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2025-10-10 16:25:43 Fri START TASK.01 future_1d future_daily
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2025-10-10 16:25:45,553 - future_1d - INFO - future_daily check=True check_last=7 start...
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]
2025-10-10 16:25:46,081 - future_1d - INFO - ak.get_cffex_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]
2025-10-10 16:25:46,179 - future_1d - INFO - ak.get_ine_daily('2025-09-24') done
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]
2025-10-10 16:25:46,290 - future_1d - INFO - ak.get_shfe_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]
2025-10-10 16:25:47,014 - future_1d - INFO - ak.get_dce_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]
2025-10-10 16:25:47,192 - future_1d - INFO - ak.get_gfex_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]
2025-10-10 16:25:47,486 - future_1d - INFO - ak.get_czce_daily('2025-09-24') done
2025-10-10 16:25:49,271 - future_1d - INFO - save future_daily 2025-09-24 completed
symbol date open ... settle pre_settle variety
0 IC2510 20250925 7263.000 ... 7311.000 7260.400 IC
1 IC2511 20250925 7209.800 ... 7240.200 7190.400 IC
2 IC2512 20250925 7139.000 ... 7185.400 7135.800 IC
3 IC2603 20250925 6976.000 ... 7007.000 6960.000 IC
4 IF2510 20250925 4548.000 ... 4596.600 4547.200 IF
5 IF2511 20250925 4533.200 ... 4581.600 4528.800 IF
6 IF2512 20250925 4523.400 ... 4572.400 4522.600 IF
7 IF2603 20250925 4493.000 ... 4539.600 4493.600 IF
8 IH2510 20250925 2941.000 ... 2958.000 2939.200 IH
9 IH2511 20250925 2942.000 ... 2956.400 2936.600 IH
10 IH2512 20250925 2941.000 ... 2958.400 2938.200 IH
11 IH2603 20250925 2944.800 ... 2955.800 2939.000 IH
12 IM2510 20250925 7460.600 ... 7456.400 7454.800 IM
13 IM2511 20250925 7383.600 ... 7369.200 7370.800 IM
14 IM2512 20250925 7290.000 ... 7290.800 7288.400 IM
15 IM2603 20250925 7080.000 ... 7076.400 7074.000 IM
16 T2512 20250925 107.600 ... 107.540 107.620 T
17 T2603 20250925 107.235 ... 107.175 107.275 T
18 T2606 20250925 107.205 ... 107.115 107.195 T
19 TF2512 20250925 105.510 ... 105.475 105.540 TF
20 TF2603 20250925 105.380 ... 105.335 105.415 TF
21 TF2606 20250925 105.345 ... 105.335 105.360 TF
22 TL2512 20250925 113.840 ... 113.960 113.990 TL
23 TL2603 20250925 113.490 ... 113.620 113.630 TL
24 TL2606 20250925 113.400 ... 113.540 113.620 TL
25 TS2512 20250925 102.306 ... 102.300 102.324 TS
26 TS2603 20250925 102.226 ... 102.220 102.248 TS
27 TS2606 20250925 102.250 ... 102.226 102.262 TS
[28 rows x 12 columns]
2025-10-10 16:25:57,645 - future_1d - INFO - ak.get_cffex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 SC2510 20250925 486.8 ... 489.3 479.3 SC
1 SC2511 20250925 486.3 ... 488.9 482.3 SC
2 SC2512 20250925 486.8 ... 489.8 482.8 SC
3 SC2601 20250925 486.5 ... 489.8 482.7 SC
4 SC2602 20250925 487.6 ... 488.9 482.1 SC
5 SC2603 20250925 481.3 ... 488.3 481.8 SC
6 SC2604 20250925 485.8 ... 488 482.5 SC
7 SC2605 20250925 485 ... 486.8 480.8 SC
8 SC2606 20250925 483.7 ... 486.3 480 SC
9 SC2607 20250925 487.4 ... 487.3 480 SC
10 SC2608 20250925 486.1 ... 485.8 478.1 SC
11 SC2609 20250925 482.5 ... 482.7 477.8 SC
12 SC2612 20250925 ... 473.5 472 SC
13 SC2703 20250925 ... 478.3 473.1 SC
14 SC2706 20250925 ... 476 469.2 SC
15 SC2709 20250925 477 ... 477 470 SC
16 SC2712 20250925 477.8 ... 477.8 469.1 SC
17 SC2803 20250925 476 ... 476 468 SC
18 SC2806 20250925 473.5 ... 473.2 465.8 SC
19 SC2809 20250925 472.9 ... 472.1 464.2 SC
21 LU2510 20250925 ... 3366 3366 LU
22 LU2511 20250925 3411 ... 3435 3397 LU
23 LU2512 20250925 3409 ... 3430 3385 LU
24 LU2601 20250925 3393 ... 3418 3377 LU
25 LU2602 20250925 3375 ... 3400 3362 LU
26 LU2603 20250925 3380 ... 3398 3358 LU
27 LU2604 20250925 3394 ... 3395 3356 LU
28 LU2605 20250925 3389 ... 3390 3356 LU
29 LU2606 20250925 3386 ... 3393 3347 LU
30 LU2607 20250925 3376 ... 3377 3344 LU
31 LU2608 20250925 3367 ... 3366 3334 LU
32 LU2609 20250925 3331 ... 3346 3320 LU
34 NR2510 20250925 12425 ... 12440 12415 NR
35 NR2511 20250925 12470 ... 12485 12455 NR
36 NR2512 20250925 12520 ... 12500 12465 NR
37 NR2601 20250925 12490 ... 12525 12490 NR
38 NR2602 20250925 12505 ... 12520 12490 NR
39 NR2603 20250925 12500 ... 12530 12510 NR
40 NR2604 20250925 12560 ... 12565 12530 NR
41 NR2605 20250925 12565 ... 12575 12600 NR
42 NR2606 20250925 12600 ... 12600 12495 NR
43 NR2607 20250925 ... 12650 12650 NR
44 NR2608 20250925 ... 12685 12685 NR
45 NR2609 20250925 ... 12510 12510 NR
47 BC2510 20250925 71790 ... 72920 70910 BC
48 BC2511 20250925 72000 ... 73030 71060 BC
49 BC2512 20250925 72500 ... 73180 71110 BC
50 BC2601 20250925 73350 ... 73160 71300 BC
51 BC2602 20250925 ... 73100 71100 BC
52 BC2603 20250925 ... 73000 71210 BC
53 BC2604 20250925 ... 73000 71300 BC
54 BC2605 20250925 ... 72900 71300 BC
55 BC2606 20250925 ... 72900 71400 BC
56 BC2607 20250925 ... 72800 71400 BC
57 BC2608 20250925 ... 73000 71400 BC
58 BC2609 20250925 ... 73000 71550 BC
60 EC2510 20250925 1161 ... 1160.6 1128 EC
61 EC2512 20250925 1740.1 ... 1746.6 1678.9 EC
62 EC2602 20250925 1620 ... 1647.8 1572.8 EC
63 EC2604 20250925 1282.6 ... 1276.4 1257.3 EC
64 EC2606 20250925 1466 ... 1467.5 1436.5 EC
65 EC2608 20250925 1626 ... 1619.8 1591.5 EC
68 SC_TAS2511 20250925 ... SC_TAS
69 SC_TAS2512 20250925 ... SC_TAS
70 SC_TAS2601 20250925 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 16:25:57,747 - future_1d - INFO - ak.get_ine_daily('2025-09-25') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250925 ... 82080 79990 CU
1 1 CU2511 20250925 ... 82160 79990 CU
2 2 CU2512 20250925 ... 82110 79980 CU
3 3 CU2601 20250925 ... 82090 79970 CU
4 4 CU2602 20250925 ... 81970 79960 CU
5 5 CU2603 20250925 ... 82050 79950 CU
6 6 CU2604 20250925 ... 81900 79970 CU
7 7 CU2605 20250925 ... 82230 79910 CU
8 8 CU2606 20250925 ... 81760 79860 CU
9 9 CU2607 20250925 ... 81710 79840 CU
10 10 CU2608 20250925 ... 81680 79880 CU
11 11 CU2609 20250925 ... 81920 79890 CU
12 12 BC2510 20250925 ... 72920 70910 BC
13 13 BC2511 20250925 ... 73030 71060 BC
14 14 BC2512 20250925 ... 73180 71110 BC
15 15 BC2601 20250925 ... 73160 71300 BC
16 16 BC2602 20250925 ... 73100 71100 BC
17 17 BC2603 20250925 ... 73000 71210 BC
18 18 BC2604 20250925 ... 73000 71300 BC
19 19 BC2605 20250925 ... 72900 71300 BC
20 20 BC2606 20250925 ... 72900 71400 BC
21 21 BC2607 20250925 ... 72800 71400 BC
22 22 BC2608 20250925 ... 73000 71400 BC
23 23 BC2609 20250925 ... 73000 71550 BC
24 24 AL2510 20250925 ... 20765 20680 AL
25 25 AL2511 20250925 ... 20780 20685 AL
26 26 AL2512 20250925 ... 20780 20690 AL
27 27 AL2601 20250925 ... 20780 20695 AL
28 28 AL2602 20250925 ... 20785 20695 AL
29 29 AL2603 20250925 ... 20815 20725 AL
30 30 AL2604 20250925 ... 20830 20750 AL
31 31 AL2605 20250925 ... 20845 20755 AL
32 32 AL2606 20250925 ... 20850 20785 AL
33 33 AL2607 20250925 ... 20850 20780 AL
34 34 AL2608 20250925 ... 20860 20775 AL
35 35 AL2609 20250925 ... 20860 20775 AL
36 36 ZN2510 20250925 ... 21960 21905 ZN
37 37 ZN2511 20250925 ... 21965 21915 ZN
38 38 ZN2512 20250925 ... 21980 21915 ZN
39 39 ZN2601 20250925 ... 21995 21930 ZN
40 40 ZN2602 20250925 ... 22030 21955 ZN
41 41 ZN2603 20250925 ... 22040 21970 ZN
42 42 ZN2604 20250925 ... 22090 22010 ZN
43 43 ZN2605 20250925 ... 22160 22045 ZN
44 44 ZN2606 20250925 ... 22185 22080 ZN
45 45 ZN2607 20250925 ... 22095 22095 ZN
46 46 ZN2608 20250925 ... 22185 22115 ZN
47 47 ZN2609 20250925 ... 22195 22145 ZN
48 48 PB2510 20250925 ... 17070 17035 PB
49 49 PB2511 20250925 ... 17110 17075 PB
50 50 PB2512 20250925 ... 17125 17090 PB
51 51 PB2601 20250925 ... 17135 17085 PB
52 52 PB2602 20250925 ... 17090 17090 PB
53 53 PB2603 20250925 ... 17175 17125 PB
54 54 PB2604 20250925 ... 17215 17215 PB
55 55 PB2605 20250925 ... 17170 17140 PB
56 56 PB2606 20250925 ... 17190 17160 PB
57 57 PB2607 20250925 ... 17175 17175 PB
58 58 PB2608 20250925 ... 17210 17140 PB
59 59 PB2609 20250925 ... 17230 17185 PB
60 60 NI2510 20250925 ... 122390 121450 NI
61 61 NI2511 20250925 ... 122730 121680 NI
62 62 NI2512 20250925 ... 122960 121810 NI
63 63 NI2601 20250925 ... 123080 122020 NI
64 64 NI2602 20250925 ... 123580 122250 NI
65 65 NI2603 20250925 ... 123430 122510 NI
66 66 NI2604 20250925 ... 123660 122640 NI
67 67 NI2605 20250925 ... 123980 122920 NI
68 68 NI2606 20250925 ... 123830 123050 NI
69 69 NI2607 20250925 ... 124190 123340 NI
70 70 NI2608 20250925 ... 125100 123750 NI
71 71 NI2609 20250925 ... 125630 124090 NI
72 72 SN2510 20250925 ... 273150 271570 SN
73 73 SN2511 20250925 ... 273490 271840 SN
74 74 SN2512 20250925 ... 273700 272030 SN
75 75 SN2601 20250925 ... 273840 272140 SN
76 76 SN2602 20250925 ... 273860 272100 SN
77 77 SN2603 20250925 ... 274180 272640 SN
78 78 SN2604 20250925 ... 274410 272870 SN
79 79 SN2605 20250925 ... 274840 273140 SN
80 80 SN2606 20250925 ... 274920 273310 SN
81 81 SN2607 20250925 ... 274910 273200 SN
82 82 SN2608 20250925 ... 275220 273380 SN
83 83 SN2609 20250925 ... 276240 273670 SN
84 84 AO2510 20250925 ... 2875 2858 AO
85 85 AO2511 20250925 ... 2897 2871 AO
86 86 AO2512 20250925 ... 2912 2882 AO
87 87 AO2601 20250925 ... 2927 2894 AO
88 88 AO2602 20250925 ... 2936 2906 AO
89 89 AO2603 20250925 ... 3003 2975 AO
90 90 AO2604 20250925 ... 3007 2980 AO
91 91 AO2605 20250925 ... 3016 2986 AO
92 92 AO2606 20250925 ... 3023 2993 AO
93 93 AO2607 20250925 ... 3032 2996 AO
94 94 AO2608 20250925 ... 3036 3007 AO
95 95 AO2609 20250925 ... 3045 3020 AO
96 96 AD2511 20250925 ... 20360 20320 AD
97 97 AD2512 20250925 ... 20405 20315 AD
98 98 AD2601 20250925 ... 20410 20320 AD
99 99 AD2602 20250925 ... 20440 20320 AD
100 100 AD2603 20250925 ... 20300 20300 AD
101 101 AD2604 20250925 ... 20320 20320 AD
102 102 AD2605 20250925 ... 20320 20320 AD
103 103 AD2606 20250925 ... 20385 20305 AD
104 104 AD2607 20250925 ... 20510 20510 AD
105 105 AD2608 20250925 ... 20515 20515 AD
106 106 AD2609 20250925 ... 20335 20335 AD
107 107 AU2510 20250925 ... 853.14 854.98 AU
108 108 AU2511 20250925 ... 854.06 856.34 AU
109 109 AU2512 20250925 ... 855.96 858.6 AU
110 110 AU2602 20250925 ... 858.8 860.92 AU
111 111 AU2604 20250925 ... 860.04 863.22 AU
112 112 AU2606 20250925 ... 863.34 865.94 AU
113 113 AU2608 20250925 ... 865.28 869.22 AU
114 114 AU2610 20250925 ... 869.38 872.52 AU
115 115 AG2510 20250925 ... 10358 10356 AG
116 116 AG2511 20250925 ... 10374 10388 AG
117 117 AG2512 20250925 ... 10396 10403 AG
118 118 AG2601 20250925 ... 10407 10415 AG
119 119 AG2602 20250925 ... 10420 10423 AG
120 120 AG2603 20250925 ... 10441 10438 AG
121 121 AG2604 20250925 ... 10454 10454 AG
122 122 AG2605 20250925 ... 10463 10468 AG
123 123 AG2606 20250925 ... 10478 10479 AG
124 124 AG2607 20250925 ... 10491 10496 AG
125 125 AG2608 20250925 ... 10504 10509 AG
126 126 AG2609 20250925 ... 10512 10514 AG
127 127 RB2510 20250925 ... 3072 3066 RB
128 128 RB2511 20250925 ... 3087 3082 RB
129 129 RB2512 20250925 ... 3144 3136 RB
130 130 RB2601 20250925 ... 3164 3157 RB
131 131 RB2602 20250925 ... 3165 3159 RB
132 132 RB2603 20250925 ... 3183 3175 RB
133 133 RB2604 20250925 ... 3204 3193 RB
134 134 RB2605 20250925 ... 3223 3217 RB
135 135 RB2606 20250925 ... 3238 3235 RB
136 136 RB2607 20250925 ... 3247 3246 RB
137 137 RB2608 20250925 ... 3248 3241 RB
138 138 RB2609 20250925 ... 3255 3244 RB
139 139 WR2510 20250925 ... 3233 3233 WR
140 140 WR2511 20250925 ... 3330 3343 WR
141 141 WR2512 20250925 ... 3324 3324 WR
142 142 WR2601 20250925 ... 3339 3349 WR
143 143 WR2602 20250925 ... 3353 3339 WR
144 144 WR2603 20250925 ... 3399 3399 WR
145 145 WR2604 20250925 ... 3389 3389 WR
146 146 WR2605 20250925 ... 3413 3414 WR
147 147 WR2606 20250925 ... 3372 3372 WR
148 148 WR2607 20250925 ... 3390 3390 WR
149 149 WR2608 20250925 ... 3371 3371 WR
150 150 WR2609 20250925 ... 3418 3418 WR
151 151 HC2510 20250925 ... 3415 3401 HC
152 152 HC2511 20250925 ... 3391 3380 HC
153 153 HC2512 20250925 ... 3378 3368 HC
154 154 HC2601 20250925 ... 3354 3350 HC
155 155 HC2602 20250925 ... 3353 3346 HC
156 156 HC2603 20250925 ... 3357 3351 HC
157 157 HC2604 20250925 ... 3358 3349 HC
158 158 HC2605 20250925 ... 3364 3358 HC
159 159 HC2606 20250925 ... 3360 3362 HC
160 160 HC2607 20250925 ... 3376 3369 HC
161 161 HC2608 20250925 ... 3371 3371 HC
162 162 HC2609 20250925 ... 3383 3383 HC
163 163 SS2510 20250925 ... 12800 12790 SS
164 164 SS2511 20250925 ... 12915 12905 SS
165 165 SS2512 20250925 ... 12960 12945 SS
166 166 SS2601 20250925 ... 13020 13005 SS
167 167 SS2602 20250925 ... 13070 13040 SS
168 168 SS2603 20250925 ... 13175 13125 SS
169 169 SS2604 20250925 ... 13215 13180 SS
170 170 SS2605 20250925 ... 13295 13260 SS
171 171 SS2606 20250925 ... 13340 13305 SS
172 172 SS2607 20250925 ... 13410 13395 SS
173 173 SS2608 20250925 ... 13465 13420 SS
174 174 SS2609 20250925 ... 13535 13485 SS
175 175 SC2510 20250925 ... 489.3 479.3 SC
176 176 SC2511 20250925 ... 488.9 482.3 SC
177 177 SC2512 20250925 ... 489.8 482.8 SC
178 178 SC2601 20250925 ... 489.8 482.7 SC
179 179 SC2602 20250925 ... 488.9 482.1 SC
180 180 SC2603 20250925 ... 488.3 481.8 SC
181 181 SC2604 20250925 ... 488 482.5 SC
182 182 SC2605 20250925 ... 486.8 480.8 SC
183 183 SC2606 20250925 ... 486.3 480 SC
184 184 SC2607 20250925 ... 487.3 480 SC
185 185 SC2608 20250925 ... 485.8 478.1 SC
186 186 SC2609 20250925 ... 482.7 477.8 SC
187 187 SC2612 20250925 ... 473.5 472 SC
188 188 SC2703 20250925 ... 478.3 473.1 SC
189 189 SC2706 20250925 ... 476 469.2 SC
190 190 SC2709 20250925 ... 477 470 SC
191 191 SC2712 20250925 ... 477.8 469.1 SC
192 192 SC2803 20250925 ... 476 468 SC
193 193 SC2806 20250925 ... 473.2 465.8 SC
194 194 SC2809 20250925 ... 472.1 464.2 SC
195 195 LU2510 20250925 ... 3366 3366 LU
196 196 LU2511 20250925 ... 3435 3397 LU
197 197 LU2512 20250925 ... 3430 3385 LU
198 198 LU2601 20250925 ... 3418 3377 LU
199 199 LU2602 20250925 ... 3400 3362 LU
200 200 LU2603 20250925 ... 3398 3358 LU
201 201 LU2604 20250925 ... 3395 3356 LU
202 202 LU2605 20250925 ... 3390 3356 LU
203 203 LU2606 20250925 ... 3393 3347 LU
204 204 LU2607 20250925 ... 3377 3344 LU
205 205 LU2608 20250925 ... 3366 3334 LU
206 206 LU2609 20250925 ... 3346 3320 LU
207 207 FU2510 20250925 ... 2933 2879 FU
208 208 FU2511 20250925 ... 2948 2888 FU
209 209 FU2512 20250925 ... 2905 2867 FU
210 210 FU2601 20250925 ... 2883 2850 FU
211 211 FU2602 20250925 ... 2865 2837 FU
212 212 FU2603 20250925 ... 2853 2822 FU
213 213 FU2604 20250925 ... 2840 2808 FU
214 214 FU2605 20250925 ... 2827 2800 FU
215 215 FU2606 20250925 ... 2811 2782 FU
216 216 FU2607 20250925 ... 2784 2753 FU
217 217 FU2608 20250925 ... 2758 2728 FU
218 218 FU2609 20250925 ... 2737 2719 FU
219 219 BU2510 20250925 ... 3444 3413 BU
220 220 BU2511 20250925 ... 3426 3396 BU
221 221 BU2512 20250925 ... 3373 3346 BU
222 222 BU2601 20250925 ... 3341 3314 BU
223 223 BU2602 20250925 ... 3348 3318 BU
224 224 BU2603 20250925 ... 3361 3335 BU
225 225 BU2604 20250925 ... 3337 3312 BU
226 226 BU2605 20250925 ... 3365 3332 BU
227 227 BU2606 20250925 ... 3362 3333 BU
228 228 BU2607 20250925 ... 3365 3327 BU
229 229 BU2608 20250925 ... 3344 3323 BU
230 230 BU2609 20250925 ... 3352 3333 BU
231 231 BU2612 20250925 ... 3319 3300 BU
232 232 BU2703 20250925 ... 3329 3281 BU
233 233 BU2706 20250925 ... 3327 3312 BU
234 234 BU2709 20250925 ... 3333 3320 BU
235 235 BR2510 20250925 ... 11560 11595 BR
236 236 BR2511 20250925 ... 11555 11545 BR
237 237 BR2512 20250925 ... 11555 11535 BR
238 238 BR2601 20250925 ... 11545 11525 BR
239 239 BR2602 20250925 ... 11555 11545 BR
240 240 BR2603 20250925 ... 11595 11605 BR
241 241 BR2604 20250925 ... 11640 11640 BR
242 242 BR2605 20250925 ... 11615 11580 BR
243 243 BR2606 20250925 ... 11620 11620 BR
244 244 BR2607 20250925 ... 11745 11680 BR
245 245 BR2608 20250925 ... 11745 11745 BR
246 246 BR2609 20250925 ... 11750 11750 BR
247 247 RU2510 20250925 ... 14680 14740 RU
248 248 RU2511 20250925 ... 14705 14715 RU
249 249 RU2601 20250925 ... 15630 15605 RU
250 250 RU2603 20250925 ... 15625 15590 RU
251 251 RU2604 20250925 ... 15625 15570 RU
252 252 RU2605 20250925 ... 15575 15545 RU
253 253 RU2606 20250925 ... 15635 15585 RU
254 254 RU2607 20250925 ... 15580 15600 RU
255 255 RU2608 20250925 ... 15625 15685 RU
256 256 RU2609 20250925 ... 15550 15600 RU
257 257 NR2510 20250925 ... 12440 12415 NR
258 258 NR2511 20250925 ... 12485 12455 NR
259 259 NR2512 20250925 ... 12500 12465 NR
260 260 NR2601 20250925 ... 12525 12490 NR
261 261 NR2602 20250925 ... 12520 12490 NR
262 262 NR2603 20250925 ... 12530 12510 NR
263 263 NR2604 20250925 ... 12565 12530 NR
264 264 NR2605 20250925 ... 12575 12600 NR
265 265 NR2606 20250925 ... 12600 12495 NR
266 266 NR2607 20250925 ... 12650 12650 NR
267 267 NR2608 20250925 ... 12685 12685 NR
268 268 NR2609 20250925 ... 12510 12510 NR
269 269 SP2510 20250925 ... 5018 4984 SP
270 270 SP2511 20250925 ... 5050 5010 SP
271 271 SP2512 20250925 ... 5068 5026 SP
272 272 SP2601 20250925 ... 5304 5268 SP
273 273 SP2602 20250925 ... 5292 5258 SP
274 274 SP2603 20250925 ... 5310 5272 SP
275 275 SP2604 20250925 ... 5318 5282 SP
276 276 SP2605 20250925 ... 5318 5286 SP
277 277 SP2606 20250925 ... 5324 5282 SP
278 278 SP2607 20250925 ... 5320 5268 SP
279 279 SP2608 20250925 ... 5326 5292 SP
280 280 SP2609 20250925 ... 5328 5280 SP
281 281 OP2601 20250925 ... 4238 4230 OP
282 282 OP2602 20250925 ... 4228 4228 OP
283 283 OP2603 20250925 ... 4266 4246 OP
284 284 OP2604 20250925 ... 4262 4262 OP
285 285 OP2605 20250925 ... 4266 4266 OP
286 286 OP2606 20250925 ... 4236 4242 OP
287 287 OP2607 20250925 ... 4238 4238 OP
288 288 OP2608 20250925 ... 4240 4238 OP
289 289 OP2609 20250925 ... 4336 4338 OP
290 290 EC2510 20250925 ... 1160.6 1128 EC
291 291 EC2512 20250925 ... 1746.6 1678.9 EC
292 292 EC2602 20250925 ... 1647.8 1572.8 EC
293 293 EC2604 20250925 ... 1276.4 1257.3 EC
294 294 EC2606 20250925 ... 1467.5 1436.5 EC
295 295 EC2608 20250925 ... 1619.8 1591.5 EC
296 298 SC_TAS2511 20250925 ... SC_TAS
297 299 SC_TAS2512 20250925 ... SC_TAS
298 300 SC_TAS2601 20250925 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 16:25:57,847 - future_1d - INFO - ak.get_shfe_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 a2511 20250925 3916.0 ... 3930.00 3890.00 A
1 a2601 20250925 3898.0 ... 3912.00 3879.00 A
2 a2603 20250925 3900.0 ... 3912.00 3886.00 A
3 a2605 20250925 3929.0 ... 3944.00 3929.00 A
4 a2607 20250925 3931.0 ... 3943.00 3931.00 A
5 a2609 20250925 3941.0 ... 3951.00 3942.00 A
6 b2510 20250925 3591.0 ... 3628.00 3575.00 B
7 b2511 20250925 3618.0 ... 3636.00 3582.00 B
8 b2512 20250925 3632.0 ... 3652.00 3611.00 B
9 b2601 20250925 3645.0 ... 3651.00 3605.00 B
10 b2602 20250925 3640.0 ... 3654.00 3608.00 B
11 b2603 20250925 3605.0 ... 3618.00 3580.00 B
12 b2604 20250925 3519.0 ... 3521.00 3495.00 B
13 b2605 20250925 3437.0 ... 3450.00 3425.00 B
14 b2606 20250925 3419.0 ... 3426.00 3405.00 B
15 b2607 20250925 3452.0 ... 3429.00 3413.00 B
16 b2608 20250925 3517.0 ... 3525.00 3508.00 B
17 b2609 20250925 3539.0 ... 3538.00 3516.00 B
18 bb2511 20250925 141.9 ... 142.00 142.00 BB
19 bb2601 20250925 147.0 ... 146.95 146.80 BB
20 bb2603 20250925 0.0 ... 147.00 147.00 BB
21 bb2605 20250925 0.0 ... 141.70 141.60 BB
22 bb2607 20250925 0.0 ... 146.45 146.35 BB
23 bb2609 20250925 0.0 ... 146.45 146.35 BB
24 bz2603 20250925 5916.0 ... 5930.00 5910.00 BZ
25 bz2604 20250925 5908.0 ... 5914.00 5902.00 BZ
26 bz2605 20250925 5929.0 ... 5939.00 5916.00 BZ
27 bz2606 20250925 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250925 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250925 0.0 ... 5884.00 5884.00 BZ
30 c2511 20250925 2167.0 ... 2166.00 2158.00 C
31 c2601 20250925 2137.0 ... 2136.00 2134.00 C
32 c2603 20250925 2147.0 ... 2144.00 2146.00 C
33 c2605 20250925 2204.0 ... 2199.00 2201.00 C
34 c2607 20250925 2216.0 ... 2211.00 2214.00 C
35 c2609 20250925 2231.0 ... 2227.00 2231.00 C
36 cs2511 20250925 2474.0 ... 2476.00 2458.00 CS
37 cs2601 20250925 2469.0 ... 2466.00 2459.00 CS
38 cs2603 20250925 2465.0 ... 2466.00 2461.00 CS
39 cs2605 20250925 2545.0 ... 2546.00 2540.00 CS
40 cs2607 20250925 2558.0 ... 2551.00 2549.00 CS
41 cs2609 20250925 2593.0 ... 2590.00 2588.00 CS
42 eb2509 20250925 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250925 6915.0 ... 6919.00 6884.00 EB
44 eb2511 20250925 6938.0 ... 6958.00 6923.00 EB
45 eb2512 20250925 6970.0 ... 6974.00 6940.00 EB
46 eb2601 20250925 6994.0 ... 7000.00 6978.00 EB
47 eb2602 20250925 7028.0 ... 7030.00 7013.00 EB
48 eb2603 20250925 7064.0 ... 7069.00 7051.00 EB
49 eb2604 20250925 7090.0 ... 7098.00 7085.00 EB
50 eb2605 20250925 7118.0 ... 7111.00 7107.00 EB
51 eb2606 20250925 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250925 7134.0 ... 7134.00 7071.00 EB
53 eb2608 20250925 0.0 ... 7177.00 7178.00 EB
54 eg2509 20250925 0.0 ... 4175.00 4139.00 EG
55 eg2510 20250925 4293.0 ... 4300.00 4259.00 EG
56 eg2511 20250925 4112.0 ... 4230.00 4219.00 EG
57 eg2512 20250925 4231.0 ... 4236.00 4228.00 EG
58 eg2601 20250925 4255.0 ... 4249.00 4227.00 EG
59 eg2602 20250925 4258.0 ... 4260.00 4240.00 EG
60 eg2603 20250925 4269.0 ... 4270.00 4247.00 EG
61 eg2604 20250925 0.0 ... 4285.00 4279.00 EG
62 eg2605 20250925 4315.0 ... 4309.00 4286.00 EG
63 eg2606 20250925 0.0 ... 4300.00 4290.00 EG
64 eg2607 20250925 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250925 0.0 ... 4346.00 4346.00 EG
66 fb2510 20250925 1261.0 ... 1262.50 1259.50 FB
67 fb2511 20250925 1254.0 ... 1254.50 1254.50 FB
68 fb2512 20250925 1253.5 ... 1253.50 1254.00 FB
69 fb2601 20250925 1254.5 ... 1255.00 1254.50 FB
70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-10-10 16:25:58,444 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 PS2510 20250925 52135.0 ... 51595.0 51390.0 PS
1 PS2511 20250925 51480.0 ... 51360.0 50910.0 PS
2 PS2512 20250925 54010.0 ... 53675.0 53295.0 PS
3 PS2601 20250925 53500.0 ... 53200.0 52905.0 PS
4 PS2602 20250925 53460.0 ... 53205.0 52855.0 PS
5 PS2603 20250925 53235.0 ... 53035.0 52725.0 PS
6 PS2604 20250925 53280.0 ... 53005.0 52925.0 PS
7 PS2605 20250925 53200.0 ... 52930.0 52675.0 PS
8 PS2606 20250925 55500.0 ... 54935.0 54420.0 PS
9 PS2607 20250925 55160.0 ... 54870.0 54480.0 PS
10 PS2608 20250925 55155.0 ... 54605.0 54375.0 PS
11 PS2609 20250925 54815.0 ... 54620.0 54450.0 PS
13 SI2510 20250925 8980.0 ... 9020.0 8925.0 SI
14 SI2511 20250925 9035.0 ... 9030.0 8990.0 SI
15 SI2512 20250925 9405.0 ... 9425.0 9385.0 SI
16 SI2601 20250925 9400.0 ... 9390.0 9355.0 SI
17 SI2602 20250925 9370.0 ... 9390.0 9380.0 SI
18 SI2603 20250925 9395.0 ... 9420.0 9400.0 SI
19 SI2604 20250925 9405.0 ... 9405.0 9410.0 SI
20 SI2605 20250925 9445.0 ... 9420.0 9385.0 SI
21 SI2606 20250925 9435.0 ... 9445.0 9385.0 SI
22 SI2607 20250925 9460.0 ... 9465.0 9415.0 SI
23 SI2608 20250925 9420.0 ... 9425.0 9410.0 SI
24 SI2609 20250925 9405.0 ... 9425.0 9390.0 SI
27 LC2510 20250925 72720.0 ... 73100.0 73280.0 LC
28 LC2511 20250925 72980.0 ... 73580.0 73360.0 LC
29 LC2512 20250925 73060.0 ... 73660.0 73500.0 LC
30 LC2601 20250925 72900.0 ... 73620.0 73360.0 LC
31 LC2602 20250925 72680.0 ... 73360.0 73160.0 LC
32 LC2603 20250925 72800.0 ... 73480.0 73160.0 LC
33 LC2604 20250925 73260.0 ... 73760.0 73580.0 LC
34 LC2605 20250925 73260.0 ... 73740.0 73520.0 LC
35 LC2606 20250925 73040.0 ... 73460.0 73400.0 LC
36 LC2607 20250925 73040.0 ... 73360.0 73200.0 LC
37 LC2608 20250925 73040.0 ... 73480.0 73220.0 LC
38 LC2609 20250925 74000.0 ... 73540.0 73240.0 LC
[36 rows x 12 columns]
2025-10-10 16:25:58,589 - future_1d - INFO - ak.get_gfex_daily('2025-09-25') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250925 8538.0 8648.0 ... 23753.52 8585.0 8525.0 AP
1 AP511 20250925 8378.0 8498.0 ... 20087.47 8440.0 8356.0 AP
2 AP512 20250925 8248.0 8414.0 ... 1899.21 8367.0 8296.0 AP
3 AP601 20250925 8331.0 8450.0 ... 501897.78 8385.0 8344.0 AP
4 AP603 20250925 8242.0 8303.0 ... 890.41 8244.0 8223.0 AP
5 AP604 20250925 8236.0 8269.0 ... 148.16 8231.0 8213.0 AP
6 AP605 20250925 8248.0 8312.0 ... 9355.27 8264.0 8248.0 AP
7 CF511 20250925 13710.0 13725.0 ... 312969.82 13560.0 13625.0 CF
8 CF601 20250925 13555.0 13575.0 ... 1664965.42 13515.0 13560.0 CF
9 CF603 20250925 13520.0 13540.0 ... 6561.00 13485.0 13535.0 CF
10 CF605 20250925 13550.0 13555.0 ... 191722.50 13510.0 13560.0 CF
11 CF607 20250925 13575.0 13580.0 ... 2219.85 13535.0 13590.0 CF
12 CF609 20250925 13730.0 13730.0 ... 691.62 13695.0 13735.0 CF
13 CJ512 20250925 10740.0 11070.0 ... 6390.30 10905.0 10760.0 CJ
14 CJ601 20250925 10825.0 11130.0 ... 1254628.63 10960.0 10795.0 CJ
15 CJ603 20250925 10795.0 11095.0 ... 14645.96 10925.0 10785.0 CJ
16 CJ605 20250925 10875.0 11160.0 ... 208459.47 10990.0 10830.0 CJ
17 CJ607 20250925 10935.0 11255.0 ... 2647.11 11075.0 10935.0 CJ
18 CJ609 20250925 11065.0 11370.0 ... 1031.54 11210.0 11025.0 CJ
19 CY510 20250925 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250925 19880.0 19905.0 ... 119620.88 19780.0 19775.0 CY
21 CY512 20250925 19515.0 19515.0 ... 9.76 19515.0 19495.0 CY
22 CY601 20250925 19710.0 19730.0 ... 6459.10 19690.0 19690.0 CY
23 CY602 20250925 0.0 0.0 ... 0.00 19745.0 19745.0 CY
24 CY603 20250925 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250925 0.0 0.0 ... 0.00 19730.0 19730.0 CY
26 CY605 20250925 19705.0 19765.0 ... 19.74 19735.0 19795.0 CY
27 CY606 20250925 0.0 0.0 ... 0.00 19735.0 19735.0 CY
28 CY607 20250925 0.0 0.0 ... 0.00 20005.0 20005.0 CY
29 CY608 20250925 0.0 0.0 ... 0.00 19930.0 19940.0 CY
30 CY609 20250925 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250925 1130.0 1150.0 ... 9834.72 1135.0 1109.0 FG
32 FG511 20250925 1133.0 1164.0 ... 394480.86 1145.0 1106.0 FG
33 FG512 20250925 1253.0 1282.0 ... 151791.67 1265.0 1228.0 FG
34 FG601 20250925 1252.0 1282.0 ... 9137130.71 1260.0 1232.0 FG
35 FG602 20250925 1298.0 1331.0 ... 113762.92 1308.0 1274.0 FG
36 FG603 20250925 1319.0 1330.0 ... 8819.65 1314.0 1289.0 FG
37 FG604 20250925 1372.0 1391.0 ... 2719.36 1380.0 1354.0 FG
38 FG605 20250925 1365.0 1392.0 ... 335024.93 1373.0 1354.0 FG
39 FG606 20250925 1398.0 1419.0 ... 1893.04 1402.0 1382.0 FG
40 FG607 20250925 1372.0 1412.0 ... 2289.70 1398.0 1375.0 FG
41 FG608 20250925 1434.0 1449.0 ... 1630.58 1435.0 1417.0 FG
42 FG609 20250925 1426.0 1452.0 ... 12590.62 1440.0 1414.0 FG
43 JR511 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250925 2262.0 2269.0 ... 2975.32 2263.0 2263.0 MA
52 MA511 20250925 2303.0 2307.0 ... 129297.32 2298.0 2294.0 MA
53 MA512 20250925 2333.0 2340.0 ... 92047.38 2333.0 2332.0 MA
54 MA601 20250925 2356.0 2364.0 ... 822244.57 2357.0 2355.0 MA
55 MA602 20250925 2382.0 2387.0 ... 33142.05 2380.0 2380.0 MA
56 MA603 20250925 2392.0 2400.0 ... 908.62 2397.0 2396.0 MA
57 MA604 20250925 2395.0 2395.0 ... 23.94 2394.0 2396.0 MA
58 MA605 20250925 2382.0 2391.0 ... 59705.76 2383.0 2382.0 MA
59 MA606 20250925 2394.0 2399.0 ... 45.45 2392.0 2389.0 MA
60 MA607 20250925 2366.0 2371.0 ... 28.43 2369.0 2364.0 MA
61 MA608 20250925 2370.0 2370.0 ... 2.37 2370.0 2362.0 MA
62 MA609 20250925 2347.0 2350.0 ... 264.98 2345.0 2341.0 MA
63 OI511 20250925 10136.0 10344.0 ... 679752.78 10195.0 10110.0 OI
64 OI601 20250925 9949.0 10154.0 ... 4025663.97 10033.0 9923.0 OI
65 OI603 20250925 9703.0 9912.0 ... 6903.28 9792.0 9681.0 OI
66 OI605 20250925 9456.0 9668.0 ... 210491.42 9551.0 9437.0 OI
67 OI607 20250925 9406.0 9611.0 ... 2158.04 9549.0 9387.0 OI
68 OI609 20250925 9385.0 9566.0 ... 2685.78 9524.0 9343.0 OI
69 PF510 20250925 6308.0 6382.0 ... 3524.96 6358.0 6274.0 PF
70 PF511 20250925 6310.0 6380.0 ... 613970.31 6328.0 6272.0 PF
71 PF512 20250925 6262.0 6344.0 ... 338379.21 6288.0 6238.0 PF
72 PF601 20250925 6324.0 6386.0 ... 51277.92 6346.0 6284.0 PF
73 PF602 20250925 6316.0 6390.0 ... 136637.20 6334.0 6288.0 PF
74 PF603 20250925 6340.0 6392.0 ... 34.93 6350.0 6304.0 PF
75 PF604 20250925 6386.0 6418.0 ... 25.63 6408.0 6342.0 PF
76 PF605 20250925 6400.0 6454.0 ... 25.73 6434.0 6378.0 PF
77 PF606 20250925 6414.0 6414.0 ... 3.21 6414.0 6380.0 PF
78 PF607 20250925 6484.0 6484.0 ... 3.24 6484.0 6394.0 PF
79 PF608 20250925 0.0 0.0 ... 0.00 6496.0 6402.0 PF
80 PF609 20250925 6508.0 6508.0 ... 3.25 6508.0 6442.0 PF
81 PK510 20250925 7780.0 7790.0 ... 3624.73 7770.0 7796.0 PK
82 PK511 20250925 7762.0 7784.0 ... 221707.73 7766.0 7762.0 PK
83 PK512 20250925 7762.0 7776.0 ... 85187.60 7762.0 7770.0 PK
84 PK601 20250925 7778.0 7788.0 ... 57441.67 7776.0 7790.0 PK
85 PK603 20250925 7816.0 7818.0 ... 70.30 7812.0 7830.0 PK
86 PK604 20250925 7826.0 7838.0 ... 74.44 7836.0 7836.0 PK
87 PK605 20250925 7832.0 7840.0 ... 1946.70 7834.0 7836.0 PK
88 PL601 20250925 6358.0 6384.0 ... 18325.21 6372.0 6344.0 PL
89 PL602 20250925 6399.0 6409.0 ... 563.36 6402.0 6385.0 PL
90 PL603 20250925 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250925 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250925 0.0 0.0 ... 0.00 6350.0 6330.0 PL
93 PL606 20250925 0.0 0.0 ... 0.00 6419.0 6402.0 PL
94 PL607 20250925 0.0 0.0 ... 0.00 6410.0 6410.0 PL
95 PL608 20250925 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250925 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250925 5832.0 5880.0 ... 2354.18 5856.0 5798.0 PR
104 PR511 20250925 5800.0 5846.0 ... 249600.32 5816.0 5756.0 PR
105 PR512 20250925 5792.0 5850.0 ... 209730.17 5814.0 5764.0 PR
106 PR601 20250925 5794.0 5846.0 ... 127445.00 5812.0 5746.0 PR
107 PR602 20250925 5830.0 5866.0 ... 1534.81 5848.0 5790.0 PR
108 PR603 20250925 5830.0 5866.0 ... 52.56 5840.0 5808.0 PR
109 PR604 20250925 5850.0 5886.0 ... 17.60 5868.0 5826.0 PR
110 PR605 20250925 5852.0 5904.0 ... 61.75 5882.0 5830.0 PR
111 PR606 20250925 0.0 0.0 ... 0.00 5918.0 5860.0 PR
112 PR607 20250925 5902.0 5902.0 ... 8.85 5902.0 5876.0 PR
113 PR608 20250925 0.0 0.0 ... 0.00 5940.0 5892.0 PR
114 PR609 20250925 0.0 0.0 ... 0.00 5924.0 5882.0 PR
115 PX510 20250925 6334.0 6690.0 ... 26287.94 6470.0 6604.0 PX
116 PX511 20250925 6620.0 6686.0 ... 615785.56 6640.0 6568.0 PX
117 PX512 20250925 6614.0 6678.0 ... 210198.60 6638.0 6576.0 PX
118 PX601 20250925 6610.0 6672.0 ... 168342.39 6636.0 6570.0 PX
119 PX602 20250925 6624.0 6688.0 ... 7754.97 6654.0 6582.0 PX
120 PX603 20250925 6628.0 6632.0 ... 9.94 6630.0 6570.0 PX
121 PX604 20250925 6690.0 6690.0 ... 3.35 6690.0 6616.0 PX
122 PX605 20250925 6632.0 6706.0 ... 2464.91 6672.0 6596.0 PX
123 PX606 20250925 0.0 0.0 ... 0.00 6692.0 6622.0 PX
124 PX607 20250925 6700.0 6700.0 ... 3.35 6700.0 6608.0 PX
125 PX608 20250925 0.0 0.0 ... 0.00 6674.0 6620.0 PX
126 PX609 20250925 6658.0 6698.0 ... 6.68 6678.0 6626.0 PX
127 RI511 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250925 2471.0 2494.0 ... 11208.27 2479.0 2459.0 RM
134 RM601 20250925 2408.0 2450.0 ... 897937.89 2424.0 2406.0 RM
135 RM603 20250925 2334.0 2362.0 ... 9498.76 2343.0 2334.0 RM
136 RM605 20250925 2328.0 2345.0 ... 180100.32 2328.0 2321.0 RM
137 RM607 20250925 2315.0 2335.0 ... 12049.28 2319.0 2311.0 RM
138 RM608 20250925 2411.0 2435.0 ... 1529.32 2420.0 2409.0 RM
139 RM609 20250925 2401.0 2426.0 ... 4909.94 2412.0 2396.0 RM
140 RS511 20250925 5270.0 5331.0 ... 100.91 5311.0 5278.0 RS
141 RS607 20250925 5588.0 5588.0 ... 194.69 5562.0 5552.0 RS
142 RS608 20250925 5551.0 5574.0 ... 161.01 5552.0 5543.0 RS
143 RS609 20250925 5576.0 5579.0 ... 133.34 5556.0 5549.0 RS
144 SA510 20250925 1225.0 1229.0 ... 6547.04 1222.0 1213.0 SA
145 SA511 20250925 1229.0 1241.0 ... 438284.40 1232.0 1218.0 SA
146 SA512 20250925 1298.0 1308.0 ... 342124.54 1298.0 1282.0 SA
147 SA601 20250925 1311.0 1320.0 ... 3084478.49 1311.0 1300.0 SA
148 SA602 20250925 1335.0 1349.0 ... 93123.96 1340.0 1318.0 SA
149 SA603 20250925 1344.0 1356.0 ... 3208.99 1347.0 1340.0 SA
150 SA604 20250925 1388.0 1401.0 ... 735.53 1393.0 1382.0 SA
151 SA605 20250925 1395.0 1408.0 ... 115820.62 1400.0 1389.0 SA
152 SA606 20250925 1411.0 1420.0 ... 924.29 1413.0 1401.0 SA
153 SA607 20250925 1416.0 1423.0 ... 1259.04 1418.0 1407.0 SA
154 SA608 20250925 1452.0 1453.0 ... 2568.25 1449.0 1437.0 SA
155 SA609 20250925 1449.0 1460.0 ... 5968.90 1455.0 1440.0 SA
156 SF510 20250925 5540.0 5584.0 ... 2278.10 5544.0 5536.0 SF
157 SF511 20250925 5722.0 5790.0 ... 575802.32 5724.0 5732.0 SF
158 SF512 20250925 5686.0 5758.0 ... 139267.93 5698.0 5708.0 SF
159 SF601 20250925 5692.0 5746.0 ... 169962.64 5692.0 5700.0 SF
160 SF602 20250925 5658.0 5708.0 ... 27586.73 5648.0 5662.0 SF
161 SF603 20250925 5790.0 5878.0 ... 449.34 5836.0 5858.0 SF
162 SF604 20250925 5814.0 5814.0 ... 2.91 5814.0 5832.0 SF
163 SF605 20250925 5808.0 5846.0 ... 3268.64 5790.0 5810.0 SF
164 SF606 20250925 5730.0 5800.0 ... 54.93 5782.0 5786.0 SF
165 SF607 20250925 5880.0 5940.0 ... 20.68 5910.0 5936.0 SF
166 SF608 20250925 5872.0 5950.0 ... 11.83 5914.0 5896.0 SF
167 SF609 20250925 5864.0 5922.0 ... 35.29 5882.0 5904.0 SF
168 SH510 20250925 2484.0 2485.0 ... 6882.09 2467.0 2471.0 SH
169 SH511 20250925 2502.0 2507.0 ... 542872.48 2488.0 2486.0 SH
170 SH512 20250925 2549.0 2555.0 ... 371357.74 2540.0 2533.0 SH
171 SH601 20250925 2552.0 2555.0 ... 1738819.77 2542.0 2533.0 SH
172 SH602 20250925 2572.0 2575.0 ... 38919.23 2565.0 2558.0 SH
173 SH603 20250925 2589.0 2591.0 ... 1092.08 2582.0 2574.0 SH
174 SH604 20250925 2624.0 2624.0 ... 31.47 2623.0 2620.0 SH
175 SH605 20250925 2640.0 2643.0 ... 8540.13 2633.0 2626.0 SH
176 SH606 20250925 2652.0 2652.0 ... 79.43 2648.0 2637.0 SH
177 SH607 20250925 2636.0 2647.0 ... 55.42 2639.0 2631.0 SH
178 SH608 20250925 2650.0 2650.0 ... 15.89 2648.0 2652.0 SH
179 SH609 20250925 2678.0 2678.0 ... 152.05 2668.0 2665.0 SH
180 SM510 20250925 5818.0 5832.0 ... 37009.46 5732.0 5814.0 SM
181 SM511 20250925 5908.0 5938.0 ... 461939.29 5892.0 5898.0 SM
182 SM512 20250925 5880.0 5942.0 ... 229503.51 5910.0 5898.0 SM
183 SM601 20250925 5916.0 5954.0 ... 648883.48 5904.0 5910.0 SM
184 SM602 20250925 5928.0 5960.0 ... 189915.34 5902.0 5928.0 SM
185 SM603 20250925 5948.0 5956.0 ... 940.16 5932.0 5948.0 SM
186 SM604 20250925 5920.0 5962.0 ... 130.54 5934.0 5954.0 SM
187 SM605 20250925 5946.0 5988.0 ... 12387.44 5944.0 5946.0 SM
188 SM606 20250925 5928.0 5968.0 ... 41.50 5928.0 5966.0 SM
189 SM607 20250925 5932.0 5980.0 ... 38.60 5938.0 5978.0 SM
190 SM608 20250925 0.0 0.0 ... 0.00 5988.0 5960.0 SM
191 SM609 20250925 5952.0 6016.0 ... 394.92 5984.0 5976.0 SM
192 SR511 20250925 5542.0 5556.0 ... 197387.15 5533.0 5538.0 SR
193 SR601 20250925 5492.0 5518.0 ... 1170834.61 5497.0 5483.0 SR
194 SR603 20250925 5472.0 5498.0 ... 2998.31 5481.0 5457.0 SR
195 SR605 20250925 5468.0 5483.0 ... 67385.76 5463.0 5446.0 SR
196 SR607 20250925 5466.0 5483.0 ... 3340.88 5468.0 5452.0 SR
197 SR609 20250925 5477.0 5495.0 ... 2114.39 5478.0 5466.0 SR
198 TA510 20250925 4596.0 4654.0 ... 16455.61 4630.0 4558.0 TA
199 TA511 20250925 4608.0 4668.0 ... 326553.23 4638.0 4576.0 TA
200 TA512 20250925 4626.0 4678.0 ... 129291.73 4652.0 4588.0 TA
201 TA601 20250925 4640.0 4688.0 ... 1632322.69 4658.0 4598.0 TA
202 TA602 20250925 4654.0 4698.0 ... 24535.75 4672.0 4610.0 TA
203 TA603 20250925 4620.0 4706.0 ... 437.42 4630.0 4620.0 TA
204 TA604 20250925 4664.0 4712.0 ... 32.80 4686.0 4660.0 TA
205 TA605 20250925 4668.0 4722.0 ... 57245.87 4696.0 4640.0 TA
206 TA606 20250925 4684.0 4732.0 ... 16.45 4700.0 4626.0 TA
207 TA607 20250925 4716.0 4720.0 ... 7.08 4718.0 4662.0 TA
208 TA608 20250925 0.0 0.0 ... 0.00 4744.0 4690.0 TA
209 TA609 20250925 4700.0 4768.0 ... 170.82 4746.0 4694.0 TA
210 UR510 20250925 1570.0 1571.0 ... 1056.31 1567.0 1563.0 UR
211 UR511 20250925 1657.0 1657.0 ... 71609.71 1651.0 1649.0 UR
212 UR512 20250925 1665.0 1668.0 ... 15708.84 1664.0 1663.0 UR
213 UR601 20250925 1677.0 1679.0 ... 320987.42 1675.0 1672.0 UR
214 UR602 20250925 1684.0 1686.0 ... 390.24 1682.0 1681.0 UR
215 UR603 20250925 1725.0 1728.0 ... 37.97 1726.0 1724.0 UR
216 UR604 20250925 1725.0 1727.0 ... 24.16 1726.0 1726.0 UR
217 UR605 20250925 1730.0 1730.0 ... 13083.72 1727.0 1723.0 UR
218 UR606 20250925 1725.0 1730.0 ... 110.60 1728.0 1725.0 UR
219 UR607 20250925 1753.0 1758.0 ... 21.08 1757.0 1757.0 UR
220 UR608 20250925 1750.0 1750.0 ... 14.00 1750.0 1751.0 UR
221 UR609 20250925 1740.0 1749.0 ... 338.83 1747.0 1741.0 UR
222 WH511 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 16:25:58,884 - future_1d - INFO - ak.get_czce_daily('2025-09-25') done
2025-10-10 16:26:00,769 - future_1d - INFO - save future_daily 2025-09-25 completed
symbol date open ... settle pre_settle variety
0 IC2510 20250926 7275.200 ... 7219.600 7311.000 IC
1 IC2511 20250926 7192.000 ... 7151.800 7240.200 IC
2 IC2512 20250926 7147.000 ... 7097.600 7185.400 IC
3 IC2603 20250926 6951.200 ... 6922.000 7007.000 IC
4 IF2510 20250926 4575.800 ... 4555.800 4596.600 IF
5 IF2511 20250926 4558.600 ... 4541.800 4581.600 IF
6 IF2512 20250926 4550.000 ... 4535.200 4572.400 IF
7 IF2603 20250926 4520.200 ... 4509.800 4539.600 IF
8 IH2510 20250926 2943.000 ... 2950.200 2958.000 IH
9 IH2511 20250926 2944.000 ... 2948.000 2956.400 IH
10 IH2512 20250926 2946.000 ... 2949.800 2958.400 IH
11 IH2603 20250926 2942.000 ... 2947.400 2955.800 IH
12 IM2510 20250926 7419.600 ... 7360.800 7456.400 IM
13 IM2511 20250926 7335.400 ... 7272.800 7369.200 IM
14 IM2512 20250926 7260.000 ... 7193.400 7290.800 IM
15 IM2603 20250926 7040.000 ... 6974.400 7076.400 IM
16 T2512 20250926 107.655 ... 107.670 107.540 T
17 T2603 20250926 107.270 ... 107.325 107.175 T
18 T2606 20250926 107.150 ... 107.235 107.115 T
19 TF2512 20250926 105.535 ... 105.530 105.475 TF
20 TF2603 20250926 105.390 ... 105.410 105.335 TF
21 TF2606 20250926 105.390 ... 105.400 105.335 TF
22 TL2512 20250926 114.230 ... 114.260 113.960 TL
23 TL2603 20250926 113.910 ... 113.920 113.620 TL
24 TL2606 20250926 113.960 ... 113.910 113.540 TL
25 TS2512 20250926 102.314 ... 102.344 102.300 TS
26 TS2603 20250926 102.258 ... 102.258 102.220 TS
27 TS2606 20250926 102.258 ... 102.262 102.226 TS
[28 rows x 12 columns]
2025-10-10 16:26:10,676 - future_1d - INFO - ak.get_cffex_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 SC2510 20250926 488 ... 487.5 489.3 SC
1 SC2511 20250926 489.1 ... 489.1 488.9 SC
2 SC2512 20250926 490.8 ... 490.8 489.8 SC
3 SC2601 20250926 491 ... 490.7 489.8 SC
4 SC2602 20250926 489.2 ... 489.9 488.9 SC
5 SC2603 20250926 488.2 ... 490 488.3 SC
6 SC2604 20250926 486.3 ... 490.3 488 SC
7 SC2605 20250926 486.4 ... 491.2 486.8 SC
8 SC2606 20250926 487 ... 488.9 486.3 SC
9 SC2607 20250926 484.9 ... 484.9 487.3 SC
10 SC2608 20250926 484.2 ... 486.6 485.8 SC
11 SC2609 20250926 481.6 ... 483.8 482.7 SC
12 SC2612 20250926 479.7 ... 479.5 473.5 SC
13 SC2703 20250926 473.1 ... 473.1 478.3 SC
14 SC2706 20250926 ... 477 476 SC
15 SC2709 20250926 ... 477 477 SC
16 SC2712 20250926 473.8 ... 475.9 477.8 SC
17 SC2803 20250926 475 ... 475 476 SC
18 SC2806 20250926 472 ... 473.8 473.2 SC
19 SC2809 20250926 472.1 ... 472.1 472.1 SC
21 LU2510 20250926 3450 ... 3450 3366 LU
22 LU2511 20250926 3445 ... 3470 3435 LU
23 LU2512 20250926 3443 ... 3471 3430 LU
24 LU2601 20250926 3430 ... 3459 3418 LU
25 LU2602 20250926 3409 ... 3440 3400 LU
26 LU2603 20250926 3413 ... 3425 3398 LU
27 LU2604 20250926 ... 3407 3395 LU
28 LU2605 20250926 3443 ... 3437 3390 LU
29 LU2606 20250926 3422 ... 3427 3393 LU
30 LU2607 20250926 3383 ... 3418 3377 LU
31 LU2608 20250926 3367 ... 3392 3366 LU
32 LU2609 20250926 3354 ... 3379 3346 LU
34 NR2510 20250926 12415 ... 12320 12440 NR
35 NR2511 20250926 12425 ... 12350 12485 NR
36 NR2512 20250926 12450 ... 12375 12500 NR
37 NR2601 20250926 12480 ... 12395 12525 NR
38 NR2602 20250926 12435 ... 12380 12520 NR
39 NR2603 20250926 12455 ... 12455 12530 NR
40 NR2604 20250926 12435 ... 12390 12565 NR
41 NR2605 20250926 12465 ... 12460 12575 NR
42 NR2606 20250926 12465 ... 12465 12600 NR
43 NR2607 20250926 ... 12650 12650 NR
44 NR2608 20250926 ... 12685 12685 NR
45 NR2609 20250926 ... 12510 12510 NR
47 BC2510 20250926 73050 ... 73250 72920 BC
48 BC2511 20250926 73540 ... 73420 73030 BC
49 BC2512 20250926 73620 ... 73550 73180 BC
50 BC2601 20250926 ... 73160 73160 BC
51 BC2602 20250926 73820 ... 73820 73100 BC
52 BC2603 20250926 ... 73000 73000 BC
53 BC2604 20250926 ... 73000 73000 BC
54 BC2605 20250926 ... 72900 72900 BC
55 BC2606 20250926 ... 72960 72900 BC
56 BC2607 20250926 ... 72840 72800 BC
57 BC2608 20250926 ... 73000 73000 BC
58 BC2609 20250926 ... 73000 73000 BC
60 EC2510 20250926 1176 ... 1150.8 1160.6 EC
61 EC2512 20250926 1790 ... 1780.6 1746.6 EC
62 EC2602 20250926 1692 ... 1691.9 1647.8 EC
63 EC2604 20250926 1281.1 ... 1279.1 1276.4 EC
64 EC2606 20250926 1475.4 ... 1482.6 1467.5 EC
65 EC2608 20250926 1632 ... 1631 1619.8 EC
68 SC_TAS2511 20250926 ... SC_TAS
69 SC_TAS2512 20250926 ... SC_TAS
70 SC_TAS2601 20250926 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 16:26:10,769 - future_1d - INFO - ak.get_ine_daily('2025-09-26') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250926 ... 82500 82080 CU
1 1 CU2511 20250926 ... 82540 82160 CU
2 2 CU2512 20250926 ... 82540 82110 CU
3 3 CU2601 20250926 ... 82530 82090 CU
4 4 CU2602 20250926 ... 82490 81970 CU
5 5 CU2603 20250926 ... 82420 82050 CU
6 6 CU2604 20250926 ... 82450 81900 CU
7 7 CU2605 20250926 ... 82500 82230 CU
8 8 CU2606 20250926 ... 82380 81760 CU
9 9 CU2607 20250926 ... 82200 81710 CU
10 10 CU2608 20250926 ... 82220 81680 CU
11 11 CU2609 20250926 ... 82110 81920 CU
12 12 BC2510 20250926 ... 73250 72920 BC
13 13 BC2511 20250926 ... 73420 73030 BC
14 14 BC2512 20250926 ... 73550 73180 BC
15 15 BC2601 20250926 ... 73160 73160 BC
16 16 BC2602 20250926 ... 73820 73100 BC
17 17 BC2603 20250926 ... 73000 73000 BC
18 18 BC2604 20250926 ... 73000 73000 BC
19 19 BC2605 20250926 ... 72900 72900 BC
20 20 BC2606 20250926 ... 72960 72900 BC
21 21 BC2607 20250926 ... 72840 72800 BC
22 22 BC2608 20250926 ... 73000 73000 BC
23 23 BC2609 20250926 ... 73000 73000 BC
24 24 AL2510 20250926 ... 20765 20765 AL
25 25 AL2511 20250926 ... 20775 20780 AL
26 26 AL2512 20250926 ... 20780 20780 AL
27 27 AL2601 20250926 ... 20780 20780 AL
28 28 AL2602 20250926 ... 20785 20785 AL
29 29 AL2603 20250926 ... 20810 20815 AL
30 30 AL2604 20250926 ... 20840 20830 AL
31 31 AL2605 20250926 ... 20845 20845 AL
32 32 AL2606 20250926 ... 20840 20850 AL
33 33 AL2607 20250926 ... 20860 20850 AL
34 34 AL2608 20250926 ... 20840 20860 AL
35 35 AL2609 20250926 ... 20860 20860 AL
36 36 ZN2510 20250926 ... 22010 21960 ZN
37 37 ZN2511 20250926 ... 22035 21965 ZN
38 38 ZN2512 20250926 ... 22040 21980 ZN
39 39 ZN2601 20250926 ... 22055 21995 ZN
40 40 ZN2602 20250926 ... 22085 22030 ZN
41 41 ZN2603 20250926 ... 22115 22040 ZN
42 42 ZN2604 20250926 ... 22145 22090 ZN
43 43 ZN2605 20250926 ... 22170 22160 ZN
44 44 ZN2606 20250926 ... 22215 22185 ZN
45 45 ZN2607 20250926 ... 22220 22095 ZN
46 46 ZN2608 20250926 ... 22270 22185 ZN
47 47 ZN2609 20250926 ... 22255 22195 ZN
48 48 PB2510 20250926 ... 17055 17070 PB
49 49 PB2511 20250926 ... 17090 17110 PB
50 50 PB2512 20250926 ... 17110 17125 PB
51 51 PB2601 20250926 ... 17125 17135 PB
52 52 PB2602 20250926 ... 17135 17090 PB
53 53 PB2603 20250926 ... 17145 17175 PB
54 54 PB2604 20250926 ... 17150 17215 PB
55 55 PB2605 20250926 ... 17150 17170 PB
56 56 PB2606 20250926 ... 17220 17190 PB
57 57 PB2607 20250926 ... 17175 17175 PB
58 58 PB2608 20250926 ... 17210 17210 PB
59 59 PB2609 20250926 ... 17230 17230 PB
60 60 NI2510 20250926 ... 121620 122390 NI
61 61 NI2511 20250926 ... 121840 122730 NI
62 62 NI2512 20250926 ... 121970 122960 NI
63 63 NI2601 20250926 ... 122210 123080 NI
64 64 NI2602 20250926 ... 122270 123580 NI
65 65 NI2603 20250926 ... 122550 123430 NI
66 66 NI2604 20250926 ... 122830 123660 NI
67 67 NI2605 20250926 ... 123060 123980 NI
68 68 NI2606 20250926 ... 123250 123830 NI
69 69 NI2607 20250926 ... 123370 124190 NI
70 70 NI2608 20250926 ... 123860 125100 NI
71 71 NI2609 20250926 ... 124150 125630 NI
72 72 SN2510 20250926 ... 273130 273150 SN
73 73 SN2511 20250926 ... 273550 273490 SN
74 74 SN2512 20250926 ... 273960 273700 SN
75 75 SN2601 20250926 ... 273970 273840 SN
76 76 SN2602 20250926 ... 274200 273860 SN
77 77 SN2603 20250926 ... 274160 274180 SN
78 78 SN2604 20250926 ... 274280 274410 SN
79 79 SN2605 20250926 ... 274930 274840 SN
80 80 SN2606 20250926 ... 274760 274920 SN
81 81 SN2607 20250926 ... 274780 274910 SN
82 82 SN2608 20250926 ... 275430 275220 SN
83 83 SN2609 20250926 ... 275640 276240 SN
84 84 AO2510 20250926 ... 2871 2875 AO
85 85 AO2511 20250926 ... 2904 2897 AO
86 86 AO2512 20250926 ... 2902 2912 AO
87 87 AO2601 20250926 ... 2916 2927 AO
88 88 AO2602 20250926 ... 2928 2936 AO
89 89 AO2603 20250926 ... 2991 3003 AO
90 90 AO2604 20250926 ... 3001 3007 AO
91 91 AO2605 20250926 ... 3007 3016 AO
92 92 AO2606 20250926 ... 3015 3023 AO
93 93 AO2607 20250926 ... 3021 3032 AO
94 94 AO2608 20250926 ... 3031 3036 AO
95 95 AO2609 20250926 ... 3048 3045 AO
96 96 AD2511 20250926 ... 20315 20360 AD
97 97 AD2512 20250926 ... 20370 20405 AD
98 98 AD2601 20250926 ... 20385 20410 AD
99 99 AD2602 20250926 ... 20410 20440 AD
100 100 AD2603 20250926 ... 20300 20300 AD
101 101 AD2604 20250926 ... 20320 20320 AD
102 102 AD2605 20250926 ... 20320 20320 AD
103 103 AD2606 20250926 ... 20385 20385 AD
104 104 AD2607 20250926 ... 20510 20510 AD
105 105 AD2608 20250926 ... 20515 20515 AD
106 106 AD2609 20250926 ... 20335 20335 AD
107 107 AU2510 20250926 ... 851.5 853.14 AU
108 108 AU2511 20250926 ... 853.38 854.06 AU
109 109 AU2512 20250926 ... 855 855.96 AU
110 110 AU2602 20250926 ... 857.82 858.8 AU
111 111 AU2604 20250926 ... 859.92 860.04 AU
112 112 AU2606 20250926 ... 862.34 863.34 AU
113 113 AU2608 20250926 ... 865.8 865.28 AU
114 114 AU2610 20250926 ... 868.42 869.38 AU
115 115 AG2510 20250926 ... 10483 10358 AG
116 116 AG2511 20250926 ... 10509 10374 AG
117 117 AG2512 20250926 ... 10526 10396 AG
118 118 AG2601 20250926 ... 10528 10407 AG
119 119 AG2602 20250926 ... 10542 10420 AG
120 120 AG2603 20250926 ... 10527 10441 AG
121 121 AG2604 20250926 ... 10545 10454 AG
122 122 AG2605 20250926 ... 10553 10463 AG
123 123 AG2606 20250926 ... 10553 10478 AG
124 124 AG2607 20250926 ... 10548 10491 AG
125 125 AG2608 20250926 ... 10572 10504 AG
126 126 AG2609 20250926 ... 10613 10512 AG
127 127 RB2510 20250926 ... 3050 3072 RB
128 128 RB2511 20250926 ... 3083 3087 RB
129 129 RB2512 20250926 ... 3121 3144 RB
130 130 RB2601 20250926 ... 3139 3164 RB
131 131 RB2602 20250926 ... 3139 3165 RB
132 132 RB2603 20250926 ... 3157 3183 RB
133 133 RB2604 20250926 ... 3177 3204 RB
134 134 RB2605 20250926 ... 3197 3223 RB
135 135 RB2606 20250926 ... 3210 3238 RB
136 136 RB2607 20250926 ... 3217 3247 RB
137 137 RB2608 20250926 ... 3220 3248 RB
138 138 RB2609 20250926 ... 3232 3255 RB
139 139 WR2510 20250926 ... 3219 3233 WR
140 140 WR2511 20250926 ... 3329 3330 WR
141 141 WR2512 20250926 ... 3324 3324 WR
142 142 WR2601 20250926 ... 3342 3339 WR
143 143 WR2602 20250926 ... 3400 3353 WR
144 144 WR2603 20250926 ... 3351 3399 WR
145 145 WR2604 20250926 ... 3370 3389 WR
146 146 WR2605 20250926 ... 3386 3413 WR
147 147 WR2606 20250926 ... 3383 3372 WR
148 148 WR2607 20250926 ... 3390 3390 WR
149 149 WR2608 20250926 ... 3385 3371 WR
150 150 WR2609 20250926 ... 3458 3418 WR
151 151 HC2510 20250926 ... 3404 3415 HC
152 152 HC2511 20250926 ... 3385 3391 HC
153 153 HC2512 20250926 ... 3358 3378 HC
154 154 HC2601 20250926 ... 3330 3354 HC
155 155 HC2602 20250926 ... 3330 3353 HC
156 156 HC2603 20250926 ... 3333 3357 HC
157 157 HC2604 20250926 ... 3337 3358 HC
158 158 HC2605 20250926 ... 3337 3364 HC
159 159 HC2606 20250926 ... 3346 3360 HC
160 160 HC2607 20250926 ... 3355 3376 HC
161 161 HC2608 20250926 ... 3359 3371 HC
162 162 HC2609 20250926 ... 3364 3383 HC
163 163 SS2510 20250926 ... 12735 12800 SS
164 164 SS2511 20250926 ... 12850 12915 SS
165 165 SS2512 20250926 ... 12890 12960 SS
166 166 SS2601 20250926 ... 12950 13020 SS
167 167 SS2602 20250926 ... 12985 13070 SS
168 168 SS2603 20250926 ... 13100 13175 SS
169 169 SS2604 20250926 ... 13160 13215 SS
170 170 SS2605 20250926 ... 13240 13295 SS
171 171 SS2606 20250926 ... 13305 13340 SS
172 172 SS2607 20250926 ... 13350 13410 SS
173 173 SS2608 20250926 ... 13400 13465 SS
174 174 SS2609 20250926 ... 13465 13535 SS
175 175 SC2510 20250926 ... 487.5 489.3 SC
176 176 SC2511 20250926 ... 489.1 488.9 SC
177 177 SC2512 20250926 ... 490.8 489.8 SC
178 178 SC2601 20250926 ... 490.7 489.8 SC
179 179 SC2602 20250926 ... 489.9 488.9 SC
180 180 SC2603 20250926 ... 490 488.3 SC
181 181 SC2604 20250926 ... 490.3 488 SC
182 182 SC2605 20250926 ... 491.2 486.8 SC
183 183 SC2606 20250926 ... 488.9 486.3 SC
184 184 SC2607 20250926 ... 484.9 487.3 SC
185 185 SC2608 20250926 ... 486.6 485.8 SC
186 186 SC2609 20250926 ... 483.8 482.7 SC
187 187 SC2612 20250926 ... 479.5 473.5 SC
188 188 SC2703 20250926 ... 473.1 478.3 SC
189 189 SC2706 20250926 ... 477 476 SC
190 190 SC2709 20250926 ... 477 477 SC
191 191 SC2712 20250926 ... 475.9 477.8 SC
192 192 SC2803 20250926 ... 475 476 SC
193 193 SC2806 20250926 ... 473.8 473.2 SC
194 194 SC2809 20250926 ... 472.1 472.1 SC
195 195 LU2510 20250926 ... 3450 3366 LU
196 196 LU2511 20250926 ... 3470 3435 LU
197 197 LU2512 20250926 ... 3471 3430 LU
198 198 LU2601 20250926 ... 3459 3418 LU
199 199 LU2602 20250926 ... 3440 3400 LU
200 200 LU2603 20250926 ... 3425 3398 LU
201 201 LU2604 20250926 ... 3407 3395 LU
202 202 LU2605 20250926 ... 3437 3390 LU
203 203 LU2606 20250926 ... 3427 3393 LU
204 204 LU2607 20250926 ... 3418 3377 LU
205 205 LU2608 20250926 ... 3392 3366 LU
206 206 LU2609 20250926 ... 3379 3346 LU
207 207 FU2510 20250926 ... 2991 2933 FU
208 208 FU2511 20250926 ... 3002 2948 FU
209 209 FU2512 20250926 ... 2942 2905 FU
210 210 FU2601 20250926 ... 2914 2883 FU
211 211 FU2602 20250926 ... 2893 2865 FU
212 212 FU2603 20250926 ... 2880 2853 FU
213 213 FU2604 20250926 ... 2857 2840 FU
214 214 FU2605 20250926 ... 2843 2827 FU
215 215 FU2606 20250926 ... 2833 2811 FU
216 216 FU2607 20250926 ... 2797 2784 FU
217 217 FU2608 20250926 ... 2769 2758 FU
218 218 FU2609 20250926 ... 2748 2737 FU
219 219 BU2510 20250926 ... 3472 3444 BU
220 220 BU2511 20250926 ... 3451 3426 BU
221 221 BU2512 20250926 ... 3408 3373 BU
222 222 BU2601 20250926 ... 3387 3341 BU
223 223 BU2602 20250926 ... 3389 3348 BU
224 224 BU2603 20250926 ... 3407 3361 BU
225 225 BU2604 20250926 ... 3373 3337 BU
226 226 BU2605 20250926 ... 3416 3365 BU
227 227 BU2606 20250926 ... 3404 3362 BU
228 228 BU2607 20250926 ... 3407 3365 BU
229 229 BU2608 20250926 ... 3384 3344 BU
230 230 BU2609 20250926 ... 3386 3352 BU
231 231 BU2612 20250926 ... 3340 3319 BU
232 232 BU2703 20250926 ... 3329 3329 BU
233 233 BU2706 20250926 ... 3347 3327 BU
234 234 BU2709 20250926 ... 3354 3333 BU
235 235 BR2510 20250926 ... 11385 11560 BR
236 236 BR2511 20250926 ... 11360 11555 BR
237 237 BR2512 20250926 ... 11365 11555 BR
238 238 BR2601 20250926 ... 11340 11545 BR
239 239 BR2602 20250926 ... 11330 11555 BR
240 240 BR2603 20250926 ... 11355 11595 BR
241 241 BR2604 20250926 ... 11385 11640 BR
242 242 BR2605 20250926 ... 11430 11615 BR
243 243 BR2606 20250926 ... 11440 11620 BR
244 244 BR2607 20250926 ... 11635 11745 BR
245 245 BR2608 20250926 ... 11610 11745 BR
246 246 BR2609 20250926 ... 11675 11750 BR
247 247 RU2510 20250926 ... 14530 14680 RU
248 248 RU2511 20250926 ... 14555 14705 RU
249 249 RU2601 20250926 ... 15425 15630 RU
250 250 RU2603 20250926 ... 15425 15625 RU
251 251 RU2604 20250926 ... 15425 15625 RU
252 252 RU2605 20250926 ... 15395 15575 RU
253 253 RU2606 20250926 ... 15400 15635 RU
254 254 RU2607 20250926 ... 15395 15580 RU
255 255 RU2608 20250926 ... 15405 15625 RU
256 256 RU2609 20250926 ... 15370 15550 RU
257 257 NR2510 20250926 ... 12320 12440 NR
258 258 NR2511 20250926 ... 12350 12485 NR
259 259 NR2512 20250926 ... 12375 12500 NR
260 260 NR2601 20250926 ... 12395 12525 NR
261 261 NR2602 20250926 ... 12380 12520 NR
262 262 NR2603 20250926 ... 12455 12530 NR
263 263 NR2604 20250926 ... 12390 12565 NR
264 264 NR2605 20250926 ... 12460 12575 NR
265 265 NR2606 20250926 ... 12465 12600 NR
266 266 NR2607 20250926 ... 12650 12650 NR
267 267 NR2608 20250926 ... 12685 12685 NR
268 268 NR2609 20250926 ... 12510 12510 NR
269 269 SP2510 20250926 ... 5000 5018 SP
270 270 SP2511 20250926 ... 5034 5050 SP
271 271 SP2512 20250926 ... 5050 5068 SP
272 272 SP2601 20250926 ... 5290 5304 SP
273 273 SP2602 20250926 ... 5282 5292 SP
274 274 SP2603 20250926 ... 5302 5310 SP
275 275 SP2604 20250926 ... 5312 5318 SP
276 276 SP2605 20250926 ... 5308 5318 SP
277 277 SP2606 20250926 ... 5296 5324 SP
278 278 SP2607 20250926 ... 5300 5320 SP
279 279 SP2608 20250926 ... 5316 5326 SP
280 280 SP2609 20250926 ... 5318 5328 SP
281 281 OP2601 20250926 ... 4232 4238 OP
282 282 OP2602 20250926 ... 4228 4228 OP
283 283 OP2603 20250926 ... 4260 4266 OP
284 284 OP2604 20250926 ... 4274 4262 OP
285 285 OP2605 20250926 ... 4266 4266 OP
286 286 OP2606 20250926 ... 4236 4236 OP
287 287 OP2607 20250926 ... 4238 4238 OP
288 288 OP2608 20250926 ... 4240 4240 OP
289 289 OP2609 20250926 ... 4334 4336 OP
290 290 EC2510 20250926 ... 1150.8 1160.6 EC
291 291 EC2512 20250926 ... 1780.6 1746.6 EC
292 292 EC2602 20250926 ... 1691.9 1647.8 EC
293 293 EC2604 20250926 ... 1279.1 1276.4 EC
294 294 EC2606 20250926 ... 1482.6 1467.5 EC
295 295 EC2608 20250926 ... 1631 1619.8 EC
296 297 SC_TAS2511 20250926 ... SC_TAS
297 298 SC_TAS2512 20250926 ... SC_TAS
298 299 SC_TAS2601 20250926 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 16:26:10,876 - future_1d - INFO - ak.get_shfe_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 a2511 20250926 3931.0 ... 3940.00 3930.00 A
1 a2601 20250926 3910.0 ... 3918.00 3912.00 A
2 a2603 20250926 3917.0 ... 3922.00 3912.00 A
3 a2605 20250926 3949.0 ... 3951.00 3944.00 A
4 a2607 20250926 3949.0 ... 3945.00 3943.00 A
5 a2609 20250926 3949.0 ... 3948.00 3951.00 A
6 b2510 20250926 3654.0 ... 3630.00 3628.00 B
7 b2511 20250926 3655.0 ... 3627.00 3636.00 B
8 b2512 20250926 3665.0 ... 3647.00 3652.00 B
9 b2601 20250926 3662.0 ... 3647.00 3651.00 B
10 b2602 20250926 3665.0 ... 3649.00 3654.00 B
11 b2603 20250926 3629.0 ... 3615.00 3618.00 B
12 b2604 20250926 3521.0 ... 3520.00 3521.00 B
13 b2605 20250926 3460.0 ... 3449.00 3450.00 B
14 b2606 20250926 3427.0 ... 3422.00 3426.00 B
15 b2607 20250926 3470.0 ... 3428.00 3429.00 B
16 b2608 20250926 3527.0 ... 3520.00 3525.00 B
17 b2609 20250926 3541.0 ... 3535.00 3538.00 B
18 bb2511 20250926 141.9 ... 141.90 142.00 BB
19 bb2601 20250926 147.0 ... 147.00 146.95 BB
20 bb2603 20250926 0.0 ... 147.00 147.00 BB
21 bb2605 20250926 0.0 ... 141.70 141.70 BB
22 bb2607 20250926 0.0 ... 146.45 146.45 BB
23 bb2609 20250926 0.0 ... 146.45 146.45 BB
24 bz2603 20250926 5922.0 ... 5906.00 5930.00 BZ
25 bz2604 20250926 5892.0 ... 5880.00 5914.00 BZ
26 bz2605 20250926 0.0 ... 5936.00 5939.00 BZ
27 bz2606 20250926 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250926 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250926 0.0 ... 5883.00 5884.00 BZ
30 bz2609 20250926 0.0 ... 5884.00 5884.00 BZ
31 c2511 20250926 2159.0 ... 2176.00 2166.00 C
32 c2601 20250926 2134.0 ... 2137.00 2136.00 C
33 c2603 20250926 2143.0 ... 2146.00 2144.00 C
34 c2605 20250926 2197.0 ... 2203.00 2199.00 C
35 c2607 20250926 2208.0 ... 2213.00 2211.00 C
36 c2609 20250926 2224.0 ... 2228.00 2227.00 C
37 cs2511 20250926 2474.0 ... 2485.00 2476.00 CS
38 cs2601 20250926 2461.0 ... 2467.00 2466.00 CS
39 cs2603 20250926 2462.0 ... 2466.00 2466.00 CS
40 cs2605 20250926 2538.0 ... 2547.00 2546.00 CS
41 cs2607 20250926 2550.0 ... 2551.00 2551.00 CS
42 cs2609 20250926 2584.0 ... 2586.00 2590.00 CS
43 eb2510 20250926 6919.0 ... 6899.00 6919.00 EB
44 eb2511 20250926 6945.0 ... 6939.00 6958.00 EB
45 eb2512 20250926 6958.0 ... 6954.00 6974.00 EB
46 eb2601 20250926 7004.0 ... 6980.00 7000.00 EB
47 eb2602 20250926 7010.0 ... 7021.00 7030.00 EB
48 eb2603 20250926 7031.0 ... 7058.00 7069.00 EB
49 eb2604 20250926 7106.0 ... 7103.00 7098.00 EB
50 eb2605 20250926 7095.0 ... 7103.00 7111.00 EB
51 eb2606 20250926 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250926 0.0 ... 7134.00 7134.00 EB
53 eb2608 20250926 0.0 ... 7177.00 7177.00 EB
54 eb2609 20250926 0.0 ... 7177.00 7177.00 EB
55 eg2510 20250926 4278.0 ... 4269.00 4300.00 EG
56 eg2511 20250926 4239.0 ... 4221.00 4230.00 EG
57 eg2512 20250926 4212.0 ... 4218.00 4236.00 EG
58 eg2601 20250926 4254.0 ... 4227.00 4249.00 EG
59 eg2602 20250926 4239.0 ... 4231.00 4260.00 EG
60 eg2603 20250926 4249.0 ... 4252.00 4270.00 EG
61 eg2604 20250926 0.0 ... 4276.00 4285.00 EG
