154 SA608 20250922 1450.0 1456.0 ... 1683.28 1441.0 1440.0 SA
155 SA609 20250922 1454.0 1463.0 ... 6773.61 1447.0 1449.0 SA
156 SF510 20250922 5606.0 5606.0 ... 5220.47 5510.0 5594.0 SF
157 SF511 20250922 5760.0 5790.0 ... 802136.67 5692.0 5764.0 SF
158 SF512 20250922 5748.0 5784.0 ... 300500.11 5708.0 5746.0 SF
159 SF601 20250922 5760.0 5784.0 ... 236333.21 5672.0 5752.0 SF
160 SF602 20250922 5742.0 5754.0 ... 45401.13 5632.0 5710.0 SF
161 SF603 20250922 5900.0 5900.0 ... 104.57 5810.0 5870.0 SF
162 SF604 20250922 5888.0 5888.0 ... 20.57 5876.0 5876.0 SF
163 SF605 20250922 5868.0 5888.0 ... 4857.15 5794.0 5854.0 SF
164 SF606 20250922 5836.0 5840.0 ... 146.06 5728.0 5820.0 SF
165 SF607 20250922 6000.0 6000.0 ... 79.91 5920.0 5970.0 SF
166 SF608 20250922 5974.0 5974.0 ... 38.38 5906.0 5952.0 SF
167 SF609 20250922 5974.0 5974.0 ... 97.18 5890.0 5954.0 SF
168 SH510 20250922 2542.0 2543.0 ... 15410.73 2517.0 2523.0 SH
169 SH511 20250922 2580.0 2587.0 ... 567814.28 2553.0 2562.0 SH
170 SH512 20250922 2640.0 2649.0 ... 333560.83 2615.0 2618.0 SH
171 SH601 20250922 2645.0 2649.0 ... 2719570.17 2622.0 2623.0 SH
172 SH602 20250922 2670.0 2670.0 ... 56052.40 2640.0 2636.0 SH
173 SH603 20250922 2635.0 2684.0 ... 934.46 2662.0 2655.0 SH
174 SH604 20250922 2715.0 2715.0 ... 89.00 2697.0 2705.0 SH
175 SH605 20250922 2719.0 2731.0 ... 14781.20 2707.0 2706.0 SH
176 SH606 20250922 2739.0 2739.0 ... 89.65 2717.0 2727.0 SH
177 SH607 20250922 2730.0 2730.0 ... 16.30 2716.0 2729.0 SH
178 SH608 20250922 2729.0 2729.0 ... 57.02 2715.0 2730.0 SH
179 SH609 20250922 2740.0 2740.0 ... 163.34 2722.0 2727.0 SH
180 SM510 20250922 5920.0 5920.0 ... 12471.33 5798.0 5880.0 SM
181 SM511 20250922 5964.0 5972.0 ... 508950.22 5896.0 5950.0 SM
182 SM512 20250922 5982.0 5986.0 ... 103550.67 5906.0 5966.0 SM
183 SM601 20250922 5988.0 6002.0 ... 988130.11 5884.0 5980.0 SM
184 SM602 20250922 5966.0 6002.0 ... 334645.76 5936.0 5978.0 SM
185 SM603 20250922 5986.0 5996.0 ... 265.23 5894.0 5996.0 SM
186 SM604 20250922 6002.0 6002.0 ... 11.98 5992.0 5978.0 SM
187 SM605 20250922 6014.0 6042.0 ... 20961.67 5920.0 6014.0 SM
188 SM606 20250922 5964.0 5964.0 ... 23.62 5906.0 6010.0 SM
189 SM607 20250922 6038.0 6044.0 ... 32.91 5984.0 6030.0 SM
190 SM608 20250922 0.0 0.0 ... 0.00 5966.0 6048.0 SM
191 SM609 20250922 6050.0 6064.0 ... 888.25 5962.0 6048.0 SM
192 SR511 20250922 5500.0 5520.0 ... 120511.31 5497.0 5483.0 SR
193 SR601 20250922 5473.0 5478.0 ... 1012332.82 5461.0 5460.0 SR
194 SR603 20250922 5456.0 5466.0 ... 2228.85 5450.0 5452.0 SR
195 SR605 20250922 5454.0 5458.0 ... 83998.60 5442.0 5443.0 SR
196 SR607 20250922 5460.0 5464.0 ... 3106.98 5451.0 5451.0 SR
197 SR609 20250922 5471.0 5476.0 ... 2923.71 5465.0 5465.0 SR
198 TA510 20250922 4562.0 4580.0 ... 22964.55 4562.0 4602.0 TA
199 TA511 20250922 4590.0 4598.0 ... 296397.64 4576.0 4620.0 TA
200 TA512 20250922 4600.0 4608.0 ... 136797.14 4588.0 4630.0 TA
201 TA601 20250922 4608.0 4616.0 ... 1503295.87 4596.0 4638.0 TA
202 TA602 20250922 4622.0 4628.0 ... 22757.20 4606.0 4648.0 TA
203 TA603 20250922 4634.0 4638.0 ... 101.83 4630.0 4660.0 TA
204 TA604 20250922 4616.0 4618.0 ... 18.47 4618.0 4644.0 TA
205 TA605 20250922 4654.0 4660.0 ... 49514.35 4636.0 4672.0 TA
206 TA606 20250922 0.0 0.0 ... 0.00 4640.0 4702.0 TA
207 TA607 20250922 4672.0 4672.0 ... 13.97 4658.0 4708.0 TA
208 TA608 20250922 0.0 0.0 ... 0.00 4676.0 4688.0 TA
209 TA609 20250922 4680.0 4692.0 ... 119.10 4672.0 4704.0 TA
210 UR510 20250922 1552.0 1569.0 ... 3330.43 1561.0 1574.0 UR
211 UR511 20250922 1625.0 1644.0 ... 55147.72 1635.0 1647.0 UR
212 UR512 20250922 1644.0 1656.0 ... 16277.36 1648.0 1657.0 UR
213 UR601 20250922 1655.0 1666.0 ... 377420.58 1658.0 1666.0 UR
214 UR602 20250922 1665.0 1673.0 ... 788.89 1664.0 1672.0 UR
215 UR603 20250922 1717.0 1717.0 ... 68.44 1711.0 1717.0 UR
216 UR604 20250922 1712.0 1712.0 ... 3.42 1712.0 1724.0 UR
217 UR605 20250922 1717.0 1725.0 ... 24739.82 1716.0 1724.0 UR
218 UR606 20250922 1720.0 1725.0 ... 195.74 1717.0 1724.0 UR
219 UR607 20250922 1754.0 1760.0 ... 80.63 1753.0 1758.0 UR
220 UR608 20250922 1747.0 1749.0 ... 76.89 1747.0 1753.0 UR
221 UR609 20250922 1746.0 1747.0 ... 132.24 1740.0 1747.0 UR
222 WH511 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250922 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250922 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-24 18:26:03,258 - future_1d - INFO - ak.get_czce_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 PS2510 20250922 52995.0 ... 51890.0 53040.0 PS
1 PS2511 20250922 52925.0 ... 51675.0 52910.0 PS
2 PS2512 20250922 55290.0 ... 54225.0 55320.0 PS
3 PS2601 20250922 55300.0 ... 54065.0 55030.0 PS
4 PS2602 20250922 55385.0 ... 54595.0 55135.0 PS
5 PS2603 20250922 55455.0 ... 54490.0 55205.0 PS
6 PS2604 20250922 55475.0 ... 54165.0 54950.0 PS
7 PS2605 20250922 55385.0 ... 53990.0 54930.0 PS
8 PS2606 20250922 57600.0 ... 56335.0 56920.0 PS
9 PS2607 20250922 57685.0 ... 56470.0 56815.0 PS
10 PS2608 20250922 57560.0 ... 56380.0 57180.0 PS
11 PS2609 20250922 56810.0 ... 56245.0 56995.0 PS
13 SI2510 20250922 9275.0 ... 9110.0 8975.0 SI
14 SI2511 20250922 9285.0 ... 9135.0 9025.0 SI
15 SI2512 20250922 9855.0 ... 9520.0 9420.0 SI
16 SI2601 20250922 9690.0 ... 9515.0 9405.0 SI
17 SI2602 20250922 9650.0 ... 9525.0 9425.0 SI
18 SI2603 20250922 9690.0 ... 9510.0 9500.0 SI
19 SI2604 20250922 9665.0 ... 9500.0 9550.0 SI
20 SI2605 20250922 9655.0 ... 9520.0 9405.0 SI
21 SI2606 20250922 9645.0 ... 9545.0 9470.0 SI
22 SI2607 20250922 9640.0 ... 9510.0 9480.0 SI
23 SI2608 20250922 9605.0 ... 9560.0 9475.0 SI
24 SI2609 20250922 9665.0 ... 9575.0 9440.0 SI
27 LC2510 20250922 74020.0 ... 73660.0 73320.0 LC
28 LC2511 20250922 74580.0 ... 73780.0 73460.0 LC
29 LC2512 20250922 74460.0 ... 73940.0 73600.0 LC
30 LC2601 20250922 73840.0 ... 73880.0 73620.0 LC
31 LC2602 20250922 74560.0 ... 73580.0 73280.0 LC
32 LC2603 20250922 74360.0 ... 73840.0 73480.0 LC
33 LC2604 20250922 74640.0 ... 74240.0 74060.0 LC
34 LC2605 20250922 74500.0 ... 74280.0 74040.0 LC
35 LC2606 20250922 74560.0 ... 74180.0 73840.0 LC
36 LC2607 20250922 74080.0 ... 73980.0 73700.0 LC
37 LC2608 20250922 74160.0 ... 74100.0 73740.0 LC
38 LC2609 20250922 74120.0 ... 74020.0 73820.0 LC
[36 rows x 12 columns]
2025-09-24 18:26:03,575 - future_1d - INFO - ak.get_gfex_daily('2025-09-22') done
symbol date open ... settle pre_settle variety
0 IC2510 20250922 7111.000 ... 7124.600 7117.800 IC
1 IC2511 20250922 7088.800 ... 7056.600 7117.800 IC
2 IC2512 20250922 7007.000 ... 6995.000 6999.000 IC
3 IC2603 20250922 6840.000 ... 6825.000 6831.000 IC
4 IF2510 20250922 4492.200 ... 4497.400 4495.000 IF
5 IF2511 20250922 4492.800 ... 4481.800 4495.000 IF
6 IF2512 20250922 4475.000 ... 4472.400 4470.400 IF
7 IF2603 20250922 4447.600 ... 4448.800 4446.600 IF
8 IH2510 20250922 2914.200 ... 2917.000 2917.400 IH
9 IH2511 20250922 2904.400 ... 2915.800 2917.400 IH
10 IH2512 20250922 2914.200 ... 2917.400 2917.400 IH
11 IH2603 20250922 2915.600 ... 2918.800 2919.600 IH
12 IM2510 20250922 7382.000 ... 7373.800 7361.000 IM
13 IM2511 20250922 7311.800 ... 7290.800 7361.000 IM
14 IM2512 20250922 7209.000 ... 7211.000 7202.200 IM
15 IM2603 20250922 7000.000 ... 7002.600 6994.000 IM
16 T2512 20250922 107.810 ... 107.945 107.755 T
17 T2603 20250922 107.510 ... 107.595 107.420 T
18 T2606 20250922 107.335 ... 107.460 107.285 T
19 TF2512 20250922 105.675 ... 105.760 105.630 TF
20 TF2603 20250922 105.515 ... 105.620 105.510 TF
21 TF2606 20250922 105.500 ... 105.555 105.420 TF
22 TL2512 20250922 114.900 ... 115.090 114.880 TL
23 TL2603 20250922 114.620 ... 114.750 114.570 TL
24 TL2606 20250922 114.600 ... 114.770 114.540 TL
25 TS2512 20250922 102.370 ... 102.396 102.358 TS
26 TS2603 20250922 102.276 ... 102.324 102.292 TS
27 TS2606 20250922 102.298 ... 102.300 102.274 TS
[28 rows x 12 columns]
2025-09-24 18:26:03,973 - future_1d - INFO - ak.get_cffex_daily('2025-09-22') done
2025-09-24 18:26:05,735 - future_1d - INFO - save future_daily 2025-09-22 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250923 ... 79940 80130 CU
1 1 CU2511 20250923 ... 79940 80120 CU
2 2 CU2512 20250923 ... 79940 80120 CU
3 3 CU2601 20250923 ... 79920 80110 CU
4 4 CU2602 20250923 ... 79890 80100 CU
5 5 CU2603 20250923 ... 79880 80130 CU
6 6 CU2604 20250923 ... 79920 80170 CU
7 7 CU2605 20250923 ... 79890 80280 CU
8 8 CU2606 20250923 ... 79940 80260 CU
9 9 CU2607 20250923 ... 79930 80290 CU
10 10 CU2608 20250923 ... 79930 80210 CU
11 11 CU2609 20250923 ... 79940 80220 CU
12 12 BC2510 20250923 ... 70920 71050 BC
13 13 BC2511 20250923 ... 70990 71120 BC
14 14 BC2512 20250923 ... 71110 71490 BC
15 15 BC2601 20250923 ... 71300 71300 BC
16 16 BC2602 20250923 ... 71100 71100 BC
17 17 BC2603 20250923 ... 71210 71210 BC
18 18 BC2604 20250923 ... 71300 71300 BC
19 19 BC2605 20250923 ... 71300 71300 BC
20 20 BC2606 20250923 ... 71400 71400 BC
21 21 BC2607 20250923 ... 71400 71400 BC
22 22 BC2608 20250923 ... 71400 71400 BC
23 23 BC2609 20250923 ... 71550 71550 BC
24 24 AL2510 20250923 ... 20685 20760 AL
25 25 AL2511 20250923 ... 20685 20770 AL
26 26 AL2512 20250923 ... 20690 20765 AL
27 27 AL2601 20250923 ... 20690 20760 AL
28 28 AL2602 20250923 ... 20690 20765 AL
29 29 AL2603 20250923 ... 20715 20785 AL
30 30 AL2604 20250923 ... 20735 20840 AL
31 31 AL2605 20250923 ... 20740 20820 AL
32 32 AL2606 20250923 ... 20745 20820 AL
33 33 AL2607 20250923 ... 20745 20840 AL
34 34 AL2608 20250923 ... 20745 20830 AL
35 35 AL2609 20250923 ... 20775 20830 AL
36 36 ZN2510 20250923 ... 21945 21995 ZN
37 37 ZN2511 20250923 ... 21955 21995 ZN
38 38 ZN2512 20250923 ... 21955 22015 ZN
39 39 ZN2601 20250923 ... 21980 22035 ZN
40 40 ZN2602 20250923 ... 21980 22055 ZN
41 41 ZN2603 20250923 ... 21960 22070 ZN
42 42 ZN2604 20250923 ... 22020 22095 ZN
43 43 ZN2605 20250923 ... 22125 22145 ZN
44 44 ZN2606 20250923 ... 22105 22185 ZN
45 45 ZN2607 20250923 ... 22115 22205 ZN
46 46 ZN2608 20250923 ... 22140 22240 ZN
47 47 ZN2609 20250923 ... 22160 22305 ZN
48 48 PB2510 20250923 ... 17085 17120 PB
49 49 PB2511 20250923 ... 17125 17160 PB
50 50 PB2512 20250923 ... 17125 17170 PB
51 51 PB2601 20250923 ... 17095 17160 PB
52 52 PB2602 20250923 ... 17175 17175 PB
53 53 PB2603 20250923 ... 17125 17185 PB
54 54 PB2604 20250923 ... 17215 17185 PB
55 55 PB2605 20250923 ... 17150 17185 PB
56 56 PB2606 20250923 ... 17165 17195 PB
57 57 PB2607 20250923 ... 17180 17215 PB
58 58 PB2608 20250923 ... 17140 17220 PB
59 59 PB2609 20250923 ... 17185 17210 PB
60 60 NI2510 20250923 ... 121010 121440 NI
61 61 NI2511 20250923 ... 121170 121630 NI
62 62 NI2512 20250923 ... 121300 121810 NI
63 63 NI2601 20250923 ... 121540 122020 NI
64 64 NI2602 20250923 ... 121790 122170 NI
65 65 NI2603 20250923 ... 122010 122400 NI
66 66 NI2604 20250923 ... 122160 122780 NI
67 67 NI2605 20250923 ... 122370 122960 NI
68 68 NI2606 20250923 ... 122520 123530 NI
69 69 NI2607 20250923 ... 122800 123500 NI
70 70 NI2608 20250923 ... 123230 123810 NI
71 71 NI2609 20250923 ... 123490 123880 NI
72 72 SN2510 20250923 ... 270250 271360 SN
73 73 SN2511 20250923 ... 270590 271840 SN
74 74 SN2512 20250923 ... 270770 272050 SN
75 75 SN2601 20250923 ... 270840 272270 SN
76 76 SN2602 20250923 ... 270970 271620 SN
77 77 SN2603 20250923 ... 270870 271420 SN
78 78 SN2604 20250923 ... 271120 271610 SN
79 79 SN2605 20250923 ... 270970 272210 SN
80 80 SN2606 20250923 ... 271080 272850 SN
81 81 SN2607 20250923 ... 272210 272590 SN
82 82 SN2608 20250923 ... 272800 271030 SN
83 83 SN2609 20250923 ... 272720 274160 SN
84 84 AO2510 20250923 ... 2873 2915 AO
85 85 AO2511 20250923 ... 2877 2914 AO
