316.0 SA
150 SA603 20250910 1309.0 1321.0 ... 4482.70 1308.0 1323.0 SA
151 SA604 20250910 1350.0 1357.0 ... 1467.59 1349.0 1360.0 SA
152 SA605 20250910 1349.0 1361.0 ... 119241.42 1351.0 1367.0 SA
153 SA606 20250910 1363.0 1370.0 ... 1032.58 1359.0 1378.0 SA
154 SA607 20250910 1363.0 1373.0 ... 1432.27 1361.0 1377.0 SA
155 SA608 20250910 1382.0 1391.0 ... 920.95 1383.0 1397.0 SA
156 SF509 20250910 5410.0 5494.0 ... 915.23 5464.0 5448.0 SF
157 SF510 20250910 5430.0 5522.0 ... 32525.43 5472.0 5468.0 SF
158 SF511 20250910 5586.0 5692.0 ... 442359.92 5636.0 5630.0 SF
159 SF512 20250910 5526.0 5642.0 ... 64985.40 5596.0 5584.0 SF
160 SF601 20250910 5530.0 5646.0 ... 135499.99 5594.0 5586.0 SF
161 SF602 20250910 5510.0 5600.0 ... 19166.00 5548.0 5548.0 SF
162 SF603 20250910 5716.0 5770.0 ... 25.87 5750.0 5744.0 SF
163 SF604 20250910 5706.0 5706.0 ... 2.85 5706.0 5722.0 SF
164 SF605 20250910 5660.0 5752.0 ... 1910.97 5704.0 5692.0 SF
165 SF606 20250910 5640.0 5708.0 ... 31.18 5670.0 5656.0 SF
166 SF607 20250910 5770.0 5860.0 ... 37.80 5816.0 5810.0 SF
167 SF608 20250910 5730.0 5738.0 ... 5.73 5734.0 5744.0 SF
168 SH509 20250910 2780.0 2842.0 ... 33.73 2811.0 2656.0 SH
169 SH510 20250910 2552.0 2572.0 ... 64097.40 2559.0 2567.0 SH
170 SH511 20250910 2558.0 2579.0 ... 551526.90 2562.0 2571.0 SH
171 SH512 20250910 2581.0 2600.0 ... 303131.55 2583.0 2590.0 SH
172 SH601 20250910 2560.0 2588.0 ... 1896006.35 2571.0 2578.0 SH
173 SH602 20250910 2584.0 2607.0 ... 17714.75 2591.0 2595.0 SH
174 SH603 20250910 2603.0 2625.0 ... 790.51 2609.0 2614.0 SH
175 SH604 20250910 2649.0 2666.0 ... 143.26 2653.0 2654.0 SH
176 SH605 20250910 2655.0 2677.0 ... 15127.81 2664.0 2667.0 SH
177 SH606 20250910 2660.0 2683.0 ... 136.33 2673.0 2671.0 SH
178 SH607 20250910 2655.0 2673.0 ... 71.99 2666.0 2669.0 SH
179 SH608 20250910 2679.0 2682.0 ... 40.17 2678.0 2683.0 SH
180 SM509 20250910 5714.0 5794.0 ... 970.59 5726.0 5742.0 SM
181 SM510 20250910 5710.0 5812.0 ... 31907.91 5772.0 5756.0 SM
182 SM511 20250910 5800.0 5888.0 ... 223159.52 5830.0 5826.0 SM
183 SM512 20250910 5796.0 5894.0 ... 49051.46 5852.0 5832.0 SM
184 SM601 20250910 5800.0 5900.0 ... 520854.01 5852.0 5838.0 SM
185 SM602 20250910 5814.0 5910.0 ... 132107.14 5840.0 5844.0 SM
186 SM603 20250910 5838.0 5912.0 ... 96.99 5878.0 5854.0 SM
187 SM604 20250910 5910.0 5910.0 ... 5.90 5898.0 5864.0 SM
188 SM605 20250910 5850.0 5934.0 ... 7137.44 5900.0 5880.0 SM
189 SM606 20250910 5870.0 5904.0 ... 5.89 5888.0 5880.0 SM
190 SM607 20250910 5876.0 5888.0 ... 14.70 5882.0 5894.0 SM
191 SM608 20250910 5888.0 5912.0 ... 8.85 5898.0 5886.0 SM
192 SR509 20250910 5535.0 5535.0 ... 1154.17 5522.0 5534.0 SR
193 SR511 20250910 5533.0 5561.0 ... 147405.35 5539.0 5525.0 SR
194 SR601 20250910 5520.0 5548.0 ... 1086155.49 5534.0 5521.0 SR
195 SR603 20250910 5508.0 5530.0 ... 3566.10 5520.0 5512.0 SR
196 SR605 20250910 5501.0 5517.0 ... 43872.78 5508.0 5503.0 SR
197 SR607 20250910 5490.0 5513.0 ... 2542.39 5503.0 5500.0 SR
198 TA509 20250910 4586.0 4628.0 ... 5013.80 4598.0 4580.0 TA
199 TA510 20250910 4640.0 4680.0 ... 53245.06 4662.0 4640.0 TA
200 TA511 20250910 4654.0 4690.0 ... 288156.54 4670.0 4648.0 TA
201 TA512 20250910 4664.0 4698.0 ... 167477.92 4678.0 4660.0 TA
202 TA601 20250910 4670.0 4704.0 ... 1341265.83 4686.0 4670.0 TA
203 TA602 20250910 4678.0 4710.0 ... 18831.64 4694.0 4676.0 TA
204 TA603 20250910 4704.0 4720.0 ... 73.03 4712.0 4690.0 TA
205 TA604 20250910 4722.0 4722.0 ... 2.36 4722.0 4692.0 TA
206 TA605 20250910 4702.0 4732.0 ... 26461.23 4716.0 4702.0 TA
207 TA606 20250910 0.0 0.0 ... 0.00 4734.0 4710.0 TA
208 TA607 20250910 0.0 0.0 ... 0.00 4744.0 4720.0 TA
209 TA608 20250910 4740.0 4746.0 ... 7.12 4744.0 4730.0 TA
210 UR509 20250910 1621.0 1630.0 ... 287.62 1616.0 1625.0 UR
211 UR510 20250910 1644.0 1653.0 ... 7783.83 1639.0 1650.0 UR
212 UR511 20250910 1671.0 1684.0 ... 48792.94 1671.0 1681.0 UR
213 UR512 20250910 1678.0 1688.0 ... 16449.09 1675.0 1684.0 UR
214 UR601 20250910 1681.0 1692.0 ... 565969.77 1679.0 1686.0 UR
215 UR602 20250910 1683.0 1691.0 ... 463.48 1679.0 1687.0 UR
216 UR603 20250910 1731.0 1734.0 ... 203.95 1728.0 1731.0 UR
217 UR604 20250910 1730.0 1734.0 ... 51.84 1728.0 1732.0 UR
218 UR605 20250910 1737.0 1739.0 ... 25068.39 1729.0 1734.0 UR
219 UR606 20250910 1727.0 1735.0 ... 137.87 1723.0 1730.0 UR
220 UR607 20250910 1763.0 1763.0 ... 35.11 1755.0 1760.0 UR
221 UR608 20250910 1755.0 1755.0 ... 59.35 1746.0 1753.0 UR
222 WH509 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250910 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250910 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:28:22,066 - future_1d - INFO - ak.get_czce_daily('2025-09-10') done
2025-09-12 18:28:30,255 - future_1d - INFO - save future_daily 2025-09-10 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250911 ... 80090 79730 CU
1 1 CU2510 20250911 ... 80080 79680 CU
2 2 CU2511 20250911 ... 80080 79670 CU
3 3 CU2512 20250911 ... 80050 79640 CU
4 4 CU2601 20250911 ... 80040 79610 CU
5 5 CU2602 20250911 ... 80040 79570 CU
6 6 CU2603 20250911 ... 80060 79590 CU
7 7 CU2604 20250911 ... 80150 79690 CU
8 8 CU2605 20250911 ... 80130 79660 CU
9 9 CU2606 20250911 ... 80150 79700 CU
10 10 CU2607 20250911 ... 80150 79790 CU
11 11 CU2608 20250911 ... 80140 79740 CU
12 12 BC2509 20250911 ... 70500 70500 BC
13 13 BC2510 20250911 ... 71180 70820 BC
14 14 BC2511 20250911 ... 71150 70800 BC
15 15 BC2512 20250911 ... 70790 70790 BC
16 16 BC2601 20250911 ... 71300 70880 BC
17 17 BC2602 20250911 ... 70900 70900 BC
18 18 BC2603 20250911 ... 71560 70050 BC
19 19 BC2604 20250911 ... 71200 71200 BC
20 20 BC2605 20250911 ... 71170 71170 BC
21 21 BC2606 20250911 ... 70710 70700 BC
22 22 BC2607 20250911 ... 70900 70900 BC
23 23 BC2608 20250911 ... 70800 70800 BC
24 24 AL2509 20250911 ... 20845 20765 AL
25 25 AL2510 20250911 ... 20850 20785 AL
26 26 AL2511 20250911 ... 20840 20770 AL
27 27 AL2512 20250911 ... 20815 20745 AL
28 28 AL2601 20250911 ... 20800 20730 AL
29 29 AL2602 20250911 ... 20795 20730 AL
30 30 AL2603 20250911 ... 20820 20755 AL
31 31 AL2604 20250911 ... 20855 20780 AL
32 32 AL2605 20250911 ... 20865 20805 AL