62 eg2605 20250926 4310.0 ... 4285.00 4309.00 EG
63 eg2606 20250926 0.0 ... 4300.00 4300.00 EG
64 eg2607 20250926 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250926 0.0 ... 4346.00 4346.00 EG
66 eg2609 20250926 4450.0 ... 4367.00 4346.00 EG
67 fb2510 20250926 1287.0 ... 1270.00 1262.50 FB
68 fb2511 20250926 1256.0 ... 1254.50 1254.50 FB
69 fb2512 20250926 1255.5 ... 1255.00 1253.50 FB
70 fb2601 20250926 1255.5 ... 1254.50 1255.00 FB
71 fb2602 20250926 1253.5 ... 1253.50 1255.00 FB
72 fb2603 20250926 1245.0 ... 1243.50 1245.50 FB
73 fb2604 20250926 1233.5 ... 1254.50 1252.00 FB
74 fb2605 20250926 1311.0 ... 1300.50 1292.50 FB
75 fb2606 20250926 1288.5 ... 1276.50 1292.00 FB
76 fb2607 20250926 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250926 0.0 ... 1308.00 1308.00 FB
78 fb2609 20250926 0.0 ... 1296.00 1296.00 FB
79 i2510 20250926 818.0 ... 813.50 821.00 I
80 i2511 20250926 816.5 ... 809.50 816.00 I
81 i2512 20250926 811.0 ... 805.00 811.00 I
82 i2601 20250926 804.0 ... 796.50 804.00 I
83 i2602 20250926 801.0 ... 790.50 799.50 I
84 i2603 20250926 796.0 ... 787.50 794.50 I
85 i2604 20250926 791.0 ... 784.50 791.00 I
86 i2605 20250926 784.0 ... 776.50 784.50 I
87 i2606 20250926 779.0 ... 772.00 779.50 I
88 i2607 20250926 774.0 ... 767.00 774.50 I
89 i2608 20250926 770.0 ... 763.50 769.50 I
90 i2609 20250926 764.0 ... 755.50 764.00 I
91 j2510 20250926 1631.0 ... 1619.50 1645.00 J
92 j2511 20250926 1663.5 ... 1643.50 1667.00 J
93 j2512 20250926 1695.0 ... 1684.50 1715.50 J
94 j2601 20250926 1751.0 ... 1718.50 1741.00 J
95 j2602 20250926 1751.0 ... 1747.50 1757.50 J
96 j2603 20250926 1778.0 ... 1778.00 1783.00 J
97 j2604 20250926 0.0 ... 1841.50 1841.50 J
98 j2605 20250926 1892.0 ... 1862.50 1885.50 J
99 j2606 20250926 1901.0 ... 1901.00 1901.00 J
100 j2607 20250926 0.0 ... 1903.50 1910.50 J
101 j2608 20250926 0.0 ... 1919.50 1919.50 J
102 j2609 20250926 1948.5 ... 1933.50 1956.50 J
103 jd2510 20250926 2971.0 ... 2952.00 2977.00 JD
104 jd2511 20250926 3068.0 ... 3051.00 3073.00 JD
105 jd2512 20250926 3195.0 ... 3182.00 3203.00 JD
106 jd2601 20250926 3370.0 ... 3360.00 3365.00 JD
107 jd2602 20250926 3116.0 ... 3106.00 3117.00 JD
108 jd2603 20250926 3142.0 ... 3130.00 3145.00 JD
109 jd2604 20250926 3265.0 ... 3253.00 3265.00 JD
110 jd2605 20250926 3391.0 ... 3385.00 3392.00 JD
111 jd2606 20250926 3231.0 ... 3226.00 3234.00 JD
112 jd2607 20250926 3474.0 ... 3470.00 3478.00 JD
113 jd2608 20250926 3920.0 ... 3918.00 3920.00 JD
114 jd2609 20250926 3769.0 ... 3787.00 3920.00 JD
115 jm2510 20250926 1027.0 ... 1037.00 1026.00 JM
116 jm2511 20250926 1086.0 ... 1071.50 1080.50 JM
117 jm2512 20250926 1156.5 ... 1142.00 1152.50 JM
118 jm2601 20250926 1229.5 ... 1214.50 1229.00 JM
119 jm2602 20250926 1252.0 ... 1237.00 1250.50 JM
120 jm2603 20250926 1274.0 ... 1256.50 1272.00 JM
121 jm2604 20250926 1292.0 ... 1278.50 1294.50 JM
122 jm2605 20250926 1327.0 ... 1304.00 1318.00 JM
123 jm2606 20250926 1337.5 ... 1319.00 1334.00 JM
124 jm2607 20250926 1351.0 ... 1333.50 1346.50 JM
125 jm2608 20250926 1371.5 ... 1350.50 1362.00 JM
126 jm2609 20250926 1394.0 ... 1374.00 1389.00 JM
127 l2510 20250926 7067.0 ... 7072.00 7096.00 L
128 l2511 20250926 7117.0 ... 7103.00 7123.00 L
129 l2512 20250926 7140.0 ... 7138.00 7151.00 L
130 l2601 20250926 7161.0 ... 7163.00 7168.00 L
131 l2602 20250926 7154.0 ... 7161.00 7163.00 L
132 l2603 20250926 7170.0 ... 7186.00 7176.00 L
133 l2604 20250926 7187.0 ... 7210.00 7212.00 L
134 l2605 20250926 7208.0 ... 7200.00 7203.00 L
135 l2606 20250926 7176.0 ... 7208.00 7201.00 L
136 l2607 20250926 7213.0 ... 7227.00 7220.00 L
137 l2608 20250926 7217.0 ... 7245.00 7230.00 L
138 l2609 20250926 7205.0 ... 7228.00 7230.00 L
139 lg2511 20250926 806.0 ... 807.50 804.50 LG
140 lg2601 20250926 822.5 ... 820.50 819.50 LG
141 lg2603 20250926 825.5 ... 825.50 825.00 LG
142 lg2605 20250926 829.0 ... 828.50 827.50 LG
143 lg2607 20250926 829.0 ... 829.50 827.50 LG
144 lg2609 20250926 816.5 ... 816.50 827.50 LG
145 lh2511 20250926 12660.0 ... 12625.00 12700.00 LH
146 lh2601 20250926 13300.0 ... 13180.00 13325.00 LH
147 lh2603 20250926 12750.0 ... 12660.00 12745.00 LH
148 lh2605 20250926 13145.0 ... 13070.00 13145.00 LH
149 lh2607 20250926 13810.0 ... 13655.00 13805.00 LH
150 lh2609 20250926 14200.0 ... 14220.00 13805.00 LH
151 m2511 20250926 2942.0 ... 2916.00 2934.00 M
152 m2512 20250926 2979.0 ... 2960.00 2973.00 M
153 m2601 20250926 2972.0 ... 2949.00 2961.00 M
154 m2603 20250926 2936.0 ... 2921.00 2929.00 M
155 m2605 20250926 2768.0 ... 2755.00 2759.00 M
156 m2607 20250926 2753.0 ... 2744.00 2749.00 M
157 m2608 20250926 2870.0 ... 2860.00 2864.00 M
158 m2609 20250926 2877.0 ... 2863.00 2870.00 M
159 p2510 20250926 9060.0 ... 9126.00 9072.00 P
160 p2511 20250926 9156.0 ... 9208.00 9162.00 P
161 p2512 20250926 9212.0 ... 9232.00 9186.00 P
162 p2601 20250926 9242.0 ... 9266.00 9214.00 P
163 p2602 20250926 9212.0 ... 9218.00 9184.00 P
164 p2603 20250926 9142.0 ... 9160.00 9142.00 P
165 p2604 20250926 9152.0 ... 9154.00 9092.00 P
166 p2605 20250926 9066.0 ... 9076.00 9030.00 P
167 p2606 20250926 8936.0 ... 8978.00 8928.00 P
168 p2607 20250926 8858.0 ... 8876.00 8834.00 P
169 p2608 20250926 8770.0 ... 8776.00 8750.00 P
170 p2609 20250926 8654.0 ... 8686.00 8646.00 P
171 pg2510 20250926 4367.0 ... 4432.00 4352.00 PG
172 pg2511 20250926 4267.0 ... 4285.00 4258.00 PG
173 pg2512 20250926 4191.0 ... 4215.00 4196.00 PG
174 pg2601 20250926 4145.0 ... 4150.00 4137.00 PG
175 pg2602 20250926 4079.0 ... 4085.00 4072.00 PG
176 pg2603 20250926 3991.0 ... 4003.00 3992.00 PG
177 pg2604 20250926 4371.0 ... 4367.00 4357.00 PG
178 pg2605 20250926 4280.0 ... 4285.00 4270.00 PG
179 pg2606 20250926 4223.0 ... 4228.00 4220.00 PG
180 pg2607 20250926 0.0 ... 4154.00 4154.00 PG
181 pg2608 20250926 4102.0 ... 4109.00 4116.00 PG
182 pg2609 20250926 4091.0 ... 4093.00 4116.00 PG
183 pp2510 20250926 6782.0 ... 6795.00 6784.00 PP
184 pp2511 20250926 6838.0 ... 6830.00 6827.00 PP
185 pp2512 20250926 6853.0 ... 6869.00 6861.00 PP
186 pp2601 20250926 6890.0 ... 6900.00 6893.00 PP
187 pp2602 20250926 6866.0 ... 6889.00 6877.00 PP
188 pp2603 20250926 6883.0 ... 6890.00 6880.00 PP
189 pp2604 20250926 6894.0 ... 6917.00 6918.00 PP
190 pp2605 20250926 6941.0 ... 6944.00 6935.00 PP
191 pp2606 20250926 6907.0 ... 6921.00 6908.00 PP
192 pp2607 20250926 6892.0 ... 6893.00 6883.00 PP
193 pp2608 20250926 6882.0 ... 6900.00 6884.00 PP
194 pp2609 20250926 6911.0 ... 6924.00 6911.00 PP
195 rr2510 20250926 3623.0 ... 3623.00 3618.00 RR
196 rr2511 20250926 3616.0 ... 3613.00 3612.00 RR
197 rr2512 20250926 3613.0 ... 3614.00 3614.00 RR
198 rr2601 20250926 3624.0 ... 3620.00 3622.00 RR
199 rr2602 20250926 3605.0 ... 3606.00 3605.00 RR
200 rr2603 20250926 3614.0 ... 3614.00 3612.00 RR
201 rr2604 20250926 0.0 ... 3616.00 3616.00 RR
202 rr2605 20250926 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250926 0.0 ... 3600.00 3600.00 RR
204 rr2607 20250926 0.0 ... 3609.00 3609.00 RR
205 rr2608 20250926 0.0 ... 3614.00 3614.00 RR
206 rr2609 20250926 0.0 ... 3614.00 3614.00 RR
207 v2510 20250926 4808.0 ... 4788.00 4808.00 V
208 v2511 20250926 4841.0 ... 4817.00 4838.00 V
209 v2512 20250926 4884.0 ... 4858.00 4877.00 V
210 v2601 20250926 4930.0 ... 4902.00 4925.00 V
211 v2602 20250926 4957.0 ... 4941.00 4964.00 V
212 v2603 20250926 4980.0 ... 4971.00 4996.00 V
213 v2604 20250926 5192.0 ... 5174.00 5191.00 V
214 v2605 20250926 5237.0 ... 5205.00 5226.00 V
215 v2606 20250926 5236.0 ... 5248.00 5262.00 V
216 v2607 20250926 5268.0 ... 5277.00 5294.00 V
217 v2608 20250926 5305.0 ... 5302.00 5331.00 V
218 v2609 20250926 5350.0 ... 5341.00 5355.00 V
219 y2511 20250926 8200.0 ... 8202.00 8188.00 Y
220 y2512 20250926 8266.0 ... 8248.00 8238.00 Y
221 y2601 20250926 8208.0 ... 8192.00 8180.00 Y
222 y2603 20250926 8148.0 ... 8140.00 8112.00 Y
223 y2605 20250926 7940.0 ... 7946.00 7924.00 Y
224 y2607 20250926 7910.0 ... 7908.00 7878.00 Y
225 y2608 20250926 7888.0 ... 7896.00 7880.00 Y
226 y2609 20250926 7868.0 ... 7876.00 7852.00 Y
[227 rows x 12 columns]
2025-10-10 16:26:11,577 - future_1d - INFO - ak.get_dce_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 PS2510 20250926 51070.0 ... 51505.0 51595.0 PS
1 PS2511 20250926 51100.0 ... 51420.0 51360.0 PS
2 PS2512 20250926 53360.0 ... 53780.0 53675.0 PS
3 PS2601 20250926 53010.0 ... 53310.0 53200.0 PS
4 PS2602 20250926 52790.0 ... 53110.0 53205.0 PS
5 PS2603 20250926 52780.0 ... 53220.0 53035.0 PS
6 PS2604 20250926 52690.0 ... 53190.0 53005.0 PS
7 PS2605 20250926 52655.0 ... 53080.0 52930.0 PS
8 PS2606 20250926 54680.0 ... 54975.0 54935.0 PS
9 PS2607 20250926 54820.0 ... 54945.0 54870.0 PS
10 PS2608 20250926 54390.0 ... 54565.0 54605.0 PS
11 PS2609 20250926 54000.0 ... 54550.0 54620.0 PS
13 SI2510 20250926 8965.0 ... 8975.0 9020.0 SI
14 SI2511 20250926 9005.0 ... 9000.0 9030.0 SI
15 SI2512 20250926 9280.0 ... 9395.0 9425.0 SI
16 SI2601 20250926 9365.0 ... 9360.0 9390.0 SI
17 SI2602 20250926 9375.0 ... 9360.0 9390.0 SI
18 SI2603 20250926 9380.0 ... 9395.0 9420.0 SI
19 SI2604 20250926 9355.0 ... 9205.0 9405.0 SI
20 SI2605 20250926 9405.0 ... 9390.0 9420.0 SI
21 SI2606 20250926 9405.0 ... 9400.0 9445.0 SI
22 SI2607 20250926 9340.0 ... 9390.0 9465.0 SI
23 SI2608 20250926 0.0 ... 9415.0 9425.0 SI
24 SI2609 20250926 9335.0 ... 9410.0 9425.0 SI
27 LC2510 20250926 74200.0 ... 72920.0 73100.0 LC
28 LC2511 20250926 73800.0 ... 73240.0 73580.0 LC
29 LC2512 20250926 73840.0 ... 73340.0 73660.0 LC
30 LC2601 20250926 73800.0 ... 73180.0 73620.0 LC
31 LC2602 20250926 73360.0 ... 72840.0 73360.0 LC
32 LC2603 20250926 73340.0 ... 72940.0 73480.0 LC
33 LC2604 20250926 73760.0 ... 73320.0 73760.0 LC
34 LC2605 20250926 73680.0 ... 73340.0 73740.0 LC
35 LC2606 20250926 73740.0 ... 73160.0 73460.0 LC
36 LC2607 20250926 73400.0 ... 73060.0 73360.0 LC
37 LC2608 20250926 73600.0 ... 73020.0 73480.0 LC
38 LC2609 20250926 73780.0 ... 72980.0 73540.0 LC
[36 rows x 12 columns]
2025-10-10 16:26:11,853 - future_1d - INFO - ak.get_gfex_daily('2025-09-26') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250926 8650.0 8705.0 ... 32830.24 8628.0 8585.0 AP
1 AP511 20250926 8482.0 8551.0 ... 64283.35 8440.0 8440.0 AP
2 AP512 20250926 8408.0 8453.0 ... 4236.59 8373.0 8367.0 AP
3 AP601 20250926 8445.0 8486.0 ... 920217.60 8384.0 8385.0 AP
4 AP603 20250926 8284.0 8335.0 ... 1245.90 8251.0 8244.0 AP
5 AP604 20250926 8293.0 8304.0 ... 322.09 8259.0 8231.0 AP
6 AP605 20250926 8322.0 8342.0 ... 10576.05 8269.0 8264.0 AP
7 CF511 20250926 13550.0 13560.0 ... 244914.87 13500.0 13560.0 CF
8 CF601 20250926 13520.0 13530.0 ... 1320704.33 13460.0 13515.0 CF
9 CF603 20250926 13495.0 13500.0 ... 2295.40 13425.0 13485.0 CF
10 CF605 20250926 13520.0 13530.0 ... 136252.22 13460.0 13510.0 CF
11 CF607 20250926 13530.0 13530.0 ... 1684.50 13475.0 13535.0 CF
12 CF609 20250926 13660.0 13675.0 ... 886.12 13635.0 13695.0 CF
13 CJ512 20250926 10950.0 11240.0 ... 6835.98 11115.0 10905.0 CJ
14 CJ601 20250926 10965.0 11295.0 ... 1387747.55 11175.0 10960.0 CJ
15 CJ603 20250926 10940.0 11265.0 ... 13373.90 11155.0 10925.0 CJ
16 CJ605 20250926 10980.0 11345.0 ... 209953.85 11205.0 10990.0 CJ
17 CJ607 20250926 11085.0 11430.0 ... 3567.35 11325.0 11075.0 CJ
18 CJ609 20250926 11205.0 11500.0 ... 1895.03 11415.0 11210.0 CJ
19 CY510 20250926 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250926 19800.0 19800.0 ... 117911.29 19745.0 19780.0 CY
21 CY512 20250926 0.0 0.0 ... 0.00 19515.0 19515.0 CY
22 CY601 20250926 19710.0 19710.0 ... 4813.33 19645.0 19690.0 CY
23 CY602 20250926 0.0 0.0 ... 0.00 19600.0 19745.0 CY
24 CY603 20250926 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250926 0.0 0.0 ... 0.00 19545.0 19730.0 CY
26 CY605 20250926 0.0 0.0 ... 0.00 19695.0 19735.0 CY
27 CY606 20250926 0.0 0.0 ... 0.00 19555.0 19735.0 CY
28 CY607 20250926 0.0 0.0 ... 0.00 19965.0 20005.0 CY
29 CY608 20250926 19735.0 19735.0 ... 9.87 19735.0 19930.0 CY
30 CY609 20250926 0.0 0.0 ... 0.00 19965.0 20035.0 CY
31 FG510 20250926 1148.0 1149.0 ... 6227.20 1135.0 1135.0 FG
32 FG511 20250926 1152.0 1154.0 ... 248392.91 1140.0 1145.0 FG
33 FG512 20250926 1267.0 1272.0 ... 82814.46 1259.0 1265.0 FG
34 FG601 20250926 1269.0 1269.0 ... 5956727.16 1257.0 1260.0 FG
35 FG602 20250926 1319.0 1320.0 ... 66962.99 1310.0 1308.0 FG
36 FG603 20250926 1318.0 1321.0 ... 4278.31 1314.0 1314.0 FG
37 FG604 20250926 1380.0 1388.0 ... 3062.79 1381.0 1380.0 FG
38 FG605 20250926 1381.0 1386.0 ... 198434.70 1376.0 1373.0 FG
39 FG606 20250926 1410.0 1413.0 ... 2506.00 1403.0 1402.0 FG
40 FG607 20250926 1403.0 1409.0 ... 2477.59 1398.0 1398.0 FG
41 FG608 20250926 1443.0 1445.0 ... 1872.73 1438.0 1435.0 FG
42 FG609 20250926 1450.0 1455.0 ... 7399.11 1440.0 1440.0 FG
43 JR511 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250926 2263.0 2272.0 ... 8466.11 2258.0 2263.0 MA
52 MA511 20250926 2303.0 2315.0 ... 170232.83 2297.0 2298.0 MA
53 MA512 20250926 2334.0 2350.0 ... 115920.38 2330.0 2333.0 MA
54 MA601 20250926 2355.0 2372.0 ... 1308287.12 2352.0 2357.0 MA
55 MA602 20250926 2383.0 2399.0 ... 55043.79 2373.0 2380.0 MA
56 MA603 20250926 2395.0 2412.0 ... 6294.81 2394.0 2397.0 MA
57 MA604 20250926 0.0 0.0 ... 0.00 2394.0 2394.0 MA
58 MA605 20250926 2384.0 2403.0 ... 60556.23 2385.0 2383.0 MA
59 MA606 20250926 0.0 0.0 ... 0.00 2392.0 2392.0 MA
60 MA607 20250926 2358.0 2380.0 ... 42.62 2368.0 2369.0 MA
61 MA608 20250926 2364.0 2382.0 ... 4.75 2373.0 2370.0 MA
62 MA609 20250926 2343.0 2363.0 ... 803.91 2344.0 2345.0 MA
63 OI511 20250926 10334.0 10369.0 ... 576141.43 10320.0 10195.0 OI
64 OI601 20250926 10143.0 10196.0 ... 3072674.19 10146.0 10033.0 OI
65 OI603 20250926 9912.0 9952.0 ... 16712.23 9912.0 9792.0 OI
66 OI605 20250926 9654.0 9681.0 ... 194734.19 9632.0 9551.0 OI
67 OI607 20250926 9620.0 9620.0 ... 1005.92 9580.0 9549.0 OI
68 OI609 20250926 9569.0 9569.0 ... 1087.28 9538.0 9524.0 OI
69 PF510 20250926 6374.0 6374.0 ... 2019.09 6350.0 6358.0 PF
70 PF511 20250926 6364.0 6366.0 ... 644390.00 6344.0 6328.0 PF
71 PF512 20250926 6326.0 6328.0 ... 391647.53 6310.0 6288.0 PF
72 PF601 20250926 6374.0 6374.0 ... 27749.27 6356.0 6346.0 PF
73 PF602 20250926 6370.0 6378.0 ... 107234.64 6354.0 6334.0 PF
74 PF603 20250926 6368.0 6382.0 ... 133.77 6370.0 6350.0 PF
75 PF604 20250926 6418.0 6426.0 ... 22.45 6414.0 6408.0 PF
76 PF605 20250926 6440.0 6450.0 ... 22.54 6440.0 6434.0 PF
77 PF606 20250926 6416.0 6448.0 ... 16.09 6436.0 6414.0 PF
78 PF607 20250926 6440.0 6462.0 ... 9.68 6454.0 6484.0 PF
79 PF608 20250926 0.0 0.0 ... 0.00 6472.0 6496.0 PF
80 PF609 20250926 6504.0 6504.0 ... 3.25 6504.0 6508.0 PF
81 PK510 20250926 7788.0 7808.0 ... 9985.63 7784.0 7770.0 PK
82 PK511 20250926 7784.0 7810.0 ... 258564.65 7784.0 7766.0 PK
83 PK512 20250926 7758.0 7788.0 ... 81961.25 7770.0 7762.0 PK
84 PK601 20250926 7776.0 7786.0 ... 51830.08 7768.0 7776.0 PK
85 PK603 20250926 7798.0 7810.0 ... 62.43 7804.0 7812.0 PK
86 PK604 20250926 7816.0 7836.0 ... 66.47 7820.0 7836.0 PK
87 PK605 20250926 7834.0 7836.0 ... 3842.69 7826.0 7834.0 PK
88 PL601 20250926 6366.0 6401.0 ... 32275.72 6376.0 6372.0 PL
89 PL602 20250926 6385.0 6416.0 ... 563.10 6399.0 6402.0 PL
90 PL603 20250926 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250926 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250926 0.0 0.0 ... 0.00 6350.0 6350.0 PL
93 PL606 20250926 0.0 0.0 ... 0.00 6428.0 6419.0 PL
94 PL607 20250926 6326.0 6472.0 ... 25.60 6399.0 6410.0 PL
95 PL608 20250926 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250926 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250926 5858.0 5858.0 ... 70.17 5848.0 5856.0 PR
104 PR511 20250926 5844.0 5844.0 ... 495894.24 5818.0 5816.0 PR
105 PR512 20250926 5834.0 5844.0 ... 487434.61 5818.0 5814.0 PR
106 PR601 20250926 5828.0 5836.0 ... 163974.75 5808.0 5812.0 PR
107 PR602 20250926 5850.0 5856.0 ... 1612.96 5844.0 5848.0 PR
108 PR603 20250926 5850.0 5850.0 ... 96.21 5832.0 5840.0 PR
109 PR604 20250926 5850.0 5860.0 ... 26.34 5854.0 5868.0 PR
110 PR605 20250926 5858.0 5870.0 ... 17.59 5864.0 5882.0 PR
111 PR606 20250926 0.0 0.0 ... 0.00 5902.0 5918.0 PR
112 PR607 20250926 0.0 0.0 ... 0.00 5902.0 5902.0 PR
113 PR608 20250926 0.0 0.0 ... 0.00 5914.0 5940.0 PR
114 PR609 20250926 0.0 0.0 ... 0.00 5918.0 5924.0 PR
115 PX510 20250926 6672.0 6686.0 ... 2010.23 6668.0 6470.0 PX
116 PX511 20250926 6672.0 6704.0 ... 765735.73 6664.0 6640.0 PX
117 PX512 20250926 6658.0 6684.0 ... 234986.91 6648.0 6638.0 PX
118 PX601 20250926 6662.0 6676.0 ... 146711.28 6646.0 6636.0 PX
119 PX602 20250926 6678.0 6688.0 ... 9167.51 6660.0 6654.0 PX
120 PX603 20250926 6654.0 6654.0 ... 125.97 6630.0 6630.0 PX
121 PX604 20250926 6658.0 6658.0 ... 3.33 6658.0 6690.0 PX
122 PX605 20250926 6680.0 6714.0 ... 1079.85 6686.0 6672.0 PX
123 PX606 20250926 6684.0 6684.0 ... 6.68 6682.0 6692.0 PX
124 PX607 20250926 6670.0 6670.0 ... 6.67 6670.0 6700.0 PX
125 PX608 20250926 6686.0 6686.0 ... 3.34 6686.0 6674.0 PX
126 PX609 20250926 6686.0 6690.0 ... 10.03 6690.0 6678.0 PX
127 RI511 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250926 2479.0 2490.0 ... 6809.30 2474.0 2479.0 RM
134 RM601 20250926 2440.0 2452.0 ... 735276.09 2429.0 2424.0 RM
135 RM603 20250926 2356.0 2363.0 ... 8334.76 2346.0 2343.0 RM
136 RM605 20250926 2343.0 2345.0 ... 125577.81 2334.0 2328.0 RM
137 RM607 20250926 2331.0 2333.0 ... 4549.33 2322.0 2319.0 RM
138 RM608 20250926 2428.0 2429.0 ... 266.48 2423.0 2420.0 RM
139 RM609 20250926 2422.0 2424.0 ... 1778.82 2414.0 2412.0 RM
140 RS511 20250926 5296.0 5458.0 ... 359.68 5368.0 5311.0 RS
141 RS607 20250926 5579.0 5668.0 ... 150.41 5571.0 5562.0 RS
142 RS608 20250926 5531.0 5584.0 ... 211.20 5558.0 5552.0 RS
143 RS609 20250926 5575.0 5583.0 ... 189.00 5559.0 5556.0 RS
144 SA510 20250926 1228.0 1228.0 ... 4908.89 1212.0 1222.0 SA
145 SA511 20250926 1237.0 1237.0 ... 253828.17 1224.0 1232.0 SA
146 SA512 20250926 1300.0 1303.0 ... 200074.68 1287.0 1298.0 SA
147 SA601 20250926 1313.0 1316.0 ... 2932973.47 1301.0 1311.0 SA
148 SA602 20250926 1340.0 1345.0 ... 45541.78 1331.0 1340.0 SA
149 SA603 20250926 1347.0 1348.0 ... 2667.65 1339.0 1347.0 SA
150 SA604 20250926 1392.0 1392.0 ... 1003.41 1386.0 1393.0 SA
151 SA605 20250926 1403.0 1405.0 ... 117671.80 1392.0 1400.0 SA
152 SA606 20250926 1411.0 1415.0 ... 1107.30 1405.0 1413.0 SA
153 SA607 20250926 1418.0 1418.0 ... 1165.75 1408.0 1418.0 SA
154 SA608 20250926 1450.0 1450.0 ... 789.08 1440.0 1449.0 SA
155 SA609 20250926 1459.0 1459.0 ... 5716.70 1446.0 1455.0 SA
156 SF510 20250926 5566.0 5566.0 ... 1715.21 5480.0 5544.0 SF
157 SF511 20250926 5750.0 5750.0 ... 754550.26 5680.0 5724.0 SF
158 SF512 20250926 5720.0 5720.0 ... 199971.93 5658.0 5698.0 SF
159 SF601 20250926 5702.0 5702.0 ... 260170.71 5644.0 5692.0 SF
160 SF602 20250926 5670.0 5670.0 ... 34637.33 5602.0 5648.0 SF
161 SF603 20250926 5788.0 5804.0 ... 389.24 5768.0 5836.0 SF
162 SF604 20250926 5754.0 5754.0 ... 2.88 5754.0 5814.0 SF
163 SF605 20250926 5784.0 5806.0 ... 3292.91 5768.0 5790.0 SF
164 SF606 20250926 5750.0 5760.0 ... 17.22 5738.0 5782.0 SF
165 SF607 20250926 5880.0 5880.0 ... 23.49 5872.0 5910.0 SF
166 SF608 20250926 5884.0 5884.0 ... 2.94 5884.0 5914.0 SF
167 SF609 20250926 5842.0 5858.0 ... 26.30 5844.0 5882.0 SF
168 SH510 20250926 2459.0 2466.0 ... 6024.55 2455.0 2467.0 SH
169 SH511 20250926 2484.0 2500.0 ... 566706.45 2482.0 2488.0 SH
170 SH512 20250926 2536.0 2544.0 ... 350259.68 2530.0 2540.0 SH
171 SH601 20250926 2537.0 2542.0 ... 2097625.08 2530.0 2542.0 SH
172 SH602 20250926 2563.0 2568.0 ... 38984.50 2559.0 2565.0 SH
173 SH603 20250926 2582.0 2584.0 ... 1096.92 2575.0 2582.0 SH
174 SH604 20250926 2619.0 2625.0 ... 109.91 2617.0 2623.0 SH
175 SH605 20250926 2628.0 2634.0 ... 11880.48 2623.0 2633.0 SH
176 SH606 20250926 2639.0 2642.0 ... 71.22 2638.0 2648.0 SH
177 SH607 20250926 2632.0 2632.0 ... 23.66 2629.0 2639.0 SH
178 SH608 20250926 2647.0 2651.0 ... 158.72 2645.0 2648.0 SH
179 SH609 20250926 2662.0 2668.0 ... 95.74 2659.0 2668.0 SH
180 SM510 20250926 5776.0 5776.0 ... 4774.04 5752.0 5732.0 SM
181 SM511 20250926 5876.0 5896.0 ... 455165.98 5846.0 5892.0 SM
182 SM512 20250926 5888.0 5900.0 ... 95268.14 5852.0 5910.0 SM
183 SM601 20250926 5900.0 5912.0 ... 717236.94 5866.0 5904.0 SM
184 SM602 20250926 5906.0 5918.0 ... 327457.78 5872.0 5902.0 SM
185 SM603 20250926 5932.0 5932.0 ... 1396.06 5904.0 5932.0 SM
186 SM604 20250926 5912.0 5912.0 ... 53.19 5910.0 5934.0 SM
187 SM605 20250926 5946.0 5946.0 ... 19752.29 5900.0 5944.0 SM
188 SM606 20250926 5894.0 5906.0 ... 26.53 5896.0 5928.0 SM
189 SM607 20250926 5920.0 5930.0 ... 38.46 5918.0 5938.0 SM
190 SM608 20250926 5918.0 5936.0 ... 35.61 5936.0 5988.0 SM
191 SM609 20250926 5972.0 5976.0 ... 795.93 5940.0 5984.0 SM
192 SR511 20250926 5519.0 5537.0 ... 144411.22 5520.0 5533.0 SR
193 SR601 20250926 5486.0 5510.0 ... 841801.30 5491.0 5497.0 SR
194 SR603 20250926 5469.0 5487.0 ... 2791.06 5473.0 5481.0 SR
195 SR605 20250926 5458.0 5470.0 ... 76268.52 5452.0 5463.0 SR
196 SR607 20250926 5462.0 5466.0 ... 5816.53 5451.0 5468.0 SR
197 SR609 20250926 5469.0 5470.0 ... 14061.67 5457.0 5478.0 SR
198 TA510 20250926 4644.0 4644.0 ... 25825.57 4626.0 4630.0 TA
199 TA511 20250926 4654.0 4656.0 ... 285773.62 4640.0 4638.0 TA
200 TA512 20250926 4660.0 4670.0 ... 115051.07 4650.0 4652.0 TA
201 TA601 20250926 4676.0 4682.0 ... 1475535.99 4664.0 4658.0 TA
202 TA602 20250926 4684.0 4692.0 ... 22745.35 4674.0 4672.0 TA
203 TA603 20250926 4688.0 4696.0 ... 12860.24 4690.0 4630.0 TA
204 TA604 20250926 4698.0 4712.0 ... 2050.62 4698.0 4686.0 TA
205 TA605 20250926 4710.0 4728.0 ... 79999.52 4706.0 4696.0 TA
206 TA606 20250926 4714.0 4714.0 ... 35.29 4706.0 4700.0 TA
207 TA607 20250926 0.0 0.0 ... 0.00 4718.0 4718.0 TA
208 TA608 20250926 0.0 0.0 ... 0.00 4736.0 4744.0 TA
209 TA609 20250926 4762.0 4764.0 ... 173.07 4742.0 4746.0 TA
210 UR510 20250926 1560.0 1560.0 ... 2791.87 1549.0 1567.0 UR
211 UR511 20250926 1650.0 1659.0 ... 61070.09 1649.0 1651.0 UR
212 UR512 20250926 1658.0 1671.0 ... 17063.25 1661.0 1664.0 UR
213 UR601 20250926 1676.0 1683.0 ... 383259.56 1673.0 1675.0 UR
214 UR602 20250926 1684.0 1689.0 ... 551.16 1680.0 1682.0 UR
215 UR603 20250926 1724.0 1732.0 ... 779.52 1725.0 1726.0 UR
216 UR604 20250926 1725.0 1727.0 ... 58.63 1725.0 1726.0 UR
217 UR605 20250926 1721.0 1733.0 ... 17090.61 1725.0 1727.0 UR
218 UR606 20250926 1726.0 1730.0 ... 96.57 1724.0 1728.0 UR
219 UR607 20250926 1750.0 1760.0 ... 49.21 1758.0 1757.0 UR
220 UR608 20250926 1743.0 1746.0 ... 10.47 1745.0 1750.0 UR
221 UR609 20250926 1742.0 1750.0 ... 324.25 1743.0 1747.0 UR
222 WH511 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 16:26:12,212 - future_1d - INFO - ak.get_czce_daily('2025-09-26') done
2025-10-10 16:26:13,971 - future_1d - INFO - save future_daily 2025-09-26 completed
symbol date open ... settle pre_settle variety
0 IC2510 20250929 7224.000 ... 7328.200 7219.600 IC
1 IC2511 20250929 7146.000 ... 7261.200 7151.800 IC
2 IC2512 20250929 7083.800 ... 7210.600 7097.600 IC
3 IC2603 20250929 6926.600 ... 7033.600 6922.000 IC
4 IF2510 20250929 4543.200 ... 4626.200 4555.800 IF
5 IF2511 20250929 4536.600 ... 4614.400 4541.800 IF
6 IF2512 20250929 4530.000 ... 4608.800 4535.200 IF
7 IF2603 20250929 4509.800 ... 4584.000 4509.800 IF
8 IH2510 20250929 2945.000 ... 2985.400 2950.200 IH
9 IH2511 20250929 2944.000 ... 2984.000 2948.000 IH
10 IH2512 20250929 2944.200 ... 2985.400 2949.800 IH
11 IH2603 20250929 2939.600 ... 2985.800 2947.400 IH
12 IM2510 20250929 7372.000 ... 7469.600 7360.800 IM
13 IM2511 20250929 7284.000 ... 7387.800 7272.800 IM
14 IM2512 20250929 7205.000 ... 7316.800 7193.400 IM
15 IM2603 20250929 6988.000 ... 7096.600 6974.400 IM
16 T2512 20250929 107.705 ... 107.660 107.670 T
17 T2603 20250929 107.400 ... 107.340 107.325 T
18 T2606 20250929 107.325 ... 107.260 107.235 T
19 TF2512 20250929 105.575 ... 105.510 105.530 TF
20 TF2603 20250929 105.425 ... 105.395 105.410 TF
21 TF2606 20250929 105.430 ... 105.405 105.400 TF
22 TL2512 20250929 114.350 ... 113.790 114.260 TL
23 TL2603 20250929 114.010 ... 113.440 113.920 TL
24 TL2606 20250929 114.040 ... 113.480 113.910 TL
25 TS2512 20250929 102.350 ... 102.332 102.344 TS
26 TS2603 20250929 102.262 ... 102.244 102.258 TS
27 TS2606 20250929 102.292 ... 102.276 102.262 TS
[28 rows x 12 columns]
2025-10-10 16:26:23,591 - future_1d - INFO - ak.get_cffex_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250929 488.1 505 ... 1945.63 486.4 487.5 SC
1 SC2511 20250929 492.1 499.2 ... 4743445.34 494.5 489.1 SC
2 SC2512 20250929 493.3 499.6 ... 1085522.81 495.1 490.8 SC
3 SC2601 20250929 493.3 499.5 ... 237010.04 494.9 490.7 SC
4 SC2602 20250929 494 498.9 ... 63648.63 493.7 489.9 SC
5 SC2603 20250929 492.7 497.8 ... 25421.15 491.7 490 SC
6 SC2604 20250929 495.4 496.8 ... 13338.42 490.3 490.3 SC
7 SC2605 20250929 492.5 497.2 ... 15766.67 489.6 491.2 SC
8 SC2606 20250929 490.6 496.6 ... 16122.84 490 488.9 SC
9 SC2607 20250929 494.6 494.8 ... 392.33 490.4 484.9 SC
10 SC2608 20250929 493.5 493.5 ... 98.56 492.8 486.6 SC
11 SC2609 20250929 491 492.3 ... 293.45 489 483.8 SC
12 SC2612 20250929 475.2 475.2 ... 47.52 475.2 479.5 SC
13 SC2703 20250929 472.1 472.1 ... 47.21 472.1 473.1 SC
14 SC2706 20250929 ... 0 477 477 SC
15 SC2709 20250929 ... 0 477 477 SC
16 SC2712 20250929 477.6 482.2 ... 479.29 479.2 475.9 SC
17 SC2803 20250929 475 477.9 ... 285.07 475.1 475 SC
18 SC2806 20250929 472.4 476.2 ... 520.88 473.5 473.8 SC
19 SC2809 20250929 ... 0 472.1 472.1 SC
21 LU2510 20250929 ... 0 3450 3450 LU
22 LU2511 20250929 3489 3527 ... 238222.826 3482 3470 LU
23 LU2512 20250929 3481 3540 ... 200238.01 3494 3471 LU
24 LU2601 20250929 3480 3528 ... 94948.303 3481 3459 LU
25 LU2602 20250929 3451 3505 ... 3556.073 3455 3440 LU
26 LU2603 20250929 3442 3498 ... 1361.94 3456 3425 LU
27 LU2604 20250929 3454 3461 ... 44.717 3439 3407 LU
28 LU2605 20250929 3451 3454 ... 58.489 3440 3437 LU
29 LU2606 20250929 3449 3467 ... 10.378 3459 3427 LU
30 LU2607 20250929 3418 3458 ... 34.39 3439 3418 LU
31 LU2608 20250929 3415 3439 ... 30.78 3420 3392 LU
32 LU2609 20250929 3396 3429 ... 64.773 3409 3379 LU
34 NR2510 20250929 12425 12455 ... 28212.04 12370 12320 NR
35 NR2511 20250929 12450 12475 ... 1153395.56 12370 12350 NR
36 NR2512 20250929 12430 12485 ... 395493.37 12375 12375 NR
37 NR2601 20250929 12465 12505 ... 211166.935 12405 12395 NR
38 NR2602 20250929 12470 12470 ... 4864.5 12405 12380 NR
39 NR2603 20250929 12390 12485 ... 1422.075 12365 12455 NR
40 NR2604 20250929 12485 12495 ... 348.24 12435 12390 NR
41 NR2605 20250929 12460 12535 ... 186.43 12425 12460 NR
42 NR2606 20250929 12430 12430 ... 12.43 12430 12465 NR
43 NR2607 20250929 12500 12600 ... 25.1 12550 12650 NR
44 NR2608 20250929 12520 12650 ... 50.22 12555 12685 NR
45 NR2609 20250929 ... 0 12510 12510 NR
47 BC2510 20250929 72980 73160 ... 88849.76 72820 73250 BC
48 BC2511 20250929 73090 73350 ... 285677.51 73040 73420 BC
49 BC2512 20250929 73150 73480 ... 5590.91 73080 73550 BC
50 BC2601 20250929 ... 0 73160 73160 BC
51 BC2602 20250929 72990 73600 ... 109.625 73080 73820 BC
52 BC2603 20250929 ... 0 73290 73000 BC
53 BC2604 20250929 ... 0 73000 73000 BC
54 BC2605 20250929 ... 0 72900 72900 BC
55 BC2606 20250929 ... 0 72960 72960 BC
56 BC2607 20250929 ... 0 72900 72840 BC
57 BC2608 20250929 ... 0 73000 73000 BC
58 BC2609 20250929 ... 0 73000 73000 BC
60 EC2510 20250929 1141 1154.5 ... 93576.7345 1122 1150.8 EC
61 EC2512 20250929 1763 1775.3 ... 103054.394 1735 1780.6 EC
62 EC2602 20250929 1668.1 1684.6 ... 32984.4615 1644.7 1691.9 EC
63 EC2604 20250929 1260 1261.5 ... 7450.222 1253.1 1279.1 EC
64 EC2606 20250929 1463.6 1478 ... 705.1215 1453.8 1482.6 EC
65 EC2608 20250929 1601.1 1607.9 ... 599.612 1598.9 1631 EC
68 SC_TAS2511 20250929 ... SC_TAS
69 SC_TAS2512 20250929 ... SC_TAS
70 SC_TAS2601 20250929 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 16:26:23,671 - future_1d - INFO - ak.get_ine_daily('2025-09-29') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250929 ... 82180 82500 CU
1 1 CU2511 20250929 ... 82070 82540 CU
2 2 CU2512 20250929 ... 82100 82540 CU
3 3 CU2601 20250929 ... 82020 82530 CU
4 4 CU2602 20250929 ... 82030 82490 CU
5 5 CU2603 20250929 ... 81970 82420 CU
6 6 CU2604 20250929 ... 81960 82450 CU
7 7 CU2605 20250929 ... 82020 82500 CU
8 8 CU2606 20250929 ... 81880 82380 CU
9 9 CU2607 20250929 ... 81790 82200 CU
10 10 CU2608 20250929 ... 81840 82220 CU
11 11 CU2609 20250929 ... 81780 82110 CU
12 12 BC2510 20250929 ... 72820 73250 BC
13 13 BC2511 20250929 ... 73040 73420 BC
14 14 BC2512 20250929 ... 73080 73550 BC
15 15 BC2601 20250929 ... 73160 73160 BC
16 16 BC2602 20250929 ... 73080 73820 BC
17 17 BC2603 20250929 ... 73290 73000 BC
18 18 BC2604 20250929 ... 73000 73000 BC
19 19 BC2605 20250929 ... 72900 72900 BC
20 20 BC2606 20250929 ... 72960 72960 BC
21 21 BC2607 20250929 ... 72900 72840 BC
22 22 BC2608 20250929 ... 73000 73000 BC
23 23 BC2609 20250929 ... 73000 73000 BC
24 24 AL2510 20250929 ... 20695 20765 AL
25 25 AL2511 20250929 ... 20705 20775 AL
26 26 AL2512 20250929 ... 20710 20780 AL
27 27 AL2601 20250929 ... 20715 20780 AL
28 28 AL2602 20250929 ... 20710 20785 AL
29 29 AL2603 20250929 ... 20740 20810 AL
30 30 AL2604 20250929 ... 20780 20840 AL
31 31 AL2605 20250929 ... 20785 20845 AL
32 32 AL2606 20250929 ... 20785 20840 AL
33 33 AL2607 20250929 ... 20775 20860 AL
34 34 AL2608 20250929 ... 20790 20840 AL
35 35 AL2609 20250929 ... 20800 20860 AL
36 36 ZN2510 20250929 ... 21705 22010 ZN
37 37 ZN2511 20250929 ... 21755 22035 ZN
38 38 ZN2512 20250929 ... 21770 22040 ZN
39 39 ZN2601 20250929 ... 21800 22055 ZN
40 40 ZN2602 20250929 ... 21830 22085 ZN
41 41 ZN2603 20250929 ... 21845 22115 ZN
42 42 ZN2604 20250929 ... 21890 22145 ZN
43 43 ZN2605 20250929 ... 21925 22170 ZN
44 44 ZN2606 20250929 ... 21930 22215 ZN
45 45 ZN2607 20250929 ... 21965 22220 ZN
46 46 ZN2608 20250929 ... 21985 22270 ZN
47 47 ZN2609 20250929 ... 22075 22255 ZN
48 48 PB2510 20250929 ... 16965 17055 PB
49 49 PB2511 20250929 ... 16965 17090 PB
50 50 PB2512 20250929 ... 16980 17110 PB
51 51 PB2601 20250929 ... 16990 17125 PB
52 52 PB2602 20250929 ... 16960 17135 PB
53 53 PB2603 20250929 ... 16970 17145 PB
54 54 PB2604 20250929 ... 17015 17150 PB
55 55 PB2605 20250929 ... 17045 17150 PB
56 56 PB2606 20250929 ... 17025 17220 PB
57 57 PB2607 20250929 ... 17175 17175 PB
58 58 PB2608 20250929 ... 17080 17210 PB
59 59 PB2609 20250929 ... 17230 17230 PB
60 60 NI2510 20250929 ... 120770 121620 NI
61 61 NI2511 20250929 ... 121050 121840 NI
62 62 NI2512 20250929 ... 121260 121970 NI
63 63 NI2601 20250929 ... 121460 122210 NI
64 64 NI2602 20250929 ... 121730 122270 NI
65 65 NI2603 20250929 ... 121850 122550 NI
66 66 NI2604 20250929 ... 122110 122830 NI
67 67 NI2605 20250929 ... 122330 123060 NI
68 68 NI2606 20250929 ... 122550 123250 NI
69 69 NI2607 20250929 ... 122790 123370 NI
70 70 NI2608 20250929 ... 123120 123860 NI
71 71 NI2609 20250929 ... 123490 124150 NI
72 72 SN2510 20250929 ... 272130 273130 SN
73 73 SN2511 20250929 ... 272520 273550 SN
74 74 SN2512 20250929 ... 272770 273960 SN
75 75 SN2601 20250929 ... 272990 273970 SN
76 76 SN2602 20250929 ... 272820 274200 SN
77 77 SN2603 20250929 ... 272840 274160 SN
78 78 SN2604 20250929 ... 273300 274280 SN
79 79 SN2605 20250929 ... 273470 274930 SN
80 80 SN2606 20250929 ... 274360 274760 SN
81 81 SN2607 20250929 ... 274550 274780 SN
82 82 SN2608 20250929 ... 274910 275430 SN
83 83 SN2609 20250929 ... 274820 275640 SN
84 84 AO2510 20250929 ... 2850 2871 AO
85 85 AO2511 20250929 ... 2866 2904 AO
86 86 AO2512 20250929 ... 2884 2902 AO
87 87 AO2601 20250929 ... 2893 2916 AO
88 88 AO2602 20250929 ... 2904 2928 AO
89 89 AO2603 20250929 ... 2976 2991 AO
90 90 AO2604 20250929 ... 2986 3001 AO
91 91 AO2605 20250929 ... 2987 3007 AO
92 92 AO2606 20250929 ... 2997 3015 AO
93 93 AO2607 20250929 ... 3001 3021 AO
94 94 AO2608 20250929 ... 3009 3031 AO
95 95 AO2609 20250929 ... 3027 3048 AO
96 96 AD2511 20250929 ... 20215 20315 AD
97 97 AD2512 20250929 ... 20280 20370 AD
98 98 AD2601 20250929 ... 20310 20385 AD
99 99 AD2602 20250929 ... 20320 20410 AD
100 100 AD2603 20250929 ... 20335 20300 AD
101 101 AD2604 20250929 ... 20320 20320 AD
102 102 AD2605 20250929 ... 20310 20320 AD
103 103 AD2606 20250929 ... 20330 20385 AD
104 104 AD2607 20250929 ... 20510 20510 AD
105 105 AD2608 20250929 ... 20515 20515 AD
106 106 AD2609 20250929 ... 20335 20335 AD
107 107 AU2510 20250929 ... 858 851.5 AU
108 108 AU2511 20250929 ... 858.82 853.38 AU
109 109 AU2512 20250929 ... 861.66 855 AU
110 110 AU2602 20250929 ... 863.72 857.82 AU
111 111 AU2604 20250929 ... 865.32 859.92 AU
112 112 AU2606 20250929 ... 868.74 862.34 AU
113 113 AU2608 20250929 ... 871.46 865.8 AU
114 114 AU2610 20250929 ... 874.82 868.42 AU
115 115 AG2510 20250929 ... 10776 10483 AG
116 116 AG2511 20250929 ... 10819 10509 AG
117 117 AG2512 20250929 ... 10835 10526 AG
118 118 AG2601 20250929 ... 10830 10528 AG
119 119 AG2602 20250929 ... 10855 10542 AG
120 120 AG2603 20250929 ... 10850 10527 AG
121 121 AG2604 20250929 ... 10870 10545 AG
122 122 AG2605 20250929 ... 10879 10553 AG
123 123 AG2606 20250929 ... 10888 10553 AG
124 124 AG2607 20250929 ... 10914 10548 AG
125 125 AG2608 20250929 ... 10902 10572 AG
126 126 AG2609 20250929 ... 10935 10613 AG
127 127 RB2510 20250929 ... 3016 3050 RB
128 128 RB2511 20250929 ... 3032 3083 RB
129 129 RB2512 20250929 ... 3090 3121 RB
130 130 RB2601 20250929 ... 3107 3139 RB
131 131 RB2602 20250929 ... 3111 3139 RB
132 132 RB2603 20250929 ... 3125 3157 RB
133 133 RB2604 20250929 ... 3146 3177 RB
134 134 RB2605 20250929 ... 3164 3197 RB
135 135 RB2606 20250929 ... 3182 3210 RB
136 136 RB2607 20250929 ... 3188 3217 RB
137 137 RB2608 20250929 ... 3194 3220 RB
138 138 RB2609 20250929 ... 3200 3232 RB
139 139 WR2510 20250929 ... 3205 3219 WR
140 140 WR2511 20250929 ... 3300 3329 WR
141 141 WR2512 20250929 ... 3309 3324 WR
142 142 WR2601 20250929 ... 3314 3342 WR
143 143 WR2602 20250929 ... 3301 3400 WR
144 144 WR2603 20250929 ... 3351 3351 WR
145 145 WR2604 20250929 ... 3340 3370 WR
146 146 WR2605 20250929 ... 3386 3386 WR
147 147 WR2606 20250929 ... 3367 3383 WR
148 148 WR2607 20250929 ... 3390 3390 WR
149 149 WR2608 20250929 ... 3378 3385 WR
150 150 WR2609 20250929 ... 3458 3458 WR
151 151 HC2510 20250929 ... 3395 3404 HC
152 152 HC2511 20250929 ... 3352 3385 HC
153 153 HC2512 20250929 ... 3335 3358 HC
154 154 HC2601 20250929 ... 3304 3330 HC
155 155 HC2602 20250929 ... 3304 3330 HC
156 156 HC2603 20250929 ... 3306 3333 HC
157 157 HC2604 20250929 ... 3311 3337 HC
158 158 HC2605 20250929 ... 3310 3337 HC
159 159 HC2606 20250929 ... 3316 3346 HC
160 160 HC2607 20250929 ... 3318 3355 HC
161 161 HC2608 20250929 ... 3327 3359 HC
162 162 HC2609 20250929 ... 3333 3364 HC
163 163 SS2510 20250929 ... 12670 12735 SS
164 164 SS2511 20250929 ... 12785 12850 SS
165 165 SS2512 20250929 ... 12810 12890 SS
166 166 SS2601 20250929 ... 12880 12950 SS
167 167 SS2602 20250929 ... 12930 12985 SS
168 168 SS2603 20250929 ... 13035 13100 SS
169 169 SS2604 20250929 ... 13100 13160 SS
170 170 SS2605 20250929 ... 13170 13240 SS
171 171 SS2606 20250929 ... 13230 13305 SS
172 172 SS2607 20250929 ... 13290 13350 SS
173 173 SS2608 20250929 ... 13350 13400 SS
174 174 SS2609 20250929 ... 13410 13465 SS
175 175 SC2510 20250929 ... 486.4 487.5 SC
176 176 SC2511 20250929 ... 494.5 489.1 SC
177 177 SC2512 20250929 ... 495.1 490.8 SC
178 178 SC2601 20250929 ... 494.9 490.7 SC
179 179 SC2602 20250929 ... 493.7 489.9 SC
180 180 SC2603 20250929 ... 491.7 490 SC
181 181 SC2604 20250929 ... 490.3 490.3 SC
182 182 SC2605 20250929 ... 489.6 491.2 SC
183 183 SC2606 20250929 ... 490 488.9 SC
184 184 SC2607 20250929 ... 490.4 484.9 SC
185 185 SC2608 20250929 ... 492.8 486.6 SC
186 186 SC2609 20250929 ... 489 483.8 SC
187 187 SC2612 20250929 ... 475.2 479.5 SC
188 188 SC2703 20250929 ... 472.1 473.1 SC
189 189 SC2706 20250929 ... 477 477 SC
190 190 SC2709 20250929 ... 477 477 SC
191 191 SC2712 20250929 ... 479.2 475.9 SC
192 192 SC2803 20250929 ... 475.1 475 SC
193 193 SC2806 20250929 ... 473.5 473.8 SC
194 194 SC2809 20250929 ... 472.1 472.1 SC
195 195 LU2510 20250929 ... 3450 3450 LU
196 196 LU2511 20250929 ... 3482 3470 LU
197 197 LU2512 20250929 ... 3494 3471 LU
198 198 LU2601 20250929 ... 3481 3459 LU
199 199 LU2602 20250929 ... 3455 3440 LU
200 200 LU2603 20250929 ... 3456 3425 LU
201 201 LU2604 20250929 ... 3439 3407 LU
202 202 LU2605 20250929 ... 3440 3437 LU
203 203 LU2606 20250929 ... 3459 3427 LU
204 204 LU2607 20250929 ... 3439 3418 LU
205 205 LU2608 20250929 ... 3420 3392 LU
206 206 LU2609 20250929 ... 3409 3379 LU
207 207 FU2510 20250929 ... 3025 2991 FU
208 208 FU2511 20250929 ... 3057 3002 FU
209 209 FU2512 20250929 ... 2977 2942 FU
210 210 FU2601 20250929 ... 2937 2914 FU
211 211 FU2602 20250929 ... 2912 2893 FU
212 212 FU2603 20250929 ... 2900 2880 FU
213 213 FU2604 20250929 ... 2885 2857 FU
214 214 FU2605 20250929 ... 2870 2843 FU
215 215 FU2606 20250929 ... 2849 2833 FU
216 216 FU2607 20250929 ... 2818 2797 FU
217 217 FU2608 20250929 ... 2785 2769 FU
218 218 FU2609 20250929 ... 2764 2748 FU
219 219 BU2510 20250929 ... 3471 3472 BU
220 220 BU2511 20250929 ... 3454 3451 BU
221 221 BU2512 20250929 ... 3411 3408 BU
222 222 BU2601 20250929 ... 3395 3387 BU
223 223 BU2602 20250929 ... 3399 3389 BU
224 224 BU2603 20250929 ... 3412 3407 BU
225 225 BU2604 20250929 ... 3400 3373 BU
226 226 BU2605 20250929 ... 3412 3416 BU
227 227 BU2606 20250929 ... 3403 3404 BU
228 228 BU2607 20250929 ... 3407 3407 BU
229 229 BU2608 20250929 ... 3394 3384 BU
230 230 BU2609 20250929 ... 3396 3386 BU
231 231 BU2612 20250929 ... 3337 3340 BU
232 232 BU2703 20250929 ... 3347 3329 BU
233 233 BU2706 20250929 ... 3346 3347 BU
234 234 BU2709 20250929 ... 3360 3354 BU
235 235 BR2510 20250929 ... 11320 11385 BR
236 236 BR2511 20250929 ... 11285 11360 BR
237 237 BR2512 20250929 ... 11280 11365 BR
238 238 BR2601 20250929 ... 11270 11340 BR
239 239 BR2602 20250929 ... 11245 11330 BR
240 240 BR2603 20250929 ... 11355 11355 BR
241 241 BR2604 20250929 ... 11320 11385 BR
242 242 BR2605 20250929 ... 11345 11430 BR
243 243 BR2606 20250929 ... 11350 11440 BR
244 244 BR2607 20250929 ... 11490 11635 BR
245 245 BR2608 20250929 ... 11490 11610 BR
246 246 BR2609 20250929 ... 11565 11675 BR
247 247 RU2510 20250929 ... 14475 14530 RU
248 248 RU2511 20250929 ... 14475 14555 RU
249 249 RU2601 20250929 ... 15340 15425 RU
250 250 RU2603 20250929 ... 15325 15425 RU
251 251 RU2604 20250929 ... 15335 15425 RU
252 252 RU2605 20250929 ... 15305 15395 RU
253 253 RU2606 20250929 ... 15240 15400 RU
254 254 RU2607 20250929 ... 15350 15395 RU
255 255 RU2608 20250929 ... 15410 15405 RU
256 256 RU2609 20250929 ... 15290 15370 RU
257 257 NR2510 20250929 ... 12370 12320 NR
258 258 NR2511 20250929 ... 12370 12350 NR
259 259 NR2512 20250929 ... 12375 12375 NR
260 260 NR2601 20250929 ... 12405 12395 NR
261 261 NR2602 20250929 ... 12405 12380 NR
262 262 NR2603 20250929 ... 12365 12455 NR
263 263 NR2604 20250929 ... 12435 12390 NR
264 264 NR2605 20250929 ... 12425 12460 NR
265 265 NR2606 20250929 ... 12430 12465 NR
266 266 NR2607 20250929 ... 12550 12650 NR
267 267 NR2608 20250929 ... 12555 12685 NR
268 268 NR2609 20250929 ... 12510 12510 NR
269 269 SP2510 20250929 ... 4866 5000 SP
270 270 SP2511 20250929 ... 4922 5034 SP
271 271 SP2512 20250929 ... 4940 5050 SP
272 272 SP2601 20250929 ... 5204 5290 SP
273 273 SP2602 20250929 ... 5202 5282 SP
274 274 SP2603 20250929 ... 5218 5302 SP
275 275 SP2604 20250929 ... 5250 5312 SP
276 276 SP2605 20250929 ... 5242 5308 SP
277 277 SP2606 20250929 ... 5248 5296 SP
278 278 SP2607 20250929 ... 5244 5300 SP
279 279 SP2608 20250929 ... 5262 5316 SP
280 280 SP2609 20250929 ... 5258 5318 SP
281 281 OP2601 20250929 ... 4232 4232 OP
282 282 OP2602 20250929 ... 4228 4228 OP
283 283 OP2603 20250929 ... 4250 4260 OP
284 284 OP2604 20250929 ... 4262 4274 OP
285 285 OP2605 20250929 ... 4266 4266 OP
286 286 OP2606 20250929 ... 4236 4236 OP
287 287 OP2607 20250929 ... 4238 4238 OP
288 288 OP2608 20250929 ... 4238 4240 OP
289 289 OP2609 20250929 ... 4330 4334 OP
290 290 EC2510 20250929 ... 1122 1150.8 EC
291 291 EC2512 20250929 ... 1735 1780.6 EC
292 292 EC2602 20250929 ... 1644.7 1691.9 EC
293 293 EC2604 20250929 ... 1253.1 1279.1 EC
294 294 EC2606 20250929 ... 1453.8 1482.6 EC
295 295 EC2608 20250929 ... 1598.9 1631 EC
296 296 SC_TAS2511 20250929 ... SC_TAS
297 297 SC_TAS2512 20250929 ... SC_TAS
298 298 SC_TAS2601 20250929 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 16:26:23,787 - future_1d - INFO - ak.get_shfe_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 a2511 20250929 3939.00 ... 3931.00 3940.00 A
1 a2601 20250929 3906.00 ... 3897.00 3918.00 A
2 a2603 20250929 3904.00 ... 3897.00 3922.00 A
3 a2605 20250929 3935.00 ... 3929.00 3951.00 A
4 a2607 20250929 3931.00 ... 3927.00 3945.00 A
5 a2609 20250929 3928.00 ... 3932.00 3948.00 A
6 b2510 20250929 3591.00 ... 3628.00 3630.00 B
7 b2511 20250929 3609.00 ... 3605.00 3627.00 B
8 b2512 20250929 3630.00 ... 3629.00 3647.00 B
9 b2601 20250929 3627.00 ... 3629.00 3647.00 B
10 b2602 20250929 3639.00 ... 3641.00 3649.00 B
11 b2603 20250929 3602.00 ... 3606.00 3615.00 B
12 b2604 20250929 3504.00 ... 3508.00 3520.00 B
13 b2605 20250929 3443.00 ... 3440.00 3449.00 B
14 b2606 20250929 3412.00 ... 3412.00 3422.00 B
15 b2607 20250929 3421.00 ... 3414.00 3428.00 B
16 b2608 20250929 3515.00 ... 3513.00 3520.00 B
17 b2609 20250929 3529.00 ... 3530.00 3535.00 B
18 bb2511 20250929 141.05 ... 141.75 141.90 BB
19 bb2601 20250929 146.40 ... 146.80 147.00 BB
20 bb2603 20250929 147.00 ... 147.00 147.00 BB
21 bb2605 20250929 0.00 ... 141.70 141.70 BB
22 bb2607 20250929 0.00 ... 146.45 146.45 BB
23 bb2609 20250929 0.00 ... 146.45 146.45 BB
24 bz2603 20250929 5919.00 ... 5895.00 5906.00 BZ
25 bz2604 20250929 5886.00 ... 5880.00 5880.00 BZ
26 bz2605 20250929 5939.00 ... 5894.00 5936.00 BZ
27 bz2606 20250929 0.00 ... 5902.00 5936.00 BZ
28 bz2607 20250929 0.00 ... 5880.00 5880.00 BZ
29 bz2608 20250929 0.00 ... 5858.00 5883.00 BZ
30 bz2609 20250929 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250929 2178.00 ... 2171.00 2176.00 C
32 c2601 20250929 2140.00 ... 2137.00 2137.00 C
33 c2603 20250929 2150.00 ... 2150.00 2146.00 C
34 c2605 20250929 2203.00 ... 2206.00 2203.00 C
35 c2607 20250929 2216.00 ... 2216.00 2213.00 C
36 c2609 20250929 2231.00 ... 2230.00 2228.00 C
37 cs2511 20250929 2479.00 ... 2486.00 2485.00 CS
38 cs2601 20250929 2463.00 ... 2461.00 2467.00 CS
39 cs2603 20250929 2464.00 ... 2463.00 2466.00 CS
40 cs2605 20250929 2548.00 ... 2548.00 2547.00 CS
41 cs2607 20250929 2551.00 ... 2553.00 2551.00 CS
42 cs2609 20250929 2583.00 ... 2585.00 2586.00 CS
43 eb2510 20250929 6899.00 ... 6888.00 6899.00 EB
44 eb2511 20250929 6961.00 ... 6939.00 6939.00 EB
45 eb2512 20250929 6968.00 ... 6948.00 6954.00 EB
46 eb2601 20250929 6992.00 ... 6987.00 6980.00 EB
47 eb2602 20250929 7038.00 ... 7020.00 7021.00 EB
48 eb2603 20250929 7071.00 ... 7043.00 7058.00 EB
49 eb2604 20250929 7108.00 ... 7108.00 7103.00 EB
50 eb2605 20250929 7106.00 ... 7099.00 7103.00 EB
51 eb2606 20250929 7151.00 ... 7152.00 7117.00 EB
52 eb2607 20250929 7153.00 ... 7153.00 7134.00 EB
53 eb2608 20250929 7178.00 ... 7178.00 7177.00 EB
54 eb2609 20250929 0.00 ... 7177.00 7177.00 EB
55 eg2510 20250929 4256.00 ... 4268.00 4269.00 EG
56 eg2511 20250929 4224.00 ... 4217.00 4221.00 EG
57 eg2512 20250929 0.00 ... 4218.00 4218.00 EG
58 eg2601 20250929 4215.00 ... 4225.00 4227.00 EG
59 eg2602 20250929 4227.00 ... 4233.00 4231.00 EG
60 eg2603 20250929 4235.00 ... 4237.00 4252.00 EG
61 eg2604 20250929 4262.00 ... 4262.00 4276.00 EG
62 eg2605 20250929 4276.00 ... 4287.00 4285.00 EG
63 eg2606 20250929 4270.00 ... 4270.00 4300.00 EG
64 eg2607 20250929 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250929 0.00 ... 4346.00 4346.00 EG
66 eg2609 20250929 0.00 ... 4367.00 4367.00 EG
67 fb2510 20250929 1260.50 ... 1266.00 1270.00 FB
68 fb2511 20250929 1251.50 ... 1252.00 1254.50 FB
69 fb2512 20250929 1254.00 ... 1253.00 1255.00 FB
70 fb2601 20250929 1256.00 ... 1255.00 1254.50 FB
71 fb2602 20250929 1253.00 ... 1254.50 1253.50 FB
72 fb2603 20250929 1241.00 ... 1240.00 1243.50 FB
73 fb2604 20250929 0.00 ... 1254.50 1254.50 FB
74 fb2605 20250929 0.00 ... 1299.00 1300.50 FB
75 fb2606 20250929 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250929 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250929 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250929 0.00 ... 1296.00 1296.00 FB
79 i2510 20250929 805.00 ... 803.50 813.50 I
80 i2511 20250929 804.00 ... 801.50 809.50 I
81 i2512 20250929 797.50 ... 794.00 805.00 I
82 i2601 20250929 790.00 ... 785.50 796.50 I
83 i2602 20250929 784.50 ... 780.50 790.50 I
84 i2603 20250929 777.50 ... 775.50 787.50 I
85 i2604 20250929 774.50 ... 771.50 784.50 I
86 i2605 20250929 769.50 ... 765.00 776.50 I
87 i2606 20250929 763.00 ... 760.00 772.00 I
88 i2607 20250929 758.00 ... 755.00 767.00 I
89 i2608 20250929 753.50 ... 750.50 763.50 I
90 i2609 20250929 750.50 ... 745.50 755.50 I
91 j2510 20250929 1580.00 ... 1578.50 1619.50 J
92 j2511 20250929 1617.00 ... 1595.50 1643.50 J
93 j2512 20250929 1649.50 ... 1637.50 1684.50 J
94 j2601 20250929 1699.50 ... 1666.50 1718.50 J
95 j2602 20250929 1703.00 ... 1688.00 1747.50 J
96 j2603 20250929 0.00 ... 1725.00 1778.00 J
97 j2604 20250929 1767.50 ... 1767.50 1841.50 J
98 j2605 20250929 1844.50 ... 1808.00 1862.50 J
99 j2606 20250929 1843.00 ... 1830.50 1901.00 J
100 j2607 20250929 1875.00 ... 1875.00 1903.50 J
101 j2608 20250929 1869.50 ... 1869.50 1919.50 J
102 j2609 20250929 1909.00 ... 1890.50 1933.50 J
103 jd2510 20250929 2946.00 ... 2928.00 2952.00 JD
104 jd2511 20250929 3029.00 ... 3028.00 3051.00 JD
105 jd2512 20250929 3170.00 ... 3175.00 3182.00 JD
106 jd2601 20250929 3350.00 ... 3348.00 3360.00 JD
107 jd2602 20250929 3090.00 ... 3090.00 3106.00 JD
108 jd2603 20250929 3125.00 ... 3113.00 3130.00 JD
109 jd2604 20250929 3241.00 ... 3236.00 3253.00 JD
110 jd2605 20250929 3380.00 ... 3386.00 3385.00 JD
111 jd2606 20250929 3225.00 ... 3226.00 3226.00 JD
112 jd2607 20250929 3470.00 ... 3472.00 3470.00 JD
113 jd2608 20250929 3918.00 ... 3921.00 3918.00 JD
114 jd2609 20250929 3793.00 ... 3796.00 3787.00 JD
115 jm2510 20250929 1026.00 ... 1010.50 1037.00 JM
116 jm2511 20250929 1061.00 ... 1034.50 1071.50 JM
117 jm2512 20250929 1131.00 ... 1102.50 1142.00 JM
118 jm2601 20250929 1191.00 ... 1171.50 1214.50 JM
119 jm2602 20250929 1218.00 ... 1194.00 1237.00 JM
120 jm2603 20250929 1237.00 ... 1216.00 1256.50 JM
121 jm2604 20250929 1256.50 ... 1233.50 1278.50 JM
122 jm2605 20250929 1278.50 ... 1258.50 1304.00 JM
123 jm2606 20250929 1295.00 ... 1270.00 1319.00 JM
124 jm2607 20250929 1312.00 ... 1292.00 1333.50 JM
125 jm2608 20250929 1320.00 ... 1310.00 1350.50 JM
126 jm2609 20250929 1350.00 ... 1333.50 1374.00 JM
127 l2510 20250929 7071.00 ... 7091.00 7072.00 L
128 l2511 20250929 7114.00 ... 7114.00 7103.00 L
129 l2512 20250929 7136.00 ... 7150.00 7138.00 L
130 l2601 20250929 7173.00 ... 7174.00 7163.00 L
131 l2602 20250929 7163.00 ... 7168.00 7161.00 L
132 l2603 20250929 7180.00 ... 7188.00 7186.00 L
133 l2604 20250929 7212.00 ... 7221.00 7210.00 L
134 l2605 20250929 7200.00 ... 7213.00 7200.00 L
135 l2606 20250929 7203.00 ... 7214.00 7208.00 L
136 l2607 20250929 7209.00 ... 7219.00 7227.00 L
137 l2608 20250929 7229.00 ... 7240.00 7245.00 L
138 l2609 20250929 7228.00 ... 7237.00 7228.00 L
139 lg2511 20250929 808.50 ... 809.00 807.50 LG
140 lg2601 20250929 819.50 ... 820.50 820.50 LG
141 lg2603 20250929 826.00 ... 826.50 825.50 LG
142 lg2605 20250929 828.50 ... 827.50 828.50 LG
143 lg2607 20250929 830.00 ... 828.50 829.50 LG
144 lg2609 20250929 820.50 ... 820.50 816.50 LG
145 lh2511 20250929 12550.00 ... 12345.00 12625.00 LH
146 lh2601 20250929 13045.00 ... 12835.00 13180.00 LH
147 lh2603 20250929 12580.00 ... 12450.00 12660.00 LH
148 lh2605 20250929 12980.00 ... 12845.00 13070.00 LH
149 lh2607 20250929 13600.00 ... 13360.00 13655.00 LH
150 lh2609 20250929 14000.00 ... 13980.00 14220.00 LH
151 m2511 20250929 2906.00 ... 2906.00 2916.00 M
152 m2512 20250929 2951.00 ... 2945.00 2960.00 M
153 m2601 20250929 2938.00 ... 2937.00 2949.00 M
154 m2603 20250929 2918.00 ... 2913.00 2921.00 M
155 m2605 20250929 2753.00 ... 2749.00 2755.00 M
156 m2607 20250929 2739.00 ... 2735.00 2744.00 M
157 m2608 20250929 2858.00 ... 2854.00 2860.00 M
158 m2609 20250929 2858.00 ... 2857.00 2863.00 M
159 p2510 20250929 9126.00 ... 9102.00 9126.00 P
160 p2511 20250929 9168.00 ... 9188.00 9208.00 P
161 p2512 20250929 9194.00 ... 9204.00 9232.00 P
162 p2601 20250929 9236.00 ... 9234.00 9266.00 P
163 p2602 20250929 9216.00 ... 9224.00 9218.00 P
164 p2603 20250929 9188.00 ... 9196.00 9160.00 P
165 p2604 20250929 9150.00 ... 9152.00 9154.00 P
166 p2605 20250929 9060.00 ... 9056.00 9076.00 P
167 p2606 20250929 8986.00 ... 8978.00 8978.00 P
168 p2607 20250929 8888.00 ... 8880.00 8876.00 P
169 p2608 20250929 8768.00 ... 8770.00 8776.00 P
170 p2609 20250929 8676.00 ... 8676.00 8686.00 P
171 pg2510 20250929 4438.00 ... 4448.00 4432.00 PG
172 pg2511 20250929 4302.00 ... 4295.00 4285.00 PG
173 pg2512 20250929 4218.00 ... 4213.00 4215.00 PG
174 pg2601 20250929 4155.00 ... 4143.00 4150.00 PG
175 pg2602 20250929 4089.00 ... 4077.00 4085.00 PG
176 pg2603 20250929 4006.00 ... 3996.00 4003.00 PG
177 pg2604 20250929 4364.00 ... 4352.00 4367.00 PG
178 pg2605 20250929 4270.00 ... 4268.00 4285.00 PG
179 pg2606 20250929 0.00 ... 4212.00 4228.00 PG
180 pg2607 20250929 4153.00 ... 4156.00 4154.00 PG
181 pg2608 20250929 4120.00 ... 4101.00 4109.00 PG
182 pg2609 20250929 4098.00 ... 4093.00 4093.00 PG
183 pp2510 20250929 6786.00 ... 6782.00 6795.00 PP
184 pp2511 20250929 6840.00 ... 6823.00 6830.00 PP
185 pp2512 20250929 6869.00 ... 6862.00 6869.00 PP
186 pp2601 20250929 6899.00 ... 6899.00 6900.00 PP
187 pp2602 20250929 6892.00 ... 6888.00 6889.00 PP
188 pp2603 20250929 6884.00 ... 6890.00 6890.00 PP
189 pp2604 20250929 6917.00 ... 6932.00 6917.00 PP
190 pp2605 20250929 6942.00 ... 6940.00 6944.00 PP
191 pp2606 20250929 6908.00 ... 6908.00 6921.00 PP
192 pp2607 20250929 6865.00 ... 6873.00 6893.00 PP
193 pp2608 20250929 6874.00 ... 6884.00 6900.00 PP
194 pp2609 20250929 6906.00 ... 6915.00 6924.00 PP
195 rr2510 20250929 3623.00 ... 3619.00 3623.00 RR
196 rr2511 20250929 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250929 3617.00 ... 3610.00 3614.00 RR
198 rr2601 20250929 3621.00 ... 3619.00 3620.00 RR
199 rr2602 20250929 3608.00 ... 3609.00 3606.00 RR
200 rr2603 20250929 3616.00 ... 3613.00 3614.00 RR
201 rr2604 20250929 3621.00 ... 3616.00 3616.00 RR
202 rr2605 20250929 3618.00 ... 3615.00 3618.00 RR
203 rr2606 20250929 0.00 ... 3600.00 3600.00 RR
204 rr2607 20250929 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250929 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250929 0.00 ... 3623.00 3614.00 RR
207 v2510 20250929 4788.00 ... 4780.00 4788.00 V
208 v2511 20250929 4812.00 ... 4808.00 4817.00 V
209 v2512 20250929 4848.00 ... 4850.00 4858.00 V
210 v2601 20250929 4894.00 ... 4895.00 4902.00 V
211 v2602 20250929 4932.00 ... 4934.00 4941.00 V
212 v2603 20250929 4959.00 ... 4964.00 4971.00 V
213 v2604 20250929 5158.00 ... 5165.00 5174.00 V
214 v2605 20250929 5192.00 ... 5202.00 5205.00 V
215 v2606 20250929 5220.00 ... 5239.00 5248.00 V
216 v2607 20250929 5263.00 ... 5263.00 5277.00 V
217 v2608 20250929 5296.00 ... 5296.00 5302.00 V
218 v2609 20250929 5336.00 ... 5331.00 5341.00 V
219 y2511 20250929 8160.00 ... 8166.00 8202.00 Y
220 y2512 20250929 8202.00 ... 8210.00 8248.00 Y
221 y2601 20250929 8150.00 ... 8154.00 8192.00 Y
222 y2603 20250929 8112.00 ... 8114.00 8140.00 Y
223 y2605 20250929 7932.00 ... 7932.00 7946.00 Y
224 y2607 20250929 7888.00 ... 7882.00 7908.00 Y
225 y2608 20250929 7884.00 ... 7878.00 7896.00 Y
226 y2609 20250929 7850.00 ... 7858.00 7876.00 Y
[227 rows x 12 columns]
2025-10-10 16:26:24,663 - future_1d - INFO - ak.get_dce_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 PS2510 20250929 51285.0 ... 51180.0 51505.0 PS
1 PS2511 20250929 50950.0 ... 50825.0 51420.0 PS
2 PS2512 20250929 53335.0 ... 53265.0 53780.0 PS
3 PS2601 20250929 52920.0 ... 52840.0 53310.0 PS
4 PS2602 20250929 52740.0 ... 52755.0 53110.0 PS
5 PS2603 20250929 52670.0 ... 52695.0 53220.0 PS
6 PS2604 20250929 52605.0 ... 52835.0 53190.0 PS
7 PS2605 20250929 53415.0 ... 52525.0 53080.0 PS
8 PS2606 20250929 54560.0 ... 54545.0 54975.0 PS
9 PS2607 20250929 54435.0 ... 54395.0 54945.0 PS
10 PS2608 20250929 54175.0 ... 54205.0 54565.0 PS
11 PS2609 20250929 54005.0 ... 54000.0 54550.0 PS
13 SI2510 20250929 8835.0 ... 8675.0 8975.0 SI
14 SI2511 20250929 8850.0 ... 8655.0 9000.0 SI
15 SI2512 20250929 9240.0 ... 9045.0 9395.0 SI
16 SI2601 20250929 9215.0 ... 8995.0 9360.0 SI
17 SI2602 20250929 9255.0 ... 9000.0 9360.0 SI
18 SI2603 20250929 9195.0 ... 9020.0 9395.0 SI
19 SI2604 20250929 9190.0 ... 9035.0 9205.0 SI
20 SI2605 20250929 9265.0 ... 9035.0 9390.0 SI
21 SI2606 20250929 9165.0 ... 9080.0 9400.0 SI
22 SI2607 20250929 9205.0 ... 9070.0 9390.0 SI
23 SI2608 20250929 9180.0 ... 9055.0 9415.0 SI
24 SI2609 20250929 9265.0 ... 9075.0 9410.0 SI
27 LC2510 20250929 72000.0 ... 72720.0 72920.0 LC
28 LC2511 20250929 73100.0 ... 73700.0 73240.0 LC
29 LC2512 20250929 72320.0 ... 73780.0 73340.0 LC
30 LC2601 20250929 72500.0 ... 73640.0 73180.0 LC
31 LC2602 20250929 71960.0 ... 73500.0 72840.0 LC
32 LC2603 20250929 71840.0 ... 73440.0 72940.0 LC
33 LC2604 20250929 72920.0 ... 73840.0 73320.0 LC
34 LC2605 20250929 72460.0 ... 73680.0 73340.0 LC
35 LC2606 20250929 72640.0 ... 73500.0 73160.0 LC
36 LC2607 20250929 72240.0 ... 73380.0 73060.0 LC
37 LC2608 20250929 72700.0 ... 73480.0 73020.0 LC
38 LC2609 20250929 73000.0 ... 73320.0 72980.0 LC
[36 rows x 12 columns]
2025-10-10 16:26:24,818 - future_1d - INFO - ak.get_gfex_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250929 8656.0 8699.0 ... 27982.84 8647.0 8628.0 AP
1 AP511 20250929 8401.0 8523.0 ... 42297.98 8444.0 8440.0 AP
2 AP512 20250929 8411.0 8530.0 ... 5029.49 8453.0 8373.0 AP
3 AP601 20250929 8437.0 8619.0 ... 1159018.15 8513.0 8384.0 AP
4 AP603 20250929 8286.0 8419.0 ... 3448.32 8349.0 8251.0 AP
5 AP604 20250929 8362.0 8388.0 ... 783.85 8339.0 8259.0 AP
6 AP605 20250929 8310.0 8433.0 ... 20768.51 8371.0 8269.0 AP
7 CF511 20250929 13405.0 13430.0 ... 281544.73 13345.0 13500.0 CF
8 CF601 20250929 13390.0 13425.0 ... 1640207.09 13365.0 13460.0 CF
9 CF603 20250929 13380.0 13400.0 ... 3818.94 13355.0 13425.0 CF
10 CF605 20250929 13400.0 13425.0 ... 217717.18 13370.0 13460.0 CF
11 CF607 20250929 13425.0 13450.0 ... 2231.37 13400.0 13475.0 CF
12 CF609 20250929 13580.0 13585.0 ... 2545.98 13540.0 13635.0 CF
13 CJ512 20250929 11180.0 11180.0 ... 10855.29 10910.0 11115.0 CJ
14 CJ601 20250929 11270.0 11270.0 ... 1617835.48 10955.0 11175.0 CJ
15 CJ603 20250929 11220.0 11280.0 ... 24991.00 10945.0 11155.0 CJ
16 CJ605 20250929 11330.0 11330.0 ... 255484.38 11020.0 11205.0 CJ
17 CJ607 20250929 11390.0 11400.0 ... 4382.50 11110.0 11325.0 CJ
18 CJ609 20250929 11490.0 11500.0 ... 2175.80 11245.0 11415.0 CJ
19 CY510 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250929 19610.0 19615.0 ... 116020.41 19530.0 19745.0 CY
21 CY512 20250929 0.0 0.0 ... 0.00 19415.0 19515.0 CY
22 CY601 20250929 19545.0 19550.0 ... 6007.06 19505.0 19645.0 CY
23 CY602 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
24 CY603 20250929 0.0 0.0 ... 0.00 19775.0 19830.0 CY
25 CY604 20250929 0.0 0.0 ... 0.00 19545.0 19545.0 CY
26 CY605 20250929 19575.0 19575.0 ... 9.79 19575.0 19695.0 CY
27 CY606 20250929 0.0 0.0 ... 0.00 19555.0 19555.0 CY
28 CY607 20250929 0.0 0.0 ... 0.00 19915.0 19965.0 CY
29 CY608 20250929 0.0 0.0 ... 0.00 19735.0 19735.0 CY
30 CY609 20250929 0.0 0.0 ... 0.00 19885.0 19965.0 CY
31 FG510 20250929 1130.0 1130.0 ... 9258.22 1117.0 1135.0 FG
32 FG511 20250929 1128.0 1132.0 ... 284860.98 1112.0 1140.0 FG
33 FG512 20250929 1252.0 1255.0 ... 140604.75 1230.0 1259.0 FG
34 FG601 20250929 1251.0 1253.0 ... 5591696.92 1229.0 1257.0 FG
35 FG602 20250929 1304.0 1306.0 ... 45248.10 1285.0 1310.0 FG
36 FG603 20250929 1298.0 1307.0 ... 2811.19 1287.0 1314.0 FG
37 FG604 20250929 1359.0 1373.0 ... 1180.58 1348.0 1381.0 FG
38 FG605 20250929 1369.0 1371.0 ... 184698.54 1347.0 1376.0 FG
39 FG606 20250929 1397.0 1398.0 ... 1975.64 1378.0 1403.0 FG