86 86 AO2512 20250923 ... 2887 2924 AO
87 87 AO2601 20250923 ... 2899 2934 AO
88 88 AO2602 20250923 ... 2905 2938 AO
89 89 AO2603 20250923 ... 2974 3008 AO
90 90 AO2604 20250923 ... 2996 3016 AO
91 91 AO2605 20250923 ... 2992 3026 AO
92 92 AO2606 20250923 ... 3007 3031 AO
93 93 AO2607 20250923 ... 3008 3040 AO
94 94 AO2608 20250923 ... 3020 3044 AO
95 95 AO2609 20250923 ... 3030 3076 AO
96 96 AD2511 20250923 ... 20230 20315 AD
97 97 AD2512 20250923 ... 20260 20340 AD
98 98 AD2601 20250923 ... 20275 20355 AD
99 99 AD2602 20250923 ... 20285 20355 AD
100 100 AD2603 20250923 ... 20300 20415 AD
101 101 AD2604 20250923 ... 20320 20345 AD
102 102 AD2605 20250923 ... 20320 20340 AD
103 103 AD2606 20250923 ... 20305 20305 AD
104 104 AD2607 20250923 ... 20510 20510 AD
105 105 AD2608 20250923 ... 20515 20515 AD
106 106 AD2609 20250923 ... 20335 20515 AD
107 107 AU2510 20250923 ... 847.78 835.38 AU
108 108 AU2511 20250923 ... 850.82 839.18 AU
109 109 AU2512 20250923 ... 851.2 838.74 AU
110 110 AU2602 20250923 ... 853.94 841.9 AU
111 111 AU2604 20250923 ... 855.86 844.64 AU
112 112 AU2606 20250923 ... 858.76 845.2 AU
113 113 AU2608 20250923 ... 861.04 848.34 AU
114 114 AU2610 20250923 ... 864.14 850.26 AU
115 115 AG2510 20250923 ... 10273 10136 AG
116 116 AG2511 20250923 ... 10294 10147 AG
117 117 AG2512 20250923 ... 10311 10168 AG
118 118 AG2601 20250923 ... 10318 10181 AG
119 119 AG2602 20250923 ... 10328 10181 AG
120 120 AG2603 20250923 ... 10346 10236 AG
121 121 AG2604 20250923 ... 10349 10233 AG
122 122 AG2605 20250923 ... 10372 10242 AG
123 123 AG2606 20250923 ... 10389 10262 AG
124 124 AG2607 20250923 ... 10399 10281 AG
125 125 AG2608 20250923 ... 10418 10291 AG
126 126 AG2609 20250923 ... 10429 10322 AG
127 127 RB2510 20250923 ... 3074 3093 RB
128 128 RB2511 20250923 ... 3088 3109 RB
129 129 RB2512 20250923 ... 3140 3161 RB
130 130 RB2601 20250923 ... 3163 3187 RB
131 131 RB2602 20250923 ... 3163 3188 RB
132 132 RB2603 20250923 ... 3182 3210 RB
133 133 RB2604 20250923 ... 3200 3222 RB
134 134 RB2605 20250923 ... 3220 3245 RB
135 135 RB2606 20250923 ... 3233 3257 RB
136 136 RB2607 20250923 ... 3248 3272 RB
137 137 RB2608 20250923 ... 3242 3266 RB
138 138 RB2609 20250923 ... 3248 3274 RB
139 139 WR2510 20250923 ... 3275 3289 WR
140 140 WR2511 20250923 ... 3302 3302 WR
141 141 WR2512 20250923 ... 3324 3324 WR
142 142 WR2601 20250923 ... 3337 3349 WR
143 143 WR2602 20250923 ... 3330 3358 WR
144 144 WR2603 20250923 ... 3399 3399 WR
145 145 WR2604 20250923 ... 3389 3389 WR
146 146 WR2605 20250923 ... 3414 3414 WR
147 147 WR2606 20250923 ... 3372 3372 WR
148 148 WR2607 20250923 ... 3390 3390 WR
149 149 WR2608 20250923 ... 3371 3399 WR
150 150 WR2609 20250923 ... 3450 3466 WR
151 151 HC2510 20250923 ... 3396 3424 HC
152 152 HC2511 20250923 ... 3377 3408 HC
153 153 HC2512 20250923 ... 3356 3392 HC
154 154 HC2601 20250923 ... 3349 3385 HC
155 155 HC2602 20250923 ... 3345 3383 HC
156 156 HC2603 20250923 ... 3350 3385 HC
157 157 HC2604 20250923 ... 3356 3388 HC
158 158 HC2605 20250923 ... 3358 3393 HC
159 159 HC2606 20250923 ... 3370 3399 HC
160 160 HC2607 20250923 ... 3376 3405 HC
161 161 HC2608 20250923 ... 3378 3392 HC
162 162 HC2609 20250923 ... 3378 3396 HC
163 163 SS2510 20250923 ... 12790 12795 SS
164 164 SS2511 20250923 ... 12905 12910 SS
165 165 SS2512 20250923 ... 12940 12945 SS
166 166 SS2601 20250923 ... 13005 13015 SS
167 167 SS2602 20250923 ... 13065 13075 SS
168 168 SS2603 20250923 ... 13125 13140 SS
169 169 SS2604 20250923 ... 13190 13195 SS
170 170 SS2605 20250923 ... 13255 13265 SS
171 171 SS2606 20250923 ... 13305 13310 SS
172 172 SS2607 20250923 ... 13340 13360 SS
173 173 SS2608 20250923 ... 13420 13395 SS
174 174 SS2609 20250923 ... 13485 13475 SS
175 175 SC2510 20250923 ... 477.6 485.5 SC
176 176 SC2511 20250923 ... 475.3 484.2 SC
177 177 SC2512 20250923 ... 475.6 483.6 SC
178 178 SC2601 20250923 ... 475.6 482.9 SC
179 179 SC2602 20250923 ... 475.1 481.8 SC
180 180 SC2603 20250923 ... 474.4 481.1 SC
181 181 SC2604 20250923 ... 475.3 481.3 SC
182 182 SC2605 20250923 ... 475 480.9 SC
183 183 SC2606 20250923 ... 474.4 480.2 SC
184 184 SC2607 20250923 ... 472.8 480.4 SC
185 185 SC2608 20250923 ... 472.8 478 SC
186 186 SC2609 20250923 ... 471.8 477.7 SC
187 187 SC2612 20250923 ... 469.8 473.9 SC
188 188 SC2703 20250923 ... 472 475.1 SC
189 189 SC2706 20250923 ... 469.2 469.2 SC
190 190 SC2709 20250923 ... 470 473.2 SC
191 191 SC2712 20250923 ... 466.3 466.3 SC
192 192 SC2803 20250923 ... 468 470 SC
193 193 SC2806 20250923 ... 458.9 462.8 SC
194 194 SC2809 20250923 ... 461 465.7 SC
195 195 LU2510 20250923 ... 3317 3351 LU
196 196 LU2511 20250923 ... 3345 3373 LU
197 197 LU2512 20250923 ... 3328 3354 LU
198 198 LU2601 20250923 ... 3318 3342 LU
199 199 LU2602 20250923 ... 3309 3334 LU
200 200 LU2603 20250923 ... 3301 3326 LU
201 201 LU2604 20250923 ... 3294 3323 LU
202 202 LU2605 20250923 ... 3304 3326 LU
203 203 LU2606 20250923 ... 3297 3319 LU
204 204 LU2607 20250923 ... 3278 3307 LU
205 205 LU2608 20250923 ... 3274 3306 LU
206 206 LU2609 20250923 ... 3268 3292 LU
207 207 FU2510 20250923 ... 2770 2803 FU
208 208 FU2511 20250923 ... 2797 2818 FU
209 209 FU2512 20250923 ... 2776 2796 FU
210 210 FU2601 20250923 ... 2758 2778 FU
211 211 FU2602 20250923 ... 2744 2761 FU
212 212 FU2603 20250923 ... 2736 2754 FU
213 213 FU2604 20250923 ... 2730 2749 FU
214 214 FU2605 20250923 ... 2718 2739 FU
215 215 FU2606 20250923 ... 2710 2732 FU
216 216 FU2607 20250923 ... 2690 2713 FU
217 217 FU2608 20250923 ... 2684 2708 FU
218 218 FU2609 20250923 ... 2674 2695 FU
219 219 BU2510 20250923 ... 3387 3421 BU
220 220 BU2511 20250923 ... 3377 3414 BU
221 221 BU2512 20250923 ... 3324 3364 BU
222 222 BU2601 20250923 ... 3291 3336 BU
223 223 BU2602 20250923 ... 3298 3340 BU
224 224 BU2603 20250923 ... 3306 3342 BU
225 225 BU2604 20250923 ... 3312 3346 BU
226 226 BU2605 20250923 ... 3308 3346 BU
227 227 BU2606 20250923 ... 3309 3337 BU
228 228 BU2607 20250923 ... 3310 3330 BU
229 229 BU2608 20250923 ... 3302 3337 BU
230 230 BU2609 20250923 ... 3304 3332 BU
231 231 BU2612 20250923 ... 3276 3297 BU
232 232 BU2703 20250923 ... 3281 3312 BU
233 233 BU2706 20250923 ... 3289 3308 BU
234 234 BU2709 20250923 ... 3297 3337 BU
235 235 BR2510 20250923 ... 11545 11565 BR
236 236 BR2511 20250923 ... 11480 11495 BR
237 237 BR2512 20250923 ... 11465 11475 BR
238 238 BR2601 20250923 ... 11460 11475 BR
239 239 BR2602 20250923 ... 11500 11485 BR
240 240 BR2603 20250923 ... 11570 11470 BR
241 241 BR2604 20250923 ... 11540 11535 BR
242 242 BR2605 20250923 ... 11510 11545 BR
243 243 BR2606 20250923 ... 11620 11630 BR
244 244 BR2607 20250923 ... 11680 11730 BR
245 245 BR2608 20250923 ... 11685 11715 BR
246 246 BR2609 20250923 ... 11675 11675 BR
247 247 RU2510 20250923 ... 14780 14745 RU
248 248 RU2511 20250923 ... 14695 14675 RU
249 249 RU2601 20250923 ... 15570 15560 RU
250 250 RU2603 20250923 ... 15510 15560 RU
251 251 RU2604 20250923 ... 15505 15550 RU
252 252 RU2605 20250923 ... 15525 15540 RU
253 253 RU2606 20250923 ... 15655 15580 RU
254 254 RU2607 20250923 ... 15575 15580 RU
255 255 RU2608 20250923 ... 15680 15735 RU
256 256 RU2609 20250923 ... 15575 15610 RU
257 257 NR2510 20250923 ... 12390 12340 NR
258 258 NR2511 20250923 ... 12435 12365 NR
259 259 NR2512 20250923 ... 12445 12385 NR
260 260 NR2601 20250923 ... 12475 12405 NR
261 261 NR2602 20250923 ... 12460 12420 NR
262 262 NR2603 20250923 ... 12505 12385 NR
263 263 NR2604 20250923 ... 12525 12440 NR
264 264 NR2605 20250923 ... 12505 12485 NR
265 265 NR2606 20250923 ... 12495 12495 NR
266 266 NR2607 20250923 ... 12650 12650 NR
267 267 NR2608 20250923 ... 12685 12685 NR
268 268 NR2609 20250923 ... 12510 12510 NR
269 269 SP2510 20250923 ... 4984 4980 SP
270 270 SP2511 20250923 ... 5006 5006 SP
271 271 SP2512 20250923 ... 5026 5024 SP
272 272 SP2601 20250923 ... 5274 5298 SP
273 273 SP2602 20250923 ... 5264 5286 SP
274 274 SP2603 20250923 ... 5282 5304 SP
275 275 SP2604 20250923 ... 5286 5320 SP
276 276 SP2605 20250923 ... 5300 5316 SP
277 277 SP2606 20250923 ... 5308 5320 SP
278 278 SP2607 20250923 ... 5310 5322 SP
279 279 SP2608 20250923 ... 5312 5330 SP
280 280 SP2609 20250923 ... 5308 5340 SP
281 281 OP2601 20250923 ... 4230 4238 OP
282 282 OP2602 20250923 ... 4228 4232 OP
283 283 OP2603 20250923 ... 4238 4258 OP
284 284 OP2604 20250923 ... 4262 4270 OP
285 285 OP2605 20250923 ... 4276 4286 OP
286 286 OP2606 20250923 ... 4242 4242 OP
287 287 OP2607 20250923 ... 4258 4258 OP
288 288 OP2608 20250923 ... 4238 4260 OP
289 289 OP2609 20250923 ... 4342 4342 OP
290 290 EC2510 20250923 ... 1085.4 1102 EC
291 291 EC2512 20250923 ... 1622.5 1669.2 EC
292 292 EC2602 20250923 ... 1536.9 1586.4 EC
293 293 EC2604 20250923 ... 1235.7 1274.4 EC
294 294 EC2606 20250923 ... 1422.5 1454.8 EC
295 295 EC2608 20250923 ... 1591.2 1606.8 EC
296 298 SC_TAS2511 20250923 ... SC_TAS
297 299 SC_TAS2512 20250923 ... SC_TAS
298 300 SC_TAS2601 20250923 ... SC_TAS
[299 rows x 13 columns]
2025-09-24 18:26:11,238 - future_1d - INFO - ak.get_shfe_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 SC2510 20250923 481.2 ... 477.6 485.5 SC
1 SC2511 20250923 476.6 ... 475.3 484.2 SC
2 SC2512 20250923 477.4 ... 475.6 483.6 SC
3 SC2601 20250923 476.3 ... 475.6 482.9 SC
4 SC2602 20250923 476.6 ... 475.1 481.8 SC
5 SC2603 20250923 476 ... 474.4 481.1 SC
6 SC2604 20250923 476.6 ... 475.3 481.3 SC
7 SC2605 20250923 476.5 ... 475 480.9 SC
8 SC2606 20250923 474.7 ... 474.4 480.2 SC
9 SC2607 20250923 474.2 ... 472.8 480.4 SC
10 SC2608 20250923 473.5 ... 472.8 478 SC
11 SC2609 20250923 471.3 ... 471.8 477.7 SC
12 SC2612 20250923 470.6 ... 469.8 473.9 SC
13 SC2703 20250923 ... 472 475.1 SC
14 SC2706 20250923 ... 469.2 469.2 SC
15 SC2709 20250923 ... 470 473.2 SC
16 SC2712 20250923 ... 466.3 466.3 SC
17 SC2803 20250923 ... 468 470 SC
18 SC2806 20250923 456.5 ... 458.9 462.8 SC
19 SC2809 20250923 ... 461 465.7 SC
21 LU2510 20250923 3322 ... 3317 3351 LU
22 LU2511 20250923 3330 ... 3345 3373 LU
23 LU2512 20250923 3328 ... 3328 3354 LU
24 LU2601 20250923 3320 ... 3318 3342 LU
25 LU2602 20250923 3301 ... 3309 3334 LU
26 LU2603 20250923 3296 ... 3301 3326 LU
27 LU2604 20250923 3289 ... 3294 3323 LU
28 LU2605 20250923 3299 ... 3304 3326 LU
29 LU2606 20250923 3281 ... 3297 3319 LU
30 LU2607 20250923 3280 ... 3278 3307 LU
31 LU2608 20250923 3270 ... 3274 3306 LU
32 LU2609 20250923 3262 ... 3268 3292 LU
34 NR2510 20250923 12400 ... 12390 12340 NR
35 NR2511 20250923 12445 ... 12435 12365 NR
36 NR2512 20250923 12460 ... 12445 12385 NR
37 NR2601 20250923 12505 ... 12475 12405 NR
38 NR2602 20250923 12470 ... 12460 12420 NR
39 NR2603 20250923 12480 ... 12505 12385 NR
40 NR2604 20250923 12545 ... 12525 12440 NR
41 NR2605 20250923 12525 ... 12505 12485 NR
42 NR2606 20250923 ... 12495 12495 NR
43 NR2607 20250923 ... 12650 12650 NR
44 NR2608 20250923 ... 12685 12685 NR
45 NR2609 20250923 ... 12510 12510 NR
47 BC2510 20250923 71080 ... 70920 71050 BC
48 BC2511 20250923 71150 ... 70990 71120 BC
49 BC2512 20250923 71490 ... 71110 71490 BC
50 BC2601 20250923 ... 71300 71300 BC
51 BC2602 20250923 ... 71100 71100 BC
52 BC2603 20250923 ... 71210 71210 BC
53 BC2604 20250923 ... 71300 71300 BC
54 BC2605 20250923 ... 71300 71300 BC
55 BC2606 20250923 ... 71400 71400 BC
56 BC2607 20250923 ... 71400 71400 BC
57 BC2608 20250923 ... 71400 71400 BC
58 BC2609 20250923 ... 71550 71550 BC
60 EC2510 20250923 1101 ... 1085.4 1102 EC
61 EC2512 20250923 1640 ... 1622.5 1669.2 EC
62 EC2602 20250923 1560.1 ... 1536.9 1586.4 EC
63 EC2604 20250923 1270 ... 1235.7 1274.4 EC
64 EC2606 20250923 1453.1 ... 1422.5 1454.8 EC
65 EC2608 20250923 1586.1 ... 1591.2 1606.8 EC