33 33 AL2606 20250911 ... 20865 20795 AL
34 34 AL2607 20250911 ... 20875 20800 AL
35 35 AL2608 20250911 ... 20870 20810 AL
36 36 ZN2509 20250911 ... 22190 22115 ZN
37 37 ZN2510 20250911 ... 22225 22170 ZN
38 38 ZN2511 20250911 ... 22235 22175 ZN
39 39 ZN2512 20250911 ... 22250 22185 ZN
40 40 ZN2601 20250911 ... 22255 22205 ZN
41 41 ZN2602 20250911 ... 22265 22200 ZN
42 42 ZN2603 20250911 ... 22265 22230 ZN
43 43 ZN2604 20250911 ... 22310 22245 ZN
44 44 ZN2605 20250911 ... 22305 22255 ZN
45 45 ZN2606 20250911 ... 22305 22285 ZN
46 46 ZN2607 20250911 ... 22335 22270 ZN
47 47 ZN2608 20250911 ... 22350 22280 ZN
48 48 PB2509 20250911 ... 16795 16805 PB
49 49 PB2510 20250911 ... 16860 16840 PB
50 50 PB2511 20250911 ... 16865 16850 PB
51 51 PB2512 20250911 ... 16885 16870 PB
52 52 PB2601 20250911 ... 16910 16880 PB
53 53 PB2602 20250911 ... 16895 16945 PB
54 54 PB2603 20250911 ... 16910 16910 PB
55 55 PB2604 20250911 ... 16910 16945 PB
56 56 PB2605 20250911 ... 16925 16945 PB
57 57 PB2606 20250911 ... 16935 17030 PB
58 58 PB2607 20250911 ... 16945 17020 PB
59 59 PB2608 20250911 ... 16965 17060 PB
60 60 NI2509 20250911 ... 120260 120110 NI
61 61 NI2510 20250911 ... 120450 120490 NI
62 62 NI2511 20250911 ... 120600 120660 NI
63 63 NI2512 20250911 ... 120780 120870 NI
64 64 NI2601 20250911 ... 121000 121080 NI
65 65 NI2602 20250911 ... 121260 121360 NI
66 66 NI2603 20250911 ... 121390 121570 NI
67 67 NI2604 20250911 ... 121710 121760 NI
68 68 NI2605 20250911 ... 121760 121960 NI
69 69 NI2606 20250911 ... 122050 122270 NI
70 70 NI2607 20250911 ... 122410 122470 NI
71 71 NI2608 20250911 ... 122670 122910 NI
72 72 SN2509 20250911 ... 270340 268520 SN
73 73 SN2510 20250911 ... 271410 269480 SN
74 74 SN2511 20250911 ... 271610 269720 SN
75 75 SN2512 20250911 ... 271690 269940 SN
76 76 SN2601 20250911 ... 271500 270340 SN
77 77 SN2602 20250911 ... 271650 270030 SN
78 78 SN2603 20250911 ... 271120 270300 SN
79 79 SN2604 20250911 ... 272180 270750 SN
80 80 SN2605 20250911 ... 272460 271250 SN
81 81 SN2606 20250911 ... 271900 269320 SN
82 82 SN2607 20250911 ... 273090 270950 SN
83 83 SN2608 20250911 ... 272370 271420 SN
84 84 AO2509 20250911 ... 2904 2869 AO
85 85 AO2510 20250911 ... 2918 2905 AO
86 86 AO2511 20250911 ... 2920 2909 AO
87 87 AO2512 20250911 ... 2931 2913 AO
88 88 AO2601 20250911 ... 2940 2922 AO
89 89 AO2602 20250911 ... 2947 2932 AO
90 90 AO2603 20250911 ... 3008 2995 AO
91 91 AO2604 20250911 ... 3015 3008 AO
92 92 AO2605 20250911 ... 3025 3010 AO
93 93 AO2606 20250911 ... 3034 3023 AO
94 94 AO2607 20250911 ... 3048 3033 AO
95 95 AO2608 20250911 ... 3063 3054 AO
96 96 AD2511 20250911 ... 20410 20350 AD
97 97 AD2512 20250911 ... 20430 20355 AD
98 98 AD2601 20250911 ... 20410 20355 AD
99 99 AD2602 20250911 ... 20395 20360 AD
100 100 AD2603 20250911 ... 20405 20360 AD
101 101 AD2604 20250911 ... 20240 20240 AD
102 102 AD2605 20250911 ... 20325 20265 AD
103 103 AD2606 20250911 ... 20155 20155 AD
104 104 AD2607 20250911 ... 20150 20150 AD
105 105 AD2608 20250911 ... 20170 20170 AD
106 106 AU2509 20250911 ... 832.5 853.28 AU
107 107 AU2510 20250911 ... 833.38 833.38 AU
108 108 AU2511 20250911 ... 834.64 835.86 AU
109 109 AU2512 20250911 ... 835.48 835.82 AU
110 110 AU2602 20250911 ... 838.02 838.18 AU
111 111 AU2604 20250911 ... 839.8 840.72 AU
112 112 AU2606 20250911 ... 842.34 843.26 AU
113 113 AU2608 20250911 ... 844.48 845.5 AU
114 114 AG2509 20250911 ... 9785 9779 AG
115 115 AG2510 20250911 ... 9804 9771 AG
116 116 AG2511 20250911 ... 9815 9788 AG
117 117 AG2512 20250911 ... 9824 9794 AG
118 118 AG2601 20250911 ... 9837 9804 AG
119 119 AG2602 20250911 ... 9848 9816 AG
120 120 AG2603 20250911 ... 9860 9830 AG
121 121 AG2604 20250911 ... 9875 9840 AG
122 122 AG2605 20250911 ... 9893 9857 AG
123 123 AG2606 20250911 ... 9906 9866 AG
124 124 AG2607 20250911 ... 9922 9914 AG
125 125 AG2608 20250911 ... 9938 9905 AG
126 126 RB2509 20250911 ... 2941 2950 RB
127 127 RB2510 20250911 ... 3013 3025 RB
128 128 RB2511 20250911 ... 3034 3045 RB
129 129 RB2512 20250911 ... 3081 3089 RB
130 130 RB2601 20250911 ... 3101 3108 RB
131 131 RB2602 20250911 ... 3098 3107 RB
132 132 RB2603 20250911 ... 3112 3116 RB
133 133 RB2604 20250911 ... 3136 3140 RB
134 134 RB2605 20250911 ... 3150 3154 RB
135 135 RB2606 20250911 ... 3166 3165 RB
136 136 RB2607 20250911 ... 3179 3183 RB
137 137 RB2608 20250911 ... 3192 3190 RB
138 138 WR2509 20250911 ... 3342 3342 WR
139 139 WR2510 20250911 ... 3282 3280 WR
140 140 WR2511 20250911 ... 3302 3302 WR
141 141 WR2512 20250911 ... 3324 3324 WR
142 142 WR2601 20250911 ... 3377 3390 WR
143 143 WR2602 20250911 ... 3358 3337 WR
144 144 WR2603 20250911 ... 3338 3338 WR
145 145 WR2604 20250911 ... 3389 3399 WR
146 146 WR2605 20250911 ... 3414 3414 WR
147 147 WR2606 20250911 ... 3372 3375 WR
148 148 WR2607 20250911 ... 3390 3390 WR
149 149 WR2608 20250911 ... 3410 3414 WR
150 150 HC2509 20250911 ... 3396 3396 HC
151 151 HC2510 20250911 ... 3379 3370 HC
152 152 HC2511 20250911 ... 3365 3357 HC
153 153 HC2512 20250911 ... 3354 3350 HC
154 154 HC2601 20250911 ... 3342 3335 HC
155 155 HC2602 20250911 ... 3339 3339 HC
156 156 HC2603 20250911 ... 3344 3342 HC
157 157 HC2604 20250911 ... 3346 3346 HC
158 158 HC2605 20250911 ... 3347 3346 HC
159 159 HC2606 20250911 ... 3354 3359 HC
160 160 HC2607 20250911 ... 3357 3340 HC
161 161 HC2608 20250911 ... 3358 3358 HC
162 162 SS2509 20250911 ... 12800 12800 SS
163 163 SS2510 20250911 ... 12810 12825 SS
164 164 SS2511 20250911 ... 12895 12915 SS
165 165 SS2512 20250911 ... 12930 12955 SS
166 166 SS2601 20250911 ... 12990 13005 SS
167 167 SS2602 20250911 ... 13030 13060 SS
168 168 SS2603 20250911 ... 13110 13120 SS
169 169 SS2604 20250911 ... 13175 13190 SS
170 170 SS2605 20250911 ... 13245 13265 SS
171 171 SS2606 20250911 ... 13305 13320 SS
172 172 SS2607 20250911 ... 13370 13370 SS
173 173 SS2608 20250911 ... 13400 13400 SS
174 174 SC2510 20250911 ... 488.7 486.1 SC
175 175 SC2511 20250911 ... 489.4 485.7 SC
176 176 SC2512 20250911 ... 488.1 484.6 SC
177 177 SC2601 20250911 ... 487.1 484.5 SC
178 178 SC2602 20250911 ... 486 483.7 SC
179 179 SC2603 20250911 ... 484.7 482.6 SC