40 FG607 20250929 1390.0 1394.0 ... 2603.30 1372.0 1398.0 FG
41 FG608 20250929 1425.0 1432.0 ... 1279.09 1418.0 1438.0 FG
42 FG609 20250929 1430.0 1434.0 ... 6085.10 1420.0 1440.0 FG
43 JR511 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250929 2258.0 2275.0 ... 3233.71 2261.0 2258.0 MA
52 MA511 20250929 2293.0 2308.0 ... 106475.80 2298.0 2297.0 MA
53 MA512 20250929 2334.0 2345.0 ... 61133.99 2335.0 2330.0 MA
54 MA601 20250929 2360.0 2367.0 ... 1003865.58 2356.0 2352.0 MA
55 MA602 20250929 2383.0 2391.0 ... 33316.36 2383.0 2373.0 MA
56 MA603 20250929 2395.0 2404.0 ... 508.05 2396.0 2394.0 MA
57 MA604 20250929 2398.0 2398.0 ... 114.80 2392.0 2394.0 MA
58 MA605 20250929 2391.0 2394.0 ... 47339.35 2386.0 2385.0 MA
59 MA606 20250929 0.0 0.0 ... 0.00 2396.0 2392.0 MA
60 MA607 20250929 2363.0 2376.0 ... 23.66 2366.0 2368.0 MA
61 MA608 20250929 0.0 0.0 ... 0.00 2373.0 2373.0 MA
62 MA609 20250929 2340.0 2352.0 ... 398.94 2347.0 2344.0 MA
63 OI511 20250929 10338.0 10345.0 ... 482929.50 10288.0 10320.0 OI
64 OI601 20250929 10174.0 10177.0 ... 2347037.86 10128.0 10146.0 OI
65 OI603 20250929 9921.0 9929.0 ... 8380.04 9870.0 9912.0 OI
66 OI605 20250929 9664.0 9664.0 ... 69872.79 9615.0 9632.0 OI
67 OI607 20250929 9580.0 9593.0 ... 726.14 9555.0 9580.0 OI
68 OI609 20250929 9535.0 9547.0 ... 730.81 9491.0 9538.0 OI
69 PF510 20250929 6332.0 6362.0 ... 2031.03 6318.0 6350.0 PF
70 PF511 20250929 6324.0 6356.0 ... 586976.78 6326.0 6344.0 PF
71 PF512 20250929 6288.0 6320.0 ... 346631.01 6294.0 6310.0 PF
72 PF601 20250929 6340.0 6366.0 ... 30760.71 6340.0 6356.0 PF
73 PF602 20250929 6336.0 6368.0 ... 91057.47 6340.0 6354.0 PF
74 PF603 20250929 6352.0 6366.0 ... 117.52 6352.0 6370.0 PF
75 PF604 20250929 6398.0 6442.0 ... 73.85 6422.0 6414.0 PF
76 PF605 20250929 6420.0 6452.0 ... 131.79 6430.0 6440.0 PF
77 PF606 20250929 6424.0 6424.0 ... 6.42 6424.0 6436.0 PF
78 PF607 20250929 6410.0 6446.0 ... 9.65 6432.0 6454.0 PF
79 PF608 20250929 6472.0 6472.0 ... 6.45 6448.0 6472.0 PF
80 PF609 20250929 0.0 0.0 ... 0.00 6498.0 6504.0 PF
81 PK510 20250929 7784.0 7820.0 ... 6758.86 7800.0 7784.0 PK
82 PK511 20250929 7802.0 7868.0 ... 358713.17 7834.0 7784.0 PK
83 PK512 20250929 7776.0 7870.0 ... 119217.42 7826.0 7770.0 PK
84 PK601 20250929 7800.0 7848.0 ... 95841.03 7820.0 7768.0 PK
85 PK603 20250929 7830.0 7862.0 ... 404.03 7846.0 7804.0 PK
86 PK604 20250929 7836.0 7864.0 ... 204.01 7846.0 7820.0 PK
87 PK605 20250929 7840.0 7866.0 ... 5166.75 7846.0 7826.0 PK
88 PL601 20250929 6376.0 6406.0 ... 41908.30 6375.0 6376.0 PL
89 PL602 20250929 6402.0 6413.0 ... 256.11 6403.0 6399.0 PL
90 PL603 20250929 6411.0 6436.0 ... 25.69 6424.0 6402.0 PL
91 PL604 20250929 6419.0 6442.0 ... 38.55 6425.0 6407.0 PL
92 PL605 20250929 6373.0 6386.0 ... 165.65 6371.0 6350.0 PL
93 PL606 20250929 6440.0 6440.0 ... 25.72 6430.0 6428.0 PL
94 PL607 20250929 0.0 0.0 ... 0.00 6399.0 6399.0 PL
95 PL608 20250929 6440.0 6440.0 ... 12.88 6440.0 6499.0 PL
96 PL609 20250929 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250929 5854.0 5854.0 ... 498.23 5828.0 5848.0 PR
104 PR511 20250929 5810.0 5822.0 ... 370379.70 5798.0 5818.0 PR
105 PR512 20250929 5804.0 5826.0 ... 448589.44 5802.0 5818.0 PR
106 PR601 20250929 5806.0 5826.0 ... 197224.95 5802.0 5808.0 PR
107 PR602 20250929 5816.0 5870.0 ... 621.77 5838.0 5844.0 PR
108 PR603 20250929 5810.0 5886.0 ... 764.43 5858.0 5832.0 PR
109 PR604 20250929 5830.0 5916.0 ... 538.82 5890.0 5854.0 PR
110 PR605 20250929 5836.0 5938.0 ... 620.03 5906.0 5864.0 PR
111 PR606 20250929 5916.0 5952.0 ... 71.27 5940.0 5902.0 PR
112 PR607 20250929 5926.0 5954.0 ... 124.75 5940.0 5902.0 PR
113 PR608 20250929 5922.0 5922.0 ... 53.25 5918.0 5914.0 PR
114 PR609 20250929 5940.0 5940.0 ... 62.03 5908.0 5918.0 PR
115 PX510 20250929 6674.0 6682.0 ... 387.90 6632.0 6668.0 PX
116 PX511 20250929 6666.0 6700.0 ... 597824.37 6664.0 6664.0 PX
117 PX512 20250929 6654.0 6682.0 ... 235327.92 6650.0 6648.0 PX
118 PX601 20250929 6652.0 6672.0 ... 145505.81 6640.0 6646.0 PX
119 PX602 20250929 6652.0 6678.0 ... 9133.01 6648.0 6660.0 PX
120 PX603 20250929 6634.0 6664.0 ... 53.06 6634.0 6630.0 PX
121 PX604 20250929 6616.0 6622.0 ... 6.62 6620.0 6658.0 PX
122 PX605 20250929 6658.0 6700.0 ... 617.00 6670.0 6686.0 PX
123 PX606 20250929 6656.0 6656.0 ... 3.33 6656.0 6682.0 PX
124 PX607 20250929 6632.0 6690.0 ... 23.26 6646.0 6670.0 PX
125 PX608 20250929 0.0 0.0 ... 0.00 6686.0 6686.0 PX
126 PX609 20250929 6730.0 6730.0 ... 6.71 6714.0 6690.0 PX
127 RI511 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250929 2467.0 2487.0 ... 8227.56 2472.0 2474.0 RM
134 RM601 20250929 2411.0 2430.0 ... 522729.44 2413.0 2429.0 RM
135 RM603 20250929 2343.0 2346.0 ... 5931.30 2338.0 2346.0 RM
136 RM605 20250929 2330.0 2336.0 ... 101374.11 2328.0 2334.0 RM
137 RM607 20250929 2321.0 2328.0 ... 9704.08 2319.0 2322.0 RM
138 RM608 20250929 2421.0 2427.0 ... 420.85 2419.0 2423.0 RM
139 RM609 20250929 2410.0 2415.0 ... 2280.62 2408.0 2414.0 RM
140 RS511 20250929 5429.0 5429.0 ... 297.83 5318.0 5368.0 RS
141 RS607 20250929 5580.0 5588.0 ... 150.33 5568.0 5571.0 RS
142 RS608 20250929 5543.0 5589.0 ... 122.44 5565.0 5558.0 RS
143 RS609 20250929 5543.0 5583.0 ... 77.86 5561.0 5559.0 RS
144 SA510 20250929 1207.0 1207.0 ... 14570.42 1201.0 1212.0 SA
145 SA511 20250929 1215.0 1219.0 ... 398360.49 1209.0 1224.0 SA
146 SA512 20250929 1278.0 1283.0 ... 258006.82 1272.0 1287.0 SA
147 SA601 20250929 1291.0 1295.0 ... 2455419.25 1284.0 1301.0 SA
148 SA602 20250929 1322.0 1325.0 ... 185719.65 1311.0 1331.0 SA
149 SA603 20250929 1330.0 1333.0 ... 3842.56 1322.0 1339.0 SA
150 SA604 20250929 1371.0 1379.0 ... 1088.96 1365.0 1386.0 SA
151 SA605 20250929 1383.0 1387.0 ... 153744.58 1373.0 1392.0 SA
152 SA606 20250929 1393.0 1401.0 ... 877.84 1389.0 1405.0 SA
153 SA607 20250929 1395.0 1403.0 ... 1861.12 1391.0 1408.0 SA
154 SA608 20250929 1424.0 1436.0 ... 916.92 1428.0 1440.0 SA
155 SA609 20250929 1438.0 1443.0 ... 5361.06 1434.0 1446.0 SA
156 SF510 20250929 5454.0 5478.0 ... 4879.87 5402.0 5480.0 SF
157 SF511 20250929 5620.0 5678.0 ... 957047.42 5590.0 5680.0 SF
158 SF512 20250929 5620.0 5654.0 ... 204478.47 5574.0 5658.0 SF
159 SF601 20250929 5600.0 5638.0 ... 380717.72 5558.0 5644.0 SF
160 SF602 20250929 5550.0 5594.0 ... 47522.51 5524.0 5602.0 SF
161 SF603 20250929 5706.0 5766.0 ... 1214.64 5704.0 5768.0 SF
162 SF604 20250929 5702.0 5740.0 ... 11.42 5708.0 5754.0 SF
163 SF605 20250929 5714.0 5742.0 ... 6198.94 5684.0 5768.0 SF
164 SF606 20250929 5668.0 5704.0 ... 138.26 5644.0 5738.0 SF
165 SF607 20250929 5840.0 5852.0 ... 69.61 5802.0 5872.0 SF
166 SF608 20250929 5784.0 5804.0 ... 11.55 5774.0 5884.0 SF
167 SF609 20250929 5758.0 5828.0 ... 71.99 5760.0 5844.0 SF
168 SH510 20250929 2455.0 2466.0 ... 6784.34 2453.0 2455.0 SH
169 SH511 20250929 2489.0 2496.0 ... 597883.78 2479.0 2482.0 SH
170 SH512 20250929 2530.0 2539.0 ... 344078.99 2519.0 2530.0 SH
171 SH601 20250929 2530.0 2536.0 ... 2488833.56 2513.0 2530.0 SH
172 SH602 20250929 2557.0 2562.0 ... 51761.54 2539.0 2559.0 SH
173 SH603 20250929 2570.0 2580.0 ... 2504.88 2553.0 2575.0 SH
174 SH604 20250929 2608.0 2621.0 ... 358.38 2597.0 2617.0 SH
175 SH605 20250929 2620.0 2629.0 ... 21517.02 2604.0 2623.0 SH
176 SH606 20250929 2629.0 2629.0 ... 242.68 2609.0 2638.0 SH
177 SH607 20250929 2626.0 2632.0 ... 320.31 2604.0 2629.0 SH
178 SH608 20250929 2642.0 2642.0 ... 102.47 2627.0 2645.0 SH
179 SH609 20250929 2656.0 2660.0 ... 531.46 2644.0 2659.0 SH
180 SM510 20250929 5738.0 5748.0 ... 3373.43 5684.0 5752.0 SM
181 SM511 20250929 5818.0 5852.0 ... 398459.35 5786.0 5846.0 SM
182 SM512 20250929 5818.0 5858.0 ... 135876.45 5802.0 5852.0 SM
183 SM601 20250929 5834.0 5868.0 ... 831719.66 5802.0 5866.0 SM
184 SM602 20250929 5836.0 5878.0 ... 243624.84 5812.0 5872.0 SM
185 SM603 20250929 5894.0 5894.0 ... 1247.78 5832.0 5904.0 SM
186 SM604 20250929 5868.0 5882.0 ... 8.81 5874.0 5910.0 SM
187 SM605 20250929 5872.0 5900.0 ... 21467.30 5838.0 5900.0 SM
188 SM606 20250929 5860.0 5900.0 ... 73.00 5840.0 5896.0 SM
189 SM607 20250929 5870.0 5912.0 ... 41.05 5864.0 5918.0 SM
190 SM608 20250929 5914.0 5928.0 ... 17.64 5880.0 5936.0 SM
191 SM609 20250929 5868.0 5928.0 ... 930.02 5868.0 5940.0 SM
192 SR511 20250929 5519.0 5530.0 ... 138166.21 5519.0 5520.0 SR
193 SR601 20250929 5485.0 5505.0 ... 789921.09 5489.0 5491.0 SR
194 SR603 20250929 5467.0 5483.0 ... 1713.04 5473.0 5473.0 SR
195 SR605 20250929 5447.0 5463.0 ... 62060.93 5448.0 5452.0 SR
196 SR607 20250929 5451.0 5460.0 ... 4259.43 5447.0 5451.0 SR
197 SR609 20250929 5454.0 5468.0 ... 5573.82 5449.0 5457.0 SR
198 TA510 20250929 4612.0 4632.0 ... 8162.28 4606.0 4626.0 TA
199 TA511 20250929 4620.0 4652.0 ... 273494.08 4626.0 4640.0 TA
200 TA512 20250929 4638.0 4660.0 ... 142326.03 4638.0 4650.0 TA
201 TA601 20250929 4650.0 4672.0 ... 1350166.41 4650.0 4664.0 TA
202 TA602 20250929 4668.0 4684.0 ... 23176.32 4664.0 4674.0 TA
203 TA603 20250929 4680.0 4692.0 ... 451.18 4676.0 4690.0 TA
204 TA604 20250929 4672.0 4672.0 ... 9.32 4662.0 4698.0 TA
205 TA605 20250929 4692.0 4718.0 ... 47510.47 4694.0 4706.0 TA
206 TA606 20250929 4702.0 4702.0 ... 7.04 4696.0 4706.0 TA
207 TA607 20250929 4710.0 4710.0 ... 9.41 4704.0 4718.0 TA
208 TA608 20250929 4712.0 4732.0 ... 9.43 4718.0 4736.0 TA
209 TA609 20250929 4732.0 4756.0 ... 274.84 4740.0 4742.0 TA
210 UR510 20250929 1546.0 1552.0 ... 2939.37 1541.0 1549.0 UR
211 UR511 20250929 1640.0 1642.0 ... 77585.41 1632.0 1649.0 UR
212 UR512 20250929 1645.0 1655.0 ... 24157.22 1646.0 1661.0 UR
213 UR601 20250929 1666.0 1668.0 ... 563687.81 1657.0 1673.0 UR
214 UR602 20250929 1670.0 1675.0 ... 582.02 1663.0 1680.0 UR
215 UR603 20250929 1712.0 1715.0 ... 167.55 1710.0 1725.0 UR
216 UR604 20250929 1716.0 1718.0 ... 211.73 1708.0 1725.0 UR
217 UR605 20250929 1717.0 1718.0 ... 27474.81 1708.0 1725.0 UR
218 UR606 20250929 1720.0 1720.0 ... 666.53 1709.0 1724.0 UR
219 UR607 20250929 1750.0 1750.0 ... 149.94 1743.0 1758.0 UR
220 UR608 20250929 1739.0 1741.0 ... 135.48 1737.0 1745.0 UR
221 UR609 20250929 1735.0 1738.0 ... 550.11 1730.0 1743.0 UR
222 WH511 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 16:26:25,096 - future_1d - INFO - ak.get_czce_daily('2025-09-29') done
2025-10-10 16:26:26,860 - future_1d - INFO - save future_daily 2025-09-29 completed
symbol date open ... settle pre_settle variety
0 IC2510 20250930 7350.200 ... 7394.200 7328.200 IC
1 IC2511 20250930 7295.000 ... 7332.800 7261.200 IC
2 IC2512 20250930 7252.000 ... 7288.800 7210.600 IC
3 IC2603 20250930 7075.200 ... 7115.800 7033.600 IC
4 IF2510 20250930 4628.200 ... 4637.200 4626.200 IF
5 IF2511 20250930 4629.600 ... 4627.400 4614.400 IF
6 IF2512 20250930 4615.000 ... 4621.200 4608.800 IF
7 IF2603 20250930 4589.000 ... 4596.200 4584.000 IF
8 IH2510 20250930 2982.000 ... 2988.600 2985.400 IH
9 IH2511 20250930 2986.000 ... 2987.000 2984.000 IH
10 IH2512 20250930 2984.000 ... 2988.600 2985.400 IH
11 IH2603 20250930 2984.000 ... 2989.400 2985.800 IH
12 IM2510 20250930 7494.000 ... 7556.400 7469.600 IM
13 IM2511 20250930 7434.800 ... 7484.200 7387.800 IM
14 IM2512 20250930 7360.000 ... 7408.400 7316.800 IM
15 IM2603 20250930 7142.200 ... 7184.200 7096.600 IM
16 T2512 20250930 107.645 ... 107.885 107.660 T
17 T2603 20250930 107.330 ... 107.565 107.340 T
18 T2606 20250930 107.205 ... 107.465 107.260 T
19 TF2512 20250930 105.495 ... 105.655 105.510 TF
20 TF2603 20250930 105.360 ... 105.525 105.395 TF
21 TF2606 20250930 105.380 ... 105.575 105.405 TF
22 TL2512 20250930 113.600 ... 114.000 113.790 TL
23 TL2603 20250930 113.160 ... 113.660 113.440 TL
24 TL2606 20250930 113.200 ... 113.640 113.480 TL
25 TS2512 20250930 102.320 ... 102.374 102.332 TS
26 TS2603 20250930 102.238 ... 102.282 102.244 TS
27 TS2606 20250930 102.278 ... 102.322 102.276 TS
[28 rows x 12 columns]
2025-10-10 16:26:35,726 - future_1d - INFO - ak.get_cffex_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 SC2510 20250930 480.1 ... 479.7 486.4 SC
1 SC2511 20250930 487.6 ... 480.5 494.5 SC
2 SC2512 20250930 489.6 ... 482 495.1 SC
3 SC2601 20250930 489.7 ... 481.6 494.9 SC
4 SC2602 20250930 487.4 ... 481.1 493.7 SC
5 SC2603 20250930 486.3 ... 480.5 491.7 SC
6 SC2604 20250930 486 ... 480.4 490.3 SC
7 SC2605 20250930 486 ... 482.3 489.6 SC
8 SC2606 20250930 484.8 ... 479.5 490 SC
9 SC2607 20250930 480.8 ... 478.7 490.4 SC
10 SC2608 20250930 481 ... 477.6 492.8 SC
11 SC2609 20250930 478.3 ... 478.3 489 SC
12 SC2612 20250930 473.1 ... 473.7 475.2 SC
13 SC2703 20250930 ... 472.1 472.1 SC
14 SC2706 20250930 ... 473 477 SC
15 SC2709 20250930 ... 476.2 477 SC
16 SC2712 20250930 ... 474 479.2 SC
17 SC2803 20250930 ... 475.1 475.1 SC
18 SC2806 20250930 466 ... 465.8 473.5 SC
19 SC2809 20250930 466 ... 465.9 472.1 SC
21 LU2510 20250930 ... 3450 3450 LU
22 LU2511 20250930 3455 ... 3402 3482 LU
23 LU2512 20250930 3455 ... 3417 3494 LU
24 LU2601 20250930 3443 ... 3398 3481 LU
25 LU2602 20250930 3424 ... 3400 3455 LU
26 LU2603 20250930 3418 ... 3375 3456 LU
27 LU2604 20250930 3377 ... 3371 3439 LU
28 LU2605 20250930 3386 ... 3358 3440 LU
29 LU2606 20250930 3375 ... 3361 3459 LU
30 LU2607 20250930 3369 ... 3353 3439 LU
31 LU2608 20250930 3351 ... 3329 3420 LU
32 LU2609 20250930 3350 ... 3317 3409 LU
34 NR2510 20250930 12420 ... 12200 12370 NR
35 NR2511 20250930 12420 ... 12240 12370 NR
36 NR2512 20250930 12440 ... 12255 12375 NR
37 NR2601 20250930 12440 ... 12285 12405 NR
38 NR2602 20250930 12340 ... 12260 12405 NR
39 NR2603 20250930 12405 ... 12280 12365 NR
40 NR2604 20250930 12385 ... 12285 12435 NR
41 NR2605 20250930 12380 ... 12350 12425 NR
42 NR2606 20250930 12415 ... 12415 12430 NR
43 NR2607 20250930 ... 12535 12550 NR
44 NR2608 20250930 ... 12555 12555 NR
45 NR2609 20250930 ... 12510 12510 NR
47 BC2510 20250930 73130 ... 73830 72820 BC
48 BC2511 20250930 73270 ... 74070 73040 BC
49 BC2512 20250930 74120 ... 74340 73080 BC
50 BC2601 20250930 ... 73700 73160 BC
51 BC2602 20250930 ... 73700 73080 BC
52 BC2603 20250930 74550 ... 74550 73290 BC
53 BC2604 20250930 ... 73400 73000 BC
54 BC2605 20250930 ... 72900 72900 BC
55 BC2606 20250930 ... 72960 72960 BC
56 BC2607 20250930 ... 72900 72900 BC
57 BC2608 20250930 ... 73280 73000 BC
58 BC2609 20250930 73400 ... 73400 73000 BC
60 EC2510 20250930 1112.2 ... 1122.1 1122 EC
61 EC2512 20250930 1748 ... 1719.1 1735 EC
62 EC2602 20250930 1647.5 ... 1628.2 1644.7 EC
63 EC2604 20250930 1240 ... 1243.6 1253.1 EC
64 EC2606 20250930 1440 ... 1445.6 1453.8 EC
65 EC2608 20250930 1590 ... 1595.7 1598.9 EC
68 SC_TAS2511 20250930 ... SC_TAS
69 SC_TAS2512 20250930 ... SC_TAS
70 SC_TAS2601 20250930 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 16:26:35,797 - future_1d - INFO - ak.get_ine_daily('2025-09-30') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250930 ... 83220 82180 CU
1 1 CU2511 20250930 ... 83260 82070 CU
2 2 CU2512 20250930 ... 83250 82100 CU
3 3 CU2601 20250930 ... 83220 82020 CU
4 4 CU2602 20250930 ... 83200 82030 CU
5 5 CU2603 20250930 ... 83150 81970 CU
6 6 CU2604 20250930 ... 83070 81960 CU
7 7 CU2605 20250930 ... 83010 82020 CU
8 8 CU2606 20250930 ... 82870 81880 CU
9 9 CU2607 20250930 ... 82910 81790 CU
10 10 CU2608 20250930 ... 82750 81840 CU
11 11 CU2609 20250930 ... 82840 81780 CU
12 12 BC2510 20250930 ... 73830 72820 BC
13 13 BC2511 20250930 ... 74070 73040 BC
14 14 BC2512 20250930 ... 74340 73080 BC
15 15 BC2601 20250930 ... 73700 73160 BC
16 16 BC2602 20250930 ... 73700 73080 BC
17 17 BC2603 20250930 ... 74550 73290 BC
18 18 BC2604 20250930 ... 73400 73000 BC
19 19 BC2605 20250930 ... 72900 72900 BC
20 20 BC2606 20250930 ... 72960 72960 BC
21 21 BC2607 20250930 ... 72900 72900 BC
22 22 BC2608 20250930 ... 73280 73000 BC
23 23 BC2609 20250930 ... 73400 73000 BC
24 24 AL2510 20250930 ... 20745 20695 AL
25 25 AL2511 20250930 ... 20755 20705 AL
26 26 AL2512 20250930 ... 20755 20710 AL
27 27 AL2601 20250930 ... 20760 20715 AL
28 28 AL2602 20250930 ... 20755 20710 AL
29 29 AL2603 20250930 ... 20775 20740 AL
30 30 AL2604 20250930 ... 20820 20780 AL
31 31 AL2605 20250930 ... 20830 20785 AL
32 32 AL2606 20250930 ... 20840 20785 AL
33 33 AL2607 20250930 ... 20825 20775 AL
34 34 AL2608 20250930 ... 20825 20790 AL
35 35 AL2609 20250930 ... 20810 20800 AL
36 36 ZN2510 20250930 ... 21870 21705 ZN
37 37 ZN2511 20250930 ... 21935 21755 ZN
38 38 ZN2512 20250930 ... 21950 21770 ZN
39 39 ZN2601 20250930 ... 21985 21800 ZN
40 40 ZN2602 20250930 ... 22010 21830 ZN
41 41 ZN2603 20250930 ... 22020 21845 ZN
42 42 ZN2604 20250930 ... 22055 21890 ZN
43 43 ZN2605 20250930 ... 22125 21925 ZN
44 44 ZN2606 20250930 ... 22170 21930 ZN
45 45 ZN2607 20250930 ... 22170 21965 ZN
46 46 ZN2608 20250930 ... 22175 21985 ZN
47 47 ZN2609 20250930 ... 22245 22075 ZN
48 48 PB2510 20250930 ... 16895 16965 PB
49 49 PB2511 20250930 ... 16930 16965 PB
50 50 PB2512 20250930 ... 16955 16980 PB
51 51 PB2601 20250930 ... 16970 16990 PB
52 52 PB2602 20250930 ... 16970 16960 PB
53 53 PB2603 20250930 ... 16985 16970 PB
54 54 PB2604 20250930 ... 17015 17015 PB
55 55 PB2605 20250930 ... 17025 17045 PB
56 56 PB2606 20250930 ... 17020 17025 PB
57 57 PB2607 20250930 ... 17020 17175 PB
58 58 PB2608 20250930 ... 17030 17080 PB
59 59 PB2609 20250930 ... 17050 17230 PB
60 60 NI2510 20250930 ... 121200 120770 NI
61 61 NI2511 20250930 ... 121580 121050 NI
62 62 NI2512 20250930 ... 121720 121260 NI
63 63 NI2601 20250930 ... 121920 121460 NI
64 64 NI2602 20250930 ... 121980 121730 NI
65 65 NI2603 20250930 ... 122290 121850 NI
66 66 NI2604 20250930 ... 122630 122110 NI
67 67 NI2605 20250930 ... 122780 122330 NI
68 68 NI2606 20250930 ... 122720 122550 NI
69 69 NI2607 20250930 ... 123310 122790 NI
70 70 NI2608 20250930 ... 123760 123120 NI
71 71 NI2609 20250930 ... 124310 123490 NI
72 72 SN2510 20250930 ... 278060 272130 SN
73 73 SN2511 20250930 ... 278760 272520 SN
74 74 SN2512 20250930 ... 278700 272770 SN
75 75 SN2601 20250930 ... 278760 272990 SN
76 76 SN2602 20250930 ... 278620 272820 SN
77 77 SN2603 20250930 ... 278480 272840 SN
78 78 SN2604 20250930 ... 279250 273300 SN
79 79 SN2605 20250930 ... 277730 273470 SN
80 80 SN2606 20250930 ... 277860 274360 SN
81 81 SN2607 20250930 ... 278390 274550 SN
82 82 SN2608 20250930 ... 279230 274910 SN
83 83 SN2609 20250930 ... 279080 274820 SN
84 84 AO2510 20250930 ... 2835 2850 AO
85 85 AO2511 20250930 ... 2854 2866 AO
86 86 AO2512 20250930 ... 2868 2884 AO
87 87 AO2601 20250930 ... 2883 2893 AO
88 88 AO2602 20250930 ... 2897 2904 AO
89 89 AO2603 20250930 ... 2966 2976 AO
90 90 AO2604 20250930 ... 2967 2986 AO
91 91 AO2605 20250930 ... 2974 2987 AO
92 92 AO2606 20250930 ... 2980 2997 AO
93 93 AO2607 20250930 ... 2987 3001 AO
94 94 AO2608 20250930 ... 3002 3009 AO
95 95 AO2609 20250930 ... 3017 3027 AO
96 96 AD2511 20250930 ... 20250 20215 AD
97 97 AD2512 20250930 ... 20290 20280 AD
98 98 AD2601 20250930 ... 20330 20310 AD
99 99 AD2602 20250930 ... 20350 20320 AD
100 100 AD2603 20250930 ... 20325 20335 AD
101 101 AD2604 20250930 ... 20310 20320 AD
102 102 AD2605 20250930 ... 20310 20310 AD
103 103 AD2606 20250930 ... 20325 20330 AD
104 104 AD2607 20250930 ... 20510 20510 AD
105 105 AD2608 20250930 ... 20515 20515 AD
106 106 AD2609 20250930 ... 20335 20335 AD
107 107 AU2510 20250930 ... 870.54 858 AU
108 108 AU2511 20250930 ... 871.26 858.82 AU
109 109 AU2512 20250930 ... 872.3 861.66 AU
110 110 AU2602 20250930 ... 875.08 863.72 AU
111 111 AU2604 20250930 ... 876.98 865.32 AU
112 112 AU2606 20250930 ... 879.94 868.74 AU
113 113 AU2608 20250930 ... 880.24 871.46 AU
114 114 AU2610 20250930 ... 885.3 874.82 AU
115 115 AG2510 20250930 ... 10901 10776 AG
116 116 AG2511 20250930 ... 10916 10819 AG
117 117 AG2512 20250930 ... 10926 10835 AG
118 118 AG2601 20250930 ... 10935 10830 AG
119 119 AG2602 20250930 ... 10953 10855 AG
120 120 AG2603 20250930 ... 10957 10850 AG
121 121 AG2604 20250930 ... 10964 10870 AG
122 122 AG2605 20250930 ... 10989 10879 AG
123 123 AG2606 20250930 ... 10993 10888 AG
124 124 AG2607 20250930 ... 11015 10914 AG
125 125 AG2608 20250930 ... 11009 10902 AG
126 126 AG2609 20250930 ... 11036 10935 AG
127 127 RB2510 20250930 ... 3001 3016 RB
128 128 RB2511 20250930 ... 3021 3032 RB
129 129 RB2512 20250930 ... 3074 3090 RB
130 130 RB2601 20250930 ... 3090 3107 RB
131 131 RB2602 20250930 ... 3095 3111 RB
132 132 RB2603 20250930 ... 3106 3125 RB
133 133 RB2604 20250930 ... 3130 3146 RB
134 134 RB2605 20250930 ... 3144 3164 RB
135 135 RB2606 20250930 ... 3159 3182 RB
136 136 RB2607 20250930 ... 3177 3188 RB
137 137 RB2608 20250930 ... 3175 3194 RB
138 138 RB2609 20250930 ... 3186 3200 RB
139 139 WR2510 20250930 ... 3069 3205 WR
140 140 WR2511 20250930 ... 3300 3300 WR
141 141 WR2512 20250930 ... 3309 3309 WR
142 142 WR2601 20250930 ... 3307 3314 WR
143 143 WR2602 20250930 ... 3301 3301 WR
144 144 WR2603 20250930 ... 3329 3351 WR
145 145 WR2604 20250930 ... 3339 3340 WR
146 146 WR2605 20250930 ... 3248 3386 WR
147 147 WR2606 20250930 ... 3296 3367 WR
148 148 WR2607 20250930 ... 3390 3390 WR
149 149 WR2608 20250930 ... 3408 3378 WR
150 150 WR2609 20250930 ... 3430 3458 WR
151 151 HC2510 20250930 ... 3380 3395 HC
152 152 HC2511 20250930 ... 3329 3352 HC
153 153 HC2512 20250930 ... 3300 3335 HC
154 154 HC2601 20250930 ... 3274 3304 HC
155 155 HC2602 20250930 ... 3270 3304 HC
156 156 HC2603 20250930 ... 3279 3306 HC
157 157 HC2604 20250930 ... 3279 3311 HC
158 158 HC2605 20250930 ... 3276 3310 HC
159 159 HC2606 20250930 ... 3274 3316 HC
160 160 HC2607 20250930 ... 3291 3318 HC
161 161 HC2608 20250930 ... 3293 3327 HC
162 162 HC2609 20250930 ... 3306 3333 HC
163 163 SS2510 20250930 ... 12650 12670 SS
164 164 SS2511 20250930 ... 12785 12785 SS
165 165 SS2512 20250930 ... 12800 12810 SS
166 166 SS2601 20250930 ... 12865 12880 SS
167 167 SS2602 20250930 ... 12915 12930 SS
168 168 SS2603 20250930 ... 13025 13035 SS
169 169 SS2604 20250930 ... 13105 13100 SS
170 170 SS2605 20250930 ... 13160 13170 SS
171 171 SS2606 20250930 ... 13230 13230 SS
172 172 SS2607 20250930 ... 13280 13290 SS
173 173 SS2608 20250930 ... 13340 13350 SS
174 174 SS2609 20250930 ... 13385 13410 SS
175 175 SC2510 20250930 ... 479.7 486.4 SC
176 176 SC2511 20250930 ... 480.5 494.5 SC
177 177 SC2512 20250930 ... 482 495.1 SC
178 178 SC2601 20250930 ... 481.6 494.9 SC
179 179 SC2602 20250930 ... 481.1 493.7 SC
180 180 SC2603 20250930 ... 480.5 491.7 SC
181 181 SC2604 20250930 ... 480.4 490.3 SC
182 182 SC2605 20250930 ... 482.3 489.6 SC
183 183 SC2606 20250930 ... 479.5 490 SC
184 184 SC2607 20250930 ... 478.7 490.4 SC
185 185 SC2608 20250930 ... 477.6 492.8 SC
186 186 SC2609 20250930 ... 478.3 489 SC
187 187 SC2612 20250930 ... 473.7 475.2 SC
188 188 SC2703 20250930 ... 472.1 472.1 SC
189 189 SC2706 20250930 ... 473 477 SC
190 190 SC2709 20250930 ... 476.2 477 SC
191 191 SC2712 20250930 ... 474 479.2 SC
192 192 SC2803 20250930 ... 475.1 475.1 SC
193 193 SC2806 20250930 ... 465.8 473.5 SC
194 194 SC2809 20250930 ... 465.9 472.1 SC
195 195 LU2510 20250930 ... 3450 3450 LU
196 196 LU2511 20250930 ... 3402 3482 LU
197 197 LU2512 20250930 ... 3417 3494 LU
198 198 LU2601 20250930 ... 3398 3481 LU
199 199 LU2602 20250930 ... 3400 3455 LU
200 200 LU2603 20250930 ... 3375 3456 LU
201 201 LU2604 20250930 ... 3371 3439 LU
202 202 LU2605 20250930 ... 3358 3440 LU
203 203 LU2606 20250930 ... 3361 3459 LU
204 204 LU2607 20250930 ... 3353 3439 LU
205 205 LU2608 20250930 ... 3329 3420 LU
206 206 LU2609 20250930 ... 3317 3409 LU
207 207 FU2510 20250930 ... 3044 3025 FU
208 208 FU2511 20250930 ... 2995 3057 FU
209 209 FU2512 20250930 ... 2911 2977 FU
210 210 FU2601 20250930 ... 2870 2937 FU
211 211 FU2602 20250930 ... 2846 2912 FU
212 212 FU2603 20250930 ... 2833 2900 FU
213 213 FU2604 20250930 ... 2822 2885 FU
214 214 FU2605 20250930 ... 2807 2870 FU
215 215 FU2606 20250930 ... 2791 2849 FU
216 216 FU2607 20250930 ... 2764 2818 FU
217 217 FU2608 20250930 ... 2732 2785 FU
218 218 FU2609 20250930 ... 2718 2764 FU
219 219 BU2510 20250930 ... 3444 3471 BU
220 220 BU2511 20250930 ... 3427 3454 BU
221 221 BU2512 20250930 ... 3378 3411 BU
222 222 BU2601 20250930 ... 3359 3395 BU
223 223 BU2602 20250930 ... 3366 3399 BU
224 224 BU2603 20250930 ... 3365 3412 BU
225 225 BU2604 20250930 ... 3368 3400 BU
226 226 BU2605 20250930 ... 3374 3412 BU
227 227 BU2606 20250930 ... 3369 3403 BU
228 228 BU2607 20250930 ... 3381 3407 BU
229 229 BU2608 20250930 ... 3378 3394 BU
230 230 BU2609 20250930 ... 3368 3396 BU
231 231 BU2612 20250930 ... 3308 3337 BU
232 232 BU2703 20250930 ... 3311 3347 BU
233 233 BU2706 20250930 ... 3306 3346 BU
234 234 BU2709 20250930 ... 3299 3360 BU
235 235 BR2510 20250930 ... 11230 11320 BR
236 236 BR2511 20250930 ... 11175 11285 BR
237 237 BR2512 20250930 ... 11165 11280 BR
238 238 BR2601 20250930 ... 11165 11270 BR
239 239 BR2602 20250930 ... 11170 11245 BR
240 240 BR2603 20250930 ... 11170 11355 BR
241 241 BR2604 20250930 ... 11175 11320 BR
242 242 BR2605 20250930 ... 11235 11345 BR
243 243 BR2606 20250930 ... 11270 11350 BR
244 244 BR2607 20250930 ... 11375 11490 BR
245 245 BR2608 20250930 ... 11410 11490 BR
246 246 BR2609 20250930 ... 11355 11565 BR
247 247 RU2510 20250930 ... 14265 14475 RU
248 248 RU2511 20250930 ... 14365 14475 RU
249 249 RU2601 20250930 ... 15180 15340 RU
250 250 RU2603 20250930 ... 15155 15325 RU
251 251 RU2604 20250930 ... 15150 15335 RU
252 252 RU2605 20250930 ... 15165 15305 RU
253 253 RU2606 20250930 ... 15175 15240 RU
254 254 RU2607 20250930 ... 15150 15350 RU
255 255 RU2608 20250930 ... 15095 15410 RU
256 256 RU2609 20250930 ... 15145 15290 RU
257 257 NR2510 20250930 ... 12200 12370 NR
258 258 NR2511 20250930 ... 12240 12370 NR
259 259 NR2512 20250930 ... 12255 12375 NR
260 260 NR2601 20250930 ... 12285 12405 NR
261 261 NR2602 20250930 ... 12260 12405 NR
262 262 NR2603 20250930 ... 12280 12365 NR
263 263 NR2604 20250930 ... 12285 12435 NR
264 264 NR2605 20250930 ... 12350 12425 NR
265 265 NR2606 20250930 ... 12415 12430 NR
266 266 NR2607 20250930 ... 12535 12550 NR
267 267 NR2608 20250930 ... 12555 12555 NR
268 268 NR2609 20250930 ... 12510 12510 NR
269 269 SP2510 20250930 ... 4808 4866 SP
270 270 SP2511 20250930 ... 4856 4922 SP
271 271 SP2512 20250930 ... 4874 4940 SP
272 272 SP2601 20250930 ... 5142 5204 SP
273 273 SP2602 20250930 ... 5140 5202 SP
274 274 SP2603 20250930 ... 5160 5218 SP
275 275 SP2604 20250930 ... 5168 5250 SP
276 276 SP2605 20250930 ... 5182 5242 SP
277 277 SP2606 20250930 ... 5198 5248 SP
278 278 SP2607 20250930 ... 5194 5244 SP
279 279 SP2608 20250930 ... 5212 5262 SP
280 280 SP2609 20250930 ... 5212 5258 SP
281 281 OP2601 20250930 ... 4232 4232 OP
282 282 OP2602 20250930 ... 4218 4228 OP
283 283 OP2603 20250930 ... 4258 4250 OP
284 284 OP2604 20250930 ... 4276 4262 OP
285 285 OP2605 20250930 ... 4266 4266 OP
286 286 OP2606 20250930 ... 4236 4236 OP
287 287 OP2607 20250930 ... 4238 4238 OP
288 288 OP2608 20250930 ... 4238 4238 OP
289 289 OP2609 20250930 ... 4330 4330 OP
290 290 EC2510 20250930 ... 1122.1 1122 EC
291 291 EC2512 20250930 ... 1719.1 1735 EC
292 292 EC2602 20250930 ... 1628.2 1644.7 EC
293 293 EC2604 20250930 ... 1243.6 1253.1 EC
294 294 EC2606 20250930 ... 1445.6 1453.8 EC
295 295 EC2608 20250930 ... 1595.7 1598.9 EC
296 296 SC_TAS2511 20250930 ... SC_TAS
297 297 SC_TAS2512 20250930 ... SC_TAS
298 298 SC_TAS2601 20250930 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 16:26:35,909 - future_1d - INFO - ak.get_shfe_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 a2511 20250930 3939.00 ... 3929.00 3931.00 A
1 a2601 20250930 3895.00 ... 3903.00 3897.00 A
2 a2603 20250930 3897.00 ... 3903.00 3897.00 A
3 a2605 20250930 3930.00 ... 3935.00 3929.00 A
4 a2607 20250930 3932.00 ... 3933.00 3927.00 A
5 a2609 20250930 3927.00 ... 3938.00 3932.00 A
6 b2510 20250930 3613.00 ... 3607.00 3628.00 B
7 b2511 20250930 3598.00 ... 3599.00 3605.00 B
8 b2512 20250930 3614.00 ... 3615.00 3629.00 B
9 b2601 20250930 3608.00 ... 3616.00 3629.00 B
10 b2602 20250930 3631.00 ... 3630.00 3641.00 B
11 b2603 20250930 3600.00 ... 3589.00 3606.00 B
12 b2604 20250930 3494.00 ... 3491.00 3508.00 B
13 b2605 20250930 3430.00 ... 3425.00 3440.00 B
14 b2606 20250930 3404.00 ... 3395.00 3412.00 B
15 b2607 20250930 3410.00 ... 3396.00 3414.00 B
16 b2608 20250930 3505.00 ... 3497.00 3513.00 B
17 b2609 20250930 3520.00 ... 3520.00 3530.00 B
18 bb2511 20250930 141.95 ... 141.90 141.75 BB
19 bb2601 20250930 146.85 ... 146.90 146.80 BB
20 bb2603 20250930 146.90 ... 147.05 147.00 BB
21 bb2605 20250930 0.00 ... 141.70 141.70 BB
22 bb2607 20250930 0.00 ... 146.45 146.45 BB
23 bb2609 20250930 0.00 ... 146.45 146.45 BB
24 bz2603 20250930 5880.00 ... 5801.00 5895.00 BZ
25 bz2604 20250930 5805.00 ... 5779.00 5880.00 BZ
26 bz2605 20250930 5830.00 ... 5808.00 5894.00 BZ
27 bz2606 20250930 0.00 ... 5878.00 5902.00 BZ
28 bz2607 20250930 0.00 ... 5874.00 5880.00 BZ
29 bz2608 20250930 0.00 ... 5836.00 5858.00 BZ
30 bz2609 20250930 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250930 2154.00 ... 2147.00 2171.00 C
32 c2601 20250930 2134.00 ... 2128.00 2137.00 C
33 c2603 20250930 2147.00 ... 2141.00 2150.00 C
34 c2605 20250930 2201.00 ... 2198.00 2206.00 C
35 c2607 20250930 2214.00 ... 2210.00 2216.00 C
36 c2609 20250930 2228.00 ... 2226.00 2230.00 C
37 cs2511 20250930 2482.00 ... 2470.00 2486.00 CS
38 cs2601 20250930 2460.00 ... 2452.00 2461.00 CS
39 cs2603 20250930 2462.00 ... 2456.00 2463.00 CS
40 cs2605 20250930 2545.00 ... 2539.00 2548.00 CS
41 cs2607 20250930 2547.00 ... 2544.00 2553.00 CS
42 cs2609 20250930 2582.00 ... 2582.00 2585.00 CS
43 eb2510 20250930 6864.00 ... 6763.00 6888.00 EB
44 eb2511 20250930 6903.00 ... 6838.00 6939.00 EB
45 eb2512 20250930 6928.00 ... 6848.00 6948.00 EB
46 eb2601 20250930 6960.00 ... 6874.00 6987.00 EB
47 eb2602 20250930 6996.00 ... 6914.00 7020.00 EB
48 eb2603 20250930 7000.00 ... 6980.00 7043.00 EB
49 eb2604 20250930 7008.00 ... 6997.00 7108.00 EB
50 eb2605 20250930 7046.00 ... 6998.00 7099.00 EB
51 eb2606 20250930 7029.00 ... 7024.00 7152.00 EB
52 eb2607 20250930 7027.00 ... 7027.00 7153.00 EB
53 eb2608 20250930 7085.00 ... 7064.00 7178.00 EB
54 eb2609 20250930 7053.00 ... 7037.00 7177.00 EB
55 eg2510 20250930 4257.00 ... 4246.00 4268.00 EG
56 eg2511 20250930 4211.00 ... 4197.00 4217.00 EG
57 eg2512 20250930 4204.00 ... 4194.00 4218.00 EG
58 eg2601 20250930 4233.00 ... 4200.00 4225.00 EG
59 eg2602 20250930 4199.00 ... 4213.00 4233.00 EG
60 eg2603 20250930 4215.00 ... 4219.00 4237.00 EG
61 eg2604 20250930 4250.00 ... 4257.00 4262.00 EG
62 eg2605 20250930 4283.00 ... 4268.00 4287.00 EG
63 eg2606 20250930 4271.00 ... 4268.00 4270.00 EG
64 eg2607 20250930 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250930 0.00 ... 4345.00 4346.00 EG
66 eg2609 20250930 0.00 ... 4315.00 4367.00 EG
67 fb2510 20250930 1261.00 ... 1269.00 1266.00 FB
68 fb2511 20250930 1251.50 ... 1251.00 1252.00 FB
69 fb2512 20250930 1252.00 ... 1247.50 1253.00 FB
70 fb2601 20250930 1254.00 ... 1251.50 1255.00 FB
71 fb2602 20250930 1253.00 ... 1253.00 1254.50 FB
72 fb2603 20250930 1238.50 ... 1240.00 1240.00 FB
73 fb2604 20250930 1273.50 ... 1272.50 1254.50 FB
74 fb2605 20250930 0.00 ... 1299.00 1299.00 FB
75 fb2606 20250930 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250930 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250930 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250930 0.00 ... 1296.00 1296.00 FB
79 i2510 20250930 803.50 ... 799.50 803.50 I
80 i2511 20250930 803.50 ... 799.50 801.50 I
81 i2512 20250930 795.50 ... 792.50 794.00 I
82 i2601 20250930 785.00 ... 783.00 785.50 I
83 i2602 20250930 780.00 ... 778.00 780.50 I
84 i2603 20250930 774.50 ... 773.00 775.50 I
85 i2604 20250930 771.00 ... 769.00 771.50 I
86 i2605 20250930 763.00 ... 761.50 765.00 I
87 i2606 20250930 758.00 ... 756.50 760.00 I
88 i2607 20250930 753.50 ... 752.00 755.00 I
89 i2608 20250930 749.00 ... 747.50 750.50 I
90 i2609 20250930 744.00 ... 741.50 745.50 I
91 j2510 20250930 1579.50 ... 1587.00 1578.50 J
92 j2511 20250930 1590.50 ... 1589.50 1595.50 J
93 j2512 20250930 1622.50 ... 1622.00 1637.50 J
94 j2601 20250930 1650.00 ... 1645.50 1666.50 J
95 j2602 20250930 1676.50 ... 1676.50 1688.00 J
96 j2603 20250930 1698.00 ... 1698.00 1725.00 J
97 j2604 20250930 1767.00 ... 1766.00 1767.50 J
98 j2605 20250930 1798.50 ... 1790.50 1808.00 J
99 j2606 20250930 0.00 ... 1817.00 1830.50 J
100 j2607 20250930 0.00 ... 1833.50 1875.00 J
101 j2608 20250930 0.00 ... 1853.50 1869.50 J
102 j2609 20250930 1868.50 ... 1852.00 1890.50 J
103 jd2510 20250930 2921.00 ... 2911.00 2928.00 JD
104 jd2511 20250930 3006.00 ... 3018.00 3028.00 JD
105 jd2512 20250930 3179.00 ... 3180.00 3175.00 JD
106 jd2601 20250930 3352.00 ... 3353.00 3348.00 JD
107 jd2602 20250930 3099.00 ... 3105.00 3090.00 JD
108 jd2603 20250930 3122.00 ... 3125.00 3113.00 JD
109 jd2604 20250930 3243.00 ... 3247.00 3236.00 JD
110 jd2605 20250930 3390.00 ... 3399.00 3386.00 JD
111 jd2606 20250930 3226.00 ... 3236.00 3226.00 JD
112 jd2607 20250930 3478.00 ... 3481.00 3472.00 JD
113 jd2608 20250930 3930.00 ... 3935.00 3921.00 JD
114 jd2609 20250930 3803.00 ... 3809.00 3796.00 JD
115 jm2510 20250930 1009.50 ... 979.00 1010.50 JM
116 jm2511 20250930 1024.00 ... 1009.50 1034.50 JM
117 jm2512 20250930 1089.00 ... 1071.00 1102.50 JM
118 jm2601 20250930 1155.50 ... 1146.00 1171.50 JM
119 jm2602 20250930 1181.50 ... 1172.00 1194.00 JM
120 jm2603 20250930 1196.00 ... 1188.50 1216.00 JM
121 jm2604 20250930 1228.00 ... 1205.50 1233.50 JM
122 jm2605 20250930 1241.00 ... 1231.50 1258.50 JM
123 jm2606 20250930 1266.00 ... 1238.50 1270.00 JM
124 jm2607 20250930 1282.00 ... 1256.50 1292.00 JM
125 jm2608 20250930 1308.50 ... 1278.00 1310.00 JM
126 jm2609 20250930 1319.00 ... 1308.00 1333.50 JM
127 l2510 20250930 7066.00 ... 7039.00 7091.00 L
128 l2511 20250930 7121.00 ... 7100.00 7114.00 L
129 l2512 20250930 7150.00 ... 7134.00 7150.00 L
130 l2601 20250930 7170.00 ... 7156.00 7174.00 L
131 l2602 20250930 7156.00 ... 7152.00 7168.00 L
132 l2603 20250930 7163.00 ... 7163.00 7188.00 L
133 l2604 20250930 7207.00 ... 7207.00 7221.00 L
134 l2605 20250930 7192.00 ... 7194.00 7213.00 L
135 l2606 20250930 7196.00 ... 7193.00 7214.00 L
136 l2607 20250930 7212.00 ... 7212.00 7219.00 L
137 l2608 20250930 7233.00 ... 7235.00 7240.00 L
138 l2609 20250930 7219.00 ... 7217.00 7237.00 L
139 lg2511 20250930 811.50 ... 820.00 809.00 LG
140 lg2601 20250930 823.00 ... 824.50 820.50 LG
141 lg2603 20250930 830.00 ... 830.00 826.50 LG
142 lg2605 20250930 830.00 ... 830.50 827.50 LG
143 lg2607 20250930 832.00 ... 831.00 828.50 LG
144 lg2609 20250930 836.00 ... 834.00 820.50 LG
145 lh2511 20250930 12335.00 ... 12320.00 12345.00 LH
146 lh2601 20250930 12755.00 ... 12750.00 12835.00 LH
147 lh2603 20250930 12420.00 ... 12395.00 12450.00 LH
148 lh2605 20250930 12810.00 ... 12820.00 12845.00 LH
149 lh2607 20250930 13360.00 ... 13430.00 13360.00 LH
150 lh2609 20250930 13920.00 ... 13995.00 13980.00 LH
151 m2511 20250930 2905.00 ... 2907.00 2906.00 M
152 m2512 20250930 2945.00 ... 2945.00 2945.00 M
153 m2601 20250930 2938.00 ... 2933.00 2937.00 M
154 m2603 20250930 2910.00 ... 2900.00 2913.00 M
155 m2605 20250930 2742.00 ... 2741.00 2749.00 M
156 m2607 20250930 2727.00 ... 2725.00 2735.00 M
157 m2608 20250930 2852.00 ... 2846.00 2854.00 M
158 m2609 20250930 2851.00 ... 2850.00 2857.00 M
159 p2510 20250930 9114.00 ... 9058.00 9102.00 P
160 p2511 20250930 9178.00 ... 9142.00 9188.00 P
161 p2512 20250930 9164.00 ... 9156.00 9204.00 P
162 p2601 20250930 9204.00 ... 9190.00 9234.00 P
163 p2602 20250930 9170.00 ... 9176.00 9224.00 P
164 p2603 20250930 9166.00 ... 9152.00 9196.00 P
165 p2604 20250930 9076.00 ... 9076.00 9152.00 P
166 p2605 20250930 9030.00 ... 9004.00 9056.00 P
167 p2606 20250930 0.00 ... 8978.00 8978.00 P
168 p2607 20250930 8804.00 ... 8796.00 8880.00 P
169 p2608 20250930 8718.00 ... 8696.00 8770.00 P
170 p2609 20250930 8630.00 ... 8618.00 8676.00 P
171 pg2510 20250930 4426.00 ... 4443.00 4448.00 PG
172 pg2511 20250930 4280.00 ... 4295.00 4295.00 PG
173 pg2512 20250930 4200.00 ... 4202.00 4213.00 PG
174 pg2601 20250930 4130.00 ... 4132.00 4143.00 PG
175 pg2602 20250930 4065.00 ... 4064.00 4077.00 PG
176 pg2603 20250930 3983.00 ... 3981.00 3996.00 PG
177 pg2604 20250930 4323.00 ... 4332.00 4352.00 PG
178 pg2605 20250930 4251.00 ... 4253.00 4268.00 PG
179 pg2606 20250930 4191.00 ... 4199.00 4212.00 PG
180 pg2607 20250930 4130.00 ... 4139.00 4156.00 PG
181 pg2608 20250930 4074.00 ... 4081.00 4101.00 PG
182 pg2609 20250930 4055.00 ... 4082.00 4093.00 PG
183 pp2510 20250930 6797.00 ... 6758.00 6782.00 PP
184 pp2511 20250930 6821.00 ... 6801.00 6823.00 PP
185 pp2512 20250930 6860.00 ... 6839.00 6862.00 PP
186 pp2601 20250930 6898.00 ... 6873.00 6899.00 PP
187 pp2602 20250930 6867.00 ... 6866.00 6888.00 PP
188 pp2603 20250930 6860.00 ... 6862.00 6890.00 PP
189 pp2604 20250930 6891.00 ... 6884.00 6932.00 PP
190 pp2605 20250930 6930.00 ... 6910.00 6940.00 PP
191 pp2606 20250930 6882.00 ... 6874.00 6908.00 PP
192 pp2607 20250930 6854.00 ... 6846.00 6873.00 PP
193 pp2608 20250930 6862.00 ... 6862.00 6884.00 PP
194 pp2609 20250930 6890.00 ... 6890.00 6915.00 PP
195 rr2510 20250930 3619.00 ... 3612.00 3619.00 RR
196 rr2511 20250930 3613.00 ... 3616.00 3613.00 RR
197 rr2512 20250930 3605.00 ... 3604.00 3610.00 RR
198 rr2601 20250930 3623.00 ... 3624.00 3619.00 RR
199 rr2602 20250930 3606.00 ... 3614.00 3609.00 RR
200 rr2603 20250930 3613.00 ... 3613.00 3613.00 RR
201 rr2604 20250930 3621.00 ... 3621.00 3616.00 RR
202 rr2605 20250930 3607.00 ... 3607.00 3615.00 RR
203 rr2606 20250930 3608.00 ... 3608.00 3600.00 RR
204 rr2607 20250930 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250930 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250930 0.00 ... 3630.00 3623.00 RR
207 v2510 20250930 4777.00 ... 4733.00 4780.00 V
208 v2511 20250930 4808.00 ... 4770.00 4808.00 V
209 v2512 20250930 4843.00 ... 4807.00 4850.00 V
210 v2601 20250930 4888.00 ... 4858.00 4895.00 V
211 v2602 20250930 4926.00 ... 4903.00 4934.00 V
212 v2603 20250930 4956.00 ... 4928.00 4964.00 V
213 v2604 20250930 5161.00 ... 5137.00 5165.00 V
214 v2605 20250930 5198.00 ... 5172.00 5202.00 V
215 v2606 20250930 5214.00 ... 5203.00 5239.00 V
216 v2607 20250930 5243.00 ... 5238.00 5263.00 V
217 v2608 20250930 5280.00 ... 5272.00 5296.00 V
218 v2609 20250930 5335.00 ... 5308.00 5331.00 V
219 y2511 20250930 8144.00 ... 8128.00 8166.00 Y
220 y2512 20250930 8186.00 ... 8168.00 8210.00 Y
221 y2601 20250930 8136.00 ... 8114.00 8154.00 Y
222 y2603 20250930 8086.00 ... 8066.00 8114.00 Y
223 y2605 20250930 7898.00 ... 7876.00 7932.00 Y
224 y2607 20250930 7856.00 ... 7844.00 7882.00 Y
225 y2608 20250930 7830.00 ... 7830.00 7878.00 Y
226 y2609 20250930 7824.00 ... 7816.00 7858.00 Y
[227 rows x 12 columns]
2025-10-10 16:26:36,582 - future_1d - INFO - ak.get_dce_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 PS2510 20250930 51510.0 ... 50845.0 51180.0 PS
1 PS2511 20250930 51425.0 ... 50765.0 50825.0 PS
2 PS2512 20250930 53620.0 ... 53270.0 53265.0 PS
3 PS2601 20250930 53215.0 ... 52955.0 52840.0 PS
4 PS2602 20250930 53215.0 ... 52730.0 52755.0 PS
5 PS2603 20250930 52755.0 ... 52665.0 52695.0 PS
6 PS2604 20250930 52705.0 ... 52665.0 52835.0 PS
7 PS2605 20250930 53040.0 ... 52670.0 52525.0 PS
8 PS2606 20250930 55000.0 ... 54735.0 54545.0 PS
9 PS2607 20250930 54945.0 ... 54590.0 54395.0 PS
10 PS2608 20250930 54000.0 ... 54375.0 54205.0 PS
11 PS2609 20250930 53895.0 ... 54400.0 54000.0 PS
13 SI2510 20250930 8610.0 ... 8660.0 8675.0 SI
14 SI2511 20250930 8615.0 ... 8665.0 8655.0 SI
15 SI2512 20250930 9030.0 ... 9050.0 9045.0 SI
16 SI2601 20250930 8960.0 ... 9000.0 8995.0 SI
17 SI2602 20250930 9000.0 ... 9005.0 9000.0 SI
18 SI2603 20250930 9030.0 ... 9020.0 9020.0 SI
19 SI2604 20250930 9035.0 ... 9030.0 9035.0 SI
20 SI2605 20250930 9045.0 ... 9035.0 9035.0 SI
21 SI2606 20250930 9040.0 ... 9050.0 9080.0 SI
22 SI2607 20250930 9070.0 ... 9060.0 9070.0 SI
23 SI2608 20250930 9080.0 ... 9085.0 9055.0 SI
24 SI2609 20250930 9105.0 ... 9085.0 9075.0 SI
27 LC2510 20250930 74400.0 ... 73340.0 72720.0 LC
28 LC2511 20250930 73980.0 ... 73140.0 73700.0 LC
29 LC2512 20250930 73360.0 ... 73220.0 73780.0 LC
30 LC2601 20250930 73960.0 ... 73160.0 73640.0 LC
31 LC2602 20250930 73560.0 ... 72800.0 73500.0 LC
32 LC2603 20250930 73520.0 ... 72800.0 73440.0 LC
33 LC2604 20250930 73820.0 ... 73200.0 73840.0 LC
34 LC2605 20250930 73720.0 ... 73280.0 73680.0 LC
35 LC2606 20250930 73620.0 ... 73100.0 73500.0 LC
36 LC2607 20250930 74000.0 ... 72960.0 73380.0 LC
37 LC2608 20250930 73680.0 ... 73120.0 73480.0 LC
38 LC2609 20250930 73520.0 ... 73100.0 73320.0 LC
[36 rows x 12 columns]
2025-10-10 16:26:36,756 - future_1d - INFO - ak.get_gfex_daily('2025-09-30') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250930 8654.0 9188.0 ... 60296.16 8739.0 8647.0 AP
1 AP511 20250930 8508.0 8600.0 ... 20921.98 8550.0 8444.0 AP
2 AP512 20250930 8469.0 8570.0 ... 3388.44 8535.0 8453.0 AP
3 AP601 20250930 8512.0 8630.0 ... 836435.36 8577.0 8513.0 AP
4 AP603 20250930 8377.0 8442.0 ... 1253.61 8413.0 8349.0 AP
5 AP604 20250930 8368.0 8421.0 ... 142.64 8390.0 8339.0 AP
6 AP605 20250930 8368.0 8450.0 ... 8622.75 8429.0 8371.0 AP
7 CF511 20250930 13330.0 13330.0 ... 270526.29 13225.0 13345.0 CF
8 CF601 20250930 13325.0 13340.0 ... 2087881.67 13245.0 13365.0 CF
9 CF603 20250930 13300.0 13300.0 ... 7061.79 13235.0 13355.0 CF
10 CF605 20250930 13345.0 13345.0 ... 364324.46 13265.0 13370.0 CF
11 CF607 20250930 13375.0 13375.0 ... 2311.00 13280.0 13400.0 CF
12 CF609 20250930 13480.0 13495.0 ... 2271.10 13440.0 13540.0 CF
13 CJ512 20250930 10850.0 10885.0 ... 4345.82 10715.0 10910.0 CJ
14 CJ601 20250930 10920.0 10950.0 ... 702285.44 10790.0 10955.0 CJ
15 CJ603 20250930 10870.0 10905.0 ... 11986.93 10725.0 10945.0 CJ
16 CJ605 20250930 10980.0 11000.0 ... 107221.41 10835.0 11020.0 CJ
17 CJ607 20250930 11065.0 11080.0 ... 5336.45 10900.0 11110.0 CJ
18 CJ609 20250930 11185.0 11210.0 ... 3257.73 11025.0 11245.0 CJ
19 CY510 20250930 0.0 0.0 ... 0.00 19465.0 19600.0 CY
20 CY511 20250930 19475.0 19495.0 ... 121116.60 19395.0 19530.0 CY
21 CY512 20250930 0.0 0.0 ... 0.00 19310.0 19415.0 CY
22 CY601 20250930 19440.0 19440.0 ... 2023.68 19365.0 19505.0 CY
23 CY602 20250930 0.0 0.0 ... 0.00 19485.0 19600.0 CY
24 CY603 20250930 0.0 0.0 ... 0.00 19730.0 19775.0 CY
25 CY604 20250930 0.0 0.0 ... 0.00 19485.0 19545.0 CY
26 CY605 20250930 19445.0 19470.0 ... 38.91 19455.0 19575.0 CY
27 CY606 20250930 0.0 0.0 ... 0.00 19485.0 19555.0 CY
28 CY607 20250930 0.0 0.0 ... 0.00 19850.0 19915.0 CY
29 CY608 20250930 0.0 0.0 ... 0.00 19550.0 19735.0 CY
30 CY609 20250930 0.0 0.0 ... 0.00 19805.0 19885.0 CY
31 FG510 20250930 1100.0 1120.0 ... 3881.29 1108.0 1117.0 FG
32 FG511 20250930 1107.0 1124.0 ... 163782.13 1112.0 1112.0 FG
33 FG512 20250930 1228.0 1244.0 ... 78257.85 1232.0 1230.0 FG
34 FG601 20250930 1224.0 1244.0 ... 4198546.07 1230.0 1229.0 FG
35 FG602 20250930 1283.0 1300.0 ... 27781.12 1286.0 1285.0 FG
36 FG603 20250930 1284.0 1300.0 ... 1945.17 1286.0 1287.0 FG
37 FG604 20250930 1350.0 1360.0 ... 716.47 1347.0 1348.0 FG
38 FG605 20250930 1342.0 1358.0 ... 102598.59 1344.0 1347.0 FG
39 FG606 20250930 1376.0 1388.0 ... 2183.60 1380.0 1378.0 FG
40 FG607 20250930 1368.0 1381.0 ... 3051.97 1372.0 1372.0 FG
41 FG608 20250930 1418.0 1425.0 ... 598.92 1413.0 1418.0 FG
42 FG609 20250930 1417.0 1427.0 ... 4165.29 1414.0 1420.0 FG
43 JR511 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250930 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250930 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250930 2272.0 2272.0 ... 2711.56 2254.0 2261.0 MA
52 MA511 20250930 2293.0 2297.0 ... 111051.90 2285.0 2298.0 MA
53 MA512 20250930 2335.0 2339.0 ... 121405.42 2322.0 2335.0 MA
54 MA601 20250930 2357.0 2360.0 ... 1019368.64 2340.0 2356.0 MA
55 MA602 20250930 2386.0 2387.0 ... 66650.25 2369.0 2383.0 MA
56 MA603 20250930 2388.0 2389.0 ... 524.20 2383.0 2396.0 MA
57 MA604 20250930 2378.0 2386.0 ... 35.69 2379.0 2392.0 MA
58 MA605 20250930 2390.0 2390.0 ... 68396.86 2373.0 2386.0 MA
59 MA606 20250930 2383.0 2383.0 ... 4.76 2381.0 2396.0 MA
60 MA607 20250930 2361.0 2361.0 ... 61.16 2352.0 2366.0 MA
61 MA608 20250930 2358.0 2359.0 ... 14.14 2356.0 2373.0 MA
62 MA609 20250930 2340.0 2340.0 ... 1702.43 2335.0 2347.0 MA
63 OI511 20250930 10231.0 10249.0 ... 454149.03 10215.0 10288.0 OI
64 OI601 20250930 10077.0 10083.0 ... 1823926.01 10046.0 10128.0 OI
65 OI603 20250930 9838.0 9854.0 ... 29618.45 9827.0 9870.0 OI
66 OI605 20250930 9578.0 9582.0 ... 89584.73 9522.0 9615.0 OI
67 OI607 20250930 9502.0 9512.0 ... 227.37 9474.0 9555.0 OI
68 OI609 20250930 9442.0 9466.0 ... 508.48 9416.0 9491.0 OI
69 PF510 20250930 6316.0 6316.0 ... 2255.92 6266.0 6318.0 PF
70 PF511 20250930 6322.0 6332.0 ... 575263.51 6274.0 6326.0 PF
71 PF512 20250930 6286.0 6290.0 ... 300667.05 6240.0 6294.0 PF
72 PF601 20250930 6328.0 6334.0 ... 38697.86 6282.0 6340.0 PF
73 PF602 20250930 6332.0 6338.0 ... 109458.18 6274.0 6340.0 PF
74 PF603 20250930 6336.0 6336.0 ... 286.36 6294.0 6352.0 PF
75 PF604 20250930 6364.0 6364.0 ... 25.38 6346.0 6422.0 PF
76 PF605 20250930 6394.0 6394.0 ... 57.16 6352.0 6430.0 PF
77 PF606 20250930 6400.0 6400.0 ... 15.91 6362.0 6424.0 PF
78 PF607 20250930 0.0 0.0 ... 0.00 6400.0 6432.0 PF
79 PF608 20250930 6418.0 6418.0 ... 3.21 6418.0 6448.0 PF
80 PF609 20250930 6404.0 6404.0 ... 3.20 6404.0 6498.0 PF
81 PK510 20250930 7796.0 7796.0 ... 6876.31 7688.0 7800.0 PK
82 PK511 20250930 7816.0 7834.0 ... 384511.20 7770.0 7834.0 PK
83 PK512 20250930 7818.0 7828.0 ... 138264.68 7768.0 7826.0 PK
84 PK601 20250930 7814.0 7828.0 ... 69079.42 7782.0 7820.0 PK
85 PK603 20250930 7836.0 7836.0 ... 241.87 7802.0 7846.0 PK
86 PK604 20250930 7826.0 7828.0 ... 261.85 7816.0 7846.0 PK
87 PK605 20250930 7842.0 7848.0 ... 5509.65 7822.0 7846.0 PK
88 PL601 20250930 6371.0 6372.0 ... 38008.34 6343.0 6375.0 PL
89 PL602 20250930 6369.0 6399.0 ... 689.27 6382.0 6403.0 PL
90 PL603 20250930 6374.0 6395.0 ... 51.09 6387.0 6424.0 PL
91 PL604 20250930 6383.0 6383.0 ... 38.18 6363.0 6425.0 PL
92 PL605 20250930 6352.0 6353.0 ... 63.31 6331.0 6371.0 PL
93 PL606 20250930 6378.0 6378.0 ... 12.76 6378.0 6430.0 PL
94 PL607 20250930 6334.0 6334.0 ... 12.67 6334.0 6399.0 PL
95 PL608 20250930 0.0 0.0 ... 0.00 6440.0 6440.0 PL
96 PL609 20250930 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250930 5828.0 5828.0 ... 2493.66 5792.0 5828.0 PR
104 PR511 20250930 5790.0 5790.0 ... 623368.94 5754.0 5798.0 PR
105 PR512 20250930 5788.0 5788.0 ... 507644.12 5754.0 5802.0 PR
106 PR601 20250930 5792.0 5792.0 ... 191697.67 5748.0 5802.0 PR
107 PR602 20250930 5822.0 5822.0 ... 277.48 5782.0 5838.0 PR
108 PR603 20250930 5792.0 5814.0 ... 112.97 5794.0 5858.0 PR
109 PR604 20250930 5854.0 5854.0 ... 52.46 5830.0 5890.0 PR
110 PR605 20250930 5874.0 5874.0 ... 26.38 5864.0 5906.0 PR
111 PR606 20250930 0.0 0.0 ... 0.00 5902.0 5940.0 PR
112 PR607 20250930 0.0 0.0 ... 0.00 5904.0 5940.0 PR
113 PR608 20250930 0.0 0.0 ... 0.00 5906.0 5918.0 PR
114 PR609 20250930 0.0 0.0 ... 0.00 5904.0 5908.0 PR
115 PX510 20250930 6624.0 6624.0 ... 16806.69 6620.0 6632.0 PX
116 PX511 20250930 6654.0 6664.0 ... 622492.93 6566.0 6664.0 PX
117 PX512 20250930 6638.0 6638.0 ... 270854.29 6558.0 6650.0 PX
118 PX601 20250930 6612.0 6632.0 ... 135776.97 6562.0 6640.0 PX
119 PX602 20250930 6642.0 6642.0 ... 16461.99 6570.0 6648.0 PX
120 PX603 20250930 6622.0 6622.0 ... 6.58 6584.0 6634.0 PX
121 PX604 20250930 6620.0 6620.0 ... 3.31 6620.0 6620.0 PX
122 PX605 20250930 6626.0 6646.0 ... 1102.30 6602.0 6670.0 PX
123 PX606 20250930 6600.0 6600.0 ... 3.30 6600.0 6656.0 PX
124 PX607 20250930 0.0 0.0 ... 0.00 6636.0 6646.0 PX
125 PX608 20250930 0.0 0.0 ... 0.00 6644.0 6686.0 PX
126 PX609 20250930 6578.0 6578.0 ... 3.29 6578.0 6714.0 PX
127 RI511 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250930 2480.0 2497.0 ... 8139.49 2490.0 2472.0 RM
134 RM601 20250930 2422.0 2440.0 ... 528254.87 2427.0 2413.0 RM
135 RM603 20250930 2337.0 2351.0 ... 5692.14 2339.0 2338.0 RM
136 RM605 20250930 2325.0 2334.0 ... 74064.09 2325.0 2328.0 RM
137 RM607 20250930 2316.0 2325.0 ... 4560.66 2316.0 2319.0 RM
138 RM608 20250930 2420.0 2425.0 ... 210.34 2418.0 2419.0 RM
139 RM609 20250930 2410.0 2415.0 ... 1103.17 2409.0 2408.0 RM
140 RS511 20250930 5283.0 5309.0 ... 73.95 5282.0 5318.0 RS
141 RS607 20250930 5597.0 5597.0 ... 11.19 5597.0 5568.0 RS
142 RS608 20250930 5530.0 5530.0 ... 11.04 5520.0 5565.0 RS
143 RS609 20250930 5587.0 5587.0 ... 11.12 5561.0 5561.0 RS
144 SA510 20250930 1190.0 1197.0 ... 10378.71 1184.0 1201.0 SA
145 SA511 20250930 1204.0 1211.0 ... 303831.37 1200.0 1209.0 SA
146 SA512 20250930 1268.0 1274.0 ... 226952.20 1263.0 1272.0 SA
147 SA601 20250930 1276.0 1285.0 ... 1993194.14 1272.0 1284.0 SA
148 SA602 20250930 1308.0 1315.0 ... 125572.31 1306.0 1311.0 SA
149 SA603 20250930 1314.0 1322.0 ... 5678.87 1310.0 1322.0 SA
150 SA604 20250930 1361.0 1365.0 ... 3056.60 1356.0 1365.0 SA
151 SA605 20250930 1363.0 1373.0 ... 76670.24 1363.0 1373.0 SA
152 SA606 20250930 1384.0 1389.0 ... 540.73 1379.0 1389.0 SA
153 SA607 20250930 1387.0 1390.0 ... 1188.55 1379.0 1391.0 SA
154 SA608 20250930 1420.0 1427.0 ... 416.61 1417.0 1428.0 SA
155 SA609 20250930 1428.0 1434.0 ... 2912.70 1424.0 1434.0 SA
156 SF510 20250930 5426.0 5438.0 ... 2701.47 5356.0 5402.0 SF
157 SF511 20250930 5610.0 5640.0 ... 531899.90 5534.0 5590.0 SF
158 SF512 20250930 5530.0 5610.0 ... 112661.52 5506.0 5574.0 SF
159 SF601 20250930 5586.0 5600.0 ... 210276.13 5504.0 5558.0 SF
160 SF602 20250930 5524.0 5540.0 ... 25776.54 5462.0 5524.0 SF
161 SF603 20250930 5654.0 5672.0 ... 273.31 5636.0 5704.0 SF
162 SF604 20250930 5622.0 5622.0 ... 2.81 5622.0 5708.0 SF
163 SF605 20250930 5684.0 5684.0 ... 4323.82 5608.0 5684.0 SF
164 SF606 20250930 5602.0 5612.0 ... 145.05 5580.0 5644.0 SF
165 SF607 20250930 5760.0 5776.0 ... 103.36 5742.0 5802.0 SF
166 SF608 20250930 5734.0 5734.0 ... 8.60 5734.0 5774.0 SF
167 SF609 20250930 5728.0 5728.0 ... 17.14 5714.0 5760.0 SF
168 SH510 20250930 2449.0 2510.0 ... 10358.01 2484.0 2453.0 SH
169 SH511 20250930 2479.0 2504.0 ... 281768.52 2484.0 2479.0 SH
170 SH512 20250930 2517.0 2541.0 ... 140798.43 2525.0 2519.0 SH
171 SH601 20250930 2511.0 2531.0 ... 1314763.35 2515.0 2513.0 SH
172 SH602 20250930 2535.0 2558.0 ... 44008.96 2545.0 2539.0 SH
173 SH603 20250930 2545.0 2568.0 ... 3457.96 2561.0 2553.0 SH
174 SH604 20250930 2590.0 2610.0 ... 202.95 2602.0 2597.0 SH
175 SH605 20250930 2603.0 2619.0 ... 10852.91 2606.0 2604.0 SH
176 SH606 20250930 2608.0 2634.0 ... 118.25 2628.0 2609.0 SH
177 SH607 20250930 2604.0 2629.0 ... 47.15 2619.0 2604.0 SH
178 SH608 20250930 2616.0 2641.0 ... 78.94 2631.0 2627.0 SH
179 SH609 20250930 2650.0 2650.0 ... 39.68 2645.0 2644.0 SH
180 SM510 20250930 5690.0 5690.0 ... 1942.24 5646.0 5684.0 SM
181 SM511 20250930 5790.0 5818.0 ... 228078.39 5750.0 5786.0 SM
182 SM512 20250930 5808.0 5820.0 ... 94951.87 5752.0 5802.0 SM
183 SM601 20250930 5818.0 5832.0 ... 508647.04 5768.0 5802.0 SM
184 SM602 20250930 5812.0 5840.0 ... 119190.72 5776.0 5812.0 SM
185 SM603 20250930 5832.0 5832.0 ... 1241.10 5786.0 5832.0 SM
186 SM604 20250930 5780.0 5800.0 ... 11.58 5790.0 5874.0 SM
187 SM605 20250930 5852.0 5858.0 ... 18042.19 5808.0 5838.0 SM
188 SM606 20250930 5808.0 5824.0 ... 17.44 5814.0 5840.0 SM
189 SM607 20250930 5824.0 5838.0 ... 43.67 5824.0 5864.0 SM
190 SM608 20250930 0.0 0.0 ... 0.00 5848.0 5880.0 SM
191 SM609 20250930 5870.0 5890.0 ... 2567.40 5842.0 5868.0 SM
192 SR511 20250930 5502.0 5544.0 ... 176512.48 5527.0 5519.0 SR
193 SR601 20250930 5478.0 5504.0 ... 860048.13 5490.0 5489.0 SR
194 SR603 20250930 5464.0 5484.0 ... 2586.40 5468.0 5473.0 SR
195 SR605 20250930 5434.0 5463.0 ... 60961.36 5450.0 5448.0 SR
196 SR607 20250930 5443.0 5456.0 ... 3895.77 5441.0 5447.0 SR
197 SR609 20250930 5436.0 5457.0 ... 4317.42 5444.0 5449.0 SR
198 TA510 20250930 4606.0 4606.0 ... 25830.06 4544.0 4606.0 TA
199 TA511 20250930 4612.0 4620.0 ... 275267.45 4574.0 4626.0 TA
200 TA512 20250930 4630.0 4632.0 ... 146981.18 4584.0 4638.0 TA
201 TA601 20250930 4642.0 4644.0 ... 1365439.97 4598.0 4650.0 TA
202 TA602 20250930 4658.0 4658.0 ... 42887.93 4604.0 4664.0 TA
203 TA603 20250930 4664.0 4664.0 ... 429.84 4622.0 4676.0 TA
204 TA604 20250930 4626.0 4632.0 ... 20.80 4624.0 4662.0 TA
205 TA605 20250930 4690.0 4690.0 ... 47284.05 4640.0 4694.0 TA
206 TA606 20250930 0.0 0.0 ... 0.00 4652.0 4696.0 TA
207 TA607 20250930 4652.0 4652.0 ... 2.33 4652.0 4704.0 TA
208 TA608 20250930 0.0 0.0 ... 0.00 4690.0 4718.0 TA
209 TA609 20250930 4710.0 4716.0 ... 388.39 4680.0 4740.0 TA
210 UR510 20250930 1541.0 1564.0 ... 3756.60 1543.0 1541.0 UR
211 UR511 20250930 1636.0 1648.0 ... 55295.79 1639.0 1632.0 UR
212 UR512 20250930 1649.0 1661.0 ... 18717.68 1651.0 1646.0 UR
213 UR601 20250930 1660.0 1674.0 ... 333509.96 1666.0 1657.0 UR
214 UR602 20250930 1670.0 1684.0 ... 277.77 1673.0 1663.0 UR
215 UR603 20250930 1728.0 1728.0 ... 85.71 1714.0 1710.0 UR
216 UR604 20250930 1713.0 1716.0 ... 44.57 1714.0 1708.0 UR
217 UR605 20250930 1712.0 1723.0 ... 18807.02 1715.0 1708.0 UR
218 UR606 20250930 1715.0 1721.0 ... 113.28 1716.0 1709.0 UR
219 UR607 20250930 1743.0 1743.0 ... 3.49 1743.0 1743.0 UR
220 UR608 20250930 1728.0 1742.0 ... 13.90 1737.0 1737.0 UR
221 UR609 20250930 1737.0 1742.0 ... 236.18 1737.0 1730.0 UR
222 WH511 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 16:26:37,077 - future_1d - INFO - ak.get_czce_daily('2025-09-30') done
2025-10-10 16:26:38,842 - future_1d - INFO - save future_daily 2025-09-30 completed
symbol date open ... settle pre_settle variety
0 IC2510 20251009 7445.000 ... 7531.400 7394.200 IC
1 IC2511 20251009 7381.800 ... 7471.600 7332.800 IC
2 IC2512 20251009 7330.000 ... 7432.800 7288.800 IC
3 IC2603 20251009 7180.000 ... 7272.200 7115.800 IC
4 IF2510 20251009 4655.000 ... 4712.000 4637.200 IF
5 IF2511 20251009 4649.600 ... 4703.200 4627.400 IF
6 IF2512 20251009 4639.000 ... 4694.400 4621.200 IF
7 IF2603 20251009 4617.000 ... 4672.600 4596.200 IF
8 IH2510 20251009 3000.000 ... 3022.800 2988.600 IH
9 IH2511 20251009 3001.000 ... 3022.200 2987.000 IH
10 IH2512 20251009 2996.000 ... 3024.200 2988.600 IH
11 IH2603 20251009 3001.200 ... 3023.800 2989.400 IH
12 IM2510 20251009 7599.600 ... 7618.800 7556.400 IM
13 IM2511 20251009 7521.800 ... 7539.400 7484.200 IM
14 IM2512 20251009 7444.000 ... 7467.800 7408.400 IM
15 IM2603 20251009 7220.000 ... 7248.800 7184.200 IM
16 T2512 20251009 107.855 ... 108.050 107.885 T
17 T2603 20251009 107.525 ... 107.730 107.565 T
18 T2606 20251009 107.465 ... 107.615 107.465 T
19 TF2512 20251009 105.600 ... 105.750 105.655 TF
20 TF2603 20251009 105.500 ... 105.610 105.525 TF
21 TF2606 20251009 105.425 ... 105.625 105.575 TF
22 TL2512 20251009 113.800 ... 114.530 114.000 TL
23 TL2603 20251009 113.650 ... 114.180 113.660 TL
24 TL2606 20251009 113.600 ... 114.140 113.640 TL
25 TS2512 20251009 102.360 ... 102.410 102.374 TS
26 TS2603 20251009 102.280 ... 102.304 102.282 TS
27 TS2606 20251009 102.350 ... 102.356 102.322 TS
[28 rows x 12 columns]
2025-10-10 16:26:44,808 - future_1d - INFO - ak.get_cffex_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251009 470.9 472.5 ... 2084237.8 468.7 480.5 SC
1 SC2512 20251009 472 474.9 ... 1261843.21 471.4 482 SC
2 SC2601 20251009 474.1 474.2 ... 524626.75 471.2 481.6 SC
3 SC2602 20251009 472.9 473.3 ... 28075.25 470.2 481.1 SC
4 SC2603 20251009 472.1 473 ... 15122.65 469.6 480.5 SC
5 SC2604 20251009 471 472.7 ... 6857.14 469.6 480.4 SC
6 SC2605 20251009 478.1 478.1 ... 5740.53 470.5 482.3 SC
7 SC2606 20251009 466.2 472.1 ... 18476.2 468.9 479.5 SC
8 SC2607 20251009 477 477 ... 282.52 470.8 478.7 SC
9 SC2608 20251009 469.5 471.3 ... 469.55 469.5 477.6 SC
10 SC2609 20251009 466.2 471.1 ... 1222.99 470.3 478.3 SC
11 SC2610 20251009 ... 0 471 478.3 SC
12 SC2612 20251009 465.3 465.3 ... 185.52 463.8 473.7 SC
13 SC2703 20251009 ... 0 472 472.1 SC
14 SC2706 20251009 ... 0 469.9 473 SC
15 SC2709 20251009 ... 0 469.4 476.2 SC
16 SC2712 20251009 ... 0 465.9 474 SC
17 SC2803 20251009 458 458 ... 91.6 458 475.1 SC
18 SC2806 20251009 458.7 460 ... 1001.62 455.2 465.8 SC
19 SC2809 20251009 459 459 ... 91.64 458.2 465.9 SC
21 LU2511 20251009 3328 3360 ... 100605.809 3329 3402 LU
22 LU2512 20251009 3349 3360 ... 156925.469 3342 3417 LU
23 LU2601 20251009 3346 3346 ... 81003.807 3326 3398 LU
24 LU2602 20251009 3329 3332 ... 3315.233 3318 3400 LU
25 LU2603 20251009 3377 3377 ... 379.372 3327 3375 LU