68 SC_TAS2511 20250923 ... SC_TAS
69 SC_TAS2512 20250923 ... SC_TAS
70 SC_TAS2601 20250923 ... SC_TAS
[65 rows x 12 columns]
2025-09-24 18:26:11,363 - future_1d - INFO - ak.get_ine_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 a2511 20250923 3909.00 ... 3876.00 3911.00 A
1 a2601 20250923 3899.00 ... 3870.00 3908.00 A
2 a2603 20250923 3912.00 ... 3872.00 3912.00 A
3 a2605 20250923 3951.00 ... 3911.00 3949.00 A
4 a2607 20250923 3956.00 ... 3917.00 3954.00 A
5 a2609 20250923 3964.00 ... 3927.00 3961.00 A
6 b2510 20250923 3678.00 ... 3576.00 3686.00 B
7 b2511 20250923 3705.00 ... 3607.00 3716.00 B
8 b2512 20250923 3740.00 ... 3645.00 3746.00 B
9 b2601 20250923 3720.00 ... 3639.00 3733.00 B
10 b2602 20250923 3717.00 ... 3635.00 3727.00 B
11 b2603 20250923 3672.00 ... 3586.00 3683.00 B
12 b2604 20250923 3560.00 ... 3494.00 3573.00 B
13 b2605 20250923 3487.00 ... 3426.00 3496.00 B
14 b2606 20250923 3445.00 ... 3401.00 3475.00 B
15 b2607 20250923 3452.00 ... 3406.00 3475.00 B
16 b2608 20250923 3547.00 ... 3510.00 3566.00 B
17 b2609 20250923 3554.00 ... 3510.00 3583.00 B
18 bb2511 20250923 141.80 ... 142.05 142.05 BB
19 bb2601 20250923 146.65 ... 146.65 146.50 BB
20 bb2603 20250923 147.10 ... 147.00 146.80 BB
21 bb2605 20250923 0.00 ... 141.60 141.45 BB
22 bb2607 20250923 0.00 ... 146.35 146.20 BB
23 bb2609 20250923 0.00 ... 146.35 146.20 BB
24 bz2603 20250923 5900.00 ... 5865.00 5922.00 BZ
25 bz2604 20250923 5866.00 ... 5841.00 5904.00 BZ
26 bz2605 20250923 5857.00 ... 5859.00 5927.00 BZ
27 bz2606 20250923 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250923 0.00 ... 5859.00 5935.00 BZ
29 bz2608 20250923 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250923 2144.00 ... 2151.00 2163.00 C
31 c2601 20250923 2135.00 ... 2134.00 2148.00 C
32 c2603 20250923 2146.00 ... 2146.00 2159.00 C
33 c2605 20250923 2210.00 ... 2207.00 2218.00 C
34 c2607 20250923 2222.00 ... 2220.00 2231.00 C
35 c2609 20250923 2238.00 ... 2235.00 2247.00 C
36 cs2511 20250923 2429.00 ... 2436.00 2453.00 CS
37 cs2601 20250923 2450.00 ... 2452.00 2467.00 CS
38 cs2603 20250923 2458.00 ... 2458.00 2473.00 CS
39 cs2605 20250923 2542.00 ... 2541.00 2554.00 CS
40 cs2607 20250923 2552.00 ... 2549.00 2562.00 CS
41 cs2609 20250923 2581.00 ... 2576.00 2591.00 CS
42 eb2509 20250923 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250923 6856.00 ... 6839.00 6947.00 EB
44 eb2511 20250923 6892.00 ... 6865.00 6952.00 EB
45 eb2512 20250923 6916.00 ... 6883.00 6970.00 EB
46 eb2601 20250923 6962.00 ... 6927.00 7012.00 EB
47 eb2602 20250923 6988.00 ... 6966.00 7058.00 EB
48 eb2603 20250923 7027.00 ... 7002.00 7095.00 EB
49 eb2604 20250923 7069.00 ... 7048.00 7110.00 EB
50 eb2605 20250923 7097.00 ... 7065.00 7145.00 EB
51 eb2606 20250923 7103.00 ... 7086.00 7173.00 EB
52 eb2607 20250923 7085.00 ... 7071.00 7137.00 EB
53 eb2608 20250923 7099.00 ... 7099.00 7243.00 EB
54 eg2509 20250923 4078.00 ... 4139.00 4338.00 EG
55 eg2510 20250923 4269.00 ... 4246.00 4279.00 EG
56 eg2511 20250923 4219.00 ... 4201.00 4234.00 EG
57 eg2512 20250923 4204.00 ... 4193.00 4246.00 EG
58 eg2601 20250923 4231.00 ... 4214.00 4249.00 EG
59 eg2602 20250923 4230.00 ... 4226.00 4241.00 EG
60 eg2603 20250923 4237.00 ... 4234.00 4271.00 EG
61 eg2604 20250923 4266.00 ... 4261.00 4294.00 EG
62 eg2605 20250923 4288.00 ... 4271.00 4305.00 EG
63 eg2606 20250923 4288.00 ... 4292.00 4311.00 EG
64 eg2607 20250923 4300.00 ... 4300.00 4321.00 EG
65 eg2608 20250923 0.00 ... 4346.00 4378.00 EG
66 fb2510 20250923 1261.00 ... 1260.00 1259.00 FB
67 fb2511 20250923 1256.00 ... 1254.50 1254.00 FB
68 fb2512 20250923 1254.00 ... 1252.50 1254.50 FB
69 fb2601 20250923 1255.50 ... 1253.50 1255.50 FB
70 fb2602 20250923 1254.50 ... 1254.50 1255.50 FB
71 fb2603 20250923 1247.50 ... 1247.00 1247.50 FB
72 fb2604 20250923 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250923 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250923 0.00 ... 1294.50 1294.50 FB
75 fb2607 20250923 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250923 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250923 0.00 ... 1296.00 1296.00 FB
78 i2510 20250923 820.50 ... 821.00 828.50 I
79 i2511 20250923 819.50 ... 816.00 824.50 I
80 i2512 20250923 817.50 ... 810.50 819.00 I
81 i2601 20250923 808.50 ... 803.50 812.50 I
82 i2602 20250923 803.00 ... 800.00 808.00 I
83 i2603 20250923 796.50 ... 793.00 802.00 I
84 i2604 20250923 793.00 ... 789.50 796.50 I
85 i2605 20250923 785.00 ... 781.00 790.00 I
86 i2606 20250923 779.50 ... 776.00 784.00 I
87 i2607 20250923 778.00 ... 771.50 779.50 I
88 i2608 20250923 773.00 ... 767.00 774.50 I
89 i2609 20250923 803.00 ... 767.50 768.50 I
90 j2510 20250923 1601.00 ... 1604.00 1621.50 J
91 j2511 20250923 1645.00 ... 1632.50 1653.00 J
92 j2512 20250923 1654.50 ... 1664.00 1698.00 J
93 j2601 20250923 1721.00 ... 1710.50 1729.00 J
94 j2602 20250923 1755.50 ... 1747.50 1760.00 J
95 j2603 20250923 0.00 ... 1783.00 1783.00 J
96 j2604 20250923 0.00 ... 1814.00 1814.00 J
97 j2605 20250923 1859.00 ... 1847.00 1868.50 J
98 j2606 20250923 1869.50 ... 1869.50 1899.50 J
99 j2607 20250923 1878.00 ... 1878.00 1902.50 J
100 j2608 20250923 1905.00 ... 1905.00 1931.50 J
101 j2609 20250923 1931.00 ... 1933.50 1948.00 J
102 jd2509 20250923 3120.00 ... 3120.00 3193.00 JD
103 jd2510 20250923 2982.00 ... 2962.00 3003.00 JD
104 jd2511 20250923 3069.00 ... 3070.00 3096.00 JD
105 jd2512 20250923 3182.00 ... 3192.00 3224.00 JD
106 jd2601 20250923 3363.00 ... 3366.00 3381.00 JD
107 jd2602 20250923 3123.00 ... 3125.00 3135.00 JD
108 jd2603 20250923 3142.00 ... 3140.00 3156.00 JD
109 jd2604 20250923 3306.00 ... 3288.00 3324.00 JD
110 jd2605 20250923 3426.00 ... 3406.00 3443.00 JD
111 jd2606 20250923 3240.00 ... 3232.00 3254.00 JD
112 jd2607 20250923 3479.00 ... 3471.00 3492.00 JD
113 jd2608 20250923 3920.00 ... 3918.00 3924.00 JD
114 jm2510 20250923 1036.00 ... 1019.00 1036.00 JM
115 jm2511 20250923 1081.00 ... 1069.50 1085.50 JM
116 jm2512 20250923 1147.50 ... 1140.50 1155.50 JM
117 jm2601 20250923 1214.00 ... 1209.50 1229.00 JM
118 jm2602 20250923 1239.50 ... 1232.50 1251.00 JM
119 jm2603 20250923 1259.00 ... 1254.50 1277.50 JM
120 jm2604 20250923 1275.50 ... 1276.00 1304.00 JM
121 jm2605 20250923 1305.00 ... 1301.00 1323.00 JM
122 jm2606 20250923 1315.00 ... 1314.50 1347.50 JM
123 jm2607 20250923 1326.50 ... 1329.50 1361.00 JM
124 jm2608 20250923 1346.00 ... 1345.50 1370.00 JM
125 jm2609 20250923 1376.00 ... 1370.50 1389.50 JM
126 l2510 20250923 7073.00 ... 7043.00 7074.00 L
127 l2511 20250923 7093.00 ... 7073.00 7107.00 L
128 l2512 20250923 7114.00 ... 7093.00 7133.00 L
129 l2601 20250923 7116.00 ... 7108.00 7153.00 L
130 l2602 20250923 7112.00 ... 7109.00 7155.00 L
131 l2603 20250923 7132.00 ... 7126.00 7167.00 L
132 l2604 20250923 7172.00 ... 7157.00 7216.00 L
133 l2605 20250923 7172.00 ... 7154.00 7204.00 L
134 l2606 20250923 7171.00 ... 7155.00 7195.00 L
135 l2607 20250923 7184.00 ... 7175.00 7206.00 L
136 l2608 20250923 7206.00 ... 7209.00 7223.00 L
137 l2609 20250923 7222.00 ... 7204.00 7237.00 L
138 lg2509 20250923 780.00 ... 780.00 780.00 LG
139 lg2511 20250923 808.00 ... 807.00 808.00 LG
140 lg2601 20250923 823.50 ... 820.00 821.00 LG
141 lg2603 20250923 825.50 ... 825.00 826.50 LG
142 lg2605 20250923 826.00 ... 827.00 830.50 LG
143 lg2607 20250923 830.00 ... 829.50 832.50 LG
144 lh2509 20250923 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250923 12760.00 ... 12730.00 12855.00 LH
146 lh2601 20250923 13310.00 ... 13280.00 13405.00 LH
147 lh2603 20250923 12745.00 ... 12685.00 12815.00 LH
148 lh2605 20250923 13230.00 ... 13130.00 13315.00 LH
149 lh2607 20250923 13905.00 ... 13780.00 13990.00 LH
150 m2511 20250923 2995.00 ... 2922.00 3003.00 M
151 m2512 20250923 3040.00 ... 2968.00 3048.00 M
152 m2601 20250923 3013.00 ... 2954.00 3030.00 M
153 m2603 20250923 2943.00 ... 2906.00 2968.00 M
154 m2605 20250923 2770.00 ... 2739.00 2784.00 M
155 m2607 20250923 2762.00 ... 2736.00 2776.00 M
156 m2608 20250923 2877.00 ... 2843.00 2887.00 M
157 m2609 20250923 2885.00 ... 2847.00 2893.00 M
158 p2510 20250923 9210.00 ... 8948.00 9244.00 P
159 p2511 20250923 9264.00 ... 9052.00 9278.00 P
160 p2512 20250923 9278.00 ... 9072.00 9292.00 P
161 p2601 20250923 9282.00 ... 9086.00 9326.00 P
162 p2602 20250923 9290.00 ... 9078.00 9276.00 P
163 p2603 20250923 9228.00 ... 9008.00 9276.00 P
164 p2604 20250923 9128.00 ... 8938.00 9216.00 P
165 p2605 20250923 9108.00 ... 8866.00 9120.00 P
166 p2606 20250923 8990.00 ... 8762.00 9002.00 P
167 p2607 20250923 8800.00 ... 8648.00 8894.00 P
168 p2608 20250923 8726.00 ... 8574.00 8834.00 P
169 p2609 20250923 8776.00 ... 8520.00 8768.00 P
170 pg2509 20250923 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250923 4314.00 ... 4318.00 4366.00 PG
172 pg2511 20250923 4258.00 ... 4247.00 4293.00 PG
173 pg2512 20250923 4194.00 ... 4185.00 4232.00 PG
174 pg2601 20250923 4132.00 ... 4123.00 4171.00 PG
175 pg2602 20250923 4056.00 ... 4055.00 4100.00 PG
176 pg2603 20250923 3994.00 ... 3977.00 4020.00 PG
177 pg2604 20250923 4348.00 ... 4332.00 4366.00 PG
178 pg2605 20250923 4261.00 ... 4246.00 4281.00 PG
179 pg2606 20250923 4197.00 ... 4197.00 4195.00 PG
180 pg2607 20250923 4134.00 ... 4134.00 4159.00 PG
181 pg2608 20250923 4080.00 ... 4080.00 4095.00 PG
182 pp2510 20250923 6755.00 ... 6750.00 6785.00 PP
183 pp2511 20250923 6796.00 ... 6782.00 6821.00 PP
184 pp2512 20250923 6839.00 ... 6818.00 6857.00 PP
185 pp2601 20250923 6866.00 ... 6850.00 6895.00 PP
186 pp2602 20250923 6852.00 ... 6836.00 6882.00 PP
187 pp2603 20250923 6839.00 ... 6840.00 6870.00 PP
188 pp2604 20250923 6887.00 ... 6876.00 6911.00 PP
189 pp2605 20250923 6905.00 ... 6900.00 6942.00 PP
190 pp2606 20250923 6877.00 ... 6852.00 6903.00 PP
191 pp2607 20250923 6865.00 ... 6842.00 6878.00 PP
192 pp2608 20250923 6871.00 ... 6859.00 6894.00 PP
193 pp2609 20250923 6900.00 ... 6892.00 6931.00 PP
194 rr2510 20250923 3614.00 ... 3619.00 3610.00 RR
195 rr2511 20250923 3616.00 ... 3615.00 3615.00 RR
196 rr2512 20250923 3616.00 ... 3615.00 3613.00 RR
197 rr2601 20250923 3622.00 ... 3620.00 3624.00 RR
198 rr2602 20250923 3606.00 ... 3606.00 3608.00 RR
199 rr2603 20250923 3612.00 ... 3612.00 3611.00 RR
200 rr2604 20250923 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250923 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250923 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250923 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250923 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250923 0.00 ... 3614.00 3614.00 RR
206 v2510 20250923 4798.00 ... 4784.00 4837.00 V
207 v2511 20250923 4848.00 ... 4819.00 4867.00 V
208 v2512 20250923 4884.00 ... 4859.00 4903.00 V
209 v2601 20250923 4927.00 ... 4903.00 4955.00 V
210 v2602 20250923 4969.00 ... 4939.00 5001.00 V
211 v2603 20250923 5002.00 ... 4976.00 5035.00 V
212 v2604 20250923 5198.00 ... 5179.00 5246.00 V
213 v2605 20250923 5232.00 ... 5203.00 5259.00 V
214 v2606 20250923 5251.00 ... 5248.00 5286.00 V
215 v2607 20250923 5281.00 ... 5269.00 5318.00 V
216 v2608 20250923 5333.00 ... 5308.00 5347.00 V
217 v2609 20250923 5352.00 ... 5331.00 5385.00 V
218 y2511 20250923 8354.00 ... 8128.00 8376.00 Y
219 y2512 20250923 8408.00 ... 8178.00 8402.00 Y
220 y2601 20250923 8310.00 ... 8136.00 8348.00 Y
221 y2603 20250923 8286.00 ... 8096.00 8282.00 Y
222 y2605 20250923 8042.00 ... 7860.00 8066.00 Y
223 y2607 20250923 8026.00 ... 7868.00 8026.00 Y
224 y2608 20250923 8000.00 ... 7852.00 8036.00 Y
225 y2609 20250923 8012.00 ... 7804.00 8000.00 Y
[226 rows x 12 columns]