180 180 SC2604 20250911 ... 484.5 481.6 SC
181 181 SC2605 20250911 ... 483.3 481.5 SC
182 182 SC2606 20250911 ... 484.5 477.9 SC
183 183 SC2607 20250911 ... 483.7 480.9 SC
184 184 SC2608 20250911 ... 482 475.5 SC
185 185 SC2609 20250911 ... 480.8 474.4 SC
186 186 SC2612 20250911 ... 477.9 467.3 SC
187 187 SC2703 20250911 ... 472.1 462.1 SC
188 188 SC2706 20250911 ... 471.5 460.7 SC
189 189 SC2709 20250911 ... 471.3 461.3 SC
190 190 SC2712 20250911 ... 469 461 SC
191 191 SC2803 20250911 ... 468.2 459.5 SC
192 192 SC2806 20250911 ... 466.7 461.5 SC
193 193 SC2809 20250911 ... 462 458.1 SC
194 194 LU2510 20250911 ... 3343 3368 LU
195 195 LU2511 20250911 ... 3370 3392 LU
196 196 LU2512 20250911 ... 3362 3382 LU
197 197 LU2601 20250911 ... 3358 3378 LU
198 198 LU2602 20250911 ... 3338 3358 LU
199 199 LU2603 20250911 ... 3334 3354 LU
200 200 LU2604 20250911 ... 3339 3349 LU
201 201 LU2605 20250911 ... 3323 3341 LU
202 202 LU2606 20250911 ... 3316 3339 LU
203 203 LU2607 20250911 ... 3321 3335 LU
204 204 LU2608 20250911 ... 3316 3324 LU
205 205 LU2609 20250911 ... 3314 3329 LU
206 206 FU2510 20250911 ... 2833 2828 FU
207 207 FU2511 20250911 ... 2824 2822 FU
208 208 FU2512 20250911 ... 2803 2802 FU
209 209 FU2601 20250911 ... 2793 2789 FU
210 210 FU2602 20250911 ... 2777 2771 FU
211 211 FU2603 20250911 ... 2766 2759 FU
212 212 FU2604 20250911 ... 2759 2757 FU
213 213 FU2605 20250911 ... 2749 2742 FU
214 214 FU2606 20250911 ... 2741 2735 FU
215 215 FU2607 20250911 ... 2727 2724 FU
216 216 FU2608 20250911 ... 2722 2717 FU
217 217 FU2609 20250911 ... 2700 2696 FU
218 218 BU2509 20250911 ... 3423 3404 BU
219 219 BU2510 20250911 ... 3470 3456 BU
220 220 BU2511 20250911 ... 3459 3437 BU
221 221 BU2512 20250911 ... 3411 3392 BU
222 222 BU2601 20250911 ... 3385 3365 BU
223 223 BU2602 20250911 ... 3382 3364 BU
224 224 BU2603 20250911 ... 3388 3369 BU
225 225 BU2604 20250911 ... 3382 3348 BU
226 226 BU2605 20250911 ... 3388 3357 BU
227 227 BU2606 20250911 ... 3379 3353 BU
228 228 BU2607 20250911 ... 3381 3358 BU
229 229 BU2608 20250911 ... 3359 3340 BU
230 230 BU2609 20250911 ... 3372 3346 BU
231 231 BU2612 20250911 ... 3325 3307 BU
232 232 BU2703 20250911 ... 3327 3293 BU
233 233 BU2706 20250911 ... 3331 3321 BU
234 234 BR2509 20250911 ... 11850 11850 BR
235 235 BR2510 20250911 ... 11665 11720 BR
236 236 BR2511 20250911 ... 11630 11705 BR
237 237 BR2512 20250911 ... 11615 11690 BR
238 238 BR2601 20250911 ... 11630 11700 BR
239 239 BR2602 20250911 ... 11735 11735 BR
240 240 BR2603 20250911 ... 11665 11705 BR
241 241 BR2604 20250911 ... 11680 11710 BR
242 242 BR2605 20250911 ... 11700 11745 BR
243 243 BR2606 20250911 ... 11715 11815 BR
244 244 BR2607 20250911 ... 11780 12000 BR
245 245 BR2608 20250911 ... 11915 11915 BR
246 246 RU2509 20250911 ... 14825 14975 RU
247 247 RU2510 20250911 ... 14955 15050 RU
248 248 RU2511 20250911 ... 14940 15005 RU
249 249 RU2601 20250911 ... 15880 15955 RU
250 250 RU2603 20250911 ... 15880 15970 RU
251 251 RU2604 20250911 ... 15895 15960 RU
252 252 RU2605 20250911 ... 15910 15995 RU
253 253 RU2606 20250911 ... 15925 16030 RU
254 254 RU2607 20250911 ... 15980 16045 RU
255 255 RU2608 20250911 ... 15970 16065 RU
256 256 NR2509 20250911 ... 12645 12645 NR
257 257 NR2510 20250911 ... 12550 12660 NR
258 258 NR2511 20250911 ... 12600 12715 NR
259 259 NR2512 20250911 ... 12640 12760 NR
260 260 NR2601 20250911 ... 12685 12800 NR
261 261 NR2602 20250911 ... 12685 12825 NR
262 262 NR2603 20250911 ... 12685 12795 NR
263 263 NR2604 20250911 ... 12730 12815 NR
264 264 NR2605 20250911 ... 12745 12840 NR
265 265 NR2606 20250911 ... 12700 13000 NR
266 266 NR2607 20250911 ... 12715 13045 NR
267 267 NR2608 20250911 ... 12760 12865 NR
268 268 SP2509 20250911 ... 4948 4872 SP
269 269 SP2510 20250911 ... 4974 4890 SP
270 270 SP2511 20250911 ... 4994 4928 SP
271 271 SP2512 20250911 ... 5014 4942 SP
272 272 SP2601 20250911 ... 5280 5226 SP
273 273 SP2602 20250911 ... 5276 5226 SP
274 274 SP2603 20250911 ... 5280 5214 SP
275 275 SP2604 20250911 ... 5278 5228 SP
276 276 SP2605 20250911 ... 5294 5234 SP
277 277 SP2606 20250911 ... 5290 5244 SP
278 278 SP2607 20250911 ... 5286 5254 SP
279 279 SP2608 20250911 ... 5292 5258 SP
280 280 OP2601 20250911 ... 4254 4238 OP
281 281 OP2602 20250911 ... 4246 4216 OP
282 282 OP2603 20250911 ... 4274 4196 OP
283 283 OP2604 20250911 ... 4282 4224 OP
284 284 OP2605 20250911 ... 4278 4236 OP
285 285 OP2606 20250911 ... 4250 4262 OP
286 286 OP2607 20250911 ... 4270 4246 OP
287 287 OP2608 20250911 ... 4278 4260 OP
288 288 EC2510 20250911 ... 1222 1270.9 EC
289 289 EC2512 20250911 ... 1633.3 1677.3 EC
290 290 EC2602 20250911 ... 1509.2 1525.2 EC
291 291 EC2604 20250911 ... 1245.9 1252.1 EC
292 292 EC2606 20250911 ... 1429.4 1438.6 EC
293 293 EC2608 20250911 ... 1605.4 1609.3 EC
294 294 SC_TAS2510 20250911 ... SC_TAS
295 295 SC_TAS2511 20250911 ... SC_TAS
296 296 SC_TAS2512 20250911 ... SC_TAS
297 297 SC_TAS2601 20250911 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 18:28:35,115 - future_1d - INFO - ak.get_shfe_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 PS2509 20250911 55575.0 ... 55575.0 55575.0 PS
1 PS2510 20250911 53495.0 ... 53135.0 52840.0 PS
2 PS2511 20250911 53200.0 ... 53035.0 52690.0 PS
3 PS2512 20250911 55920.0 ... 55530.0 55180.0 PS
4 PS2601 20250911 55500.0 ... 55465.0 55040.0 PS
5 PS2602 20250911 55690.0 ... 55735.0 55095.0 PS
6 PS2603 20250911 55880.0 ... 55715.0 55055.0 PS
7 PS2604 20250911 56005.0 ... 55800.0 55130.0 PS
8 PS2605 20250911 55650.0 ... 55650.0 55245.0 PS
9 PS2606 20250911 57800.0 ... 57725.0 57570.0 PS
10 PS2607 20250911 58050.0 ... 57855.0 57500.0 PS
11 PS2608 20250911 58000.0 ... 57850.0 57455.0 PS
13 SI2509 20250911 0.0 ... 8685.0 8470.0 SI
14 SI2510 20250911 8675.0 ... 8685.0 8520.0 SI
15 SI2511 20250911 8715.0 ... 8690.0 8530.0 SI
16 SI2512 20250911 9045.0 ... 9040.0 8885.0 SI
17 SI2601 20250911 9050.0 ... 9035.0 8875.0 SI
18 SI2602 20250911 9020.0 ... 9030.0 8935.0 SI
19 SI2603 20250911 9070.0 ... 9065.0 8920.0 SI
20 SI2604 20250911 9025.0 ... 9030.0 8950.0 SI
21 SI2605 20250911 9075.0 ... 9055.0 8915.0 SI
22 SI2606 20250911 9080.0 ... 9070.0 8940.0 SI