26 LU2604 20251009 3299 3305 ... 29.7 3300 3371 LU
27 LU2605 20251009 3255 3301 ... 16.394 3278 3358 LU
28 LU2606 20251009 3284 3298 ... 13.156 3289 3361 LU
29 LU2607 20251009 3278 3284 ... 16.383 3276 3353 LU
30 LU2608 20251009 3270 3273 ... 13.085 3271 3329 LU
31 LU2609 20251009 3280 3280 ... 29.407 3267 3317 LU
32 LU2610 20251009 ... 0 3267 3317 LU
34 NR2510 20251009 11360 12380 ... 855.45 12220 12200 NR
35 NR2511 20251009 12200 12490 ... 862883.4 12385 12240 NR
36 NR2512 20251009 12200 12485 ... 445589.105 12385 12255 NR
37 NR2601 20251009 12200 12490 ... 207180.275 12410 12285 NR
38 NR2602 20251009 12320 12435 ... 8979.275 12400 12260 NR
39 NR2603 20251009 12230 12415 ... 5179.585 12390 12280 NR
40 NR2604 20251009 12395 12555 ... 4139.045 12390 12285 NR
41 NR2605 20251009 12490 12490 ... 745.74 12425 12350 NR
42 NR2606 20251009 12475 12520 ... 87.31 12470 12415 NR
43 NR2607 20251009 12550 12550 ... 50.15 12535 12535 NR
44 NR2608 20251009 12585 12585 ... 75.445 12570 12555 NR
45 NR2609 20251009 ... 0 12510 12510 NR
47 BC2510 20251009 76000 76200 ... 570.5 76060 73830 BC
48 BC2511 20251009 75270 77440 ... 327729.33 76560 74070 BC
49 BC2512 20251009 76140 77490 ... 17526.86 76870 74340 BC
50 BC2601 20251009 ... 0 76900 73700 BC
51 BC2602 20251009 ... 0 76900 73700 BC
52 BC2603 20251009 77440 77500 ... 77.47 77470 74550 BC
53 BC2604 20251009 ... 0 77000 73400 BC
54 BC2605 20251009 ... 0 75900 72900 BC
55 BC2606 20251009 ... 0 75880 72960 BC
56 BC2607 20251009 ... 0 75800 72900 BC
57 BC2608 20251009 ... 0 75800 73280 BC
58 BC2609 20251009 ... 0 75710 73400 BC
60 EC2510 20251009 1100 1135 ... 86570.306 1112.5 1122.1 EC
61 EC2512 20251009 1672 1711.5 ... 336268.582 1620.2 1719.1 EC
62 EC2602 20251009 1400 1550 ... 90221.1205 1410.9 1628.2 EC
63 EC2604 20251009 1100 1150 ... 36389.341 1108.4 1243.6 EC
64 EC2606 20251009 1243.2 1349.9 ... 6408.4725 1294.6 1445.6 EC
65 EC2608 20251009 1400 1459 ... 4600.576 1415.5 1595.7 EC
68 SC_TAS2511 20251009 ... SC_TAS
69 SC_TAS2512 20251009 ... SC_TAS
70 SC_TAS2601 20251009 ... SC_TAS
71 SC_TAS2602 20251009 ... SC_TAS
[66 rows x 12 columns]
2025-10-10 16:26:44,871 - future_1d - INFO - ak.get_ine_daily('2025-10-09') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251009 ... 86040 83220 CU
1 1 CU2511 20251009 ... 85910 83260 CU
2 2 CU2512 20251009 ... 85940 83250 CU
3 3 CU2601 20251009 ... 85900 83220 CU
4 4 CU2602 20251009 ... 85730 83200 CU
5 5 CU2603 20251009 ... 85740 83150 CU
6 6 CU2604 20251009 ... 86060 83070 CU
7 7 CU2605 20251009 ... 85860 83010 CU
8 8 CU2606 20251009 ... 85890 82870 CU
9 9 CU2607 20251009 ... 85640 82910 CU
10 10 CU2608 20251009 ... 85310 82750 CU
11 11 CU2609 20251009 ... 85410 82840 CU
12 12 BC2510 20251009 ... 76060 73830 BC
13 13 BC2511 20251009 ... 76560 74070 BC
14 14 BC2512 20251009 ... 76870 74340 BC
15 15 BC2601 20251009 ... 76900 73700 BC
16 16 BC2602 20251009 ... 76900 73700 BC
17 17 BC2603 20251009 ... 77470 74550 BC
18 18 BC2604 20251009 ... 77000 73400 BC
19 19 BC2605 20251009 ... 75900 72900 BC
20 20 BC2606 20251009 ... 75880 72960 BC
21 21 BC2607 20251009 ... 75800 72900 BC
22 22 BC2608 20251009 ... 75800 73280 BC
23 23 BC2609 20251009 ... 75710 73400 BC
24 24 AL2510 20251009 ... 21030 20745 AL
25 25 AL2511 20251009 ... 21005 20755 AL
26 26 AL2512 20251009 ... 21010 20755 AL
27 27 AL2601 20251009 ... 21010 20760 AL
28 28 AL2602 20251009 ... 21005 20755 AL
29 29 AL2603 20251009 ... 21005 20775 AL
30 30 AL2604 20251009 ... 21030 20820 AL
31 31 AL2605 20251009 ... 21055 20830 AL
32 32 AL2606 20251009 ... 21035 20840 AL
33 33 AL2607 20251009 ... 21070 20825 AL
34 34 AL2608 20251009 ... 21060 20825 AL
35 35 AL2609 20251009 ... 21060 20810 AL
36 36 ZN2510 20251009 ... 22165 21870 ZN
37 37 ZN2511 20251009 ... 22200 21935 ZN
38 38 ZN2512 20251009 ... 22230 21950 ZN
39 39 ZN2601 20251009 ... 22240 21985 ZN
40 40 ZN2602 20251009 ... 22290 22010 ZN
41 41 ZN2603 20251009 ... 22340 22020 ZN
42 42 ZN2604 20251009 ... 22375 22055 ZN
43 43 ZN2605 20251009 ... 22415 22125 ZN
44 44 ZN2606 20251009 ... 22425 22170 ZN
45 45 ZN2607 20251009 ... 22460 22170 ZN
46 46 ZN2608 20251009 ... 22435 22175 ZN
47 47 ZN2609 20251009 ... 22475 22245 ZN
48 48 PB2510 20251009 ... 17025 16895 PB
49 49 PB2511 20251009 ... 17040 16930 PB
50 50 PB2512 20251009 ... 17075 16955 PB
51 51 PB2601 20251009 ... 17095 16970 PB
52 52 PB2602 20251009 ... 16990 16970 PB
53 53 PB2603 20251009 ... 17205 16985 PB
54 54 PB2604 20251009 ... 17170 17015 PB
55 55 PB2605 20251009 ... 17195 17025 PB
56 56 PB2606 20251009 ... 17165 17020 PB
57 57 PB2607 20251009 ... 17020 17020 PB
58 58 PB2608 20251009 ... 17255 17030 PB
59 59 PB2609 20251009 ... 17285 17050 PB
60 60 NI2510 20251009 ... 122090 121200 NI
61 61 NI2511 20251009 ... 123120 121580 NI
62 62 NI2512 20251009 ... 123310 121720 NI
63 63 NI2601 20251009 ... 123530 121920 NI
64 64 NI2602 20251009 ... 123470 121980 NI
65 65 NI2603 20251009 ... 124010 122290 NI
66 66 NI2604 20251009 ... 124320 122630 NI
67 67 NI2605 20251009 ... 124550 122780 NI
68 68 NI2606 20251009 ... 124900 122720 NI
69 69 NI2607 20251009 ... 124850 123310 NI
70 70 NI2608 20251009 ... 125590 123760 NI
71 71 NI2609 20251009 ... 125660 124310 NI
72 72 SN2510 20251009 ... 284870 278060 SN
73 73 SN2511 20251009 ... 285070 278760 SN
74 74 SN2512 20251009 ... 285420 278700 SN
75 75 SN2601 20251009 ... 285490 278760 SN
76 76 SN2602 20251009 ... 285460 278620 SN
77 77 SN2603 20251009 ... 285280 278480 SN
78 78 SN2604 20251009 ... 284800 279250 SN
79 79 SN2605 20251009 ... 285020 277730 SN
80 80 SN2606 20251009 ... 285390 277860 SN
81 81 SN2607 20251009 ... 284640 278390 SN
82 82 SN2608 20251009 ... 285520 279230 SN
83 83 SN2609 20251009 ... 287820 279080 SN
84 84 AO2510 20251009 ... 2818 2835 AO
85 85 AO2511 20251009 ... 2844 2854 AO
86 86 AO2512 20251009 ... 2860 2868 AO
87 87 AO2601 20251009 ... 2871 2883 AO
88 88 AO2602 20251009 ... 2882 2897 AO
89 89 AO2603 20251009 ... 2949 2966 AO
90 90 AO2604 20251009 ... 2958 2967 AO
91 91 AO2605 20251009 ... 2965 2974 AO
92 92 AO2606 20251009 ... 2972 2980 AO
93 93 AO2607 20251009 ... 2978 2987 AO
94 94 AO2608 20251009 ... 2987 3002 AO
95 95 AO2609 20251009 ... 3000 3017 AO
96 96 AD2511 20251009 ... 20485 20250 AD
97 97 AD2512 20251009 ... 20535 20290 AD
98 98 AD2601 20251009 ... 20610 20330 AD
99 99 AD2602 20251009 ... 20620 20350 AD
100 100 AD2603 20251009 ... 20325 20325 AD
101 101 AD2604 20251009 ... 20360 20310 AD
102 102 AD2605 20251009 ... 20550 20310 AD
103 103 AD2606 20251009 ... 20365 20325 AD
104 104 AD2607 20251009 ... 20510 20510 AD
105 105 AD2608 20251009 ... 20495 20515 AD
106 106 AD2609 20251009 ... 20335 20335 AD
107 107 AU2510 20251009 ... 912.68 870.54 AU
108 108 AU2511 20251009 ... 912.92 871.26 AU
109 109 AU2512 20251009 ... 912.96 872.3 AU
110 110 AU2602 20251009 ... 915.62 875.08 AU
111 111 AU2604 20251009 ... 917.54 876.98 AU
112 112 AU2606 20251009 ... 918.92 879.94 AU
113 113 AU2608 20251009 ... 921.98 880.24 AU
114 114 AU2610 20251009 ... 924.9 885.3 AU
115 115 AG2510 20251009 ... 11193 10901 AG
116 116 AG2511 20251009 ... 11192 10916 AG
117 117 AG2512 20251009 ... 11209 10926 AG
118 118 AG2601 20251009 ... 11217 10935 AG
119 119 AG2602 20251009 ... 11235 10953 AG
120 120 AG2603 20251009 ... 11249 10957 AG
121 121 AG2604 20251009 ... 11256 10964 AG
122 122 AG2605 20251009 ... 11266 10989 AG
123 123 AG2606 20251009 ... 11255 10993 AG
124 124 AG2607 20251009 ... 11284 11015 AG
125 125 AG2608 20251009 ... 11293 11009 AG
126 126 AG2609 20251009 ... 11305 11036 AG
127 127 RB2510 20251009 ... 2998 3001 RB
128 128 RB2511 20251009 ... 3019 3021 RB
129 129 RB2512 20251009 ... 3070 3074 RB
130 130 RB2601 20251009 ... 3087 3090 RB
131 131 RB2602 20251009 ... 3093 3095 RB
132 132 RB2603 20251009 ... 3109 3106 RB
133 133 RB2604 20251009 ... 3131 3130 RB
134 134 RB2605 20251009 ... 3145 3144 RB
135 135 RB2606 20251009 ... 3158 3159 RB
136 136 RB2607 20251009 ... 3175 3177 RB
137 137 RB2608 20251009 ... 3180 3175 RB
138 138 RB2609 20251009 ... 3189 3186 RB
139 139 WR2510 20251009 ... 3069 3069 WR
140 140 WR2511 20251009 ... 3270 3300 WR
141 141 WR2512 20251009 ... 3309 3309 WR
142 142 WR2601 20251009 ... 3320 3307 WR
143 143 WR2602 20251009 ... 3301 3301 WR
144 144 WR2603 20251009 ... 3329 3329 WR
145 145 WR2604 20251009 ... 3339 3339 WR
146 146 WR2605 20251009 ... 3279 3248 WR
147 147 WR2606 20251009 ... 3356 3296 WR
148 148 WR2607 20251009 ... 3390 3390 WR
149 149 WR2608 20251009 ... 3431 3408 WR
150 150 WR2609 20251009 ... 3430 3430 WR
151 151 HC2510 20251009 ... 3352 3380 HC
152 152 HC2511 20251009 ... 3306 3329 HC
153 153 HC2512 20251009 ... 3300 3300 HC
154 154 HC2601 20251009 ... 3273 3274 HC
155 155 HC2602 20251009 ... 3272 3270 HC
156 156 HC2603 20251009 ... 3281 3279 HC
157 157 HC2604 20251009 ... 3286 3279 HC
158 158 HC2605 20251009 ... 3281 3276 HC
159 159 HC2606 20251009 ... 3286 3274 HC
160 160 HC2607 20251009 ... 3294 3291 HC
161 161 HC2608 20251009 ... 3298 3293 HC
162 162 HC2609 20251009 ... 3301 3306 HC
163 163 SS2510 20251009 ... 12600 12650 SS
164 164 SS2511 20251009 ... 12800 12785 SS
165 165 SS2512 20251009 ... 12820 12800 SS
166 166 SS2601 20251009 ... 12890 12865 SS
167 167 SS2602 20251009 ... 12925 12915 SS
168 168 SS2603 20251009 ... 13050 13025 SS
169 169 SS2604 20251009 ... 13115 13105 SS
170 170 SS2605 20251009 ... 13195 13160 SS
171 171 SS2606 20251009 ... 13290 13230 SS
172 172 SS2607 20251009 ... 13320 13280 SS
173 173 SS2608 20251009 ... 13375 13340 SS
174 174 SS2609 20251009 ... 13410 13385 SS
175 175 SC2511 20251009 ... 468.7 480.5 SC
176 176 SC2512 20251009 ... 471.4 482 SC
177 177 SC2601 20251009 ... 471.2 481.6 SC
178 178 SC2602 20251009 ... 470.2 481.1 SC
179 179 SC2603 20251009 ... 469.6 480.5 SC
180 180 SC2604 20251009 ... 469.6 480.4 SC
181 181 SC2605 20251009 ... 470.5 482.3 SC
182 182 SC2606 20251009 ... 468.9 479.5 SC
183 183 SC2607 20251009 ... 470.8 478.7 SC
184 184 SC2608 20251009 ... 469.5 477.6 SC
185 185 SC2609 20251009 ... 470.3 478.3 SC
186 186 SC2610 20251009 ... 471 478.3 SC
187 187 SC2612 20251009 ... 463.8 473.7 SC
188 188 SC2703 20251009 ... 472 472.1 SC
189 189 SC2706 20251009 ... 469.9 473 SC
190 190 SC2709 20251009 ... 469.4 476.2 SC
191 191 SC2712 20251009 ... 465.9 474 SC
192 192 SC2803 20251009 ... 458 475.1 SC
193 193 SC2806 20251009 ... 455.2 465.8 SC
194 194 SC2809 20251009 ... 458.2 465.9 SC
195 195 LU2511 20251009 ... 3329 3402 LU
196 196 LU2512 20251009 ... 3342 3417 LU
197 197 LU2601 20251009 ... 3326 3398 LU
198 198 LU2602 20251009 ... 3318 3400 LU
199 199 LU2603 20251009 ... 3327 3375 LU
200 200 LU2604 20251009 ... 3300 3371 LU
201 201 LU2605 20251009 ... 3278 3358 LU
202 202 LU2606 20251009 ... 3289 3361 LU
203 203 LU2607 20251009 ... 3276 3353 LU
204 204 LU2608 20251009 ... 3271 3329 LU
205 205 LU2609 20251009 ... 3267 3317 LU
206 206 LU2610 20251009 ... 3267 3317 LU
207 207 FU2511 20251009 ... 2935 2995 FU
208 208 FU2512 20251009 ... 2851 2911 FU
209 209 FU2601 20251009 ... 2813 2870 FU
210 210 FU2602 20251009 ... 2786 2846 FU
211 211 FU2603 20251009 ... 2780 2833 FU
212 212 FU2604 20251009 ... 2773 2822 FU
213 213 FU2605 20251009 ... 2761 2807 FU
214 214 FU2606 20251009 ... 2752 2791 FU
215 215 FU2607 20251009 ... 2727 2764 FU
216 216 FU2608 20251009 ... 2702 2732 FU
217 217 FU2609 20251009 ... 2691 2718 FU
218 218 FU2610 20251009 ... 2686 2718 FU
219 219 BU2510 20251009 ... 3470 3444 BU
220 220 BU2511 20251009 ... 3376 3427 BU
221 221 BU2512 20251009 ... 3327 3378 BU
222 222 BU2601 20251009 ... 3307 3359 BU
223 223 BU2602 20251009 ... 3314 3366 BU
224 224 BU2603 20251009 ... 3323 3365 BU
225 225 BU2604 20251009 ... 3319 3368 BU
226 226 BU2605 20251009 ... 3328 3374 BU
227 227 BU2606 20251009 ... 3328 3369 BU
228 228 BU2607 20251009 ... 3331 3381 BU
229 229 BU2608 20251009 ... 3356 3378 BU
230 230 BU2609 20251009 ... 3316 3368 BU
231 231 BU2612 20251009 ... 3270 3308 BU
232 232 BU2703 20251009 ... 3276 3311 BU
233 233 BU2706 20251009 ... 3282 3306 BU
234 234 BU2709 20251009 ... 3300 3299 BU
235 235 BR2510 20251009 ... 11310 11230 BR
236 236 BR2511 20251009 ... 11260 11175 BR
237 237 BR2512 20251009 ... 11235 11165 BR
238 238 BR2601 20251009 ... 11225 11165 BR
239 239 BR2602 20251009 ... 11245 11170 BR
240 240 BR2603 20251009 ... 11265 11170 BR
241 241 BR2604 20251009 ... 11195 11175 BR
242 242 BR2605 20251009 ... 11295 11235 BR
243 243 BR2606 20251009 ... 11345 11270 BR
244 244 BR2607 20251009 ... 11415 11375 BR
245 245 BR2608 20251009 ... 11460 11410 BR
246 246 BR2609 20251009 ... 11505 11355 BR
247 247 RU2510 20251009 ... 14535 14265 RU
248 248 RU2511 20251009 ... 14485 14365 RU
249 249 RU2601 20251009 ... 15325 15180 RU
250 250 RU2603 20251009 ... 15345 15155 RU
251 251 RU2604 20251009 ... 15290 15150 RU
252 252 RU2605 20251009 ... 15290 15165 RU
253 253 RU2606 20251009 ... 15270 15175 RU
254 254 RU2607 20251009 ... 15370 15150 RU
255 255 RU2608 20251009 ... 15300 15095 RU
256 256 RU2609 20251009 ... 15315 15145 RU
257 257 NR2510 20251009 ... 12220 12200 NR
258 258 NR2511 20251009 ... 12385 12240 NR
259 259 NR2512 20251009 ... 12385 12255 NR
260 260 NR2601 20251009 ... 12410 12285 NR
261 261 NR2602 20251009 ... 12400 12260 NR
262 262 NR2603 20251009 ... 12390 12280 NR
263 263 NR2604 20251009 ... 12390 12285 NR
264 264 NR2605 20251009 ... 12425 12350 NR
265 265 NR2606 20251009 ... 12470 12415 NR
266 266 NR2607 20251009 ... 12535 12535 NR
267 267 NR2608 20251009 ... 12570 12555 NR
268 268 NR2609 20251009 ... 12510 12510 NR
269 269 SP2510 20251009 ... 4808 4808 SP
270 270 SP2511 20251009 ... 4812 4856 SP
271 271 SP2512 20251009 ... 4832 4874 SP
272 272 SP2601 20251009 ... 5108 5142 SP
273 273 SP2602 20251009 ... 5114 5140 SP
274 274 SP2603 20251009 ... 5130 5160 SP
275 275 SP2604 20251009 ... 5140 5168 SP
276 276 SP2605 20251009 ... 5150 5182 SP
277 277 SP2606 20251009 ... 5182 5198 SP
278 278 SP2607 20251009 ... 5170 5194 SP
279 279 SP2608 20251009 ... 5192 5212 SP
280 280 SP2609 20251009 ... 5178 5212 SP
281 281 OP2601 20251009 ... 4214 4232 OP
282 282 OP2602 20251009 ... 4224 4218 OP
283 283 OP2603 20251009 ... 4222 4258 OP
284 284 OP2604 20251009 ... 4268 4276 OP
285 285 OP2605 20251009 ... 4266 4266 OP
286 286 OP2606 20251009 ... 4234 4236 OP
287 287 OP2607 20251009 ... 4238 4238 OP
288 288 OP2608 20251009 ... 4248 4238 OP
289 289 OP2609 20251009 ... 4266 4330 OP
290 290 EC2510 20251009 ... 1112.5 1122.1 EC
291 291 EC2512 20251009 ... 1620.2 1719.1 EC
292 292 EC2602 20251009 ... 1410.9 1628.2 EC
293 293 EC2604 20251009 ... 1108.4 1243.6 EC
294 294 EC2606 20251009 ... 1294.6 1445.6 EC
295 295 EC2608 20251009 ... 1415.5 1595.7 EC
296 296 SC_TAS2511 20251009 ... SC_TAS
297 297 SC_TAS2512 20251009 ... SC_TAS
298 298 SC_TAS2601 20251009 ... SC_TAS
299 299 SC_TAS2602 20251009 ... SC_TAS
[300 rows x 13 columns]
2025-10-10 16:26:44,974 - future_1d - INFO - ak.get_shfe_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 a2511 20251009 3930.0 ... 3960.0 3929.00 A
1 a2601 20251009 3910.0 ... 3948.0 3903.00 A
2 a2603 20251009 3915.0 ... 3947.0 3903.00 A
3 a2605 20251009 3960.0 ... 3977.0 3935.00 A
4 a2607 20251009 3942.0 ... 3973.0 3933.00 A
5 a2609 20251009 3944.0 ... 3973.0 3938.00 A
6 b2510 20251009 3630.0 ... 3648.0 3607.00 B
7 b2511 20251009 3632.0 ... 3633.0 3599.00 B
8 b2512 20251009 3639.0 ... 3647.0 3615.00 B
9 b2601 20251009 3651.0 ... 3647.0 3616.00 B
10 b2602 20251009 3642.0 ... 3655.0 3630.00 B
11 b2603 20251009 3617.0 ... 3621.0 3589.00 B
12 b2604 20251009 3517.0 ... 3521.0 3491.00 B
13 b2605 20251009 3437.0 ... 3450.0 3425.00 B
14 b2606 20251009 3420.0 ... 3423.0 3395.00 B
15 b2607 20251009 3425.0 ... 3427.0 3396.00 B
16 b2608 20251009 3515.0 ... 3520.0 3497.00 B
17 b2609 20251009 3531.0 ... 3553.0 3520.00 B
18 bb2511 20251009 141.9 ... 141.6 141.90 BB
19 bb2601 20251009 146.8 ... 147.0 146.90 BB
20 bb2603 20251009 147.3 ... 147.1 147.05 BB
21 bb2605 20251009 146.6 ... 146.8 141.70 BB
22 bb2607 20251009 0.0 ... 151.7 146.45 BB
23 bb2609 20251009 0.0 ... 151.7 146.45 BB
24 bz2603 20251009 5731.0 ... 5732.0 5801.00 BZ
25 bz2604 20251009 5705.0 ... 5696.0 5779.00 BZ
26 bz2605 20251009 5723.0 ... 5683.0 5808.00 BZ
27 bz2606 20251009 5685.0 ... 5672.0 5878.00 BZ
28 bz2607 20251009 5697.0 ... 5681.0 5874.00 BZ
29 bz2608 20251009 5657.0 ... 5657.0 5836.00 BZ
30 bz2609 20251009 0.0 ... 5874.0 5884.00 BZ
31 c2511 20251009 2120.0 ... 2136.0 2147.00 C
32 c2601 20251009 2118.0 ... 2122.0 2128.00 C
33 c2603 20251009 2138.0 ... 2135.0 2141.00 C
34 c2605 20251009 2185.0 ... 2197.0 2198.00 C
35 c2607 20251009 2214.0 ... 2210.0 2210.00 C
36 c2609 20251009 2230.0 ... 2226.0 2226.00 C
37 cs2511 20251009 2450.0 ... 2438.0 2470.00 CS
38 cs2601 20251009 2448.0 ... 2440.0 2452.00 CS
39 cs2603 20251009 2450.0 ... 2448.0 2456.00 CS
40 cs2605 20251009 2530.0 ... 2535.0 2539.00 CS
41 cs2607 20251009 2536.0 ... 2541.0 2544.00 CS
42 cs2609 20251009 2581.0 ... 2577.0 2582.00 CS
43 eb2510 20251009 6734.0 ... 6705.0 6763.00 EB
44 eb2511 20251009 6828.0 ... 6787.0 6838.00 EB
45 eb2512 20251009 6808.0 ... 6801.0 6848.00 EB
46 eb2601 20251009 6859.0 ... 6825.0 6874.00 EB
47 eb2602 20251009 6901.0 ... 6864.0 6914.00 EB
48 eb2603 20251009 6945.0 ... 6906.0 6980.00 EB
49 eb2604 20251009 6979.0 ... 6946.0 6997.00 EB
50 eb2605 20251009 7003.0 ... 6975.0 6998.00 EB
51 eb2606 20251009 6969.0 ... 6980.0 7024.00 EB
52 eb2607 20251009 6959.0 ... 6959.0 7027.00 EB
53 eb2608 20251009 6985.0 ... 6997.0 7064.00 EB
54 eb2609 20251009 7018.0 ... 7018.0 7037.00 EB
55 eg2510 20251009 4211.0 ... 4173.0 4246.00 EG
56 eg2511 20251009 4190.0 ... 4156.0 4197.00 EG
57 eg2512 20251009 4158.0 ... 4134.0 4194.00 EG
58 eg2601 20251009 4200.0 ... 4145.0 4200.00 EG
59 eg2602 20251009 4173.0 ... 4143.0 4213.00 EG
60 eg2603 20251009 4208.0 ... 4181.0 4219.00 EG
61 eg2604 20251009 4222.0 ... 4197.0 4257.00 EG
62 eg2605 20251009 4290.0 ... 4224.0 4268.00 EG
63 eg2606 20251009 4225.0 ... 4225.0 4268.00 EG
64 eg2607 20251009 0.0 ... 4300.0 4300.00 EG
65 eg2608 20251009 0.0 ... 4285.0 4345.00 EG
66 eg2609 20251009 4259.0 ... 4259.0 4315.00 EG
67 fb2510 20251009 1256.0 ... 1252.0 1269.00 FB
68 fb2511 20251009 1259.5 ... 1265.5 1251.00 FB
69 fb2512 20251009 1250.0 ... 1257.0 1247.50 FB
70 fb2601 20251009 1255.0 ... 1260.0 1251.50 FB
71 fb2602 20251009 1259.5 ... 1264.5 1253.00 FB
72 fb2603 20251009 1250.0 ... 1256.0 1240.00 FB
73 fb2604 20251009 1273.0 ... 1270.5 1272.50 FB
74 fb2605 20251009 0.0 ... 1299.0 1299.00 FB
75 fb2606 20251009 0.0 ... 1276.5 1276.50 FB
76 fb2607 20251009 0.0 ... 1302.5 1302.50 FB
77 fb2608 20251009 0.0 ... 1308.0 1308.00 FB
78 fb2609 20251009 0.0 ... 1296.0 1296.00 FB
79 i2510 20251009 795.0 ... 802.0 799.50 I
80 i2511 20251009 805.0 ... 804.0 799.50 I
81 i2512 20251009 791.0 ... 797.0 792.50 I
82 i2601 20251009 782.0 ... 787.0 783.00 I
83 i2602 20251009 774.5 ... 783.0 778.00 I
84 i2603 20251009 771.0 ... 777.0 773.00 I
85 i2604 20251009 765.5 ... 775.0 769.00 I
86 i2605 20251009 762.5 ... 765.5 761.50 I
87 i2606 20251009 751.5 ... 761.0 756.50 I
88 i2607 20251009 747.0 ... 757.0 752.00 I
89 i2608 20251009 742.0 ... 752.5 747.50 I
90 i2609 20251009 742.0 ... 745.5 741.50 I
91 j2510 20251009 1550.0 ... 1600.5 1587.00 J
92 j2511 20251009 1569.0 ... 1580.0 1589.50 J
93 j2512 20251009 1602.5 ... 1611.0 1622.00 J
94 j2601 20251009 1626.0 ... 1636.0 1645.50 J
95 j2602 20251009 1666.5 ... 1669.5 1676.50 J
96 j2603 20251009 0.0 ... 1698.0 1698.00 J
97 j2604 20251009 0.0 ... 1766.0 1766.00 J
98 j2605 20251009 1774.0 ... 1787.0 1790.50 J
99 j2606 20251009 0.0 ... 1817.0 1817.00 J
100 j2607 20251009 0.0 ... 1833.5 1833.50 J
101 j2608 20251009 0.0 ... 1853.5 1853.50 J
102 j2609 20251009 1862.0 ... 1879.0 1852.00 J
103 jd2510 20251009 2800.0 ... 2676.0 2911.00 JD
104 jd2511 20251009 2890.0 ... 2871.0 3018.00 JD
105 jd2512 20251009 3088.0 ... 3055.0 3180.00 JD
106 jd2601 20251009 3270.0 ... 3254.0 3353.00 JD
107 jd2602 20251009 3089.0 ... 3059.0 3105.00 JD
108 jd2603 20251009 3120.0 ... 3103.0 3125.00 JD
109 jd2604 20251009 3229.0 ... 3229.0 3247.00 JD
110 jd2605 20251009 3400.0 ... 3398.0 3399.00 JD
111 jd2606 20251009 3235.0 ... 3244.0 3236.00 JD
112 jd2607 20251009 3500.0 ... 3480.0 3481.00 JD
113 jd2608 20251009 3945.0 ... 3951.0 3935.00 JD
114 jd2609 20251009 3803.0 ... 3819.0 3809.00 JD
115 jm2510 20251009 942.5 ... 953.5 979.00 JM
116 jm2511 20251009 995.0 ... 1008.0 1009.50 JM
117 jm2512 20251009 1055.0 ... 1075.5 1071.00 JM
118 jm2601 20251009 1126.0 ... 1147.0 1146.00 JM
119 jm2602 20251009 1155.5 ... 1173.0 1172.00 JM
120 jm2603 20251009 1166.5 ... 1195.5 1188.50 JM
121 jm2604 20251009 1196.5 ... 1216.0 1205.50 JM
122 jm2605 20251009 1216.0 ... 1241.5 1231.50 JM
123 jm2606 20251009 1243.5 ... 1268.5 1238.50 JM
124 jm2607 20251009 1264.5 ... 1286.5 1256.50 JM
125 jm2608 20251009 1286.5 ... 1313.0 1278.00 JM
126 jm2609 20251009 1307.0 ... 1326.5 1308.00 JM
127 l2510 20251009 7031.0 ... 6992.0 7039.00 L
128 l2511 20251009 7079.0 ... 7039.0 7100.00 L
129 l2512 20251009 7107.0 ... 7059.0 7134.00 L
130 l2601 20251009 7145.0 ... 7073.0 7156.00 L
131 l2602 20251009 7107.0 ... 7060.0 7152.00 L
132 l2603 20251009 7089.0 ... 7071.0 7163.00 L
133 l2604 20251009 7150.0 ... 7117.0 7207.00 L
134 l2605 20251009 7182.0 ... 7106.0 7194.00 L
135 l2606 20251009 7144.0 ... 7112.0 7193.00 L
136 l2607 20251009 7157.0 ... 7128.0 7212.00 L
137 l2608 20251009 7167.0 ... 7146.0 7235.00 L
138 l2609 20251009 7169.0 ... 7150.0 7217.00 L
139 lg2511 20251009 820.0 ... 826.5 820.00 LG
140 lg2601 20251009 824.5 ... 823.5 824.50 LG
141 lg2603 20251009 832.0 ... 829.5 830.00 LG
142 lg2605 20251009 830.0 ... 830.0 830.50 LG
143 lg2607 20251009 830.5 ... 831.5 831.00 LG
144 lg2609 20251009 833.5 ... 830.5 834.00 LG
145 lh2511 20251009 11710.0 ... 11695.0 12320.00 LH
146 lh2601 20251009 12335.0 ... 12235.0 12750.00 LH
147 lh2603 20251009 12100.0 ... 12035.0 12395.00 LH
148 lh2605 20251009 12500.0 ... 12480.0 12820.00 LH
149 lh2607 20251009 13200.0 ... 13180.0 13430.00 LH
150 lh2609 20251009 13800.0 ... 13850.0 13995.00 LH
151 m2511 20251009 2926.0 ... 2909.0 2907.00 M
152 m2512 20251009 2959.0 ... 2947.0 2945.00 M
153 m2601 20251009 2950.0 ... 2934.0 2933.00 M
154 m2603 20251009 2845.0 ... 2899.0 2900.00 M
155 m2605 20251009 2751.0 ... 2751.0 2741.00 M
156 m2607 20251009 2725.0 ... 2733.0 2725.00 M
157 m2608 20251009 2853.0 ... 2854.0 2846.00 M
158 m2609 20251009 2860.0 ... 2858.0 2850.00 M
159 p2510 20251009 9388.0 ... 9422.0 9058.00 P
160 p2511 20251009 9388.0 ... 9416.0 9142.00 P
161 p2512 20251009 9412.0 ... 9476.0 9156.00 P
162 p2601 20251009 9452.0 ... 9512.0 9190.00 P
163 p2602 20251009 9424.0 ... 9486.0 9176.00 P
164 p2603 20251009 9416.0 ... 9456.0 9152.00 P
165 p2604 20251009 9334.0 ... 9374.0 9076.00 P
166 p2605 20251009 9250.0 ... 9298.0 9004.00 P
167 p2606 20251009 9152.0 ... 9200.0 8978.00 P
168 p2607 20251009 8958.0 ... 9068.0 8796.00 P
169 p2608 20251009 8958.0 ... 8992.0 8696.00 P
170 p2609 20251009 8798.0 ... 8846.0 8618.00 P
171 pg2510 20251009 4382.0 ... 4277.0 4443.00 PG
172 pg2511 20251009 4122.0 ... 4078.0 4295.00 PG
173 pg2512 20251009 3996.0 ... 4000.0 4202.00 PG
174 pg2601 20251009 4048.0 ... 3945.0 4132.00 PG
175 pg2602 20251009 3998.0 ... 3883.0 4064.00 PG
176 pg2603 20251009 3898.0 ... 3822.0 3981.00 PG
177 pg2604 20251009 4244.0 ... 4215.0 4332.00 PG
178 pg2605 20251009 4108.0 ... 4128.0 4253.00 PG
179 pg2606 20251009 4103.0 ... 4075.0 4199.00 PG
180 pg2607 20251009 4018.0 ... 4005.0 4139.00 PG
181 pg2608 20251009 3995.0 ... 3955.0 4081.00 PG
182 pg2609 20251009 3919.0 ... 3919.0 4082.00 PG
183 pp2510 20251009 6655.0 ... 6642.0 6758.00 PP
184 pp2511 20251009 6752.0 ... 6684.0 6801.00 PP
185 pp2512 20251009 6774.0 ... 6719.0 6839.00 PP
186 pp2601 20251009 6800.0 ... 6750.0 6873.00 PP
187 pp2602 20251009 6824.0 ... 6743.0 6866.00 PP
188 pp2603 20251009 6782.0 ... 6736.0 6862.00 PP
189 pp2604 20251009 6808.0 ... 6759.0 6884.00 PP
190 pp2605 20251009 6874.0 ... 6801.0 6910.00 PP
191 pp2606 20251009 6827.0 ... 6759.0 6874.00 PP
192 pp2607 20251009 6802.0 ... 6747.0 6846.00 PP
193 pp2608 20251009 6822.0 ... 6794.0 6862.00 PP
194 pp2609 20251009 6858.0 ... 6835.0 6890.00 PP
195 rr2510 20251009 0.0 ... 3612.0 3612.00 RR
196 rr2511 20251009 3618.0 ... 3619.0 3616.00 RR
197 rr2512 20251009 3606.0 ... 3596.0 3604.00 RR
198 rr2601 20251009 3620.0 ... 3626.0 3624.00 RR
199 rr2602 20251009 3611.0 ... 3611.0 3614.00 RR
200 rr2603 20251009 0.0 ... 3613.0 3613.00 RR
201 rr2604 20251009 0.0 ... 3621.0 3621.00 RR
202 rr2605 20251009 0.0 ... 3609.0 3607.00 RR
203 rr2606 20251009 0.0 ... 3608.0 3608.00 RR
204 rr2607 20251009 0.0 ... 3609.0 3609.00 RR
205 rr2608 20251009 0.0 ... 3614.0 3614.00 RR
206 rr2609 20251009 0.0 ... 3630.0 3630.00 RR
207 v2510 20251009 4697.0 ... 4634.0 4733.00 V
208 v2511 20251009 4738.0 ... 4667.0 4770.00 V
209 v2512 20251009 4784.0 ... 4704.0 4807.00 V
210 v2601 20251009 4825.0 ... 4755.0 4858.00 V
211 v2602 20251009 4866.0 ... 4805.0 4903.00 V
212 v2603 20251009 4900.0 ... 4839.0 4928.00 V
213 v2604 20251009 5089.0 ... 5049.0 5137.00 V
214 v2605 20251009 5152.0 ... 5085.0 5172.00 V
215 v2606 20251009 5178.0 ... 5119.0 5203.00 V
216 v2607 20251009 5176.0 ... 5153.0 5238.00 V
217 v2608 20251009 5213.0 ... 5195.0 5272.00 V
218 v2609 20251009 5293.0 ... 5231.0 5308.00 V
219 y2511 20251009 8178.0 ... 8290.0 8128.00 Y
220 y2512 20251009 8302.0 ... 8342.0 8168.00 Y
221 y2601 20251009 8212.0 ... 8294.0 8114.00 Y
222 y2603 20251009 8178.0 ... 8226.0 8066.00 Y
223 y2605 20251009 7996.0 ... 8044.0 7876.00 Y
224 y2607 20251009 7950.0 ... 7978.0 7844.00 Y
225 y2608 20251009 7932.0 ... 7988.0 7830.00 Y
226 y2609 20251009 7868.0 ... 7954.0 7816.00 Y
[227 rows x 12 columns]
2025-10-10 16:28:52,953 - future_1d - INFO - ak.get_dce_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 PS2510 20251009 50845.0 ... 50760.0 50845.0 PS
1 PS2511 20251009 51280.0 ... 50185.0 50765.0 PS
2 PS2512 20251009 53900.0 ... 52860.0 53270.0 PS
3 PS2601 20251009 53610.0 ... 52695.0 52955.0 PS
4 PS2602 20251009 53630.0 ... 52535.0 52730.0 PS
5 PS2603 20251009 53475.0 ... 52620.0 52665.0 PS
6 PS2604 20251009 53320.0 ... 52550.0 52665.0 PS
7 PS2605 20251009 53150.0 ... 52570.0 52670.0 PS
8 PS2606 20251009 55075.0 ... 54535.0 54735.0 PS
9 PS2607 20251009 55150.0 ... 54430.0 54590.0 PS
10 PS2608 20251009 54620.0 ... 54115.0 54375.0 PS
11 PS2609 20251009 53925.0 ... 54065.0 54400.0 PS
13 SI2510 20251009 8610.0 ... 8640.0 8660.0 SI
14 SI2511 20251009 8650.0 ... 8645.0 8665.0 SI
15 SI2512 20251009 9000.0 ... 9035.0 9050.0 SI
16 SI2601 20251009 8980.0 ... 8985.0 9000.0 SI
17 SI2602 20251009 9005.0 ... 8990.0 9005.0 SI
18 SI2603 20251009 9035.0 ... 8975.0 9020.0 SI
19 SI2604 20251009 8990.0 ... 9000.0 9030.0 SI
20 SI2605 20251009 9100.0 ... 9020.0 9035.0 SI
21 SI2606 20251009 9035.0 ... 9020.0 9050.0 SI
22 SI2607 20251009 9050.0 ... 9055.0 9060.0 SI
23 SI2608 20251009 8990.0 ... 9040.0 9085.0 SI
24 SI2609 20251009 9045.0 ... 9060.0 9085.0 SI
27 LC2510 20251009 72000.0 ... 73040.0 73340.0 LC
28 LC2511 20251009 73200.0 ... 73700.0 73140.0 LC
29 LC2512 20251009 73880.0 ... 73780.0 73220.0 LC
30 LC2601 20251009 73500.0 ... 73640.0 73160.0 LC
31 LC2602 20251009 72960.0 ... 73320.0 72800.0 LC
32 LC2603 20251009 72960.0 ... 73400.0 72800.0 LC
33 LC2604 20251009 73700.0 ... 73820.0 73200.0 LC
34 LC2605 20251009 73460.0 ... 73740.0 73280.0 LC
35 LC2606 20251009 73140.0 ... 73720.0 73100.0 LC
36 LC2607 20251009 73100.0 ... 73600.0 72960.0 LC
37 LC2608 20251009 73200.0 ... 73720.0 73120.0 LC
38 LC2609 20251009 73640.0 ... 73720.0 73100.0 LC
[36 rows x 12 columns]
2025-10-10 16:28:53,073 - future_1d - INFO - ak.get_gfex_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251009 9180.0 9180.0 ... 606.76 9056.0 8739.0 AP
1 AP511 20251009 8609.0 8772.0 ... 24312.56 8692.0 8550.0 AP
2 AP512 20251009 8568.0 8758.0 ... 4491.72 8655.0 8535.0 AP
3 AP601 20251009 8700.0 8818.0 ... 1078250.16 8691.0 8577.0 AP
4 AP603 20251009 8503.0 8637.0 ... 3828.77 8527.0 8413.0 AP
5 AP604 20251009 8499.0 8623.0 ... 1124.27 8517.0 8390.0 AP
6 AP605 20251009 8551.0 8654.0 ... 31815.85 8564.0 8429.0 AP
7 CF511 20251009 13165.0 13320.0 ... 101359.17 13255.0 13225.0 CF
8 CF601 20251009 13180.0 13345.0 ... 1670284.31 13290.0 13245.0 CF
9 CF603 20251009 13205.0 13345.0 ... 120491.38 13295.0 13235.0 CF
10 CF605 20251009 13240.0 13390.0 ... 319097.65 13330.0 13265.0 CF
11 CF607 20251009 13300.0 13400.0 ... 1389.53 13360.0 13280.0 CF
12 CF609 20251009 13480.0 13560.0 ... 2601.35 13515.0 13440.0 CF
13 CJ512 20251009 10720.0 10935.0 ... 3592.80 10805.0 10715.0 CJ
14 CJ601 20251009 10880.0 11030.0 ... 903134.86 10895.0 10790.0 CJ
15 CJ603 20251009 10835.0 10975.0 ... 17725.72 10845.0 10725.0 CJ
16 CJ605 20251009 10965.0 11090.0 ... 181938.29 10955.0 10835.0 CJ
17 CJ607 20251009 11045.0 11150.0 ... 2912.65 11035.0 10900.0 CJ
18 CJ609 20251009 11145.0 11260.0 ... 1434.59 11165.0 11025.0 CJ
19 CY510 20251009 0.0 0.0 ... 0.00 19480.0 19465.0 CY
20 CY511 20251009 19385.0 19550.0 ... 27406.98 19470.0 19395.0 CY
21 CY512 20251009 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251009 19380.0 19480.0 ... 39105.58 19380.0 19365.0 CY
23 CY602 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251009 19450.0 19450.0 ... 9.73 19450.0 19730.0 CY
25 CY604 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251009 0.0 0.0 ... 0.00 19475.0 19455.0 CY
27 CY606 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251009 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251009 19200.0 20090.0 ... 38.67 19335.0 19550.0 CY
30 CY609 20251009 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251009 1108.0 1108.0 ... 376.47 1101.0 1108.0 FG
32 FG511 20251009 1110.0 1119.0 ... 97334.72 1107.0 1112.0 FG
33 FG512 20251009 1219.0 1236.0 ... 43972.59 1220.0 1232.0 FG
34 FG601 20251009 1217.0 1233.0 ... 3527665.61 1215.0 1230.0 FG
35 FG602 20251009 1274.0 1285.0 ... 30274.50 1272.0 1286.0 FG
36 FG603 20251009 1274.0 1288.0 ... 25672.64 1276.0 1286.0 FG
37 FG604 20251009 1330.0 1348.0 ... 582.20 1335.0 1347.0 FG
38 FG605 20251009 1322.0 1346.0 ... 139714.63 1334.0 1344.0 FG
39 FG606 20251009 1372.0 1375.0 ... 3235.23 1369.0 1380.0 FG
40 FG607 20251009 1354.0 1367.0 ... 2229.94 1356.0 1372.0 FG
41 FG608 20251009 1409.0 1412.0 ... 1360.40 1400.0 1413.0 FG
42 FG609 20251009 1401.0 1415.0 ... 4759.90 1403.0 1414.0 FG
43 JR511 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251009 2246.0 2246.0 ... 830.10 2202.0 2254.0 MA
52 MA511 20251009 2263.0 2269.0 ... 38230.47 2245.0 2285.0 MA
53 MA512 20251009 2298.0 2307.0 ... 31495.53 2276.0 2322.0 MA
54 MA601 20251009 2321.0 2326.0 ... 1253950.85 2298.0 2340.0 MA
55 MA602 20251009 2352.0 2360.0 ... 31262.55 2325.0 2369.0 MA
56 MA603 20251009 2367.0 2378.0 ... 21746.04 2350.0 2383.0 MA
57 MA604 20251009 2372.0 2372.0 ... 87.32 2360.0 2379.0 MA
58 MA605 20251009 2366.0 2372.0 ... 156632.54 2355.0 2373.0 MA
59 MA606 20251009 2367.0 2367.0 ... 9.43 2358.0 2381.0 MA
60 MA607 20251009 2351.0 2351.0 ... 42.05 2336.0 2352.0 MA
61 MA608 20251009 2359.0 2360.0 ... 35.18 2345.0 2356.0 MA
62 MA609 20251009 2331.0 2342.0 ... 2443.41 2325.0 2335.0 MA
63 OI511 20251009 10221.0 10427.0 ... 213930.04 10352.0 10215.0 OI
64 OI601 20251009 10160.0 10266.0 ... 2140115.76 10197.0 10046.0 OI
65 OI603 20251009 9914.0 10032.0 ... 131943.23 9966.0 9827.0 OI
66 OI605 20251009 9619.0 9749.0 ... 128642.37 9683.0 9522.0 OI
67 OI607 20251009 9571.0 9653.0 ... 509.51 9613.0 9474.0 OI
68 OI609 20251009 9500.0 9596.0 ... 763.74 9547.0 9416.0 OI
69 PF510 20251009 6254.0 6304.0 ... 71.88 6250.0 6266.0 PF
70 PF511 20251009 6272.0 6310.0 ... 329022.26 6274.0 6274.0 PF
71 PF512 20251009 6236.0 6250.0 ... 204278.61 6214.0 6240.0 PF
72 PF601 20251009 6272.0 6294.0 ... 63811.44 6258.0 6282.0 PF
73 PF602 20251009 6272.0 6288.0 ... 46188.89 6236.0 6274.0 PF
74 PF603 20251009 6268.0 6268.0 ... 11140.43 6232.0 6294.0 PF
75 PF604 20251009 6312.0 6312.0 ... 15.72 6288.0 6346.0 PF
76 PF605 20251009 6332.0 6344.0 ... 85.11 6304.0 6352.0 PF
77 PF606 20251009 6340.0 6340.0 ... 6.34 6336.0 6362.0 PF
78 PF607 20251009 6330.0 6330.0 ... 3.17 6330.0 6400.0 PF
79 PF608 20251009 0.0 0.0 ... 0.00 6376.0 6418.0 PF
80 PF609 20251009 0.0 0.0 ... 0.00 6390.0 6404.0 PF
81 PK510 20251009 7452.0 7630.0 ... 312.42 7620.0 7688.0 PK
82 PK511 20251009 7828.0 7828.0 ... 332275.29 7712.0 7770.0 PK
83 PK512 20251009 7794.0 7806.0 ... 95956.90 7704.0 7768.0 PK
84 PK601 20251009 7800.0 7802.0 ... 127887.54 7748.0 7782.0 PK
85 PK603 20251009 7810.0 7822.0 ... 9684.64 7782.0 7802.0 PK
86 PK604 20251009 7824.0 7856.0 ... 826.21 7832.0 7816.0 PK
87 PK605 20251009 7850.0 7874.0 ... 10360.89 7840.0 7822.0 PK
88 PL601 20251009 6329.0 6329.0 ... 57138.73 6219.0 6343.0 PL
89 PL602 20251009 6284.0 6284.0 ... 350.16 6253.0 6382.0 PL
90 PL603 20251009 6268.0 6268.0 ... 25.03 6257.0 6387.0 PL
91 PL604 20251009 0.0 0.0 ... 0.00 6363.0 6363.0 PL
92 PL605 20251009 6268.0 6268.0 ... 223.77 6216.0 6331.0 PL
93 PL606 20251009 6290.0 6290.0 ... 12.58 6290.0 6378.0 PL
94 PL607 20251009 6213.0 6320.0 ... 25.07 6267.0 6334.0 PL
95 PL608 20251009 0.0 0.0 ... 0.00 6433.0 6440.0 PL
96 PL609 20251009 0.0 0.0 ... 0.00 6346.0 6490.0 PL
97 PM511 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251009 5758.0 5758.0 ... 17.21 5738.0 5792.0 PR
104 PR511 20251009 5750.0 5774.0 ... 125201.90 5736.0 5754.0 PR
105 PR512 20251009 5738.0 5758.0 ... 171325.02 5726.0 5754.0 PR
106 PR601 20251009 5730.0 5750.0 ... 114113.86 5714.0 5748.0 PR
107 PR602 20251009 5782.0 5782.0 ... 6054.90 5750.0 5782.0 PR
108 PR603 20251009 5786.0 5806.0 ... 207.66 5768.0 5794.0 PR
109 PR604 20251009 5818.0 5852.0 ... 174.10 5804.0 5830.0 PR
110 PR605 20251009 5866.0 5898.0 ... 191.64 5808.0 5864.0 PR
111 PR606 20251009 5816.0 5872.0 ... 17.53 5844.0 5902.0 PR
112 PR607 20251009 5908.0 5908.0 ... 35.03 5840.0 5904.0 PR
113 PR608 20251009 5770.0 5770.0 ... 8.66 5770.0 5906.0 PR
114 PR609 20251009 0.0 0.0 ... 0.00 5870.0 5904.0 PR
115 PX510 20251009 6620.0 6620.0 ... 51.66 6458.0 6620.0 PX
116 PX511 20251009 6556.0 6598.0 ... 349672.10 6528.0 6566.0 PX
117 PX512 20251009 6540.0 6574.0 ... 115972.60 6518.0 6558.0 PX
118 PX601 20251009 6530.0 6568.0 ... 177334.52 6522.0 6562.0 PX
119 PX602 20251009 6566.0 6578.0 ... 68287.39 6524.0 6570.0 PX
120 PX603 20251009 6532.0 6576.0 ... 50412.89 6516.0 6584.0 PX
121 PX604 20251009 6492.0 6562.0 ... 6.53 6528.0 6620.0 PX
122 PX605 20251009 6576.0 6592.0 ... 1929.84 6542.0 6602.0 PX
123 PX606 20251009 0.0 0.0 ... 0.00 6600.0 6600.0 PX
124 PX607 20251009 6622.0 6622.0 ... 3.31 6622.0 6636.0 PX
125 PX608 20251009 0.0 0.0 ... 0.00 6624.0 6644.0 PX
126 PX609 20251009 6526.0 6600.0 ... 9.86 6574.0 6578.0 PX
127 RI511 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251009 2510.0 2516.0 ... 14228.89 2491.0 2490.0 RM
134 RM601 20251009 2441.0 2455.0 ... 501267.72 2429.0 2427.0 RM
135 RM603 20251009 2333.0 2350.0 ... 4343.72 2339.0 2339.0 RM
136 RM605 20251009 2332.0 2340.0 ... 72033.98 2330.0 2325.0 RM
137 RM607 20251009 2322.0 2329.0 ... 3089.16 2321.0 2316.0 RM
138 RM608 20251009 2423.0 2430.0 ... 198.73 2424.0 2418.0 RM
139 RM609 20251009 2415.0 2420.0 ... 1357.93 2412.0 2409.0 RM
140 RS511 20251009 5250.0 5250.0 ... 47.00 5223.0 5282.0 RS
141 RS607 20251009 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251009 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251009 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251009 1171.0 1172.0 ... 3552.39 1163.0 1184.0 SA
145 SA511 20251009 1194.0 1196.0 ... 105802.19 1181.0 1200.0 SA
146 SA512 20251009 1247.0 1257.0 ... 117157.00 1240.0 1263.0 SA
147 SA601 20251009 1256.0 1268.0 ... 1891876.84 1251.0 1272.0 SA
148 SA602 20251009 1294.0 1304.0 ... 102481.15 1288.0 1306.0 SA
149 SA603 20251009 1297.0 1308.0 ... 84438.50 1293.0 1310.0 SA
150 SA604 20251009 1343.0 1353.0 ... 4001.08 1335.0 1356.0 SA
151 SA605 20251009 1346.0 1360.0 ... 122538.83 1343.0 1363.0 SA
152 SA606 20251009 1374.0 1376.0 ... 762.44 1361.0 1379.0 SA
153 SA607 20251009 1372.0 1378.0 ... 1276.17 1363.0 1379.0 SA
154 SA608 20251009 1413.0 1413.0 ... 880.30 1402.0 1417.0 SA
155 SA609 20251009 1415.0 1421.0 ... 3530.95 1407.0 1424.0 SA
156 SF510 20251009 5270.0 5318.0 ... 887.01 5312.0 5356.0 SF
157 SF511 20251009 5502.0 5510.0 ... 358884.87 5472.0 5534.0 SF
158 SF512 20251009 5470.0 5490.0 ... 80190.55 5448.0 5506.0 SF
159 SF601 20251009 5478.0 5480.0 ... 161858.23 5448.0 5504.0 SF
160 SF602 20251009 5436.0 5452.0 ... 36060.99 5404.0 5462.0 SF
161 SF603 20251009 5604.0 5614.0 ... 24688.94 5580.0 5636.0 SF
162 SF604 20251009 5600.0 5600.0 ... 13.97 5588.0 5622.0 SF
163 SF605 20251009 5598.0 5600.0 ... 3126.79 5564.0 5608.0 SF
164 SF606 20251009 5540.0 5566.0 ... 66.40 5534.0 5580.0 SF
165 SF607 20251009 5700.0 5710.0 ... 37.03 5698.0 5742.0 SF
166 SF608 20251009 5682.0 5682.0 ... 2.84 5682.0 5734.0 SF
167 SF609 20251009 5668.0 5688.0 ... 25.53 5674.0 5714.0 SF
168 SH510 20251009 2465.0 2466.0 ... 1370.59 2443.0 2484.0 SH
169 SH511 20251009 2480.0 2487.0 ... 349904.04 2433.0 2484.0 SH
170 SH512 20251009 2525.0 2533.0 ... 126039.38 2479.0 2525.0 SH
171 SH601 20251009 2520.0 2526.0 ... 2154307.81 2469.0 2515.0 SH
172 SH602 20251009 2551.0 2551.0 ... 142219.27 2503.0 2545.0 SH
173 SH603 20251009 2495.0 2550.0 ... 110848.97 2513.0 2561.0 SH
174 SH604 20251009 2571.0 2574.0 ... 299.24 2558.0 2602.0 SH
175 SH605 20251009 2615.0 2615.0 ... 17219.13 2564.0 2606.0 SH
176 SH606 20251009 2595.0 2604.0 ... 325.22 2581.0 2628.0 SH
177 SH607 20251009 2590.0 2605.0 ... 154.16 2569.0 2619.0 SH
178 SH608 20251009 2593.0 2629.0 ... 171.00 2591.0 2631.0 SH
179 SH609 20251009 2638.0 2638.0 ... 148.57 2606.0 2645.0 SH
180 SM510 20251009 0.0 0.0 ... 0.00 5646.0 5646.0 SM
181 SM511 20251009 5772.0 5772.0 ... 40594.04 5746.0 5750.0 SM
182 SM512 20251009 5758.0 5772.0 ... 77416.62 5748.0 5752.0 SM
183 SM601 20251009 5766.0 5778.0 ... 441308.37 5756.0 5768.0 SM
184 SM602 20251009 5776.0 5786.0 ... 209724.76 5760.0 5776.0 SM
185 SM603 20251009 5786.0 5800.0 ... 227429.72 5774.0 5786.0 SM
186 SM604 20251009 5794.0 5794.0 ... 2.90 5794.0 5790.0 SM
187 SM605 20251009 5796.0 5816.0 ... 15813.80 5796.0 5808.0 SM
188 SM606 20251009 5782.0 5816.0 ... 8.69 5796.0 5814.0 SM
189 SM607 20251009 5796.0 5832.0 ... 8.71 5810.0 5824.0 SM
190 SM608 20251009 0.0 0.0 ... 0.00 5848.0 5848.0 SM
191 SM609 20251009 5826.0 5850.0 ... 1463.12 5842.0 5842.0 SM
192 SR511 20251009 5527.0 5578.0 ... 57161.25 5552.0 5527.0 SR
193 SR601 20251009 5498.0 5542.0 ... 1084646.31 5517.0 5490.0 SR
194 SR603 20251009 5482.0 5524.0 ... 92166.09 5507.0 5468.0 SR
195 SR605 20251009 5468.0 5502.0 ... 78376.35 5481.0 5450.0 SR
196 SR607 20251009 5460.0 5498.0 ... 3454.38 5474.0 5441.0 SR
197 SR609 20251009 5461.0 5502.0 ... 3959.40 5484.0 5444.0 SR
198 TA510 20251009 4532.0 4548.0 ... 2697.22 4514.0 4544.0 TA
199 TA511 20251009 4560.0 4580.0 ... 164194.02 4544.0 4574.0 TA
200 TA512 20251009 4572.0 4588.0 ... 88961.68 4552.0 4584.0 TA
201 TA601 20251009 4570.0 4602.0 ... 1282595.32 4564.0 4598.0 TA
202 TA602 20251009 4588.0 4610.0 ... 28680.03 4572.0 4604.0 TA
203 TA603 20251009 4598.0 4618.0 ... 9536.24 4590.0 4622.0 TA
204 TA604 20251009 4600.0 4600.0 ... 32.12 4590.0 4624.0 TA
205 TA605 20251009 4620.0 4642.0 ... 64664.27 4612.0 4640.0 TA
206 TA606 20251009 0.0 0.0 ... 0.00 4644.0 4652.0 TA
207 TA607 20251009 0.0 0.0 ... 0.00 4652.0 4652.0 TA
208 TA608 20251009 4632.0 4632.0 ... 2.32 4632.0 4690.0 TA
209 TA609 20251009 4668.0 4682.0 ... 731.37 4658.0 4680.0 TA
210 UR510 20251009 1520.0 1520.0 ... 485.01 1516.0 1543.0 UR
211 UR511 20251009 1617.0 1619.0 ... 26965.19 1593.0 1639.0 UR
212 UR512 20251009 1631.0 1634.0 ... 25588.16 1600.0 1651.0 UR
213 UR601 20251009 1648.0 1648.0 ... 821537.42 1619.0 1666.0 UR
214 UR602 20251009 1651.0 1654.0 ... 23156.99 1620.0 1673.0 UR
215 UR603 20251009 1685.0 1691.0 ... 474.75 1672.0 1714.0 UR
216 UR604 20251009 1679.0 1679.0 ... 60.18 1672.0 1714.0 UR
217 UR605 20251009 1704.0 1704.0 ... 57571.94 1681.0 1715.0 UR
218 UR606 20251009 1710.0 1710.0 ... 1116.39 1686.0 1716.0 UR
219 UR607 20251009 1737.0 1737.0 ... 92.96 1722.0 1743.0 UR
220 UR608 20251009 1735.0 1735.0 ... 65.21 1716.0 1737.0 UR
221 UR609 20251009 1720.0 1720.0 ... 689.09 1706.0 1737.0 UR
222 WH511 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 16:28:53,412 - future_1d - INFO - ak.get_czce_daily('2025-10-09') done
2025-10-10 16:28:55,369 - future_1d - INFO - save future_daily 2025-10-09 completed
symbol date open ... settle pre_settle variety
0 IC2510 20251010 7491.000 ... 7389.600 7531.400 IC
1 IC2511 20251010 7439.000 ... 7320.000 7471.600 IC
2 IC2512 20251010 7398.800 ... 7272.600 7432.800 IC
3 IC2603 20251010 7230.000 ... 7109.200 7272.200 IC
4 IF2510 20251010 4673.400 ... 4615.200 4712.000 IF
5 IF2511 20251010 4673.800 ... 4603.600 4703.200 IF
6 IF2512 20251010 4664.000 ... 4593.200 4694.400 IF
7 IF2603 20251010 4647.400 ... 4571.200 4672.600 IF
8 IH2510 20251010 3002.000 ... 2974.000 3022.800 IH
9 IH2511 20251010 3004.800 ... 2973.200 3022.200 IH
10 IH2512 20251010 3010.000 ... 2973.200 3024.200 IH
11 IH2603 20251010 3008.400 ... 2972.600 3023.800 IH
12 IM2510 20251010 7579.600 ... 7519.600 7618.800 IM
13 IM2511 20251010 7508.000 ... 7427.400 7539.400 IM
14 IM2512 20251010 7415.000 ... 7346.400 7467.800 IM
15 IM2603 20251010 7207.400 ... 7127.400 7248.800 IM
16 T2512 20251010 108.075 ... 107.960 108.050 T
17 T2603 20251010 107.765 ... 107.665 107.730 T
18 T2606 20251010 107.600 ... 107.535 107.615 T
19 TF2512 20251010 105.750 ... 105.655 105.750 TF
20 TF2603 20251010 105.625 ... 105.555 105.610 TF
21 TF2606 20251010 105.660 ... 105.575 105.625 TF
22 TL2512 20251010 114.590 ... 114.020 114.530 TL
23 TL2603 20251010 114.280 ... 113.690 114.180 TL
24 TL2606 20251010 114.240 ... 113.610 114.140 TL
25 TS2512 20251010 102.410 ... 102.352 102.410 TS
26 TS2603 20251010 102.304 ... 102.264 102.304 TS
27 TS2606 20251010 102.332 ... 102.324 102.356 TS
[28 rows x 12 columns]
2025-10-10 16:29:04,348 - future_1d - INFO - ak.get_cffex_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251010 471 472.1 ... 3161391.79 466.2 468.7 SC
1 SC2512 20251010 473.9 474.5 ... 1414802.69 468.5 471.4 SC
2 SC2601 20251010 472 474.2 ... 316812.66 468.3 471.2 SC
3 SC2602 20251010 471.5 473.5 ... 41816.12 468.2 470.2 SC
4 SC2603 20251010 471.6 472.6 ... 16896.19 466.7 469.6 SC
5 SC2604 20251010 471.7 471.9 ... 6755.64 465.9 469.6 SC
6 SC2605 20251010 471 471.6 ... 7499.8 465.8 470.5 SC
7 SC2606 20251010 469.6 472.2 ... 12110.07 465.7 468.9 SC
8 SC2607 20251010 468.6 469.6 ... 234.08 468.1 470.8 SC
9 SC2608 20251010 465.3 465.7 ... 325.13 464.4 469.5 SC
10 SC2609 20251010 467.8 468.5 ... 1257.95 465.9 470.3 SC
11 SC2610 20251010 ... 0 464.9 471 SC
12 SC2612 20251010 469.5 469.6 ... 697.54 465 463.8 SC
13 SC2703 20251010 465.5 465.5 ... 185.71 464.2 472 SC
14 SC2706 20251010 ... 0 466 469.9 SC
15 SC2709 20251010 468.3 468.3 ... 277.98 463.3 469.4 SC
16 SC2712 20251010 ... 0 461.8 465.9 SC
17 SC2803 20251010 ... 0 458 458 SC
18 SC2806 20251010 456 458.2 ... 1096.03 456.6 455.2 SC
19 SC2809 20251010 456.9 460 ... 1465.01 457.8 458.2 SC
21 LU2511 20251010 3374 3378 ... 76172.122 3327 3329 LU
22 LU2512 20251010 3370 3371 ... 245365.822 3332 3342 LU
23 LU2601 20251010 3330 3353 ... 87812.969 3313 3326 LU
24 LU2602 20251010 3329 3341 ... 5574.851 3304 3318 LU
25 LU2603 20251010 3317 3336 ... 574.808 3303 3327 LU
26 LU2604 20251010 3282 3282 ... 13.109 3277 3300 LU
27 LU2605 20251010 3295 3295 ... 16.432 3286 3278 LU
28 LU2606 20251010 3277 3277 ... 26.046 3255 3289 LU
29 LU2607 20251010 3262 3262 ... 16.298 3259 3276 LU
30 LU2608 20251010 3260 3264 ... 39.088 3257 3271 LU
31 LU2609 20251010 3285 3285 ... 104.254 3257 3267 LU
32 LU2610 20251010 3260 3267 ... 35.86 3260 3267 LU
34 NR2510 20251010 12395 12395 ... 985.15 12310 12220 NR
35 NR2511 20251010 12465 12520 ... 703184.165 12395 12385 NR
36 NR2512 20251010 12475 12510 ... 427964.625 12400 12385 NR
37 NR2601 20251010 12485 12510 ... 142685.735 12400 12410 NR
38 NR2602 20251010 12420 12475 ... 3390.01 12370 12400 NR
39 NR2603 20251010 12400 12450 ... 2801.655 12395 12390 NR
40 NR2604 20251010 12400 12420 ... 445.705 12380 12390 NR
41 NR2605 20251010 12440 12450 ... 310.28 12410 12425 NR
42 NR2606 20251010 12475 12480 ... 62.07 12410 12470 NR
43 NR2607 20251010 12490 12490 ... 12.49 12490 12535 NR
44 NR2608 20251010 12535 12535 ... 12.535 12535 12570 NR
45 NR2609 20251010 ... 0 12510 12510 NR
47 BC2510 20251010 ... 0 76060 76060 BC
48 BC2511 20251010 77620 78240 ... 613583.705 77210 76560 BC
49 BC2512 20251010 77520 78310 ... 51169.195 77230 76870 BC
50 BC2601 20251010 77430 77780 ... 270.04 77150 76900 BC
51 BC2602 20251010 ... 0 76900 76900 BC
52 BC2603 20251010 ... 0 77470 77470 BC
53 BC2604 20251010 ... 0 77000 77000 BC
54 BC2605 20251010 ... 0 75900 75900 BC
55 BC2606 20251010 ... 0 75880 75880 BC
56 BC2607 20251010 77070 77300 ... 1191.175 76850 75800 BC
57 BC2608 20251010 ... 0 75800 75800 BC
58 BC2609 20251010 ... 0 75710 75710 BC
60 EC2510 20251010 1118.8 1138 ... 36438.1725 1125.5 1112.5 EC
61 EC2512 20251010 1670 1670 ... 252613.195 1605.1 1620.2 EC
62 EC2602 20251010 1385 1399 ... 48909.9605 1365.4 1410.9 EC
63 EC2604 20251010 1089.9 1119.9 ... 27926.309 1084.9 1108.4 EC
64 EC2606 20251010 1260.9 1290.8 ... 3233.508 1268 1294.6 EC
65 EC2608 20251010 1405 1422 ... 2824.423 1405.1 1415.5 EC
68 SC_TAS2511 20251010 ... SC_TAS
69 SC_TAS2512 20251010 ... SC_TAS
70 SC_TAS2601 20251010 ... SC_TAS
71 SC_TAS2602 20251010 ... SC_TAS
[66 rows x 12 columns]
2025-10-10 16:29:04,444 - future_1d - INFO - ak.get_ine_daily('2025-10-10') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251010 ... 86530 86040 CU
1 1 CU2511 20251010 ... 86910 85910 CU
2 2 CU2512 20251010 ... 86910 85940 CU
3 3 CU2601 20251010 ... 86960 85900 CU
4 4 CU2602 20251010 ... 87010 85730 CU
5 5 CU2603 20251010 ... 87090 85740 CU
6 6 CU2604 20251010 ... 86700 86060 CU
7 7 CU2605 20251010 ... 86520 85860 CU
8 8 CU2606 20251010 ... 86870 85890 CU
9 9 CU2607 20251010 ... 86660 85640 CU
10 10 CU2608 20251010 ... 86640 85310 CU
11 11 CU2609 20251010 ... 86490 85410 CU
12 12 BC2510 20251010 ... 76060 76060 BC
13 13 BC2511 20251010 ... 77210 76560 BC
14 14 BC2512 20251010 ... 77230 76870 BC
15 15 BC2601 20251010 ... 77150 76900 BC
16 16 BC2602 20251010 ... 76900 76900 BC
17 17 BC2603 20251010 ... 77470 77470 BC
18 18 BC2604 20251010 ... 77000 77000 BC
19 19 BC2605 20251010 ... 75900 75900 BC
20 20 BC2606 20251010 ... 75880 75880 BC
21 21 BC2607 20251010 ... 76850 75800 BC
22 22 BC2608 20251010 ... 75800 75800 BC
23 23 BC2609 20251010 ... 75710 75710 BC
24 24 AL2510 20251010 ... 21055 21030 AL
25 25 AL2511 20251010 ... 21090 21005 AL
26 26 AL2512 20251010 ... 21090 21010 AL
27 27 AL2601 20251010 ... 21085 21010 AL
28 28 AL2602 20251010 ... 21080 21005 AL
29 29 AL2603 20251010 ... 21065 21005 AL
30 30 AL2604 20251010 ... 21100 21030 AL
31 31 AL2605 20251010 ... 21095 21055 AL
32 32 AL2606 20251010 ... 21085 21035 AL
33 33 AL2607 20251010 ... 21100 21070 AL
34 34 AL2608 20251010 ... 21100 21060 AL
35 35 AL2609 20251010 ... 21095 21060 AL
36 36 ZN2510 20251010 ... 22320 22165 ZN
37 37 ZN2511 20251010 ... 22385 22200 ZN
38 38 ZN2512 20251010 ... 22415 22230 ZN
39 39 ZN2601 20251010 ... 22450 22240 ZN
40 40 ZN2602 20251010 ... 22460 22290 ZN
41 41 ZN2603 20251010 ... 22520 22340 ZN
42 42 ZN2604 20251010 ... 22530 22375 ZN
43 43 ZN2605 20251010 ... 22580 22415 ZN
44 44 ZN2606 20251010 ... 22550 22425 ZN
45 45 ZN2607 20251010 ... 22590 22460 ZN
46 46 ZN2608 20251010 ... 22615 22435 ZN
47 47 ZN2609 20251010 ... 22600 22475 ZN
48 48 PB2510 20251010 ... 17075 17025 PB
49 49 PB2511 20251010 ... 17125 17040 PB
50 50 PB2512 20251010 ... 17145 17075 PB
51 51 PB2601 20251010 ... 17150 17095 PB
52 52 PB2602 20251010 ... 17170 16990 PB
53 53 PB2603 20251010 ... 17195 17205 PB
54 54 PB2604 20251010 ... 17185 17170 PB
55 55 PB2605 20251010 ... 17190 17195 PB
56 56 PB2606 20251010 ... 17190 17165 PB
57 57 PB2607 20251010 ... 17215 17020 PB
58 58 PB2608 20251010 ... 17230 17255 PB
59 59 PB2609 20251010 ... 17285 17285 PB
60 60 NI2510 20251010 ... 123510 122090 NI
61 61 NI2511 20251010 ... 123490 123120 NI
62 62 NI2512 20251010 ... 123650 123310 NI
63 63 NI2601 20251010 ... 124140 123530 NI
64 64 NI2602 20251010 ... 124730 123470 NI
65 65 NI2603 20251010 ... 124490 124010 NI
66 66 NI2604 20251010 ... 124710 124320 NI
67 67 NI2605 20251010 ... 124870 124550 NI
68 68 NI2606 20251010 ... 125130 124900 NI
69 69 NI2607 20251010 ... 125580 124850 NI
70 70 NI2608 20251010 ... 125770 125590 NI
71 71 NI2609 20251010 ... 125640 125660 NI
72 72 SN2510 20251010 ... 288270 284870 SN
73 73 SN2511 20251010 ... 288430 285070 SN
74 74 SN2512 20251010 ... 288660 285420 SN
75 75 SN2601 20251010 ... 288660 285490 SN
76 76 SN2602 20251010 ... 288930 285460 SN
77 77 SN2603 20251010 ... 289020 285280 SN
78 78 SN2604 20251010 ... 288650 284800 SN
79 79 SN2605 20251010 ... 288950 285020 SN
80 80 SN2606 20251010 ... 288740 285390 SN
81 81 SN2607 20251010 ... 288440 284640 SN
82 82 SN2608 20251010 ... 289090 285520 SN
83 83 SN2609 20251010 ... 287680 287820 SN
84 84 AO2510 20251010 ... 2834 2818 AO
85 85 AO2511 20251010 ... 2848 2844 AO
86 86 AO2512 20251010 ... 2871 2860 AO
87 87 AO2601 20251010 ... 2877 2871 AO
88 88 AO2602 20251010 ... 2891 2882 AO
89 89 AO2603 20251010 ... 2953 2949 AO
90 90 AO2604 20251010 ... 2966 2958 AO
91 91 AO2605 20251010 ... 2979 2965 AO
92 92 AO2606 20251010 ... 2982 2972 AO
93 93 AO2607 20251010 ... 2994 2978 AO
94 94 AO2608 20251010 ... 3004 2987 AO
95 95 AO2609 20251010 ... 3026 3000 AO
96 96 AD2511 20251010 ... 20560 20485 AD
97 97 AD2512 20251010 ... 20635 20535 AD
98 98 AD2601 20251010 ... 20655 20610 AD
99 99 AD2602 20251010 ... 20680 20620 AD
100 100 AD2603 20251010 ... 20520 20325 AD
101 101 AD2604 20251010 ... 20590 20360 AD
102 102 AD2605 20251010 ... 20610 20550 AD
103 103 AD2606 20251010 ... 20470 20365 AD
104 104 AD2607 20251010 ... 20510 20510 AD
105 105 AD2608 20251010 ... 20495 20495 AD
106 106 AD2609 20251010 ... 20670 20335 AD
107 107 AU2510 20251010 ... 909.14 912.68 AU
108 108 AU2511 20251010 ... 909.34 912.92 AU
109 109 AU2512 20251010 ... 909.44 912.96 AU
110 110 AU2602 20251010 ... 912.78 915.62 AU
111 111 AU2604 20251010 ... 915.4 917.54 AU
112 112 AU2606 20251010 ... 919.88 918.92 AU
113 113 AU2608 20251010 ... 920.88 921.98 AU
114 114 AU2610 20251010 ... 924.4 924.9 AU
115 115 AG2510 20251010 ... 11090 11193 AG
116 116 AG2511 20251010 ... 11208 11192 AG
117 117 AG2512 20251010 ... 11213 11209 AG
118 118 AG2601 20251010 ... 11236 11217 AG
119 119 AG2602 20251010 ... 11241 11235 AG
120 120 AG2603 20251010 ... 11274 11249 AG
121 121 AG2604 20251010 ... 11275 11256 AG
122 122 AG2605 20251010 ... 11290 11266 AG
123 123 AG2606 20251010 ... 11308 11255 AG
124 124 AG2607 20251010 ... 11279 11284 AG
125 125 AG2608 20251010 ... 11326 11293 AG
126 126 AG2609 20251010 ... 11320 11305 AG
127 127 RB2510 20251010 ... 3022 2998 RB
128 128 RB2511 20251010 ... 3039 3019 RB
129 129 RB2512 20251010 ... 3089 3070 RB
130 130 RB2601 20251010 ... 3107 3087 RB
131 131 RB2602 20251010 ... 3107 3093 RB
132 132 RB2603 20251010 ... 3128 3109 RB
133 133 RB2604 20251010 ... 3151 3131 RB
134 134 RB2605 20251010 ... 3166 3145 RB
135 135 RB2606 20251010 ... 3186 3158 RB
136 136 RB2607 20251010 ... 3192 3175 RB
137 137 RB2608 20251010 ... 3195 3180 RB
138 138 RB2609 20251010 ... 3203 3189 RB
139 139 WR2510 20251010 ... 3069 3069 WR
140 140 WR2511 20251010 ... 3270 3270 WR
141 141 WR2512 20251010 ... 3309 3309 WR
142 142 WR2601 20251010 ... 3416 3320 WR
143 143 WR2602 20251010 ... 3384 3301 WR
144 144 WR2603 20251010 ... 3361 3329 WR
145 145 WR2604 20251010 ... 3369 3339 WR
146 146 WR2605 20251010 ... 3385 3279 WR
147 147 WR2606 20251010 ... 3360 3356 WR
148 148 WR2607 20251010 ... 3390 3390 WR
149 149 WR2608 20251010 ... 3431 3431 WR
150 150 WR2609 20251010 ... 3430 3430 WR
151 151 HC2510 20251010 ... 3394 3352 HC
152 152 HC2511 20251010 ... 3327 3306 HC
153 153 HC2512 20251010 ... 3312 3300 HC
154 154 HC2601 20251010 ... 3290 3273 HC
155 155 HC2602 20251010 ... 3294 3272 HC
156 156 HC2603 20251010 ... 3295 3281 HC
157 157 HC2604 20251010 ... 3300 3286 HC
158 158 HC2605 20251010 ... 3299 3281 HC
159 159 HC2606 20251010 ... 3299 3286 HC
160 160 HC2607 20251010 ... 3306 3294 HC
161 161 HC2608 20251010 ... 3310 3298 HC
162 162 HC2609 20251010 ... 3319 3301 HC
163 163 SS2510 20251010 ... 12625 12600 SS
164 164 SS2511 20251010 ... 12840 12800 SS
165 165 SS2512 20251010 ... 12860 12820 SS
166 166 SS2601 20251010 ... 12935 12890 SS
167 167 SS2602 20251010 ... 12985 12925 SS
168 168 SS2603 20251010 ... 13080 13050 SS
169 169 SS2604 20251010 ... 13145 13115 SS
170 170 SS2605 20251010 ... 13235 13195 SS
171 171 SS2606 20251010 ... 13320 13290 SS
172 172 SS2607 20251010 ... 13340 13320 SS
173 173 SS2608 20251010 ... 13420 13375 SS
174 174 SS2609 20251010 ... 13465 13410 SS
175 175 SC2511 20251010 ... 466.2 468.7 SC
176 176 SC2512 20251010 ... 468.5 471.4 SC
177 177 SC2601 20251010 ... 468.3 471.2 SC
178 178 SC2602 20251010 ... 468.2 470.2 SC
179 179 SC2603 20251010 ... 466.7 469.6 SC
180 180 SC2604 20251010 ... 465.9 469.6 SC
181 181 SC2605 20251010 ... 465.8 470.5 SC
182 182 SC2606 20251010 ... 465.7 468.9 SC
183 183 SC2607 20251010 ... 468.1 470.8 SC
184 184 SC2608 20251010 ... 464.4 469.5 SC
185 185 SC2609 20251010 ... 465.9 470.3 SC
186 186 SC2610 20251010 ... 464.9 471 SC
187 187 SC2612 20251010 ... 465 463.8 SC
188 188 SC2703 20251010 ... 464.2 472 SC
189 189 SC2706 20251010 ... 466 469.9 SC
190 190 SC2709 20251010 ... 463.3 469.4 SC
191 191 SC2712 20251010 ... 461.8 465.9 SC
192 192 SC2803 20251010 ... 458 458 SC
193 193 SC2806 20251010 ... 456.6 455.2 SC
194 194 SC2809 20251010 ... 457.8 458.2 SC
195 195 LU2511 20251010 ... 3327 3329 LU
196 196 LU2512 20251010 ... 3332 3342 LU
197 197 LU2601 20251010 ... 3313 3326 LU
198 198 LU2602 20251010 ... 3304 3318 LU
199 199 LU2603 20251010 ... 3303 3327 LU
200 200 LU2604 20251010 ... 3277 3300 LU
201 201 LU2605 20251010 ... 3286 3278 LU
202 202 LU2606 20251010 ... 3255 3289 LU
203 203 LU2607 20251010 ... 3259 3276 LU
204 204 LU2608 20251010 ... 3257 3271 LU
205 205 LU2609 20251010 ... 3257 3267 LU
206 206 LU2610 20251010 ... 3260 3267 LU
207 207 FU2511 20251010 ... 2877 2935 FU
208 208 FU2512 20251010 ... 2832 2851 FU
209 209 FU2601 20251010 ... 2803 2813 FU
210 210 FU2602 20251010 ... 2779 2786 FU
211 211 FU2603 20251010 ... 2772 2780 FU
212 212 FU2604 20251010 ... 2766 2773 FU
213 213 FU2605 20251010 ... 2754 2761 FU
214 214 FU2606 20251010 ... 2749 2752 FU
215 215 FU2607 20251010 ... 2724 2727 FU
216 216 FU2608 20251010 ... 2701 2702 FU
217 217 FU2609 20251010 ... 2688 2691 FU
218 218 FU2610 20251010 ... 2678 2686 FU
219 219 BU2510 20251010 ... 3455 3470 BU
220 220 BU2511 20251010 ... 3346 3376 BU
221 221 BU2512 20251010 ... 3297 3327 BU
222 222 BU2601 20251010 ... 3278 3307 BU
223 223 BU2602 20251010 ... 3282 3314 BU
224 224 BU2603 20251010 ... 3295 3323 BU
225 225 BU2604 20251010 ... 3292 3319 BU
226 226 BU2605 20251010 ... 3309 3328 BU
227 227 BU2606 20251010 ... 3297 3328 BU
228 228 BU2607 20251010 ... 3316 3331 BU
229 229 BU2608 20251010 ... 3299 3356 BU
230 230 BU2609 20251010 ... 3283 3316 BU
231 231 BU2612 20251010 ... 3247 3270 BU
232 232 BU2703 20251010 ... 3253 3276 BU
233 233 BU2706 20251010 ... 3270 3282 BU
234 234 BU2709 20251010 ... 3272 3300 BU
235 235 BR2510 20251010 ... 11400 11310 BR
236 236 BR2511 20251010 ... 11245 11260 BR
237 237 BR2512 20251010 ... 11200 11235 BR
238 238 BR2601 20251010 ... 11200 11225 BR
239 239 BR2602 20251010 ... 11185 11245 BR
240 240 BR2603 20251010 ... 11255 11265 BR
241 241 BR2604 20251010 ... 11275 11195 BR
242 242 BR2605 20251010 ... 11245 11295 BR
243 243 BR2606 20251010 ... 11280 11345 BR
244 244 BR2607 20251010 ... 11400 11415 BR
245 245 BR2608 20251010 ... 11410 11460 BR
246 246 BR2609 20251010 ... 11485 11505 BR
247 247 RU2510 20251010 ... 14535 14535 RU
248 248 RU2511 20251010 ... 14545 14485 RU
249 249 RU2601 20251010 ... 15360 15325 RU
250 250 RU2603 20251010 ... 15310 15345 RU
251 251 RU2604 20251010 ... 15310 15290 RU
252 252 RU2605 20251010 ... 15315 15290 RU
253 253 RU2606 20251010 ... 15315 15270 RU
254 254 RU2607 20251010 ... 15400 15370 RU
255 255 RU2608 20251010 ... 15375 15300 RU
256 256 RU2609 20251010 ... 15365 15315 RU