2025-09-24 18:26:11,982 - future_1d - INFO - ak.get_dce_daily('2025-09-23') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250923 8450.0 8490.0 ... 23932.02 8472.0 8448.0 AP
1 AP511 20250923 8251.0 8288.0 ... 7593.47 8263.0 8220.0 AP
2 AP512 20250923 8252.0 8254.0 ... 543.07 8228.0 8205.0 AP
3 AP601 20250923 8293.0 8322.0 ... 349547.15 8285.0 8256.0 AP
4 AP603 20250923 8191.0 8208.0 ... 220.83 8179.0 8172.0 AP
5 AP604 20250923 8155.0 8156.0 ... 48.92 8154.0 8169.0 AP
6 AP605 20250923 8238.0 8239.0 ... 2657.67 8203.0 8195.0 AP
7 CF511 20250923 13505.0 13540.0 ... 335967.69 13490.0 13520.0 CF
8 CF601 20250923 13600.0 13605.0 ... 1633174.42 13545.0 13635.0 CF
9 CF603 20250923 13565.0 13565.0 ... 3271.99 13520.0 13605.0 CF
10 CF605 20250923 13620.0 13620.0 ... 227380.36 13560.0 13640.0 CF
11 CF607 20250923 13590.0 13600.0 ... 821.13 13570.0 13645.0 CF
12 CF609 20250923 13760.0 13780.0 ... 336.51 13735.0 13825.0 CF
13 CJ512 20250923 10680.0 10780.0 ... 1889.48 10735.0 10695.0 CJ
14 CJ601 20250923 10700.0 10820.0 ... 569998.00 10760.0 10710.0 CJ
15 CJ603 20250923 10660.0 10795.0 ... 10673.59 10745.0 10665.0 CJ
16 CJ605 20250923 10700.0 10820.0 ... 77130.91 10760.0 10680.0 CJ
17 CJ607 20250923 10825.0 10925.0 ... 1770.36 10860.0 10785.0 CJ
18 CJ609 20250923 10950.0 11000.0 ... 197.45 10970.0 10905.0 CJ
19 CY510 20250923 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250923 19640.0 19695.0 ... 96808.01 19640.0 19665.0 CY
21 CY512 20250923 0.0 0.0 ... 0.00 19495.0 19590.0 CY
22 CY601 20250923 19655.0 19675.0 ... 2238.56 19635.0 19700.0 CY
23 CY602 20250923 0.0 0.0 ... 0.00 19745.0 19790.0 CY
24 CY603 20250923 0.0 0.0 ... 0.00 19735.0 19705.0 CY
25 CY604 20250923 0.0 0.0 ... 0.00 19730.0 19790.0 CY
26 CY605 20250923 19835.0 19835.0 ... 29.67 19780.0 19910.0 CY
27 CY606 20250923 0.0 0.0 ... 0.00 19735.0 19845.0 CY
28 CY607 20250923 0.0 0.0 ... 0.00 20005.0 20150.0 CY
29 CY608 20250923 0.0 0.0 ... 0.00 19810.0 19810.0 CY
30 CY609 20250923 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250923 1082.0 1083.0 ... 8381.67 1073.0 1089.0 FG
32 FG511 20250923 1077.0 1077.0 ... 195070.28 1067.0 1087.0 FG
33 FG512 20250923 1196.0 1197.0 ... 91030.90 1184.0 1211.0 FG
34 FG601 20250923 1195.0 1195.0 ... 4359055.58 1181.0 1212.0 FG
35 FG602 20250923 1248.0 1254.0 ... 77124.71 1240.0 1263.0 FG
36 FG603 20250923 1257.0 1257.0 ... 3286.93 1245.0 1274.0 FG
37 FG604 20250923 1318.0 1321.0 ... 719.35 1308.0 1332.0 FG
38 FG605 20250923 1327.0 1327.0 ... 169356.31 1310.0 1339.0 FG
39 FG606 20250923 1349.0 1349.0 ... 854.70 1340.0 1366.0 FG
40 FG607 20250923 1350.0 1350.0 ... 1643.94 1339.0 1366.0 FG
41 FG608 20250923 1392.0 1392.0 ... 1223.87 1384.0 1400.0 FG
42 FG609 20250923 1399.0 1399.0 ... 5673.52 1388.0 1405.0 FG
43 JR511 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250923 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250923 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250923 2250.0 2258.0 ... 3747.47 2249.0 2263.0 MA
52 MA511 20250923 2278.0 2289.0 ... 206723.97 2278.0 2291.0 MA
53 MA512 20250923 2324.0 2328.0 ... 194794.73 2320.0 2330.0 MA
54 MA601 20250923 2339.0 2351.0 ... 1088354.07 2340.0 2353.0 MA
55 MA602 20250923 2364.0 2373.0 ... 134806.42 2363.0 2374.0 MA
56 MA603 20250923 2384.0 2396.0 ... 801.17 2384.0 2398.0 MA
57 MA604 20250923 2391.0 2391.0 ... 11.90 2379.0 2393.0 MA
58 MA605 20250923 2371.0 2380.0 ... 53597.43 2371.0 2379.0 MA
59 MA606 20250923 2383.0 2383.0 ... 4.76 2380.0 2386.0 MA
60 MA607 20250923 2360.0 2364.0 ... 37.69 2356.0 2367.0 MA
61 MA608 20250923 2349.0 2361.0 ... 7.06 2354.0 2360.0 MA
62 MA609 20250923 2337.0 2345.0 ... 2365.82 2333.0 2337.0 MA
63 OI511 20250923 10287.0 10290.0 ... 737228.24 10202.0 10272.0 OI
64 OI601 20250923 10118.0 10121.0 ... 4204398.12 10026.0 10102.0 OI
65 OI603 20250923 9838.0 9849.0 ... 5661.95 9745.0 9851.0 OI
66 OI605 20250923 9608.0 9617.0 ... 246149.62 9498.0 9607.0 OI
67 OI607 20250923 9551.0 9551.0 ... 1048.77 9448.0 9568.0 OI
68 OI609 20250923 9501.0 9506.0 ... 649.85 9418.0 9532.0 OI
69 PF510 20250923 6260.0 6262.0 ... 5991.79 6242.0 6296.0 PF
70 PF511 20250923 6254.0 6256.0 ... 499030.51 6234.0 6278.0 PF
71 PF512 20250923 6218.0 6220.0 ... 287371.85 6202.0 6244.0 PF
72 PF601 20250923 6270.0 6270.0 ... 35246.28 6246.0 6298.0 PF
73 PF602 20250923 6260.0 6272.0 ... 81677.67 6258.0 6300.0 PF
74 PF603 20250923 6262.0 6266.0 ... 50.06 6258.0 6314.0 PF
75 PF604 20250923 6314.0 6316.0 ... 22.08 6308.0 6366.0 PF
76 PF605 20250923 6332.0 6332.0 ... 34.82 6332.0 6378.0 PF
77 PF606 20250923 0.0 0.0 ... 0.00 6364.0 6376.0 PF
78 PF607 20250923 0.0 0.0 ... 0.00 6378.0 6412.0 PF
79 PF608 20250923 0.0 0.0 ... 0.00 6392.0 6420.0 PF
80 PF609 20250923 6408.0 6408.0 ... 3.20 6408.0 6428.0 PF
81 PK510 20250923 7794.0 7816.0 ... 3624.08 7794.0 7818.0 PK
82 PK511 20250923 7790.0 7802.0 ... 380149.50 7772.0 7820.0 PK
83 PK512 20250923 7802.0 7812.0 ... 166386.10 7788.0 7828.0 PK
84 PK601 20250923 7820.0 7820.0 ... 58162.67 7796.0 7832.0 PK
85 PK603 20250923 7828.0 7834.0 ... 297.03 7818.0 7852.0 PK
86 PK604 20250923 7836.0 7836.0 ... 58.72 7830.0 7850.0 PK
87 PK605 20250923 7846.0 7846.0 ... 2961.37 7834.0 7862.0 PK
88 PL601 20250923 6319.0 6348.0 ... 53121.68 6332.0 6373.0 PL
89 PL602 20250923 6366.0 6373.0 ... 165.58 6369.0 6412.0 PL
90 PL603 20250923 0.0 0.0 ... 0.00 6402.0 6421.0 PL
91 PL604 20250923 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250923 0.0 0.0 ... 0.00 6327.0 6345.0 PL
93 PL606 20250923 0.0 0.0 ... 0.00 6384.0 6384.0 PL
94 PL607 20250923 0.0 0.0 ... 0.00 6410.0 6439.0 PL
95 PL608 20250923 0.0 0.0 ... 0.00 6499.0 6500.0 PL
96 PL609 20250923 0.0 0.0 ... 0.00 6490.0 6500.0 PL
97 PM511 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250923 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250923 5756.0 5784.0 ... 3373.82 5752.0 5788.0 PR
104 PR511 20250923 5732.0 5734.0 ... 474277.75 5708.0 5756.0 PR
105 PR512 20250923 5730.0 5740.0 ... 546543.29 5712.0 5760.0 PR
106 PR601 20250923 5734.0 5734.0 ... 178133.22 5712.0 5760.0 PR
107 PR602 20250923 5756.0 6124.0 ... 397.18 5756.0 5780.0 PR
108 PR603 20250923 5778.0 6136.0 ... 398.15 5770.0 5810.0 PR
109 PR604 20250923 5766.0 5800.0 ... 173.45 5782.0 5820.0 PR
110 PR605 20250923 5794.0 5812.0 ... 130.32 5792.0 5828.0 PR
111 PR606 20250923 0.0 0.0 ... 0.00 5860.0 5904.0 PR
112 PR607 20250923 5848.0 5848.0 ... 8.77 5848.0 5912.0 PR
113 PR608 20250923 0.0 0.0 ... 0.00 5870.0 5914.0 PR
114 PR609 20250923 0.0 0.0 ... 0.00 5870.0 5888.0 PR
115 PX510 20250923 6592.0 6592.0 ... 817.21 6564.0 6666.0 PX
116 PX511 20250923 6566.0 6570.0 ... 536097.15 6534.0 6602.0 PX
117 PX512 20250923 6564.0 6564.0 ... 232067.56 6526.0 6594.0 PX
118 PX601 20250923 6550.0 6550.0 ... 118298.50 6518.0 6588.0 PX
119 PX602 20250923 6548.0 6552.0 ... 10757.76 6524.0 6590.0 PX
120 PX603 20250923 6524.0 6524.0 ... 13.02 6512.0 6584.0 PX
121 PX604 20250923 0.0 0.0 ... 0.00 6540.0 6600.0 PX
122 PX605 20250923 6530.0 6558.0 ... 3227.44 6528.0 6586.0 PX
123 PX606 20250923 0.0 0.0 ... 0.00 6558.0 6620.0 PX
124 PX607 20250923 6528.0 6614.0 ... 45.96 6566.0 6586.0 PX
125 PX608 20250923 6550.0 6550.0 ... 6.55 6548.0 6602.0 PX
126 PX609 20250923 6580.0 6580.0 ... 3.29 6580.0 6634.0 PX
127 RI511 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250923 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250923 2534.0 2537.0 ... 33070.36 2493.0 2553.0 RM
134 RM601 20250923 2519.0 2519.0 ... 1206857.30 2468.0 2533.0 RM
135 RM603 20250923 2407.0 2409.0 ... 26030.09 2368.0 2423.0 RM
136 RM605 20250923 2367.0 2369.0 ... 257422.45 2338.0 2384.0 RM
137 RM607 20250923 2356.0 2356.0 ... 16271.20 2328.0 2373.0 RM
138 RM608 20250923 2455.0 2455.0 ... 2317.59 2427.0 2470.0 RM
139 RM609 20250923 2442.0 2462.0 ... 6438.24 2426.0 2458.0 RM
140 RS511 20250923 5306.0 5330.0 ... 90.06 5297.0 5346.0 RS
141 RS607 20250923 5519.0 5574.0 ... 166.34 5545.0 5570.0 RS
142 RS608 20250923 5526.0 5571.0 ... 177.37 5543.0 5579.0 RS
143 RS609 20250923 5534.0 5584.0 ... 122.16 5553.0 5588.0 RS
144 SA510 20250923 1205.0 1209.0 ... 13784.78 1200.0 1219.0 SA
145 SA511 20250923 1217.0 1218.0 ... 630620.16 1209.0 1233.0 SA
146 SA512 20250923 1278.0 1280.0 ... 303270.59 1267.0 1298.0 SA
147 SA601 20250923 1287.0 1290.0 ... 3200531.21 1278.0 1307.0 SA
148 SA602 20250923 1322.0 1323.0 ... 302874.97 1308.0 1344.0 SA
149 SA603 20250923 1329.0 1363.0 ... 5013.19 1317.0 1345.0 SA
150 SA604 20250923 1375.0 1375.0 ... 1850.53 1359.0 1387.0 SA
151 SA605 20250923 1380.0 1385.0 ... 179470.47 1364.0 1397.0 SA
152 SA606 20250923 1391.0 1392.0 ... 1518.85 1378.0 1409.0 SA
153 SA607 20250923 1393.0 1394.0 ... 1744.90 1380.0 1411.0 SA
154 SA608 20250923 1431.0 1431.0 ... 1465.37 1417.0 1441.0 SA
155 SA609 20250923 1438.0 1438.0 ... 6767.03 1423.0 1447.0 SA
156 SF510 20250923 5464.0 5544.0 ... 6162.35 5508.0 5510.0 SF
157 SF511 20250923 5642.0 5734.0 ... 696479.14 5692.0 5692.0 SF
158 SF512 20250923 5658.0 5718.0 ... 225000.00 5676.0 5708.0 SF
159 SF601 20250923 5636.0 5706.0 ... 191019.14 5664.0 5672.0 SF
160 SF602 20250923 5586.0 5668.0 ... 33277.91 5628.0 5632.0 SF
161 SF603 20250923 5810.0 5810.0 ... 54.94 5784.0 5810.0 SF
162 SF604 20250923 0.0 0.0 ... 0.00 5832.0 5876.0 SF
163 SF605 20250923 5758.0 5820.0 ... 2607.62 5776.0 5794.0 SF
164 SF606 20250923 5730.0 5774.0 ... 183.61 5738.0 5728.0 SF
165 SF607 20250923 5900.0 5900.0 ... 41.12 5876.0 5920.0 SF
166 SF608 20250923 5834.0 5856.0 ... 8.77 5846.0 5906.0 SF
167 SF609 20250923 5904.0 5904.0 ... 111.22 5854.0 5890.0 SF
168 SH510 20250923 2497.0 2506.0 ... 23584.32 2474.0 2517.0 SH
169 SH511 20250923 2518.0 2535.0 ... 712883.24 2493.0 2553.0 SH
170 SH512 20250923 2590.0 2598.0 ... 396488.93 2551.0 2615.0 SH
171 SH601 20250923 2594.0 2603.0 ... 3220884.00 2555.0 2622.0 SH
172 SH602 20250923 2618.0 2624.0 ... 58040.99 2573.0 2640.0 SH
173 SH603 20250923 2636.0 2637.0 ... 1941.86 2589.0 2662.0 SH
174 SH604 20250923 2681.0 2681.0 ... 386.46 2629.0 2697.0 SH
175 SH605 20250923 2688.0 2694.0 ... 24995.82 2648.0 2707.0 SH
176 SH606 20250923 2689.0 2695.0 ... 431.06 2661.0 2717.0 SH
177 SH607 20250923 2661.0 2668.0 ... 119.10 2647.0 2716.0 SH
178 SH608 20250923 2699.0 2699.0 ... 87.61 2655.0 2715.0 SH
179 SH609 20250923 2704.0 2704.0 ... 577.67 2674.0 2722.0 SH
180 SM510 20250923 5742.0 5838.0 ... 5693.78 5790.0 5798.0 SM
181 SM511 20250923 5844.0 5918.0 ... 260909.85 5862.0 5896.0 SM
182 SM512 20250923 5858.0 5924.0 ... 95495.91 5866.0 5906.0 SM
183 SM601 20250923 5858.0 5940.0 ... 725733.20 5890.0 5884.0 SM
184 SM602 20250923 5866.0 5948.0 ... 110787.74 5892.0 5936.0 SM
185 SM603 20250923 5902.0 5956.0 ... 381.97 5922.0 5894.0 SM
186 SM604 20250923 5940.0 5944.0 ... 23.75 5938.0 5992.0 SM
187 SM605 20250923 5918.0 5978.0 ... 10115.74 5930.0 5920.0 SM
188 SM606 20250923 5918.0 5918.0 ... 2.96 5918.0 5906.0 SM
189 SM607 20250923 5936.0 5952.0 ... 14.85 5940.0 5984.0 SM
190 SM608 20250923 5928.0 5928.0 ... 2.96 5928.0 5966.0 SM
191 SM609 20250923 5980.0 6008.0 ... 534.55 5974.0 5962.0 SM
192 SR511 20250923 5500.0 5516.0 ... 155873.47 5496.0 5497.0 SR
193 SR601 20250923 5451.0 5457.0 ... 1208829.22 5440.0 5461.0 SR
194 SR603 20250923 5450.0 5450.0 ... 6275.57 5424.0 5450.0 SR
195 SR605 20250923 5430.0 5435.0 ... 126861.56 5414.0 5442.0 SR
196 SR607 20250923 5448.0 5449.0 ... 5980.90 5427.0 5451.0 SR
197 SR609 20250923 5458.0 5459.0 ... 3040.49 5439.0 5465.0 SR
198 TA510 20250923 4522.0 4524.0 ... 18585.90 4512.0 4562.0 TA
199 TA511 20250923 4542.0 4546.0 ... 251751.50 4528.0 4576.0 TA
200 TA512 20250923 4560.0 4560.0 ... 100162.00 4540.0 4588.0 TA
201 TA601 20250923 4562.0 4568.0 ... 1376736.09 4550.0 4596.0 TA
202 TA602 20250923 4566.0 4578.0 ... 19993.68 4560.0 4606.0 TA