23 SI2607 20250911 9000.0 ... 9070.0 8940.0 SI
24 SI2608 20250911 9060.0 ... 9085.0 8905.0 SI
27 LC2509 20250911 70940.0 ... 70800.0 69760.0 LC
28 LC2510 20250911 71360.0 ... 70580.0 69720.0 LC
29 LC2511 20250911 70960.0 ... 70660.0 70120.0 LC
30 LC2512 20250911 71100.0 ... 70960.0 70200.0 LC
31 LC2601 20250911 71300.0 ... 70920.0 70240.0 LC
32 LC2602 20250911 71120.0 ... 70860.0 70240.0 LC
33 LC2603 20250911 70960.0 ... 70780.0 70220.0 LC
34 LC2604 20250911 72100.0 ... 71740.0 70660.0 LC
35 LC2605 20250911 71620.0 ... 71380.0 70700.0 LC
36 LC2606 20250911 71540.0 ... 71240.0 70460.0 LC
37 LC2607 20250911 71300.0 ... 71100.0 70500.0 LC
38 LC2608 20250911 71220.0 ... 71040.0 70700.0 LC
[36 rows x 12 columns]
2025-09-12 18:28:35,258 - future_1d - INFO - ak.get_gfex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250911 485.1 492.8 ... 4305277.99 488.7 486.1 SC
1 SC2511 20250911 488 492.5 ... 1431053.05 489.4 485.7 SC
2 SC2512 20250911 489.2 490.7 ... 346750.96 488.1 484.6 SC
3 SC2601 20250911 486.5 489.5 ... 110577.75 487.1 484.5 SC
4 SC2602 20250911 484.9 488.7 ... 60993.45 486 483.7 SC
5 SC2603 20250911 484 488.5 ... 64903.23 484.7 482.6 SC
6 SC2604 20250911 483.7 487.7 ... 100249.02 484.5 481.6 SC
7 SC2605 20250911 482.6 486.5 ... 21027.84 483.3 481.5 SC
8 SC2606 20250911 482.4 486.9 ... 148356.36 484.5 477.9 SC
9 SC2607 20250911 483.5 484.8 ... 2564.05 483.7 480.9 SC
10 SC2608 20250911 482 484 ... 915.83 482 475.5 SC
11 SC2609 20250911 481.5 481.5 ... 240.43 480.8 474.4 SC
12 SC2612 20250911 477.6 481.6 ... 573.5 477.9 467.3 SC
13 SC2703 20250911 ... 0 472.1 462.1 SC
14 SC2706 20250911 ... 0 471.5 460.7 SC
15 SC2709 20250911 ... 0 471.3 461.3 SC
16 SC2712 20250911 467 471 ... 281.43 469 461 SC
17 SC2803 20250911 ... 0 468.2 459.5 SC
18 SC2806 20250911 464.5 475.7 ... 373.39 466.7 461.5 SC
19 SC2809 20250911 ... 0 462 458.1 SC
21 LU2510 20250911 3356 3364 ... 2186.96 3343 3368 LU
22 LU2511 20250911 3379 3390 ... 278388.67 3370 3392 LU
23 LU2512 20250911 3367 3380 ... 149916.502 3362 3382 LU
24 LU2601 20250911 3361 3376 ... 31253.26 3358 3378 LU
25 LU2602 20250911 3344 3354 ... 2307.209 3338 3358 LU
26 LU2603 20250911 3333 3346 ... 26.673 3334 3354 LU
27 LU2604 20250911 3339 3339 ... 6.678 3339 3349 LU
28 LU2605 20250911 3326 3334 ... 56.491 3323 3341 LU
29 LU2606 20250911 3319 3330 ... 26.532 3316 3339 LU
30 LU2607 20250911 3317 3330 ... 13.287 3321 3335 LU
31 LU2608 20250911 3312 3331 ... 29.844 3316 3324 LU
32 LU2609 20250911 3321 3321 ... 23.198 3314 3329 LU
34 NR2509 20250911 ... 0 12645 12645 NR
35 NR2510 20250911 12695 12710 ... 205487.68 12550 12660 NR
36 NR2511 20250911 12770 12770 ... 1145171.83 12600 12715 NR
37 NR2512 20250911 12785 12800 ... 91302.955 12640 12760 NR
38 NR2601 20250911 12820 12845 ... 168980.725 12685 12800 NR
39 NR2602 20250911 12825 12840 ... 1408.43 12685 12825 NR
40 NR2603 20250911 12820 12820 ... 469.415 12685 12795 NR
41 NR2604 20250911 12800 12800 ... 89.135 12730 12815 NR
42 NR2605 20250911 12830 12830 ... 229.49 12745 12840 NR
43 NR2606 20250911 12720 12720 ... 38.11 12700 13000 NR
44 NR2607 20250911 12735 12735 ... 89.035 12715 13045 NR
45 NR2608 20250911 12770 12770 ... 63.81 12760 12865 NR
47 BC2509 20250911 70500 70500 ... 3348.75 70500 70500 BC
48 BC2510 20250911 70980 71360 ... 126352.395 71180 70820 BC
49 BC2511 20250911 71030 71320 ... 18463.84 71150 70800 BC
50 BC2512 20250911 ... 0 70790 70790 BC
51 BC2601 20250911 ... 0 71300 70880 BC
52 BC2602 20250911 ... 0 70900 70900 BC
53 BC2603 20250911 71560 71560 ... 35.78 71560 70050 BC
54 BC2604 20250911 ... 0 71200 71200 BC
55 BC2605 20250911 ... 0 71170 71170 BC
56 BC2606 20250911 ... 0 70710 70700 BC
57 BC2607 20250911 ... 0 70900 70900 BC
58 BC2608 20250911 ... 0 70800 70800 BC
60 EC2510 20250911 1250 1255 ... 200216.301 1222 1270.9 EC
61 EC2512 20250911 1654 1664.9 ... 82035.3755 1633.3 1677.3 EC
62 EC2602 20250911 1524.9 1524.9 ... 9568.4285 1509.2 1525.2 EC
63 EC2604 20250911 1245.2 1254.4 ... 5724.952 1245.9 1252.1 EC
64 EC2606 20250911 1420.4 1438.2 ... 478.8535 1429.4 1438.6 EC
65 EC2608 20250911 1593.1 1626.6 ... 337.147 1605.4 1609.3 EC
68 SC_TAS2510 20250911 ... SC_TAS
69 SC_TAS2511 20250911 ... SC_TAS
70 SC_TAS2512 20250911 ... SC_TAS
71 SC_TAS2601 20250911 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:28:35,328 - future_1d - INFO - ak.get_ine_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 a2509 20250911 0.00 ... 4040.00 4040.00 A
1 a2511 20250911 3905.00 ... 3926.00 3935.00 A
2 a2601 20250911 3919.00 ... 3930.00 3936.00 A
3 a2603 20250911 3922.00 ... 3934.00 3938.00 A
4 a2605 20250911 3964.00 ... 3977.00 3983.00 A
5 a2607 20250911 3967.00 ... 3981.00 3985.00 A
6 b2509 20250911 0.00 ... 3681.00 3681.00 B
7 b2510 20250911 3670.00 ... 3702.00 3684.00 B
8 b2511 20250911 3700.00 ... 3726.00 3722.00 B
9 b2512 20250911 3746.00 ... 3761.00 3761.00 B
10 b2601 20250911 3746.00 ... 3761.00 3762.00 B
11 b2602 20250911 3731.00 ... 3744.00 3746.00 B
12 b2603 20250911 3684.00 ... 3705.00 3692.00 B
13 b2604 20250911 3570.00 ... 3584.00 3584.00 B
14 b2605 20250911 3500.00 ... 3500.00 3505.00 B
15 b2606 20250911 3467.00 ... 3467.00 3478.00 B
16 b2607 20250911 3471.00 ... 3467.00 3482.00 B
17 b2608 20250911 3568.00 ... 3566.00 3578.00 B
18 bb2509 20250911 144.15 ... 144.15 136.00 BB
19 bb2511 20250911 141.50 ... 142.05 142.05 BB
20 bb2601 20250911 147.05 ... 146.80 147.60 BB
21 bb2603 20250911 146.85 ... 146.90 147.15 BB
22 bb2605 20250911 0.00 ... 141.90 142.10 BB
23 bb2607 20250911 0.00 ... 146.70 146.90 BB
24 bz2603 20250911 6028.00 ... 6034.00 6012.00 BZ
25 bz2604 20250911 6013.00 ... 6011.00 5992.00 BZ
26 bz2605 20250911 0.00 ... 6011.00 6011.00 BZ
27 bz2606 20250911 6005.00 ... 6005.00 6002.00 BZ
28 bz2607 20250911 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250911 5969.00 ... 5969.00 6005.00 BZ
30 c2509 20250911 2345.00 ... 2345.00 2285.00 C
31 c2511 20250911 2199.00 ... 2199.00 2199.00 C
32 c2601 20250911 2170.00 ... 2169.00 2174.00 C
33 c2603 20250911 2186.00 ... 2183.00 2188.00 C
34 c2605 20250911 2240.00 ... 2237.00 2241.00 C
35 c2607 20250911 2255.00 ... 2252.00 2254.00 C
36 cs2509 20250911 0.00 ... 2502.00 2502.00 CS