257 257 NR2510 20251010 ... 12310 12220 NR
258 258 NR2511 20251010 ... 12395 12385 NR
259 259 NR2512 20251010 ... 12400 12385 NR
260 260 NR2601 20251010 ... 12400 12410 NR
261 261 NR2602 20251010 ... 12370 12400 NR
262 262 NR2603 20251010 ... 12395 12390 NR
263 263 NR2604 20251010 ... 12380 12390 NR
264 264 NR2605 20251010 ... 12410 12425 NR
265 265 NR2606 20251010 ... 12410 12470 NR
266 266 NR2607 20251010 ... 12490 12535 NR
267 267 NR2608 20251010 ... 12535 12570 NR
268 268 NR2609 20251010 ... 12510 12510 NR
269 269 SP2510 20251010 ... 4808 4808 SP
270 270 SP2511 20251010 ... 4816 4812 SP
271 271 SP2512 20251010 ... 4838 4832 SP
272 272 SP2601 20251010 ... 5108 5108 SP
273 273 SP2602 20251010 ... 5118 5114 SP
274 274 SP2603 20251010 ... 5128 5130 SP
275 275 SP2604 20251010 ... 5152 5140 SP
276 276 SP2605 20251010 ... 5152 5150 SP
277 277 SP2606 20251010 ... 5190 5182 SP
278 278 SP2607 20251010 ... 5172 5170 SP
279 279 SP2608 20251010 ... 5180 5192 SP
280 280 SP2609 20251010 ... 5190 5178 SP
281 281 OP2601 20251010 ... 4224 4214 OP
282 282 OP2602 20251010 ... 4234 4224 OP
283 283 OP2603 20251010 ... 4234 4222 OP
284 284 OP2604 20251010 ... 4258 4268 OP
285 285 OP2605 20251010 ... 4260 4266 OP
286 286 OP2606 20251010 ... 4234 4234 OP
287 287 OP2607 20251010 ... 4238 4238 OP
288 288 OP2608 20251010 ... 4240 4248 OP
289 289 OP2609 20251010 ... 4242 4266 OP
290 290 EC2510 20251010 ... 1125.5 1112.5 EC
291 291 EC2512 20251010 ... 1605.1 1620.2 EC
292 292 EC2602 20251010 ... 1365.4 1410.9 EC
293 293 EC2604 20251010 ... 1084.9 1108.4 EC
294 294 EC2606 20251010 ... 1268 1294.6 EC
295 295 EC2608 20251010 ... 1405.1 1415.5 EC
296 296 SC_TAS2511 20251010 ... SC_TAS
297 297 SC_TAS2512 20251010 ... SC_TAS
298 298 SC_TAS2601 20251010 ... SC_TAS
299 299 SC_TAS2602 20251010 ... SC_TAS
[300 rows x 13 columns]
2025-10-10 16:29:04,555 - future_1d - INFO - ak.get_shfe_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 a2511 20251010 3960.0 ... 3958.00 3960.0 A
1 a2601 20251010 3972.0 ... 3958.00 3948.0 A
2 a2603 20251010 3971.0 ... 3959.00 3947.0 A
3 a2605 20251010 4008.0 ... 3998.00 3977.0 A
4 a2607 20251010 4000.0 ... 3991.00 3973.0 A
5 a2609 20251010 4002.0 ... 3996.00 3973.0 A
6 b2510 20251010 3611.0 ... 3619.00 3648.0 B
7 b2511 20251010 3628.0 ... 3624.00 3633.0 B
8 b2512 20251010 3646.0 ... 3649.00 3647.0 B
9 b2601 20251010 3650.0 ... 3651.00 3647.0 B
10 b2602 20251010 3662.0 ... 3660.00 3655.0 B
11 b2603 20251010 3626.0 ... 3623.00 3621.0 B
12 b2604 20251010 3531.0 ... 3530.00 3521.0 B
13 b2605 20251010 3460.0 ... 3464.00 3450.0 B
14 b2606 20251010 3433.0 ... 3439.00 3423.0 B
15 b2607 20251010 3434.0 ... 3441.00 3427.0 B
16 b2608 20251010 3526.0 ... 3533.00 3520.0 B
17 b2609 20251010 3563.0 ... 3567.00 3553.0 B
18 bb2511 20251010 135.0 ... 139.40 141.6 BB
19 bb2601 20251010 148.0 ... 147.05 147.0 BB
20 bb2603 20251010 146.9 ... 147.05 147.1 BB
21 bb2605 20251010 147.5 ... 147.25 146.8 BB
22 bb2607 20251010 0.0 ... 152.15 151.7 BB
23 bb2609 20251010 0.0 ... 152.15 151.7 BB
24 bz2603 20251010 5743.0 ... 5733.00 5732.0 BZ
25 bz2604 20251010 5749.0 ... 5706.00 5696.0 BZ
26 bz2605 20251010 5770.0 ... 5731.00 5683.0 BZ
27 bz2606 20251010 0.0 ... 5672.00 5672.0 BZ
28 bz2607 20251010 5747.0 ... 5747.00 5681.0 BZ
29 bz2608 20251010 5736.0 ... 5736.00 5657.0 BZ
30 bz2609 20251010 0.0 ... 5835.00 5874.0 BZ
31 c2511 20251010 2136.0 ... 2131.00 2136.0 C
32 c2601 20251010 2125.0 ... 2125.00 2122.0 C
33 c2603 20251010 2139.0 ... 2139.00 2135.0 C
34 c2605 20251010 2201.0 ... 2202.00 2197.0 C
35 c2607 20251010 2211.0 ... 2214.00 2210.0 C
36 c2609 20251010 2228.0 ... 2228.00 2226.0 C
37 cs2511 20251010 2429.0 ... 2428.00 2438.0 CS
38 cs2601 20251010 2436.0 ... 2433.00 2440.0 CS
39 cs2603 20251010 2449.0 ... 2443.00 2448.0 CS
40 cs2605 20251010 2536.0 ... 2531.00 2535.0 CS
41 cs2607 20251010 2540.0 ... 2536.00 2541.0 CS
42 cs2609 20251010 2582.0 ... 2579.00 2577.0 CS
43 eb2510 20251010 6719.0 ... 6699.00 6705.0 EB
44 eb2511 20251010 6810.0 ... 6782.00 6787.0 EB
45 eb2512 20251010 6819.0 ... 6796.00 6801.0 EB
46 eb2601 20251010 6859.0 ... 6824.00 6825.0 EB
47 eb2602 20251010 6903.0 ... 6857.00 6864.0 EB
48 eb2603 20251010 6939.0 ... 6903.00 6906.0 EB
49 eb2604 20251010 6988.0 ... 6953.00 6946.0 EB
50 eb2605 20251010 7013.0 ... 6981.00 6975.0 EB
51 eb2606 20251010 7000.0 ... 6957.00 6980.0 EB
52 eb2607 20251010 6945.0 ... 6945.00 6959.0 EB
53 eb2608 20251010 7024.0 ... 6987.00 6997.0 EB
54 eb2609 20251010 0.0 ... 7018.00 7018.0 EB
55 eg2510 20251010 4212.0 ... 4197.00 4173.0 EG
56 eg2511 20251010 4156.0 ... 4147.00 4156.0 EG
57 eg2512 20251010 4163.0 ... 4132.00 4134.0 EG
58 eg2601 20251010 4165.0 ... 4137.00 4145.0 EG
59 eg2602 20251010 4150.0 ... 4133.00 4143.0 EG
60 eg2603 20251010 4160.0 ... 4128.00 4181.0 EG
61 eg2604 20251010 4238.0 ... 4210.00 4197.0 EG
62 eg2605 20251010 4243.0 ... 4208.00 4224.0 EG
63 eg2606 20251010 4254.0 ... 4211.00 4225.0 EG
64 eg2607 20251010 4269.0 ... 4228.00 4300.0 EG
65 eg2608 20251010 4239.0 ... 4233.00 4285.0 EG
66 eg2609 20251010 4289.0 ... 4267.00 4259.0 EG
67 fb2510 20251010 0.0 ... 1252.00 1252.0 FB
68 fb2511 20251010 1263.0 ... 1265.00 1265.5 FB
69 fb2512 20251010 1263.5 ... 1261.50 1257.0 FB
70 fb2601 20251010 1260.0 ... 1262.50 1260.0 FB
71 fb2602 20251010 1267.0 ... 1268.00 1264.5 FB
72 fb2603 20251010 1259.0 ... 1260.50 1256.0 FB
73 fb2604 20251010 1263.5 ... 1265.00 1270.5 FB
74 fb2605 20251010 0.0 ... 1299.00 1299.0 FB
75 fb2606 20251010 0.0 ... 1276.50 1276.5 FB
76 fb2607 20251010 0.0 ... 1302.50 1302.5 FB
77 fb2608 20251010 0.0 ... 1308.00 1308.0 FB
78 fb2609 20251010 0.0 ... 1296.00 1296.0 FB
79 i2510 20251010 816.0 ... 816.00 802.0 I
80 i2511 20251010 812.0 ... 811.50 804.0 I
81 i2512 20251010 804.5 ... 804.50 797.0 I
82 i2601 20251010 795.5 ... 795.50 787.0 I
83 i2602 20251010 790.5 ... 790.50 783.0 I
84 i2603 20251010 785.5 ... 786.00 777.0 I
85 i2604 20251010 781.5 ... 781.50 775.0 I
86 i2605 20251010 775.0 ... 774.50 765.5 I
87 i2606 20251010 768.5 ... 768.50 761.0 I
88 i2607 20251010 764.0 ... 763.50 757.0 I
89 i2608 20251010 759.5 ... 759.00 752.5 I
90 i2609 20251010 751.0 ... 754.00 745.5 I
91 j2510 20251010 1600.5 ... 1600.50 1600.5 J
92 j2511 20251010 1602.0 ... 1603.00 1580.0 J
93 j2512 20251010 1629.5 ... 1633.50 1611.0 J
94 j2601 20251010 1646.5 ... 1661.50 1636.0 J
95 j2602 20251010 1690.0 ... 1692.00 1669.5 J
96 j2603 20251010 0.0 ... 1707.50 1698.0 J
97 j2604 20251010 1797.5 ... 1797.50 1766.0 J
98 j2605 20251010 1810.0 ... 1813.50 1787.0 J
99 j2606 20251010 1832.5 ... 1833.50 1817.0 J
100 j2607 20251010 0.0 ... 1833.50 1833.5 J
101 j2608 20251010 1853.5 ... 1865.00 1853.5 J
102 j2609 20251010 1904.0 ... 1905.00 1879.0 J
103 jd2510 20251010 2500.0 ... 2592.00 2676.0 JD
104 jd2511 20251010 2870.0 ... 2836.00 2871.0 JD
105 jd2512 20251010 3050.0 ... 2983.00 3055.0 JD
106 jd2601 20251010 3255.0 ... 3189.00 3254.0 JD
107 jd2602 20251010 3060.0 ... 3044.00 3059.0 JD
108 jd2603 20251010 3114.0 ... 3103.00 3103.0 JD
109 jd2604 20251010 3232.0 ... 3240.00 3229.0 JD
110 jd2605 20251010 3405.0 ... 3415.00 3398.0 JD
111 jd2606 20251010 3269.0 ... 3274.00 3244.0 JD
112 jd2607 20251010 3501.0 ... 3515.00 3480.0 JD
113 jd2608 20251010 3963.0 ... 3974.00 3951.0 JD
114 jd2609 20251010 3840.0 ... 3857.00 3819.0 JD
115 jm2510 20251010 974.5 ... 968.00 953.5 JM
116 jm2511 20251010 1027.5 ... 1016.50 1008.0 JM
117 jm2512 20251010 1096.5 ... 1092.00 1075.5 JM
118 jm2601 20251010 1170.0 ... 1165.00 1147.0 JM
119 jm2602 20251010 1200.0 ... 1195.00 1173.0 JM
120 jm2603 20251010 1224.0 ... 1217.00 1195.5 JM
121 jm2604 20251010 1242.0 ... 1238.50 1216.0 JM
122 jm2605 20251010 1268.0 ... 1262.00 1241.5 JM
123 jm2606 20251010 1290.0 ... 1282.00 1268.5 JM
124 jm2607 20251010 1306.0 ... 1303.00 1286.5 JM
125 jm2608 20251010 1327.0 ... 1327.00 1313.0 JM
126 jm2609 20251010 1354.5 ... 1347.00 1326.5 JM
127 l2510 20251010 6986.0 ... 6989.00 6992.0 L
128 l2511 20251010 7018.0 ... 7032.00 7039.0 L
129 l2512 20251010 7062.0 ... 7044.00 7059.0 L
130 l2601 20251010 7075.0 ... 7052.00 7073.0 L
131 l2602 20251010 7072.0 ... 7042.00 7060.0 L
132 l2603 20251010 7084.0 ... 7057.00 7071.0 L
133 l2604 20251010 7122.0 ... 7099.00 7117.0 L
134 l2605 20251010 7115.0 ... 7084.00 7106.0 L
135 l2606 20251010 7115.0 ... 7079.00 7112.0 L
136 l2607 20251010 7145.0 ... 7106.00 7128.0 L
137 l2608 20251010 7168.0 ... 7145.00 7146.0 L
138 l2609 20251010 7164.0 ... 7134.00 7150.0 L
139 lg2511 20251010 830.0 ... 825.00 826.5 LG
140 lg2601 20251010 826.0 ... 827.50 823.5 LG
141 lg2603 20251010 833.5 ... 830.50 829.5 LG
142 lg2605 20251010 831.5 ... 832.50 830.0 LG
143 lg2607 20251010 833.0 ... 834.00 831.5 LG
144 lg2609 20251010 833.5 ... 833.00 830.5 LG
145 lh2511 20251010 11580.0 ... 11455.00 11695.0 LH
146 lh2601 20251010 12155.0 ... 12215.00 12235.0 LH
147 lh2603 20251010 11950.0 ... 11985.00 12035.0 LH
148 lh2605 20251010 12410.0 ... 12505.00 12480.0 LH
149 lh2607 20251010 13180.0 ... 13260.00 13180.0 LH
150 lh2609 20251010 13875.0 ... 13895.00 13850.0 LH
151 m2511 20251010 2907.0 ... 2897.00 2909.0 M
152 m2512 20251010 2953.0 ... 2937.00 2947.0 M
153 m2601 20251010 2938.0 ... 2924.00 2934.0 M
154 m2603 20251010 2906.0 ... 2899.00 2899.0 M
155 m2605 20251010 2750.0 ... 2755.00 2751.0 M
156 m2607 20251010 2737.0 ... 2738.00 2733.0 M
157 m2608 20251010 2856.0 ... 2863.00 2854.0 M
158 m2609 20251010 2859.0 ... 2867.00 2858.0 M
159 p2510 20251010 9408.0 ... 9416.00 9422.0 P
160 p2511 20251010 9462.0 ... 9382.00 9416.0 P
161 p2512 20251010 9512.0 ... 9444.00 9476.0 P
162 p2601 20251010 9570.0 ... 9488.00 9512.0 P
163 p2602 20251010 9558.0 ... 9472.00 9486.0 P
164 p2603 20251010 9514.0 ... 9436.00 9456.0 P
165 p2604 20251010 9446.0 ... 9384.00 9374.0 P
166 p2605 20251010 9350.0 ... 9294.00 9298.0 P
167 p2606 20251010 9260.0 ... 9200.00 9200.0 P
168 p2607 20251010 9148.0 ... 9090.00 9068.0 P
169 p2608 20251010 9014.0 ... 9038.00 8992.0 P
170 p2609 20251010 8900.0 ... 8926.00 8846.0 P
171 pg2510 20251010 4248.0 ... 4248.00 4277.0 PG
172 pg2511 20251010 4079.0 ... 4063.00 4078.0 PG
173 pg2512 20251010 3973.0 ... 3982.00 4000.0 PG
174 pg2601 20251010 3923.0 ... 3927.00 3945.0 PG
175 pg2602 20251010 3883.0 ... 3870.00 3883.0 PG
176 pg2603 20251010 3809.0 ... 3811.00 3822.0 PG
177 pg2604 20251010 4186.0 ... 4148.00 4215.0 PG
178 pg2605 20251010 4122.0 ... 4110.00 4128.0 PG
179 pg2606 20251010 4073.0 ... 4062.00 4075.0 PG
180 pg2607 20251010 4014.0 ... 4011.00 4005.0 PG
181 pg2608 20251010 3972.0 ... 3967.00 3955.0 PG
182 pg2609 20251010 3920.0 ... 3932.00 3919.0 PG
183 pp2510 20251010 6639.0 ... 6630.00 6642.0 PP
184 pp2511 20251010 6668.0 ... 6664.00 6684.0 PP
185 pp2512 20251010 6721.0 ... 6701.00 6719.0 PP
186 pp2601 20251010 6745.0 ... 6734.00 6750.0 PP
187 pp2602 20251010 6752.0 ... 6723.00 6743.0 PP
188 pp2603 20251010 6736.0 ... 6721.00 6736.0 PP
189 pp2604 20251010 6757.0 ... 6751.00 6759.0 PP
190 pp2605 20251010 6794.0 ... 6779.00 6801.0 PP
191 pp2606 20251010 6751.0 ... 6743.00 6759.0 PP
192 pp2607 20251010 6765.0 ... 6740.00 6747.0 PP
193 pp2608 20251010 6798.0 ... 6779.00 6794.0 PP
194 pp2609 20251010 6827.0 ... 6802.00 6835.0 PP
195 rr2510 20251010 0.0 ... 3612.00 3612.0 RR
196 rr2511 20251010 3624.0 ... 3627.00 3619.0 RR
197 rr2512 20251010 3594.0 ... 3605.00 3596.0 RR
198 rr2601 20251010 3633.0 ... 3634.00 3626.0 RR
199 rr2602 20251010 3620.0 ... 3618.00 3611.0 RR
200 rr2603 20251010 3618.0 ... 3617.00 3613.0 RR
201 rr2604 20251010 3621.0 ... 3623.00 3621.0 RR
202 rr2605 20251010 3617.0 ... 3617.00 3609.0 RR
203 rr2606 20251010 3620.0 ... 3615.00 3608.0 RR
204 rr2607 20251010 3608.0 ... 3617.00 3609.0 RR
205 rr2608 20251010 3578.0 ... 3620.00 3614.0 RR
206 rr2609 20251010 3592.0 ... 3626.00 3630.0 RR
207 v2510 20251010 4660.0 ... 4625.00 4634.0 V
208 v2511 20251010 4675.0 ... 4665.00 4667.0 V
209 v2512 20251010 4714.0 ... 4706.00 4704.0 V
210 v2601 20251010 4770.0 ... 4754.00 4755.0 V
211 v2602 20251010 4808.0 ... 4790.00 4805.0 V
212 v2603 20251010 4844.0 ... 4825.00 4839.0 V
213 v2604 20251010 5074.0 ... 5025.00 5049.0 V
214 v2605 20251010 5102.0 ... 5072.00 5085.0 V
215 v2606 20251010 5152.0 ... 5104.00 5119.0 V
216 v2607 20251010 5161.0 ... 5147.00 5153.0 V
217 v2608 20251010 5216.0 ... 5171.00 5195.0 V
218 v2609 20251010 5240.0 ... 5212.00 5231.0 V
219 y2511 20251010 8316.0 ... 8326.00 8290.0 Y
220 y2512 20251010 8362.0 ... 8370.00 8342.0 Y
221 y2601 20251010 8324.0 ... 8324.00 8294.0 Y
222 y2603 20251010 8270.0 ... 8266.00 8226.0 Y
223 y2605 20251010 8068.0 ... 8068.00 8044.0 Y
224 y2607 20251010 8036.0 ... 8014.00 7978.0 Y
225 y2608 20251010 8042.0 ... 8024.00 7988.0 Y
226 y2609 20251010 8004.0 ... 7988.00 7954.0 Y
[227 rows x 12 columns]
2025-10-10 16:29:05,205 - future_1d - INFO - ak.get_dce_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 PS2510 20251010 49450.0 ... 50770.0 50760.0 PS
1 PS2511 20251010 50750.0 ... 49915.0 50185.0 PS
2 PS2512 20251010 53600.0 ... 52635.0 52860.0 PS
3 PS2601 20251010 53600.0 ... 52560.0 52695.0 PS
4 PS2602 20251010 53460.0 ... 52415.0 52535.0 PS
5 PS2603 20251010 54175.0 ... 52595.0 52620.0 PS
6 PS2604 20251010 53980.0 ... 52535.0 52550.0 PS
7 PS2605 20251010 53005.0 ... 52395.0 52570.0 PS
8 PS2606 20251010 54810.0 ... 54405.0 54535.0 PS
9 PS2607 20251010 54885.0 ... 54390.0 54430.0 PS
10 PS2608 20251010 54265.0 ... 54265.0 54115.0 PS
11 PS2609 20251010 54725.0 ... 54075.0 54065.0 PS
13 SI2510 20251010 8640.0 ... 8655.0 8640.0 SI
14 SI2511 20251010 8680.0 ... 8725.0 8645.0 SI
15 SI2512 20251010 9030.0 ... 9095.0 9035.0 SI
16 SI2601 20251010 9040.0 ... 9055.0 8985.0 SI
17 SI2602 20251010 9030.0 ... 9060.0 8990.0 SI
18 SI2603 20251010 8975.0 ... 9020.0 8975.0 SI
19 SI2604 20251010 9095.0 ... 9085.0 9000.0 SI
20 SI2605 20251010 9050.0 ... 9085.0 9020.0 SI
21 SI2606 20251010 9130.0 ... 9105.0 9020.0 SI
22 SI2607 20251010 9160.0 ... 9150.0 9055.0 SI
23 SI2608 20251010 9175.0 ... 9120.0 9040.0 SI
24 SI2609 20251010 9150.0 ... 9135.0 9060.0 SI
27 LC2510 20251010 73060.0 ... 72980.0 73040.0 LC
28 LC2511 20251010 73200.0 ... 73100.0 73700.0 LC
29 LC2512 20251010 73000.0 ... 73300.0 73780.0 LC
30 LC2601 20251010 73380.0 ... 73280.0 73640.0 LC
31 LC2602 20251010 72900.0 ... 73140.0 73320.0 LC
32 LC2603 20251010 72900.0 ... 73080.0 73400.0 LC
33 LC2604 20251010 73500.0 ... 73600.0 73820.0 LC
34 LC2605 20251010 73480.0 ... 73620.0 73740.0 LC
35 LC2606 20251010 73320.0 ... 73460.0 73720.0 LC
36 LC2607 20251010 73280.0 ... 73480.0 73600.0 LC
37 LC2608 20251010 73480.0 ... 73700.0 73720.0 LC
38 LC2609 20251010 73540.0 ... 73760.0 73720.0 LC
[36 rows x 12 columns]
2025-10-10 16:29:05,430 - future_1d - INFO - ak.get_gfex_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251010 9010.0 9175.0 ... 108.45 9037.0 9056.0 AP
1 AP511 20251010 8714.0 8796.0 ... 14449.55 8747.0 8692.0 AP
2 AP512 20251010 8648.0 8727.0 ... 4961.44 8689.0 8655.0 AP
3 AP601 20251010 8683.0 8788.0 ... 874039.85 8721.0 8691.0 AP
4 AP603 20251010 8521.0 8636.0 ... 2556.79 8580.0 8527.0 AP
5 AP604 20251010 8516.0 8633.0 ... 1134.18 8592.0 8517.0 AP
6 AP605 20251010 8563.0 8694.0 ... 44339.02 8640.0 8564.0 AP
7 CF511 20251010 13250.0 13415.0 ... 121951.45 13340.0 13255.0 CF
8 CF601 20251010 13295.0 13420.0 ... 2287632.70 13355.0 13290.0 CF
9 CF603 20251010 13300.0 13430.0 ... 191533.79 13335.0 13295.0 CF
10 CF605 20251010 13340.0 13465.0 ... 418980.92 13405.0 13330.0 CF
11 CF607 20251010 13440.0 13490.0 ... 1491.33 13435.0 13360.0 CF
12 CF609 20251010 13535.0 13645.0 ... 3085.34 13590.0 13515.0 CF
13 CJ512 20251010 10930.0 11135.0 ... 10691.61 11015.0 10805.0 CJ
14 CJ601 20251010 11000.0 11230.0 ... 1590993.41 11110.0 10895.0 CJ
15 CJ603 20251010 10935.0 11175.0 ... 23433.48 11060.0 10845.0 CJ
16 CJ605 20251010 11045.0 11285.0 ... 255976.02 11170.0 10955.0 CJ
17 CJ607 20251010 11140.0 11335.0 ... 3709.49 11225.0 11035.0 CJ
18 CJ609 20251010 11255.0 11440.0 ... 2579.58 11365.0 11165.0 CJ
19 CY510 20251010 0.0 0.0 ... 0.00 19515.0 19480.0 CY
20 CY511 20251010 19520.0 19805.0 ... 48797.19 19725.0 19470.0 CY
21 CY512 20251010 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251010 19350.0 19490.0 ... 113179.57 19415.0 19380.0 CY
23 CY602 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251010 19300.0 19700.0 ... 146.69 19560.0 19450.0 CY
25 CY604 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251010 19675.0 19680.0 ... 137.04 19575.0 19475.0 CY
27 CY606 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251010 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251010 0.0 0.0 ... 0.00 19335.0 19335.0 CY
30 CY609 20251010 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251010 0.0 0.0 ... 0.00 1099.0 1101.0 FG
32 FG511 20251010 1119.0 1130.0 ... 89279.98 1117.0 1107.0 FG
33 FG512 20251010 1232.0 1249.0 ... 89524.47 1230.0 1220.0 FG
34 FG601 20251010 1224.0 1245.0 ... 5224223.26 1224.0 1215.0 FG
35 FG602 20251010 1285.0 1304.0 ... 45666.38 1282.0 1272.0 FG
36 FG603 20251010 1287.0 1306.0 ... 84022.33 1288.0 1276.0 FG
37 FG604 20251010 1354.0 1371.0 ... 1693.14 1355.0 1335.0 FG
38 FG605 20251010 1340.0 1371.0 ... 254349.80 1351.0 1334.0 FG
39 FG606 20251010 1374.0 1400.0 ... 1151.48 1384.0 1369.0 FG
40 FG607 20251010 1365.0 1391.0 ... 2545.67 1372.0 1356.0 FG
41 FG608 20251010 1410.0 1429.0 ... 1116.02 1416.0 1400.0 FG
42 FG609 20251010 1405.0 1431.0 ... 8066.61 1417.0 1403.0 FG
43 JR511 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251010 2205.0 2210.0 ... 641.34 2204.0 2202.0 MA
52 MA511 20251010 2241.0 2255.0 ... 35444.98 2243.0 2245.0 MA
53 MA512 20251010 2265.0 2288.0 ... 85770.82 2270.0 2276.0 MA
54 MA601 20251010 2290.0 2308.0 ... 1307251.87 2295.0 2298.0 MA
55 MA602 20251010 2320.0 2341.0 ... 60599.22 2326.0 2325.0 MA
56 MA603 20251010 2339.0 2363.0 ... 134219.75 2347.0 2350.0 MA
57 MA604 20251010 2362.0 2372.0 ... 94.41 2360.0 2360.0 MA
58 MA605 20251010 2349.0 2362.0 ... 137736.49 2346.0 2355.0 MA
59 MA606 20251010 2371.0 2372.0 ... 77.58 2351.0 2358.0 MA
60 MA607 20251010 2349.0 2354.0 ... 112.39 2341.0 2336.0 MA
61 MA608 20251010 2341.0 2353.0 ... 42.25 2347.0 2345.0 MA
62 MA609 20251010 2323.0 2333.0 ... 1696.86 2321.0 2325.0 MA
63 OI511 20251010 10422.0 10422.0 ... 172389.98 10308.0 10352.0 OI
64 OI601 20251010 10238.0 10247.0 ... 2813643.22 10138.0 10197.0 OI
65 OI603 20251010 10003.0 10017.0 ... 256188.87 9916.0 9966.0 OI
66 OI605 20251010 9720.0 9735.0 ... 171151.48 9652.0 9683.0 OI
67 OI607 20251010 9625.0 9639.0 ... 917.66 9559.0 9613.0 OI
68 OI609 20251010 9566.0 9585.0 ... 1988.10 9512.0 9547.0 OI
69 PF510 20251010 6206.0 6206.0 ... 127.09 6200.0 6250.0 PF
70 PF511 20251010 6292.0 6300.0 ... 508421.02 6228.0 6274.0 PF
71 PF512 20251010 6232.0 6252.0 ... 503489.98 6184.0 6214.0 PF
72 PF601 20251010 6264.0 6292.0 ... 86086.50 6230.0 6258.0 PF
73 PF602 20251010 6254.0 6262.0 ... 305619.36 6188.0 6236.0 PF
74 PF603 20251010 6242.0 6258.0 ... 154434.07 6184.0 6232.0 PF
75 PF604 20251010 6332.0 6344.0 ... 134.30 6246.0 6288.0 PF
76 PF605 20251010 6320.0 6352.0 ... 219.18 6262.0 6304.0 PF
77 PF606 20251010 6334.0 6334.0 ... 50.24 6280.0 6336.0 PF
78 PF607 20251010 6352.0 6352.0 ... 53.57 6302.0 6330.0 PF
79 PF608 20251010 6372.0 6382.0 ... 41.12 6326.0 6376.0 PF
80 PF609 20251010 6368.0 6400.0 ... 82.66 6360.0 6390.0 PF
81 PK510 20251010 7650.0 7704.0 ... 84.46 7678.0 7620.0 PK
82 PK511 20251010 7702.0 7916.0 ... 774780.16 7816.0 7712.0 PK
83 PK512 20251010 7708.0 7876.0 ... 192816.30 7792.0 7704.0 PK
84 PK601 20251010 7750.0 7910.0 ... 387951.26 7838.0 7748.0 PK
85 PK603 20251010 7804.0 7946.0 ... 34929.62 7886.0 7782.0 PK
86 PK604 20251010 7830.0 7962.0 ... 1580.85 7924.0 7832.0 PK
87 PK605 20251010 7846.0 7976.0 ... 25695.93 7928.0 7840.0 PK
88 PL601 20251010 6231.0 6242.0 ... 67065.51 6205.0 6219.0 PL
89 PL602 20251010 6268.0 6276.0 ... 29438.79 6242.0 6253.0 PL
90 PL603 20251010 6259.0 6259.0 ... 26758.92 6240.0 6257.0 PL
91 PL604 20251010 0.0 0.0 ... 0.00 6239.0 6363.0 PL
92 PL605 20251010 6196.0 6202.0 ... 37.20 6200.0 6216.0 PL
93 PL606 20251010 0.0 0.0 ... 0.00 6290.0 6290.0 PL
94 PL607 20251010 6230.0 6279.0 ... 87.41 6244.0 6267.0 PL
95 PL608 20251010 0.0 0.0 ... 0.00 6429.0 6433.0 PL
96 PL609 20251010 0.0 0.0 ... 0.00 6343.0 6346.0 PL
97 PM511 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251010 0.0 0.0 ... 0.00 5738.0 5738.0 PR
104 PR511 20251010 5762.0 5790.0 ... 108337.35 5734.0 5736.0 PR
105 PR512 20251010 5740.0 5762.0 ... 376097.30 5702.0 5726.0 PR
106 PR601 20251010 5714.0 5740.0 ... 248830.00 5686.0 5714.0 PR
107 PR602 20251010 5774.0 5780.0 ... 43879.78 5712.0 5750.0 PR
108 PR603 20251010 5788.0 5788.0 ... 300.70 5728.0 5768.0 PR
109 PR604 20251010 5836.0 5836.0 ... 155.25 5750.0 5804.0 PR
110 PR605 20251010 5818.0 5852.0 ... 78.29 5800.0 5808.0 PR
111 PR606 20251010 5850.0 5850.0 ... 52.32 5814.0 5844.0 PR
112 PR607 20251010 5846.0 5846.0 ... 34.85 5810.0 5840.0 PR
113 PR608 20251010 5832.0 5832.0 ... 60.79 5790.0 5770.0 PR
114 PR609 20251010 5832.0 5832.0 ... 8.75 5832.0 5870.0 PR
115 PX510 20251010 0.0 0.0 ... 0.00 6458.0 6458.0 PX
116 PX511 20251010 6584.0 6618.0 ... 329009.38 6532.0 6528.0 PX
117 PX512 20251010 6570.0 6592.0 ... 117908.60 6516.0 6518.0 PX
118 PX601 20251010 6554.0 6586.0 ... 276904.22 6508.0 6522.0 PX
119 PX602 20251010 6590.0 6600.0 ... 156948.32 6516.0 6524.0 PX
120 PX603 20251010 6568.0 6596.0 ... 118729.48 6518.0 6516.0 PX
121 PX604 20251010 6534.0 6574.0 ... 19.65 6552.0 6528.0 PX
122 PX605 20251010 6586.0 6610.0 ... 1296.28 6530.0 6542.0 PX
123 PX606 20251010 6582.0 6582.0 ... 19.50 6498.0 6600.0 PX
124 PX607 20251010 6596.0 6596.0 ... 6.55 6552.0 6622.0 PX
125 PX608 20251010 6540.0 6540.0 ... 3.27 6540.0 6624.0 PX
126 PX609 20251010 6532.0 6532.0 ... 3.27 6532.0 6574.0 PX
127 RI511 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251010 2499.0 2507.0 ... 48419.03 2455.0 2491.0 RM
134 RM601 20251010 2431.0 2437.0 ... 714082.80 2406.0 2429.0 RM
135 RM603 20251010 2345.0 2349.0 ... 9708.99 2336.0 2339.0 RM
136 RM605 20251010 2333.0 2341.0 ... 130459.77 2330.0 2330.0 RM
137 RM607 20251010 2323.0 2332.0 ... 5720.82 2322.0 2321.0 RM
138 RM608 20251010 2423.0 2433.0 ... 451.21 2426.0 2424.0 RM
139 RM609 20251010 2412.0 2424.0 ... 2960.46 2415.0 2412.0 RM
140 RS511 20251010 5207.0 5268.0 ... 36.64 5235.0 5223.0 RS
141 RS607 20251010 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251010 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251010 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251010 1163.0 1185.0 ... 3029.77 1164.0 1163.0 SA
145 SA511 20251010 1187.0 1201.0 ... 96198.32 1182.0 1181.0 SA
146 SA512 20251010 1244.0 1265.0 ... 218879.11 1241.0 1240.0 SA
147 SA601 20251010 1255.0 1275.0 ... 3037944.93 1253.0 1251.0 SA
148 SA602 20251010 1294.0 1313.0 ... 118002.86 1289.0 1288.0 SA
149 SA603 20251010 1300.0 1319.0 ... 104183.27 1296.0 1293.0 SA
150 SA604 20251010 1343.0 1361.0 ... 2072.84 1339.0 1335.0 SA
151 SA605 20251010 1350.0 1366.0 ... 184788.30 1347.0 1343.0 SA
152 SA606 20251010 1368.0 1385.0 ... 1292.98 1364.0 1361.0 SA
153 SA607 20251010 1370.0 1386.0 ... 2059.17 1369.0 1363.0 SA
154 SA608 20251010 1413.0 1421.0 ... 874.87 1407.0 1402.0 SA
155 SA609 20251010 1409.0 1427.0 ... 5950.98 1414.0 1407.0 SA
156 SF510 20251010 5312.0 5318.0 ... 6699.86 5310.0 5312.0 SF
157 SF511 20251010 5486.0 5498.0 ... 281033.81 5458.0 5472.0 SF
158 SF512 20251010 5464.0 5476.0 ... 77511.44 5420.0 5448.0 SF
159 SF601 20251010 5460.0 5468.0 ... 179341.33 5422.0 5448.0 SF
160 SF602 20251010 5428.0 5430.0 ... 41247.38 5380.0 5404.0 SF
161 SF603 20251010 5600.0 5608.0 ... 46450.93 5550.0 5580.0 SF
162 SF604 20251010 5536.0 5536.0 ... 8.29 5526.0 5588.0 SF
163 SF605 20251010 5580.0 5586.0 ... 4087.45 5528.0 5564.0 SF
164 SF606 20251010 5514.0 5522.0 ... 203.48 5500.0 5534.0 SF
165 SF607 20251010 5678.0 5678.0 ... 93.55 5670.0 5698.0 SF
166 SF608 20251010 5650.0 5650.0 ... 5.65 5650.0 5682.0 SF
167 SF609 20251010 5668.0 5672.0 ... 73.46 5652.0 5674.0 SF
168 SH510 20251010 2435.0 2435.0 ... 7.31 2435.0 2443.0 SH
169 SH511 20251010 2410.0 2434.0 ... 257270.77 2416.0 2433.0 SH
170 SH512 20251010 2460.0 2492.0 ... 186835.23 2477.0 2479.0 SH
171 SH601 20251010 2455.0 2488.0 ... 2084493.21 2469.0 2469.0 SH
172 SH602 20251010 2484.0 2522.0 ... 224253.25 2507.0 2503.0 SH
173 SH603 20251010 2501.0 2532.0 ... 191772.34 2518.0 2513.0 SH
174 SH604 20251010 2550.0 2577.0 ... 122.95 2561.0 2558.0 SH
175 SH605 20251010 2553.0 2584.0 ... 12285.95 2568.0 2564.0 SH
176 SH606 20251010 2586.0 2593.0 ... 62.16 2590.0 2581.0 SH
177 SH607 20251010 2589.0 2589.0 ... 38.78 2586.0 2569.0 SH
178 SH608 20251010 2603.0 2606.0 ... 78.03 2601.0 2591.0 SH
179 SH609 20251010 2608.0 2615.0 ... 109.61 2610.0 2606.0 SH
180 SM510 20251010 5632.0 5632.0 ... 416.70 5632.0 5646.0 SM
181 SM511 20251010 5768.0 5780.0 ... 33587.93 5752.0 5746.0 SM
182 SM512 20251010 5780.0 5780.0 ... 58649.71 5754.0 5748.0 SM
183 SM601 20251010 5776.0 5788.0 ... 362808.98 5760.0 5756.0 SM
184 SM602 20251010 5790.0 5796.0 ... 68372.84 5768.0 5760.0 SM
185 SM603 20251010 5798.0 5808.0 ... 86744.69 5780.0 5774.0 SM
186 SM604 20251010 0.0 0.0 ... 0.00 5794.0 5794.0 SM
187 SM605 20251010 5810.0 5828.0 ... 13341.48 5796.0 5796.0 SM
188 SM606 20251010 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251010 5824.0 5824.0 ... 23.27 5820.0 5810.0 SM
190 SM608 20251010 5836.0 5836.0 ... 2.92 5836.0 5848.0 SM
191 SM609 20251010 5850.0 5850.0 ... 405.82 5840.0 5842.0 SM
192 SR511 20251010 5551.0 5577.0 ... 47970.47 5553.0 5552.0 SR
193 SR601 20251010 5521.0 5537.0 ... 941782.45 5517.0 5517.0 SR
194 SR603 20251010 5506.0 5520.0 ... 151560.30 5502.0 5507.0 SR
195 SR605 20251010 5490.0 5500.0 ... 70819.69 5485.0 5481.0 SR
196 SR607 20251010 5487.0 5495.0 ... 2192.54 5481.0 5474.0 SR
197 SR609 20251010 5491.0 5500.0 ... 3364.24 5488.0 5484.0 SR
198 TA510 20251010 4558.0 4562.0 ... 12205.81 4518.0 4514.0 TA
199 TA511 20251010 4564.0 4582.0 ... 167144.16 4534.0 4544.0 TA
200 TA512 20251010 4552.0 4596.0 ... 123747.48 4548.0 4552.0 TA
201 TA601 20251010 4580.0 4604.0 ... 1352282.03 4554.0 4564.0 TA
202 TA602 20251010 4594.0 4616.0 ... 94996.70 4568.0 4572.0 TA
203 TA603 20251010 4606.0 4628.0 ... 52974.17 4574.0 4590.0 TA
204 TA604 20251010 4554.0 4554.0 ... 2.28 4554.0 4590.0 TA
205 TA605 20251010 4634.0 4650.0 ... 75641.43 4598.0 4612.0 TA
206 TA606 20251010 4576.0 4576.0 ... 9.15 4576.0 4644.0 TA
207 TA607 20251010 4596.0 4596.0 ... 29.84 4592.0 4652.0 TA
208 TA608 20251010 4610.0 4610.0 ... 25.32 4604.0 4632.0 TA
209 TA609 20251010 4674.0 4682.0 ... 959.99 4626.0 4658.0 TA
210 UR510 20251010 1500.0 1506.0 ... 1204.65 1503.0 1516.0 UR
211 UR511 20251010 1585.0 1591.0 ... 25018.59 1576.0 1593.0 UR
212 UR512 20251010 1594.0 1601.0 ... 16857.60 1587.0 1600.0 UR
213 UR601 20251010 1612.0 1614.0 ... 515667.41 1601.0 1619.0 UR
214 UR602 20251010 1616.0 1622.0 ... 18034.17 1608.0 1620.0 UR
215 UR603 20251010 1670.0 1670.0 ... 259.61 1664.0 1672.0 UR
216 UR604 20251010 1674.0 1674.0 ... 106.61 1666.0 1672.0 UR
217 UR605 20251010 1680.0 1681.0 ... 39844.52 1672.0 1681.0 UR
218 UR606 20251010 1680.0 1683.0 ... 908.13 1676.0 1686.0 UR
219 UR607 20251010 1715.0 1716.0 ... 191.58 1711.0 1722.0 UR
220 UR608 20251010 1709.0 1709.0 ... 37.52 1705.0 1716.0 UR
221 UR609 20251010 1705.0 1707.0 ... 970.99 1703.0 1706.0 UR
222 WH511 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 16:29:05,697 - future_1d - INFO - ak.get_czce_daily('2025-10-10') done
2025-10-10 16:29:07,533 - future_1d - INFO - save future_daily 2025-10-10 add
2025-10-10 16:29:07,539 - future_1d - INFO - 0 1 2 3 4
symbol IC2510 IC2511 IC2512 IC2603 IF2510
date 2025-10-10 2025-10-10 2025-10-10 2025-10-10 2025-10-10
opencol 7491.0 7439.0 7398.8 7230.0 4673.4
high 7502.0 7440.6 7398.8 7237.6 4690.4
low 7367.0 7298.4 7252.2 7090.2 4599.2
close 7382.0 7311.2 7266.0 7100.6 4613.8
volume 39765.0 10064.0 99771.0 20790.0 43832.0
open_interest 50530.0 18841.0 140200.0 50503.0 51030.0
turnover 5907767.496 1481026.36 14591305.912 2973758.252 6115785.732
settle 7389.6 7320.0 7272.6 7109.2 4615.2
pre_settle 7531.4 7471.6 7432.8 7272.2 4712.0
variety IC IC IC IC IF
exchange CFFEX CFFEX CFFEX CFFEX CFFEX
comd IC IC IC IC IF
contract IC2510 IC2511 IC2512 IC2603 IF2510
contract_yymm 2510 2511 2512 2603 2510
maturity_month 0 1 2 5 0
maturity_day -9 22 52 142 -9
=========================================================================
2025-10-10 18:25:28 Fri START TASK.01 future_1d future_daily
=========================================================================
2025-10-10 18:25:30,906 - future_1d - INFO - future_daily check=True check_last=7 start...
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]
2025-10-10 18:25:31,282 - future_1d - INFO - ak.get_czce_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]
2025-10-10 18:25:31,685 - future_1d - INFO - ak.get_cffex_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]
2025-10-10 18:25:31,790 - 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]
2025-10-10 18:25:32,590 - future_1d - INFO - ak.get_dce_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]
2025-10-10 18:25:32,869 - future_1d - INFO - ak.get_gfex_daily('2025-09-24') done
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]
2025-10-10 18:25:33,006 - future_1d - INFO - ak.get_shfe_daily('2025-09-24') done
2025-10-10 18:25:34,789 - future_1d - INFO - save future_daily 2025-09-24 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250925 8538.0 8648.0 ... 23753.52 8585.0 8525.0 AP
1 AP511 20250925 8378.0 8498.0 ... 20087.47 8440.0 8356.0 AP
2 AP512 20250925 8248.0 8414.0 ... 1899.21 8367.0 8296.0 AP
3 AP601 20250925 8331.0 8450.0 ... 501897.78 8385.0 8344.0 AP
4 AP603 20250925 8242.0 8303.0 ... 890.41 8244.0 8223.0 AP
5 AP604 20250925 8236.0 8269.0 ... 148.16 8231.0 8213.0 AP
6 AP605 20250925 8248.0 8312.0 ... 9355.27 8264.0 8248.0 AP
7 CF511 20250925 13710.0 13725.0 ... 312969.82 13560.0 13625.0 CF
8 CF601 20250925 13555.0 13575.0 ... 1664965.42 13515.0 13560.0 CF
9 CF603 20250925 13520.0 13540.0 ... 6561.00 13485.0 13535.0 CF
10 CF605 20250925 13550.0 13555.0 ... 191722.50 13510.0 13560.0 CF
11 CF607 20250925 13575.0 13580.0 ... 2219.85 13535.0 13590.0 CF
12 CF609 20250925 13730.0 13730.0 ... 691.62 13695.0 13735.0 CF
13 CJ512 20250925 10740.0 11070.0 ... 6390.30 10905.0 10760.0 CJ
14 CJ601 20250925 10825.0 11130.0 ... 1254628.63 10960.0 10795.0 CJ
15 CJ603 20250925 10795.0 11095.0 ... 14645.96 10925.0 10785.0 CJ
16 CJ605 20250925 10875.0 11160.0 ... 208459.47 10990.0 10830.0 CJ
17 CJ607 20250925 10935.0 11255.0 ... 2647.11 11075.0 10935.0 CJ
18 CJ609 20250925 11065.0 11370.0 ... 1031.54 11210.0 11025.0 CJ
19 CY510 20250925 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250925 19880.0 19905.0 ... 119620.88 19780.0 19775.0 CY
21 CY512 20250925 19515.0 19515.0 ... 9.76 19515.0 19495.0 CY
22 CY601 20250925 19710.0 19730.0 ... 6459.10 19690.0 19690.0 CY
23 CY602 20250925 0.0 0.0 ... 0.00 19745.0 19745.0 CY
24 CY603 20250925 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250925 0.0 0.0 ... 0.00 19730.0 19730.0 CY
26 CY605 20250925 19705.0 19765.0 ... 19.74 19735.0 19795.0 CY
27 CY606 20250925 0.0 0.0 ... 0.00 19735.0 19735.0 CY
28 CY607 20250925 0.0 0.0 ... 0.00 20005.0 20005.0 CY
29 CY608 20250925 0.0 0.0 ... 0.00 19930.0 19940.0 CY
30 CY609 20250925 0.0 0.0 ... 0.00 20035.0 20035.0 CY
31 FG510 20250925 1130.0 1150.0 ... 9834.72 1135.0 1109.0 FG
32 FG511 20250925 1133.0 1164.0 ... 394480.86 1145.0 1106.0 FG
33 FG512 20250925 1253.0 1282.0 ... 151791.67 1265.0 1228.0 FG
34 FG601 20250925 1252.0 1282.0 ... 9137130.71 1260.0 1232.0 FG
35 FG602 20250925 1298.0 1331.0 ... 113762.92 1308.0 1274.0 FG
36 FG603 20250925 1319.0 1330.0 ... 8819.65 1314.0 1289.0 FG
37 FG604 20250925 1372.0 1391.0 ... 2719.36 1380.0 1354.0 FG
38 FG605 20250925 1365.0 1392.0 ... 335024.93 1373.0 1354.0 FG
39 FG606 20250925 1398.0 1419.0 ... 1893.04 1402.0 1382.0 FG
40 FG607 20250925 1372.0 1412.0 ... 2289.70 1398.0 1375.0 FG
41 FG608 20250925 1434.0 1449.0 ... 1630.58 1435.0 1417.0 FG
42 FG609 20250925 1426.0 1452.0 ... 12590.62 1440.0 1414.0 FG
43 JR511 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250925 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250925 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250925 2262.0 2269.0 ... 2975.32 2263.0 2263.0 MA
52 MA511 20250925 2303.0 2307.0 ... 129297.32 2298.0 2294.0 MA
53 MA512 20250925 2333.0 2340.0 ... 92047.38 2333.0 2332.0 MA
54 MA601 20250925 2356.0 2364.0 ... 822244.57 2357.0 2355.0 MA
55 MA602 20250925 2382.0 2387.0 ... 33142.05 2380.0 2380.0 MA
56 MA603 20250925 2392.0 2400.0 ... 908.62 2397.0 2396.0 MA
57 MA604 20250925 2395.0 2395.0 ... 23.94 2394.0 2396.0 MA
58 MA605 20250925 2382.0 2391.0 ... 59705.76 2383.0 2382.0 MA
59 MA606 20250925 2394.0 2399.0 ... 45.45 2392.0 2389.0 MA
60 MA607 20250925 2366.0 2371.0 ... 28.43 2369.0 2364.0 MA
61 MA608 20250925 2370.0 2370.0 ... 2.37 2370.0 2362.0 MA
62 MA609 20250925 2347.0 2350.0 ... 264.98 2345.0 2341.0 MA
63 OI511 20250925 10136.0 10344.0 ... 679752.78 10195.0 10110.0 OI
64 OI601 20250925 9949.0 10154.0 ... 4025663.97 10033.0 9923.0 OI
65 OI603 20250925 9703.0 9912.0 ... 6903.28 9792.0 9681.0 OI
66 OI605 20250925 9456.0 9668.0 ... 210491.42 9551.0 9437.0 OI
67 OI607 20250925 9406.0 9611.0 ... 2158.04 9549.0 9387.0 OI
68 OI609 20250925 9385.0 9566.0 ... 2685.78 9524.0 9343.0 OI
69 PF510 20250925 6308.0 6382.0 ... 3524.96 6358.0 6274.0 PF
70 PF511 20250925 6310.0 6380.0 ... 613970.31 6328.0 6272.0 PF
71 PF512 20250925 6262.0 6344.0 ... 338379.21 6288.0 6238.0 PF
72 PF601 20250925 6324.0 6386.0 ... 51277.92 6346.0 6284.0 PF
73 PF602 20250925 6316.0 6390.0 ... 136637.20 6334.0 6288.0 PF
74 PF603 20250925 6340.0 6392.0 ... 34.93 6350.0 6304.0 PF
75 PF604 20250925 6386.0 6418.0 ... 25.63 6408.0 6342.0 PF
76 PF605 20250925 6400.0 6454.0 ... 25.73 6434.0 6378.0 PF
77 PF606 20250925 6414.0 6414.0 ... 3.21 6414.0 6380.0 PF
78 PF607 20250925 6484.0 6484.0 ... 3.24 6484.0 6394.0 PF
79 PF608 20250925 0.0 0.0 ... 0.00 6496.0 6402.0 PF
80 PF609 20250925 6508.0 6508.0 ... 3.25 6508.0 6442.0 PF
81 PK510 20250925 7780.0 7790.0 ... 3624.73 7770.0 7796.0 PK
82 PK511 20250925 7762.0 7784.0 ... 221707.73 7766.0 7762.0 PK
83 PK512 20250925 7762.0 7776.0 ... 85187.60 7762.0 7770.0 PK
84 PK601 20250925 7778.0 7788.0 ... 57441.67 7776.0 7790.0 PK
85 PK603 20250925 7816.0 7818.0 ... 70.30 7812.0 7830.0 PK
86 PK604 20250925 7826.0 7838.0 ... 74.44 7836.0 7836.0 PK
87 PK605 20250925 7832.0 7840.0 ... 1946.70 7834.0 7836.0 PK
88 PL601 20250925 6358.0 6384.0 ... 18325.21 6372.0 6344.0 PL
89 PL602 20250925 6399.0 6409.0 ... 563.36 6402.0 6385.0 PL
90 PL603 20250925 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250925 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250925 0.0 0.0 ... 0.00 6350.0 6330.0 PL
93 PL606 20250925 0.0 0.0 ... 0.00 6419.0 6402.0 PL
94 PL607 20250925 0.0 0.0 ... 0.00 6410.0 6410.0 PL
95 PL608 20250925 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250925 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250925 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250925 5832.0 5880.0 ... 2354.18 5856.0 5798.0 PR
104 PR511 20250925 5800.0 5846.0 ... 249600.32 5816.0 5756.0 PR
105 PR512 20250925 5792.0 5850.0 ... 209730.17 5814.0 5764.0 PR
106 PR601 20250925 5794.0 5846.0 ... 127445.00 5812.0 5746.0 PR
107 PR602 20250925 5830.0 5866.0 ... 1534.81 5848.0 5790.0 PR
108 PR603 20250925 5830.0 5866.0 ... 52.56 5840.0 5808.0 PR
109 PR604 20250925 5850.0 5886.0 ... 17.60 5868.0 5826.0 PR
110 PR605 20250925 5852.0 5904.0 ... 61.75 5882.0 5830.0 PR
111 PR606 20250925 0.0 0.0 ... 0.00 5918.0 5860.0 PR
112 PR607 20250925 5902.0 5902.0 ... 8.85 5902.0 5876.0 PR
113 PR608 20250925 0.0 0.0 ... 0.00 5940.0 5892.0 PR
114 PR609 20250925 0.0 0.0 ... 0.00 5924.0 5882.0 PR
115 PX510 20250925 6334.0 6690.0 ... 26287.94 6470.0 6604.0 PX
116 PX511 20250925 6620.0 6686.0 ... 615785.56 6640.0 6568.0 PX
117 PX512 20250925 6614.0 6678.0 ... 210198.60 6638.0 6576.0 PX
118 PX601 20250925 6610.0 6672.0 ... 168342.39 6636.0 6570.0 PX
119 PX602 20250925 6624.0 6688.0 ... 7754.97 6654.0 6582.0 PX
120 PX603 20250925 6628.0 6632.0 ... 9.94 6630.0 6570.0 PX
121 PX604 20250925 6690.0 6690.0 ... 3.35 6690.0 6616.0 PX
122 PX605 20250925 6632.0 6706.0 ... 2464.91 6672.0 6596.0 PX
123 PX606 20250925 0.0 0.0 ... 0.00 6692.0 6622.0 PX
124 PX607 20250925 6700.0 6700.0 ... 3.35 6700.0 6608.0 PX
125 PX608 20250925 0.0 0.0 ... 0.00 6674.0 6620.0 PX
126 PX609 20250925 6658.0 6698.0 ... 6.68 6678.0 6626.0 PX
127 RI511 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250925 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250925 2471.0 2494.0 ... 11208.27 2479.0 2459.0 RM
134 RM601 20250925 2408.0 2450.0 ... 897937.89 2424.0 2406.0 RM
135 RM603 20250925 2334.0 2362.0 ... 9498.76 2343.0 2334.0 RM
136 RM605 20250925 2328.0 2345.0 ... 180100.32 2328.0 2321.0 RM
137 RM607 20250925 2315.0 2335.0 ... 12049.28 2319.0 2311.0 RM
138 RM608 20250925 2411.0 2435.0 ... 1529.32 2420.0 2409.0 RM
139 RM609 20250925 2401.0 2426.0 ... 4909.94 2412.0 2396.0 RM
140 RS511 20250925 5270.0 5331.0 ... 100.91 5311.0 5278.0 RS
141 RS607 20250925 5588.0 5588.0 ... 194.69 5562.0 5552.0 RS
142 RS608 20250925 5551.0 5574.0 ... 161.01 5552.0 5543.0 RS
143 RS609 20250925 5576.0 5579.0 ... 133.34 5556.0 5549.0 RS
144 SA510 20250925 1225.0 1229.0 ... 6547.04 1222.0 1213.0 SA
145 SA511 20250925 1229.0 1241.0 ... 438284.40 1232.0 1218.0 SA
146 SA512 20250925 1298.0 1308.0 ... 342124.54 1298.0 1282.0 SA
147 SA601 20250925 1311.0 1320.0 ... 3084478.49 1311.0 1300.0 SA
148 SA602 20250925 1335.0 1349.0 ... 93123.96 1340.0 1318.0 SA
149 SA603 20250925 1344.0 1356.0 ... 3208.99 1347.0 1340.0 SA
150 SA604 20250925 1388.0 1401.0 ... 735.53 1393.0 1382.0 SA
151 SA605 20250925 1395.0 1408.0 ... 115820.62 1400.0 1389.0 SA
152 SA606 20250925 1411.0 1420.0 ... 924.29 1413.0 1401.0 SA
153 SA607 20250925 1416.0 1423.0 ... 1259.04 1418.0 1407.0 SA
154 SA608 20250925 1452.0 1453.0 ... 2568.25 1449.0 1437.0 SA
155 SA609 20250925 1449.0 1460.0 ... 5968.90 1455.0 1440.0 SA
156 SF510 20250925 5540.0 5584.0 ... 2278.10 5544.0 5536.0 SF
157 SF511 20250925 5722.0 5790.0 ... 575802.32 5724.0 5732.0 SF
158 SF512 20250925 5686.0 5758.0 ... 139267.93 5698.0 5708.0 SF
159 SF601 20250925 5692.0 5746.0 ... 169962.64 5692.0 5700.0 SF
160 SF602 20250925 5658.0 5708.0 ... 27586.73 5648.0 5662.0 SF
161 SF603 20250925 5790.0 5878.0 ... 449.34 5836.0 5858.0 SF
162 SF604 20250925 5814.0 5814.0 ... 2.91 5814.0 5832.0 SF
163 SF605 20250925 5808.0 5846.0 ... 3268.64 5790.0 5810.0 SF
164 SF606 20250925 5730.0 5800.0 ... 54.93 5782.0 5786.0 SF
165 SF607 20250925 5880.0 5940.0 ... 20.68 5910.0 5936.0 SF
166 SF608 20250925 5872.0 5950.0 ... 11.83 5914.0 5896.0 SF
167 SF609 20250925 5864.0 5922.0 ... 35.29 5882.0 5904.0 SF
168 SH510 20250925 2484.0 2485.0 ... 6882.09 2467.0 2471.0 SH
169 SH511 20250925 2502.0 2507.0 ... 542872.48 2488.0 2486.0 SH
170 SH512 20250925 2549.0 2555.0 ... 371357.74 2540.0 2533.0 SH
171 SH601 20250925 2552.0 2555.0 ... 1738819.77 2542.0 2533.0 SH
172 SH602 20250925 2572.0 2575.0 ... 38919.23 2565.0 2558.0 SH
173 SH603 20250925 2589.0 2591.0 ... 1092.08 2582.0 2574.0 SH
174 SH604 20250925 2624.0 2624.0 ... 31.47 2623.0 2620.0 SH
175 SH605 20250925 2640.0 2643.0 ... 8540.13 2633.0 2626.0 SH
176 SH606 20250925 2652.0 2652.0 ... 79.43 2648.0 2637.0 SH
177 SH607 20250925 2636.0 2647.0 ... 55.42 2639.0 2631.0 SH
178 SH608 20250925 2650.0 2650.0 ... 15.89 2648.0 2652.0 SH
179 SH609 20250925 2678.0 2678.0 ... 152.05 2668.0 2665.0 SH
180 SM510 20250925 5818.0 5832.0 ... 37009.46 5732.0 5814.0 SM
181 SM511 20250925 5908.0 5938.0 ... 461939.29 5892.0 5898.0 SM
182 SM512 20250925 5880.0 5942.0 ... 229503.51 5910.0 5898.0 SM
183 SM601 20250925 5916.0 5954.0 ... 648883.48 5904.0 5910.0 SM
184 SM602 20250925 5928.0 5960.0 ... 189915.34 5902.0 5928.0 SM
185 SM603 20250925 5948.0 5956.0 ... 940.16 5932.0 5948.0 SM
186 SM604 20250925 5920.0 5962.0 ... 130.54 5934.0 5954.0 SM
187 SM605 20250925 5946.0 5988.0 ... 12387.44 5944.0 5946.0 SM
188 SM606 20250925 5928.0 5968.0 ... 41.50 5928.0 5966.0 SM
189 SM607 20250925 5932.0 5980.0 ... 38.60 5938.0 5978.0 SM
190 SM608 20250925 0.0 0.0 ... 0.00 5988.0 5960.0 SM
191 SM609 20250925 5952.0 6016.0 ... 394.92 5984.0 5976.0 SM
192 SR511 20250925 5542.0 5556.0 ... 197387.15 5533.0 5538.0 SR
193 SR601 20250925 5492.0 5518.0 ... 1170834.61 5497.0 5483.0 SR
194 SR603 20250925 5472.0 5498.0 ... 2998.31 5481.0 5457.0 SR
195 SR605 20250925 5468.0 5483.0 ... 67385.76 5463.0 5446.0 SR
196 SR607 20250925 5466.0 5483.0 ... 3340.88 5468.0 5452.0 SR
197 SR609 20250925 5477.0 5495.0 ... 2114.39 5478.0 5466.0 SR
198 TA510 20250925 4596.0 4654.0 ... 16455.61 4630.0 4558.0 TA
199 TA511 20250925 4608.0 4668.0 ... 326553.23 4638.0 4576.0 TA
200 TA512 20250925 4626.0 4678.0 ... 129291.73 4652.0 4588.0 TA
201 TA601 20250925 4640.0 4688.0 ... 1632322.69 4658.0 4598.0 TA
202 TA602 20250925 4654.0 4698.0 ... 24535.75 4672.0 4610.0 TA
203 TA603 20250925 4620.0 4706.0 ... 437.42 4630.0 4620.0 TA
204 TA604 20250925 4664.0 4712.0 ... 32.80 4686.0 4660.0 TA
205 TA605 20250925 4668.0 4722.0 ... 57245.87 4696.0 4640.0 TA
206 TA606 20250925 4684.0 4732.0 ... 16.45 4700.0 4626.0 TA
207 TA607 20250925 4716.0 4720.0 ... 7.08 4718.0 4662.0 TA
208 TA608 20250925 0.0 0.0 ... 0.00 4744.0 4690.0 TA
209 TA609 20250925 4700.0 4768.0 ... 170.82 4746.0 4694.0 TA
210 UR510 20250925 1570.0 1571.0 ... 1056.31 1567.0 1563.0 UR
211 UR511 20250925 1657.0 1657.0 ... 71609.71 1651.0 1649.0 UR
212 UR512 20250925 1665.0 1668.0 ... 15708.84 1664.0 1663.0 UR
213 UR601 20250925 1677.0 1679.0 ... 320987.42 1675.0 1672.0 UR
214 UR602 20250925 1684.0 1686.0 ... 390.24 1682.0 1681.0 UR
215 UR603 20250925 1725.0 1728.0 ... 37.97 1726.0 1724.0 UR
216 UR604 20250925 1725.0 1727.0 ... 24.16 1726.0 1726.0 UR
217 UR605 20250925 1730.0 1730.0 ... 13083.72 1727.0 1723.0 UR
218 UR606 20250925 1725.0 1730.0 ... 110.60 1728.0 1725.0 UR
219 UR607 20250925 1753.0 1758.0 ... 21.08 1757.0 1757.0 UR
220 UR608 20250925 1750.0 1750.0 ... 14.00 1750.0 1751.0 UR
221 UR609 20250925 1740.0 1749.0 ... 338.83 1747.0 1741.0 UR
222 WH511 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250925 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250925 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 18:25:38,545 - future_1d - INFO - ak.get_czce_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 IC2510 20250925 7263.000 ... 7311.000 7260.400 IC
1 IC2511 20250925 7209.800 ... 7240.200 7190.400 IC
2 IC2512 20250925 7139.000 ... 7185.400 7135.800 IC
3 IC2603 20250925 6976.000 ... 7007.000 6960.000 IC
4 IF2510 20250925 4548.000 ... 4596.600 4547.200 IF
5 IF2511 20250925 4533.200 ... 4581.600 4528.800 IF
6 IF2512 20250925 4523.400 ... 4572.400 4522.600 IF
7 IF2603 20250925 4493.000 ... 4539.600 4493.600 IF
8 IH2510 20250925 2941.000 ... 2958.000 2939.200 IH
9 IH2511 20250925 2942.000 ... 2956.400 2936.600 IH
10 IH2512 20250925 2941.000 ... 2958.400 2938.200 IH
11 IH2603 20250925 2944.800 ... 2955.800 2939.000 IH
12 IM2510 20250925 7460.600 ... 7456.400 7454.800 IM
13 IM2511 20250925 7383.600 ... 7369.200 7370.800 IM
14 IM2512 20250925 7290.000 ... 7290.800 7288.400 IM
15 IM2603 20250925 7080.000 ... 7076.400 7074.000 IM
16 T2512 20250925 107.600 ... 107.540 107.620 T
17 T2603 20250925 107.235 ... 107.175 107.275 T
18 T2606 20250925 107.205 ... 107.115 107.195 T
19 TF2512 20250925 105.510 ... 105.475 105.540 TF
20 TF2603 20250925 105.380 ... 105.335 105.415 TF
21 TF2606 20250925 105.345 ... 105.335 105.360 TF
22 TL2512 20250925 113.840 ... 113.960 113.990 TL
23 TL2603 20250925 113.490 ... 113.620 113.630 TL
24 TL2606 20250925 113.400 ... 113.540 113.620 TL
25 TS2512 20250925 102.306 ... 102.300 102.324 TS
26 TS2603 20250925 102.226 ... 102.220 102.248 TS
27 TS2606 20250925 102.250 ... 102.226 102.262 TS
[28 rows x 12 columns]
2025-10-10 18:25:38,984 - future_1d - INFO - ak.get_cffex_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 SC2510 20250925 486.8 ... 489.3 479.3 SC
1 SC2511 20250925 486.3 ... 488.9 482.3 SC
2 SC2512 20250925 486.8 ... 489.8 482.8 SC
3 SC2601 20250925 486.5 ... 489.8 482.7 SC
4 SC2602 20250925 487.6 ... 488.9 482.1 SC
5 SC2603 20250925 481.3 ... 488.3 481.8 SC
6 SC2604 20250925 485.8 ... 488 482.5 SC
7 SC2605 20250925 485 ... 486.8 480.8 SC
8 SC2606 20250925 483.7 ... 486.3 480 SC
9 SC2607 20250925 487.4 ... 487.3 480 SC
10 SC2608 20250925 486.1 ... 485.8 478.1 SC
11 SC2609 20250925 482.5 ... 482.7 477.8 SC
12 SC2612 20250925 ... 473.5 472 SC
13 SC2703 20250925 ... 478.3 473.1 SC
14 SC2706 20250925 ... 476 469.2 SC
15 SC2709 20250925 477 ... 477 470 SC
16 SC2712 20250925 477.8 ... 477.8 469.1 SC
17 SC2803 20250925 476 ... 476 468 SC
18 SC2806 20250925 473.5 ... 473.2 465.8 SC
19 SC2809 20250925 472.9 ... 472.1 464.2 SC
21 LU2510 20250925 ... 3366 3366 LU
22 LU2511 20250925 3411 ... 3435 3397 LU
23 LU2512 20250925 3409 ... 3430 3385 LU
24 LU2601 20250925 3393 ... 3418 3377 LU
25 LU2602 20250925 3375 ... 3400 3362 LU
26 LU2603 20250925 3380 ... 3398 3358 LU
27 LU2604 20250925 3394 ... 3395 3356 LU
28 LU2605 20250925 3389 ... 3390 3356 LU
29 LU2606 20250925 3386 ... 3393 3347 LU
30 LU2607 20250925 3376 ... 3377 3344 LU
31 LU2608 20250925 3367 ... 3366 3334 LU
32 LU2609 20250925 3331 ... 3346 3320 LU
34 NR2510 20250925 12425 ... 12440 12415 NR
35 NR2511 20250925 12470 ... 12485 12455 NR
36 NR2512 20250925 12520 ... 12500 12465 NR
37 NR2601 20250925 12490 ... 12525 12490 NR
38 NR2602 20250925 12505 ... 12520 12490 NR
39 NR2603 20250925 12500 ... 12530 12510 NR
40 NR2604 20250925 12560 ... 12565 12530 NR
41 NR2605 20250925 12565 ... 12575 12600 NR
42 NR2606 20250925 12600 ... 12600 12495 NR
43 NR2607 20250925 ... 12650 12650 NR
44 NR2608 20250925 ... 12685 12685 NR
45 NR2609 20250925 ... 12510 12510 NR
47 BC2510 20250925 71790 ... 72920 70910 BC
48 BC2511 20250925 72000 ... 73030 71060 BC
49 BC2512 20250925 72500 ... 73180 71110 BC
50 BC2601 20250925 73350 ... 73160 71300 BC
51 BC2602 20250925 ... 73100 71100 BC
52 BC2603 20250925 ... 73000 71210 BC
53 BC2604 20250925 ... 73000 71300 BC
54 BC2605 20250925 ... 72900 71300 BC
55 BC2606 20250925 ... 72900 71400 BC
56 BC2607 20250925 ... 72800 71400 BC
57 BC2608 20250925 ... 73000 71400 BC
58 BC2609 20250925 ... 73000 71550 BC
60 EC2510 20250925 1161 ... 1160.6 1128 EC
61 EC2512 20250925 1740.1 ... 1746.6 1678.9 EC
62 EC2602 20250925 1620 ... 1647.8 1572.8 EC
63 EC2604 20250925 1282.6 ... 1276.4 1257.3 EC
64 EC2606 20250925 1466 ... 1467.5 1436.5 EC
65 EC2608 20250925 1626 ... 1619.8 1591.5 EC
68 SC_TAS2511 20250925 ... SC_TAS
69 SC_TAS2512 20250925 ... SC_TAS
70 SC_TAS2601 20250925 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 18:25:39,065 - future_1d - INFO - ak.get_ine_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 a2511 20250925 3916.0 ... 3930.00 3890.00 A
1 a2601 20250925 3898.0 ... 3912.00 3879.00 A
2 a2603 20250925 3900.0 ... 3912.00 3886.00 A
3 a2605 20250925 3929.0 ... 3944.00 3929.00 A
4 a2607 20250925 3931.0 ... 3943.00 3931.00 A
5 a2609 20250925 3941.0 ... 3951.00 3942.00 A
6 b2510 20250925 3591.0 ... 3628.00 3575.00 B
7 b2511 20250925 3618.0 ... 3636.00 3582.00 B
8 b2512 20250925 3632.0 ... 3652.00 3611.00 B
9 b2601 20250925 3645.0 ... 3651.00 3605.00 B
10 b2602 20250925 3640.0 ... 3654.00 3608.00 B
11 b2603 20250925 3605.0 ... 3618.00 3580.00 B
12 b2604 20250925 3519.0 ... 3521.00 3495.00 B
13 b2605 20250925 3437.0 ... 3450.00 3425.00 B
14 b2606 20250925 3419.0 ... 3426.00 3405.00 B
15 b2607 20250925 3452.0 ... 3429.00 3413.00 B
16 b2608 20250925 3517.0 ... 3525.00 3508.00 B
17 b2609 20250925 3539.0 ... 3538.00 3516.00 B
18 bb2511 20250925 141.9 ... 142.00 142.00 BB
19 bb2601 20250925 147.0 ... 146.95 146.80 BB
20 bb2603 20250925 0.0 ... 147.00 147.00 BB
21 bb2605 20250925 0.0 ... 141.70 141.60 BB
22 bb2607 20250925 0.0 ... 146.45 146.35 BB
23 bb2609 20250925 0.0 ... 146.45 146.35 BB
24 bz2603 20250925 5916.0 ... 5930.00 5910.00 BZ
25 bz2604 20250925 5908.0 ... 5914.00 5902.00 BZ
26 bz2605 20250925 5929.0 ... 5939.00 5916.00 BZ
27 bz2606 20250925 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250925 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250925 0.0 ... 5884.00 5884.00 BZ
30 c2511 20250925 2167.0 ... 2166.00 2158.00 C
31 c2601 20250925 2137.0 ... 2136.00 2134.00 C
32 c2603 20250925 2147.0 ... 2144.00 2146.00 C
33 c2605 20250925 2204.0 ... 2199.00 2201.00 C
34 c2607 20250925 2216.0 ... 2211.00 2214.00 C
35 c2609 20250925 2231.0 ... 2227.00 2231.00 C
36 cs2511 20250925 2474.0 ... 2476.00 2458.00 CS
37 cs2601 20250925 2469.0 ... 2466.00 2459.00 CS
38 cs2603 20250925 2465.0 ... 2466.00 2461.00 CS
39 cs2605 20250925 2545.0 ... 2546.00 2540.00 CS
40 cs2607 20250925 2558.0 ... 2551.00 2549.00 CS
41 cs2609 20250925 2593.0 ... 2590.00 2588.00 CS
42 eb2509 20250925 0.0 ... 6789.00 6789.00 EB
43 eb2510 20250925 6915.0 ... 6919.00 6884.00 EB
44 eb2511 20250925 6938.0 ... 6958.00 6923.00 EB
45 eb2512 20250925 6970.0 ... 6974.00 6940.00 EB
46 eb2601 20250925 6994.0 ... 7000.00 6978.00 EB
47 eb2602 20250925 7028.0 ... 7030.00 7013.00 EB
48 eb2603 20250925 7064.0 ... 7069.00 7051.00 EB
49 eb2604 20250925 7090.0 ... 7098.00 7085.00 EB
50 eb2605 20250925 7118.0 ... 7111.00 7107.00 EB
51 eb2606 20250925 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250925 7134.0 ... 7134.00 7071.00 EB
53 eb2608 20250925 0.0 ... 7177.00 7178.00 EB
54 eg2509 20250925 0.0 ... 4175.00 4139.00 EG
55 eg2510 20250925 4293.0 ... 4300.00 4259.00 EG
56 eg2511 20250925 4112.0 ... 4230.00 4219.00 EG
57 eg2512 20250925 4231.0 ... 4236.00 4228.00 EG
58 eg2601 20250925 4255.0 ... 4249.00 4227.00 EG
59 eg2602 20250925 4258.0 ... 4260.00 4240.00 EG
60 eg2603 20250925 4269.0 ... 4270.00 4247.00 EG
61 eg2604 20250925 0.0 ... 4285.00 4279.00 EG
62 eg2605 20250925 4315.0 ... 4309.00 4286.00 EG
63 eg2606 20250925 0.0 ... 4300.00 4290.00 EG
64 eg2607 20250925 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250925 0.0 ... 4346.00 4346.00 EG
66 fb2510 20250925 1261.0 ... 1262.50 1259.50 FB
67 fb2511 20250925 1254.0 ... 1254.50 1254.50 FB
68 fb2512 20250925 1253.5 ... 1253.50 1254.00 FB
69 fb2601 20250925 1254.5 ... 1255.00 1254.50 FB
70 fb2602 20250925 1256.0 ... 1255.00 1255.50 FB
71 fb2603 20250925 1245.0 ... 1245.50 1246.00 FB
72 fb2604 20250925 0.0 ... 1252.00 1252.00 FB
73 fb2605 20250925 0.0 ... 1292.50 1292.50 FB
74 fb2606 20250925 0.0 ... 1292.00 1292.00 FB
75 fb2607 20250925 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250925 0.0 ... 1308.00 1308.00 FB
77 fb2609 20250925 0.0 ... 1296.00 1296.00 FB
78 i2510 20250925 822.0 ... 821.00 820.00 I
79 i2511 20250925 816.0 ... 816.00 816.00 I
80 i2512 20250925 811.5 ... 811.00 811.00 I
81 i2601 20250925 805.5 ... 804.00 803.50 I
82 i2602 20250925 799.5 ... 799.50 799.00 I
83 i2603 20250925 795.0 ... 794.50 793.00 I
84 i2604 20250925 789.5 ... 791.00 789.50 I
85 i2605 20250925 784.0 ... 784.50 781.50 I
86 i2606 20250925 777.5 ... 779.50 777.00 I
87 i2607 20250925 772.5 ... 774.50 771.50 I
88 i2608 20250925 768.0 ... 769.50 767.00 I
89 i2609 20250925 762.0 ... 764.00 762.00 I
90 j2510 20250925 1630.0 ... 1645.00 1628.00 J
91 j2511 20250925 1657.5 ... 1667.00 1655.00 J
92 j2512 20250925 1705.0 ... 1715.50 1690.50 J
93 j2601 20250925 1730.0 ... 1741.00 1725.50 J
94 j2602 20250925 0.0 ... 1757.50 1747.50 J
95 j2603 20250925 0.0 ... 1783.00 1783.00 J
96 j2604 20250925 0.0 ... 1841.50 1841.50 J
97 j2605 20250925 1863.0 ... 1885.50 1869.50 J
98 j2606 20250925 1888.5 ... 1901.00 1869.50 J
99 j2607 20250925 1900.0 ... 1910.50 1898.50 J
100 j2608 20250925 0.0 ... 1919.50 1919.50 J
101 j2609 20250925 1938.0 ... 1956.50 1943.00 J
102 jd2509 20250925 0.0 ... 3220.00 3250.00 JD
103 jd2510 20250925 2936.0 ... 2977.00 2958.00 JD
104 jd2511 20250925 3055.0 ... 3073.00 3057.00 JD
105 jd2512 20250925 3182.0 ... 3203.00 3182.00 JD
106 jd2601 20250925 3355.0 ... 3365.00 3354.00 JD
107 jd2602 20250925 3122.0 ... 3117.00 3122.00 JD
108 jd2603 20250925 3150.0 ... 3145.00 3144.00 JD
109 jd2604 20250925 3274.0 ... 3265.00 3268.00 JD
110 jd2605 20250925 3394.0 ... 3392.00 3391.00 JD
111 jd2606 20250925 3234.0 ... 3234.00 3228.00 JD
112 jd2607 20250925 3474.0 ... 3478.00 3472.00 JD
113 jd2608 20250925 3921.0 ... 3920.00 3918.00 JD
114 jm2510 20250925 1032.5 ... 1026.00 1025.50 JM
115 jm2511 20250925 1075.0 ... 1080.50 1078.50 JM
116 jm2512 20250925 1155.0 ... 1152.50 1149.50 JM
117 jm2601 20250925 1229.5 ... 1229.00 1222.50 JM
118 jm2602 20250925 1247.5 ... 1250.50 1247.50 JM
119 jm2603 20250925 1269.0 ... 1272.00 1268.00 JM
120 jm2604 20250925 1287.0 ... 1294.50 1289.00 JM
121 jm2605 20250925 1312.0 ... 1318.00 1316.00 JM
122 jm2606 20250925 1331.0 ... 1334.00 1332.00 JM
123 jm2607 20250925 1344.0 ... 1346.50 1346.00 JM
124 jm2608 20250925 1365.5 ... 1362.00 1364.50 JM
125 jm2609 20250925 1382.0 ... 1389.00 1386.00 JM
126 l2510 20250925 7113.0 ... 7096.00 7075.00 L
127 l2511 20250925 7146.0 ... 7123.00 7109.00 L
128 l2512 20250925 7155.0 ... 7151.00 7131.00 L
129 l2601 20250925 7169.0 ... 7168.00 7138.00 L
130 l2602 20250925 7156.0 ... 7163.00 7144.00 L
131 l2603 20250925 7172.0 ... 7176.00 7146.00 L
132 l2604 20250925 7209.0 ... 7212.00 7193.00 L
133 l2605 20250925 7185.0 ... 7203.00 7179.00 L
134 l2606 20250925 7201.0 ... 7201.00 7187.00 L
135 l2607 20250925 7220.0 ... 7220.00 7208.00 L
136 l2608 20250925 0.0 ... 7230.00 7230.00 L
137 l2609 20250925 7218.0 ... 7230.00 7228.00 L
138 lg2509 20250925 0.0 ... 772.00 766.00 LG
139 lg2511 20250925 804.0 ... 804.50 804.50 LG
140 lg2601 20250925 819.0 ... 819.50 820.00 LG
141 lg2603 20250925 824.5 ... 825.00 826.00 LG
142 lg2605 20250925 825.0 ... 827.50 827.50 LG
143 lg2607 20250925 827.0 ... 827.50 828.00 LG
144 lh2509 20250925 0.0 ... 13065.00 12600.00 LH
145 lh2511 20250925 12730.0 ... 12700.00 12700.00 LH
146 lh2601 20250925 13360.0 ... 13325.00 13295.00 LH
147 lh2603 20250925 12750.0 ... 12745.00 12700.00 LH
148 lh2605 20250925 13160.0 ... 13145.00 13140.00 LH
149 lh2607 20250925 13870.0 ... 13805.00 13810.00 LH
150 m2511 20250925 2929.0 ... 2934.00 2895.00 M
151 m2512 20250925 2970.0 ... 2973.00 2937.00 M
152 m2601 20250925 2958.0 ... 2961.00 2922.00 M
153 m2603 20250925 2923.0 ... 2929.00 2897.00 M
154 m2605 20250925 2760.0 ... 2759.00 2743.00 M
155 m2607 20250925 2757.0 ... 2749.00 2737.00 M
156 m2608 20250925 2853.0 ... 2864.00 2848.00 M
157 m2609 20250925 2858.0 ... 2870.00 2851.00 M
158 p2510 20250925 8994.0 ... 9072.00 8904.00 P
159 p2511 20250925 9134.0 ... 9162.00 9044.00 P
160 p2512 20250925 9108.0 ... 9186.00 9052.00 P
161 p2601 20250925 9188.0 ... 9214.00 9078.00 P
162 p2602 20250925 9154.0 ... 9184.00 9062.00 P
163 p2603 20250925 9104.0 ... 9142.00 9018.00 P
164 p2604 20250925 9118.0 ... 9092.00 8982.00 P
165 p2605 20250925 8994.0 ... 9030.00 8902.00 P
166 p2606 20250925 8944.0 ... 8928.00 8798.00 P
167 p2607 20250925 8850.0 ... 8834.00 8718.00 P
168 p2608 20250925 8754.0 ... 8750.00 8618.00 P
169 p2609 20250925 8622.0 ... 8646.00 8546.00 P
170 pg2509 20250925 0.0 ... 3793.00 3810.00 PG
171 pg2510 20250925 4337.0 ... 4352.00 4332.00 PG
172 pg2511 20250925 4254.0 ... 4258.00 4254.00 PG
173 pg2512 20250925 4194.0 ... 4196.00 4193.00 PG
174 pg2601 20250925 4135.0 ... 4137.00 4132.00 PG
175 pg2602 20250925 4067.0 ... 4072.00 4065.00 PG
176 pg2603 20250925 3986.0 ... 3992.00 3989.00 PG
177 pg2604 20250925 4347.0 ... 4357.00 4363.00 PG
178 pg2605 20250925 4263.0 ... 4270.00 4265.00 PG
179 pg2606 20250925 4220.0 ... 4220.00 4220.00 PG
180 pg2607 20250925 4141.0 ... 4154.00 4153.00 PG
181 pg2608 20250925 4102.0 ... 4116.00 4096.00 PG
182 pp2510 20250925 6776.0 ... 6784.00 6763.00 PP
183 pp2511 20250925 6838.0 ... 6827.00 6806.00 PP
184 pp2512 20250925 6848.0 ... 6861.00 6843.00 PP
185 pp2601 20250925 6890.0 ... 6893.00 6870.00 PP
186 pp2602 20250925 6872.0 ... 6877.00 6858.00 PP
187 pp2603 20250925 6878.0 ... 6880.00 6859.00 PP
188 pp2604 20250925 6914.0 ... 6918.00 6904.00 PP
189 pp2605 20250925 6923.0 ... 6935.00 6916.00 PP
190 pp2606 20250925 6908.0 ... 6908.00 6895.00 PP
191 pp2607 20250925 6885.0 ... 6883.00 6871.00 PP
192 pp2608 20250925 6881.0 ... 6884.00 6881.00 PP
193 pp2609 20250925 6902.0 ... 6911.00 6903.00 PP
194 rr2510 20250925 3617.0 ... 3618.00 3622.00 RR
195 rr2511 20250925 3615.0 ... 3612.00 3614.00 RR