203 TA603 20250923 4576.0 4588.0 ... 157.71 4572.0 4630.0 TA
204 TA604 20250923 4580.0 4588.0 ... 6.87 4584.0 4618.0 TA
205 TA605 20250923 4600.0 4610.0 ... 54237.18 4592.0 4636.0 TA
206 TA606 20250923 4608.0 4608.0 ... 20.68 4596.0 4640.0 TA
207 TA607 20250923 4610.0 4624.0 ... 27.66 4610.0 4658.0 TA
208 TA608 20250923 4626.0 4628.0 ... 9.25 4626.0 4676.0 TA
209 TA609 20250923 4634.0 4642.0 ... 243.28 4634.0 4672.0 TA
210 UR510 20250923 1558.0 1566.0 ... 5681.73 1559.0 1561.0 UR
211 UR511 20250923 1630.0 1640.0 ... 57725.64 1634.0 1635.0 UR
212 UR512 20250923 1648.0 1653.0 ... 16640.84 1648.0 1648.0 UR
213 UR601 20250923 1655.0 1664.0 ... 373093.20 1658.0 1658.0 UR
214 UR602 20250923 1665.0 1671.0 ... 589.60 1666.0 1664.0 UR
215 UR603 20250923 1712.0 1714.0 ... 71.83 1710.0 1711.0 UR
216 UR604 20250923 1711.0 1715.0 ... 27.40 1713.0 1712.0 UR
217 UR605 20250923 1712.0 1718.0 ... 18504.79 1713.0 1716.0 UR
218 UR606 20250923 1713.0 1718.0 ... 181.69 1714.0 1717.0 UR
219 UR607 20250923 1748.0 1749.0 ... 188.59 1746.0 1753.0 UR
220 UR608 20250923 1745.0 1745.0 ... 24.39 1742.0 1747.0 UR
221 UR609 20250923 1735.0 1739.0 ... 350.40 1735.0 1740.0 UR
222 WH511 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250923 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250923 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-24 18:26:12,330 - future_1d - INFO - ak.get_czce_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 PS2510 20250923 51015.0 ... 50335.0 51890.0 PS
1 PS2511 20250923 50900.0 ... 50170.0 51675.0 PS
2 PS2512 20250923 53420.0 ... 52510.0 54225.0 PS
3 PS2601 20250923 53070.0 ... 52240.0 54065.0 PS
4 PS2602 20250923 53345.0 ... 52145.0 54595.0 PS
5 PS2603 20250923 53410.0 ... 51780.0 54490.0 PS
6 PS2604 20250923 53440.0 ... 52115.0 54165.0 PS
7 PS2605 20250923 53100.0 ... 51960.0 53990.0 PS
8 PS2606 20250923 55615.0 ... 54160.0 56335.0 PS
9 PS2607 20250923 55715.0 ... 53800.0 56470.0 PS
10 PS2608 20250923 55385.0 ... 53725.0 56380.0 PS
11 PS2609 20250923 55295.0 ... 53680.0 56245.0 PS
13 SI2510 20250923 8900.0 ... 8905.0 9110.0 SI
14 SI2511 20250923 8930.0 ... 8945.0 9135.0 SI
15 SI2512 20250923 9330.0 ... 9350.0 9520.0 SI
16 SI2601 20250923 9310.0 ... 9305.0 9515.0 SI
17 SI2602 20250923 9320.0 ... 9320.0 9525.0 SI
18 SI2603 20250923 9390.0 ... 9340.0 9510.0 SI
19 SI2604 20250923 9330.0 ... 9335.0 9500.0 SI
20 SI2605 20250923 9330.0 ... 9355.0 9520.0 SI
21 SI2606 20250923 9345.0 ... 9335.0 9545.0 SI
22 SI2607 20250923 9380.0 ... 9355.0 9510.0 SI
23 SI2608 20250923 9340.0 ... 9350.0 9560.0 SI
24 SI2609 20250923 9380.0 ... 9360.0 9575.0 SI
27 LC2510 20250923 72880.0 ... 73160.0 73660.0 LC
28 LC2511 20250923 73040.0 ... 73460.0 73780.0 LC
29 LC2512 20250923 73240.0 ... 73540.0 73940.0 LC
30 LC2601 20250923 74160.0 ... 73440.0 73880.0 LC
31 LC2602 20250923 73120.0 ... 73360.0 73580.0 LC
32 LC2603 20250923 73520.0 ... 73320.0 73840.0 LC
33 LC2604 20250923 74180.0 ... 73900.0 74240.0 LC
34 LC2605 20250923 73860.0 ... 73800.0 74280.0 LC
35 LC2606 20250923 73700.0 ... 73500.0 74180.0 LC
36 LC2607 20250923 73460.0 ... 73440.0 73980.0 LC
37 LC2608 20250923 73600.0 ... 73500.0 74100.0 LC
38 LC2609 20250923 73680.0 ... 73580.0 74020.0 LC
[36 rows x 12 columns]
2025-09-24 18:26:12,532 - future_1d - INFO - ak.get_gfex_daily('2025-09-23') done
symbol date open ... settle pre_settle variety
0 IC2510 20250923 7156.800 ... 7034.000 7124.600 IC
1 IC2511 20250923 7093.200 ... 6972.000 7056.600 IC
2 IC2512 20250923 7033.000 ... 6888.200 6995.000 IC
3 IC2603 20250923 6857.000 ... 6715.600 6825.000 IC
4 IF2510 20250923 4516.800 ... 4482.000 4497.400 IF
5 IF2511 20250923 4502.000 ... 4472.600 4481.800 IF
6 IF2512 20250923 4495.000 ... 4454.600 4472.400 IF
7 IF2603 20250923 4469.000 ... 4425.200 4448.800 IF
8 IH2510 20250923 2917.000 ... 2911.800 2917.000 IH
9 IH2511 20250923 2915.800 ... 2912.600 2915.800 IH
10 IH2512 20250923 2920.000 ... 2912.400 2917.400 IH
11 IH2603 20250923 2921.000 ... 2911.400 2918.800 IH
12 IM2510 20250923 7402.200 ... 7250.400 7373.800 IM
13 IM2511 20250923 7319.800 ... 7160.400 7290.800 IM
14 IM2512 20250923 7236.800 ... 7075.800 7211.000 IM
15 IM2603 20250923 7029.000 ... 6870.200 7002.600 IM
16 T2512 20250923 107.905 ... 107.755 107.945 T
17 T2603 20250923 107.575 ... 107.420 107.595 T
18 T2606 20250923 107.400 ... 107.320 107.460 T
19 TF2512 20250923 105.730 ... 105.645 105.760 TF
20 TF2603 20250923 105.610 ... 105.515 105.620 TF
21 TF2606 20250923 105.530 ... 105.455 105.555 TF
22 TL2512 20250923 114.950 ... 114.540 115.090 TL
23 TL2603 20250923 114.660 ... 114.200 114.750 TL
24 TL2606 20250923 114.510 ... 114.250 114.770 TL
25 TS2512 20250923 102.394 ... 102.352 102.396 TS
26 TS2603 20250923 102.312 ... 102.280 102.324 TS
27 TS2606 20250923 102.274 ... 102.280 102.300 TS
[28 rows x 12 columns]
2025-09-24 18:26:12,851 - future_1d - INFO - ak.get_cffex_daily('2025-09-23') done
2025-09-24 18:26:14,621 - future_1d - INFO - save future_daily 2025-09-23 completed
index symbol date ... settle pre_settle variety
0 0 CU2510 20250924 ... 79990 79940 CU
1 1 CU2511 20250924 ... 79990 79940 CU
2 2 CU2512 20250924 ... 79980 79940 CU
3 3 CU2601 20250924 ... 79970 79920 CU
4 4 CU2602 20250924 ... 79960 79890 CU
5 5 CU2603 20250924 ... 79950 79880 CU
6 6 CU2604 20250924 ... 79970 79920 CU
7 7 CU2605 20250924 ... 79910 79890 CU
8 8 CU2606 20250924 ... 79860 79940 CU
9 9 CU2607 20250924 ... 79840 79930 CU
10 10 CU2608 20250924 ... 79880 79930 CU
11 11 CU2609 20250924 ... 79890 79940 CU
12 12 BC2510 20250924 ... 70910 70920 BC
13 13 BC2511 20250924 ... 71060 70990 BC
14 14 BC2512 20250924 ... 71110 71110 BC
15 15 BC2601 20250924 ... 71300 71300 BC
16 16 BC2602 20250924 ... 71100 71100 BC
17 17 BC2603 20250924 ... 71210 71210 BC
18 18 BC2604 20250924 ... 71300 71300 BC
19 19 BC2605 20250924 ... 71300 71300 BC
20 20 BC2606 20250924 ... 71400 71400 BC
21 21 BC2607 20250924 ... 71400 71400 BC
22 22 BC2608 20250924 ... 71400 71400 BC
23 23 BC2609 20250924 ... 71550 71550 BC
24 24 AL2510 20250924 ... 20680 20685 AL
25 25 AL2511 20250924 ... 20685 20685 AL
26 26 AL2512 20250924 ... 20690 20690 AL
27 27 AL2601 20250924 ... 20695 20690 AL
28 28 AL2602 20250924 ... 20695 20690 AL
29 29 AL2603 20250924 ... 20725 20715 AL
30 30 AL2604 20250924 ... 20750 20735 AL
31 31 AL2605 20250924 ... 20755 20740 AL
32 32 AL2606 20250924 ... 20785 20745 AL
33 33 AL2607 20250924 ... 20780 20745 AL
34 34 AL2608 20250924 ... 20775 20745 AL
35 35 AL2609 20250924 ... 20775 20775 AL
36 36 ZN2510 20250924 ... 21905 21945 ZN
37 37 ZN2511 20250924 ... 21915 21955 ZN
38 38 ZN2512 20250924 ... 21915 21955 ZN
39 39 ZN2601 20250924 ... 21930 21980 ZN
40 40 ZN2602 20250924 ... 21955 21980 ZN
41 41 ZN2603 20250924 ... 21970 21960 ZN
42 42 ZN2604 20250924 ... 22010 22020 ZN
43 43 ZN2605 20250924 ... 22045 22125 ZN
44 44 ZN2606 20250924 ... 22080 22105 ZN
45 45 ZN2607 20250924 ... 22095 22115 ZN
46 46 ZN2608 20250924 ... 22115 22140 ZN
47 47 ZN2609 20250924 ... 22145 22160 ZN
48 48 PB2510 20250924 ... 17035 17085 PB
49 49 PB2511 20250924 ... 17075 17125 PB
50 50 PB2512 20250924 ... 17090 17125 PB
51 51 PB2601 20250924 ... 17085 17095 PB
52 52 PB2602 20250924 ... 17090 17175 PB
53 53 PB2603 20250924 ... 17125 17125 PB
54 54 PB2604 20250924 ... 17215 17215 PB
55 55 PB2605 20250924 ... 17140 17150 PB
56 56 PB2606 20250924 ... 17160 17165 PB
57 57 PB2607 20250924 ... 17175 17180 PB
58 58 PB2608 20250924 ... 17140 17140 PB
59 59 PB2609 20250924 ... 17185 17185 PB
60 60 NI2510 20250924 ... 121450 121010 NI
61 61 NI2511 20250924 ... 121680 121170 NI
62 62 NI2512 20250924 ... 121810 121300 NI
63 63 NI2601 20250924 ... 122020 121540 NI
64 64 NI2602 20250924 ... 122250 121790 NI
65 65 NI2603 20250924 ... 122510 122010 NI
66 66 NI2604 20250924 ... 122640 122160 NI
67 67 NI2605 20250924 ... 122920 122370 NI
68 68 NI2606 20250924 ... 123050 122520 NI
69 69 NI2607 20250924 ... 123340 122800 NI
70 70 NI2608 20250924 ... 123750 123230 NI
71 71 NI2609 20250924 ... 124090 123490 NI
72 72 SN2510 20250924 ... 271570 270250 SN
73 73 SN2511 20250924 ... 271840 270590 SN
74 74 SN2512 20250924 ... 272030 270770 SN
75 75 SN2601 20250924 ... 272140 270840 SN
76 76 SN2602 20250924 ... 272100 270970 SN
77 77 SN2603 20250924 ... 272640 270870 SN
78 78 SN2604 20250924 ... 272870 271120 SN
79 79 SN2605 20250924 ... 273140 270970 SN
80 80 SN2606 20250924 ... 273310 271080 SN
81 81 SN2607 20250924 ... 273200 272210 SN
82 82 SN2608 20250924 ... 273380 272800 SN
83 83 SN2609 20250924 ... 273670 272720 SN
84 84 AO2510 20250924 ... 2858 2873 AO
85 85 AO2511 20250924 ... 2871 2877 AO
86 86 AO2512 20250924 ... 2882 2887 AO
87 87 AO2601 20250924 ... 2894 2899 AO
88 88 AO2602 20250924 ... 2906 2905 AO
89 89 AO2603 20250924 ... 2975 2974 AO
90 90 AO2604 20250924 ... 2980 2996 AO
91 91 AO2605 20250924 ... 2986 2992 AO
92 92 AO2606 20250924 ... 2993 3007 AO
93 93 AO2607 20250924 ... 2996 3008 AO
94 94 AO2608 20250924 ... 3007 3020 AO
95 95 AO2609 20250924 ... 3020 3030 AO
96 96 AD2511 20250924 ... 20320 20230 AD
97 97 AD2512 20250924 ... 20315 20260 AD
98 98 AD2601 20250924 ... 20320 20275 AD
99 99 AD2602 20250924 ... 20320 20285 AD
100 100 AD2603 20250924 ... 20300 20300 AD
101 101 AD2604 20250924 ... 20320 20320 AD
102 102 AD2605 20250924 ... 20320 20320 AD
103 103 AD2606 20250924 ... 20305 20305 AD
104 104 AD2607 20250924 ... 20510 20510 AD
105 105 AD2608 20250924 ... 20515 20515 AD
106 106 AD2609 20250924 ... 20335 20335 AD
107 107 AU2510 20250924 ... 854.98 847.78 AU
108 108 AU2511 20250924 ... 856.34 850.82 AU
109 109 AU2512 20250924 ... 858.6 851.2 AU
110 110 AU2602 20250924 ... 860.92 853.94 AU
111 111 AU2604 20250924 ... 863.22 855.86 AU
112 112 AU2606 20250924 ... 865.94 858.76 AU
113 113 AU2608 20250924 ... 869.22 861.04 AU
114 114 AU2610 20250924 ... 872.52 864.14 AU
115 115 AG2510 20250924 ... 10356 10273 AG
116 116 AG2511 20250924 ... 10388 10294 AG
117 117 AG2512 20250924 ... 10403 10311 AG
118 118 AG2601 20250924 ... 10415 10318 AG
119 119 AG2602 20250924 ... 10423 10328 AG
120 120 AG2603 20250924 ... 10438 10346 AG
121 121 AG2604 20250924 ... 10454 10349 AG
122 122 AG2605 20250924 ... 10468 10372 AG
123 123 AG2606 20250924 ... 10479 10389 AG
124 124 AG2607 20250924 ... 10496 10399 AG
125 125 AG2608 20250924 ... 10509 10418 AG
126 126 AG2609 20250924 ... 10514 10429 AG
127 127 RB2510 20250924 ... 3066 3074 RB
128 128 RB2511 20250924 ... 3082 3088 RB
129 129 RB2512 20250924 ... 3136 3140 RB
130 130 RB2601 20250924 ... 3157 3163 RB
131 131 RB2602 20250924 ... 3159 3163 RB
132 132 RB2603 20250924 ... 3175 3182 RB
133 133 RB2604 20250924 ... 3193 3200 RB
134 134 RB2605 20250924 ... 3217 3220 RB
135 135 RB2606 20250924 ... 3235 3233 RB
136 136 RB2607 20250924 ... 3246 3248 RB
137 137 RB2608 20250924 ... 3241 3242 RB
138 138 RB2609 20250924 ... 3244 3248 RB
139 139 WR2510 20250924 ... 3233 3275 WR
140 140 WR2511 20250924 ... 3343 3302 WR
141 141 WR2512 20250924 ... 3324 3324 WR
142 142 WR2601 20250924 ... 3349 3337 WR
143 143 WR2602 20250924 ... 3339 3330 WR
144 144 WR2603 20250924 ... 3399 3399 WR
145 145 WR2604 20250924 ... 3389 3389 WR
146 146 WR2605 20250924 ... 3414 3414 WR
147 147 WR2606 20250924 ... 3372 3372 WR
148 148 WR2607 20250924 ... 3390 3390 WR
149 149 WR2608 20250924 ... 3371 3371 WR
150 150 WR2609 20250924 ... 3418 3450 WR
151 151 HC2510 20250924 ... 3401 3396 HC
152 152 HC2511 20250924 ... 3380 3377 HC
153 153 HC2512 20250924 ... 3368 3356 HC
154 154 HC2601 20250924 ... 3350 3349 HC
155 155 HC2602 20250924 ... 3346 3345 HC
156 156 HC2603 20250924 ... 3351 3350 HC
157 157 HC2604 20250924 ... 3349 3356 HC