37 cs2511 20250911 2489.00 ... 2481.00 2491.00 CS
38 cs2601 20250911 2502.00 ... 2498.00 2504.00 CS
39 cs2603 20250911 2507.00 ... 2505.00 2510.00 CS
40 cs2605 20250911 2583.00 ... 2583.00 2589.00 CS
41 cs2607 20250911 2587.00 ... 2588.00 2589.00 CS
42 eb2509 20250911 0.00 ... 6962.00 6962.00 EB
43 eb2510 20250911 7070.00 ... 7083.00 7059.00 EB
44 eb2511 20250911 7088.00 ... 7093.00 7070.00 EB
45 eb2512 20250911 7085.00 ... 7098.00 7079.00 EB
46 eb2601 20250911 7101.00 ... 7119.00 7101.00 EB
47 eb2602 20250911 7130.00 ... 7138.00 7129.00 EB
48 eb2603 20250911 7170.00 ... 7172.00 7157.00 EB
49 eb2604 20250911 7205.00 ... 7195.00 7189.00 EB
50 eb2605 20250911 7215.00 ... 7211.00 7200.00 EB
51 eb2606 20250911 7214.00 ... 7214.00 7204.00 EB
52 eb2607 20250911 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250911 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250911 4408.00 ... 4408.00 4343.00 EG
55 eg2510 20250911 4350.00 ... 4326.00 4347.00 EG
56 eg2511 20250911 4329.00 ... 4301.00 4332.00 EG
57 eg2512 20250911 4316.00 ... 4306.00 4322.00 EG
58 eg2601 20250911 4320.00 ... 4306.00 4320.00 EG
59 eg2602 20250911 4314.00 ... 4308.00 4323.00 EG
60 eg2603 20250911 4316.00 ... 4311.00 4323.00 EG
61 eg2604 20250911 4341.00 ... 4337.00 4350.00 EG
62 eg2605 20250911 4356.00 ... 4348.00 4354.00 EG
63 eg2606 20250911 0.00 ... 4357.00 4357.00 EG
64 eg2607 20250911 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250911 0.00 ... 4402.00 4402.00 EG
66 fb2509 20250911 0.00 ... 1342.50 1342.50 FB
67 fb2510 20250911 1271.50 ... 1272.50 1272.50 FB
68 fb2511 20250911 1270.00 ... 1263.00 1261.50 FB
69 fb2512 20250911 1260.00 ... 1259.00 1256.50 FB
70 fb2601 20250911 1245.00 ... 1250.50 1250.00 FB
71 fb2602 20250911 1237.00 ... 1243.00 1239.00 FB
72 fb2603 20250911 1250.50 ... 1246.50 1252.00 FB
73 fb2604 20250911 0.00 ... 1250.00 1250.00 FB
74 fb2605 20250911 0.00 ... 1318.50 1318.50 FB
75 fb2606 20250911 0.00 ... 1330.00 1330.00 FB
76 fb2607 20250911 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250911 0.00 ... 1296.00 1296.00 FB
78 i2509 20250911 858.00 ... 845.50 847.50 I
79 i2510 20250911 823.50 ... 819.50 823.50 I
80 i2511 20250911 821.00 ... 814.00 816.50 I
81 i2512 20250911 814.50 ... 809.50 811.50 I
82 i2601 20250911 804.50 ... 800.00 802.00 I
83 i2602 20250911 801.00 ... 794.00 796.00 I
84 i2603 20250911 795.50 ... 789.00 790.50 I
85 i2604 20250911 791.00 ... 784.00 786.00 I
86 i2605 20250911 780.00 ... 777.00 777.50 I
87 i2606 20250911 777.50 ... 771.50 771.00 I
88 i2607 20250911 772.50 ... 766.50 767.50 I
89 i2608 20250911 768.00 ... 762.50 762.00 I
90 j2509 20250911 0.00 ... 1512.50 1512.50 J
91 j2510 20250911 1507.00 ... 1514.50 1499.50 J
92 j2511 20250911 1539.00 ... 1550.50 1533.50 J
93 j2512 20250911 1583.00 ... 1582.00 1572.50 J
94 j2601 20250911 1605.00 ... 1618.50 1601.00 J
95 j2602 20250911 1632.50 ... 1638.50 1618.00 J
96 j2603 20250911 1651.50 ... 1658.00 1660.00 J
97 j2604 20250911 1729.00 ... 1728.00 1720.50 J
98 j2605 20250911 1724.00 ... 1748.50 1726.00 J
99 j2606 20250911 1750.50 ... 1750.50 1761.00 J
100 j2607 20250911 1754.50 ... 1763.50 1727.00 J
101 j2608 20250911 0.00 ... 1763.00 1763.00 J
102 jd2509 20250911 3000.00 ... 3083.00 3037.00 JD
103 jd2510 20250911 3029.00 ... 3036.00 3032.00 JD
104 jd2511 20250911 3021.00 ... 3039.00 3040.00 JD
105 jd2512 20250911 3177.00 ... 3170.00 3198.00 JD
106 jd2601 20250911 3352.00 ... 3350.00 3373.00 JD
107 jd2602 20250911 3107.00 ... 3110.00 3116.00 JD
108 jd2603 20250911 3131.00 ... 3124.00 3131.00 JD
109 jd2604 20250911 3315.00 ... 3318.00 3327.00 JD
110 jd2605 20250911 3458.00 ... 3460.00 3467.00 JD
111 jd2606 20250911 3269.00 ... 3269.00 3270.00 JD
112 jd2607 20250911 3495.00 ... 3491.00 3494.00 JD
113 jd2608 20250911 3917.00 ... 3913.00 3916.00 JD
114 jm2509 20250911 953.50 ... 977.50 969.00 JM
115 jm2510 20250911 958.00 ... 966.00 952.50 JM
116 jm2511 20250911 1009.00 ... 1022.50 1007.00 JM
117 jm2512 20250911 1065.00 ... 1080.50 1064.00 JM
118 jm2601 20250911 1117.50 ... 1134.50 1115.50 JM
119 jm2602 20250911 1142.00 ... 1161.00 1140.50 JM
120 jm2603 20250911 1162.00 ... 1181.00 1158.00 JM
121 jm2604 20250911 1181.00 ... 1202.50 1174.50 JM
122 jm2605 20250911 1195.00 ... 1220.50 1189.00 JM
123 jm2606 20250911 1213.50 ... 1238.00 1203.50 JM
124 jm2607 20250911 1224.00 ... 1249.50 1213.00 JM
125 jm2608 20250911 1245.00 ... 1260.00 1226.00 JM
126 l2509 20250911 7142.00 ... 7135.00 7165.00 L
127 l2510 20250911 7191.00 ... 7194.00 7205.00 L
128 l2511 20250911 7208.00 ... 7206.00 7219.00 L
129 l2512 20250911 7218.00 ... 7213.00 7230.00 L
130 l2601 20250911 7222.00 ... 7216.00 7233.00 L
131 l2602 20250911 7215.00 ... 7210.00 7227.00 L
132 l2603 20250911 0.00 ... 7227.00 7227.00 L
133 l2604 20250911 7260.00 ... 7237.00 7259.00 L
134 l2605 20250911 7235.00 ... 7225.00 7243.00 L
135 l2606 20250911 0.00 ... 7228.00 7228.00 L
136 l2607 20250911 7236.00 ... 7236.00 7251.00 L
137 l2608 20250911 7248.00 ... 7254.00 7269.00 L
138 lg2509 20250911 773.00 ... 770.00 773.00 LG
139 lg2511 20250911 807.00 ... 804.50 805.00 LG
140 lg2601 20250911 820.00 ... 818.50 819.50 LG
141 lg2603 20250911 823.50 ... 824.50 825.50 LG
142 lg2605 20250911 830.50 ... 829.50 830.00 LG
143 lg2607 20250911 832.00 ... 832.50 831.50 LG
144 lh2509 20250911 13030.00 ... 13090.00 13190.00 LH
145 lh2511 20250911 13350.00 ... 13315.00 13315.00 LH
146 lh2601 20250911 13785.00 ... 13735.00 13730.00 LH
147 lh2603 20250911 13045.00 ... 13010.00 13010.00 LH
148 lh2605 20250911 13550.00 ... 13520.00 13520.00 LH
149 lh2607 20250911 14300.00 ... 14310.00 14240.00 LH
150 m2509 20250911 0.00 ... 3031.00 3031.00 M
151 m2511 20250911 3025.00 ... 3040.00 3031.00 M
152 m2512 20250911 3080.00 ... 3090.00 3080.00 M
153 m2601 20250911 3067.00 ... 3075.00 3064.00 M
154 m2603 20250911 2996.00 ... 2997.00 2991.00 M
155 m2605 20250911 2801.00 ... 2802.00 2799.00 M
156 m2607 20250911 2780.00 ... 2783.00 2778.00 M
157 m2608 20250911 2906.00 ... 2908.00 2907.00 M
158 p2509 20250911 0.00 ... 9446.00 9446.00 P
159 p2510 20250911 9262.00 ... 9222.00 9320.00 P
160 p2511 20250911 9236.00 ... 9236.00 9314.00 P