196 rr2512 20250925 3615.0 ... 3614.00 3615.00 RR
197 rr2601 20250925 3622.0 ... 3622.00 3621.00 RR
198 rr2602 20250925 3605.0 ... 3605.00 3602.00 RR
199 rr2603 20250925 0.0 ... 3612.00 3612.00 RR
200 rr2604 20250925 3616.0 ... 3616.00 3616.00 RR
201 rr2605 20250925 0.0 ... 3618.00 3618.00 RR
202 rr2606 20250925 0.0 ... 3600.00 3600.00 RR
203 rr2607 20250925 0.0 ... 3609.00 3609.00 RR
204 rr2608 20250925 0.0 ... 3614.00 3614.00 RR
205 rr2609 20250925 0.0 ... 3614.00 3614.00 RR
206 v2510 20250925 4805.0 ... 4808.00 4787.00 V
207 v2511 20250925 4836.0 ... 4838.00 4823.00 V
208 v2512 20250925 4873.0 ... 4877.00 4871.00 V
209 v2601 20250925 4920.0 ... 4925.00 4906.00 V
210 v2602 20250925 4945.0 ... 4964.00 4960.00 V
211 v2603 20250925 4982.0 ... 4996.00 4994.00 V
212 v2604 20250925 5194.0 ... 5191.00 5162.00 V
213 v2605 20250925 5230.0 ... 5226.00 5208.00 V
214 v2606 20250925 5261.0 ... 5262.00 5232.00 V
215 v2607 20250925 5281.0 ... 5294.00 5262.00 V
216 v2608 20250925 5312.0 ... 5331.00 5293.00 V
217 v2609 20250925 5344.0 ... 5355.00 5328.00 V
218 y2511 20250925 8144.0 ... 8188.00 8100.00 Y
219 y2512 20250925 8200.0 ... 8238.00 8154.00 Y
220 y2601 20250925 8166.0 ... 8180.00 8096.00 Y
221 y2603 20250925 8076.0 ... 8112.00 8050.00 Y
222 y2605 20250925 7894.0 ... 7924.00 7852.00 Y
223 y2607 20250925 7848.0 ... 7878.00 7816.00 Y
224 y2608 20250925 7852.0 ... 7880.00 7816.00 Y
225 y2609 20250925 7804.0 ... 7852.00 7782.00 Y
[226 rows x 12 columns]
2025-10-10 18:25:39,731 - future_1d - INFO - ak.get_dce_daily('2025-09-25') done
symbol date open ... settle pre_settle variety
0 PS2510 20250925 52135.0 ... 51595.0 51390.0 PS
1 PS2511 20250925 51480.0 ... 51360.0 50910.0 PS
2 PS2512 20250925 54010.0 ... 53675.0 53295.0 PS
3 PS2601 20250925 53500.0 ... 53200.0 52905.0 PS
4 PS2602 20250925 53460.0 ... 53205.0 52855.0 PS
5 PS2603 20250925 53235.0 ... 53035.0 52725.0 PS
6 PS2604 20250925 53280.0 ... 53005.0 52925.0 PS
7 PS2605 20250925 53200.0 ... 52930.0 52675.0 PS
8 PS2606 20250925 55500.0 ... 54935.0 54420.0 PS
9 PS2607 20250925 55160.0 ... 54870.0 54480.0 PS
10 PS2608 20250925 55155.0 ... 54605.0 54375.0 PS
11 PS2609 20250925 54815.0 ... 54620.0 54450.0 PS
13 SI2510 20250925 8980.0 ... 9020.0 8925.0 SI
14 SI2511 20250925 9035.0 ... 9030.0 8990.0 SI
15 SI2512 20250925 9405.0 ... 9425.0 9385.0 SI
16 SI2601 20250925 9400.0 ... 9390.0 9355.0 SI
17 SI2602 20250925 9370.0 ... 9390.0 9380.0 SI
18 SI2603 20250925 9395.0 ... 9420.0 9400.0 SI
19 SI2604 20250925 9405.0 ... 9405.0 9410.0 SI
20 SI2605 20250925 9445.0 ... 9420.0 9385.0 SI
21 SI2606 20250925 9435.0 ... 9445.0 9385.0 SI
22 SI2607 20250925 9460.0 ... 9465.0 9415.0 SI
23 SI2608 20250925 9420.0 ... 9425.0 9410.0 SI
24 SI2609 20250925 9405.0 ... 9425.0 9390.0 SI
27 LC2510 20250925 72720.0 ... 73100.0 73280.0 LC
28 LC2511 20250925 72980.0 ... 73580.0 73360.0 LC
29 LC2512 20250925 73060.0 ... 73660.0 73500.0 LC
30 LC2601 20250925 72900.0 ... 73620.0 73360.0 LC
31 LC2602 20250925 72680.0 ... 73360.0 73160.0 LC
32 LC2603 20250925 72800.0 ... 73480.0 73160.0 LC
33 LC2604 20250925 73260.0 ... 73760.0 73580.0 LC
34 LC2605 20250925 73260.0 ... 73740.0 73520.0 LC
35 LC2606 20250925 73040.0 ... 73460.0 73400.0 LC
36 LC2607 20250925 73040.0 ... 73360.0 73200.0 LC
37 LC2608 20250925 73040.0 ... 73480.0 73220.0 LC
38 LC2609 20250925 74000.0 ... 73540.0 73240.0 LC
[36 rows x 12 columns]
2025-10-10 18:25:39,972 - future_1d - INFO - ak.get_gfex_daily('2025-09-25') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250925 ... 82080 79990 CU
1 1 CU2511 20250925 ... 82160 79990 CU
2 2 CU2512 20250925 ... 82110 79980 CU
3 3 CU2601 20250925 ... 82090 79970 CU
4 4 CU2602 20250925 ... 81970 79960 CU
5 5 CU2603 20250925 ... 82050 79950 CU
6 6 CU2604 20250925 ... 81900 79970 CU
7 7 CU2605 20250925 ... 82230 79910 CU
8 8 CU2606 20250925 ... 81760 79860 CU
9 9 CU2607 20250925 ... 81710 79840 CU
10 10 CU2608 20250925 ... 81680 79880 CU
11 11 CU2609 20250925 ... 81920 79890 CU
12 12 BC2510 20250925 ... 72920 70910 BC
13 13 BC2511 20250925 ... 73030 71060 BC
14 14 BC2512 20250925 ... 73180 71110 BC
15 15 BC2601 20250925 ... 73160 71300 BC
16 16 BC2602 20250925 ... 73100 71100 BC
17 17 BC2603 20250925 ... 73000 71210 BC
18 18 BC2604 20250925 ... 73000 71300 BC
19 19 BC2605 20250925 ... 72900 71300 BC
20 20 BC2606 20250925 ... 72900 71400 BC
21 21 BC2607 20250925 ... 72800 71400 BC
22 22 BC2608 20250925 ... 73000 71400 BC
23 23 BC2609 20250925 ... 73000 71550 BC
24 24 AL2510 20250925 ... 20765 20680 AL
25 25 AL2511 20250925 ... 20780 20685 AL
26 26 AL2512 20250925 ... 20780 20690 AL
27 27 AL2601 20250925 ... 20780 20695 AL
28 28 AL2602 20250925 ... 20785 20695 AL
29 29 AL2603 20250925 ... 20815 20725 AL
30 30 AL2604 20250925 ... 20830 20750 AL
31 31 AL2605 20250925 ... 20845 20755 AL
32 32 AL2606 20250925 ... 20850 20785 AL
33 33 AL2607 20250925 ... 20850 20780 AL
34 34 AL2608 20250925 ... 20860 20775 AL
35 35 AL2609 20250925 ... 20860 20775 AL
36 36 ZN2510 20250925 ... 21960 21905 ZN
37 37 ZN2511 20250925 ... 21965 21915 ZN
38 38 ZN2512 20250925 ... 21980 21915 ZN
39 39 ZN2601 20250925 ... 21995 21930 ZN
40 40 ZN2602 20250925 ... 22030 21955 ZN
41 41 ZN2603 20250925 ... 22040 21970 ZN
42 42 ZN2604 20250925 ... 22090 22010 ZN
43 43 ZN2605 20250925 ... 22160 22045 ZN
44 44 ZN2606 20250925 ... 22185 22080 ZN
45 45 ZN2607 20250925 ... 22095 22095 ZN
46 46 ZN2608 20250925 ... 22185 22115 ZN
47 47 ZN2609 20250925 ... 22195 22145 ZN
48 48 PB2510 20250925 ... 17070 17035 PB
49 49 PB2511 20250925 ... 17110 17075 PB
50 50 PB2512 20250925 ... 17125 17090 PB
51 51 PB2601 20250925 ... 17135 17085 PB
52 52 PB2602 20250925 ... 17090 17090 PB
53 53 PB2603 20250925 ... 17175 17125 PB
54 54 PB2604 20250925 ... 17215 17215 PB
55 55 PB2605 20250925 ... 17170 17140 PB
56 56 PB2606 20250925 ... 17190 17160 PB
57 57 PB2607 20250925 ... 17175 17175 PB
58 58 PB2608 20250925 ... 17210 17140 PB
59 59 PB2609 20250925 ... 17230 17185 PB
60 60 NI2510 20250925 ... 122390 121450 NI
61 61 NI2511 20250925 ... 122730 121680 NI
62 62 NI2512 20250925 ... 122960 121810 NI
63 63 NI2601 20250925 ... 123080 122020 NI
64 64 NI2602 20250925 ... 123580 122250 NI
65 65 NI2603 20250925 ... 123430 122510 NI
66 66 NI2604 20250925 ... 123660 122640 NI
67 67 NI2605 20250925 ... 123980 122920 NI
68 68 NI2606 20250925 ... 123830 123050 NI
69 69 NI2607 20250925 ... 124190 123340 NI
70 70 NI2608 20250925 ... 125100 123750 NI
71 71 NI2609 20250925 ... 125630 124090 NI
72 72 SN2510 20250925 ... 273150 271570 SN
73 73 SN2511 20250925 ... 273490 271840 SN
74 74 SN2512 20250925 ... 273700 272030 SN
75 75 SN2601 20250925 ... 273840 272140 SN
76 76 SN2602 20250925 ... 273860 272100 SN
77 77 SN2603 20250925 ... 274180 272640 SN
78 78 SN2604 20250925 ... 274410 272870 SN
79 79 SN2605 20250925 ... 274840 273140 SN
80 80 SN2606 20250925 ... 274920 273310 SN
81 81 SN2607 20250925 ... 274910 273200 SN
82 82 SN2608 20250925 ... 275220 273380 SN
83 83 SN2609 20250925 ... 276240 273670 SN
84 84 AO2510 20250925 ... 2875 2858 AO
85 85 AO2511 20250925 ... 2897 2871 AO
86 86 AO2512 20250925 ... 2912 2882 AO
87 87 AO2601 20250925 ... 2927 2894 AO
88 88 AO2602 20250925 ... 2936 2906 AO
89 89 AO2603 20250925 ... 3003 2975 AO
90 90 AO2604 20250925 ... 3007 2980 AO
91 91 AO2605 20250925 ... 3016 2986 AO
92 92 AO2606 20250925 ... 3023 2993 AO
93 93 AO2607 20250925 ... 3032 2996 AO
94 94 AO2608 20250925 ... 3036 3007 AO
95 95 AO2609 20250925 ... 3045 3020 AO
96 96 AD2511 20250925 ... 20360 20320 AD
97 97 AD2512 20250925 ... 20405 20315 AD
98 98 AD2601 20250925 ... 20410 20320 AD
99 99 AD2602 20250925 ... 20440 20320 AD
100 100 AD2603 20250925 ... 20300 20300 AD
101 101 AD2604 20250925 ... 20320 20320 AD
102 102 AD2605 20250925 ... 20320 20320 AD
103 103 AD2606 20250925 ... 20385 20305 AD
104 104 AD2607 20250925 ... 20510 20510 AD
105 105 AD2608 20250925 ... 20515 20515 AD
106 106 AD2609 20250925 ... 20335 20335 AD
107 107 AU2510 20250925 ... 853.14 854.98 AU
108 108 AU2511 20250925 ... 854.06 856.34 AU
109 109 AU2512 20250925 ... 855.96 858.6 AU
110 110 AU2602 20250925 ... 858.8 860.92 AU
111 111 AU2604 20250925 ... 860.04 863.22 AU
112 112 AU2606 20250925 ... 863.34 865.94 AU
113 113 AU2608 20250925 ... 865.28 869.22 AU
114 114 AU2610 20250925 ... 869.38 872.52 AU
115 115 AG2510 20250925 ... 10358 10356 AG
116 116 AG2511 20250925 ... 10374 10388 AG
117 117 AG2512 20250925 ... 10396 10403 AG
118 118 AG2601 20250925 ... 10407 10415 AG
119 119 AG2602 20250925 ... 10420 10423 AG
120 120 AG2603 20250925 ... 10441 10438 AG
121 121 AG2604 20250925 ... 10454 10454 AG
122 122 AG2605 20250925 ... 10463 10468 AG
123 123 AG2606 20250925 ... 10478 10479 AG
124 124 AG2607 20250925 ... 10491 10496 AG
125 125 AG2608 20250925 ... 10504 10509 AG
126 126 AG2609 20250925 ... 10512 10514 AG
127 127 RB2510 20250925 ... 3072 3066 RB
128 128 RB2511 20250925 ... 3087 3082 RB
129 129 RB2512 20250925 ... 3144 3136 RB
130 130 RB2601 20250925 ... 3164 3157 RB
131 131 RB2602 20250925 ... 3165 3159 RB
132 132 RB2603 20250925 ... 3183 3175 RB
133 133 RB2604 20250925 ... 3204 3193 RB
134 134 RB2605 20250925 ... 3223 3217 RB
135 135 RB2606 20250925 ... 3238 3235 RB
136 136 RB2607 20250925 ... 3247 3246 RB
137 137 RB2608 20250925 ... 3248 3241 RB
138 138 RB2609 20250925 ... 3255 3244 RB
139 139 WR2510 20250925 ... 3233 3233 WR
140 140 WR2511 20250925 ... 3330 3343 WR
141 141 WR2512 20250925 ... 3324 3324 WR
142 142 WR2601 20250925 ... 3339 3349 WR
143 143 WR2602 20250925 ... 3353 3339 WR
144 144 WR2603 20250925 ... 3399 3399 WR
145 145 WR2604 20250925 ... 3389 3389 WR
146 146 WR2605 20250925 ... 3413 3414 WR
147 147 WR2606 20250925 ... 3372 3372 WR
148 148 WR2607 20250925 ... 3390 3390 WR
149 149 WR2608 20250925 ... 3371 3371 WR
150 150 WR2609 20250925 ... 3418 3418 WR
151 151 HC2510 20250925 ... 3415 3401 HC
152 152 HC2511 20250925 ... 3391 3380 HC
153 153 HC2512 20250925 ... 3378 3368 HC
154 154 HC2601 20250925 ... 3354 3350 HC
155 155 HC2602 20250925 ... 3353 3346 HC
156 156 HC2603 20250925 ... 3357 3351 HC
157 157 HC2604 20250925 ... 3358 3349 HC
158 158 HC2605 20250925 ... 3364 3358 HC
159 159 HC2606 20250925 ... 3360 3362 HC
160 160 HC2607 20250925 ... 3376 3369 HC
161 161 HC2608 20250925 ... 3371 3371 HC
162 162 HC2609 20250925 ... 3383 3383 HC
163 163 SS2510 20250925 ... 12800 12790 SS
164 164 SS2511 20250925 ... 12915 12905 SS
165 165 SS2512 20250925 ... 12960 12945 SS
166 166 SS2601 20250925 ... 13020 13005 SS
167 167 SS2602 20250925 ... 13070 13040 SS
168 168 SS2603 20250925 ... 13175 13125 SS
169 169 SS2604 20250925 ... 13215 13180 SS
170 170 SS2605 20250925 ... 13295 13260 SS
171 171 SS2606 20250925 ... 13340 13305 SS
172 172 SS2607 20250925 ... 13410 13395 SS
173 173 SS2608 20250925 ... 13465 13420 SS
174 174 SS2609 20250925 ... 13535 13485 SS
175 175 SC2510 20250925 ... 489.3 479.3 SC
176 176 SC2511 20250925 ... 488.9 482.3 SC
177 177 SC2512 20250925 ... 489.8 482.8 SC
178 178 SC2601 20250925 ... 489.8 482.7 SC
179 179 SC2602 20250925 ... 488.9 482.1 SC
180 180 SC2603 20250925 ... 488.3 481.8 SC
181 181 SC2604 20250925 ... 488 482.5 SC
182 182 SC2605 20250925 ... 486.8 480.8 SC
183 183 SC2606 20250925 ... 486.3 480 SC
184 184 SC2607 20250925 ... 487.3 480 SC
185 185 SC2608 20250925 ... 485.8 478.1 SC
186 186 SC2609 20250925 ... 482.7 477.8 SC
187 187 SC2612 20250925 ... 473.5 472 SC
188 188 SC2703 20250925 ... 478.3 473.1 SC
189 189 SC2706 20250925 ... 476 469.2 SC
190 190 SC2709 20250925 ... 477 470 SC
191 191 SC2712 20250925 ... 477.8 469.1 SC
192 192 SC2803 20250925 ... 476 468 SC
193 193 SC2806 20250925 ... 473.2 465.8 SC
194 194 SC2809 20250925 ... 472.1 464.2 SC
195 195 LU2510 20250925 ... 3366 3366 LU
196 196 LU2511 20250925 ... 3435 3397 LU
197 197 LU2512 20250925 ... 3430 3385 LU
198 198 LU2601 20250925 ... 3418 3377 LU
199 199 LU2602 20250925 ... 3400 3362 LU
200 200 LU2603 20250925 ... 3398 3358 LU
201 201 LU2604 20250925 ... 3395 3356 LU
202 202 LU2605 20250925 ... 3390 3356 LU
203 203 LU2606 20250925 ... 3393 3347 LU
204 204 LU2607 20250925 ... 3377 3344 LU
205 205 LU2608 20250925 ... 3366 3334 LU
206 206 LU2609 20250925 ... 3346 3320 LU
207 207 FU2510 20250925 ... 2933 2879 FU
208 208 FU2511 20250925 ... 2948 2888 FU
209 209 FU2512 20250925 ... 2905 2867 FU
210 210 FU2601 20250925 ... 2883 2850 FU
211 211 FU2602 20250925 ... 2865 2837 FU
212 212 FU2603 20250925 ... 2853 2822 FU
213 213 FU2604 20250925 ... 2840 2808 FU
214 214 FU2605 20250925 ... 2827 2800 FU
215 215 FU2606 20250925 ... 2811 2782 FU
216 216 FU2607 20250925 ... 2784 2753 FU
217 217 FU2608 20250925 ... 2758 2728 FU
218 218 FU2609 20250925 ... 2737 2719 FU
219 219 BU2510 20250925 ... 3444 3413 BU
220 220 BU2511 20250925 ... 3426 3396 BU
221 221 BU2512 20250925 ... 3373 3346 BU
222 222 BU2601 20250925 ... 3341 3314 BU
223 223 BU2602 20250925 ... 3348 3318 BU
224 224 BU2603 20250925 ... 3361 3335 BU
225 225 BU2604 20250925 ... 3337 3312 BU
226 226 BU2605 20250925 ... 3365 3332 BU
227 227 BU2606 20250925 ... 3362 3333 BU
228 228 BU2607 20250925 ... 3365 3327 BU
229 229 BU2608 20250925 ... 3344 3323 BU
230 230 BU2609 20250925 ... 3352 3333 BU
231 231 BU2612 20250925 ... 3319 3300 BU
232 232 BU2703 20250925 ... 3329 3281 BU
233 233 BU2706 20250925 ... 3327 3312 BU
234 234 BU2709 20250925 ... 3333 3320 BU
235 235 BR2510 20250925 ... 11560 11595 BR
236 236 BR2511 20250925 ... 11555 11545 BR
237 237 BR2512 20250925 ... 11555 11535 BR
238 238 BR2601 20250925 ... 11545 11525 BR
239 239 BR2602 20250925 ... 11555 11545 BR
240 240 BR2603 20250925 ... 11595 11605 BR
241 241 BR2604 20250925 ... 11640 11640 BR
242 242 BR2605 20250925 ... 11615 11580 BR
243 243 BR2606 20250925 ... 11620 11620 BR
244 244 BR2607 20250925 ... 11745 11680 BR
245 245 BR2608 20250925 ... 11745 11745 BR
246 246 BR2609 20250925 ... 11750 11750 BR
247 247 RU2510 20250925 ... 14680 14740 RU
248 248 RU2511 20250925 ... 14705 14715 RU
249 249 RU2601 20250925 ... 15630 15605 RU
250 250 RU2603 20250925 ... 15625 15590 RU
251 251 RU2604 20250925 ... 15625 15570 RU
252 252 RU2605 20250925 ... 15575 15545 RU
253 253 RU2606 20250925 ... 15635 15585 RU
254 254 RU2607 20250925 ... 15580 15600 RU
255 255 RU2608 20250925 ... 15625 15685 RU
256 256 RU2609 20250925 ... 15550 15600 RU
257 257 NR2510 20250925 ... 12440 12415 NR
258 258 NR2511 20250925 ... 12485 12455 NR
259 259 NR2512 20250925 ... 12500 12465 NR
260 260 NR2601 20250925 ... 12525 12490 NR
261 261 NR2602 20250925 ... 12520 12490 NR
262 262 NR2603 20250925 ... 12530 12510 NR
263 263 NR2604 20250925 ... 12565 12530 NR
264 264 NR2605 20250925 ... 12575 12600 NR
265 265 NR2606 20250925 ... 12600 12495 NR
266 266 NR2607 20250925 ... 12650 12650 NR
267 267 NR2608 20250925 ... 12685 12685 NR
268 268 NR2609 20250925 ... 12510 12510 NR
269 269 SP2510 20250925 ... 5018 4984 SP
270 270 SP2511 20250925 ... 5050 5010 SP
271 271 SP2512 20250925 ... 5068 5026 SP
272 272 SP2601 20250925 ... 5304 5268 SP
273 273 SP2602 20250925 ... 5292 5258 SP
274 274 SP2603 20250925 ... 5310 5272 SP
275 275 SP2604 20250925 ... 5318 5282 SP
276 276 SP2605 20250925 ... 5318 5286 SP
277 277 SP2606 20250925 ... 5324 5282 SP
278 278 SP2607 20250925 ... 5320 5268 SP
279 279 SP2608 20250925 ... 5326 5292 SP
280 280 SP2609 20250925 ... 5328 5280 SP
281 281 OP2601 20250925 ... 4238 4230 OP
282 282 OP2602 20250925 ... 4228 4228 OP
283 283 OP2603 20250925 ... 4266 4246 OP
284 284 OP2604 20250925 ... 4262 4262 OP
285 285 OP2605 20250925 ... 4266 4266 OP
286 286 OP2606 20250925 ... 4236 4242 OP
287 287 OP2607 20250925 ... 4238 4238 OP
288 288 OP2608 20250925 ... 4240 4238 OP
289 289 OP2609 20250925 ... 4336 4338 OP
290 290 EC2510 20250925 ... 1160.6 1128 EC
291 291 EC2512 20250925 ... 1746.6 1678.9 EC
292 292 EC2602 20250925 ... 1647.8 1572.8 EC
293 293 EC2604 20250925 ... 1276.4 1257.3 EC
294 294 EC2606 20250925 ... 1467.5 1436.5 EC
295 295 EC2608 20250925 ... 1619.8 1591.5 EC
296 298 SC_TAS2511 20250925 ... SC_TAS
297 299 SC_TAS2512 20250925 ... SC_TAS
298 300 SC_TAS2601 20250925 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 18:25:40,083 - future_1d - INFO - ak.get_shfe_daily('2025-09-25') done
2025-10-10 18:25:41,877 - future_1d - INFO - save future_daily 2025-09-25 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250926 8650.0 8705.0 ... 32830.24 8628.0 8585.0 AP
1 AP511 20250926 8482.0 8551.0 ... 64283.35 8440.0 8440.0 AP
2 AP512 20250926 8408.0 8453.0 ... 4236.59 8373.0 8367.0 AP
3 AP601 20250926 8445.0 8486.0 ... 920217.60 8384.0 8385.0 AP
4 AP603 20250926 8284.0 8335.0 ... 1245.90 8251.0 8244.0 AP
5 AP604 20250926 8293.0 8304.0 ... 322.09 8259.0 8231.0 AP
6 AP605 20250926 8322.0 8342.0 ... 10576.05 8269.0 8264.0 AP
7 CF511 20250926 13550.0 13560.0 ... 244914.87 13500.0 13560.0 CF
8 CF601 20250926 13520.0 13530.0 ... 1320704.33 13460.0 13515.0 CF
9 CF603 20250926 13495.0 13500.0 ... 2295.40 13425.0 13485.0 CF
10 CF605 20250926 13520.0 13530.0 ... 136252.22 13460.0 13510.0 CF
11 CF607 20250926 13530.0 13530.0 ... 1684.50 13475.0 13535.0 CF
12 CF609 20250926 13660.0 13675.0 ... 886.12 13635.0 13695.0 CF
13 CJ512 20250926 10950.0 11240.0 ... 6835.98 11115.0 10905.0 CJ
14 CJ601 20250926 10965.0 11295.0 ... 1387747.55 11175.0 10960.0 CJ
15 CJ603 20250926 10940.0 11265.0 ... 13373.90 11155.0 10925.0 CJ
16 CJ605 20250926 10980.0 11345.0 ... 209953.85 11205.0 10990.0 CJ
17 CJ607 20250926 11085.0 11430.0 ... 3567.35 11325.0 11075.0 CJ
18 CJ609 20250926 11205.0 11500.0 ... 1895.03 11415.0 11210.0 CJ
19 CY510 20250926 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250926 19800.0 19800.0 ... 117911.29 19745.0 19780.0 CY
21 CY512 20250926 0.0 0.0 ... 0.00 19515.0 19515.0 CY
22 CY601 20250926 19710.0 19710.0 ... 4813.33 19645.0 19690.0 CY
23 CY602 20250926 0.0 0.0 ... 0.00 19600.0 19745.0 CY
24 CY603 20250926 0.0 0.0 ... 0.00 19830.0 19830.0 CY
25 CY604 20250926 0.0 0.0 ... 0.00 19545.0 19730.0 CY
26 CY605 20250926 0.0 0.0 ... 0.00 19695.0 19735.0 CY
27 CY606 20250926 0.0 0.0 ... 0.00 19555.0 19735.0 CY
28 CY607 20250926 0.0 0.0 ... 0.00 19965.0 20005.0 CY
29 CY608 20250926 19735.0 19735.0 ... 9.87 19735.0 19930.0 CY
30 CY609 20250926 0.0 0.0 ... 0.00 19965.0 20035.0 CY
31 FG510 20250926 1148.0 1149.0 ... 6227.20 1135.0 1135.0 FG
32 FG511 20250926 1152.0 1154.0 ... 248392.91 1140.0 1145.0 FG
33 FG512 20250926 1267.0 1272.0 ... 82814.46 1259.0 1265.0 FG
34 FG601 20250926 1269.0 1269.0 ... 5956727.16 1257.0 1260.0 FG
35 FG602 20250926 1319.0 1320.0 ... 66962.99 1310.0 1308.0 FG
36 FG603 20250926 1318.0 1321.0 ... 4278.31 1314.0 1314.0 FG
37 FG604 20250926 1380.0 1388.0 ... 3062.79 1381.0 1380.0 FG
38 FG605 20250926 1381.0 1386.0 ... 198434.70 1376.0 1373.0 FG
39 FG606 20250926 1410.0 1413.0 ... 2506.00 1403.0 1402.0 FG
40 FG607 20250926 1403.0 1409.0 ... 2477.59 1398.0 1398.0 FG
41 FG608 20250926 1443.0 1445.0 ... 1872.73 1438.0 1435.0 FG
42 FG609 20250926 1450.0 1455.0 ... 7399.11 1440.0 1440.0 FG
43 JR511 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250926 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250926 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250926 2263.0 2272.0 ... 8466.11 2258.0 2263.0 MA
52 MA511 20250926 2303.0 2315.0 ... 170232.83 2297.0 2298.0 MA
53 MA512 20250926 2334.0 2350.0 ... 115920.38 2330.0 2333.0 MA
54 MA601 20250926 2355.0 2372.0 ... 1308287.12 2352.0 2357.0 MA
55 MA602 20250926 2383.0 2399.0 ... 55043.79 2373.0 2380.0 MA
56 MA603 20250926 2395.0 2412.0 ... 6294.81 2394.0 2397.0 MA
57 MA604 20250926 0.0 0.0 ... 0.00 2394.0 2394.0 MA
58 MA605 20250926 2384.0 2403.0 ... 60556.23 2385.0 2383.0 MA
59 MA606 20250926 0.0 0.0 ... 0.00 2392.0 2392.0 MA
60 MA607 20250926 2358.0 2380.0 ... 42.62 2368.0 2369.0 MA
61 MA608 20250926 2364.0 2382.0 ... 4.75 2373.0 2370.0 MA
62 MA609 20250926 2343.0 2363.0 ... 803.91 2344.0 2345.0 MA
63 OI511 20250926 10334.0 10369.0 ... 576141.43 10320.0 10195.0 OI
64 OI601 20250926 10143.0 10196.0 ... 3072674.19 10146.0 10033.0 OI
65 OI603 20250926 9912.0 9952.0 ... 16712.23 9912.0 9792.0 OI
66 OI605 20250926 9654.0 9681.0 ... 194734.19 9632.0 9551.0 OI
67 OI607 20250926 9620.0 9620.0 ... 1005.92 9580.0 9549.0 OI
68 OI609 20250926 9569.0 9569.0 ... 1087.28 9538.0 9524.0 OI
69 PF510 20250926 6374.0 6374.0 ... 2019.09 6350.0 6358.0 PF
70 PF511 20250926 6364.0 6366.0 ... 644390.00 6344.0 6328.0 PF
71 PF512 20250926 6326.0 6328.0 ... 391647.53 6310.0 6288.0 PF
72 PF601 20250926 6374.0 6374.0 ... 27749.27 6356.0 6346.0 PF
73 PF602 20250926 6370.0 6378.0 ... 107234.64 6354.0 6334.0 PF
74 PF603 20250926 6368.0 6382.0 ... 133.77 6370.0 6350.0 PF
75 PF604 20250926 6418.0 6426.0 ... 22.45 6414.0 6408.0 PF
76 PF605 20250926 6440.0 6450.0 ... 22.54 6440.0 6434.0 PF
77 PF606 20250926 6416.0 6448.0 ... 16.09 6436.0 6414.0 PF
78 PF607 20250926 6440.0 6462.0 ... 9.68 6454.0 6484.0 PF
79 PF608 20250926 0.0 0.0 ... 0.00 6472.0 6496.0 PF
80 PF609 20250926 6504.0 6504.0 ... 3.25 6504.0 6508.0 PF
81 PK510 20250926 7788.0 7808.0 ... 9985.63 7784.0 7770.0 PK
82 PK511 20250926 7784.0 7810.0 ... 258564.65 7784.0 7766.0 PK
83 PK512 20250926 7758.0 7788.0 ... 81961.25 7770.0 7762.0 PK
84 PK601 20250926 7776.0 7786.0 ... 51830.08 7768.0 7776.0 PK
85 PK603 20250926 7798.0 7810.0 ... 62.43 7804.0 7812.0 PK
86 PK604 20250926 7816.0 7836.0 ... 66.47 7820.0 7836.0 PK
87 PK605 20250926 7834.0 7836.0 ... 3842.69 7826.0 7834.0 PK
88 PL601 20250926 6366.0 6401.0 ... 32275.72 6376.0 6372.0 PL
89 PL602 20250926 6385.0 6416.0 ... 563.10 6399.0 6402.0 PL
90 PL603 20250926 0.0 0.0 ... 0.00 6402.0 6402.0 PL
91 PL604 20250926 0.0 0.0 ... 0.00 6407.0 6407.0 PL
92 PL605 20250926 0.0 0.0 ... 0.00 6350.0 6350.0 PL
93 PL606 20250926 0.0 0.0 ... 0.00 6428.0 6419.0 PL
94 PL607 20250926 6326.0 6472.0 ... 25.60 6399.0 6410.0 PL
95 PL608 20250926 0.0 0.0 ... 0.00 6499.0 6499.0 PL
96 PL609 20250926 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250926 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250926 5858.0 5858.0 ... 70.17 5848.0 5856.0 PR
104 PR511 20250926 5844.0 5844.0 ... 495894.24 5818.0 5816.0 PR
105 PR512 20250926 5834.0 5844.0 ... 487434.61 5818.0 5814.0 PR
106 PR601 20250926 5828.0 5836.0 ... 163974.75 5808.0 5812.0 PR
107 PR602 20250926 5850.0 5856.0 ... 1612.96 5844.0 5848.0 PR
108 PR603 20250926 5850.0 5850.0 ... 96.21 5832.0 5840.0 PR
109 PR604 20250926 5850.0 5860.0 ... 26.34 5854.0 5868.0 PR
110 PR605 20250926 5858.0 5870.0 ... 17.59 5864.0 5882.0 PR
111 PR606 20250926 0.0 0.0 ... 0.00 5902.0 5918.0 PR
112 PR607 20250926 0.0 0.0 ... 0.00 5902.0 5902.0 PR
113 PR608 20250926 0.0 0.0 ... 0.00 5914.0 5940.0 PR
114 PR609 20250926 0.0 0.0 ... 0.00 5918.0 5924.0 PR
115 PX510 20250926 6672.0 6686.0 ... 2010.23 6668.0 6470.0 PX
116 PX511 20250926 6672.0 6704.0 ... 765735.73 6664.0 6640.0 PX
117 PX512 20250926 6658.0 6684.0 ... 234986.91 6648.0 6638.0 PX
118 PX601 20250926 6662.0 6676.0 ... 146711.28 6646.0 6636.0 PX
119 PX602 20250926 6678.0 6688.0 ... 9167.51 6660.0 6654.0 PX
120 PX603 20250926 6654.0 6654.0 ... 125.97 6630.0 6630.0 PX
121 PX604 20250926 6658.0 6658.0 ... 3.33 6658.0 6690.0 PX
122 PX605 20250926 6680.0 6714.0 ... 1079.85 6686.0 6672.0 PX
123 PX606 20250926 6684.0 6684.0 ... 6.68 6682.0 6692.0 PX
124 PX607 20250926 6670.0 6670.0 ... 6.67 6670.0 6700.0 PX
125 PX608 20250926 6686.0 6686.0 ... 3.34 6686.0 6674.0 PX
126 PX609 20250926 6686.0 6690.0 ... 10.03 6690.0 6678.0 PX
127 RI511 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250926 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250926 2479.0 2490.0 ... 6809.30 2474.0 2479.0 RM
134 RM601 20250926 2440.0 2452.0 ... 735276.09 2429.0 2424.0 RM
135 RM603 20250926 2356.0 2363.0 ... 8334.76 2346.0 2343.0 RM
136 RM605 20250926 2343.0 2345.0 ... 125577.81 2334.0 2328.0 RM
137 RM607 20250926 2331.0 2333.0 ... 4549.33 2322.0 2319.0 RM
138 RM608 20250926 2428.0 2429.0 ... 266.48 2423.0 2420.0 RM
139 RM609 20250926 2422.0 2424.0 ... 1778.82 2414.0 2412.0 RM
140 RS511 20250926 5296.0 5458.0 ... 359.68 5368.0 5311.0 RS
141 RS607 20250926 5579.0 5668.0 ... 150.41 5571.0 5562.0 RS
142 RS608 20250926 5531.0 5584.0 ... 211.20 5558.0 5552.0 RS
143 RS609 20250926 5575.0 5583.0 ... 189.00 5559.0 5556.0 RS
144 SA510 20250926 1228.0 1228.0 ... 4908.89 1212.0 1222.0 SA
145 SA511 20250926 1237.0 1237.0 ... 253828.17 1224.0 1232.0 SA
146 SA512 20250926 1300.0 1303.0 ... 200074.68 1287.0 1298.0 SA
147 SA601 20250926 1313.0 1316.0 ... 2932973.47 1301.0 1311.0 SA
148 SA602 20250926 1340.0 1345.0 ... 45541.78 1331.0 1340.0 SA
149 SA603 20250926 1347.0 1348.0 ... 2667.65 1339.0 1347.0 SA
150 SA604 20250926 1392.0 1392.0 ... 1003.41 1386.0 1393.0 SA
151 SA605 20250926 1403.0 1405.0 ... 117671.80 1392.0 1400.0 SA
152 SA606 20250926 1411.0 1415.0 ... 1107.30 1405.0 1413.0 SA
153 SA607 20250926 1418.0 1418.0 ... 1165.75 1408.0 1418.0 SA
154 SA608 20250926 1450.0 1450.0 ... 789.08 1440.0 1449.0 SA
155 SA609 20250926 1459.0 1459.0 ... 5716.70 1446.0 1455.0 SA
156 SF510 20250926 5566.0 5566.0 ... 1715.21 5480.0 5544.0 SF
157 SF511 20250926 5750.0 5750.0 ... 754550.26 5680.0 5724.0 SF
158 SF512 20250926 5720.0 5720.0 ... 199971.93 5658.0 5698.0 SF
159 SF601 20250926 5702.0 5702.0 ... 260170.71 5644.0 5692.0 SF
160 SF602 20250926 5670.0 5670.0 ... 34637.33 5602.0 5648.0 SF
161 SF603 20250926 5788.0 5804.0 ... 389.24 5768.0 5836.0 SF
162 SF604 20250926 5754.0 5754.0 ... 2.88 5754.0 5814.0 SF
163 SF605 20250926 5784.0 5806.0 ... 3292.91 5768.0 5790.0 SF
164 SF606 20250926 5750.0 5760.0 ... 17.22 5738.0 5782.0 SF
165 SF607 20250926 5880.0 5880.0 ... 23.49 5872.0 5910.0 SF
166 SF608 20250926 5884.0 5884.0 ... 2.94 5884.0 5914.0 SF
167 SF609 20250926 5842.0 5858.0 ... 26.30 5844.0 5882.0 SF
168 SH510 20250926 2459.0 2466.0 ... 6024.55 2455.0 2467.0 SH
169 SH511 20250926 2484.0 2500.0 ... 566706.45 2482.0 2488.0 SH
170 SH512 20250926 2536.0 2544.0 ... 350259.68 2530.0 2540.0 SH
171 SH601 20250926 2537.0 2542.0 ... 2097625.08 2530.0 2542.0 SH
172 SH602 20250926 2563.0 2568.0 ... 38984.50 2559.0 2565.0 SH
173 SH603 20250926 2582.0 2584.0 ... 1096.92 2575.0 2582.0 SH
174 SH604 20250926 2619.0 2625.0 ... 109.91 2617.0 2623.0 SH
175 SH605 20250926 2628.0 2634.0 ... 11880.48 2623.0 2633.0 SH
176 SH606 20250926 2639.0 2642.0 ... 71.22 2638.0 2648.0 SH
177 SH607 20250926 2632.0 2632.0 ... 23.66 2629.0 2639.0 SH
178 SH608 20250926 2647.0 2651.0 ... 158.72 2645.0 2648.0 SH
179 SH609 20250926 2662.0 2668.0 ... 95.74 2659.0 2668.0 SH
180 SM510 20250926 5776.0 5776.0 ... 4774.04 5752.0 5732.0 SM
181 SM511 20250926 5876.0 5896.0 ... 455165.98 5846.0 5892.0 SM
182 SM512 20250926 5888.0 5900.0 ... 95268.14 5852.0 5910.0 SM
183 SM601 20250926 5900.0 5912.0 ... 717236.94 5866.0 5904.0 SM
184 SM602 20250926 5906.0 5918.0 ... 327457.78 5872.0 5902.0 SM
185 SM603 20250926 5932.0 5932.0 ... 1396.06 5904.0 5932.0 SM
186 SM604 20250926 5912.0 5912.0 ... 53.19 5910.0 5934.0 SM
187 SM605 20250926 5946.0 5946.0 ... 19752.29 5900.0 5944.0 SM
188 SM606 20250926 5894.0 5906.0 ... 26.53 5896.0 5928.0 SM
189 SM607 20250926 5920.0 5930.0 ... 38.46 5918.0 5938.0 SM
190 SM608 20250926 5918.0 5936.0 ... 35.61 5936.0 5988.0 SM
191 SM609 20250926 5972.0 5976.0 ... 795.93 5940.0 5984.0 SM
192 SR511 20250926 5519.0 5537.0 ... 144411.22 5520.0 5533.0 SR
193 SR601 20250926 5486.0 5510.0 ... 841801.30 5491.0 5497.0 SR
194 SR603 20250926 5469.0 5487.0 ... 2791.06 5473.0 5481.0 SR
195 SR605 20250926 5458.0 5470.0 ... 76268.52 5452.0 5463.0 SR
196 SR607 20250926 5462.0 5466.0 ... 5816.53 5451.0 5468.0 SR
197 SR609 20250926 5469.0 5470.0 ... 14061.67 5457.0 5478.0 SR
198 TA510 20250926 4644.0 4644.0 ... 25825.57 4626.0 4630.0 TA
199 TA511 20250926 4654.0 4656.0 ... 285773.62 4640.0 4638.0 TA
200 TA512 20250926 4660.0 4670.0 ... 115051.07 4650.0 4652.0 TA
201 TA601 20250926 4676.0 4682.0 ... 1475535.99 4664.0 4658.0 TA
202 TA602 20250926 4684.0 4692.0 ... 22745.35 4674.0 4672.0 TA
203 TA603 20250926 4688.0 4696.0 ... 12860.24 4690.0 4630.0 TA
204 TA604 20250926 4698.0 4712.0 ... 2050.62 4698.0 4686.0 TA
205 TA605 20250926 4710.0 4728.0 ... 79999.52 4706.0 4696.0 TA
206 TA606 20250926 4714.0 4714.0 ... 35.29 4706.0 4700.0 TA
207 TA607 20250926 0.0 0.0 ... 0.00 4718.0 4718.0 TA
208 TA608 20250926 0.0 0.0 ... 0.00 4736.0 4744.0 TA
209 TA609 20250926 4762.0 4764.0 ... 173.07 4742.0 4746.0 TA
210 UR510 20250926 1560.0 1560.0 ... 2791.87 1549.0 1567.0 UR
211 UR511 20250926 1650.0 1659.0 ... 61070.09 1649.0 1651.0 UR
212 UR512 20250926 1658.0 1671.0 ... 17063.25 1661.0 1664.0 UR
213 UR601 20250926 1676.0 1683.0 ... 383259.56 1673.0 1675.0 UR
214 UR602 20250926 1684.0 1689.0 ... 551.16 1680.0 1682.0 UR
215 UR603 20250926 1724.0 1732.0 ... 779.52 1725.0 1726.0 UR
216 UR604 20250926 1725.0 1727.0 ... 58.63 1725.0 1726.0 UR
217 UR605 20250926 1721.0 1733.0 ... 17090.61 1725.0 1727.0 UR
218 UR606 20250926 1726.0 1730.0 ... 96.57 1724.0 1728.0 UR
219 UR607 20250926 1750.0 1760.0 ... 49.21 1758.0 1757.0 UR
220 UR608 20250926 1743.0 1746.0 ... 10.47 1745.0 1750.0 UR
221 UR609 20250926 1742.0 1750.0 ... 324.25 1743.0 1747.0 UR
222 WH511 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250926 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250926 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 18:25:48,864 - future_1d - INFO - ak.get_czce_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 IC2510 20250926 7275.200 ... 7219.600 7311.000 IC
1 IC2511 20250926 7192.000 ... 7151.800 7240.200 IC
2 IC2512 20250926 7147.000 ... 7097.600 7185.400 IC
3 IC2603 20250926 6951.200 ... 6922.000 7007.000 IC
4 IF2510 20250926 4575.800 ... 4555.800 4596.600 IF
5 IF2511 20250926 4558.600 ... 4541.800 4581.600 IF
6 IF2512 20250926 4550.000 ... 4535.200 4572.400 IF
7 IF2603 20250926 4520.200 ... 4509.800 4539.600 IF
8 IH2510 20250926 2943.000 ... 2950.200 2958.000 IH
9 IH2511 20250926 2944.000 ... 2948.000 2956.400 IH
10 IH2512 20250926 2946.000 ... 2949.800 2958.400 IH
11 IH2603 20250926 2942.000 ... 2947.400 2955.800 IH
12 IM2510 20250926 7419.600 ... 7360.800 7456.400 IM
13 IM2511 20250926 7335.400 ... 7272.800 7369.200 IM
14 IM2512 20250926 7260.000 ... 7193.400 7290.800 IM
15 IM2603 20250926 7040.000 ... 6974.400 7076.400 IM
16 T2512 20250926 107.655 ... 107.670 107.540 T
17 T2603 20250926 107.270 ... 107.325 107.175 T
18 T2606 20250926 107.150 ... 107.235 107.115 T
19 TF2512 20250926 105.535 ... 105.530 105.475 TF
20 TF2603 20250926 105.390 ... 105.410 105.335 TF
21 TF2606 20250926 105.390 ... 105.400 105.335 TF
22 TL2512 20250926 114.230 ... 114.260 113.960 TL
23 TL2603 20250926 113.910 ... 113.920 113.620 TL
24 TL2606 20250926 113.960 ... 113.910 113.540 TL
25 TS2512 20250926 102.314 ... 102.344 102.300 TS
26 TS2603 20250926 102.258 ... 102.258 102.220 TS
27 TS2606 20250926 102.258 ... 102.262 102.226 TS
[28 rows x 12 columns]
2025-10-10 18:25:49,255 - future_1d - INFO - ak.get_cffex_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 SC2510 20250926 488 ... 487.5 489.3 SC
1 SC2511 20250926 489.1 ... 489.1 488.9 SC
2 SC2512 20250926 490.8 ... 490.8 489.8 SC
3 SC2601 20250926 491 ... 490.7 489.8 SC
4 SC2602 20250926 489.2 ... 489.9 488.9 SC
5 SC2603 20250926 488.2 ... 490 488.3 SC
6 SC2604 20250926 486.3 ... 490.3 488 SC
7 SC2605 20250926 486.4 ... 491.2 486.8 SC
8 SC2606 20250926 487 ... 488.9 486.3 SC
9 SC2607 20250926 484.9 ... 484.9 487.3 SC
10 SC2608 20250926 484.2 ... 486.6 485.8 SC
11 SC2609 20250926 481.6 ... 483.8 482.7 SC
12 SC2612 20250926 479.7 ... 479.5 473.5 SC
13 SC2703 20250926 473.1 ... 473.1 478.3 SC
14 SC2706 20250926 ... 477 476 SC
15 SC2709 20250926 ... 477 477 SC
16 SC2712 20250926 473.8 ... 475.9 477.8 SC
17 SC2803 20250926 475 ... 475 476 SC
18 SC2806 20250926 472 ... 473.8 473.2 SC
19 SC2809 20250926 472.1 ... 472.1 472.1 SC
21 LU2510 20250926 3450 ... 3450 3366 LU
22 LU2511 20250926 3445 ... 3470 3435 LU
23 LU2512 20250926 3443 ... 3471 3430 LU
24 LU2601 20250926 3430 ... 3459 3418 LU
25 LU2602 20250926 3409 ... 3440 3400 LU
26 LU2603 20250926 3413 ... 3425 3398 LU
27 LU2604 20250926 ... 3407 3395 LU
28 LU2605 20250926 3443 ... 3437 3390 LU
29 LU2606 20250926 3422 ... 3427 3393 LU
30 LU2607 20250926 3383 ... 3418 3377 LU
31 LU2608 20250926 3367 ... 3392 3366 LU
32 LU2609 20250926 3354 ... 3379 3346 LU
34 NR2510 20250926 12415 ... 12320 12440 NR
35 NR2511 20250926 12425 ... 12350 12485 NR
36 NR2512 20250926 12450 ... 12375 12500 NR
37 NR2601 20250926 12480 ... 12395 12525 NR
38 NR2602 20250926 12435 ... 12380 12520 NR
39 NR2603 20250926 12455 ... 12455 12530 NR
40 NR2604 20250926 12435 ... 12390 12565 NR
41 NR2605 20250926 12465 ... 12460 12575 NR
42 NR2606 20250926 12465 ... 12465 12600 NR
43 NR2607 20250926 ... 12650 12650 NR
44 NR2608 20250926 ... 12685 12685 NR
45 NR2609 20250926 ... 12510 12510 NR
47 BC2510 20250926 73050 ... 73250 72920 BC
48 BC2511 20250926 73540 ... 73420 73030 BC
49 BC2512 20250926 73620 ... 73550 73180 BC
50 BC2601 20250926 ... 73160 73160 BC
51 BC2602 20250926 73820 ... 73820 73100 BC
52 BC2603 20250926 ... 73000 73000 BC
53 BC2604 20250926 ... 73000 73000 BC
54 BC2605 20250926 ... 72900 72900 BC
55 BC2606 20250926 ... 72960 72900 BC
56 BC2607 20250926 ... 72840 72800 BC
57 BC2608 20250926 ... 73000 73000 BC
58 BC2609 20250926 ... 73000 73000 BC
60 EC2510 20250926 1176 ... 1150.8 1160.6 EC
61 EC2512 20250926 1790 ... 1780.6 1746.6 EC
62 EC2602 20250926 1692 ... 1691.9 1647.8 EC
63 EC2604 20250926 1281.1 ... 1279.1 1276.4 EC
64 EC2606 20250926 1475.4 ... 1482.6 1467.5 EC
65 EC2608 20250926 1632 ... 1631 1619.8 EC
68 SC_TAS2511 20250926 ... SC_TAS
69 SC_TAS2512 20250926 ... SC_TAS
70 SC_TAS2601 20250926 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 18:25:49,338 - future_1d - INFO - ak.get_ine_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 a2511 20250926 3931.0 ... 3940.00 3930.00 A
1 a2601 20250926 3910.0 ... 3918.00 3912.00 A
2 a2603 20250926 3917.0 ... 3922.00 3912.00 A
3 a2605 20250926 3949.0 ... 3951.00 3944.00 A
4 a2607 20250926 3949.0 ... 3945.00 3943.00 A
5 a2609 20250926 3949.0 ... 3948.00 3951.00 A
6 b2510 20250926 3654.0 ... 3630.00 3628.00 B
7 b2511 20250926 3655.0 ... 3627.00 3636.00 B
8 b2512 20250926 3665.0 ... 3647.00 3652.00 B
9 b2601 20250926 3662.0 ... 3647.00 3651.00 B
10 b2602 20250926 3665.0 ... 3649.00 3654.00 B
11 b2603 20250926 3629.0 ... 3615.00 3618.00 B
12 b2604 20250926 3521.0 ... 3520.00 3521.00 B
13 b2605 20250926 3460.0 ... 3449.00 3450.00 B
14 b2606 20250926 3427.0 ... 3422.00 3426.00 B
15 b2607 20250926 3470.0 ... 3428.00 3429.00 B
16 b2608 20250926 3527.0 ... 3520.00 3525.00 B
17 b2609 20250926 3541.0 ... 3535.00 3538.00 B
18 bb2511 20250926 141.9 ... 141.90 142.00 BB
19 bb2601 20250926 147.0 ... 147.00 146.95 BB
20 bb2603 20250926 0.0 ... 147.00 147.00 BB
21 bb2605 20250926 0.0 ... 141.70 141.70 BB
22 bb2607 20250926 0.0 ... 146.45 146.45 BB
23 bb2609 20250926 0.0 ... 146.45 146.45 BB
24 bz2603 20250926 5922.0 ... 5906.00 5930.00 BZ
25 bz2604 20250926 5892.0 ... 5880.00 5914.00 BZ
26 bz2605 20250926 0.0 ... 5936.00 5939.00 BZ
27 bz2606 20250926 0.0 ... 5936.00 5936.00 BZ
28 bz2607 20250926 0.0 ... 5880.00 5880.00 BZ
29 bz2608 20250926 0.0 ... 5883.00 5884.00 BZ
30 bz2609 20250926 0.0 ... 5884.00 5884.00 BZ
31 c2511 20250926 2159.0 ... 2176.00 2166.00 C
32 c2601 20250926 2134.0 ... 2137.00 2136.00 C
33 c2603 20250926 2143.0 ... 2146.00 2144.00 C
34 c2605 20250926 2197.0 ... 2203.00 2199.00 C
35 c2607 20250926 2208.0 ... 2213.00 2211.00 C
36 c2609 20250926 2224.0 ... 2228.00 2227.00 C
37 cs2511 20250926 2474.0 ... 2485.00 2476.00 CS
38 cs2601 20250926 2461.0 ... 2467.00 2466.00 CS
39 cs2603 20250926 2462.0 ... 2466.00 2466.00 CS
40 cs2605 20250926 2538.0 ... 2547.00 2546.00 CS
41 cs2607 20250926 2550.0 ... 2551.00 2551.00 CS
42 cs2609 20250926 2584.0 ... 2586.00 2590.00 CS
43 eb2510 20250926 6919.0 ... 6899.00 6919.00 EB
44 eb2511 20250926 6945.0 ... 6939.00 6958.00 EB
45 eb2512 20250926 6958.0 ... 6954.00 6974.00 EB
46 eb2601 20250926 7004.0 ... 6980.00 7000.00 EB
47 eb2602 20250926 7010.0 ... 7021.00 7030.00 EB
48 eb2603 20250926 7031.0 ... 7058.00 7069.00 EB
49 eb2604 20250926 7106.0 ... 7103.00 7098.00 EB
50 eb2605 20250926 7095.0 ... 7103.00 7111.00 EB
51 eb2606 20250926 0.0 ... 7117.00 7117.00 EB
52 eb2607 20250926 0.0 ... 7134.00 7134.00 EB
53 eb2608 20250926 0.0 ... 7177.00 7177.00 EB
54 eb2609 20250926 0.0 ... 7177.00 7177.00 EB
55 eg2510 20250926 4278.0 ... 4269.00 4300.00 EG
56 eg2511 20250926 4239.0 ... 4221.00 4230.00 EG
57 eg2512 20250926 4212.0 ... 4218.00 4236.00 EG
58 eg2601 20250926 4254.0 ... 4227.00 4249.00 EG
59 eg2602 20250926 4239.0 ... 4231.00 4260.00 EG
60 eg2603 20250926 4249.0 ... 4252.00 4270.00 EG
61 eg2604 20250926 0.0 ... 4276.00 4285.00 EG
62 eg2605 20250926 4310.0 ... 4285.00 4309.00 EG
63 eg2606 20250926 0.0 ... 4300.00 4300.00 EG
64 eg2607 20250926 0.0 ... 4300.00 4300.00 EG
65 eg2608 20250926 0.0 ... 4346.00 4346.00 EG
66 eg2609 20250926 4450.0 ... 4367.00 4346.00 EG
67 fb2510 20250926 1287.0 ... 1270.00 1262.50 FB
68 fb2511 20250926 1256.0 ... 1254.50 1254.50 FB
69 fb2512 20250926 1255.5 ... 1255.00 1253.50 FB
70 fb2601 20250926 1255.5 ... 1254.50 1255.00 FB
71 fb2602 20250926 1253.5 ... 1253.50 1255.00 FB
72 fb2603 20250926 1245.0 ... 1243.50 1245.50 FB
73 fb2604 20250926 1233.5 ... 1254.50 1252.00 FB
74 fb2605 20250926 1311.0 ... 1300.50 1292.50 FB
75 fb2606 20250926 1288.5 ... 1276.50 1292.00 FB
76 fb2607 20250926 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250926 0.0 ... 1308.00 1308.00 FB
78 fb2609 20250926 0.0 ... 1296.00 1296.00 FB
79 i2510 20250926 818.0 ... 813.50 821.00 I
80 i2511 20250926 816.5 ... 809.50 816.00 I
81 i2512 20250926 811.0 ... 805.00 811.00 I
82 i2601 20250926 804.0 ... 796.50 804.00 I
83 i2602 20250926 801.0 ... 790.50 799.50 I
84 i2603 20250926 796.0 ... 787.50 794.50 I
85 i2604 20250926 791.0 ... 784.50 791.00 I
86 i2605 20250926 784.0 ... 776.50 784.50 I
87 i2606 20250926 779.0 ... 772.00 779.50 I
88 i2607 20250926 774.0 ... 767.00 774.50 I
89 i2608 20250926 770.0 ... 763.50 769.50 I
90 i2609 20250926 764.0 ... 755.50 764.00 I
91 j2510 20250926 1631.0 ... 1619.50 1645.00 J
92 j2511 20250926 1663.5 ... 1643.50 1667.00 J
93 j2512 20250926 1695.0 ... 1684.50 1715.50 J
94 j2601 20250926 1751.0 ... 1718.50 1741.00 J
95 j2602 20250926 1751.0 ... 1747.50 1757.50 J
96 j2603 20250926 1778.0 ... 1778.00 1783.00 J
97 j2604 20250926 0.0 ... 1841.50 1841.50 J
98 j2605 20250926 1892.0 ... 1862.50 1885.50 J
99 j2606 20250926 1901.0 ... 1901.00 1901.00 J
100 j2607 20250926 0.0 ... 1903.50 1910.50 J
101 j2608 20250926 0.0 ... 1919.50 1919.50 J
102 j2609 20250926 1948.5 ... 1933.50 1956.50 J
103 jd2510 20250926 2971.0 ... 2952.00 2977.00 JD
104 jd2511 20250926 3068.0 ... 3051.00 3073.00 JD
105 jd2512 20250926 3195.0 ... 3182.00 3203.00 JD
106 jd2601 20250926 3370.0 ... 3360.00 3365.00 JD
107 jd2602 20250926 3116.0 ... 3106.00 3117.00 JD
108 jd2603 20250926 3142.0 ... 3130.00 3145.00 JD
109 jd2604 20250926 3265.0 ... 3253.00 3265.00 JD
110 jd2605 20250926 3391.0 ... 3385.00 3392.00 JD
111 jd2606 20250926 3231.0 ... 3226.00 3234.00 JD
112 jd2607 20250926 3474.0 ... 3470.00 3478.00 JD
113 jd2608 20250926 3920.0 ... 3918.00 3920.00 JD
114 jd2609 20250926 3769.0 ... 3787.00 3920.00 JD
115 jm2510 20250926 1027.0 ... 1037.00 1026.00 JM
116 jm2511 20250926 1086.0 ... 1071.50 1080.50 JM
117 jm2512 20250926 1156.5 ... 1142.00 1152.50 JM
118 jm2601 20250926 1229.5 ... 1214.50 1229.00 JM
119 jm2602 20250926 1252.0 ... 1237.00 1250.50 JM
120 jm2603 20250926 1274.0 ... 1256.50 1272.00 JM
121 jm2604 20250926 1292.0 ... 1278.50 1294.50 JM
122 jm2605 20250926 1327.0 ... 1304.00 1318.00 JM
123 jm2606 20250926 1337.5 ... 1319.00 1334.00 JM
124 jm2607 20250926 1351.0 ... 1333.50 1346.50 JM
125 jm2608 20250926 1371.5 ... 1350.50 1362.00 JM
126 jm2609 20250926 1394.0 ... 1374.00 1389.00 JM
127 l2510 20250926 7067.0 ... 7072.00 7096.00 L
128 l2511 20250926 7117.0 ... 7103.00 7123.00 L
129 l2512 20250926 7140.0 ... 7138.00 7151.00 L
130 l2601 20250926 7161.0 ... 7163.00 7168.00 L
131 l2602 20250926 7154.0 ... 7161.00 7163.00 L
132 l2603 20250926 7170.0 ... 7186.00 7176.00 L
133 l2604 20250926 7187.0 ... 7210.00 7212.00 L
134 l2605 20250926 7208.0 ... 7200.00 7203.00 L
135 l2606 20250926 7176.0 ... 7208.00 7201.00 L
136 l2607 20250926 7213.0 ... 7227.00 7220.00 L
137 l2608 20250926 7217.0 ... 7245.00 7230.00 L
138 l2609 20250926 7205.0 ... 7228.00 7230.00 L
139 lg2511 20250926 806.0 ... 807.50 804.50 LG
140 lg2601 20250926 822.5 ... 820.50 819.50 LG
141 lg2603 20250926 825.5 ... 825.50 825.00 LG
142 lg2605 20250926 829.0 ... 828.50 827.50 LG
143 lg2607 20250926 829.0 ... 829.50 827.50 LG
144 lg2609 20250926 816.5 ... 816.50 827.50 LG
145 lh2511 20250926 12660.0 ... 12625.00 12700.00 LH
146 lh2601 20250926 13300.0 ... 13180.00 13325.00 LH
147 lh2603 20250926 12750.0 ... 12660.00 12745.00 LH
148 lh2605 20250926 13145.0 ... 13070.00 13145.00 LH
149 lh2607 20250926 13810.0 ... 13655.00 13805.00 LH
150 lh2609 20250926 14200.0 ... 14220.00 13805.00 LH
151 m2511 20250926 2942.0 ... 2916.00 2934.00 M
152 m2512 20250926 2979.0 ... 2960.00 2973.00 M
153 m2601 20250926 2972.0 ... 2949.00 2961.00 M
154 m2603 20250926 2936.0 ... 2921.00 2929.00 M
155 m2605 20250926 2768.0 ... 2755.00 2759.00 M
156 m2607 20250926 2753.0 ... 2744.00 2749.00 M
157 m2608 20250926 2870.0 ... 2860.00 2864.00 M
158 m2609 20250926 2877.0 ... 2863.00 2870.00 M
159 p2510 20250926 9060.0 ... 9126.00 9072.00 P
160 p2511 20250926 9156.0 ... 9208.00 9162.00 P
161 p2512 20250926 9212.0 ... 9232.00 9186.00 P
162 p2601 20250926 9242.0 ... 9266.00 9214.00 P
163 p2602 20250926 9212.0 ... 9218.00 9184.00 P
164 p2603 20250926 9142.0 ... 9160.00 9142.00 P
165 p2604 20250926 9152.0 ... 9154.00 9092.00 P
166 p2605 20250926 9066.0 ... 9076.00 9030.00 P
167 p2606 20250926 8936.0 ... 8978.00 8928.00 P
168 p2607 20250926 8858.0 ... 8876.00 8834.00 P
169 p2608 20250926 8770.0 ... 8776.00 8750.00 P
170 p2609 20250926 8654.0 ... 8686.00 8646.00 P
171 pg2510 20250926 4367.0 ... 4432.00 4352.00 PG
172 pg2511 20250926 4267.0 ... 4285.00 4258.00 PG
173 pg2512 20250926 4191.0 ... 4215.00 4196.00 PG
174 pg2601 20250926 4145.0 ... 4150.00 4137.00 PG
175 pg2602 20250926 4079.0 ... 4085.00 4072.00 PG
176 pg2603 20250926 3991.0 ... 4003.00 3992.00 PG
177 pg2604 20250926 4371.0 ... 4367.00 4357.00 PG
178 pg2605 20250926 4280.0 ... 4285.00 4270.00 PG
179 pg2606 20250926 4223.0 ... 4228.00 4220.00 PG
180 pg2607 20250926 0.0 ... 4154.00 4154.00 PG
181 pg2608 20250926 4102.0 ... 4109.00 4116.00 PG
182 pg2609 20250926 4091.0 ... 4093.00 4116.00 PG
183 pp2510 20250926 6782.0 ... 6795.00 6784.00 PP
184 pp2511 20250926 6838.0 ... 6830.00 6827.00 PP
185 pp2512 20250926 6853.0 ... 6869.00 6861.00 PP
186 pp2601 20250926 6890.0 ... 6900.00 6893.00 PP
187 pp2602 20250926 6866.0 ... 6889.00 6877.00 PP
188 pp2603 20250926 6883.0 ... 6890.00 6880.00 PP
189 pp2604 20250926 6894.0 ... 6917.00 6918.00 PP
190 pp2605 20250926 6941.0 ... 6944.00 6935.00 PP
191 pp2606 20250926 6907.0 ... 6921.00 6908.00 PP
192 pp2607 20250926 6892.0 ... 6893.00 6883.00 PP
193 pp2608 20250926 6882.0 ... 6900.00 6884.00 PP
194 pp2609 20250926 6911.0 ... 6924.00 6911.00 PP
195 rr2510 20250926 3623.0 ... 3623.00 3618.00 RR
196 rr2511 20250926 3616.0 ... 3613.00 3612.00 RR
197 rr2512 20250926 3613.0 ... 3614.00 3614.00 RR
198 rr2601 20250926 3624.0 ... 3620.00 3622.00 RR
199 rr2602 20250926 3605.0 ... 3606.00 3605.00 RR
200 rr2603 20250926 3614.0 ... 3614.00 3612.00 RR
201 rr2604 20250926 0.0 ... 3616.00 3616.00 RR
202 rr2605 20250926 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250926 0.0 ... 3600.00 3600.00 RR
204 rr2607 20250926 0.0 ... 3609.00 3609.00 RR
205 rr2608 20250926 0.0 ... 3614.00 3614.00 RR
206 rr2609 20250926 0.0 ... 3614.00 3614.00 RR
207 v2510 20250926 4808.0 ... 4788.00 4808.00 V
208 v2511 20250926 4841.0 ... 4817.00 4838.00 V
209 v2512 20250926 4884.0 ... 4858.00 4877.00 V
210 v2601 20250926 4930.0 ... 4902.00 4925.00 V
211 v2602 20250926 4957.0 ... 4941.00 4964.00 V
212 v2603 20250926 4980.0 ... 4971.00 4996.00 V
213 v2604 20250926 5192.0 ... 5174.00 5191.00 V
214 v2605 20250926 5237.0 ... 5205.00 5226.00 V
215 v2606 20250926 5236.0 ... 5248.00 5262.00 V
216 v2607 20250926 5268.0 ... 5277.00 5294.00 V
217 v2608 20250926 5305.0 ... 5302.00 5331.00 V
218 v2609 20250926 5350.0 ... 5341.00 5355.00 V
219 y2511 20250926 8200.0 ... 8202.00 8188.00 Y
220 y2512 20250926 8266.0 ... 8248.00 8238.00 Y
221 y2601 20250926 8208.0 ... 8192.00 8180.00 Y
222 y2603 20250926 8148.0 ... 8140.00 8112.00 Y
223 y2605 20250926 7940.0 ... 7946.00 7924.00 Y
224 y2607 20250926 7910.0 ... 7908.00 7878.00 Y
225 y2608 20250926 7888.0 ... 7896.00 7880.00 Y
226 y2609 20250926 7868.0 ... 7876.00 7852.00 Y
[227 rows x 12 columns]
2025-10-10 18:25:49,960 - future_1d - INFO - ak.get_dce_daily('2025-09-26') done
symbol date open ... settle pre_settle variety
0 PS2510 20250926 51070.0 ... 51505.0 51595.0 PS
1 PS2511 20250926 51100.0 ... 51420.0 51360.0 PS
2 PS2512 20250926 53360.0 ... 53780.0 53675.0 PS
3 PS2601 20250926 53010.0 ... 53310.0 53200.0 PS
4 PS2602 20250926 52790.0 ... 53110.0 53205.0 PS
5 PS2603 20250926 52780.0 ... 53220.0 53035.0 PS
6 PS2604 20250926 52690.0 ... 53190.0 53005.0 PS
7 PS2605 20250926 52655.0 ... 53080.0 52930.0 PS
8 PS2606 20250926 54680.0 ... 54975.0 54935.0 PS
9 PS2607 20250926 54820.0 ... 54945.0 54870.0 PS
10 PS2608 20250926 54390.0 ... 54565.0 54605.0 PS
11 PS2609 20250926 54000.0 ... 54550.0 54620.0 PS
13 SI2510 20250926 8965.0 ... 8975.0 9020.0 SI
14 SI2511 20250926 9005.0 ... 9000.0 9030.0 SI
15 SI2512 20250926 9280.0 ... 9395.0 9425.0 SI
16 SI2601 20250926 9365.0 ... 9360.0 9390.0 SI
17 SI2602 20250926 9375.0 ... 9360.0 9390.0 SI
18 SI2603 20250926 9380.0 ... 9395.0 9420.0 SI
19 SI2604 20250926 9355.0 ... 9205.0 9405.0 SI
20 SI2605 20250926 9405.0 ... 9390.0 9420.0 SI
21 SI2606 20250926 9405.0 ... 9400.0 9445.0 SI
22 SI2607 20250926 9340.0 ... 9390.0 9465.0 SI
23 SI2608 20250926 0.0 ... 9415.0 9425.0 SI
24 SI2609 20250926 9335.0 ... 9410.0 9425.0 SI
27 LC2510 20250926 74200.0 ... 72920.0 73100.0 LC
28 LC2511 20250926 73800.0 ... 73240.0 73580.0 LC
29 LC2512 20250926 73840.0 ... 73340.0 73660.0 LC
30 LC2601 20250926 73800.0 ... 73180.0 73620.0 LC
31 LC2602 20250926 73360.0 ... 72840.0 73360.0 LC
32 LC2603 20250926 73340.0 ... 72940.0 73480.0 LC
33 LC2604 20250926 73760.0 ... 73320.0 73760.0 LC
34 LC2605 20250926 73680.0 ... 73340.0 73740.0 LC
35 LC2606 20250926 73740.0 ... 73160.0 73460.0 LC
36 LC2607 20250926 73400.0 ... 73060.0 73360.0 LC
37 LC2608 20250926 73600.0 ... 73020.0 73480.0 LC
38 LC2609 20250926 73780.0 ... 72980.0 73540.0 LC
[36 rows x 12 columns]
2025-10-10 18:25:50,287 - future_1d - INFO - ak.get_gfex_daily('2025-09-26') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250926 ... 82500 82080 CU
1 1 CU2511 20250926 ... 82540 82160 CU
2 2 CU2512 20250926 ... 82540 82110 CU
3 3 CU2601 20250926 ... 82530 82090 CU
4 4 CU2602 20250926 ... 82490 81970 CU
5 5 CU2603 20250926 ... 82420 82050 CU
6 6 CU2604 20250926 ... 82450 81900 CU
7 7 CU2605 20250926 ... 82500 82230 CU
8 8 CU2606 20250926 ... 82380 81760 CU
9 9 CU2607 20250926 ... 82200 81710 CU
10 10 CU2608 20250926 ... 82220 81680 CU
11 11 CU2609 20250926 ... 82110 81920 CU
12 12 BC2510 20250926 ... 73250 72920 BC
13 13 BC2511 20250926 ... 73420 73030 BC
14 14 BC2512 20250926 ... 73550 73180 BC
15 15 BC2601 20250926 ... 73160 73160 BC
16 16 BC2602 20250926 ... 73820 73100 BC
17 17 BC2603 20250926 ... 73000 73000 BC
18 18 BC2604 20250926 ... 73000 73000 BC
19 19 BC2605 20250926 ... 72900 72900 BC
20 20 BC2606 20250926 ... 72960 72900 BC
21 21 BC2607 20250926 ... 72840 72800 BC
22 22 BC2608 20250926 ... 73000 73000 BC
23 23 BC2609 20250926 ... 73000 73000 BC
24 24 AL2510 20250926 ... 20765 20765 AL
25 25 AL2511 20250926 ... 20775 20780 AL
26 26 AL2512 20250926 ... 20780 20780 AL
27 27 AL2601 20250926 ... 20780 20780 AL
28 28 AL2602 20250926 ... 20785 20785 AL
29 29 AL2603 20250926 ... 20810 20815 AL
30 30 AL2604 20250926 ... 20840 20830 AL
31 31 AL2605 20250926 ... 20845 20845 AL
32 32 AL2606 20250926 ... 20840 20850 AL
33 33 AL2607 20250926 ... 20860 20850 AL
34 34 AL2608 20250926 ... 20840 20860 AL
35 35 AL2609 20250926 ... 20860 20860 AL
36 36 ZN2510 20250926 ... 22010 21960 ZN
37 37 ZN2511 20250926 ... 22035 21965 ZN
38 38 ZN2512 20250926 ... 22040 21980 ZN
39 39 ZN2601 20250926 ... 22055 21995 ZN
40 40 ZN2602 20250926 ... 22085 22030 ZN
41 41 ZN2603 20250926 ... 22115 22040 ZN
42 42 ZN2604 20250926 ... 22145 22090 ZN
43 43 ZN2605 20250926 ... 22170 22160 ZN
44 44 ZN2606 20250926 ... 22215 22185 ZN
45 45 ZN2607 20250926 ... 22220 22095 ZN
46 46 ZN2608 20250926 ... 22270 22185 ZN
47 47 ZN2609 20250926 ... 22255 22195 ZN
48 48 PB2510 20250926 ... 17055 17070 PB
49 49 PB2511 20250926 ... 17090 17110 PB
50 50 PB2512 20250926 ... 17110 17125 PB
51 51 PB2601 20250926 ... 17125 17135 PB
52 52 PB2602 20250926 ... 17135 17090 PB
53 53 PB2603 20250926 ... 17145 17175 PB
54 54 PB2604 20250926 ... 17150 17215 PB
55 55 PB2605 20250926 ... 17150 17170 PB
56 56 PB2606 20250926 ... 17220 17190 PB
57 57 PB2607 20250926 ... 17175 17175 PB
58 58 PB2608 20250926 ... 17210 17210 PB
59 59 PB2609 20250926 ... 17230 17230 PB
60 60 NI2510 20250926 ... 121620 122390 NI
61 61 NI2511 20250926 ... 121840 122730 NI
62 62 NI2512 20250926 ... 121970 122960 NI
63 63 NI2601 20250926 ... 122210 123080 NI
64 64 NI2602 20250926 ... 122270 123580 NI
65 65 NI2603 20250926 ... 122550 123430 NI
66 66 NI2604 20250926 ... 122830 123660 NI
67 67 NI2605 20250926 ... 123060 123980 NI
68 68 NI2606 20250926 ... 123250 123830 NI
69 69 NI2607 20250926 ... 123370 124190 NI
70 70 NI2608 20250926 ... 123860 125100 NI
71 71 NI2609 20250926 ... 124150 125630 NI
72 72 SN2510 20250926 ... 273130 273150 SN
73 73 SN2511 20250926 ... 273550 273490 SN
74 74 SN2512 20250926 ... 273960 273700 SN
75 75 SN2601 20250926 ... 273970 273840 SN
76 76 SN2602 20250926 ... 274200 273860 SN
77 77 SN2603 20250926 ... 274160 274180 SN
78 78 SN2604 20250926 ... 274280 274410 SN
79 79 SN2605 20250926 ... 274930 274840 SN
80 80 SN2606 20250926 ... 274760 274920 SN
81 81 SN2607 20250926 ... 274780 274910 SN
82 82 SN2608 20250926 ... 275430 275220 SN
83 83 SN2609 20250926 ... 275640 276240 SN
84 84 AO2510 20250926 ... 2871 2875 AO
85 85 AO2511 20250926 ... 2904 2897 AO
86 86 AO2512 20250926 ... 2902 2912 AO
87 87 AO2601 20250926 ... 2916 2927 AO
88 88 AO2602 20250926 ... 2928 2936 AO
89 89 AO2603 20250926 ... 2991 3003 AO
90 90 AO2604 20250926 ... 3001 3007 AO
91 91 AO2605 20250926 ... 3007 3016 AO
92 92 AO2606 20250926 ... 3015 3023 AO
93 93 AO2607 20250926 ... 3021 3032 AO
94 94 AO2608 20250926 ... 3031 3036 AO
95 95 AO2609 20250926 ... 3048 3045 AO
96 96 AD2511 20250926 ... 20315 20360 AD
97 97 AD2512 20250926 ... 20370 20405 AD
98 98 AD2601 20250926 ... 20385 20410 AD
99 99 AD2602 20250926 ... 20410 20440 AD
100 100 AD2603 20250926 ... 20300 20300 AD
101 101 AD2604 20250926 ... 20320 20320 AD
102 102 AD2605 20250926 ... 20320 20320 AD
103 103 AD2606 20250926 ... 20385 20385 AD
104 104 AD2607 20250926 ... 20510 20510 AD
105 105 AD2608 20250926 ... 20515 20515 AD
106 106 AD2609 20250926 ... 20335 20335 AD
107 107 AU2510 20250926 ... 851.5 853.14 AU
108 108 AU2511 20250926 ... 853.38 854.06 AU
109 109 AU2512 20250926 ... 855 855.96 AU
110 110 AU2602 20250926 ... 857.82 858.8 AU
111 111 AU2604 20250926 ... 859.92 860.04 AU
112 112 AU2606 20250926 ... 862.34 863.34 AU
113 113 AU2608 20250926 ... 865.8 865.28 AU
114 114 AU2610 20250926 ... 868.42 869.38 AU
115 115 AG2510 20250926 ... 10483 10358 AG
116 116 AG2511 20250926 ... 10509 10374 AG
117 117 AG2512 20250926 ... 10526 10396 AG
118 118 AG2601 20250926 ... 10528 10407 AG
119 119 AG2602 20250926 ... 10542 10420 AG
120 120 AG2603 20250926 ... 10527 10441 AG
121 121 AG2604 20250926 ... 10545 10454 AG
122 122 AG2605 20250926 ... 10553 10463 AG
123 123 AG2606 20250926 ... 10553 10478 AG
124 124 AG2607 20250926 ... 10548 10491 AG
125 125 AG2608 20250926 ... 10572 10504 AG
126 126 AG2609 20250926 ... 10613 10512 AG
127 127 RB2510 20250926 ... 3050 3072 RB
128 128 RB2511 20250926 ... 3083 3087 RB
129 129 RB2512 20250926 ... 3121 3144 RB
130 130 RB2601 20250926 ... 3139 3164 RB
131 131 RB2602 20250926 ... 3139 3165 RB
132 132 RB2603 20250926 ... 3157 3183 RB
133 133 RB2604 20250926 ... 3177 3204 RB
134 134 RB2605 20250926 ... 3197 3223 RB
135 135 RB2606 20250926 ... 3210 3238 RB
136 136 RB2607 20250926 ... 3217 3247 RB
137 137 RB2608 20250926 ... 3220 3248 RB
138 138 RB2609 20250926 ... 3232 3255 RB
139 139 WR2510 20250926 ... 3219 3233 WR
140 140 WR2511 20250926 ... 3329 3330 WR
141 141 WR2512 20250926 ... 3324 3324 WR
142 142 WR2601 20250926 ... 3342 3339 WR
143 143 WR2602 20250926 ... 3400 3353 WR
144 144 WR2603 20250926 ... 3351 3399 WR
145 145 WR2604 20250926 ... 3370 3389 WR
146 146 WR2605 20250926 ... 3386 3413 WR
147 147 WR2606 20250926 ... 3383 3372 WR
148 148 WR2607 20250926 ... 3390 3390 WR
149 149 WR2608 20250926 ... 3385 3371 WR
150 150 WR2609 20250926 ... 3458 3418 WR
151 151 HC2510 20250926 ... 3404 3415 HC
152 152 HC2511 20250926 ... 3385 3391 HC
153 153 HC2512 20250926 ... 3358 3378 HC
154 154 HC2601 20250926 ... 3330 3354 HC
155 155 HC2602 20250926 ... 3330 3353 HC
156 156 HC2603 20250926 ... 3333 3357 HC
157 157 HC2604 20250926 ... 3337 3358 HC
158 158 HC2605 20250926 ... 3337 3364 HC
159 159 HC2606 20250926 ... 3346 3360 HC
160 160 HC2607 20250926 ... 3355 3376 HC
161 161 HC2608 20250926 ... 3359 3371 HC
162 162 HC2609 20250926 ... 3364 3383 HC
163 163 SS2510 20250926 ... 12735 12800 SS
164 164 SS2511 20250926 ... 12850 12915 SS
165 165 SS2512 20250926 ... 12890 12960 SS
166 166 SS2601 20250926 ... 12950 13020 SS
167 167 SS2602 20250926 ... 12985 13070 SS
168 168 SS2603 20250926 ... 13100 13175 SS
169 169 SS2604 20250926 ... 13160 13215 SS
170 170 SS2605 20250926 ... 13240 13295 SS
171 171 SS2606 20250926 ... 13305 13340 SS
172 172 SS2607 20250926 ... 13350 13410 SS
173 173 SS2608 20250926 ... 13400 13465 SS
174 174 SS2609 20250926 ... 13465 13535 SS
175 175 SC2510 20250926 ... 487.5 489.3 SC
176 176 SC2511 20250926 ... 489.1 488.9 SC
177 177 SC2512 20250926 ... 490.8 489.8 SC
178 178 SC2601 20250926 ... 490.7 489.8 SC
179 179 SC2602 20250926 ... 489.9 488.9 SC
180 180 SC2603 20250926 ... 490 488.3 SC
181 181 SC2604 20250926 ... 490.3 488 SC
182 182 SC2605 20250926 ... 491.2 486.8 SC
183 183 SC2606 20250926 ... 488.9 486.3 SC
184 184 SC2607 20250926 ... 484.9 487.3 SC
185 185 SC2608 20250926 ... 486.6 485.8 SC
186 186 SC2609 20250926 ... 483.8 482.7 SC
187 187 SC2612 20250926 ... 479.5 473.5 SC
188 188 SC2703 20250926 ... 473.1 478.3 SC
189 189 SC2706 20250926 ... 477 476 SC
190 190 SC2709 20250926 ... 477 477 SC
191 191 SC2712 20250926 ... 475.9 477.8 SC
192 192 SC2803 20250926 ... 475 476 SC
193 193 SC2806 20250926 ... 473.8 473.2 SC
194 194 SC2809 20250926 ... 472.1 472.1 SC
195 195 LU2510 20250926 ... 3450 3366 LU
196 196 LU2511 20250926 ... 3470 3435 LU
197 197 LU2512 20250926 ... 3471 3430 LU
198 198 LU2601 20250926 ... 3459 3418 LU
199 199 LU2602 20250926 ... 3440 3400 LU
200 200 LU2603 20250926 ... 3425 3398 LU
201 201 LU2604 20250926 ... 3407 3395 LU
202 202 LU2605 20250926 ... 3437 3390 LU
203 203 LU2606 20250926 ... 3427 3393 LU
204 204 LU2607 20250926 ... 3418 3377 LU
205 205 LU2608 20250926 ... 3392 3366 LU
206 206 LU2609 20250926 ... 3379 3346 LU
207 207 FU2510 20250926 ... 2991 2933 FU
208 208 FU2511 20250926 ... 3002 2948 FU
209 209 FU2512 20250926 ... 2942 2905 FU
210 210 FU2601 20250926 ... 2914 2883 FU
211 211 FU2602 20250926 ... 2893 2865 FU
212 212 FU2603 20250926 ... 2880 2853 FU
213 213 FU2604 20250926 ... 2857 2840 FU
214 214 FU2605 20250926 ... 2843 2827 FU
215 215 FU2606 20250926 ... 2833 2811 FU
216 216 FU2607 20250926 ... 2797 2784 FU
217 217 FU2608 20250926 ... 2769 2758 FU
218 218 FU2609 20250926 ... 2748 2737 FU
219 219 BU2510 20250926 ... 3472 3444 BU
220 220 BU2511 20250926 ... 3451 3426 BU
221 221 BU2512 20250926 ... 3408 3373 BU
222 222 BU2601 20250926 ... 3387 3341 BU
223 223 BU2602 20250926 ... 3389 3348 BU
224 224 BU2603 20250926 ... 3407 3361 BU
225 225 BU2604 20250926 ... 3373 3337 BU
226 226 BU2605 20250926 ... 3416 3365 BU
227 227 BU2606 20250926 ... 3404 3362 BU
228 228 BU2607 20250926 ... 3407 3365 BU
229 229 BU2608 20250926 ... 3384 3344 BU
230 230 BU2609 20250926 ... 3386 3352 BU
231 231 BU2612 20250926 ... 3340 3319 BU
232 232 BU2703 20250926 ... 3329 3329 BU
233 233 BU2706 20250926 ... 3347 3327 BU
234 234 BU2709 20250926 ... 3354 3333 BU