158 158 HC2605 20250924 ... 3358 3358 HC
159 159 HC2606 20250924 ... 3362 3370 HC
160 160 HC2607 20250924 ... 3369 3376 HC
161 161 HC2608 20250924 ... 3371 3378 HC
162 162 HC2609 20250924 ... 3383 3378 HC
163 163 SS2510 20250924 ... 12790 12790 SS
164 164 SS2511 20250924 ... 12905 12905 SS
165 165 SS2512 20250924 ... 12945 12940 SS
166 166 SS2601 20250924 ... 13005 13005 SS
167 167 SS2602 20250924 ... 13040 13065 SS
168 168 SS2603 20250924 ... 13125 13125 SS
169 169 SS2604 20250924 ... 13180 13190 SS
170 170 SS2605 20250924 ... 13260 13255 SS
171 171 SS2606 20250924 ... 13305 13305 SS
172 172 SS2607 20250924 ... 13395 13340 SS
173 173 SS2608 20250924 ... 13420 13420 SS
174 174 SS2609 20250924 ... 13485 13485 SS
175 175 SC2510 20250924 ... 479.3 477.6 SC
176 176 SC2511 20250924 ... 482.3 475.3 SC
177 177 SC2512 20250924 ... 482.8 475.6 SC
178 178 SC2601 20250924 ... 482.7 475.6 SC
179 179 SC2602 20250924 ... 482.1 475.1 SC
180 180 SC2603 20250924 ... 481.8 474.4 SC
181 181 SC2604 20250924 ... 482.5 475.3 SC
182 182 SC2605 20250924 ... 480.8 475 SC
183 183 SC2606 20250924 ... 480 474.4 SC
184 184 SC2607 20250924 ... 480 472.8 SC
185 185 SC2608 20250924 ... 478.1 472.8 SC
186 186 SC2609 20250924 ... 477.8 471.8 SC
187 187 SC2612 20250924 ... 472 469.8 SC
188 188 SC2703 20250924 ... 473.1 472 SC
189 189 SC2706 20250924 ... 469.2 469.2 SC
190 190 SC2709 20250924 ... 470 470 SC
191 191 SC2712 20250924 ... 469.1 466.3 SC
192 192 SC2803 20250924 ... 468 468 SC
193 193 SC2806 20250924 ... 465.8 458.9 SC
194 194 SC2809 20250924 ... 464.2 461 SC
195 195 LU2510 20250924 ... 3366 3317 LU
196 196 LU2511 20250924 ... 3397 3345 LU
197 197 LU2512 20250924 ... 3385 3328 LU
198 198 LU2601 20250924 ... 3377 3318 LU
199 199 LU2602 20250924 ... 3362 3309 LU
200 200 LU2603 20250924 ... 3358 3301 LU
201 201 LU2604 20250924 ... 3356 3294 LU
202 202 LU2605 20250924 ... 3356 3304 LU
203 203 LU2606 20250924 ... 3347 3297 LU
204 204 LU2607 20250924 ... 3344 3278 LU
205 205 LU2608 20250924 ... 3334 3274 LU
206 206 LU2609 20250924 ... 3320 3268 LU
207 207 FU2510 20250924 ... 2879 2770 FU
208 208 FU2511 20250924 ... 2888 2797 FU
209 209 FU2512 20250924 ... 2867 2776 FU
210 210 FU2601 20250924 ... 2850 2758 FU
211 211 FU2602 20250924 ... 2837 2744 FU
212 212 FU2603 20250924 ... 2822 2736 FU
213 213 FU2604 20250924 ... 2808 2730 FU
214 214 FU2605 20250924 ... 2800 2718 FU
215 215 FU2606 20250924 ... 2782 2710 FU
216 216 FU2607 20250924 ... 2753 2690 FU
217 217 FU2608 20250924 ... 2728 2684 FU
218 218 FU2609 20250924 ... 2719 2674 FU
219 219 BU2510 20250924 ... 3413 3387 BU
220 220 BU2511 20250924 ... 3396 3377 BU
221 221 BU2512 20250924 ... 3346 3324 BU
222 222 BU2601 20250924 ... 3314 3291 BU
223 223 BU2602 20250924 ... 3318 3298 BU
224 224 BU2603 20250924 ... 3335 3306 BU
225 225 BU2604 20250924 ... 3312 3312 BU
226 226 BU2605 20250924 ... 3332 3308 BU
227 227 BU2606 20250924 ... 3333 3309 BU
228 228 BU2607 20250924 ... 3327 3310 BU
229 229 BU2608 20250924 ... 3323 3302 BU
230 230 BU2609 20250924 ... 3333 3304 BU
231 231 BU2612 20250924 ... 3300 3276 BU
232 232 BU2703 20250924 ... 3281 3281 BU
233 233 BU2706 20250924 ... 3312 3289 BU
234 234 BU2709 20250924 ... 3320 3297 BU
235 235 BR2510 20250924 ... 11595 11545 BR
236 236 BR2511 20250924 ... 11545 11480 BR
237 237 BR2512 20250924 ... 11535 11465 BR
238 238 BR2601 20250924 ... 11525 11460 BR
239 239 BR2602 20250924 ... 11545 11500 BR
240 240 BR2603 20250924 ... 11605 11570 BR
241 241 BR2604 20250924 ... 11640 11540 BR
242 242 BR2605 20250924 ... 11580 11510 BR
243 243 BR2606 20250924 ... 11620 11620 BR
244 244 BR2607 20250924 ... 11680 11680 BR
245 245 BR2608 20250924 ... 11745 11685 BR
246 246 BR2609 20250924 ... 11750 11675 BR
247 247 RU2510 20250924 ... 14740 14780 RU
248 248 RU2511 20250924 ... 14715 14695 RU
249 249 RU2601 20250924 ... 15605 15570 RU
250 250 RU2603 20250924 ... 15590 15510 RU
251 251 RU2604 20250924 ... 15570 15505 RU
252 252 RU2605 20250924 ... 15545 15525 RU
253 253 RU2606 20250924 ... 15585 15655 RU
254 254 RU2607 20250924 ... 15600 15575 RU
255 255 RU2608 20250924 ... 15685 15680 RU
256 256 RU2609 20250924 ... 15600 15575 RU
257 257 NR2510 20250924 ... 12415 12390 NR
258 258 NR2511 20250924 ... 12455 12435 NR
259 259 NR2512 20250924 ... 12465 12445 NR
260 260 NR2601 20250924 ... 12490 12475 NR
261 261 NR2602 20250924 ... 12490 12460 NR
262 262 NR2603 20250924 ... 12510 12505 NR
263 263 NR2604 20250924 ... 12530 12525 NR
264 264 NR2605 20250924 ... 12600 12505 NR
265 265 NR2606 20250924 ... 12495 12495 NR
266 266 NR2607 20250924 ... 12650 12650 NR
267 267 NR2608 20250924 ... 12685 12685 NR
268 268 NR2609 20250924 ... 12510 12510 NR
269 269 SP2510 20250924 ... 4984 4984 SP
270 270 SP2511 20250924 ... 5010 5006 SP
271 271 SP2512 20250924 ... 5026 5026 SP
272 272 SP2601 20250924 ... 5268 5274 SP
273 273 SP2602 20250924 ... 5258 5264 SP
274 274 SP2603 20250924 ... 5272 5282 SP
275 275 SP2604 20250924 ... 5282 5286 SP
276 276 SP2605 20250924 ... 5286 5300 SP
277 277 SP2606 20250924 ... 5282 5308 SP
278 278 SP2607 20250924 ... 5268 5310 SP
279 279 SP2608 20250924 ... 5292 5312 SP
280 280 SP2609 20250924 ... 5280 5308 SP
281 281 OP2601 20250924 ... 4230 4230 OP
282 282 OP2602 20250924 ... 4228 4228 OP
283 283 OP2603 20250924 ... 4246 4238 OP
284 284 OP2604 20250924 ... 4262 4262 OP
285 285 OP2605 20250924 ... 4266 4276 OP
286 286 OP2606 20250924 ... 4242 4242 OP
287 287 OP2607 20250924 ... 4238 4258 OP
288 288 OP2608 20250924 ... 4238 4238 OP
289 289 OP2609 20250924 ... 4338 4342 OP
290 290 EC2510 20250924 ... 1128 1085.4 EC
291 291 EC2512 20250924 ... 1678.9 1622.5 EC
292 292 EC2602 20250924 ... 1572.8 1536.9 EC
293 293 EC2604 20250924 ... 1257.3 1235.7 EC
294 294 EC2606 20250924 ... 1436.5 1422.5 EC
295 295 EC2608 20250924 ... 1591.5 1591.2 EC
296 297 SC_TAS2511 20250924 ... SC_TAS
297 298 SC_TAS2512 20250924 ... SC_TAS
298 299 SC_TAS2601 20250924 ... SC_TAS
[299 rows x 13 columns]
2025-09-24 18:26:19,472 - future_1d - INFO - ak.get_shfe_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 SC2510 20250924 479.3 ... 479.3 477.6 SC
1 SC2511 20250924 479.2 ... 482.3 475.3 SC
2 SC2512 20250924 479.3 ... 482.8 475.6 SC
3 SC2601 20250924 480.2 ... 482.7 475.6 SC
4 SC2602 20250924 479.4 ... 482.1 475.1 SC
5 SC2603 20250924 478.5 ... 481.8 474.4 SC
6 SC2604 20250924 478.5 ... 482.5 475.3 SC
7 SC2605 20250924 478.5 ... 480.8 475 SC
8 SC2606 20250924 478.5 ... 480 474.4 SC
9 SC2607 20250924 479 ... 480 472.8 SC
10 SC2608 20250924 478.2 ... 478.1 472.8 SC
11 SC2609 20250924 477 ... 477.8 471.8 SC
12 SC2612 20250924 ... 472 469.8 SC
13 SC2703 20250924 ... 473.1 472 SC
14 SC2706 20250924 ... 469.2 469.2 SC
15 SC2709 20250924 ... 470 470 SC
16 SC2712 20250924 469.1 ... 469.1 466.3 SC
17 SC2803 20250924 ... 468 468 SC
18 SC2806 20250924 465.3 ... 465.8 458.9 SC
19 SC2809 20250924 464.2 ... 464.2 461 SC
21 LU2510 20250924 3341 ... 3366 3317 LU
22 LU2511 20250924 3386 ... 3397 3345 LU
23 LU2512 20250924 3364 ... 3385 3328 LU
24 LU2601 20250924 3354 ... 3377 3318 LU
25 LU2602 20250924 3348 ... 3362 3309 LU
26 LU2603 20250924 3346 ... 3358 3301 LU
27 LU2604 20250924 3356 ... 3356 3294 LU
28 LU2605 20250924 3330 ... 3356 3304 LU
29 LU2606 20250924 3346 ... 3347 3297 LU
30 LU2607 20250924 3338 ... 3344 3278 LU
31 LU2608 20250924 3325 ... 3334 3274 LU
32 LU2609 20250924 3288 ... 3320 3268 LU
34 NR2510 20250924 12400 ... 12415 12390 NR
35 NR2511 20250924 12385 ... 12455 12435 NR
36 NR2512 20250924 12415 ... 12465 12445 NR
37 NR2601 20250924 12455 ... 12490 12475 NR
38 NR2602 20250924 12460 ... 12490 12460 NR
39 NR2603 20250924 12460 ... 12510 12505 NR
40 NR2604 20250924 12520 ... 12530 12525 NR
41 NR2605 20250924 12590 ... 12600 12505 NR
42 NR2606 20250924 ... 12495 12495 NR
43 NR2607 20250924 ... 12650 12650 NR
44 NR2608 20250924 ... 12685 12685 NR
45 NR2609 20250924 ... 12510 12510 NR
47 BC2510 20250924 71050 ... 70910 70920 BC
48 BC2511 20250924 71050 ... 71060 70990 BC
49 BC2512 20250924 ... 71110 71110 BC
50 BC2601 20250924 ... 71300 71300 BC
51 BC2602 20250924 ... 71100 71100 BC
52 BC2603 20250924 ... 71210 71210 BC
53 BC2604 20250924 ... 71300 71300 BC
54 BC2605 20250924 ... 71300 71300 BC
55 BC2606 20250924 ... 71400 71400 BC
56 BC2607 20250924 ... 71400 71400 BC
57 BC2608 20250924 ... 71400 71400 BC
58 BC2609 20250924 ... 71550 71550 BC
60 EC2510 20250924 1101.6 ... 1128 1085.4 EC
61 EC2512 20250924 1628.8 ... 1678.9 1622.5 EC
62 EC2602 20250924 1548.1 ... 1572.8 1536.9 EC
63 EC2604 20250924 1238.6 ... 1257.3 1235.7 EC
64 EC2606 20250924 1426 ... 1436.5 1422.5 EC
65 EC2608 20250924 1588 ... 1591.5 1591.2 EC
68 SC_TAS2511 20250924 ... SC_TAS
69 SC_TAS2512 20250924 ... SC_TAS
70 SC_TAS2601 20250924 ... SC_TAS
[65 rows x 12 columns]
2025-09-24 18:26:19,530 - future_1d - INFO - ak.get_ine_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 a2511 20250924 3883.00 ... 3890.00 3876.00 A
1 a2601 20250924 3871.00 ... 3879.00 3870.00 A
2 a2603 20250924 3875.00 ... 3886.00 3872.00 A
3 a2605 20250924 3925.00 ... 3929.00 3911.00 A
4 a2607 20250924 3924.00 ... 3931.00 3917.00 A
5 a2609 20250924 3925.00 ... 3942.00 3927.00 A
6 b2510 20250924 3578.00 ... 3575.00 3576.00 B
7 b2511 20250924 3579.00 ... 3582.00 3607.00 B
8 b2512 20250924 3610.00 ... 3611.00 3645.00 B
9 b2601 20250924 3602.00 ... 3605.00 3639.00 B
10 b2602 20250924 3596.00 ... 3608.00 3635.00 B
11 b2603 20250924 3565.00 ... 3580.00 3586.00 B
12 b2604 20250924 3483.00 ... 3495.00 3494.00 B
13 b2605 20250924 3421.00 ... 3425.00 3426.00 B
14 b2606 20250924 3394.00 ... 3405.00 3401.00 B
15 b2607 20250924 3405.00 ... 3413.00 3406.00 B
16 b2608 20250924 3502.00 ... 3508.00 3510.00 B
17 b2609 20250924 3510.00 ... 3516.00 3510.00 B
18 bb2511 20250924 141.85 ... 142.00 142.05 BB
19 bb2601 20250924 146.80 ... 146.80 146.65 BB
20 bb2603 20250924 147.05 ... 147.00 147.00 BB
21 bb2605 20250924 0.00 ... 141.60 141.60 BB
22 bb2607 20250924 0.00 ... 146.35 146.35 BB
23 bb2609 20250924 0.00 ... 146.35 146.35 BB
24 bz2603 20250924 5882.00 ... 5910.00 5865.00 BZ
25 bz2604 20250924 5891.00 ... 5902.00 5841.00 BZ
26 bz2605 20250924 5916.00 ... 5916.00 5859.00 BZ
27 bz2606 20250924 0.00 ... 5936.00 5936.00 BZ
28 bz2607 20250924 5880.00 ... 5880.00 5859.00 BZ
29 bz2608 20250924 0.00 ... 5884.00 5884.00 BZ
30 c2511 20250924 2163.00 ... 2158.00 2151.00 C
31 c2601 20250924 2137.00 ... 2134.00 2134.00 C
32 c2603 20250924 2147.00 ... 2146.00 2146.00 C
33 c2605 20250924 2204.00 ... 2201.00 2207.00 C
34 c2607 20250924 2220.00 ... 2214.00 2220.00 C
35 c2609 20250924 2234.00 ... 2231.00 2235.00 C
36 cs2511 20250924 2448.00 ... 2458.00 2436.00 CS
37 cs2601 20250924 2457.00 ... 2459.00 2452.00 CS
38 cs2603 20250924 2459.00 ... 2461.00 2458.00 CS
39 cs2605 20250924 2541.00 ... 2540.00 2541.00 CS
40 cs2607 20250924 2543.00 ... 2549.00 2549.00 CS
41 cs2609 20250924 2576.00 ... 2588.00 2576.00 CS
42 eb2509 20250924 0.00 ... 6789.00 6789.00 EB
43 eb2510 20250924 6851.00 ... 6884.00 6839.00 EB
44 eb2511 20250924 6900.00 ... 6923.00 6865.00 EB
45 eb2512 20250924 6921.00 ... 6940.00 6883.00 EB
46 eb2601 20250924 6950.00 ... 6978.00 6927.00 EB
47 eb2602 20250924 6994.00 ... 7013.00 6966.00 EB
48 eb2603 20250924 7020.00 ... 7051.00 7002.00 EB
49 eb2604 20250924 7091.00 ... 7085.00 7048.00 EB
50 eb2605 20250924 7105.00 ... 7107.00 7065.00 EB
51 eb2606 20250924 7116.00 ... 7117.00 7086.00 EB
52 eb2607 20250924 0.00 ... 7071.00 7071.00 EB
53 eb2608 20250924 7178.00 ... 7178.00 7099.00 EB
54 eg2509 20250924 0.00 ... 4139.00 4139.00 EG
55 eg2510 20250924 4264.00 ... 4259.00 4246.00 EG
56 eg2511 20250924 4225.00 ... 4219.00 4201.00 EG