161 p2512 20250911 9262.00 ... 9264.00 9326.00 P
162 p2601 20250911 9280.00 ... 9274.00 9340.00 P
163 p2602 20250911 9246.00 ... 9222.00 9284.00 P
164 p2603 20250911 9220.00 ... 9212.00 9290.00 P
165 p2604 20250911 9164.00 ... 9156.00 9200.00 P
166 p2605 20250911 9064.00 ... 9062.00 9126.00 P
167 p2606 20250911 8970.00 ... 8968.00 9030.00 P
168 p2607 20250911 8900.00 ... 8868.00 8942.00 P
169 p2608 20250911 8812.00 ... 8800.00 8910.00 P
170 pg2509 20250911 3780.00 ... 3780.00 3706.00 PG
171 pg2510 20250911 4462.00 ... 4453.00 4437.00 PG
172 pg2511 20250911 4406.00 ... 4410.00 4389.00 PG
173 pg2512 20250911 4356.00 ... 4352.00 4328.00 PG
174 pg2601 20250911 4284.00 ... 4289.00 4270.00 PG
175 pg2602 20250911 4207.00 ... 4219.00 4194.00 PG
176 pg2603 20250911 4121.00 ... 4132.00 4105.00 PG
177 pg2604 20250911 4451.00 ... 4467.00 4437.00 PG
178 pg2605 20250911 4364.00 ... 4389.00 4358.00 PG
179 pg2606 20250911 4305.00 ... 4305.00 4288.00 PG
180 pg2607 20250911 4246.00 ... 4251.00 4255.00 PG
181 pg2608 20250911 4185.00 ... 4187.00 4163.00 PG
182 pp2509 20250911 6773.00 ... 6828.00 6832.00 PP
183 pp2510 20250911 6864.00 ... 6852.00 6867.00 PP
184 pp2511 20250911 6880.00 ... 6886.00 6898.00 PP
185 pp2512 20250911 6929.00 ... 6919.00 6930.00 PP
186 pp2601 20250911 6952.00 ... 6943.00 6951.00 PP
187 pp2602 20250911 6931.00 ... 6926.00 6933.00 PP
188 pp2603 20250911 6920.00 ... 6912.00 6920.00 PP
189 pp2604 20250911 6948.00 ... 6937.00 6963.00 PP
190 pp2605 20250911 6977.00 ... 6966.00 6973.00 PP
191 pp2606 20250911 6949.00 ... 6943.00 6946.00 PP
192 pp2607 20250911 6916.00 ... 6915.00 6915.00 PP
193 pp2608 20250911 6917.00 ... 6917.00 6922.00 PP
194 rr2509 20250911 0.00 ... 3620.00 3620.00 RR
195 rr2510 20250911 3602.00 ... 3596.00 3605.00 RR
196 rr2511 20250911 3608.00 ... 3603.00 3611.00 RR
197 rr2512 20250911 3606.00 ... 3605.00 3608.00 RR
198 rr2601 20250911 3617.00 ... 3615.00 3617.00 RR
199 rr2602 20250911 3605.00 ... 3605.00 3604.00 RR
200 rr2603 20250911 3607.00 ... 3607.00 3612.00 RR
201 rr2604 20250911 0.00 ... 3617.00 3617.00 RR
202 rr2605 20250911 0.00 ... 3618.00 3618.00 RR
203 rr2606 20250911 0.00 ... 3604.00 3604.00 RR
204 rr2607 20250911 0.00 ... 3625.00 3625.00 RR
205 rr2608 20250911 0.00 ... 3614.00 3625.00 RR
206 v2509 20250911 4696.00 ... 4708.00 4696.00 V
207 v2510 20250911 4738.00 ... 4757.00 4743.00 V
208 v2511 20250911 4780.00 ... 4788.00 4776.00 V
209 v2512 20250911 4810.00 ... 4830.00 4815.00 V
210 v2601 20250911 4852.00 ... 4864.00 4849.00 V
211 v2602 20250911 4888.00 ... 4904.00 4885.00 V
212 v2603 20250911 4920.00 ... 4930.00 4916.00 V
213 v2604 20250911 5120.00 ... 5126.00 5119.00 V
214 v2605 20250911 5162.00 ... 5166.00 5149.00 V
215 v2606 20250911 5191.00 ... 5197.00 5169.00 V
216 v2607 20250911 5211.00 ... 5222.00 5208.00 V
217 v2608 20250911 5249.00 ... 5266.00 5247.00 V
218 y2509 20250911 8268.00 ... 8268.00 8414.00 Y
219 y2511 20250911 8300.00 ... 8326.00 8344.00 Y
220 y2512 20250911 8322.00 ... 8338.00 8374.00 Y
221 y2601 20250911 8272.00 ... 8292.00 8322.00 Y
222 y2603 20250911 8184.00 ... 8214.00 8236.00 Y
223 y2605 20250911 7990.00 ... 7986.00 8028.00 Y
224 y2607 20250911 7936.00 ... 7948.00 7982.00 Y
225 y2608 20250911 7936.00 ... 7948.00 7998.00 Y
[226 rows x 12 columns]
2025-09-12 18:28:35,839 - future_1d - INFO - ak.get_dce_daily('2025-09-11') done
symbol date open ... settle pre_settle variety
0 IC2509 20250911 6863.000 ... 7097.800 6887.800 IC
1 IC2510 20250911 6799.000 ... 7044.000 6825.800 IC
2 IC2512 20250911 6680.000 ... 6934.800 6710.000 IC
3 IC2603 20250911 6517.400 ... 6789.600 6556.600 IC
4 IF2509 20250911 4424.000 ... 4542.800 4444.600 IF
5 IF2510 20250911 4415.800 ... 4534.400 4437.200 IF
6 IF2512 20250911 4396.000 ... 4511.800 4415.200 IF
7 IF2603 20250911 4367.000 ... 4491.200 4394.000 IF
8 IH2509 20250911 2927.000 ... 2981.400 2944.200 IH
9 IH2510 20250911 2926.400 ... 2979.800 2943.400 IH
10 IH2512 20250911 2927.000 ... 2980.000 2943.200 IH
11 IH2603 20250911 2928.800 ... 2982.400 2945.800 IH
12 IM2509 20250911 7144.000 ... 7365.600 7176.600 IM
13 IM2510 20250911 7086.400 ... 7297.800 7112.400 IM
14 IM2512 20250911 6940.000 ... 7153.600 6965.000 IM
15 IM2603 20250911 6740.000 ... 6965.600 6777.400 IM
16 T2509 20250911 107.750 ... 107.835 107.725 T
17 T2512 20250911 107.555 ... 107.645 107.505 T
18 T2603 20250911 107.205 ... 107.335 107.235 T
19 TF2509 20250911 105.630 ... 105.660 105.620 TF
20 TF2512 20250911 105.450 ... 105.590 105.445 TF
21 TF2603 20250911 105.380 ... 105.485 105.355 TF
22 TL2509 20250911 115.020 ... 115.180 115.240 TL
23 TL2512 20250911 114.850 ... 114.830 114.870 TL
24 TL2603 20250911 114.570 ... 114.500 114.530 TL
25 TS2509 20250911 102.330 ... 102.352 102.310 TS
26 TS2512 20250911 102.354 ... 102.406 102.348 TS
27 TS2603 20250911 102.296 ... 102.330 102.288 TS
[28 rows x 12 columns]
2025-09-12 18:28:36,059 - future_1d - INFO - ak.get_cffex_daily('2025-09-11') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250911 8218.0 8351.0 ... 130736.90 8293.0 8163.0 AP
1 AP511 20250911 8070.0 8168.0 ... 6792.71 8116.0 8026.0 AP
2 AP512 20250911 8068.0 8188.0 ... 2732.08 8131.0 8050.0 AP
3 AP601 20250911 8159.0 8271.0 ... 676253.31 8214.0 8122.0 AP
4 AP603 20250911 8068.0 8162.0 ... 154.36 8124.0 8053.0 AP
5 AP604 20250911 8125.0 8171.0 ... 73.28 8142.0 8090.0 AP
6 AP605 20250911 8187.0 8255.0 ... 4121.90 8227.0 8158.0 AP
7 CF509 20250911 13360.0 13400.0 ... 3216.36 13345.0 13345.0 CF
8 CF511 20250911 13670.0 13735.0 ... 172899.42 13665.0 13645.0 CF
9 CF601 20250911 13865.0 13890.0 ... 1114391.69 13830.0 13835.0 CF
10 CF603 20250911 13810.0 13845.0 ... 1579.90 13800.0 13800.0 CF
11 CF605 20250911 13850.0 13850.0 ... 148047.50 13795.0 13795.0 CF
12 CF607 20250911 13850.0 13855.0 ... 815.05 13815.0 13815.0 CF
13 CJ509 20250911 0.0 0.0 ... 0.00 9965.0 9945.0 CJ
14 CJ512 20250911 10955.0 11225.0 ... 5656.23 11100.0 10945.0 CJ
15 CJ601 20250911 11045.0 11285.0 ... 923262.81 11185.0 10990.0 CJ
16 CJ603 20250911 11085.0 11325.0 ... 12116.31 11240.0 11045.0 CJ
17 CJ605 20250911 11150.0 11420.0 ... 149786.33 11315.0 11125.0 CJ
18 CJ607 20250911 11320.0 11540.0 ... 3393.31 11425.0 11265.0 CJ