235 235 BR2510 20250926 ... 11385 11560 BR
236 236 BR2511 20250926 ... 11360 11555 BR
237 237 BR2512 20250926 ... 11365 11555 BR
238 238 BR2601 20250926 ... 11340 11545 BR
239 239 BR2602 20250926 ... 11330 11555 BR
240 240 BR2603 20250926 ... 11355 11595 BR
241 241 BR2604 20250926 ... 11385 11640 BR
242 242 BR2605 20250926 ... 11430 11615 BR
243 243 BR2606 20250926 ... 11440 11620 BR
244 244 BR2607 20250926 ... 11635 11745 BR
245 245 BR2608 20250926 ... 11610 11745 BR
246 246 BR2609 20250926 ... 11675 11750 BR
247 247 RU2510 20250926 ... 14530 14680 RU
248 248 RU2511 20250926 ... 14555 14705 RU
249 249 RU2601 20250926 ... 15425 15630 RU
250 250 RU2603 20250926 ... 15425 15625 RU
251 251 RU2604 20250926 ... 15425 15625 RU
252 252 RU2605 20250926 ... 15395 15575 RU
253 253 RU2606 20250926 ... 15400 15635 RU
254 254 RU2607 20250926 ... 15395 15580 RU
255 255 RU2608 20250926 ... 15405 15625 RU
256 256 RU2609 20250926 ... 15370 15550 RU
257 257 NR2510 20250926 ... 12320 12440 NR
258 258 NR2511 20250926 ... 12350 12485 NR
259 259 NR2512 20250926 ... 12375 12500 NR
260 260 NR2601 20250926 ... 12395 12525 NR
261 261 NR2602 20250926 ... 12380 12520 NR
262 262 NR2603 20250926 ... 12455 12530 NR
263 263 NR2604 20250926 ... 12390 12565 NR
264 264 NR2605 20250926 ... 12460 12575 NR
265 265 NR2606 20250926 ... 12465 12600 NR
266 266 NR2607 20250926 ... 12650 12650 NR
267 267 NR2608 20250926 ... 12685 12685 NR
268 268 NR2609 20250926 ... 12510 12510 NR
269 269 SP2510 20250926 ... 5000 5018 SP
270 270 SP2511 20250926 ... 5034 5050 SP
271 271 SP2512 20250926 ... 5050 5068 SP
272 272 SP2601 20250926 ... 5290 5304 SP
273 273 SP2602 20250926 ... 5282 5292 SP
274 274 SP2603 20250926 ... 5302 5310 SP
275 275 SP2604 20250926 ... 5312 5318 SP
276 276 SP2605 20250926 ... 5308 5318 SP
277 277 SP2606 20250926 ... 5296 5324 SP
278 278 SP2607 20250926 ... 5300 5320 SP
279 279 SP2608 20250926 ... 5316 5326 SP
280 280 SP2609 20250926 ... 5318 5328 SP
281 281 OP2601 20250926 ... 4232 4238 OP
282 282 OP2602 20250926 ... 4228 4228 OP
283 283 OP2603 20250926 ... 4260 4266 OP
284 284 OP2604 20250926 ... 4274 4262 OP
285 285 OP2605 20250926 ... 4266 4266 OP
286 286 OP2606 20250926 ... 4236 4236 OP
287 287 OP2607 20250926 ... 4238 4238 OP
288 288 OP2608 20250926 ... 4240 4240 OP
289 289 OP2609 20250926 ... 4334 4336 OP
290 290 EC2510 20250926 ... 1150.8 1160.6 EC
291 291 EC2512 20250926 ... 1780.6 1746.6 EC
292 292 EC2602 20250926 ... 1691.9 1647.8 EC
293 293 EC2604 20250926 ... 1279.1 1276.4 EC
294 294 EC2606 20250926 ... 1482.6 1467.5 EC
295 295 EC2608 20250926 ... 1631 1619.8 EC
296 297 SC_TAS2511 20250926 ... SC_TAS
297 298 SC_TAS2512 20250926 ... SC_TAS
298 299 SC_TAS2601 20250926 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 18:25:50,388 - future_1d - INFO - ak.get_shfe_daily('2025-09-26') done
2025-10-10 18:25:52,163 - future_1d - INFO - save future_daily 2025-09-26 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250929 8656.0 8699.0 ... 27982.84 8647.0 8628.0 AP
1 AP511 20250929 8401.0 8523.0 ... 42297.98 8444.0 8440.0 AP
2 AP512 20250929 8411.0 8530.0 ... 5029.49 8453.0 8373.0 AP
3 AP601 20250929 8437.0 8619.0 ... 1159018.15 8513.0 8384.0 AP
4 AP603 20250929 8286.0 8419.0 ... 3448.32 8349.0 8251.0 AP
5 AP604 20250929 8362.0 8388.0 ... 783.85 8339.0 8259.0 AP
6 AP605 20250929 8310.0 8433.0 ... 20768.51 8371.0 8269.0 AP
7 CF511 20250929 13405.0 13430.0 ... 281544.73 13345.0 13500.0 CF
8 CF601 20250929 13390.0 13425.0 ... 1640207.09 13365.0 13460.0 CF
9 CF603 20250929 13380.0 13400.0 ... 3818.94 13355.0 13425.0 CF
10 CF605 20250929 13400.0 13425.0 ... 217717.18 13370.0 13460.0 CF
11 CF607 20250929 13425.0 13450.0 ... 2231.37 13400.0 13475.0 CF
12 CF609 20250929 13580.0 13585.0 ... 2545.98 13540.0 13635.0 CF
13 CJ512 20250929 11180.0 11180.0 ... 10855.29 10910.0 11115.0 CJ
14 CJ601 20250929 11270.0 11270.0 ... 1617835.48 10955.0 11175.0 CJ
15 CJ603 20250929 11220.0 11280.0 ... 24991.00 10945.0 11155.0 CJ
16 CJ605 20250929 11330.0 11330.0 ... 255484.38 11020.0 11205.0 CJ
17 CJ607 20250929 11390.0 11400.0 ... 4382.50 11110.0 11325.0 CJ
18 CJ609 20250929 11490.0 11500.0 ... 2175.80 11245.0 11415.0 CJ
19 CY510 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
20 CY511 20250929 19610.0 19615.0 ... 116020.41 19530.0 19745.0 CY
21 CY512 20250929 0.0 0.0 ... 0.00 19415.0 19515.0 CY
22 CY601 20250929 19545.0 19550.0 ... 6007.06 19505.0 19645.0 CY
23 CY602 20250929 0.0 0.0 ... 0.00 19600.0 19600.0 CY
24 CY603 20250929 0.0 0.0 ... 0.00 19775.0 19830.0 CY
25 CY604 20250929 0.0 0.0 ... 0.00 19545.0 19545.0 CY
26 CY605 20250929 19575.0 19575.0 ... 9.79 19575.0 19695.0 CY
27 CY606 20250929 0.0 0.0 ... 0.00 19555.0 19555.0 CY
28 CY607 20250929 0.0 0.0 ... 0.00 19915.0 19965.0 CY
29 CY608 20250929 0.0 0.0 ... 0.00 19735.0 19735.0 CY
30 CY609 20250929 0.0 0.0 ... 0.00 19885.0 19965.0 CY
31 FG510 20250929 1130.0 1130.0 ... 9258.22 1117.0 1135.0 FG
32 FG511 20250929 1128.0 1132.0 ... 284860.98 1112.0 1140.0 FG
33 FG512 20250929 1252.0 1255.0 ... 140604.75 1230.0 1259.0 FG
34 FG601 20250929 1251.0 1253.0 ... 5591696.92 1229.0 1257.0 FG
35 FG602 20250929 1304.0 1306.0 ... 45248.10 1285.0 1310.0 FG
36 FG603 20250929 1298.0 1307.0 ... 2811.19 1287.0 1314.0 FG
37 FG604 20250929 1359.0 1373.0 ... 1180.58 1348.0 1381.0 FG
38 FG605 20250929 1369.0 1371.0 ... 184698.54 1347.0 1376.0 FG
39 FG606 20250929 1397.0 1398.0 ... 1975.64 1378.0 1403.0 FG
40 FG607 20250929 1390.0 1394.0 ... 2603.30 1372.0 1398.0 FG
41 FG608 20250929 1425.0 1432.0 ... 1279.09 1418.0 1438.0 FG
42 FG609 20250929 1430.0 1434.0 ... 6085.10 1420.0 1440.0 FG
43 JR511 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250929 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250929 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250929 2258.0 2275.0 ... 3233.71 2261.0 2258.0 MA
52 MA511 20250929 2293.0 2308.0 ... 106475.80 2298.0 2297.0 MA
53 MA512 20250929 2334.0 2345.0 ... 61133.99 2335.0 2330.0 MA
54 MA601 20250929 2360.0 2367.0 ... 1003865.58 2356.0 2352.0 MA
55 MA602 20250929 2383.0 2391.0 ... 33316.36 2383.0 2373.0 MA
56 MA603 20250929 2395.0 2404.0 ... 508.05 2396.0 2394.0 MA
57 MA604 20250929 2398.0 2398.0 ... 114.80 2392.0 2394.0 MA
58 MA605 20250929 2391.0 2394.0 ... 47339.35 2386.0 2385.0 MA
59 MA606 20250929 0.0 0.0 ... 0.00 2396.0 2392.0 MA
60 MA607 20250929 2363.0 2376.0 ... 23.66 2366.0 2368.0 MA
61 MA608 20250929 0.0 0.0 ... 0.00 2373.0 2373.0 MA
62 MA609 20250929 2340.0 2352.0 ... 398.94 2347.0 2344.0 MA
63 OI511 20250929 10338.0 10345.0 ... 482929.50 10288.0 10320.0 OI
64 OI601 20250929 10174.0 10177.0 ... 2347037.86 10128.0 10146.0 OI
65 OI603 20250929 9921.0 9929.0 ... 8380.04 9870.0 9912.0 OI
66 OI605 20250929 9664.0 9664.0 ... 69872.79 9615.0 9632.0 OI
67 OI607 20250929 9580.0 9593.0 ... 726.14 9555.0 9580.0 OI
68 OI609 20250929 9535.0 9547.0 ... 730.81 9491.0 9538.0 OI
69 PF510 20250929 6332.0 6362.0 ... 2031.03 6318.0 6350.0 PF
70 PF511 20250929 6324.0 6356.0 ... 586976.78 6326.0 6344.0 PF
71 PF512 20250929 6288.0 6320.0 ... 346631.01 6294.0 6310.0 PF
72 PF601 20250929 6340.0 6366.0 ... 30760.71 6340.0 6356.0 PF
73 PF602 20250929 6336.0 6368.0 ... 91057.47 6340.0 6354.0 PF
74 PF603 20250929 6352.0 6366.0 ... 117.52 6352.0 6370.0 PF
75 PF604 20250929 6398.0 6442.0 ... 73.85 6422.0 6414.0 PF
76 PF605 20250929 6420.0 6452.0 ... 131.79 6430.0 6440.0 PF
77 PF606 20250929 6424.0 6424.0 ... 6.42 6424.0 6436.0 PF
78 PF607 20250929 6410.0 6446.0 ... 9.65 6432.0 6454.0 PF
79 PF608 20250929 6472.0 6472.0 ... 6.45 6448.0 6472.0 PF
80 PF609 20250929 0.0 0.0 ... 0.00 6498.0 6504.0 PF
81 PK510 20250929 7784.0 7820.0 ... 6758.86 7800.0 7784.0 PK
82 PK511 20250929 7802.0 7868.0 ... 358713.17 7834.0 7784.0 PK
83 PK512 20250929 7776.0 7870.0 ... 119217.42 7826.0 7770.0 PK
84 PK601 20250929 7800.0 7848.0 ... 95841.03 7820.0 7768.0 PK
85 PK603 20250929 7830.0 7862.0 ... 404.03 7846.0 7804.0 PK
86 PK604 20250929 7836.0 7864.0 ... 204.01 7846.0 7820.0 PK
87 PK605 20250929 7840.0 7866.0 ... 5166.75 7846.0 7826.0 PK
88 PL601 20250929 6376.0 6406.0 ... 41908.30 6375.0 6376.0 PL
89 PL602 20250929 6402.0 6413.0 ... 256.11 6403.0 6399.0 PL
90 PL603 20250929 6411.0 6436.0 ... 25.69 6424.0 6402.0 PL
91 PL604 20250929 6419.0 6442.0 ... 38.55 6425.0 6407.0 PL
92 PL605 20250929 6373.0 6386.0 ... 165.65 6371.0 6350.0 PL
93 PL606 20250929 6440.0 6440.0 ... 25.72 6430.0 6428.0 PL
94 PL607 20250929 0.0 0.0 ... 0.00 6399.0 6399.0 PL
95 PL608 20250929 6440.0 6440.0 ... 12.88 6440.0 6499.0 PL
96 PL609 20250929 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250929 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250929 5854.0 5854.0 ... 498.23 5828.0 5848.0 PR
104 PR511 20250929 5810.0 5822.0 ... 370379.70 5798.0 5818.0 PR
105 PR512 20250929 5804.0 5826.0 ... 448589.44 5802.0 5818.0 PR
106 PR601 20250929 5806.0 5826.0 ... 197224.95 5802.0 5808.0 PR
107 PR602 20250929 5816.0 5870.0 ... 621.77 5838.0 5844.0 PR
108 PR603 20250929 5810.0 5886.0 ... 764.43 5858.0 5832.0 PR
109 PR604 20250929 5830.0 5916.0 ... 538.82 5890.0 5854.0 PR
110 PR605 20250929 5836.0 5938.0 ... 620.03 5906.0 5864.0 PR
111 PR606 20250929 5916.0 5952.0 ... 71.27 5940.0 5902.0 PR
112 PR607 20250929 5926.0 5954.0 ... 124.75 5940.0 5902.0 PR
113 PR608 20250929 5922.0 5922.0 ... 53.25 5918.0 5914.0 PR
114 PR609 20250929 5940.0 5940.0 ... 62.03 5908.0 5918.0 PR
115 PX510 20250929 6674.0 6682.0 ... 387.90 6632.0 6668.0 PX
116 PX511 20250929 6666.0 6700.0 ... 597824.37 6664.0 6664.0 PX
117 PX512 20250929 6654.0 6682.0 ... 235327.92 6650.0 6648.0 PX
118 PX601 20250929 6652.0 6672.0 ... 145505.81 6640.0 6646.0 PX
119 PX602 20250929 6652.0 6678.0 ... 9133.01 6648.0 6660.0 PX
120 PX603 20250929 6634.0 6664.0 ... 53.06 6634.0 6630.0 PX
121 PX604 20250929 6616.0 6622.0 ... 6.62 6620.0 6658.0 PX
122 PX605 20250929 6658.0 6700.0 ... 617.00 6670.0 6686.0 PX
123 PX606 20250929 6656.0 6656.0 ... 3.33 6656.0 6682.0 PX
124 PX607 20250929 6632.0 6690.0 ... 23.26 6646.0 6670.0 PX
125 PX608 20250929 0.0 0.0 ... 0.00 6686.0 6686.0 PX
126 PX609 20250929 6730.0 6730.0 ... 6.71 6714.0 6690.0 PX
127 RI511 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250929 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250929 2467.0 2487.0 ... 8227.56 2472.0 2474.0 RM
134 RM601 20250929 2411.0 2430.0 ... 522729.44 2413.0 2429.0 RM
135 RM603 20250929 2343.0 2346.0 ... 5931.30 2338.0 2346.0 RM
136 RM605 20250929 2330.0 2336.0 ... 101374.11 2328.0 2334.0 RM
137 RM607 20250929 2321.0 2328.0 ... 9704.08 2319.0 2322.0 RM
138 RM608 20250929 2421.0 2427.0 ... 420.85 2419.0 2423.0 RM
139 RM609 20250929 2410.0 2415.0 ... 2280.62 2408.0 2414.0 RM
140 RS511 20250929 5429.0 5429.0 ... 297.83 5318.0 5368.0 RS
141 RS607 20250929 5580.0 5588.0 ... 150.33 5568.0 5571.0 RS
142 RS608 20250929 5543.0 5589.0 ... 122.44 5565.0 5558.0 RS
143 RS609 20250929 5543.0 5583.0 ... 77.86 5561.0 5559.0 RS
144 SA510 20250929 1207.0 1207.0 ... 14570.42 1201.0 1212.0 SA
145 SA511 20250929 1215.0 1219.0 ... 398360.49 1209.0 1224.0 SA
146 SA512 20250929 1278.0 1283.0 ... 258006.82 1272.0 1287.0 SA
147 SA601 20250929 1291.0 1295.0 ... 2455419.25 1284.0 1301.0 SA
148 SA602 20250929 1322.0 1325.0 ... 185719.65 1311.0 1331.0 SA
149 SA603 20250929 1330.0 1333.0 ... 3842.56 1322.0 1339.0 SA
150 SA604 20250929 1371.0 1379.0 ... 1088.96 1365.0 1386.0 SA
151 SA605 20250929 1383.0 1387.0 ... 153744.58 1373.0 1392.0 SA
152 SA606 20250929 1393.0 1401.0 ... 877.84 1389.0 1405.0 SA
153 SA607 20250929 1395.0 1403.0 ... 1861.12 1391.0 1408.0 SA
154 SA608 20250929 1424.0 1436.0 ... 916.92 1428.0 1440.0 SA
155 SA609 20250929 1438.0 1443.0 ... 5361.06 1434.0 1446.0 SA
156 SF510 20250929 5454.0 5478.0 ... 4879.87 5402.0 5480.0 SF
157 SF511 20250929 5620.0 5678.0 ... 957047.42 5590.0 5680.0 SF
158 SF512 20250929 5620.0 5654.0 ... 204478.47 5574.0 5658.0 SF
159 SF601 20250929 5600.0 5638.0 ... 380717.72 5558.0 5644.0 SF
160 SF602 20250929 5550.0 5594.0 ... 47522.51 5524.0 5602.0 SF
161 SF603 20250929 5706.0 5766.0 ... 1214.64 5704.0 5768.0 SF
162 SF604 20250929 5702.0 5740.0 ... 11.42 5708.0 5754.0 SF
163 SF605 20250929 5714.0 5742.0 ... 6198.94 5684.0 5768.0 SF
164 SF606 20250929 5668.0 5704.0 ... 138.26 5644.0 5738.0 SF
165 SF607 20250929 5840.0 5852.0 ... 69.61 5802.0 5872.0 SF
166 SF608 20250929 5784.0 5804.0 ... 11.55 5774.0 5884.0 SF
167 SF609 20250929 5758.0 5828.0 ... 71.99 5760.0 5844.0 SF
168 SH510 20250929 2455.0 2466.0 ... 6784.34 2453.0 2455.0 SH
169 SH511 20250929 2489.0 2496.0 ... 597883.78 2479.0 2482.0 SH
170 SH512 20250929 2530.0 2539.0 ... 344078.99 2519.0 2530.0 SH
171 SH601 20250929 2530.0 2536.0 ... 2488833.56 2513.0 2530.0 SH
172 SH602 20250929 2557.0 2562.0 ... 51761.54 2539.0 2559.0 SH
173 SH603 20250929 2570.0 2580.0 ... 2504.88 2553.0 2575.0 SH
174 SH604 20250929 2608.0 2621.0 ... 358.38 2597.0 2617.0 SH
175 SH605 20250929 2620.0 2629.0 ... 21517.02 2604.0 2623.0 SH
176 SH606 20250929 2629.0 2629.0 ... 242.68 2609.0 2638.0 SH
177 SH607 20250929 2626.0 2632.0 ... 320.31 2604.0 2629.0 SH
178 SH608 20250929 2642.0 2642.0 ... 102.47 2627.0 2645.0 SH
179 SH609 20250929 2656.0 2660.0 ... 531.46 2644.0 2659.0 SH
180 SM510 20250929 5738.0 5748.0 ... 3373.43 5684.0 5752.0 SM
181 SM511 20250929 5818.0 5852.0 ... 398459.35 5786.0 5846.0 SM
182 SM512 20250929 5818.0 5858.0 ... 135876.45 5802.0 5852.0 SM
183 SM601 20250929 5834.0 5868.0 ... 831719.66 5802.0 5866.0 SM
184 SM602 20250929 5836.0 5878.0 ... 243624.84 5812.0 5872.0 SM
185 SM603 20250929 5894.0 5894.0 ... 1247.78 5832.0 5904.0 SM
186 SM604 20250929 5868.0 5882.0 ... 8.81 5874.0 5910.0 SM
187 SM605 20250929 5872.0 5900.0 ... 21467.30 5838.0 5900.0 SM
188 SM606 20250929 5860.0 5900.0 ... 73.00 5840.0 5896.0 SM
189 SM607 20250929 5870.0 5912.0 ... 41.05 5864.0 5918.0 SM
190 SM608 20250929 5914.0 5928.0 ... 17.64 5880.0 5936.0 SM
191 SM609 20250929 5868.0 5928.0 ... 930.02 5868.0 5940.0 SM
192 SR511 20250929 5519.0 5530.0 ... 138166.21 5519.0 5520.0 SR
193 SR601 20250929 5485.0 5505.0 ... 789921.09 5489.0 5491.0 SR
194 SR603 20250929 5467.0 5483.0 ... 1713.04 5473.0 5473.0 SR
195 SR605 20250929 5447.0 5463.0 ... 62060.93 5448.0 5452.0 SR
196 SR607 20250929 5451.0 5460.0 ... 4259.43 5447.0 5451.0 SR
197 SR609 20250929 5454.0 5468.0 ... 5573.82 5449.0 5457.0 SR
198 TA510 20250929 4612.0 4632.0 ... 8162.28 4606.0 4626.0 TA
199 TA511 20250929 4620.0 4652.0 ... 273494.08 4626.0 4640.0 TA
200 TA512 20250929 4638.0 4660.0 ... 142326.03 4638.0 4650.0 TA
201 TA601 20250929 4650.0 4672.0 ... 1350166.41 4650.0 4664.0 TA
202 TA602 20250929 4668.0 4684.0 ... 23176.32 4664.0 4674.0 TA
203 TA603 20250929 4680.0 4692.0 ... 451.18 4676.0 4690.0 TA
204 TA604 20250929 4672.0 4672.0 ... 9.32 4662.0 4698.0 TA
205 TA605 20250929 4692.0 4718.0 ... 47510.47 4694.0 4706.0 TA
206 TA606 20250929 4702.0 4702.0 ... 7.04 4696.0 4706.0 TA
207 TA607 20250929 4710.0 4710.0 ... 9.41 4704.0 4718.0 TA
208 TA608 20250929 4712.0 4732.0 ... 9.43 4718.0 4736.0 TA
209 TA609 20250929 4732.0 4756.0 ... 274.84 4740.0 4742.0 TA
210 UR510 20250929 1546.0 1552.0 ... 2939.37 1541.0 1549.0 UR
211 UR511 20250929 1640.0 1642.0 ... 77585.41 1632.0 1649.0 UR
212 UR512 20250929 1645.0 1655.0 ... 24157.22 1646.0 1661.0 UR
213 UR601 20250929 1666.0 1668.0 ... 563687.81 1657.0 1673.0 UR
214 UR602 20250929 1670.0 1675.0 ... 582.02 1663.0 1680.0 UR
215 UR603 20250929 1712.0 1715.0 ... 167.55 1710.0 1725.0 UR
216 UR604 20250929 1716.0 1718.0 ... 211.73 1708.0 1725.0 UR
217 UR605 20250929 1717.0 1718.0 ... 27474.81 1708.0 1725.0 UR
218 UR606 20250929 1720.0 1720.0 ... 666.53 1709.0 1724.0 UR
219 UR607 20250929 1750.0 1750.0 ... 149.94 1743.0 1758.0 UR
220 UR608 20250929 1739.0 1741.0 ... 135.48 1737.0 1745.0 UR
221 UR609 20250929 1735.0 1738.0 ... 550.11 1730.0 1743.0 UR
222 WH511 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250929 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250929 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 18:25:59,704 - future_1d - INFO - ak.get_czce_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 IC2510 20250929 7224.000 ... 7328.200 7219.600 IC
1 IC2511 20250929 7146.000 ... 7261.200 7151.800 IC
2 IC2512 20250929 7083.800 ... 7210.600 7097.600 IC
3 IC2603 20250929 6926.600 ... 7033.600 6922.000 IC
4 IF2510 20250929 4543.200 ... 4626.200 4555.800 IF
5 IF2511 20250929 4536.600 ... 4614.400 4541.800 IF
6 IF2512 20250929 4530.000 ... 4608.800 4535.200 IF
7 IF2603 20250929 4509.800 ... 4584.000 4509.800 IF
8 IH2510 20250929 2945.000 ... 2985.400 2950.200 IH
9 IH2511 20250929 2944.000 ... 2984.000 2948.000 IH
10 IH2512 20250929 2944.200 ... 2985.400 2949.800 IH
11 IH2603 20250929 2939.600 ... 2985.800 2947.400 IH
12 IM2510 20250929 7372.000 ... 7469.600 7360.800 IM
13 IM2511 20250929 7284.000 ... 7387.800 7272.800 IM
14 IM2512 20250929 7205.000 ... 7316.800 7193.400 IM
15 IM2603 20250929 6988.000 ... 7096.600 6974.400 IM
16 T2512 20250929 107.705 ... 107.660 107.670 T
17 T2603 20250929 107.400 ... 107.340 107.325 T
18 T2606 20250929 107.325 ... 107.260 107.235 T
19 TF2512 20250929 105.575 ... 105.510 105.530 TF
20 TF2603 20250929 105.425 ... 105.395 105.410 TF
21 TF2606 20250929 105.430 ... 105.405 105.400 TF
22 TL2512 20250929 114.350 ... 113.790 114.260 TL
23 TL2603 20250929 114.010 ... 113.440 113.920 TL
24 TL2606 20250929 114.040 ... 113.480 113.910 TL
25 TS2512 20250929 102.350 ... 102.332 102.344 TS
26 TS2603 20250929 102.262 ... 102.244 102.258 TS
27 TS2606 20250929 102.292 ... 102.276 102.262 TS
[28 rows x 12 columns]
2025-10-10 18:26:00,087 - future_1d - INFO - ak.get_cffex_daily('2025-09-29') done
symbol date open high ... turnover settle pre_settle variety
0 SC2510 20250929 488.1 505 ... 1945.63 486.4 487.5 SC
1 SC2511 20250929 492.1 499.2 ... 4743445.34 494.5 489.1 SC
2 SC2512 20250929 493.3 499.6 ... 1085522.81 495.1 490.8 SC
3 SC2601 20250929 493.3 499.5 ... 237010.04 494.9 490.7 SC
4 SC2602 20250929 494 498.9 ... 63648.63 493.7 489.9 SC
5 SC2603 20250929 492.7 497.8 ... 25421.15 491.7 490 SC
6 SC2604 20250929 495.4 496.8 ... 13338.42 490.3 490.3 SC
7 SC2605 20250929 492.5 497.2 ... 15766.67 489.6 491.2 SC
8 SC2606 20250929 490.6 496.6 ... 16122.84 490 488.9 SC
9 SC2607 20250929 494.6 494.8 ... 392.33 490.4 484.9 SC
10 SC2608 20250929 493.5 493.5 ... 98.56 492.8 486.6 SC
11 SC2609 20250929 491 492.3 ... 293.45 489 483.8 SC
12 SC2612 20250929 475.2 475.2 ... 47.52 475.2 479.5 SC
13 SC2703 20250929 472.1 472.1 ... 47.21 472.1 473.1 SC
14 SC2706 20250929 ... 0 477 477 SC
15 SC2709 20250929 ... 0 477 477 SC
16 SC2712 20250929 477.6 482.2 ... 479.29 479.2 475.9 SC
17 SC2803 20250929 475 477.9 ... 285.07 475.1 475 SC
18 SC2806 20250929 472.4 476.2 ... 520.88 473.5 473.8 SC
19 SC2809 20250929 ... 0 472.1 472.1 SC
21 LU2510 20250929 ... 0 3450 3450 LU
22 LU2511 20250929 3489 3527 ... 238222.826 3482 3470 LU
23 LU2512 20250929 3481 3540 ... 200238.01 3494 3471 LU
24 LU2601 20250929 3480 3528 ... 94948.303 3481 3459 LU
25 LU2602 20250929 3451 3505 ... 3556.073 3455 3440 LU
26 LU2603 20250929 3442 3498 ... 1361.94 3456 3425 LU
27 LU2604 20250929 3454 3461 ... 44.717 3439 3407 LU
28 LU2605 20250929 3451 3454 ... 58.489 3440 3437 LU
29 LU2606 20250929 3449 3467 ... 10.378 3459 3427 LU
30 LU2607 20250929 3418 3458 ... 34.39 3439 3418 LU
31 LU2608 20250929 3415 3439 ... 30.78 3420 3392 LU
32 LU2609 20250929 3396 3429 ... 64.773 3409 3379 LU
34 NR2510 20250929 12425 12455 ... 28212.04 12370 12320 NR
35 NR2511 20250929 12450 12475 ... 1153395.56 12370 12350 NR
36 NR2512 20250929 12430 12485 ... 395493.37 12375 12375 NR
37 NR2601 20250929 12465 12505 ... 211166.935 12405 12395 NR
38 NR2602 20250929 12470 12470 ... 4864.5 12405 12380 NR
39 NR2603 20250929 12390 12485 ... 1422.075 12365 12455 NR
40 NR2604 20250929 12485 12495 ... 348.24 12435 12390 NR
41 NR2605 20250929 12460 12535 ... 186.43 12425 12460 NR
42 NR2606 20250929 12430 12430 ... 12.43 12430 12465 NR
43 NR2607 20250929 12500 12600 ... 25.1 12550 12650 NR
44 NR2608 20250929 12520 12650 ... 50.22 12555 12685 NR
45 NR2609 20250929 ... 0 12510 12510 NR
47 BC2510 20250929 72980 73160 ... 88849.76 72820 73250 BC
48 BC2511 20250929 73090 73350 ... 285677.51 73040 73420 BC
49 BC2512 20250929 73150 73480 ... 5590.91 73080 73550 BC
50 BC2601 20250929 ... 0 73160 73160 BC
51 BC2602 20250929 72990 73600 ... 109.625 73080 73820 BC
52 BC2603 20250929 ... 0 73290 73000 BC
53 BC2604 20250929 ... 0 73000 73000 BC
54 BC2605 20250929 ... 0 72900 72900 BC
55 BC2606 20250929 ... 0 72960 72960 BC
56 BC2607 20250929 ... 0 72900 72840 BC
57 BC2608 20250929 ... 0 73000 73000 BC
58 BC2609 20250929 ... 0 73000 73000 BC
60 EC2510 20250929 1141 1154.5 ... 93576.7345 1122 1150.8 EC
61 EC2512 20250929 1763 1775.3 ... 103054.394 1735 1780.6 EC
62 EC2602 20250929 1668.1 1684.6 ... 32984.4615 1644.7 1691.9 EC
63 EC2604 20250929 1260 1261.5 ... 7450.222 1253.1 1279.1 EC
64 EC2606 20250929 1463.6 1478 ... 705.1215 1453.8 1482.6 EC
65 EC2608 20250929 1601.1 1607.9 ... 599.612 1598.9 1631 EC
68 SC_TAS2511 20250929 ... SC_TAS
69 SC_TAS2512 20250929 ... SC_TAS
70 SC_TAS2601 20250929 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 18:26:00,179 - future_1d - INFO - ak.get_ine_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 a2511 20250929 3939.00 ... 3931.00 3940.00 A
1 a2601 20250929 3906.00 ... 3897.00 3918.00 A
2 a2603 20250929 3904.00 ... 3897.00 3922.00 A
3 a2605 20250929 3935.00 ... 3929.00 3951.00 A
4 a2607 20250929 3931.00 ... 3927.00 3945.00 A
5 a2609 20250929 3928.00 ... 3932.00 3948.00 A
6 b2510 20250929 3591.00 ... 3628.00 3630.00 B
7 b2511 20250929 3609.00 ... 3605.00 3627.00 B
8 b2512 20250929 3630.00 ... 3629.00 3647.00 B
9 b2601 20250929 3627.00 ... 3629.00 3647.00 B
10 b2602 20250929 3639.00 ... 3641.00 3649.00 B
11 b2603 20250929 3602.00 ... 3606.00 3615.00 B
12 b2604 20250929 3504.00 ... 3508.00 3520.00 B
13 b2605 20250929 3443.00 ... 3440.00 3449.00 B
14 b2606 20250929 3412.00 ... 3412.00 3422.00 B
15 b2607 20250929 3421.00 ... 3414.00 3428.00 B
16 b2608 20250929 3515.00 ... 3513.00 3520.00 B
17 b2609 20250929 3529.00 ... 3530.00 3535.00 B
18 bb2511 20250929 141.05 ... 141.75 141.90 BB
19 bb2601 20250929 146.40 ... 146.80 147.00 BB
20 bb2603 20250929 147.00 ... 147.00 147.00 BB
21 bb2605 20250929 0.00 ... 141.70 141.70 BB
22 bb2607 20250929 0.00 ... 146.45 146.45 BB
23 bb2609 20250929 0.00 ... 146.45 146.45 BB
24 bz2603 20250929 5919.00 ... 5895.00 5906.00 BZ
25 bz2604 20250929 5886.00 ... 5880.00 5880.00 BZ
26 bz2605 20250929 5939.00 ... 5894.00 5936.00 BZ
27 bz2606 20250929 0.00 ... 5902.00 5936.00 BZ
28 bz2607 20250929 0.00 ... 5880.00 5880.00 BZ
29 bz2608 20250929 0.00 ... 5858.00 5883.00 BZ
30 bz2609 20250929 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250929 2178.00 ... 2171.00 2176.00 C
32 c2601 20250929 2140.00 ... 2137.00 2137.00 C
33 c2603 20250929 2150.00 ... 2150.00 2146.00 C
34 c2605 20250929 2203.00 ... 2206.00 2203.00 C
35 c2607 20250929 2216.00 ... 2216.00 2213.00 C
36 c2609 20250929 2231.00 ... 2230.00 2228.00 C
37 cs2511 20250929 2479.00 ... 2486.00 2485.00 CS
38 cs2601 20250929 2463.00 ... 2461.00 2467.00 CS
39 cs2603 20250929 2464.00 ... 2463.00 2466.00 CS
40 cs2605 20250929 2548.00 ... 2548.00 2547.00 CS
41 cs2607 20250929 2551.00 ... 2553.00 2551.00 CS
42 cs2609 20250929 2583.00 ... 2585.00 2586.00 CS
43 eb2510 20250929 6899.00 ... 6888.00 6899.00 EB
44 eb2511 20250929 6961.00 ... 6939.00 6939.00 EB
45 eb2512 20250929 6968.00 ... 6948.00 6954.00 EB
46 eb2601 20250929 6992.00 ... 6987.00 6980.00 EB
47 eb2602 20250929 7038.00 ... 7020.00 7021.00 EB
48 eb2603 20250929 7071.00 ... 7043.00 7058.00 EB
49 eb2604 20250929 7108.00 ... 7108.00 7103.00 EB
50 eb2605 20250929 7106.00 ... 7099.00 7103.00 EB
51 eb2606 20250929 7151.00 ... 7152.00 7117.00 EB
52 eb2607 20250929 7153.00 ... 7153.00 7134.00 EB
53 eb2608 20250929 7178.00 ... 7178.00 7177.00 EB
54 eb2609 20250929 0.00 ... 7177.00 7177.00 EB
55 eg2510 20250929 4256.00 ... 4268.00 4269.00 EG
56 eg2511 20250929 4224.00 ... 4217.00 4221.00 EG
57 eg2512 20250929 0.00 ... 4218.00 4218.00 EG
58 eg2601 20250929 4215.00 ... 4225.00 4227.00 EG
59 eg2602 20250929 4227.00 ... 4233.00 4231.00 EG
60 eg2603 20250929 4235.00 ... 4237.00 4252.00 EG
61 eg2604 20250929 4262.00 ... 4262.00 4276.00 EG
62 eg2605 20250929 4276.00 ... 4287.00 4285.00 EG
63 eg2606 20250929 4270.00 ... 4270.00 4300.00 EG
64 eg2607 20250929 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250929 0.00 ... 4346.00 4346.00 EG
66 eg2609 20250929 0.00 ... 4367.00 4367.00 EG
67 fb2510 20250929 1260.50 ... 1266.00 1270.00 FB
68 fb2511 20250929 1251.50 ... 1252.00 1254.50 FB
69 fb2512 20250929 1254.00 ... 1253.00 1255.00 FB
70 fb2601 20250929 1256.00 ... 1255.00 1254.50 FB
71 fb2602 20250929 1253.00 ... 1254.50 1253.50 FB
72 fb2603 20250929 1241.00 ... 1240.00 1243.50 FB
73 fb2604 20250929 0.00 ... 1254.50 1254.50 FB
74 fb2605 20250929 0.00 ... 1299.00 1300.50 FB
75 fb2606 20250929 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250929 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250929 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250929 0.00 ... 1296.00 1296.00 FB
79 i2510 20250929 805.00 ... 803.50 813.50 I
80 i2511 20250929 804.00 ... 801.50 809.50 I
81 i2512 20250929 797.50 ... 794.00 805.00 I
82 i2601 20250929 790.00 ... 785.50 796.50 I
83 i2602 20250929 784.50 ... 780.50 790.50 I
84 i2603 20250929 777.50 ... 775.50 787.50 I
85 i2604 20250929 774.50 ... 771.50 784.50 I
86 i2605 20250929 769.50 ... 765.00 776.50 I
87 i2606 20250929 763.00 ... 760.00 772.00 I
88 i2607 20250929 758.00 ... 755.00 767.00 I
89 i2608 20250929 753.50 ... 750.50 763.50 I
90 i2609 20250929 750.50 ... 745.50 755.50 I
91 j2510 20250929 1580.00 ... 1578.50 1619.50 J
92 j2511 20250929 1617.00 ... 1595.50 1643.50 J
93 j2512 20250929 1649.50 ... 1637.50 1684.50 J
94 j2601 20250929 1699.50 ... 1666.50 1718.50 J
95 j2602 20250929 1703.00 ... 1688.00 1747.50 J
96 j2603 20250929 0.00 ... 1725.00 1778.00 J
97 j2604 20250929 1767.50 ... 1767.50 1841.50 J
98 j2605 20250929 1844.50 ... 1808.00 1862.50 J
99 j2606 20250929 1843.00 ... 1830.50 1901.00 J
100 j2607 20250929 1875.00 ... 1875.00 1903.50 J
101 j2608 20250929 1869.50 ... 1869.50 1919.50 J
102 j2609 20250929 1909.00 ... 1890.50 1933.50 J
103 jd2510 20250929 2946.00 ... 2928.00 2952.00 JD
104 jd2511 20250929 3029.00 ... 3028.00 3051.00 JD
105 jd2512 20250929 3170.00 ... 3175.00 3182.00 JD
106 jd2601 20250929 3350.00 ... 3348.00 3360.00 JD
107 jd2602 20250929 3090.00 ... 3090.00 3106.00 JD
108 jd2603 20250929 3125.00 ... 3113.00 3130.00 JD
109 jd2604 20250929 3241.00 ... 3236.00 3253.00 JD
110 jd2605 20250929 3380.00 ... 3386.00 3385.00 JD
111 jd2606 20250929 3225.00 ... 3226.00 3226.00 JD
112 jd2607 20250929 3470.00 ... 3472.00 3470.00 JD
113 jd2608 20250929 3918.00 ... 3921.00 3918.00 JD
114 jd2609 20250929 3793.00 ... 3796.00 3787.00 JD
115 jm2510 20250929 1026.00 ... 1010.50 1037.00 JM
116 jm2511 20250929 1061.00 ... 1034.50 1071.50 JM
117 jm2512 20250929 1131.00 ... 1102.50 1142.00 JM
118 jm2601 20250929 1191.00 ... 1171.50 1214.50 JM
119 jm2602 20250929 1218.00 ... 1194.00 1237.00 JM
120 jm2603 20250929 1237.00 ... 1216.00 1256.50 JM
121 jm2604 20250929 1256.50 ... 1233.50 1278.50 JM
122 jm2605 20250929 1278.50 ... 1258.50 1304.00 JM
123 jm2606 20250929 1295.00 ... 1270.00 1319.00 JM
124 jm2607 20250929 1312.00 ... 1292.00 1333.50 JM
125 jm2608 20250929 1320.00 ... 1310.00 1350.50 JM
126 jm2609 20250929 1350.00 ... 1333.50 1374.00 JM
127 l2510 20250929 7071.00 ... 7091.00 7072.00 L
128 l2511 20250929 7114.00 ... 7114.00 7103.00 L
129 l2512 20250929 7136.00 ... 7150.00 7138.00 L
130 l2601 20250929 7173.00 ... 7174.00 7163.00 L
131 l2602 20250929 7163.00 ... 7168.00 7161.00 L
132 l2603 20250929 7180.00 ... 7188.00 7186.00 L
133 l2604 20250929 7212.00 ... 7221.00 7210.00 L
134 l2605 20250929 7200.00 ... 7213.00 7200.00 L
135 l2606 20250929 7203.00 ... 7214.00 7208.00 L
136 l2607 20250929 7209.00 ... 7219.00 7227.00 L
137 l2608 20250929 7229.00 ... 7240.00 7245.00 L
138 l2609 20250929 7228.00 ... 7237.00 7228.00 L
139 lg2511 20250929 808.50 ... 809.00 807.50 LG
140 lg2601 20250929 819.50 ... 820.50 820.50 LG
141 lg2603 20250929 826.00 ... 826.50 825.50 LG
142 lg2605 20250929 828.50 ... 827.50 828.50 LG
143 lg2607 20250929 830.00 ... 828.50 829.50 LG
144 lg2609 20250929 820.50 ... 820.50 816.50 LG
145 lh2511 20250929 12550.00 ... 12345.00 12625.00 LH
146 lh2601 20250929 13045.00 ... 12835.00 13180.00 LH
147 lh2603 20250929 12580.00 ... 12450.00 12660.00 LH
148 lh2605 20250929 12980.00 ... 12845.00 13070.00 LH
149 lh2607 20250929 13600.00 ... 13360.00 13655.00 LH
150 lh2609 20250929 14000.00 ... 13980.00 14220.00 LH
151 m2511 20250929 2906.00 ... 2906.00 2916.00 M
152 m2512 20250929 2951.00 ... 2945.00 2960.00 M
153 m2601 20250929 2938.00 ... 2937.00 2949.00 M
154 m2603 20250929 2918.00 ... 2913.00 2921.00 M
155 m2605 20250929 2753.00 ... 2749.00 2755.00 M
156 m2607 20250929 2739.00 ... 2735.00 2744.00 M
157 m2608 20250929 2858.00 ... 2854.00 2860.00 M
158 m2609 20250929 2858.00 ... 2857.00 2863.00 M
159 p2510 20250929 9126.00 ... 9102.00 9126.00 P
160 p2511 20250929 9168.00 ... 9188.00 9208.00 P
161 p2512 20250929 9194.00 ... 9204.00 9232.00 P
162 p2601 20250929 9236.00 ... 9234.00 9266.00 P
163 p2602 20250929 9216.00 ... 9224.00 9218.00 P
164 p2603 20250929 9188.00 ... 9196.00 9160.00 P
165 p2604 20250929 9150.00 ... 9152.00 9154.00 P
166 p2605 20250929 9060.00 ... 9056.00 9076.00 P
167 p2606 20250929 8986.00 ... 8978.00 8978.00 P
168 p2607 20250929 8888.00 ... 8880.00 8876.00 P
169 p2608 20250929 8768.00 ... 8770.00 8776.00 P
170 p2609 20250929 8676.00 ... 8676.00 8686.00 P
171 pg2510 20250929 4438.00 ... 4448.00 4432.00 PG
172 pg2511 20250929 4302.00 ... 4295.00 4285.00 PG
173 pg2512 20250929 4218.00 ... 4213.00 4215.00 PG
174 pg2601 20250929 4155.00 ... 4143.00 4150.00 PG
175 pg2602 20250929 4089.00 ... 4077.00 4085.00 PG
176 pg2603 20250929 4006.00 ... 3996.00 4003.00 PG
177 pg2604 20250929 4364.00 ... 4352.00 4367.00 PG
178 pg2605 20250929 4270.00 ... 4268.00 4285.00 PG
179 pg2606 20250929 0.00 ... 4212.00 4228.00 PG
180 pg2607 20250929 4153.00 ... 4156.00 4154.00 PG
181 pg2608 20250929 4120.00 ... 4101.00 4109.00 PG
182 pg2609 20250929 4098.00 ... 4093.00 4093.00 PG
183 pp2510 20250929 6786.00 ... 6782.00 6795.00 PP
184 pp2511 20250929 6840.00 ... 6823.00 6830.00 PP
185 pp2512 20250929 6869.00 ... 6862.00 6869.00 PP
186 pp2601 20250929 6899.00 ... 6899.00 6900.00 PP
187 pp2602 20250929 6892.00 ... 6888.00 6889.00 PP
188 pp2603 20250929 6884.00 ... 6890.00 6890.00 PP
189 pp2604 20250929 6917.00 ... 6932.00 6917.00 PP
190 pp2605 20250929 6942.00 ... 6940.00 6944.00 PP
191 pp2606 20250929 6908.00 ... 6908.00 6921.00 PP
192 pp2607 20250929 6865.00 ... 6873.00 6893.00 PP
193 pp2608 20250929 6874.00 ... 6884.00 6900.00 PP
194 pp2609 20250929 6906.00 ... 6915.00 6924.00 PP
195 rr2510 20250929 3623.00 ... 3619.00 3623.00 RR
196 rr2511 20250929 3614.00 ... 3613.00 3613.00 RR
197 rr2512 20250929 3617.00 ... 3610.00 3614.00 RR
198 rr2601 20250929 3621.00 ... 3619.00 3620.00 RR
199 rr2602 20250929 3608.00 ... 3609.00 3606.00 RR
200 rr2603 20250929 3616.00 ... 3613.00 3614.00 RR
201 rr2604 20250929 3621.00 ... 3616.00 3616.00 RR
202 rr2605 20250929 3618.00 ... 3615.00 3618.00 RR
203 rr2606 20250929 0.00 ... 3600.00 3600.00 RR
204 rr2607 20250929 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250929 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250929 0.00 ... 3623.00 3614.00 RR
207 v2510 20250929 4788.00 ... 4780.00 4788.00 V
208 v2511 20250929 4812.00 ... 4808.00 4817.00 V
209 v2512 20250929 4848.00 ... 4850.00 4858.00 V
210 v2601 20250929 4894.00 ... 4895.00 4902.00 V
211 v2602 20250929 4932.00 ... 4934.00 4941.00 V
212 v2603 20250929 4959.00 ... 4964.00 4971.00 V
213 v2604 20250929 5158.00 ... 5165.00 5174.00 V
214 v2605 20250929 5192.00 ... 5202.00 5205.00 V
215 v2606 20250929 5220.00 ... 5239.00 5248.00 V
216 v2607 20250929 5263.00 ... 5263.00 5277.00 V
217 v2608 20250929 5296.00 ... 5296.00 5302.00 V
218 v2609 20250929 5336.00 ... 5331.00 5341.00 V
219 y2511 20250929 8160.00 ... 8166.00 8202.00 Y
220 y2512 20250929 8202.00 ... 8210.00 8248.00 Y
221 y2601 20250929 8150.00 ... 8154.00 8192.00 Y
222 y2603 20250929 8112.00 ... 8114.00 8140.00 Y
223 y2605 20250929 7932.00 ... 7932.00 7946.00 Y
224 y2607 20250929 7888.00 ... 7882.00 7908.00 Y
225 y2608 20250929 7884.00 ... 7878.00 7896.00 Y
226 y2609 20250929 7850.00 ... 7858.00 7876.00 Y
[227 rows x 12 columns]
2025-10-10 18:26:00,835 - future_1d - INFO - ak.get_dce_daily('2025-09-29') done
symbol date open ... settle pre_settle variety
0 PS2510 20250929 51285.0 ... 51180.0 51505.0 PS
1 PS2511 20250929 50950.0 ... 50825.0 51420.0 PS
2 PS2512 20250929 53335.0 ... 53265.0 53780.0 PS
3 PS2601 20250929 52920.0 ... 52840.0 53310.0 PS
4 PS2602 20250929 52740.0 ... 52755.0 53110.0 PS
5 PS2603 20250929 52670.0 ... 52695.0 53220.0 PS
6 PS2604 20250929 52605.0 ... 52835.0 53190.0 PS
7 PS2605 20250929 53415.0 ... 52525.0 53080.0 PS
8 PS2606 20250929 54560.0 ... 54545.0 54975.0 PS
9 PS2607 20250929 54435.0 ... 54395.0 54945.0 PS
10 PS2608 20250929 54175.0 ... 54205.0 54565.0 PS
11 PS2609 20250929 54005.0 ... 54000.0 54550.0 PS
13 SI2510 20250929 8835.0 ... 8675.0 8975.0 SI
14 SI2511 20250929 8850.0 ... 8655.0 9000.0 SI
15 SI2512 20250929 9240.0 ... 9045.0 9395.0 SI
16 SI2601 20250929 9215.0 ... 8995.0 9360.0 SI
17 SI2602 20250929 9255.0 ... 9000.0 9360.0 SI
18 SI2603 20250929 9195.0 ... 9020.0 9395.0 SI
19 SI2604 20250929 9190.0 ... 9035.0 9205.0 SI
20 SI2605 20250929 9265.0 ... 9035.0 9390.0 SI
21 SI2606 20250929 9165.0 ... 9080.0 9400.0 SI
22 SI2607 20250929 9205.0 ... 9070.0 9390.0 SI
23 SI2608 20250929 9180.0 ... 9055.0 9415.0 SI
24 SI2609 20250929 9265.0 ... 9075.0 9410.0 SI
27 LC2510 20250929 72000.0 ... 72720.0 72920.0 LC
28 LC2511 20250929 73100.0 ... 73700.0 73240.0 LC
29 LC2512 20250929 72320.0 ... 73780.0 73340.0 LC
30 LC2601 20250929 72500.0 ... 73640.0 73180.0 LC
31 LC2602 20250929 71960.0 ... 73500.0 72840.0 LC
32 LC2603 20250929 71840.0 ... 73440.0 72940.0 LC
33 LC2604 20250929 72920.0 ... 73840.0 73320.0 LC
34 LC2605 20250929 72460.0 ... 73680.0 73340.0 LC
35 LC2606 20250929 72640.0 ... 73500.0 73160.0 LC
36 LC2607 20250929 72240.0 ... 73380.0 73060.0 LC
37 LC2608 20250929 72700.0 ... 73480.0 73020.0 LC
38 LC2609 20250929 73000.0 ... 73320.0 72980.0 LC
[36 rows x 12 columns]
2025-10-10 18:26:01,147 - future_1d - INFO - ak.get_gfex_daily('2025-09-29') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250929 ... 82180 82500 CU
1 1 CU2511 20250929 ... 82070 82540 CU
2 2 CU2512 20250929 ... 82100 82540 CU
3 3 CU2601 20250929 ... 82020 82530 CU
4 4 CU2602 20250929 ... 82030 82490 CU
5 5 CU2603 20250929 ... 81970 82420 CU
6 6 CU2604 20250929 ... 81960 82450 CU
7 7 CU2605 20250929 ... 82020 82500 CU
8 8 CU2606 20250929 ... 81880 82380 CU
9 9 CU2607 20250929 ... 81790 82200 CU
10 10 CU2608 20250929 ... 81840 82220 CU
11 11 CU2609 20250929 ... 81780 82110 CU
12 12 BC2510 20250929 ... 72820 73250 BC
13 13 BC2511 20250929 ... 73040 73420 BC
14 14 BC2512 20250929 ... 73080 73550 BC
15 15 BC2601 20250929 ... 73160 73160 BC
16 16 BC2602 20250929 ... 73080 73820 BC
17 17 BC2603 20250929 ... 73290 73000 BC
18 18 BC2604 20250929 ... 73000 73000 BC
19 19 BC2605 20250929 ... 72900 72900 BC
20 20 BC2606 20250929 ... 72960 72960 BC
21 21 BC2607 20250929 ... 72900 72840 BC
22 22 BC2608 20250929 ... 73000 73000 BC
23 23 BC2609 20250929 ... 73000 73000 BC
24 24 AL2510 20250929 ... 20695 20765 AL
25 25 AL2511 20250929 ... 20705 20775 AL
26 26 AL2512 20250929 ... 20710 20780 AL
27 27 AL2601 20250929 ... 20715 20780 AL
28 28 AL2602 20250929 ... 20710 20785 AL
29 29 AL2603 20250929 ... 20740 20810 AL
30 30 AL2604 20250929 ... 20780 20840 AL
31 31 AL2605 20250929 ... 20785 20845 AL
32 32 AL2606 20250929 ... 20785 20840 AL
33 33 AL2607 20250929 ... 20775 20860 AL
34 34 AL2608 20250929 ... 20790 20840 AL
35 35 AL2609 20250929 ... 20800 20860 AL
36 36 ZN2510 20250929 ... 21705 22010 ZN
37 37 ZN2511 20250929 ... 21755 22035 ZN
38 38 ZN2512 20250929 ... 21770 22040 ZN
39 39 ZN2601 20250929 ... 21800 22055 ZN
40 40 ZN2602 20250929 ... 21830 22085 ZN
41 41 ZN2603 20250929 ... 21845 22115 ZN
42 42 ZN2604 20250929 ... 21890 22145 ZN
43 43 ZN2605 20250929 ... 21925 22170 ZN
44 44 ZN2606 20250929 ... 21930 22215 ZN
45 45 ZN2607 20250929 ... 21965 22220 ZN
46 46 ZN2608 20250929 ... 21985 22270 ZN
47 47 ZN2609 20250929 ... 22075 22255 ZN
48 48 PB2510 20250929 ... 16965 17055 PB
49 49 PB2511 20250929 ... 16965 17090 PB
50 50 PB2512 20250929 ... 16980 17110 PB
51 51 PB2601 20250929 ... 16990 17125 PB
52 52 PB2602 20250929 ... 16960 17135 PB
53 53 PB2603 20250929 ... 16970 17145 PB
54 54 PB2604 20250929 ... 17015 17150 PB
55 55 PB2605 20250929 ... 17045 17150 PB
56 56 PB2606 20250929 ... 17025 17220 PB
57 57 PB2607 20250929 ... 17175 17175 PB
58 58 PB2608 20250929 ... 17080 17210 PB
59 59 PB2609 20250929 ... 17230 17230 PB
60 60 NI2510 20250929 ... 120770 121620 NI
61 61 NI2511 20250929 ... 121050 121840 NI
62 62 NI2512 20250929 ... 121260 121970 NI
63 63 NI2601 20250929 ... 121460 122210 NI
64 64 NI2602 20250929 ... 121730 122270 NI
65 65 NI2603 20250929 ... 121850 122550 NI
66 66 NI2604 20250929 ... 122110 122830 NI
67 67 NI2605 20250929 ... 122330 123060 NI
68 68 NI2606 20250929 ... 122550 123250 NI
69 69 NI2607 20250929 ... 122790 123370 NI
70 70 NI2608 20250929 ... 123120 123860 NI
71 71 NI2609 20250929 ... 123490 124150 NI
72 72 SN2510 20250929 ... 272130 273130 SN
73 73 SN2511 20250929 ... 272520 273550 SN
74 74 SN2512 20250929 ... 272770 273960 SN
75 75 SN2601 20250929 ... 272990 273970 SN
76 76 SN2602 20250929 ... 272820 274200 SN
77 77 SN2603 20250929 ... 272840 274160 SN
78 78 SN2604 20250929 ... 273300 274280 SN
79 79 SN2605 20250929 ... 273470 274930 SN
80 80 SN2606 20250929 ... 274360 274760 SN
81 81 SN2607 20250929 ... 274550 274780 SN
82 82 SN2608 20250929 ... 274910 275430 SN
83 83 SN2609 20250929 ... 274820 275640 SN
84 84 AO2510 20250929 ... 2850 2871 AO
85 85 AO2511 20250929 ... 2866 2904 AO
86 86 AO2512 20250929 ... 2884 2902 AO
87 87 AO2601 20250929 ... 2893 2916 AO
88 88 AO2602 20250929 ... 2904 2928 AO
89 89 AO2603 20250929 ... 2976 2991 AO
90 90 AO2604 20250929 ... 2986 3001 AO
91 91 AO2605 20250929 ... 2987 3007 AO
92 92 AO2606 20250929 ... 2997 3015 AO
93 93 AO2607 20250929 ... 3001 3021 AO
94 94 AO2608 20250929 ... 3009 3031 AO
95 95 AO2609 20250929 ... 3027 3048 AO
96 96 AD2511 20250929 ... 20215 20315 AD
97 97 AD2512 20250929 ... 20280 20370 AD
98 98 AD2601 20250929 ... 20310 20385 AD
99 99 AD2602 20250929 ... 20320 20410 AD
100 100 AD2603 20250929 ... 20335 20300 AD
101 101 AD2604 20250929 ... 20320 20320 AD
102 102 AD2605 20250929 ... 20310 20320 AD
103 103 AD2606 20250929 ... 20330 20385 AD
104 104 AD2607 20250929 ... 20510 20510 AD
105 105 AD2608 20250929 ... 20515 20515 AD
106 106 AD2609 20250929 ... 20335 20335 AD
107 107 AU2510 20250929 ... 858 851.5 AU
108 108 AU2511 20250929 ... 858.82 853.38 AU
109 109 AU2512 20250929 ... 861.66 855 AU
110 110 AU2602 20250929 ... 863.72 857.82 AU
111 111 AU2604 20250929 ... 865.32 859.92 AU
112 112 AU2606 20250929 ... 868.74 862.34 AU
113 113 AU2608 20250929 ... 871.46 865.8 AU
114 114 AU2610 20250929 ... 874.82 868.42 AU
115 115 AG2510 20250929 ... 10776 10483 AG
116 116 AG2511 20250929 ... 10819 10509 AG
117 117 AG2512 20250929 ... 10835 10526 AG
118 118 AG2601 20250929 ... 10830 10528 AG
119 119 AG2602 20250929 ... 10855 10542 AG
120 120 AG2603 20250929 ... 10850 10527 AG
121 121 AG2604 20250929 ... 10870 10545 AG
122 122 AG2605 20250929 ... 10879 10553 AG
123 123 AG2606 20250929 ... 10888 10553 AG
124 124 AG2607 20250929 ... 10914 10548 AG
125 125 AG2608 20250929 ... 10902 10572 AG
126 126 AG2609 20250929 ... 10935 10613 AG
127 127 RB2510 20250929 ... 3016 3050 RB
128 128 RB2511 20250929 ... 3032 3083 RB
129 129 RB2512 20250929 ... 3090 3121 RB
130 130 RB2601 20250929 ... 3107 3139 RB
131 131 RB2602 20250929 ... 3111 3139 RB
132 132 RB2603 20250929 ... 3125 3157 RB
133 133 RB2604 20250929 ... 3146 3177 RB
134 134 RB2605 20250929 ... 3164 3197 RB
135 135 RB2606 20250929 ... 3182 3210 RB
136 136 RB2607 20250929 ... 3188 3217 RB
137 137 RB2608 20250929 ... 3194 3220 RB
138 138 RB2609 20250929 ... 3200 3232 RB
139 139 WR2510 20250929 ... 3205 3219 WR
140 140 WR2511 20250929 ... 3300 3329 WR
141 141 WR2512 20250929 ... 3309 3324 WR
142 142 WR2601 20250929 ... 3314 3342 WR
143 143 WR2602 20250929 ... 3301 3400 WR
144 144 WR2603 20250929 ... 3351 3351 WR
145 145 WR2604 20250929 ... 3340 3370 WR
146 146 WR2605 20250929 ... 3386 3386 WR
147 147 WR2606 20250929 ... 3367 3383 WR
148 148 WR2607 20250929 ... 3390 3390 WR
149 149 WR2608 20250929 ... 3378 3385 WR
150 150 WR2609 20250929 ... 3458 3458 WR
151 151 HC2510 20250929 ... 3395 3404 HC
152 152 HC2511 20250929 ... 3352 3385 HC
153 153 HC2512 20250929 ... 3335 3358 HC
154 154 HC2601 20250929 ... 3304 3330 HC
155 155 HC2602 20250929 ... 3304 3330 HC
156 156 HC2603 20250929 ... 3306 3333 HC
157 157 HC2604 20250929 ... 3311 3337 HC
158 158 HC2605 20250929 ... 3310 3337 HC
159 159 HC2606 20250929 ... 3316 3346 HC
160 160 HC2607 20250929 ... 3318 3355 HC
161 161 HC2608 20250929 ... 3327 3359 HC
162 162 HC2609 20250929 ... 3333 3364 HC
163 163 SS2510 20250929 ... 12670 12735 SS
164 164 SS2511 20250929 ... 12785 12850 SS
165 165 SS2512 20250929 ... 12810 12890 SS
166 166 SS2601 20250929 ... 12880 12950 SS
167 167 SS2602 20250929 ... 12930 12985 SS
168 168 SS2603 20250929 ... 13035 13100 SS
169 169 SS2604 20250929 ... 13100 13160 SS
170 170 SS2605 20250929 ... 13170 13240 SS
171 171 SS2606 20250929 ... 13230 13305 SS
172 172 SS2607 20250929 ... 13290 13350 SS
173 173 SS2608 20250929 ... 13350 13400 SS
174 174 SS2609 20250929 ... 13410 13465 SS
175 175 SC2510 20250929 ... 486.4 487.5 SC
176 176 SC2511 20250929 ... 494.5 489.1 SC
177 177 SC2512 20250929 ... 495.1 490.8 SC
178 178 SC2601 20250929 ... 494.9 490.7 SC
179 179 SC2602 20250929 ... 493.7 489.9 SC
180 180 SC2603 20250929 ... 491.7 490 SC
181 181 SC2604 20250929 ... 490.3 490.3 SC
182 182 SC2605 20250929 ... 489.6 491.2 SC
183 183 SC2606 20250929 ... 490 488.9 SC
184 184 SC2607 20250929 ... 490.4 484.9 SC
185 185 SC2608 20250929 ... 492.8 486.6 SC
186 186 SC2609 20250929 ... 489 483.8 SC
187 187 SC2612 20250929 ... 475.2 479.5 SC
188 188 SC2703 20250929 ... 472.1 473.1 SC
189 189 SC2706 20250929 ... 477 477 SC
190 190 SC2709 20250929 ... 477 477 SC
191 191 SC2712 20250929 ... 479.2 475.9 SC
192 192 SC2803 20250929 ... 475.1 475 SC
193 193 SC2806 20250929 ... 473.5 473.8 SC
194 194 SC2809 20250929 ... 472.1 472.1 SC
195 195 LU2510 20250929 ... 3450 3450 LU
196 196 LU2511 20250929 ... 3482 3470 LU
197 197 LU2512 20250929 ... 3494 3471 LU
198 198 LU2601 20250929 ... 3481 3459 LU
199 199 LU2602 20250929 ... 3455 3440 LU
200 200 LU2603 20250929 ... 3456 3425 LU
201 201 LU2604 20250929 ... 3439 3407 LU
202 202 LU2605 20250929 ... 3440 3437 LU
203 203 LU2606 20250929 ... 3459 3427 LU
204 204 LU2607 20250929 ... 3439 3418 LU
205 205 LU2608 20250929 ... 3420 3392 LU
206 206 LU2609 20250929 ... 3409 3379 LU
207 207 FU2510 20250929 ... 3025 2991 FU
208 208 FU2511 20250929 ... 3057 3002 FU
209 209 FU2512 20250929 ... 2977 2942 FU
210 210 FU2601 20250929 ... 2937 2914 FU
211 211 FU2602 20250929 ... 2912 2893 FU
212 212 FU2603 20250929 ... 2900 2880 FU
213 213 FU2604 20250929 ... 2885 2857 FU
214 214 FU2605 20250929 ... 2870 2843 FU
215 215 FU2606 20250929 ... 2849 2833 FU
216 216 FU2607 20250929 ... 2818 2797 FU
217 217 FU2608 20250929 ... 2785 2769 FU
218 218 FU2609 20250929 ... 2764 2748 FU
219 219 BU2510 20250929 ... 3471 3472 BU
220 220 BU2511 20250929 ... 3454 3451 BU
221 221 BU2512 20250929 ... 3411 3408 BU
222 222 BU2601 20250929 ... 3395 3387 BU
223 223 BU2602 20250929 ... 3399 3389 BU
224 224 BU2603 20250929 ... 3412 3407 BU
225 225 BU2604 20250929 ... 3400 3373 BU
226 226 BU2605 20250929 ... 3412 3416 BU
227 227 BU2606 20250929 ... 3403 3404 BU
228 228 BU2607 20250929 ... 3407 3407 BU
229 229 BU2608 20250929 ... 3394 3384 BU
230 230 BU2609 20250929 ... 3396 3386 BU
231 231 BU2612 20250929 ... 3337 3340 BU
232 232 BU2703 20250929 ... 3347 3329 BU
233 233 BU2706 20250929 ... 3346 3347 BU
234 234 BU2709 20250929 ... 3360 3354 BU
235 235 BR2510 20250929 ... 11320 11385 BR
236 236 BR2511 20250929 ... 11285 11360 BR
237 237 BR2512 20250929 ... 11280 11365 BR
238 238 BR2601 20250929 ... 11270 11340 BR
239 239 BR2602 20250929 ... 11245 11330 BR
240 240 BR2603 20250929 ... 11355 11355 BR
241 241 BR2604 20250929 ... 11320 11385 BR
242 242 BR2605 20250929 ... 11345 11430 BR
243 243 BR2606 20250929 ... 11350 11440 BR
244 244 BR2607 20250929 ... 11490 11635 BR
245 245 BR2608 20250929 ... 11490 11610 BR
246 246 BR2609 20250929 ... 11565 11675 BR
247 247 RU2510 20250929 ... 14475 14530 RU
248 248 RU2511 20250929 ... 14475 14555 RU
249 249 RU2601 20250929 ... 15340 15425 RU
250 250 RU2603 20250929 ... 15325 15425 RU
251 251 RU2604 20250929 ... 15335 15425 RU
252 252 RU2605 20250929 ... 15305 15395 RU
253 253 RU2606 20250929 ... 15240 15400 RU
254 254 RU2607 20250929 ... 15350 15395 RU
255 255 RU2608 20250929 ... 15410 15405 RU
256 256 RU2609 20250929 ... 15290 15370 RU
257 257 NR2510 20250929 ... 12370 12320 NR
258 258 NR2511 20250929 ... 12370 12350 NR
259 259 NR2512 20250929 ... 12375 12375 NR
260 260 NR2601 20250929 ... 12405 12395 NR
261 261 NR2602 20250929 ... 12405 12380 NR
262 262 NR2603 20250929 ... 12365 12455 NR
263 263 NR2604 20250929 ... 12435 12390 NR
264 264 NR2605 20250929 ... 12425 12460 NR
265 265 NR2606 20250929 ... 12430 12465 NR
266 266 NR2607 20250929 ... 12550 12650 NR
267 267 NR2608 20250929 ... 12555 12685 NR
268 268 NR2609 20250929 ... 12510 12510 NR
269 269 SP2510 20250929 ... 4866 5000 SP
270 270 SP2511 20250929 ... 4922 5034 SP
271 271 SP2512 20250929 ... 4940 5050 SP
272 272 SP2601 20250929 ... 5204 5290 SP
273 273 SP2602 20250929 ... 5202 5282 SP
274 274 SP2603 20250929 ... 5218 5302 SP
275 275 SP2604 20250929 ... 5250 5312 SP
276 276 SP2605 20250929 ... 5242 5308 SP
277 277 SP2606 20250929 ... 5248 5296 SP
278 278 SP2607 20250929 ... 5244 5300 SP
279 279 SP2608 20250929 ... 5262 5316 SP
280 280 SP2609 20250929 ... 5258 5318 SP
281 281 OP2601 20250929 ... 4232 4232 OP
282 282 OP2602 20250929 ... 4228 4228 OP
283 283 OP2603 20250929 ... 4250 4260 OP
284 284 OP2604 20250929 ... 4262 4274 OP
285 285 OP2605 20250929 ... 4266 4266 OP
286 286 OP2606 20250929 ... 4236 4236 OP
287 287 OP2607 20250929 ... 4238 4238 OP
288 288 OP2608 20250929 ... 4238 4240 OP
289 289 OP2609 20250929 ... 4330 4334 OP
290 290 EC2510 20250929 ... 1122 1150.8 EC
291 291 EC2512 20250929 ... 1735 1780.6 EC
292 292 EC2602 20250929 ... 1644.7 1691.9 EC
293 293 EC2604 20250929 ... 1253.1 1279.1 EC
294 294 EC2606 20250929 ... 1453.8 1482.6 EC
295 295 EC2608 20250929 ... 1598.9 1631 EC
296 296 SC_TAS2511 20250929 ... SC_TAS
297 297 SC_TAS2512 20250929 ... SC_TAS
298 298 SC_TAS2601 20250929 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 18:26:01,260 - future_1d - INFO - ak.get_shfe_daily('2025-09-29') done
2025-10-10 18:26:03,036 - future_1d - INFO - save future_daily 2025-09-29 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250930 8654.0 9188.0 ... 60296.16 8739.0 8647.0 AP
1 AP511 20250930 8508.0 8600.0 ... 20921.98 8550.0 8444.0 AP
2 AP512 20250930 8469.0 8570.0 ... 3388.44 8535.0 8453.0 AP
3 AP601 20250930 8512.0 8630.0 ... 836435.36 8577.0 8513.0 AP
4 AP603 20250930 8377.0 8442.0 ... 1253.61 8413.0 8349.0 AP
5 AP604 20250930 8368.0 8421.0 ... 142.64 8390.0 8339.0 AP
6 AP605 20250930 8368.0 8450.0 ... 8622.75 8429.0 8371.0 AP
7 CF511 20250930 13330.0 13330.0 ... 270526.29 13225.0 13345.0 CF
8 CF601 20250930 13325.0 13340.0 ... 2087881.67 13245.0 13365.0 CF
9 CF603 20250930 13300.0 13300.0 ... 7061.79 13235.0 13355.0 CF
10 CF605 20250930 13345.0 13345.0 ... 364324.46 13265.0 13370.0 CF
11 CF607 20250930 13375.0 13375.0 ... 2311.00 13280.0 13400.0 CF
12 CF609 20250930 13480.0 13495.0 ... 2271.10 13440.0 13540.0 CF
13 CJ512 20250930 10850.0 10885.0 ... 4345.82 10715.0 10910.0 CJ
14 CJ601 20250930 10920.0 10950.0 ... 702285.44 10790.0 10955.0 CJ
15 CJ603 20250930 10870.0 10905.0 ... 11986.93 10725.0 10945.0 CJ
16 CJ605 20250930 10980.0 11000.0 ... 107221.41 10835.0 11020.0 CJ
17 CJ607 20250930 11065.0 11080.0 ... 5336.45 10900.0 11110.0 CJ
18 CJ609 20250930 11185.0 11210.0 ... 3257.73 11025.0 11245.0 CJ
19 CY510 20250930 0.0 0.0 ... 0.00 19465.0 19600.0 CY
20 CY511 20250930 19475.0 19495.0 ... 121116.60 19395.0 19530.0 CY
21 CY512 20250930 0.0 0.0 ... 0.00 19310.0 19415.0 CY
22 CY601 20250930 19440.0 19440.0 ... 2023.68 19365.0 19505.0 CY
23 CY602 20250930 0.0 0.0 ... 0.00 19485.0 19600.0 CY
24 CY603 20250930 0.0 0.0 ... 0.00 19730.0 19775.0 CY
25 CY604 20250930 0.0 0.0 ... 0.00 19485.0 19545.0 CY
26 CY605 20250930 19445.0 19470.0 ... 38.91 19455.0 19575.0 CY
27 CY606 20250930 0.0 0.0 ... 0.00 19485.0 19555.0 CY
28 CY607 20250930 0.0 0.0 ... 0.00 19850.0 19915.0 CY
29 CY608 20250930 0.0 0.0 ... 0.00 19550.0 19735.0 CY
30 CY609 20250930 0.0 0.0 ... 0.00 19805.0 19885.0 CY
31 FG510 20250930 1100.0 1120.0 ... 3881.29 1108.0 1117.0 FG
32 FG511 20250930 1107.0 1124.0 ... 163782.13 1112.0 1112.0 FG
33 FG512 20250930 1228.0 1244.0 ... 78257.85 1232.0 1230.0 FG
34 FG601 20250930 1224.0 1244.0 ... 4198546.07 1230.0 1229.0 FG
35 FG602 20250930 1283.0 1300.0 ... 27781.12 1286.0 1285.0 FG
36 FG603 20250930 1284.0 1300.0 ... 1945.17 1286.0 1287.0 FG
37 FG604 20250930 1350.0 1360.0 ... 716.47 1347.0 1348.0 FG
38 FG605 20250930 1342.0 1358.0 ... 102598.59 1344.0 1347.0 FG
39 FG606 20250930 1376.0 1388.0 ... 2183.60 1380.0 1378.0 FG
40 FG607 20250930 1368.0 1381.0 ... 3051.97 1372.0 1372.0 FG
41 FG608 20250930 1418.0 1425.0 ... 598.92 1413.0 1418.0 FG
42 FG609 20250930 1417.0 1427.0 ... 4165.29 1414.0 1420.0 FG
43 JR511 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250930 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250930 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250930 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250930 2272.0 2272.0 ... 2711.56 2254.0 2261.0 MA
52 MA511 20250930 2293.0 2297.0 ... 111051.90 2285.0 2298.0 MA
53 MA512 20250930 2335.0 2339.0 ... 121405.42 2322.0 2335.0 MA
54 MA601 20250930 2357.0 2360.0 ... 1019368.64 2340.0 2356.0 MA
55 MA602 20250930 2386.0 2387.0 ... 66650.25 2369.0 2383.0 MA
56 MA603 20250930 2388.0 2389.0 ... 524.20 2383.0 2396.0 MA
57 MA604 20250930 2378.0 2386.0 ... 35.69 2379.0 2392.0 MA
58 MA605 20250930 2390.0 2390.0 ... 68396.86 2373.0 2386.0 MA
59 MA606 20250930 2383.0 2383.0 ... 4.76 2381.0 2396.0 MA
60 MA607 20250930 2361.0 2361.0 ... 61.16 2352.0 2366.0 MA
61 MA608 20250930 2358.0 2359.0 ... 14.14 2356.0 2373.0 MA
62 MA609 20250930 2340.0 2340.0 ... 1702.43 2335.0 2347.0 MA
63 OI511 20250930 10231.0 10249.0 ... 454149.03 10215.0 10288.0 OI
64 OI601 20250930 10077.0 10083.0 ... 1823926.01 10046.0 10128.0 OI
65 OI603 20250930 9838.0 9854.0 ... 29618.45 9827.0 9870.0 OI
66 OI605 20250930 9578.0 9582.0 ... 89584.73 9522.0 9615.0 OI
67 OI607 20250930 9502.0 9512.0 ... 227.37 9474.0 9555.0 OI
68 OI609 20250930 9442.0 9466.0 ... 508.48 9416.0 9491.0 OI
69 PF510 20250930 6316.0 6316.0 ... 2255.92 6266.0 6318.0 PF
70 PF511 20250930 6322.0 6332.0 ... 575263.51 6274.0 6326.0 PF
71 PF512 20250930 6286.0 6290.0 ... 300667.05 6240.0 6294.0 PF
72 PF601 20250930 6328.0 6334.0 ... 38697.86 6282.0 6340.0 PF
73 PF602 20250930 6332.0 6338.0 ... 109458.18 6274.0 6340.0 PF
74 PF603 20250930 6336.0 6336.0 ... 286.36 6294.0 6352.0 PF
75 PF604 20250930 6364.0 6364.0 ... 25.38 6346.0 6422.0 PF
76 PF605 20250930 6394.0 6394.0 ... 57.16 6352.0 6430.0 PF
77 PF606 20250930 6400.0 6400.0 ... 15.91 6362.0 6424.0 PF
78 PF607 20250930 0.0 0.0 ... 0.00 6400.0 6432.0 PF
79 PF608 20250930 6418.0 6418.0 ... 3.21 6418.0 6448.0 PF
80 PF609 20250930 6404.0 6404.0 ... 3.20 6404.0 6498.0 PF
81 PK510 20250930 7796.0 7796.0 ... 6876.31 7688.0 7800.0 PK
82 PK511 20250930 7816.0 7834.0 ... 384511.20 7770.0 7834.0 PK
83 PK512 20250930 7818.0 7828.0 ... 138264.68 7768.0 7826.0 PK
84 PK601 20250930 7814.0 7828.0 ... 69079.42 7782.0 7820.0 PK
85 PK603 20250930 7836.0 7836.0 ... 241.87 7802.0 7846.0 PK
86 PK604 20250930 7826.0 7828.0 ... 261.85 7816.0 7846.0 PK
87 PK605 20250930 7842.0 7848.0 ... 5509.65 7822.0 7846.0 PK
88 PL601 20250930 6371.0 6372.0 ... 38008.34 6343.0 6375.0 PL
89 PL602 20250930 6369.0 6399.0 ... 689.27 6382.0 6403.0 PL
90 PL603 20250930 6374.0 6395.0 ... 51.09 6387.0 6424.0 PL
91 PL604 20250930 6383.0 6383.0 ... 38.18 6363.0 6425.0 PL
92 PL605 20250930 6352.0 6353.0 ... 63.31 6331.0 6371.0 PL
93 PL606 20250930 6378.0 6378.0 ... 12.76 6378.0 6430.0 PL
94 PL607 20250930 6334.0 6334.0 ... 12.67 6334.0 6399.0 PL
95 PL608 20250930 0.0 0.0 ... 0.00 6440.0 6440.0 PL
96 PL609 20250930 0.0 0.0 ... 0.00 6490.0 6490.0 PL
97 PM511 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250930 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250930 5828.0 5828.0 ... 2493.66 5792.0 5828.0 PR
104 PR511 20250930 5790.0 5790.0 ... 623368.94 5754.0 5798.0 PR
105 PR512 20250930 5788.0 5788.0 ... 507644.12 5754.0 5802.0 PR
106 PR601 20250930 5792.0 5792.0 ... 191697.67 5748.0 5802.0 PR
107 PR602 20250930 5822.0 5822.0 ... 277.48 5782.0 5838.0 PR
108 PR603 20250930 5792.0 5814.0 ... 112.97 5794.0 5858.0 PR
109 PR604 20250930 5854.0 5854.0 ... 52.46 5830.0 5890.0 PR
110 PR605 20250930 5874.0 5874.0 ... 26.38 5864.0 5906.0 PR
111 PR606 20250930 0.0 0.0 ... 0.00 5902.0 5940.0 PR
112 PR607 20250930 0.0 0.0 ... 0.00 5904.0 5940.0 PR
113 PR608 20250930 0.0 0.0 ... 0.00 5906.0 5918.0 PR
114 PR609 20250930 0.0 0.0 ... 0.00 5904.0 5908.0 PR
115 PX510 20250930 6624.0 6624.0 ... 16806.69 6620.0 6632.0 PX
116 PX511 20250930 6654.0 6664.0 ... 622492.93 6566.0 6664.0 PX
117 PX512 20250930 6638.0 6638.0 ... 270854.29 6558.0 6650.0 PX
118 PX601 20250930 6612.0 6632.0 ... 135776.97 6562.0 6640.0 PX
119 PX602 20250930 6642.0 6642.0 ... 16461.99 6570.0 6648.0 PX
120 PX603 20250930 6622.0 6622.0 ... 6.58 6584.0 6634.0 PX
121 PX604 20250930 6620.0 6620.0 ... 3.31 6620.0 6620.0 PX
122 PX605 20250930 6626.0 6646.0 ... 1102.30 6602.0 6670.0 PX
123 PX606 20250930 6600.0 6600.0 ... 3.30 6600.0 6656.0 PX
124 PX607 20250930 0.0 0.0 ... 0.00 6636.0 6646.0 PX
125 PX608 20250930 0.0 0.0 ... 0.00 6644.0 6686.0 PX
126 PX609 20250930 6578.0 6578.0 ... 3.29 6578.0 6714.0 PX
127 RI511 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250930 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250930 2480.0 2497.0 ... 8139.49 2490.0 2472.0 RM
134 RM601 20250930 2422.0 2440.0 ... 528254.87 2427.0 2413.0 RM
135 RM603 20250930 2337.0 2351.0 ... 5692.14 2339.0 2338.0 RM
136 RM605 20250930 2325.0 2334.0 ... 74064.09 2325.0 2328.0 RM
137 RM607 20250930 2316.0 2325.0 ... 4560.66 2316.0 2319.0 RM
138 RM608 20250930 2420.0 2425.0 ... 210.34 2418.0 2419.0 RM
139 RM609 20250930 2410.0 2415.0 ... 1103.17 2409.0 2408.0 RM
140 RS511 20250930 5283.0 5309.0 ... 73.95 5282.0 5318.0 RS
141 RS607 20250930 5597.0 5597.0 ... 11.19 5597.0 5568.0 RS
142 RS608 20250930 5530.0 5530.0 ... 11.04 5520.0 5565.0 RS
143 RS609 20250930 5587.0 5587.0 ... 11.12 5561.0 5561.0 RS
144 SA510 20250930 1190.0 1197.0 ... 10378.71 1184.0 1201.0 SA
145 SA511 20250930 1204.0 1211.0 ... 303831.37 1200.0 1209.0 SA
146 SA512 20250930 1268.0 1274.0 ... 226952.20 1263.0 1272.0 SA
147 SA601 20250930 1276.0 1285.0 ... 1993194.14 1272.0 1284.0 SA
148 SA602 20250930 1308.0 1315.0 ... 125572.31 1306.0 1311.0 SA
149 SA603 20250930 1314.0 1322.0 ... 5678.87 1310.0 1322.0 SA
150 SA604 20250930 1361.0 1365.0 ... 3056.60 1356.0 1365.0 SA
151 SA605 20250930 1363.0 1373.0 ... 76670.24 1363.0 1373.0 SA
152 SA606 20250930 1384.0 1389.0 ... 540.73 1379.0 1389.0 SA
153 SA607 20250930 1387.0 1390.0 ... 1188.55 1379.0 1391.0 SA
154 SA608 20250930 1420.0 1427.0 ... 416.61 1417.0 1428.0 SA
155 SA609 20250930 1428.0 1434.0 ... 2912.70 1424.0 1434.0 SA
156 SF510 20250930 5426.0 5438.0 ... 2701.47 5356.0 5402.0 SF
157 SF511 20250930 5610.0 5640.0 ... 531899.90 5534.0 5590.0 SF
158 SF512 20250930 5530.0 5610.0 ... 112661.52 5506.0 5574.0 SF
159 SF601 20250930 5586.0 5600.0 ... 210276.13 5504.0 5558.0 SF
160 SF602 20250930 5524.0 5540.0 ... 25776.54 5462.0 5524.0 SF
161 SF603 20250930 5654.0 5672.0 ... 273.31 5636.0 5704.0 SF