57 eg2512 20250924 4203.00 ... 4228.00 4193.00 EG
58 eg2601 20250924 4220.00 ... 4227.00 4214.00 EG
59 eg2602 20250924 4240.00 ... 4240.00 4226.00 EG
60 eg2603 20250924 4244.00 ... 4247.00 4234.00 EG
61 eg2604 20250924 4270.00 ... 4279.00 4261.00 EG
62 eg2605 20250924 4279.00 ... 4286.00 4271.00 EG
63 eg2606 20250924 4290.00 ... 4290.00 4292.00 EG
64 eg2607 20250924 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250924 0.00 ... 4346.00 4346.00 EG
66 fb2510 20250924 1261.00 ... 1259.50 1260.00 FB
67 fb2511 20250924 1256.00 ... 1254.50 1254.50 FB
68 fb2512 20250924 1254.50 ... 1254.00 1252.50 FB
69 fb2601 20250924 1253.50 ... 1254.50 1253.50 FB
70 fb2602 20250924 1256.00 ... 1255.50 1254.50 FB
71 fb2603 20250924 1247.00 ... 1246.00 1247.00 FB
72 fb2604 20250924 0.00 ... 1252.00 1252.00 FB
73 fb2605 20250924 0.00 ... 1292.50 1292.50 FB
74 fb2606 20250924 0.00 ... 1292.00 1294.50 FB
75 fb2607 20250924 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250924 0.00 ... 1308.00 1308.00 FB
77 fb2609 20250924 0.00 ... 1296.00 1296.00 FB
78 i2510 20250924 815.50 ... 820.00 821.00 I
79 i2511 20250924 816.50 ... 816.00 816.00 I
80 i2512 20250924 812.00 ... 811.00 810.50 I
81 i2601 20250924 804.00 ... 803.50 803.50 I
82 i2602 20250924 799.00 ... 799.00 800.00 I
83 i2603 20250924 793.50 ... 793.00 793.00 I
84 i2604 20250924 788.00 ... 789.50 789.50 I
85 i2605 20250924 780.50 ... 781.50 781.00 I
86 i2606 20250924 775.00 ... 777.00 776.00 I
87 i2607 20250924 770.00 ... 771.50 771.50 I
88 i2608 20250924 765.50 ... 767.00 767.00 I
89 i2609 20250924 759.50 ... 762.00 767.50 I
90 j2510 20250924 1631.50 ... 1628.00 1604.00 J
91 j2511 20250924 1645.00 ... 1655.00 1632.50 J
92 j2512 20250924 1687.50 ... 1690.50 1664.00 J
93 j2601 20250924 1720.00 ... 1725.50 1710.50 J
94 j2602 20250924 0.00 ... 1747.50 1747.50 J
95 j2603 20250924 0.00 ... 1783.00 1783.00 J
96 j2604 20250924 1842.00 ... 1841.50 1814.00 J
97 j2605 20250924 1868.50 ... 1869.50 1847.00 J
98 j2606 20250924 0.00 ... 1869.50 1869.50 J
99 j2607 20250924 1898.50 ... 1898.50 1878.00 J
100 j2608 20250924 1922.00 ... 1919.50 1905.00 J
101 j2609 20250924 1936.00 ... 1943.00 1933.50 J
102 jd2509 20250924 3250.00 ... 3250.00 3120.00 JD
103 jd2510 20250924 2949.00 ... 2958.00 2962.00 JD
104 jd2511 20250924 3065.00 ... 3057.00 3070.00 JD
105 jd2512 20250924 3190.00 ... 3182.00 3192.00 JD
106 jd2601 20250924 3362.00 ... 3354.00 3366.00 JD
107 jd2602 20250924 3121.00 ... 3122.00 3125.00 JD
108 jd2603 20250924 3140.00 ... 3144.00 3140.00 JD
109 jd2604 20250924 3274.00 ... 3268.00 3288.00 JD
110 jd2605 20250924 3397.00 ... 3391.00 3406.00 JD
111 jd2606 20250924 3222.00 ... 3228.00 3232.00 JD
112 jd2607 20250924 3467.00 ... 3472.00 3471.00 JD
113 jd2608 20250924 3918.00 ... 3918.00 3918.00 JD
114 jm2510 20250924 1030.00 ... 1025.50 1019.00 JM
115 jm2511 20250924 1082.00 ... 1078.50 1069.50 JM
116 jm2512 20250924 1156.00 ... 1149.50 1140.50 JM
117 jm2601 20250924 1221.00 ... 1222.50 1209.50 JM
118 jm2602 20250924 1245.00 ... 1247.50 1232.50 JM
119 jm2603 20250924 1271.00 ... 1268.00 1254.50 JM
120 jm2604 20250924 1293.50 ... 1289.00 1276.00 JM
121 jm2605 20250924 1319.00 ... 1316.00 1301.00 JM
122 jm2606 20250924 1340.00 ... 1332.00 1314.50 JM
123 jm2607 20250924 1343.00 ... 1346.00 1329.50 JM
124 jm2608 20250924 1369.00 ... 1364.50 1345.50 JM
125 jm2609 20250924 1387.50 ... 1386.00 1370.50 JM
126 l2510 20250924 7062.00 ... 7075.00 7043.00 L
127 l2511 20250924 7073.00 ... 7109.00 7073.00 L
128 l2512 20250924 7106.00 ... 7131.00 7093.00 L
129 l2601 20250924 7117.00 ... 7138.00 7108.00 L
130 l2602 20250924 7117.00 ... 7144.00 7109.00 L
131 l2603 20250924 7130.00 ... 7146.00 7126.00 L
132 l2604 20250924 7169.00 ... 7193.00 7157.00 L
133 l2605 20250924 7160.00 ... 7179.00 7154.00 L
134 l2606 20250924 7180.00 ... 7187.00 7155.00 L
135 l2607 20250924 7191.00 ... 7208.00 7175.00 L
136 l2608 20250924 7230.00 ... 7230.00 7209.00 L
137 l2609 20250924 7213.00 ... 7228.00 7204.00 L
138 lg2509 20250924 770.00 ... 766.00 780.00 LG
139 lg2511 20250924 807.00 ... 804.50 807.00 LG
140 lg2601 20250924 820.00 ... 820.00 820.00 LG
141 lg2603 20250924 825.50 ... 826.00 825.00 LG
142 lg2605 20250924 829.00 ... 827.50 827.00 LG
143 lg2607 20250924 828.00 ... 828.00 829.50 LG
144 lh2509 20250924 0.00 ... 12600.00 12600.00 LH
145 lh2511 20250924 12665.00 ... 12700.00 12730.00 LH
146 lh2601 20250924 13225.00 ... 13295.00 13280.00 LH
147 lh2603 20250924 12650.00 ... 12700.00 12685.00 LH
148 lh2605 20250924 13100.00 ... 13140.00 13130.00 LH
149 lh2607 20250924 13730.00 ... 13810.00 13780.00 LH
150 m2511 20250924 2894.00 ... 2895.00 2922.00 M
151 m2512 20250924 2938.00 ... 2937.00 2968.00 M
152 m2601 20250924 2926.00 ... 2922.00 2954.00 M
153 m2603 20250924 2893.00 ... 2897.00 2906.00 M
154 m2605 20250924 2729.00 ... 2743.00 2739.00 M
155 m2607 20250924 2724.00 ... 2737.00 2736.00 M
156 m2608 20250924 2836.00 ... 2848.00 2843.00 M
157 m2609 20250924 2842.00 ... 2851.00 2847.00 M
158 p2510 20250924 8942.00 ... 8904.00 8948.00 P
159 p2511 20250924 9050.00 ... 9044.00 9052.00 P
160 p2512 20250924 9058.00 ... 9052.00 9072.00 P
161 p2601 20250924 9088.00 ... 9078.00 9086.00 P
162 p2602 20250924 9020.00 ... 9062.00 9078.00 P
163 p2603 20250924 9008.00 ... 9018.00 9008.00 P
164 p2604 20250924 8976.00 ... 8982.00 8938.00 P
165 p2605 20250924 8870.00 ... 8902.00 8866.00 P
166 p2606 20250924 8774.00 ... 8798.00 8762.00 P
167 p2607 20250924 8702.00 ... 8718.00 8648.00 P
168 p2608 20250924 8614.00 ... 8618.00 8574.00 P
169 p2609 20250924 8500.00 ... 8546.00 8520.00 P
170 pg2509 20250924 0.00 ... 3810.00 3810.00 PG
171 pg2510 20250924 4321.00 ... 4332.00 4318.00 PG
172 pg2511 20250924 4256.00 ... 4254.00 4247.00 PG
173 pg2512 20250924 4189.00 ... 4193.00 4185.00 PG
174 pg2601 20250924 4130.00 ... 4132.00 4123.00 PG
175 pg2602 20250924 4059.00 ... 4065.00 4055.00 PG
176 pg2603 20250924 3989.00 ... 3989.00 3977.00 PG
177 pg2604 20250924 4361.00 ... 4363.00 4332.00 PG
178 pg2605 20250924 4257.00 ... 4265.00 4246.00 PG
179 pg2606 20250924 4222.00 ... 4220.00 4197.00 PG
180 pg2607 20250924 4155.00 ... 4153.00 4134.00 PG
181 pg2608 20250924 4098.00 ... 4096.00 4080.00 PG
182 pp2510 20250924 6750.00 ... 6763.00 6750.00 PP
183 pp2511 20250924 6782.00 ... 6806.00 6782.00 PP
184 pp2512 20250924 6818.00 ... 6843.00 6818.00 PP
185 pp2601 20250924 6860.00 ... 6870.00 6850.00 PP
186 pp2602 20250924 6834.00 ... 6858.00 6836.00 PP
187 pp2603 20250924 6841.00 ... 6859.00 6840.00 PP
188 pp2604 20250924 6879.00 ... 6904.00 6876.00 PP
189 pp2605 20250924 6905.00 ... 6916.00 6900.00 PP
190 pp2606 20250924 6879.00 ... 6895.00 6852.00 PP
191 pp2607 20250924 6854.00 ... 6871.00 6842.00 PP
192 pp2608 20250924 6853.00 ... 6881.00 6859.00 PP
193 pp2609 20250924 6887.00 ... 6903.00 6892.00 PP
194 rr2510 20250924 3621.00 ... 3622.00 3619.00 RR
195 rr2511 20250924 3615.00 ... 3614.00 3615.00 RR
196 rr2512 20250924 3619.00 ... 3615.00 3615.00 RR
197 rr2601 20250924 3616.00 ... 3621.00 3620.00 RR
198 rr2602 20250924 3602.00 ... 3602.00 3606.00 RR
199 rr2603 20250924 0.00 ... 3612.00 3612.00 RR
200 rr2604 20250924 0.00 ... 3616.00 3616.00 RR
201 rr2605 20250924 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250924 0.00 ... 3600.00 3600.00 RR
203 rr2607 20250924 0.00 ... 3609.00 3609.00 RR
204 rr2608 20250924 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250924 0.00 ... 3614.00 3614.00 RR
206 v2510 20250924 4786.00 ... 4787.00 4784.00 V
207 v2511 20250924 4819.00 ... 4823.00 4819.00 V
208 v2512 20250924 4847.00 ... 4871.00 4859.00 V
209 v2601 20250924 4899.00 ... 4906.00 4903.00 V
210 v2602 20250924 4931.00 ... 4960.00 4939.00 V
211 v2603 20250924 4957.00 ... 4994.00 4976.00 V
212 v2604 20250924 5161.00 ... 5162.00 5179.00 V
213 v2605 20250924 5198.00 ... 5208.00 5203.00 V
214 v2606 20250924 5217.00 ... 5232.00 5248.00 V
215 v2607 20250924 5247.00 ... 5262.00 5269.00 V
216 v2608 20250924 5285.00 ... 5293.00 5308.00 V
217 v2609 20250924 5309.00 ... 5328.00 5331.00 V
218 y2511 20250924 8110.00 ... 8100.00 8128.00 Y
219 y2512 20250924 8154.00 ... 8154.00 8178.00 Y
220 y2601 20250924 8100.00 ... 8096.00 8136.00 Y
221 y2603 20250924 8058.00 ... 8050.00 8096.00 Y
222 y2605 20250924 7862.00 ... 7852.00 7860.00 Y
223 y2607 20250924 7816.00 ... 7816.00 7868.00 Y
224 y2608 20250924 7818.00 ... 7816.00 7852.00 Y
225 y2609 20250924 7790.00 ... 7782.00 7804.00 Y
[226 rows x 12 columns]
2025-09-24 18:26:20,003 - future_1d - INFO - ak.get_dce_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 AP510 20250924 8472.0 ... 8525.0 8472.0 AP
1 AP511 20250924 8289.0 ... 8356.0 8263.0 AP
2 AP512 20250924 8252.0 ... 8296.0 8228.0 AP
3 AP601 20250924 8316.0 ... 8344.0 8285.0 AP
4 AP603 20250924 8202.0 ... 8223.0 8179.0 AP
5 AP604 20250924 8188.0 ... 8213.0 8154.0 AP
6 AP605 20250924 8208.0 ... 8248.0 8203.0 AP
7 CF511 20250924 13570.0 ... 13625.0 13490.0 CF
8 CF601 20250924 13560.0 ... 13560.0 13545.0 CF
9 CF603 20250924 13555.0 ... 13535.0 13520.0 CF
10 CF605 20250924 13590.0 ... 13560.0 13560.0 CF
11 CF607 20250924 13600.0 ... 13590.0 13570.0 CF
12 CF609 20250924 13755.0 ... 13735.0 13735.0 CF
13 CJ512 20250924 10800.0 ... 10760.0 10735.0 CJ
14 CJ601 20250924 10840.0 ... 10795.0 10760.0 CJ
15 CJ603 20250924 10820.0 ... 10785.0 10745.0 CJ
16 CJ605 20250924 10870.0 ... 10830.0 10760.0 CJ
17 CJ607 20250924 10960.0 ... 10935.0 10860.0 CJ
18 CJ609 20250924 11050.0 ... 11025.0 10970.0 CJ
19 CY510 20250924 0.0 ... 19600.0 19600.0 CY
20 CY511 20250924 19705.0 ... 19775.0 19640.0 CY
21 CY512 20250924 0.0 ... 19495.0 19495.0 CY
22 CY601 20250924 19680.0 ... 19690.0 19635.0 CY
23 CY602 20250924 0.0 ... 19745.0 19745.0 CY
24 CY603 20250924 0.0 ... 19830.0 19735.0 CY
25 CY604 20250924 0.0 ... 19730.0 19730.0 CY
26 CY605 20250924 0.0 ... 19795.0 19780.0 CY
27 CY606 20250924 0.0 ... 19735.0 19735.0 CY
28 CY607 20250924 0.0 ... 20005.0 20005.0 CY
29 CY608 20250924 19940.0 ... 19940.0 19810.0 CY
30 CY609 20250924 0.0 ... 20035.0 20035.0 CY
31 FG510 20250924 1076.0 ... 1109.0 1073.0 FG
32 FG511 20250924 1070.0 ... 1106.0 1067.0 FG
33 FG512 20250924 1189.0 ... 1228.0 1184.0 FG
34 FG601 20250924 1188.0 ... 1232.0 1181.0 FG
35 FG602 20250924 1247.0 ... 1274.0 1240.0 FG
36 FG603 20250924 1254.0 ... 1289.0 1245.0 FG
37 FG604 20250924 1311.0 ... 1354.0 1308.0 FG
38 FG605 20250924 1316.0 ... 1354.0 1310.0 FG
39 FG606 20250924 1350.0 ... 1382.0 1340.0 FG
40 FG607 20250924 1340.0 ... 1375.0 1339.0 FG
41 FG608 20250924 1385.0 ... 1417.0 1384.0 FG
42 FG609 20250924 1390.0 ... 1414.0 1388.0 FG
43 JR511 20250924 0.0 ... 2662.0 2662.0 JR
44 JR601 20250924 0.0 ... 2662.0 2662.0 JR
45 JR603 20250924 0.0 ... 2662.0 2662.0 JR
46 JR605 20250924 0.0 ... 2662.0 2662.0 JR
47 JR607 20250924 0.0 ... 2662.0 2662.0 JR
48 JR609 20250924 0.0 ... 2662.0 2662.0 JR
49 LR511 20250924 0.0 ... 2360.0 2360.0 LR
50 LR601 20250924 0.0 ... 2360.0 2360.0 LR
51 MA510 20250924 2254.0 ... 2263.0 2249.0 MA
52 MA511 20250924 2291.0 ... 2294.0 2278.0 MA
53 MA512 20250924 2321.0 ... 2332.0 2320.0 MA
54 MA601 20250924 2346.0 ... 2355.0 2340.0 MA
55 MA602 20250924 2371.0 ... 2380.0 2363.0 MA
56 MA603 20250924 2391.0 ... 2396.0 2384.0 MA
57 MA604 20250924 2392.0 ... 2396.0 2379.0 MA
58 MA605 20250924 2375.0 ... 2382.0 2371.0 MA
59 MA606 20250924 2384.0 ... 2389.0 2380.0 MA
60 MA607 20250924 2357.0 ... 2364.0 2356.0 MA
61 MA608 20250924 0.0 ... 2362.0 2354.0 MA
62 MA609 20250924 2333.0 ... 2341.0 2333.0 MA
63 OI511 20250924 10214.0 ... 10110.0 10202.0 OI
64 OI601 20250924 10009.0 ... 9923.0 10026.0 OI
65 OI603 20250924 9757.0 ... 9681.0 9745.0 OI
66 OI605 20250924 9491.0 ... 9437.0 9498.0 OI