19 CY509 20250911 0.0 0.0 ... 0.00 20180.0 20200.0 CY
20 CY510 20250911 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250911 19875.0 19960.0 ... 97202.48 19875.0 19895.0 CY
22 CY512 20250911 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250911 19960.0 19960.0 ... 1183.36 19890.0 19875.0 CY
24 CY602 20250911 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250911 0.0 0.0 ... 0.00 20240.0 20255.0 CY
26 CY604 20250911 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250911 20080.0 20080.0 ... 20.08 20080.0 20165.0 CY
28 CY606 20250911 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250911 0.0 0.0 ... 0.00 20335.0 20335.0 CY
30 CY608 20250911 0.0 0.0 ... 0.00 20160.0 20170.0 CY
31 FG509 20250911 991.0 991.0 ... 310.87 990.0 985.0 FG
32 FG510 20250911 1102.0 1120.0 ... 194308.98 1107.0 1100.0 FG
33 FG511 20250911 1086.0 1108.0 ... 167149.89 1095.0 1089.0 FG
34 FG512 20250911 1194.0 1208.0 ... 83621.38 1192.0 1188.0 FG
35 FG601 20250911 1182.0 1202.0 ... 3942012.78 1186.0 1179.0 FG
36 FG602 20250911 1235.0 1251.0 ... 28597.32 1235.0 1232.0 FG
37 FG603 20250911 1235.0 1252.0 ... 1254.01 1239.0 1232.0 FG
38 FG604 20250911 1285.0 1300.0 ... 501.76 1287.0 1279.0 FG
39 FG605 20250911 1277.0 1295.0 ... 69083.82 1281.0 1278.0 FG
40 FG606 20250911 1312.0 1328.0 ... 2284.84 1315.0 1307.0 FG
41 FG607 20250911 1301.0 1317.0 ... 1806.57 1305.0 1298.0 FG
42 FG608 20250911 1325.0 1343.0 ... 1266.66 1333.0 1319.0 FG
43 JR509 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250911 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250911 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250911 2242.0 2242.0 ... 247.09 2226.0 2260.0 MA
53 MA510 20250911 2306.0 2309.0 ... 90947.84 2299.0 2308.0 MA
54 MA511 20250911 2336.0 2340.0 ... 113094.85 2329.0 2333.0 MA
55 MA512 20250911 2383.0 2384.0 ... 69622.56 2372.0 2375.0 MA
56 MA601 20250911 2404.0 2409.0 ... 1180908.94 2395.0 2403.0 MA
57 MA602 20250911 2416.0 2423.0 ... 26148.38 2412.0 2411.0 MA
58 MA603 20250911 2424.0 2428.0 ... 290.00 2417.0 2417.0 MA
59 MA604 20250911 2413.0 2415.0 ... 16.86 2408.0 2404.0 MA
60 MA605 20250911 2407.0 2409.0 ... 71458.38 2396.0 2398.0 MA
61 MA606 20250911 2405.0 2406.0 ... 19.20 2400.0 2413.0 MA
62 MA607 20250911 2386.0 2386.0 ... 57.18 2383.0 2391.0 MA
63 MA608 20250911 2384.0 2384.0 ... 7.15 2384.0 2403.0 MA
64 OI509 20250911 0.0 0.0 ... 0.00 10023.0 9937.0 OI
65 OI511 20250911 9940.0 10090.0 ... 516403.28 10015.0 9985.0 OI
66 OI601 20250911 9782.0 9897.0 ... 2960863.58 9839.0 9823.0 OI
67 OI603 20250911 9643.0 9720.0 ... 1615.05 9671.0 9666.0 OI
68 OI605 20250911 9490.0 9554.0 ... 131834.25 9510.0 9541.0 OI
69 OI607 20250911 9458.0 9488.0 ... 387.68 9456.0 9479.0 OI
70 PF509 20250911 0.0 0.0 ... 0.00 6272.0 6268.0 PF
71 PF510 20250911 6382.0 6398.0 ... 51713.83 6374.0 6378.0 PF
72 PF511 20250911 6370.0 6390.0 ... 362115.37 6366.0 6362.0 PF
73 PF512 20250911 6366.0 6376.0 ... 165237.69 6350.0 6344.0 PF
74 PF601 20250911 6388.0 6410.0 ... 19883.95 6388.0 6390.0 PF
75 PF602 20250911 6404.0 6418.0 ... 42679.04 6396.0 6400.0 PF
76 PF603 20250911 6414.0 6420.0 ... 32.00 6400.0 6412.0 PF
77 PF604 20250911 6442.0 6442.0 ... 22.52 6436.0 6440.0 PF
78 PF605 20250911 6470.0 6470.0 ... 29.06 6460.0 6468.0 PF
79 PF606 20250911 6474.0 6474.0 ... 3.24 6474.0 6470.0 PF
80 PF607 20250911 0.0 0.0 ... 0.00 6502.0 6498.0 PF
81 PF608 20250911 0.0 0.0 ... 0.00 6516.0 6510.0 PF
82 PK510 20250911 7876.0 7894.0 ... 126503.71 7876.0 7876.0 PK
83 PK511 20250911 7794.0 7798.0 ... 362088.71 7776.0 7792.0 PK
84 PK512 20250911 7810.0 7822.0 ... 159865.14 7800.0 7804.0 PK
85 PK601 20250911 7842.0 7842.0 ... 24736.08 7826.0 7832.0 PK
86 PK603 20250911 7844.0 7850.0 ... 39.24 7848.0 7850.0 PK
87 PK604 20250911 7848.0 7868.0 ... 70.69 7856.0 7878.0 PK
88 PK605 20250911 7870.0 7870.0 ... 5782.58 7852.0 7870.0 PK
89 PL601 20250911 6400.0 6422.0 ... 41574.86 6406.0 6413.0 PL
90 PL602 20250911 6445.0 6451.0 ... 682.73 6441.0 6449.0 PL
91 PL603 20250911 6440.0 6440.0 ... 12.88 6440.0 6445.0 PL
92 PL604 20250911 0.0 0.0 ... 0.00 6455.0 6465.0 PL
93 PL605 20250911 6363.0 6384.0 ... 25.49 6374.0 6386.0 PL
94 PL606 20250911 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250911 0.0 0.0 ... 0.00 6450.0 6450.0 PL
96 PL608 20250911 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250911 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250911 5700.0 5700.0 ... 85.50 5700.0 5788.0 PR
104 PR510 20250911 5838.0 5862.0 ... 20785.20 5834.0 5844.0 PR
105 PR511 20250911 5840.0 5872.0 ... 299990.48 5838.0 5842.0 PR
106 PR512 20250911 5850.0 5882.0 ... 215435.62 5848.0 5854.0 PR
107 PR601 20250911 5866.0 5890.0 ... 133220.25 5856.0 5860.0 PR
108 PR602 20250911 5892.0 5892.0 ... 10366.06 5872.0 5898.0 PR
109 PR603 20250911 5894.0 5894.0 ... 26.51 5892.0 5898.0 PR
110 PR604 20250911 5912.0 5912.0 ... 8.87 5912.0 5902.0 PR
111 PR605 20250911 5920.0 5920.0 ... 8.88 5920.0 5916.0 PR
112 PR606 20250911 0.0 0.0 ... 0.00 5946.0 5946.0 PR
113 PR607 20250911 0.0 0.0 ... 0.00 5968.0 5970.0 PR
114 PR608 20250911 0.0 0.0 ... 0.00 5962.0 5962.0 PR
115 PX509 20250911 0.0 0.0 ... 0.00 6782.0 6768.0 PX
116 PX510 20250911 6778.0 6826.0 ... 5503.37 6786.0 6788.0 PX
117 PX511 20250911 6760.0 6808.0 ... 402333.89 6766.0 6752.0 PX
118 PX512 20250911 6738.0 6774.0 ... 105456.67 6732.0 6720.0 PX
119 PX601 20250911 6706.0 6750.0 ... 84796.19 6708.0 6702.0 PX
120 PX602 20250911 6698.0 6732.0 ... 9388.87 6698.0 6688.0 PX
121 PX603 20250911 0.0 0.0 ... 0.00 6690.0 6662.0 PX
122 PX604 20250911 0.0 0.0 ... 0.00 6700.0 6698.0 PX
123 PX605 20250911 6696.0 6716.0 ... 194.07 6692.0 6692.0 PX
124 PX606 20250911 0.0 0.0 ... 0.00 6708.0 6708.0 PX
125 PX607 20250911 0.0 0.0 ... 0.00 6722.0 6722.0 PX
126 PX608 20250911 0.0 0.0 ... 0.00 6706.0 6706.0 PX
127 RI509 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250911 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250911 2540.0 2550.0 ... 94.13 2544.0 2565.0 RM
134 RM511 20250911 2539.0 2559.0 ... 18579.51 2544.0 2541.0 RM
135 RM601 20250911 2538.0 2568.0 ... 871292.35 2554.0 2542.0 RM
136 RM603 20250911 2430.0 2450.0 ... 11757.57 2440.0 2432.0 RM
137 RM605 20250911 2410.0 2421.0 ... 126860.70 2411.0 2412.0 RM
138 RM607 20250911 2390.0 2403.0 ... 17730.90 2393.0 2394.0 RM
139 RM608 20250911 2487.0 2500.0 ... 239.09 2491.0 2489.0 RM
140 RS509 20250911 0.0 0.0 ... 0.00 4846.0 4852.0 RS
141 RS511 20250911 5160.0 5160.0 ... 66.66 5128.0 5176.0 RS
142 RS607 20250911 5577.0 5645.0 ... 210.97 5552.0 5559.0 RS
143 RS608 20250911 0.0 0.0 ... 0.00 5615.0 5615.0 RS
144 SA509 20250911 1153.0 1175.0 ... 2227.23 1159.0 1151.0 SA
145 SA510 20250911 1200.0 1218.0 ... 238449.29 1207.0 1199.0 SA
146 SA511 20250911 1216.0 1227.0 ... 263493.45 1217.0 1208.0 SA
147 SA512 20250911 1267.0 1286.0 ... 157105.50 1276.0 1264.0 SA
148 SA601 20250911 1281.0 1297.0 ... 2835127.00 1286.0 1271.0 SA
149 SA602 20250911 1310.0 1326.0 ... 23077.95 1312.0 1304.0 SA
150 SA603 20250911 1314.0 1331.0 ... 5226.39 1315.0 1308.0 SA
151 SA604 20250911 1352.0 1365.0 ... 3066.32 1348.0 1349.0 SA
152 SA605 20250911 1351.0 1370.0 ... 115852.04 1355.0 1351.0 SA
153 SA606 20250911 1364.0 1380.0 ... 1124.78 1365.0 1359.0 SA
154 SA607 20250911 1369.0 1380.0 ... 843.15 1369.0 1361.0 SA
155 SA608 20250911 1388.0 1399.0 ... 658.23 1389.0 1383.0 SA
156 SF509 20250911 5470.0 5470.0 ... 431.63 5464.0 5464.0 SF
157 SF510 20250911 5468.0 5506.0 ... 68550.10 5472.0 5472.0 SF
158 SF511 20250911 5640.0 5674.0 ... 354891.96 5640.0 5636.0 SF
159 SF512 20250911 5600.0 5624.0 ... 62789.08 5596.0 5596.0 SF
160 SF601 20250911 5610.0 5630.0 ... 97817.07 5600.0 5594.0 SF
161 SF602 20250911 5584.0 5600.0 ... 21233.35 5552.0 5548.0 SF
162 SF603 20250911 5736.0 5746.0 ... 1550.04 5720.0 5750.0 SF
163 SF604 20250911 5726.0 5734.0 ... 14.29 5718.0 5706.0 SF
164 SF605 20250911 5700.0 5746.0 ... 4279.46 5702.0 5704.0 SF
165 SF606 20250911 5690.0 5690.0 ... 19.85 5672.0 5670.0 SF
166 SF607 20250911 5836.0 5836.0 ... 5.83 5828.0 5816.0 SF
167 SF608 20250911 5758.0 5758.0 ... 8.63 5752.0 5734.0 SF
168 SH509 20250911 0.0 0.0 ... 0.00 2828.0 2811.0 SH
169 SH510 20250911 2565.0 2588.0 ... 212640.48 2565.0 2559.0 SH
170 SH511 20250911 2566.0 2601.0 ... 644483.99 2576.0 2562.0 SH
171 SH512 20250911 2587.0 2619.0 ... 305183.74 2597.0 2583.0 SH
172 SH601 20250911 2578.0 2605.0 ... 2327161.35 2587.0 2571.0 SH
173 SH602 20250911 2600.0 2623.0 ... 42346.45 2604.0 2591.0 SH
174 SH603 20250911 2620.0 2637.0 ... 3140.93 2624.0 2609.0 SH
175 SH604 20250911 2656.0 2677.0 ... 415.93 2666.0 2653.0 SH
176 SH605 20250911 2671.0 2687.0 ... 17480.75 2675.0 2664.0 SH
177 SH606 20250911 2690.0 2695.0 ... 258.12 2689.0 2673.0 SH
178 SH607 20250911 2683.0 2683.0 ... 64.20 2675.0 2666.0 SH
179 SH608 20250911 2692.0 2694.0 ... 72.56 2687.0 2678.0 SH
180 SM509 20250911 5770.0 5788.0 ... 1560.75 5770.0 5726.0 SM
181 SM510 20250911 5782.0 5808.0 ... 126885.05 5774.0 5772.0 SM
182 SM511 20250911 5832.0 5876.0 ... 162072.81 5848.0 5830.0 SM
183 SM512 20250911 5880.0 5882.0 ... 71142.16 5854.0 5852.0 SM
184 SM601 20250911 5862.0 5890.0 ... 435829.94 5860.0 5852.0 SM
185 SM602 20250911 5874.0 5892.0 ... 59756.59 5864.0 5840.0 SM
186 SM603 20250911 5898.0 5898.0 ... 91.12 5880.0 5878.0 SM
187 SM604 20250911 5890.0 5890.0 ... 11.77 5884.0 5898.0 SM
188 SM605 20250911 5910.0 5922.0 ... 3697.01 5896.0 5900.0 SM
189 SM606 20250911 5902.0 5908.0 ... 8.85 5900.0 5888.0 SM
190 SM607 20250911 5888.0 5916.0 ... 17.72 5906.0 5882.0 SM
191 SM608 20250911 5950.0 5950.0 ... 8.90 5930.0 5898.0 SM
192 SR509 20250911 5530.0 5530.0 ... 602.29 5526.0 5522.0 SR
193 SR511 20250911 5551.0 5573.0 ... 145543.24 5554.0 5539.0 SR
194 SR601 20250911 5545.0 5558.0 ... 861291.03 5542.0 5534.0 SR
195 SR603 20250911 5521.0 5541.0 ... 2222.32 5528.0 5520.0 SR
196 SR605 20250911 5520.0 5528.0 ... 30964.28 5516.0 5508.0 SR
197 SR607 20250911 5498.0 5524.0 ... 1482.67 5512.0 5503.0 SR
198 TA509 20250911 4598.0 4622.0 ... 2342.24 4602.0 4598.0 TA
199 TA510 20250911 4670.0 4682.0 ... 136416.66 4660.0 4662.0 TA
200 TA511 20250911 4666.0 4696.0 ... 191884.64 4672.0 4670.0 TA
201 TA512 20250911 4690.0 4706.0 ... 83468.17 4682.0 4678.0 TA
202 TA601 20250911 4690.0 4712.0 ... 1036039.18 4688.0 4686.0 TA
203 TA602 20250911 4698.0 4714.0 ... 15776.34 4694.0 4694.0 TA
204 TA603 20250911 4708.0 4708.0 ... 23.53 4708.0 4712.0 TA
205 TA604 20250911 0.0 0.0 ... 0.00 4722.0 4722.0 TA
206 TA605 20250911 4728.0 4742.0 ... 17213.69 4720.0 4716.0 TA
207 TA606 20250911 0.0 0.0 ... 0.00 4734.0 4734.0 TA
208 TA607 20250911 0.0 0.0 ... 0.00 4744.0 4744.0 TA
209 TA608 20250911 4768.0 4768.0 ... 2.38 4768.0 4744.0 TA
210 UR509 20250911 1601.0 1605.0 ... 833.35 1603.0 1616.0 UR
211 UR510 20250911 1635.0 1638.0 ... 53972.22 1620.0 1639.0 UR
212 UR511 20250911 1659.0 1665.0 ... 51115.35 1659.0 1671.0 UR
213 UR512 20250911 1664.0 1671.0 ... 16972.26 1666.0 1675.0 UR
214 UR601 20250911 1669.0 1676.0 ... 419032.87 1672.0 1679.0 UR
215 UR602 20250911 1673.0 1677.0 ... 308.00 1674.0 1679.0 UR
216 UR603 20250911 1720.0 1724.0 ... 34.41 1720.0 1728.0 UR
217 UR604 20250911 1721.0 1722.0 ... 13.77 1721.0 1728.0 UR
218 UR605 20250911 1721.0 1725.0 ... 13509.66 1721.0 1729.0 UR
219 UR606 20250911 1718.0 1721.0 ... 109.98 1718.0 1723.0 UR
220 UR607 20250911 1749.0 1750.0 ... 76.87 1747.0 1755.0 UR
221 UR608 20250911 1745.0 1745.0 ... 20.90 1742.0 1746.0 UR
222 WH509 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250911 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250911 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:28:36,350 - future_1d - INFO - ak.get_czce_daily('2025-09-11') done
2025-09-12 18:28:47,645 - future_1d - INFO - save future_daily 2025-09-11 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-12 18:28:51,194 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-12 18:28:51,462 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-12 18:28:51,536 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-12 18:28:52,141 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-12 18:28:52,360 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-12 18:28:53,748 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
2025-09-12 18:29:08,310 - future_1d - INFO - save future_daily 2025-09-12 completed