67 OI607 20250924 9434.0 ... 9387.0 9448.0 OI
68 OI609 20250924 9400.0 ... 9343.0 9418.0 OI
69 PF510 20250924 6254.0 ... 6274.0 6242.0 PF
70 PF511 20250924 6262.0 ... 6272.0 6234.0 PF
71 PF512 20250924 6216.0 ... 6238.0 6202.0 PF
72 PF601 20250924 6266.0 ... 6284.0 6246.0 PF
73 PF602 20250924 6274.0 ... 6288.0 6258.0 PF
74 PF603 20250924 6274.0 ... 6304.0 6258.0 PF
75 PF604 20250924 6328.0 ... 6342.0 6308.0 PF
76 PF605 20250924 6348.0 ... 6378.0 6332.0 PF
77 PF606 20250924 6372.0 ... 6380.0 6364.0 PF
78 PF607 20250924 6382.0 ... 6394.0 6378.0 PF
79 PF608 20250924 6402.0 ... 6402.0 6392.0 PF
80 PF609 20250924 6442.0 ... 6442.0 6408.0 PF
81 PK510 20250924 7790.0 ... 7796.0 7794.0 PK
82 PK511 20250924 7760.0 ... 7762.0 7772.0 PK
83 PK512 20250924 7786.0 ... 7770.0 7788.0 PK
84 PK601 20250924 7812.0 ... 7790.0 7796.0 PK
85 PK603 20250924 7828.0 ... 7830.0 7818.0 PK
86 PK604 20250924 7836.0 ... 7836.0 7830.0 PK
87 PK605 20250924 7842.0 ... 7836.0 7834.0 PK
88 PL601 20250924 6337.0 ... 6344.0 6332.0 PL
89 PL602 20250924 6377.0 ... 6385.0 6369.0 PL
90 PL603 20250924 0.0 ... 6402.0 6402.0 PL
91 PL604 20250924 0.0 ... 6407.0 6407.0 PL
92 PL605 20250924 0.0 ... 6330.0 6327.0 PL
93 PL606 20250924 0.0 ... 6402.0 6384.0 PL
94 PL607 20250924 0.0 ... 6410.0 6410.0 PL
95 PL608 20250924 0.0 ... 6499.0 6499.0 PL
96 PL609 20250924 0.0 ... 6490.0 6490.0 PL
97 PM511 20250924 0.0 ... 3122.0 3122.0 PM
98 PM601 20250924 0.0 ... 3122.0 3122.0 PM
99 PM603 20250924 0.0 ... 3122.0 3122.0 PM
100 PM605 20250924 0.0 ... 3122.0 3122.0 PM
101 PM607 20250924 0.0 ... 3122.0 3122.0 PM
102 PM609 20250924 0.0 ... 3122.0 3122.0 PM
103 PR510 20250924 5752.0 ... 5798.0 5752.0 PR
104 PR511 20250924 5734.0 ... 5756.0 5708.0 PR
105 PR512 20250924 5742.0 ... 5764.0 5712.0 PR
106 PR601 20250924 5732.0 ... 5746.0 5712.0 PR
107 PR602 20250924 5764.0 ... 5790.0 5756.0 PR
108 PR603 20250924 5774.0 ... 5808.0 5770.0 PR
109 PR604 20250924 5798.0 ... 5826.0 5782.0 PR
110 PR605 20250924 5808.0 ... 5830.0 5792.0 PR
111 PR606 20250924 5860.0 ... 5860.0 5860.0 PR
112 PR607 20250924 5876.0 ... 5876.0 5848.0 PR
113 PR608 20250924 0.0 ... 5892.0 5870.0 PR
114 PR609 20250924 0.0 ... 5882.0 5870.0 PR
115 PX510 20250924 6624.0 ... 6604.0 6564.0 PX
116 PX511 20250924 6562.0 ... 6568.0 6534.0 PX
117 PX512 20250924 6544.0 ... 6576.0 6526.0 PX
118 PX601 20250924 6554.0 ... 6570.0 6518.0 PX
119 PX602 20250924 6560.0 ... 6582.0 6524.0 PX
120 PX603 20250924 6534.0 ... 6570.0 6512.0 PX
121 PX604 20250924 6616.0 ... 6616.0 6540.0 PX
122 PX605 20250924 6570.0 ... 6596.0 6528.0 PX
123 PX606 20250924 0.0 ... 6622.0 6558.0 PX
124 PX607 20250924 6608.0 ... 6608.0 6566.0 PX
125 PX608 20250924 6624.0 ... 6620.0 6548.0 PX
126 PX609 20250924 6628.0 ... 6626.0 6580.0 PX
127 RI511 20250924 0.0 ... 2479.0 2479.0 RI
128 RI601 20250924 0.0 ... 2479.0 2479.0 RI
129 RI603 20250924 0.0 ... 2479.0 2479.0 RI
130 RI605 20250924 0.0 ... 2479.0 2479.0 RI
131 RI607 20250924 0.0 ... 2479.0 2479.0 RI
132 RI609 20250924 0.0 ... 2479.0 2479.0 RI
133 RM511 20250924 2492.0 ... 2459.0 2493.0 RM
134 RM601 20250924 2445.0 ... 2406.0 2468.0 RM
135 RM603 20250924 2357.0 ... 2334.0 2368.0 RM
136 RM605 20250924 2329.0 ... 2321.0 2338.0 RM
137 RM607 20250924 2322.0 ... 2311.0 2328.0 RM
138 RM608 20250924 2421.0 ... 2409.0 2427.0 RM
139 RM609 20250924 2411.0 ... 2396.0 2426.0 RM
140 RS511 20250924 5232.0 ... 5278.0 5297.0 RS
141 RS607 20250924 5525.0 ... 5552.0 5545.0 RS
142 RS608 20250924 5529.0 ... 5543.0 5543.0 RS
143 RS609 20250924 5519.0 ... 5549.0 5553.0 RS
144 SA510 20250924 1202.0 ... 1213.0 1200.0 SA
145 SA511 20250924 1214.0 ... 1218.0 1209.0 SA
146 SA512 20250924 1268.0 ... 1282.0 1267.0 SA
147 SA601 20250924 1278.0 ... 1300.0 1278.0 SA
148 SA602 20250924 1309.0 ... 1318.0 1308.0 SA
149 SA603 20250924 1315.0 ... 1340.0 1317.0 SA
150 SA604 20250924 1355.0 ... 1382.0 1359.0 SA
151 SA605 20250924 1363.0 ... 1389.0 1364.0 SA
152 SA606 20250924 1375.0 ... 1401.0 1378.0 SA
153 SA607 20250924 1376.0 ... 1407.0 1380.0 SA
154 SA608 20250924 1416.0 ... 1437.0 1417.0 SA
155 SA609 20250924 1422.0 ... 1440.0 1423.0 SA
156 SF510 20250924 5510.0 ... 5536.0 5508.0 SF
157 SF511 20250924 5722.0 ... 5732.0 5692.0 SF
158 SF512 20250924 5708.0 ... 5708.0 5676.0 SF
159 SF601 20250924 5692.0 ... 5700.0 5664.0 SF
160 SF602 20250924 5640.0 ... 5662.0 5628.0 SF
161 SF603 20250924 5846.0 ... 5858.0 5784.0 SF
162 SF604 20250924 0.0 ... 5832.0 5832.0 SF
163 SF605 20250924 5776.0 ... 5810.0 5776.0 SF
164 SF606 20250924 5748.0 ... 5786.0 5738.0 SF
165 SF607 20250924 5940.0 ... 5936.0 5876.0 SF
166 SF608 20250924 0.0 ... 5896.0 5846.0 SF
167 SF609 20250924 5884.0 ... 5904.0 5854.0 SF
168 SH510 20250924 2458.0 ... 2471.0 2474.0 SH
169 SH511 20250924 2484.0 ... 2486.0 2493.0 SH
170 SH512 20250924 2536.0 ... 2533.0 2551.0 SH
171 SH601 20250924 2538.0 ... 2533.0 2555.0 SH
172 SH602 20250924 2562.0 ... 2558.0 2573.0 SH
173 SH603 20250924 2577.0 ... 2574.0 2589.0 SH
174 SH604 20250924 2618.0 ... 2620.0 2629.0 SH
175 SH605 20250924 2627.0 ... 2626.0 2648.0 SH
176 SH606 20250924 2640.0 ... 2637.0 2661.0 SH
177 SH607 20250924 2629.0 ... 2631.0 2647.0 SH
178 SH608 20250924 2641.0 ... 2652.0 2655.0 SH
179 SH609 20250924 2662.0 ... 2665.0 2674.0 SH
180 SM510 20250924 5796.0 ... 5814.0 5790.0 SM
181 SM511 20250924 5868.0 ... 5898.0 5862.0 SM
182 SM512 20250924 5880.0 ... 5898.0 5866.0 SM
183 SM601 20250924 5890.0 ... 5910.0 5890.0 SM
184 SM602 20250924 5904.0 ... 5928.0 5892.0 SM
185 SM603 20250924 5904.0 ... 5948.0 5922.0 SM
186 SM604 20250924 5914.0 ... 5954.0 5938.0 SM
187 SM605 20250924 5930.0 ... 5946.0 5930.0 SM
188 SM606 20250924 5966.0 ... 5966.0 5918.0 SM
189 SM607 20250924 5976.0 ... 5978.0 5940.0 SM
190 SM608 20250924 5960.0 ... 5960.0 5928.0 SM
191 SM609 20250924 5950.0 ... 5976.0 5974.0 SM
192 SR511 20250924 5506.0 ... 5538.0 5496.0 SR
193 SR601 20250924 5444.0 ... 5483.0 5440.0 SR
194 SR603 20250924 5437.0 ... 5457.0 5424.0 SR
195 SR605 20250924 5410.0 ... 5446.0 5414.0 SR
196 SR607 20250924 5422.0 ... 5452.0 5427.0 SR
197 SR609 20250924 5450.0 ... 5466.0 5439.0 SR
198 TA510 20250924 4534.0 ... 4558.0 4512.0 TA
199 TA511 20250924 4550.0 ... 4576.0 4528.0 TA
200 TA512 20250924 4566.0 ... 4588.0 4540.0 TA
201 TA601 20250924 4580.0 ... 4598.0 4550.0 TA
202 TA602 20250924 4576.0 ... 4610.0 4560.0 TA
203 TA603 20250924 4594.0 ... 4620.0 4572.0 TA
204 TA604 20250924 4664.0 ... 4660.0 4584.0 TA
205 TA605 20250924 4622.0 ... 4640.0 4592.0 TA
206 TA606 20250924 4618.0 ... 4626.0 4596.0 TA
207 TA607 20250924 4632.0 ... 4662.0 4610.0 TA
208 TA608 20250924 0.0 ... 4690.0 4626.0 TA
209 TA609 20250924 4658.0 ... 4694.0 4634.0 TA
210 UR510 20250924 1559.0 ... 1563.0 1559.0 UR
211 UR511 20250924 1633.0 ... 1649.0 1634.0 UR
212 UR512 20250924 1649.0 ... 1663.0 1648.0 UR
213 UR601 20250924 1662.0 ... 1672.0 1658.0 UR
214 UR602 20250924 1668.0 ... 1681.0 1666.0 UR
215 UR603 20250924 1719.0 ... 1724.0 1710.0 UR
216 UR604 20250924 1725.0 ... 1726.0 1713.0 UR
217 UR605 20250924 1717.0 ... 1723.0 1713.0 UR
218 UR606 20250924 1719.0 ... 1725.0 1714.0 UR
219 UR607 20250924 1748.0 ... 1757.0 1746.0 UR
220 UR608 20250924 1749.0 ... 1751.0 1742.0 UR
221 UR609 20250924 1741.0 ... 1741.0 1735.0 UR
222 WH511 20250924 0.0 ... 3198.0 3198.0 WH
223 WH601 20250924 0.0 ... 3198.0 3198.0 WH
224 WH603 20250924 0.0 ... 3198.0 3198.0 WH
225 WH605 20250924 0.0 ... 3198.0 3198.0 WH
226 WH607 20250924 0.0 ... 3198.0 3198.0 WH
227 WH609 20250924 0.0 ... 3198.0 3198.0 WH
228 ZC510 20250924 0.0 ... 801.4 801.4 ZC
229 ZC511 20250924 0.0 ... 801.4 801.4 ZC
230 ZC512 20250924 0.0 ... 801.4 801.4 ZC
231 ZC601 20250924 0.0 ... 801.4 801.4 ZC
232 ZC602 20250924 0.0 ... 801.4 801.4 ZC
233 ZC603 20250924 0.0 ... 801.4 801.4 ZC
234 ZC604 20250924 0.0 ... 801.4 801.4 ZC
235 ZC605 20250924 0.0 ... 801.4 801.4 ZC
236 ZC606 20250924 0.0 ... 801.4 801.4 ZC
237 ZC607 20250924 0.0 ... 801.4 801.4 ZC
238 ZC608 20250924 0.0 ... 801.4 801.4 ZC
239 ZC609 20250924 0.0 ... 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-24 18:26:20,273 - future_1d - INFO - ak.get_czce_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 PS2510 20250924 50370.0 ... 51390.0 50335.0 PS
1 PS2511 20250924 50300.0 ... 50910.0 50170.0 PS
2 PS2512 20250924 52775.0 ... 53295.0 52510.0 PS
3 PS2601 20250924 52395.0 ... 52905.0 52240.0 PS
4 PS2602 20250924 52260.0 ... 52855.0 52145.0 PS
5 PS2603 20250924 52290.0 ... 52725.0 51780.0 PS
6 PS2604 20250924 52105.0 ... 52925.0 52115.0 PS
7 PS2605 20250924 52010.0 ... 52675.0 51960.0 PS
8 PS2606 20250924 54100.0 ... 54420.0 54160.0 PS
9 PS2607 20250924 53900.0 ... 54480.0 53800.0 PS
10 PS2608 20250924 53370.0 ... 54375.0 53725.0 PS
11 PS2609 20250924 53645.0 ... 54450.0 53680.0 PS
13 SI2510 20250924 8980.0 ... 8925.0 8905.0 SI
14 SI2511 20250924 8950.0 ... 8990.0 8945.0 SI
15 SI2512 20250924 9365.0 ... 9385.0 9350.0 SI
16 SI2601 20250924 9300.0 ... 9355.0 9305.0 SI
17 SI2602 20250924 9290.0 ... 9380.0 9320.0 SI
18 SI2603 20250924 9265.0 ... 9400.0 9340.0 SI
19 SI2604 20250924 9390.0 ... 9410.0 9335.0 SI
20 SI2605 20250924 9350.0 ... 9385.0 9355.0 SI
21 SI2606 20250924 9315.0 ... 9385.0 9335.0 SI
22 SI2607 20250924 9305.0 ... 9415.0 9355.0 SI
23 SI2608 20250924 9300.0 ... 9410.0 9350.0 SI
24 SI2609 20250924 9325.0 ... 9390.0 9360.0 SI
27 LC2510 20250924 73500.0 ... 73280.0 73160.0 LC
28 LC2511 20250924 73700.0 ... 73360.0 73460.0 LC
29 LC2512 20250924 73860.0 ... 73500.0 73540.0 LC
30 LC2601 20250924 73900.0 ... 73360.0 73440.0 LC
31 LC2602 20250924 73620.0 ... 73160.0 73360.0 LC
32 LC2603 20250924 73580.0 ... 73160.0 73320.0 LC
33 LC2604 20250924 74000.0 ... 73580.0 73900.0 LC
34 LC2605 20250924 74020.0 ... 73520.0 73800.0 LC
35 LC2606 20250924 73800.0 ... 73400.0 73500.0 LC
36 LC2607 20250924 73600.0 ... 73200.0 73440.0 LC
37 LC2608 20250924 73660.0 ... 73220.0 73500.0 LC
38 LC2609 20250924 73460.0 ... 73240.0 73580.0 LC
[36 rows x 12 columns]
2025-09-24 18:26:20,539 - future_1d - INFO - ak.get_gfex_daily('2025-09-24') done
symbol date open ... settle pre_settle variety
0 IC2510 20250924 7053.800 ... 7260.400 7034.000 IC
1 IC2511 20250924 6965.800 ... 7190.400 6972.000 IC
2 IC2512 20250924 6910.000 ... 7135.800 6888.200 IC
3 IC2603 20250924 6730.200 ... 6960.000 6715.600 IC
4 IF2510 20250924 4485.200 ... 4547.200 4482.000 IF
5 IF2511 20250924 4476.600 ... 4528.800 4472.600 IF
6 IF2512 20250924 4468.800 ... 4522.600 4454.600 IF
7 IF2603 20250924 4441.800 ... 4493.600 4425.200 IF
8 IH2510 20250924 2916.800 ... 2939.200 2911.800 IH
9 IH2511 20250924 2916.400 ... 2936.600 2912.600 IH
10 IH2512 20250924 2916.800 ... 2938.200 2912.400 IH
11 IH2603 20250924 2916.400 ... 2939.000 2911.400 IH
12 IM2510 20250924 7285.600 ... 7454.800 7250.400 IM
13 IM2511 20250924 7185.000 ... 7370.800 7160.400 IM
14 IM2512 20250924 7100.000 ... 7288.400 7075.800 IM
15 IM2603 20250924 6885.000 ... 7074.000 6870.200 IM
16 T2512 20250924 107.780 ... 107.620 107.755 T
17 T2603 20250924 107.450 ... 107.275 107.420 T
18 T2606 20250924 107.355 ... 107.195 107.320 T
19 TF2512 20250924 105.625 ... 105.540 105.645 TF
20 TF2603 20250924 105.530 ... 105.415 105.515 TF
21 TF2606 20250924 105.470 ... 105.360 105.455 TF
22 TL2512 20250924 114.510 ... 113.990 114.540 TL
23 TL2603 20250924 114.210 ... 113.630 114.200 TL
24 TL2606 20250924 114.150 ... 113.620 114.250 TL
25 TS2512 20250924 102.340 ... 102.324 102.352 TS
26 TS2603 20250924 102.290 ... 102.248 102.280 TS
27 TS2606 20250924 102.308 ... 102.262 102.280 TS
[28 rows x 12 columns]
2025-09-24 18:26:20,863 - future_1d - INFO - ak.get_cffex_daily('2025-09-24') done
2025-09-24 18:26:22,625 - future_1d - INFO - save future_daily 2025-09-24 completed