162 SF604 20250930 5622.0 5622.0 ... 2.81 5622.0 5708.0 SF
163 SF605 20250930 5684.0 5684.0 ... 4323.82 5608.0 5684.0 SF
164 SF606 20250930 5602.0 5612.0 ... 145.05 5580.0 5644.0 SF
165 SF607 20250930 5760.0 5776.0 ... 103.36 5742.0 5802.0 SF
166 SF608 20250930 5734.0 5734.0 ... 8.60 5734.0 5774.0 SF
167 SF609 20250930 5728.0 5728.0 ... 17.14 5714.0 5760.0 SF
168 SH510 20250930 2449.0 2510.0 ... 10358.01 2484.0 2453.0 SH
169 SH511 20250930 2479.0 2504.0 ... 281768.52 2484.0 2479.0 SH
170 SH512 20250930 2517.0 2541.0 ... 140798.43 2525.0 2519.0 SH
171 SH601 20250930 2511.0 2531.0 ... 1314763.35 2515.0 2513.0 SH
172 SH602 20250930 2535.0 2558.0 ... 44008.96 2545.0 2539.0 SH
173 SH603 20250930 2545.0 2568.0 ... 3457.96 2561.0 2553.0 SH
174 SH604 20250930 2590.0 2610.0 ... 202.95 2602.0 2597.0 SH
175 SH605 20250930 2603.0 2619.0 ... 10852.91 2606.0 2604.0 SH
176 SH606 20250930 2608.0 2634.0 ... 118.25 2628.0 2609.0 SH
177 SH607 20250930 2604.0 2629.0 ... 47.15 2619.0 2604.0 SH
178 SH608 20250930 2616.0 2641.0 ... 78.94 2631.0 2627.0 SH
179 SH609 20250930 2650.0 2650.0 ... 39.68 2645.0 2644.0 SH
180 SM510 20250930 5690.0 5690.0 ... 1942.24 5646.0 5684.0 SM
181 SM511 20250930 5790.0 5818.0 ... 228078.39 5750.0 5786.0 SM
182 SM512 20250930 5808.0 5820.0 ... 94951.87 5752.0 5802.0 SM
183 SM601 20250930 5818.0 5832.0 ... 508647.04 5768.0 5802.0 SM
184 SM602 20250930 5812.0 5840.0 ... 119190.72 5776.0 5812.0 SM
185 SM603 20250930 5832.0 5832.0 ... 1241.10 5786.0 5832.0 SM
186 SM604 20250930 5780.0 5800.0 ... 11.58 5790.0 5874.0 SM
187 SM605 20250930 5852.0 5858.0 ... 18042.19 5808.0 5838.0 SM
188 SM606 20250930 5808.0 5824.0 ... 17.44 5814.0 5840.0 SM
189 SM607 20250930 5824.0 5838.0 ... 43.67 5824.0 5864.0 SM
190 SM608 20250930 0.0 0.0 ... 0.00 5848.0 5880.0 SM
191 SM609 20250930 5870.0 5890.0 ... 2567.40 5842.0 5868.0 SM
192 SR511 20250930 5502.0 5544.0 ... 176512.48 5527.0 5519.0 SR
193 SR601 20250930 5478.0 5504.0 ... 860048.13 5490.0 5489.0 SR
194 SR603 20250930 5464.0 5484.0 ... 2586.40 5468.0 5473.0 SR
195 SR605 20250930 5434.0 5463.0 ... 60961.36 5450.0 5448.0 SR
196 SR607 20250930 5443.0 5456.0 ... 3895.77 5441.0 5447.0 SR
197 SR609 20250930 5436.0 5457.0 ... 4317.42 5444.0 5449.0 SR
198 TA510 20250930 4606.0 4606.0 ... 25830.06 4544.0 4606.0 TA
199 TA511 20250930 4612.0 4620.0 ... 275267.45 4574.0 4626.0 TA
200 TA512 20250930 4630.0 4632.0 ... 146981.18 4584.0 4638.0 TA
201 TA601 20250930 4642.0 4644.0 ... 1365439.97 4598.0 4650.0 TA
202 TA602 20250930 4658.0 4658.0 ... 42887.93 4604.0 4664.0 TA
203 TA603 20250930 4664.0 4664.0 ... 429.84 4622.0 4676.0 TA
204 TA604 20250930 4626.0 4632.0 ... 20.80 4624.0 4662.0 TA
205 TA605 20250930 4690.0 4690.0 ... 47284.05 4640.0 4694.0 TA
206 TA606 20250930 0.0 0.0 ... 0.00 4652.0 4696.0 TA
207 TA607 20250930 4652.0 4652.0 ... 2.33 4652.0 4704.0 TA
208 TA608 20250930 0.0 0.0 ... 0.00 4690.0 4718.0 TA
209 TA609 20250930 4710.0 4716.0 ... 388.39 4680.0 4740.0 TA
210 UR510 20250930 1541.0 1564.0 ... 3756.60 1543.0 1541.0 UR
211 UR511 20250930 1636.0 1648.0 ... 55295.79 1639.0 1632.0 UR
212 UR512 20250930 1649.0 1661.0 ... 18717.68 1651.0 1646.0 UR
213 UR601 20250930 1660.0 1674.0 ... 333509.96 1666.0 1657.0 UR
214 UR602 20250930 1670.0 1684.0 ... 277.77 1673.0 1663.0 UR
215 UR603 20250930 1728.0 1728.0 ... 85.71 1714.0 1710.0 UR
216 UR604 20250930 1713.0 1716.0 ... 44.57 1714.0 1708.0 UR
217 UR605 20250930 1712.0 1723.0 ... 18807.02 1715.0 1708.0 UR
218 UR606 20250930 1715.0 1721.0 ... 113.28 1716.0 1709.0 UR
219 UR607 20250930 1743.0 1743.0 ... 3.49 1743.0 1743.0 UR
220 UR608 20250930 1728.0 1742.0 ... 13.90 1737.0 1737.0 UR
221 UR609 20250930 1737.0 1742.0 ... 236.18 1737.0 1730.0 UR
222 WH511 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250930 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250930 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 18:26:09,061 - future_1d - INFO - ak.get_czce_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 IC2510 20250930 7350.200 ... 7394.200 7328.200 IC
1 IC2511 20250930 7295.000 ... 7332.800 7261.200 IC
2 IC2512 20250930 7252.000 ... 7288.800 7210.600 IC
3 IC2603 20250930 7075.200 ... 7115.800 7033.600 IC
4 IF2510 20250930 4628.200 ... 4637.200 4626.200 IF
5 IF2511 20250930 4629.600 ... 4627.400 4614.400 IF
6 IF2512 20250930 4615.000 ... 4621.200 4608.800 IF
7 IF2603 20250930 4589.000 ... 4596.200 4584.000 IF
8 IH2510 20250930 2982.000 ... 2988.600 2985.400 IH
9 IH2511 20250930 2986.000 ... 2987.000 2984.000 IH
10 IH2512 20250930 2984.000 ... 2988.600 2985.400 IH
11 IH2603 20250930 2984.000 ... 2989.400 2985.800 IH
12 IM2510 20250930 7494.000 ... 7556.400 7469.600 IM
13 IM2511 20250930 7434.800 ... 7484.200 7387.800 IM
14 IM2512 20250930 7360.000 ... 7408.400 7316.800 IM
15 IM2603 20250930 7142.200 ... 7184.200 7096.600 IM
16 T2512 20250930 107.645 ... 107.885 107.660 T
17 T2603 20250930 107.330 ... 107.565 107.340 T
18 T2606 20250930 107.205 ... 107.465 107.260 T
19 TF2512 20250930 105.495 ... 105.655 105.510 TF
20 TF2603 20250930 105.360 ... 105.525 105.395 TF
21 TF2606 20250930 105.380 ... 105.575 105.405 TF
22 TL2512 20250930 113.600 ... 114.000 113.790 TL
23 TL2603 20250930 113.160 ... 113.660 113.440 TL
24 TL2606 20250930 113.200 ... 113.640 113.480 TL
25 TS2512 20250930 102.320 ... 102.374 102.332 TS
26 TS2603 20250930 102.238 ... 102.282 102.244 TS
27 TS2606 20250930 102.278 ... 102.322 102.276 TS
[28 rows x 12 columns]
2025-10-10 18:26:09,446 - future_1d - INFO - ak.get_cffex_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 SC2510 20250930 480.1 ... 479.7 486.4 SC
1 SC2511 20250930 487.6 ... 480.5 494.5 SC
2 SC2512 20250930 489.6 ... 482 495.1 SC
3 SC2601 20250930 489.7 ... 481.6 494.9 SC
4 SC2602 20250930 487.4 ... 481.1 493.7 SC
5 SC2603 20250930 486.3 ... 480.5 491.7 SC
6 SC2604 20250930 486 ... 480.4 490.3 SC
7 SC2605 20250930 486 ... 482.3 489.6 SC
8 SC2606 20250930 484.8 ... 479.5 490 SC
9 SC2607 20250930 480.8 ... 478.7 490.4 SC
10 SC2608 20250930 481 ... 477.6 492.8 SC
11 SC2609 20250930 478.3 ... 478.3 489 SC
12 SC2612 20250930 473.1 ... 473.7 475.2 SC
13 SC2703 20250930 ... 472.1 472.1 SC
14 SC2706 20250930 ... 473 477 SC
15 SC2709 20250930 ... 476.2 477 SC
16 SC2712 20250930 ... 474 479.2 SC
17 SC2803 20250930 ... 475.1 475.1 SC
18 SC2806 20250930 466 ... 465.8 473.5 SC
19 SC2809 20250930 466 ... 465.9 472.1 SC
21 LU2510 20250930 ... 3450 3450 LU
22 LU2511 20250930 3455 ... 3402 3482 LU
23 LU2512 20250930 3455 ... 3417 3494 LU
24 LU2601 20250930 3443 ... 3398 3481 LU
25 LU2602 20250930 3424 ... 3400 3455 LU
26 LU2603 20250930 3418 ... 3375 3456 LU
27 LU2604 20250930 3377 ... 3371 3439 LU
28 LU2605 20250930 3386 ... 3358 3440 LU
29 LU2606 20250930 3375 ... 3361 3459 LU
30 LU2607 20250930 3369 ... 3353 3439 LU
31 LU2608 20250930 3351 ... 3329 3420 LU
32 LU2609 20250930 3350 ... 3317 3409 LU
34 NR2510 20250930 12420 ... 12200 12370 NR
35 NR2511 20250930 12420 ... 12240 12370 NR
36 NR2512 20250930 12440 ... 12255 12375 NR
37 NR2601 20250930 12440 ... 12285 12405 NR
38 NR2602 20250930 12340 ... 12260 12405 NR
39 NR2603 20250930 12405 ... 12280 12365 NR
40 NR2604 20250930 12385 ... 12285 12435 NR
41 NR2605 20250930 12380 ... 12350 12425 NR
42 NR2606 20250930 12415 ... 12415 12430 NR
43 NR2607 20250930 ... 12535 12550 NR
44 NR2608 20250930 ... 12555 12555 NR
45 NR2609 20250930 ... 12510 12510 NR
47 BC2510 20250930 73130 ... 73830 72820 BC
48 BC2511 20250930 73270 ... 74070 73040 BC
49 BC2512 20250930 74120 ... 74340 73080 BC
50 BC2601 20250930 ... 73700 73160 BC
51 BC2602 20250930 ... 73700 73080 BC
52 BC2603 20250930 74550 ... 74550 73290 BC
53 BC2604 20250930 ... 73400 73000 BC
54 BC2605 20250930 ... 72900 72900 BC
55 BC2606 20250930 ... 72960 72960 BC
56 BC2607 20250930 ... 72900 72900 BC
57 BC2608 20250930 ... 73280 73000 BC
58 BC2609 20250930 73400 ... 73400 73000 BC
60 EC2510 20250930 1112.2 ... 1122.1 1122 EC
61 EC2512 20250930 1748 ... 1719.1 1735 EC
62 EC2602 20250930 1647.5 ... 1628.2 1644.7 EC
63 EC2604 20250930 1240 ... 1243.6 1253.1 EC
64 EC2606 20250930 1440 ... 1445.6 1453.8 EC
65 EC2608 20250930 1590 ... 1595.7 1598.9 EC
68 SC_TAS2511 20250930 ... SC_TAS
69 SC_TAS2512 20250930 ... SC_TAS
70 SC_TAS2601 20250930 ... SC_TAS
[65 rows x 12 columns]
2025-10-10 18:26:09,511 - future_1d - INFO - ak.get_ine_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 a2511 20250930 3939.00 ... 3929.00 3931.00 A
1 a2601 20250930 3895.00 ... 3903.00 3897.00 A
2 a2603 20250930 3897.00 ... 3903.00 3897.00 A
3 a2605 20250930 3930.00 ... 3935.00 3929.00 A
4 a2607 20250930 3932.00 ... 3933.00 3927.00 A
5 a2609 20250930 3927.00 ... 3938.00 3932.00 A
6 b2510 20250930 3613.00 ... 3607.00 3628.00 B
7 b2511 20250930 3598.00 ... 3599.00 3605.00 B
8 b2512 20250930 3614.00 ... 3615.00 3629.00 B
9 b2601 20250930 3608.00 ... 3616.00 3629.00 B
10 b2602 20250930 3631.00 ... 3630.00 3641.00 B
11 b2603 20250930 3600.00 ... 3589.00 3606.00 B
12 b2604 20250930 3494.00 ... 3491.00 3508.00 B
13 b2605 20250930 3430.00 ... 3425.00 3440.00 B
14 b2606 20250930 3404.00 ... 3395.00 3412.00 B
15 b2607 20250930 3410.00 ... 3396.00 3414.00 B
16 b2608 20250930 3505.00 ... 3497.00 3513.00 B
17 b2609 20250930 3520.00 ... 3520.00 3530.00 B
18 bb2511 20250930 141.95 ... 141.90 141.75 BB
19 bb2601 20250930 146.85 ... 146.90 146.80 BB
20 bb2603 20250930 146.90 ... 147.05 147.00 BB
21 bb2605 20250930 0.00 ... 141.70 141.70 BB
22 bb2607 20250930 0.00 ... 146.45 146.45 BB
23 bb2609 20250930 0.00 ... 146.45 146.45 BB
24 bz2603 20250930 5880.00 ... 5801.00 5895.00 BZ
25 bz2604 20250930 5805.00 ... 5779.00 5880.00 BZ
26 bz2605 20250930 5830.00 ... 5808.00 5894.00 BZ
27 bz2606 20250930 0.00 ... 5878.00 5902.00 BZ
28 bz2607 20250930 0.00 ... 5874.00 5880.00 BZ
29 bz2608 20250930 0.00 ... 5836.00 5858.00 BZ
30 bz2609 20250930 0.00 ... 5884.00 5884.00 BZ
31 c2511 20250930 2154.00 ... 2147.00 2171.00 C
32 c2601 20250930 2134.00 ... 2128.00 2137.00 C
33 c2603 20250930 2147.00 ... 2141.00 2150.00 C
34 c2605 20250930 2201.00 ... 2198.00 2206.00 C
35 c2607 20250930 2214.00 ... 2210.00 2216.00 C
36 c2609 20250930 2228.00 ... 2226.00 2230.00 C
37 cs2511 20250930 2482.00 ... 2470.00 2486.00 CS
38 cs2601 20250930 2460.00 ... 2452.00 2461.00 CS
39 cs2603 20250930 2462.00 ... 2456.00 2463.00 CS
40 cs2605 20250930 2545.00 ... 2539.00 2548.00 CS
41 cs2607 20250930 2547.00 ... 2544.00 2553.00 CS
42 cs2609 20250930 2582.00 ... 2582.00 2585.00 CS
43 eb2510 20250930 6864.00 ... 6763.00 6888.00 EB
44 eb2511 20250930 6903.00 ... 6838.00 6939.00 EB
45 eb2512 20250930 6928.00 ... 6848.00 6948.00 EB
46 eb2601 20250930 6960.00 ... 6874.00 6987.00 EB
47 eb2602 20250930 6996.00 ... 6914.00 7020.00 EB
48 eb2603 20250930 7000.00 ... 6980.00 7043.00 EB
49 eb2604 20250930 7008.00 ... 6997.00 7108.00 EB
50 eb2605 20250930 7046.00 ... 6998.00 7099.00 EB
51 eb2606 20250930 7029.00 ... 7024.00 7152.00 EB
52 eb2607 20250930 7027.00 ... 7027.00 7153.00 EB
53 eb2608 20250930 7085.00 ... 7064.00 7178.00 EB
54 eb2609 20250930 7053.00 ... 7037.00 7177.00 EB
55 eg2510 20250930 4257.00 ... 4246.00 4268.00 EG
56 eg2511 20250930 4211.00 ... 4197.00 4217.00 EG
57 eg2512 20250930 4204.00 ... 4194.00 4218.00 EG
58 eg2601 20250930 4233.00 ... 4200.00 4225.00 EG
59 eg2602 20250930 4199.00 ... 4213.00 4233.00 EG
60 eg2603 20250930 4215.00 ... 4219.00 4237.00 EG
61 eg2604 20250930 4250.00 ... 4257.00 4262.00 EG
62 eg2605 20250930 4283.00 ... 4268.00 4287.00 EG
63 eg2606 20250930 4271.00 ... 4268.00 4270.00 EG
64 eg2607 20250930 0.00 ... 4300.00 4300.00 EG
65 eg2608 20250930 0.00 ... 4345.00 4346.00 EG
66 eg2609 20250930 0.00 ... 4315.00 4367.00 EG
67 fb2510 20250930 1261.00 ... 1269.00 1266.00 FB
68 fb2511 20250930 1251.50 ... 1251.00 1252.00 FB
69 fb2512 20250930 1252.00 ... 1247.50 1253.00 FB
70 fb2601 20250930 1254.00 ... 1251.50 1255.00 FB
71 fb2602 20250930 1253.00 ... 1253.00 1254.50 FB
72 fb2603 20250930 1238.50 ... 1240.00 1240.00 FB
73 fb2604 20250930 1273.50 ... 1272.50 1254.50 FB
74 fb2605 20250930 0.00 ... 1299.00 1299.00 FB
75 fb2606 20250930 0.00 ... 1276.50 1276.50 FB
76 fb2607 20250930 0.00 ... 1302.50 1302.50 FB
77 fb2608 20250930 0.00 ... 1308.00 1308.00 FB
78 fb2609 20250930 0.00 ... 1296.00 1296.00 FB
79 i2510 20250930 803.50 ... 799.50 803.50 I
80 i2511 20250930 803.50 ... 799.50 801.50 I
81 i2512 20250930 795.50 ... 792.50 794.00 I
82 i2601 20250930 785.00 ... 783.00 785.50 I
83 i2602 20250930 780.00 ... 778.00 780.50 I
84 i2603 20250930 774.50 ... 773.00 775.50 I
85 i2604 20250930 771.00 ... 769.00 771.50 I
86 i2605 20250930 763.00 ... 761.50 765.00 I
87 i2606 20250930 758.00 ... 756.50 760.00 I
88 i2607 20250930 753.50 ... 752.00 755.00 I
89 i2608 20250930 749.00 ... 747.50 750.50 I
90 i2609 20250930 744.00 ... 741.50 745.50 I
91 j2510 20250930 1579.50 ... 1587.00 1578.50 J
92 j2511 20250930 1590.50 ... 1589.50 1595.50 J
93 j2512 20250930 1622.50 ... 1622.00 1637.50 J
94 j2601 20250930 1650.00 ... 1645.50 1666.50 J
95 j2602 20250930 1676.50 ... 1676.50 1688.00 J
96 j2603 20250930 1698.00 ... 1698.00 1725.00 J
97 j2604 20250930 1767.00 ... 1766.00 1767.50 J
98 j2605 20250930 1798.50 ... 1790.50 1808.00 J
99 j2606 20250930 0.00 ... 1817.00 1830.50 J
100 j2607 20250930 0.00 ... 1833.50 1875.00 J
101 j2608 20250930 0.00 ... 1853.50 1869.50 J
102 j2609 20250930 1868.50 ... 1852.00 1890.50 J
103 jd2510 20250930 2921.00 ... 2911.00 2928.00 JD
104 jd2511 20250930 3006.00 ... 3018.00 3028.00 JD
105 jd2512 20250930 3179.00 ... 3180.00 3175.00 JD
106 jd2601 20250930 3352.00 ... 3353.00 3348.00 JD
107 jd2602 20250930 3099.00 ... 3105.00 3090.00 JD
108 jd2603 20250930 3122.00 ... 3125.00 3113.00 JD
109 jd2604 20250930 3243.00 ... 3247.00 3236.00 JD
110 jd2605 20250930 3390.00 ... 3399.00 3386.00 JD
111 jd2606 20250930 3226.00 ... 3236.00 3226.00 JD
112 jd2607 20250930 3478.00 ... 3481.00 3472.00 JD
113 jd2608 20250930 3930.00 ... 3935.00 3921.00 JD
114 jd2609 20250930 3803.00 ... 3809.00 3796.00 JD
115 jm2510 20250930 1009.50 ... 979.00 1010.50 JM
116 jm2511 20250930 1024.00 ... 1009.50 1034.50 JM
117 jm2512 20250930 1089.00 ... 1071.00 1102.50 JM
118 jm2601 20250930 1155.50 ... 1146.00 1171.50 JM
119 jm2602 20250930 1181.50 ... 1172.00 1194.00 JM
120 jm2603 20250930 1196.00 ... 1188.50 1216.00 JM
121 jm2604 20250930 1228.00 ... 1205.50 1233.50 JM
122 jm2605 20250930 1241.00 ... 1231.50 1258.50 JM
123 jm2606 20250930 1266.00 ... 1238.50 1270.00 JM
124 jm2607 20250930 1282.00 ... 1256.50 1292.00 JM
125 jm2608 20250930 1308.50 ... 1278.00 1310.00 JM
126 jm2609 20250930 1319.00 ... 1308.00 1333.50 JM
127 l2510 20250930 7066.00 ... 7039.00 7091.00 L
128 l2511 20250930 7121.00 ... 7100.00 7114.00 L
129 l2512 20250930 7150.00 ... 7134.00 7150.00 L
130 l2601 20250930 7170.00 ... 7156.00 7174.00 L
131 l2602 20250930 7156.00 ... 7152.00 7168.00 L
132 l2603 20250930 7163.00 ... 7163.00 7188.00 L
133 l2604 20250930 7207.00 ... 7207.00 7221.00 L
134 l2605 20250930 7192.00 ... 7194.00 7213.00 L
135 l2606 20250930 7196.00 ... 7193.00 7214.00 L
136 l2607 20250930 7212.00 ... 7212.00 7219.00 L
137 l2608 20250930 7233.00 ... 7235.00 7240.00 L
138 l2609 20250930 7219.00 ... 7217.00 7237.00 L
139 lg2511 20250930 811.50 ... 820.00 809.00 LG
140 lg2601 20250930 823.00 ... 824.50 820.50 LG
141 lg2603 20250930 830.00 ... 830.00 826.50 LG
142 lg2605 20250930 830.00 ... 830.50 827.50 LG
143 lg2607 20250930 832.00 ... 831.00 828.50 LG
144 lg2609 20250930 836.00 ... 834.00 820.50 LG
145 lh2511 20250930 12335.00 ... 12320.00 12345.00 LH
146 lh2601 20250930 12755.00 ... 12750.00 12835.00 LH
147 lh2603 20250930 12420.00 ... 12395.00 12450.00 LH
148 lh2605 20250930 12810.00 ... 12820.00 12845.00 LH
149 lh2607 20250930 13360.00 ... 13430.00 13360.00 LH
150 lh2609 20250930 13920.00 ... 13995.00 13980.00 LH
151 m2511 20250930 2905.00 ... 2907.00 2906.00 M
152 m2512 20250930 2945.00 ... 2945.00 2945.00 M
153 m2601 20250930 2938.00 ... 2933.00 2937.00 M
154 m2603 20250930 2910.00 ... 2900.00 2913.00 M
155 m2605 20250930 2742.00 ... 2741.00 2749.00 M
156 m2607 20250930 2727.00 ... 2725.00 2735.00 M
157 m2608 20250930 2852.00 ... 2846.00 2854.00 M
158 m2609 20250930 2851.00 ... 2850.00 2857.00 M
159 p2510 20250930 9114.00 ... 9058.00 9102.00 P
160 p2511 20250930 9178.00 ... 9142.00 9188.00 P
161 p2512 20250930 9164.00 ... 9156.00 9204.00 P
162 p2601 20250930 9204.00 ... 9190.00 9234.00 P
163 p2602 20250930 9170.00 ... 9176.00 9224.00 P
164 p2603 20250930 9166.00 ... 9152.00 9196.00 P
165 p2604 20250930 9076.00 ... 9076.00 9152.00 P
166 p2605 20250930 9030.00 ... 9004.00 9056.00 P
167 p2606 20250930 0.00 ... 8978.00 8978.00 P
168 p2607 20250930 8804.00 ... 8796.00 8880.00 P
169 p2608 20250930 8718.00 ... 8696.00 8770.00 P
170 p2609 20250930 8630.00 ... 8618.00 8676.00 P
171 pg2510 20250930 4426.00 ... 4443.00 4448.00 PG
172 pg2511 20250930 4280.00 ... 4295.00 4295.00 PG
173 pg2512 20250930 4200.00 ... 4202.00 4213.00 PG
174 pg2601 20250930 4130.00 ... 4132.00 4143.00 PG
175 pg2602 20250930 4065.00 ... 4064.00 4077.00 PG
176 pg2603 20250930 3983.00 ... 3981.00 3996.00 PG
177 pg2604 20250930 4323.00 ... 4332.00 4352.00 PG
178 pg2605 20250930 4251.00 ... 4253.00 4268.00 PG
179 pg2606 20250930 4191.00 ... 4199.00 4212.00 PG
180 pg2607 20250930 4130.00 ... 4139.00 4156.00 PG
181 pg2608 20250930 4074.00 ... 4081.00 4101.00 PG
182 pg2609 20250930 4055.00 ... 4082.00 4093.00 PG
183 pp2510 20250930 6797.00 ... 6758.00 6782.00 PP
184 pp2511 20250930 6821.00 ... 6801.00 6823.00 PP
185 pp2512 20250930 6860.00 ... 6839.00 6862.00 PP
186 pp2601 20250930 6898.00 ... 6873.00 6899.00 PP
187 pp2602 20250930 6867.00 ... 6866.00 6888.00 PP
188 pp2603 20250930 6860.00 ... 6862.00 6890.00 PP
189 pp2604 20250930 6891.00 ... 6884.00 6932.00 PP
190 pp2605 20250930 6930.00 ... 6910.00 6940.00 PP
191 pp2606 20250930 6882.00 ... 6874.00 6908.00 PP
192 pp2607 20250930 6854.00 ... 6846.00 6873.00 PP
193 pp2608 20250930 6862.00 ... 6862.00 6884.00 PP
194 pp2609 20250930 6890.00 ... 6890.00 6915.00 PP
195 rr2510 20250930 3619.00 ... 3612.00 3619.00 RR
196 rr2511 20250930 3613.00 ... 3616.00 3613.00 RR
197 rr2512 20250930 3605.00 ... 3604.00 3610.00 RR
198 rr2601 20250930 3623.00 ... 3624.00 3619.00 RR
199 rr2602 20250930 3606.00 ... 3614.00 3609.00 RR
200 rr2603 20250930 3613.00 ... 3613.00 3613.00 RR
201 rr2604 20250930 3621.00 ... 3621.00 3616.00 RR
202 rr2605 20250930 3607.00 ... 3607.00 3615.00 RR
203 rr2606 20250930 3608.00 ... 3608.00 3600.00 RR
204 rr2607 20250930 0.00 ... 3609.00 3609.00 RR
205 rr2608 20250930 0.00 ... 3614.00 3614.00 RR
206 rr2609 20250930 0.00 ... 3630.00 3623.00 RR
207 v2510 20250930 4777.00 ... 4733.00 4780.00 V
208 v2511 20250930 4808.00 ... 4770.00 4808.00 V
209 v2512 20250930 4843.00 ... 4807.00 4850.00 V
210 v2601 20250930 4888.00 ... 4858.00 4895.00 V
211 v2602 20250930 4926.00 ... 4903.00 4934.00 V
212 v2603 20250930 4956.00 ... 4928.00 4964.00 V
213 v2604 20250930 5161.00 ... 5137.00 5165.00 V
214 v2605 20250930 5198.00 ... 5172.00 5202.00 V
215 v2606 20250930 5214.00 ... 5203.00 5239.00 V
216 v2607 20250930 5243.00 ... 5238.00 5263.00 V
217 v2608 20250930 5280.00 ... 5272.00 5296.00 V
218 v2609 20250930 5335.00 ... 5308.00 5331.00 V
219 y2511 20250930 8144.00 ... 8128.00 8166.00 Y
220 y2512 20250930 8186.00 ... 8168.00 8210.00 Y
221 y2601 20250930 8136.00 ... 8114.00 8154.00 Y
222 y2603 20250930 8086.00 ... 8066.00 8114.00 Y
223 y2605 20250930 7898.00 ... 7876.00 7932.00 Y
224 y2607 20250930 7856.00 ... 7844.00 7882.00 Y
225 y2608 20250930 7830.00 ... 7830.00 7878.00 Y
226 y2609 20250930 7824.00 ... 7816.00 7858.00 Y
[227 rows x 12 columns]
2025-10-10 18:26:10,263 - future_1d - INFO - ak.get_dce_daily('2025-09-30') done
symbol date open ... settle pre_settle variety
0 PS2510 20250930 51510.0 ... 50845.0 51180.0 PS
1 PS2511 20250930 51425.0 ... 50765.0 50825.0 PS
2 PS2512 20250930 53620.0 ... 53270.0 53265.0 PS
3 PS2601 20250930 53215.0 ... 52955.0 52840.0 PS
4 PS2602 20250930 53215.0 ... 52730.0 52755.0 PS
5 PS2603 20250930 52755.0 ... 52665.0 52695.0 PS
6 PS2604 20250930 52705.0 ... 52665.0 52835.0 PS
7 PS2605 20250930 53040.0 ... 52670.0 52525.0 PS
8 PS2606 20250930 55000.0 ... 54735.0 54545.0 PS
9 PS2607 20250930 54945.0 ... 54590.0 54395.0 PS
10 PS2608 20250930 54000.0 ... 54375.0 54205.0 PS
11 PS2609 20250930 53895.0 ... 54400.0 54000.0 PS
13 SI2510 20250930 8610.0 ... 8660.0 8675.0 SI
14 SI2511 20250930 8615.0 ... 8665.0 8655.0 SI
15 SI2512 20250930 9030.0 ... 9050.0 9045.0 SI
16 SI2601 20250930 8960.0 ... 9000.0 8995.0 SI
17 SI2602 20250930 9000.0 ... 9005.0 9000.0 SI
18 SI2603 20250930 9030.0 ... 9020.0 9020.0 SI
19 SI2604 20250930 9035.0 ... 9030.0 9035.0 SI
20 SI2605 20250930 9045.0 ... 9035.0 9035.0 SI
21 SI2606 20250930 9040.0 ... 9050.0 9080.0 SI
22 SI2607 20250930 9070.0 ... 9060.0 9070.0 SI
23 SI2608 20250930 9080.0 ... 9085.0 9055.0 SI
24 SI2609 20250930 9105.0 ... 9085.0 9075.0 SI
27 LC2510 20250930 74400.0 ... 73340.0 72720.0 LC
28 LC2511 20250930 73980.0 ... 73140.0 73700.0 LC
29 LC2512 20250930 73360.0 ... 73220.0 73780.0 LC
30 LC2601 20250930 73960.0 ... 73160.0 73640.0 LC
31 LC2602 20250930 73560.0 ... 72800.0 73500.0 LC
32 LC2603 20250930 73520.0 ... 72800.0 73440.0 LC
33 LC2604 20250930 73820.0 ... 73200.0 73840.0 LC
34 LC2605 20250930 73720.0 ... 73280.0 73680.0 LC
35 LC2606 20250930 73620.0 ... 73100.0 73500.0 LC
36 LC2607 20250930 74000.0 ... 72960.0 73380.0 LC
37 LC2608 20250930 73680.0 ... 73120.0 73480.0 LC
38 LC2609 20250930 73520.0 ... 73100.0 73320.0 LC
[36 rows x 12 columns]
2025-10-10 18:26:10,684 - future_1d - INFO - ak.get_gfex_daily('2025-09-30') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20250930 ... 83220 82180 CU
1 1 CU2511 20250930 ... 83260 82070 CU
2 2 CU2512 20250930 ... 83250 82100 CU
3 3 CU2601 20250930 ... 83220 82020 CU
4 4 CU2602 20250930 ... 83200 82030 CU
5 5 CU2603 20250930 ... 83150 81970 CU
6 6 CU2604 20250930 ... 83070 81960 CU
7 7 CU2605 20250930 ... 83010 82020 CU
8 8 CU2606 20250930 ... 82870 81880 CU
9 9 CU2607 20250930 ... 82910 81790 CU
10 10 CU2608 20250930 ... 82750 81840 CU
11 11 CU2609 20250930 ... 82840 81780 CU
12 12 BC2510 20250930 ... 73830 72820 BC
13 13 BC2511 20250930 ... 74070 73040 BC
14 14 BC2512 20250930 ... 74340 73080 BC
15 15 BC2601 20250930 ... 73700 73160 BC
16 16 BC2602 20250930 ... 73700 73080 BC
17 17 BC2603 20250930 ... 74550 73290 BC
18 18 BC2604 20250930 ... 73400 73000 BC
19 19 BC2605 20250930 ... 72900 72900 BC
20 20 BC2606 20250930 ... 72960 72960 BC
21 21 BC2607 20250930 ... 72900 72900 BC
22 22 BC2608 20250930 ... 73280 73000 BC
23 23 BC2609 20250930 ... 73400 73000 BC
24 24 AL2510 20250930 ... 20745 20695 AL
25 25 AL2511 20250930 ... 20755 20705 AL
26 26 AL2512 20250930 ... 20755 20710 AL
27 27 AL2601 20250930 ... 20760 20715 AL
28 28 AL2602 20250930 ... 20755 20710 AL
29 29 AL2603 20250930 ... 20775 20740 AL
30 30 AL2604 20250930 ... 20820 20780 AL
31 31 AL2605 20250930 ... 20830 20785 AL
32 32 AL2606 20250930 ... 20840 20785 AL
33 33 AL2607 20250930 ... 20825 20775 AL
34 34 AL2608 20250930 ... 20825 20790 AL
35 35 AL2609 20250930 ... 20810 20800 AL
36 36 ZN2510 20250930 ... 21870 21705 ZN
37 37 ZN2511 20250930 ... 21935 21755 ZN
38 38 ZN2512 20250930 ... 21950 21770 ZN
39 39 ZN2601 20250930 ... 21985 21800 ZN
40 40 ZN2602 20250930 ... 22010 21830 ZN
41 41 ZN2603 20250930 ... 22020 21845 ZN
42 42 ZN2604 20250930 ... 22055 21890 ZN
43 43 ZN2605 20250930 ... 22125 21925 ZN
44 44 ZN2606 20250930 ... 22170 21930 ZN
45 45 ZN2607 20250930 ... 22170 21965 ZN
46 46 ZN2608 20250930 ... 22175 21985 ZN
47 47 ZN2609 20250930 ... 22245 22075 ZN
48 48 PB2510 20250930 ... 16895 16965 PB
49 49 PB2511 20250930 ... 16930 16965 PB
50 50 PB2512 20250930 ... 16955 16980 PB
51 51 PB2601 20250930 ... 16970 16990 PB
52 52 PB2602 20250930 ... 16970 16960 PB
53 53 PB2603 20250930 ... 16985 16970 PB
54 54 PB2604 20250930 ... 17015 17015 PB
55 55 PB2605 20250930 ... 17025 17045 PB
56 56 PB2606 20250930 ... 17020 17025 PB
57 57 PB2607 20250930 ... 17020 17175 PB
58 58 PB2608 20250930 ... 17030 17080 PB
59 59 PB2609 20250930 ... 17050 17230 PB
60 60 NI2510 20250930 ... 121200 120770 NI
61 61 NI2511 20250930 ... 121580 121050 NI
62 62 NI2512 20250930 ... 121720 121260 NI
63 63 NI2601 20250930 ... 121920 121460 NI
64 64 NI2602 20250930 ... 121980 121730 NI
65 65 NI2603 20250930 ... 122290 121850 NI
66 66 NI2604 20250930 ... 122630 122110 NI
67 67 NI2605 20250930 ... 122780 122330 NI
68 68 NI2606 20250930 ... 122720 122550 NI
69 69 NI2607 20250930 ... 123310 122790 NI
70 70 NI2608 20250930 ... 123760 123120 NI
71 71 NI2609 20250930 ... 124310 123490 NI
72 72 SN2510 20250930 ... 278060 272130 SN
73 73 SN2511 20250930 ... 278760 272520 SN
74 74 SN2512 20250930 ... 278700 272770 SN
75 75 SN2601 20250930 ... 278760 272990 SN
76 76 SN2602 20250930 ... 278620 272820 SN
77 77 SN2603 20250930 ... 278480 272840 SN
78 78 SN2604 20250930 ... 279250 273300 SN
79 79 SN2605 20250930 ... 277730 273470 SN
80 80 SN2606 20250930 ... 277860 274360 SN
81 81 SN2607 20250930 ... 278390 274550 SN
82 82 SN2608 20250930 ... 279230 274910 SN
83 83 SN2609 20250930 ... 279080 274820 SN
84 84 AO2510 20250930 ... 2835 2850 AO
85 85 AO2511 20250930 ... 2854 2866 AO
86 86 AO2512 20250930 ... 2868 2884 AO
87 87 AO2601 20250930 ... 2883 2893 AO
88 88 AO2602 20250930 ... 2897 2904 AO
89 89 AO2603 20250930 ... 2966 2976 AO
90 90 AO2604 20250930 ... 2967 2986 AO
91 91 AO2605 20250930 ... 2974 2987 AO
92 92 AO2606 20250930 ... 2980 2997 AO
93 93 AO2607 20250930 ... 2987 3001 AO
94 94 AO2608 20250930 ... 3002 3009 AO
95 95 AO2609 20250930 ... 3017 3027 AO
96 96 AD2511 20250930 ... 20250 20215 AD
97 97 AD2512 20250930 ... 20290 20280 AD
98 98 AD2601 20250930 ... 20330 20310 AD
99 99 AD2602 20250930 ... 20350 20320 AD
100 100 AD2603 20250930 ... 20325 20335 AD
101 101 AD2604 20250930 ... 20310 20320 AD
102 102 AD2605 20250930 ... 20310 20310 AD
103 103 AD2606 20250930 ... 20325 20330 AD
104 104 AD2607 20250930 ... 20510 20510 AD
105 105 AD2608 20250930 ... 20515 20515 AD
106 106 AD2609 20250930 ... 20335 20335 AD
107 107 AU2510 20250930 ... 870.54 858 AU
108 108 AU2511 20250930 ... 871.26 858.82 AU
109 109 AU2512 20250930 ... 872.3 861.66 AU
110 110 AU2602 20250930 ... 875.08 863.72 AU
111 111 AU2604 20250930 ... 876.98 865.32 AU
112 112 AU2606 20250930 ... 879.94 868.74 AU
113 113 AU2608 20250930 ... 880.24 871.46 AU
114 114 AU2610 20250930 ... 885.3 874.82 AU
115 115 AG2510 20250930 ... 10901 10776 AG
116 116 AG2511 20250930 ... 10916 10819 AG
117 117 AG2512 20250930 ... 10926 10835 AG
118 118 AG2601 20250930 ... 10935 10830 AG
119 119 AG2602 20250930 ... 10953 10855 AG
120 120 AG2603 20250930 ... 10957 10850 AG
121 121 AG2604 20250930 ... 10964 10870 AG
122 122 AG2605 20250930 ... 10989 10879 AG
123 123 AG2606 20250930 ... 10993 10888 AG
124 124 AG2607 20250930 ... 11015 10914 AG
125 125 AG2608 20250930 ... 11009 10902 AG
126 126 AG2609 20250930 ... 11036 10935 AG
127 127 RB2510 20250930 ... 3001 3016 RB
128 128 RB2511 20250930 ... 3021 3032 RB
129 129 RB2512 20250930 ... 3074 3090 RB
130 130 RB2601 20250930 ... 3090 3107 RB
131 131 RB2602 20250930 ... 3095 3111 RB
132 132 RB2603 20250930 ... 3106 3125 RB
133 133 RB2604 20250930 ... 3130 3146 RB
134 134 RB2605 20250930 ... 3144 3164 RB
135 135 RB2606 20250930 ... 3159 3182 RB
136 136 RB2607 20250930 ... 3177 3188 RB
137 137 RB2608 20250930 ... 3175 3194 RB
138 138 RB2609 20250930 ... 3186 3200 RB
139 139 WR2510 20250930 ... 3069 3205 WR
140 140 WR2511 20250930 ... 3300 3300 WR
141 141 WR2512 20250930 ... 3309 3309 WR
142 142 WR2601 20250930 ... 3307 3314 WR
143 143 WR2602 20250930 ... 3301 3301 WR
144 144 WR2603 20250930 ... 3329 3351 WR
145 145 WR2604 20250930 ... 3339 3340 WR
146 146 WR2605 20250930 ... 3248 3386 WR
147 147 WR2606 20250930 ... 3296 3367 WR
148 148 WR2607 20250930 ... 3390 3390 WR
149 149 WR2608 20250930 ... 3408 3378 WR
150 150 WR2609 20250930 ... 3430 3458 WR
151 151 HC2510 20250930 ... 3380 3395 HC
152 152 HC2511 20250930 ... 3329 3352 HC
153 153 HC2512 20250930 ... 3300 3335 HC
154 154 HC2601 20250930 ... 3274 3304 HC
155 155 HC2602 20250930 ... 3270 3304 HC
156 156 HC2603 20250930 ... 3279 3306 HC
157 157 HC2604 20250930 ... 3279 3311 HC
158 158 HC2605 20250930 ... 3276 3310 HC
159 159 HC2606 20250930 ... 3274 3316 HC
160 160 HC2607 20250930 ... 3291 3318 HC
161 161 HC2608 20250930 ... 3293 3327 HC
162 162 HC2609 20250930 ... 3306 3333 HC
163 163 SS2510 20250930 ... 12650 12670 SS
164 164 SS2511 20250930 ... 12785 12785 SS
165 165 SS2512 20250930 ... 12800 12810 SS
166 166 SS2601 20250930 ... 12865 12880 SS
167 167 SS2602 20250930 ... 12915 12930 SS
168 168 SS2603 20250930 ... 13025 13035 SS
169 169 SS2604 20250930 ... 13105 13100 SS
170 170 SS2605 20250930 ... 13160 13170 SS
171 171 SS2606 20250930 ... 13230 13230 SS
172 172 SS2607 20250930 ... 13280 13290 SS
173 173 SS2608 20250930 ... 13340 13350 SS
174 174 SS2609 20250930 ... 13385 13410 SS
175 175 SC2510 20250930 ... 479.7 486.4 SC
176 176 SC2511 20250930 ... 480.5 494.5 SC
177 177 SC2512 20250930 ... 482 495.1 SC
178 178 SC2601 20250930 ... 481.6 494.9 SC
179 179 SC2602 20250930 ... 481.1 493.7 SC
180 180 SC2603 20250930 ... 480.5 491.7 SC
181 181 SC2604 20250930 ... 480.4 490.3 SC
182 182 SC2605 20250930 ... 482.3 489.6 SC
183 183 SC2606 20250930 ... 479.5 490 SC
184 184 SC2607 20250930 ... 478.7 490.4 SC
185 185 SC2608 20250930 ... 477.6 492.8 SC
186 186 SC2609 20250930 ... 478.3 489 SC
187 187 SC2612 20250930 ... 473.7 475.2 SC
188 188 SC2703 20250930 ... 472.1 472.1 SC
189 189 SC2706 20250930 ... 473 477 SC
190 190 SC2709 20250930 ... 476.2 477 SC
191 191 SC2712 20250930 ... 474 479.2 SC
192 192 SC2803 20250930 ... 475.1 475.1 SC
193 193 SC2806 20250930 ... 465.8 473.5 SC
194 194 SC2809 20250930 ... 465.9 472.1 SC
195 195 LU2510 20250930 ... 3450 3450 LU
196 196 LU2511 20250930 ... 3402 3482 LU
197 197 LU2512 20250930 ... 3417 3494 LU
198 198 LU2601 20250930 ... 3398 3481 LU
199 199 LU2602 20250930 ... 3400 3455 LU
200 200 LU2603 20250930 ... 3375 3456 LU
201 201 LU2604 20250930 ... 3371 3439 LU
202 202 LU2605 20250930 ... 3358 3440 LU
203 203 LU2606 20250930 ... 3361 3459 LU
204 204 LU2607 20250930 ... 3353 3439 LU
205 205 LU2608 20250930 ... 3329 3420 LU
206 206 LU2609 20250930 ... 3317 3409 LU
207 207 FU2510 20250930 ... 3044 3025 FU
208 208 FU2511 20250930 ... 2995 3057 FU
209 209 FU2512 20250930 ... 2911 2977 FU
210 210 FU2601 20250930 ... 2870 2937 FU
211 211 FU2602 20250930 ... 2846 2912 FU
212 212 FU2603 20250930 ... 2833 2900 FU
213 213 FU2604 20250930 ... 2822 2885 FU
214 214 FU2605 20250930 ... 2807 2870 FU
215 215 FU2606 20250930 ... 2791 2849 FU
216 216 FU2607 20250930 ... 2764 2818 FU
217 217 FU2608 20250930 ... 2732 2785 FU
218 218 FU2609 20250930 ... 2718 2764 FU
219 219 BU2510 20250930 ... 3444 3471 BU
220 220 BU2511 20250930 ... 3427 3454 BU
221 221 BU2512 20250930 ... 3378 3411 BU
222 222 BU2601 20250930 ... 3359 3395 BU
223 223 BU2602 20250930 ... 3366 3399 BU
224 224 BU2603 20250930 ... 3365 3412 BU
225 225 BU2604 20250930 ... 3368 3400 BU
226 226 BU2605 20250930 ... 3374 3412 BU
227 227 BU2606 20250930 ... 3369 3403 BU
228 228 BU2607 20250930 ... 3381 3407 BU
229 229 BU2608 20250930 ... 3378 3394 BU
230 230 BU2609 20250930 ... 3368 3396 BU
231 231 BU2612 20250930 ... 3308 3337 BU
232 232 BU2703 20250930 ... 3311 3347 BU
233 233 BU2706 20250930 ... 3306 3346 BU
234 234 BU2709 20250930 ... 3299 3360 BU
235 235 BR2510 20250930 ... 11230 11320 BR
236 236 BR2511 20250930 ... 11175 11285 BR
237 237 BR2512 20250930 ... 11165 11280 BR
238 238 BR2601 20250930 ... 11165 11270 BR
239 239 BR2602 20250930 ... 11170 11245 BR
240 240 BR2603 20250930 ... 11170 11355 BR
241 241 BR2604 20250930 ... 11175 11320 BR
242 242 BR2605 20250930 ... 11235 11345 BR
243 243 BR2606 20250930 ... 11270 11350 BR
244 244 BR2607 20250930 ... 11375 11490 BR
245 245 BR2608 20250930 ... 11410 11490 BR
246 246 BR2609 20250930 ... 11355 11565 BR
247 247 RU2510 20250930 ... 14265 14475 RU
248 248 RU2511 20250930 ... 14365 14475 RU
249 249 RU2601 20250930 ... 15180 15340 RU
250 250 RU2603 20250930 ... 15155 15325 RU
251 251 RU2604 20250930 ... 15150 15335 RU
252 252 RU2605 20250930 ... 15165 15305 RU
253 253 RU2606 20250930 ... 15175 15240 RU
254 254 RU2607 20250930 ... 15150 15350 RU
255 255 RU2608 20250930 ... 15095 15410 RU
256 256 RU2609 20250930 ... 15145 15290 RU
257 257 NR2510 20250930 ... 12200 12370 NR
258 258 NR2511 20250930 ... 12240 12370 NR
259 259 NR2512 20250930 ... 12255 12375 NR
260 260 NR2601 20250930 ... 12285 12405 NR
261 261 NR2602 20250930 ... 12260 12405 NR
262 262 NR2603 20250930 ... 12280 12365 NR
263 263 NR2604 20250930 ... 12285 12435 NR
264 264 NR2605 20250930 ... 12350 12425 NR
265 265 NR2606 20250930 ... 12415 12430 NR
266 266 NR2607 20250930 ... 12535 12550 NR
267 267 NR2608 20250930 ... 12555 12555 NR
268 268 NR2609 20250930 ... 12510 12510 NR
269 269 SP2510 20250930 ... 4808 4866 SP
270 270 SP2511 20250930 ... 4856 4922 SP
271 271 SP2512 20250930 ... 4874 4940 SP
272 272 SP2601 20250930 ... 5142 5204 SP
273 273 SP2602 20250930 ... 5140 5202 SP
274 274 SP2603 20250930 ... 5160 5218 SP
275 275 SP2604 20250930 ... 5168 5250 SP
276 276 SP2605 20250930 ... 5182 5242 SP
277 277 SP2606 20250930 ... 5198 5248 SP
278 278 SP2607 20250930 ... 5194 5244 SP
279 279 SP2608 20250930 ... 5212 5262 SP
280 280 SP2609 20250930 ... 5212 5258 SP
281 281 OP2601 20250930 ... 4232 4232 OP
282 282 OP2602 20250930 ... 4218 4228 OP
283 283 OP2603 20250930 ... 4258 4250 OP
284 284 OP2604 20250930 ... 4276 4262 OP
285 285 OP2605 20250930 ... 4266 4266 OP
286 286 OP2606 20250930 ... 4236 4236 OP
287 287 OP2607 20250930 ... 4238 4238 OP
288 288 OP2608 20250930 ... 4238 4238 OP
289 289 OP2609 20250930 ... 4330 4330 OP
290 290 EC2510 20250930 ... 1122.1 1122 EC
291 291 EC2512 20250930 ... 1719.1 1735 EC
292 292 EC2602 20250930 ... 1628.2 1644.7 EC
293 293 EC2604 20250930 ... 1243.6 1253.1 EC
294 294 EC2606 20250930 ... 1445.6 1453.8 EC
295 295 EC2608 20250930 ... 1595.7 1598.9 EC
296 296 SC_TAS2511 20250930 ... SC_TAS
297 297 SC_TAS2512 20250930 ... SC_TAS
298 298 SC_TAS2601 20250930 ... SC_TAS
[299 rows x 13 columns]
2025-10-10 18:26:10,791 - future_1d - INFO - ak.get_shfe_daily('2025-09-30') done
2025-10-10 18:26:12,566 - future_1d - INFO - save future_daily 2025-09-30 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251009 9180.0 9180.0 ... 606.76 9056.0 8739.0 AP
1 AP511 20251009 8609.0 8772.0 ... 24312.56 8692.0 8550.0 AP
2 AP512 20251009 8568.0 8758.0 ... 4491.72 8655.0 8535.0 AP
3 AP601 20251009 8700.0 8818.0 ... 1078250.16 8691.0 8577.0 AP
4 AP603 20251009 8503.0 8637.0 ... 3828.77 8527.0 8413.0 AP
5 AP604 20251009 8499.0 8623.0 ... 1124.27 8517.0 8390.0 AP
6 AP605 20251009 8551.0 8654.0 ... 31815.85 8564.0 8429.0 AP
7 CF511 20251009 13165.0 13320.0 ... 101359.17 13255.0 13225.0 CF
8 CF601 20251009 13180.0 13345.0 ... 1670284.31 13290.0 13245.0 CF
9 CF603 20251009 13205.0 13345.0 ... 120491.38 13295.0 13235.0 CF
10 CF605 20251009 13240.0 13390.0 ... 319097.65 13330.0 13265.0 CF
11 CF607 20251009 13300.0 13400.0 ... 1389.53 13360.0 13280.0 CF
12 CF609 20251009 13480.0 13560.0 ... 2601.35 13515.0 13440.0 CF
13 CJ512 20251009 10720.0 10935.0 ... 3592.80 10805.0 10715.0 CJ
14 CJ601 20251009 10880.0 11030.0 ... 903134.86 10895.0 10790.0 CJ
15 CJ603 20251009 10835.0 10975.0 ... 17725.72 10845.0 10725.0 CJ
16 CJ605 20251009 10965.0 11090.0 ... 181938.29 10955.0 10835.0 CJ
17 CJ607 20251009 11045.0 11150.0 ... 2912.65 11035.0 10900.0 CJ
18 CJ609 20251009 11145.0 11260.0 ... 1434.59 11165.0 11025.0 CJ
19 CY510 20251009 0.0 0.0 ... 0.00 19480.0 19465.0 CY
20 CY511 20251009 19385.0 19550.0 ... 27406.98 19470.0 19395.0 CY
21 CY512 20251009 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251009 19380.0 19480.0 ... 39105.58 19380.0 19365.0 CY
23 CY602 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251009 19450.0 19450.0 ... 9.73 19450.0 19730.0 CY
25 CY604 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251009 0.0 0.0 ... 0.00 19475.0 19455.0 CY
27 CY606 20251009 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251009 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251009 19200.0 20090.0 ... 38.67 19335.0 19550.0 CY
30 CY609 20251009 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251009 1108.0 1108.0 ... 376.47 1101.0 1108.0 FG
32 FG511 20251009 1110.0 1119.0 ... 97334.72 1107.0 1112.0 FG
33 FG512 20251009 1219.0 1236.0 ... 43972.59 1220.0 1232.0 FG
34 FG601 20251009 1217.0 1233.0 ... 3527665.61 1215.0 1230.0 FG
35 FG602 20251009 1274.0 1285.0 ... 30274.50 1272.0 1286.0 FG
36 FG603 20251009 1274.0 1288.0 ... 25672.64 1276.0 1286.0 FG
37 FG604 20251009 1330.0 1348.0 ... 582.20 1335.0 1347.0 FG
38 FG605 20251009 1322.0 1346.0 ... 139714.63 1334.0 1344.0 FG
39 FG606 20251009 1372.0 1375.0 ... 3235.23 1369.0 1380.0 FG
40 FG607 20251009 1354.0 1367.0 ... 2229.94 1356.0 1372.0 FG
41 FG608 20251009 1409.0 1412.0 ... 1360.40 1400.0 1413.0 FG
42 FG609 20251009 1401.0 1415.0 ... 4759.90 1403.0 1414.0 FG
43 JR511 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251009 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251009 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251009 2246.0 2246.0 ... 830.10 2202.0 2254.0 MA
52 MA511 20251009 2263.0 2269.0 ... 38230.47 2245.0 2285.0 MA
53 MA512 20251009 2298.0 2307.0 ... 31495.53 2276.0 2322.0 MA
54 MA601 20251009 2321.0 2326.0 ... 1253950.85 2298.0 2340.0 MA
55 MA602 20251009 2352.0 2360.0 ... 31262.55 2325.0 2369.0 MA
56 MA603 20251009 2367.0 2378.0 ... 21746.04 2350.0 2383.0 MA
57 MA604 20251009 2372.0 2372.0 ... 87.32 2360.0 2379.0 MA
58 MA605 20251009 2366.0 2372.0 ... 156632.54 2355.0 2373.0 MA
59 MA606 20251009 2367.0 2367.0 ... 9.43 2358.0 2381.0 MA
60 MA607 20251009 2351.0 2351.0 ... 42.05 2336.0 2352.0 MA
61 MA608 20251009 2359.0 2360.0 ... 35.18 2345.0 2356.0 MA
62 MA609 20251009 2331.0 2342.0 ... 2443.41 2325.0 2335.0 MA
63 OI511 20251009 10221.0 10427.0 ... 213930.04 10352.0 10215.0 OI
64 OI601 20251009 10160.0 10266.0 ... 2140115.76 10197.0 10046.0 OI
65 OI603 20251009 9914.0 10032.0 ... 131943.23 9966.0 9827.0 OI
66 OI605 20251009 9619.0 9749.0 ... 128642.37 9683.0 9522.0 OI
67 OI607 20251009 9571.0 9653.0 ... 509.51 9613.0 9474.0 OI
68 OI609 20251009 9500.0 9596.0 ... 763.74 9547.0 9416.0 OI
69 PF510 20251009 6254.0 6304.0 ... 71.88 6250.0 6266.0 PF
70 PF511 20251009 6272.0 6310.0 ... 329022.26 6274.0 6274.0 PF
71 PF512 20251009 6236.0 6250.0 ... 204278.61 6214.0 6240.0 PF
72 PF601 20251009 6272.0 6294.0 ... 63811.44 6258.0 6282.0 PF
73 PF602 20251009 6272.0 6288.0 ... 46188.89 6236.0 6274.0 PF
74 PF603 20251009 6268.0 6268.0 ... 11140.43 6232.0 6294.0 PF
75 PF604 20251009 6312.0 6312.0 ... 15.72 6288.0 6346.0 PF
76 PF605 20251009 6332.0 6344.0 ... 85.11 6304.0 6352.0 PF
77 PF606 20251009 6340.0 6340.0 ... 6.34 6336.0 6362.0 PF
78 PF607 20251009 6330.0 6330.0 ... 3.17 6330.0 6400.0 PF
79 PF608 20251009 0.0 0.0 ... 0.00 6376.0 6418.0 PF
80 PF609 20251009 0.0 0.0 ... 0.00 6390.0 6404.0 PF
81 PK510 20251009 7452.0 7630.0 ... 312.42 7620.0 7688.0 PK
82 PK511 20251009 7828.0 7828.0 ... 332275.29 7712.0 7770.0 PK
83 PK512 20251009 7794.0 7806.0 ... 95956.90 7704.0 7768.0 PK
84 PK601 20251009 7800.0 7802.0 ... 127887.54 7748.0 7782.0 PK
85 PK603 20251009 7810.0 7822.0 ... 9684.64 7782.0 7802.0 PK
86 PK604 20251009 7824.0 7856.0 ... 826.21 7832.0 7816.0 PK
87 PK605 20251009 7850.0 7874.0 ... 10360.89 7840.0 7822.0 PK
88 PL601 20251009 6329.0 6329.0 ... 57138.73 6219.0 6343.0 PL
89 PL602 20251009 6284.0 6284.0 ... 350.16 6253.0 6382.0 PL
90 PL603 20251009 6268.0 6268.0 ... 25.03 6257.0 6387.0 PL
91 PL604 20251009 0.0 0.0 ... 0.00 6363.0 6363.0 PL
92 PL605 20251009 6268.0 6268.0 ... 223.77 6216.0 6331.0 PL
93 PL606 20251009 6290.0 6290.0 ... 12.58 6290.0 6378.0 PL
94 PL607 20251009 6213.0 6320.0 ... 25.07 6267.0 6334.0 PL
95 PL608 20251009 0.0 0.0 ... 0.00 6433.0 6440.0 PL
96 PL609 20251009 0.0 0.0 ... 0.00 6346.0 6490.0 PL
97 PM511 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251009 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251009 5758.0 5758.0 ... 17.21 5738.0 5792.0 PR
104 PR511 20251009 5750.0 5774.0 ... 125201.90 5736.0 5754.0 PR
105 PR512 20251009 5738.0 5758.0 ... 171325.02 5726.0 5754.0 PR
106 PR601 20251009 5730.0 5750.0 ... 114113.86 5714.0 5748.0 PR
107 PR602 20251009 5782.0 5782.0 ... 6054.90 5750.0 5782.0 PR
108 PR603 20251009 5786.0 5806.0 ... 207.66 5768.0 5794.0 PR
109 PR604 20251009 5818.0 5852.0 ... 174.10 5804.0 5830.0 PR
110 PR605 20251009 5866.0 5898.0 ... 191.64 5808.0 5864.0 PR
111 PR606 20251009 5816.0 5872.0 ... 17.53 5844.0 5902.0 PR
112 PR607 20251009 5908.0 5908.0 ... 35.03 5840.0 5904.0 PR
113 PR608 20251009 5770.0 5770.0 ... 8.66 5770.0 5906.0 PR
114 PR609 20251009 0.0 0.0 ... 0.00 5870.0 5904.0 PR
115 PX510 20251009 6620.0 6620.0 ... 51.66 6458.0 6620.0 PX
116 PX511 20251009 6556.0 6598.0 ... 349672.10 6528.0 6566.0 PX
117 PX512 20251009 6540.0 6574.0 ... 115972.60 6518.0 6558.0 PX
118 PX601 20251009 6530.0 6568.0 ... 177334.52 6522.0 6562.0 PX
119 PX602 20251009 6566.0 6578.0 ... 68287.39 6524.0 6570.0 PX
120 PX603 20251009 6532.0 6576.0 ... 50412.89 6516.0 6584.0 PX
121 PX604 20251009 6492.0 6562.0 ... 6.53 6528.0 6620.0 PX
122 PX605 20251009 6576.0 6592.0 ... 1929.84 6542.0 6602.0 PX
123 PX606 20251009 0.0 0.0 ... 0.00 6600.0 6600.0 PX
124 PX607 20251009 6622.0 6622.0 ... 3.31 6622.0 6636.0 PX
125 PX608 20251009 0.0 0.0 ... 0.00 6624.0 6644.0 PX
126 PX609 20251009 6526.0 6600.0 ... 9.86 6574.0 6578.0 PX
127 RI511 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251009 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251009 2510.0 2516.0 ... 14228.89 2491.0 2490.0 RM
134 RM601 20251009 2441.0 2455.0 ... 501267.72 2429.0 2427.0 RM
135 RM603 20251009 2333.0 2350.0 ... 4343.72 2339.0 2339.0 RM
136 RM605 20251009 2332.0 2340.0 ... 72033.98 2330.0 2325.0 RM
137 RM607 20251009 2322.0 2329.0 ... 3089.16 2321.0 2316.0 RM
138 RM608 20251009 2423.0 2430.0 ... 198.73 2424.0 2418.0 RM
139 RM609 20251009 2415.0 2420.0 ... 1357.93 2412.0 2409.0 RM
140 RS511 20251009 5250.0 5250.0 ... 47.00 5223.0 5282.0 RS
141 RS607 20251009 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251009 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251009 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251009 1171.0 1172.0 ... 3552.39 1163.0 1184.0 SA
145 SA511 20251009 1194.0 1196.0 ... 105802.19 1181.0 1200.0 SA
146 SA512 20251009 1247.0 1257.0 ... 117157.00 1240.0 1263.0 SA
147 SA601 20251009 1256.0 1268.0 ... 1891876.84 1251.0 1272.0 SA
148 SA602 20251009 1294.0 1304.0 ... 102481.15 1288.0 1306.0 SA
149 SA603 20251009 1297.0 1308.0 ... 84438.50 1293.0 1310.0 SA
150 SA604 20251009 1343.0 1353.0 ... 4001.08 1335.0 1356.0 SA
151 SA605 20251009 1346.0 1360.0 ... 122538.83 1343.0 1363.0 SA
152 SA606 20251009 1374.0 1376.0 ... 762.44 1361.0 1379.0 SA
153 SA607 20251009 1372.0 1378.0 ... 1276.17 1363.0 1379.0 SA
154 SA608 20251009 1413.0 1413.0 ... 880.30 1402.0 1417.0 SA
155 SA609 20251009 1415.0 1421.0 ... 3530.95 1407.0 1424.0 SA
156 SF510 20251009 5270.0 5318.0 ... 887.01 5312.0 5356.0 SF
157 SF511 20251009 5502.0 5510.0 ... 358884.87 5472.0 5534.0 SF
158 SF512 20251009 5470.0 5490.0 ... 80190.55 5448.0 5506.0 SF
159 SF601 20251009 5478.0 5480.0 ... 161858.23 5448.0 5504.0 SF
160 SF602 20251009 5436.0 5452.0 ... 36060.99 5404.0 5462.0 SF
161 SF603 20251009 5604.0 5614.0 ... 24688.94 5580.0 5636.0 SF
162 SF604 20251009 5600.0 5600.0 ... 13.97 5588.0 5622.0 SF
163 SF605 20251009 5598.0 5600.0 ... 3126.79 5564.0 5608.0 SF
164 SF606 20251009 5540.0 5566.0 ... 66.40 5534.0 5580.0 SF
165 SF607 20251009 5700.0 5710.0 ... 37.03 5698.0 5742.0 SF
166 SF608 20251009 5682.0 5682.0 ... 2.84 5682.0 5734.0 SF
167 SF609 20251009 5668.0 5688.0 ... 25.53 5674.0 5714.0 SF
168 SH510 20251009 2465.0 2466.0 ... 1370.59 2443.0 2484.0 SH
169 SH511 20251009 2480.0 2487.0 ... 349904.04 2433.0 2484.0 SH
170 SH512 20251009 2525.0 2533.0 ... 126039.38 2479.0 2525.0 SH
171 SH601 20251009 2520.0 2526.0 ... 2154307.81 2469.0 2515.0 SH
172 SH602 20251009 2551.0 2551.0 ... 142219.27 2503.0 2545.0 SH
173 SH603 20251009 2495.0 2550.0 ... 110848.97 2513.0 2561.0 SH
174 SH604 20251009 2571.0 2574.0 ... 299.24 2558.0 2602.0 SH
175 SH605 20251009 2615.0 2615.0 ... 17219.13 2564.0 2606.0 SH
176 SH606 20251009 2595.0 2604.0 ... 325.22 2581.0 2628.0 SH
177 SH607 20251009 2590.0 2605.0 ... 154.16 2569.0 2619.0 SH
178 SH608 20251009 2593.0 2629.0 ... 171.00 2591.0 2631.0 SH
179 SH609 20251009 2638.0 2638.0 ... 148.57 2606.0 2645.0 SH
180 SM510 20251009 0.0 0.0 ... 0.00 5646.0 5646.0 SM
181 SM511 20251009 5772.0 5772.0 ... 40594.04 5746.0 5750.0 SM
182 SM512 20251009 5758.0 5772.0 ... 77416.62 5748.0 5752.0 SM
183 SM601 20251009 5766.0 5778.0 ... 441308.37 5756.0 5768.0 SM
184 SM602 20251009 5776.0 5786.0 ... 209724.76 5760.0 5776.0 SM
185 SM603 20251009 5786.0 5800.0 ... 227429.72 5774.0 5786.0 SM
186 SM604 20251009 5794.0 5794.0 ... 2.90 5794.0 5790.0 SM
187 SM605 20251009 5796.0 5816.0 ... 15813.80 5796.0 5808.0 SM
188 SM606 20251009 5782.0 5816.0 ... 8.69 5796.0 5814.0 SM
189 SM607 20251009 5796.0 5832.0 ... 8.71 5810.0 5824.0 SM
190 SM608 20251009 0.0 0.0 ... 0.00 5848.0 5848.0 SM
191 SM609 20251009 5826.0 5850.0 ... 1463.12 5842.0 5842.0 SM
192 SR511 20251009 5527.0 5578.0 ... 57161.25 5552.0 5527.0 SR
193 SR601 20251009 5498.0 5542.0 ... 1084646.31 5517.0 5490.0 SR
194 SR603 20251009 5482.0 5524.0 ... 92166.09 5507.0 5468.0 SR
195 SR605 20251009 5468.0 5502.0 ... 78376.35 5481.0 5450.0 SR
196 SR607 20251009 5460.0 5498.0 ... 3454.38 5474.0 5441.0 SR
197 SR609 20251009 5461.0 5502.0 ... 3959.40 5484.0 5444.0 SR
198 TA510 20251009 4532.0 4548.0 ... 2697.22 4514.0 4544.0 TA
199 TA511 20251009 4560.0 4580.0 ... 164194.02 4544.0 4574.0 TA
200 TA512 20251009 4572.0 4588.0 ... 88961.68 4552.0 4584.0 TA
201 TA601 20251009 4570.0 4602.0 ... 1282595.32 4564.0 4598.0 TA
202 TA602 20251009 4588.0 4610.0 ... 28680.03 4572.0 4604.0 TA
203 TA603 20251009 4598.0 4618.0 ... 9536.24 4590.0 4622.0 TA
204 TA604 20251009 4600.0 4600.0 ... 32.12 4590.0 4624.0 TA
205 TA605 20251009 4620.0 4642.0 ... 64664.27 4612.0 4640.0 TA
206 TA606 20251009 0.0 0.0 ... 0.00 4644.0 4652.0 TA
207 TA607 20251009 0.0 0.0 ... 0.00 4652.0 4652.0 TA
208 TA608 20251009 4632.0 4632.0 ... 2.32 4632.0 4690.0 TA
209 TA609 20251009 4668.0 4682.0 ... 731.37 4658.0 4680.0 TA
210 UR510 20251009 1520.0 1520.0 ... 485.01 1516.0 1543.0 UR
211 UR511 20251009 1617.0 1619.0 ... 26965.19 1593.0 1639.0 UR
212 UR512 20251009 1631.0 1634.0 ... 25588.16 1600.0 1651.0 UR
213 UR601 20251009 1648.0 1648.0 ... 821537.42 1619.0 1666.0 UR
214 UR602 20251009 1651.0 1654.0 ... 23156.99 1620.0 1673.0 UR
215 UR603 20251009 1685.0 1691.0 ... 474.75 1672.0 1714.0 UR
216 UR604 20251009 1679.0 1679.0 ... 60.18 1672.0 1714.0 UR
217 UR605 20251009 1704.0 1704.0 ... 57571.94 1681.0 1715.0 UR
218 UR606 20251009 1710.0 1710.0 ... 1116.39 1686.0 1716.0 UR
219 UR607 20251009 1737.0 1737.0 ... 92.96 1722.0 1743.0 UR
220 UR608 20251009 1735.0 1735.0 ... 65.21 1716.0 1737.0 UR
221 UR609 20251009 1720.0 1720.0 ... 689.09 1706.0 1737.0 UR
222 WH511 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251009 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251009 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 18:26:17,229 - future_1d - INFO - ak.get_czce_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 IC2510 20251009 7445.000 ... 7531.400 7394.200 IC
1 IC2511 20251009 7381.800 ... 7471.600 7332.800 IC
2 IC2512 20251009 7330.000 ... 7432.800 7288.800 IC
3 IC2603 20251009 7180.000 ... 7272.200 7115.800 IC
4 IF2510 20251009 4655.000 ... 4712.000 4637.200 IF
5 IF2511 20251009 4649.600 ... 4703.200 4627.400 IF
6 IF2512 20251009 4639.000 ... 4694.400 4621.200 IF
7 IF2603 20251009 4617.000 ... 4672.600 4596.200 IF
8 IH2510 20251009 3000.000 ... 3022.800 2988.600 IH
9 IH2511 20251009 3001.000 ... 3022.200 2987.000 IH
10 IH2512 20251009 2996.000 ... 3024.200 2988.600 IH
11 IH2603 20251009 3001.200 ... 3023.800 2989.400 IH
12 IM2510 20251009 7599.600 ... 7618.800 7556.400 IM
13 IM2511 20251009 7521.800 ... 7539.400 7484.200 IM
14 IM2512 20251009 7444.000 ... 7467.800 7408.400 IM
15 IM2603 20251009 7220.000 ... 7248.800 7184.200 IM
16 T2512 20251009 107.855 ... 108.050 107.885 T
17 T2603 20251009 107.525 ... 107.730 107.565 T
18 T2606 20251009 107.465 ... 107.615 107.465 T
19 TF2512 20251009 105.600 ... 105.750 105.655 TF
20 TF2603 20251009 105.500 ... 105.610 105.525 TF
21 TF2606 20251009 105.425 ... 105.625 105.575 TF
22 TL2512 20251009 113.800 ... 114.530 114.000 TL
23 TL2603 20251009 113.650 ... 114.180 113.660 TL
24 TL2606 20251009 113.600 ... 114.140 113.640 TL
25 TS2512 20251009 102.360 ... 102.410 102.374 TS
26 TS2603 20251009 102.280 ... 102.304 102.282 TS
27 TS2606 20251009 102.350 ... 102.356 102.322 TS
[28 rows x 12 columns]
2025-10-10 18:26:17,307 - future_1d - INFO - ak.get_cffex_daily('2025-10-09') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251009 470.9 472.5 ... 2084237.8 468.7 480.5 SC
1 SC2512 20251009 472 474.9 ... 1261843.21 471.4 482 SC
2 SC2601 20251009 474.1 474.2 ... 524626.75 471.2 481.6 SC
3 SC2602 20251009 472.9 473.3 ... 28075.25 470.2 481.1 SC
4 SC2603 20251009 472.1 473 ... 15122.65 469.6 480.5 SC
5 SC2604 20251009 471 472.7 ... 6857.14 469.6 480.4 SC
6 SC2605 20251009 478.1 478.1 ... 5740.53 470.5 482.3 SC
7 SC2606 20251009 466.2 472.1 ... 18476.2 468.9 479.5 SC
8 SC2607 20251009 477 477 ... 282.52 470.8 478.7 SC
9 SC2608 20251009 469.5 471.3 ... 469.55 469.5 477.6 SC
10 SC2609 20251009 466.2 471.1 ... 1222.99 470.3 478.3 SC
11 SC2610 20251009 ... 0 471 478.3 SC
12 SC2612 20251009 465.3 465.3 ... 185.52 463.8 473.7 SC
13 SC2703 20251009 ... 0 472 472.1 SC
14 SC2706 20251009 ... 0 469.9 473 SC
15 SC2709 20251009 ... 0 469.4 476.2 SC
16 SC2712 20251009 ... 0 465.9 474 SC
17 SC2803 20251009 458 458 ... 91.6 458 475.1 SC
18 SC2806 20251009 458.7 460 ... 1001.62 455.2 465.8 SC
19 SC2809 20251009 459 459 ... 91.64 458.2 465.9 SC
21 LU2511 20251009 3328 3360 ... 100605.809 3329 3402 LU
22 LU2512 20251009 3349 3360 ... 156925.469 3342 3417 LU
23 LU2601 20251009 3346 3346 ... 81003.807 3326 3398 LU
24 LU2602 20251009 3329 3332 ... 3315.233 3318 3400 LU
25 LU2603 20251009 3377 3377 ... 379.372 3327 3375 LU
26 LU2604 20251009 3299 3305 ... 29.7 3300 3371 LU
27 LU2605 20251009 3255 3301 ... 16.394 3278 3358 LU
28 LU2606 20251009 3284 3298 ... 13.156 3289 3361 LU
29 LU2607 20251009 3278 3284 ... 16.383 3276 3353 LU
30 LU2608 20251009 3270 3273 ... 13.085 3271 3329 LU
31 LU2609 20251009 3280 3280 ... 29.407 3267 3317 LU
32 LU2610 20251009 ... 0 3267 3317 LU
34 NR2510 20251009 11360 12380 ... 855.45 12220 12200 NR
35 NR2511 20251009 12200 12490 ... 862883.4 12385 12240 NR
36 NR2512 20251009 12200 12485 ... 445589.105 12385 12255 NR
37 NR2601 20251009 12200 12490 ... 207180.275 12410 12285 NR
38 NR2602 20251009 12320 12435 ... 8979.275 12400 12260 NR
39 NR2603 20251009 12230 12415 ... 5179.585 12390 12280 NR
40 NR2604 20251009 12395 12555 ... 4139.045 12390 12285 NR
41 NR2605 20251009 12490 12490 ... 745.74 12425 12350 NR
42 NR2606 20251009 12475 12520 ... 87.31 12470 12415 NR
43 NR2607 20251009 12550 12550 ... 50.15 12535 12535 NR
44 NR2608 20251009 12585 12585 ... 75.445 12570 12555 NR
45 NR2609 20251009 ... 0 12510 12510 NR
47 BC2510 20251009 76000 76200 ... 570.5 76060 73830 BC
48 BC2511 20251009 75270 77440 ... 327729.33 76560 74070 BC
49 BC2512 20251009 76140 77490 ... 17526.86 76870 74340 BC
50 BC2601 20251009 ... 0 76900 73700 BC
51 BC2602 20251009 ... 0 76900 73700 BC
52 BC2603 20251009 77440 77500 ... 77.47 77470 74550 BC
53 BC2604 20251009 ... 0 77000 73400 BC
54 BC2605 20251009 ... 0 75900 72900 BC
55 BC2606 20251009 ... 0 75880 72960 BC
56 BC2607 20251009 ... 0 75800 72900 BC
57 BC2608 20251009 ... 0 75800 73280 BC
58 BC2609 20251009 ... 0 75710 73400 BC
60 EC2510 20251009 1100 1135 ... 86570.306 1112.5 1122.1 EC
61 EC2512 20251009 1672 1711.5 ... 336268.582 1620.2 1719.1 EC
62 EC2602 20251009 1400 1550 ... 90221.1205 1410.9 1628.2 EC
63 EC2604 20251009 1100 1150 ... 36389.341 1108.4 1243.6 EC
64 EC2606 20251009 1243.2 1349.9 ... 6408.4725 1294.6 1445.6 EC
65 EC2608 20251009 1400 1459 ... 4600.576 1415.5 1595.7 EC
68 SC_TAS2511 20251009 ... SC_TAS
69 SC_TAS2512 20251009 ... SC_TAS
70 SC_TAS2601 20251009 ... SC_TAS
71 SC_TAS2602 20251009 ... SC_TAS
[66 rows x 12 columns]
2025-10-10 18:26:17,368 - future_1d - INFO - ak.get_ine_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 a2511 20251009 3930.0 ... 3960.0 3929.00 A
1 a2601 20251009 3910.0 ... 3948.0 3903.00 A
2 a2603 20251009 3915.0 ... 3947.0 3903.00 A
3 a2605 20251009 3960.0 ... 3977.0 3935.00 A
4 a2607 20251009 3942.0 ... 3973.0 3933.00 A
5 a2609 20251009 3944.0 ... 3973.0 3938.00 A
6 b2510 20251009 3630.0 ... 3648.0 3607.00 B
7 b2511 20251009 3632.0 ... 3633.0 3599.00 B
8 b2512 20251009 3639.0 ... 3647.0 3615.00 B
9 b2601 20251009 3651.0 ... 3647.0 3616.00 B
10 b2602 20251009 3642.0 ... 3655.0 3630.00 B
11 b2603 20251009 3617.0 ... 3621.0 3589.00 B
12 b2604 20251009 3517.0 ... 3521.0 3491.00 B
13 b2605 20251009 3437.0 ... 3450.0 3425.00 B
14 b2606 20251009 3420.0 ... 3423.0 3395.00 B
15 b2607 20251009 3425.0 ... 3427.0 3396.00 B
16 b2608 20251009 3515.0 ... 3520.0 3497.00 B
17 b2609 20251009 3531.0 ... 3553.0 3520.00 B
18 bb2511 20251009 141.9 ... 141.6 141.90 BB
19 bb2601 20251009 146.8 ... 147.0 146.90 BB
20 bb2603 20251009 147.3 ... 147.1 147.05 BB
21 bb2605 20251009 146.6 ... 146.8 141.70 BB
22 bb2607 20251009 0.0 ... 151.7 146.45 BB
23 bb2609 20251009 0.0 ... 151.7 146.45 BB
24 bz2603 20251009 5731.0 ... 5732.0 5801.00 BZ
25 bz2604 20251009 5705.0 ... 5696.0 5779.00 BZ
26 bz2605 20251009 5723.0 ... 5683.0 5808.00 BZ
27 bz2606 20251009 5685.0 ... 5672.0 5878.00 BZ
28 bz2607 20251009 5697.0 ... 5681.0 5874.00 BZ
29 bz2608 20251009 5657.0 ... 5657.0 5836.00 BZ
30 bz2609 20251009 0.0 ... 5874.0 5884.00 BZ
31 c2511 20251009 2120.0 ... 2136.0 2147.00 C
32 c2601 20251009 2118.0 ... 2122.0 2128.00 C
33 c2603 20251009 2138.0 ... 2135.0 2141.00 C
34 c2605 20251009 2185.0 ... 2197.0 2198.00 C
35 c2607 20251009 2214.0 ... 2210.0 2210.00 C
36 c2609 20251009 2230.0 ... 2226.0 2226.00 C
37 cs2511 20251009 2450.0 ... 2438.0 2470.00 CS
38 cs2601 20251009 2448.0 ... 2440.0 2452.00 CS
39 cs2603 20251009 2450.0 ... 2448.0 2456.00 CS
40 cs2605 20251009 2530.0 ... 2535.0 2539.00 CS
41 cs2607 20251009 2536.0 ... 2541.0 2544.00 CS
42 cs2609 20251009 2581.0 ... 2577.0 2582.00 CS
43 eb2510 20251009 6734.0 ... 6705.0 6763.00 EB
44 eb2511 20251009 6828.0 ... 6787.0 6838.00 EB
45 eb2512 20251009 6808.0 ... 6801.0 6848.00 EB
46 eb2601 20251009 6859.0 ... 6825.0 6874.00 EB
47 eb2602 20251009 6901.0 ... 6864.0 6914.00 EB
48 eb2603 20251009 6945.0 ... 6906.0 6980.00 EB
49 eb2604 20251009 6979.0 ... 6946.0 6997.00 EB
50 eb2605 20251009 7003.0 ... 6975.0 6998.00 EB
51 eb2606 20251009 6969.0 ... 6980.0 7024.00 EB
52 eb2607 20251009 6959.0 ... 6959.0 7027.00 EB
53 eb2608 20251009 6985.0 ... 6997.0 7064.00 EB
54 eb2609 20251009 7018.0 ... 7018.0 7037.00 EB
55 eg2510 20251009 4211.0 ... 4173.0 4246.00 EG
56 eg2511 20251009 4190.0 ... 4156.0 4197.00 EG
57 eg2512 20251009 4158.0 ... 4134.0 4194.00 EG
58 eg2601 20251009 4200.0 ... 4145.0 4200.00 EG
59 eg2602 20251009 4173.0 ... 4143.0 4213.00 EG
60 eg2603 20251009 4208.0 ... 4181.0 4219.00 EG
61 eg2604 20251009 4222.0 ... 4197.0 4257.00 EG
62 eg2605 20251009 4290.0 ... 4224.0 4268.00 EG
63 eg2606 20251009 4225.0 ... 4225.0 4268.00 EG
64 eg2607 20251009 0.0 ... 4300.0 4300.00 EG
65 eg2608 20251009 0.0 ... 4285.0 4345.00 EG
66 eg2609 20251009 4259.0 ... 4259.0 4315.00 EG
67 fb2510 20251009 1256.0 ... 1252.0 1269.00 FB
68 fb2511 20251009 1259.5 ... 1265.5 1251.00 FB
69 fb2512 20251009 1250.0 ... 1257.0 1247.50 FB
70 fb2601 20251009 1255.0 ... 1260.0 1251.50 FB
71 fb2602 20251009 1259.5 ... 1264.5 1253.00 FB
72 fb2603 20251009 1250.0 ... 1256.0 1240.00 FB
73 fb2604 20251009 1273.0 ... 1270.5 1272.50 FB
74 fb2605 20251009 0.0 ... 1299.0 1299.00 FB
75 fb2606 20251009 0.0 ... 1276.5 1276.50 FB
76 fb2607 20251009 0.0 ... 1302.5 1302.50 FB
77 fb2608 20251009 0.0 ... 1308.0 1308.00 FB
78 fb2609 20251009 0.0 ... 1296.0 1296.00 FB
79 i2510 20251009 795.0 ... 802.0 799.50 I
80 i2511 20251009 805.0 ... 804.0 799.50 I
81 i2512 20251009 791.0 ... 797.0 792.50 I
82 i2601 20251009 782.0 ... 787.0 783.00 I
83 i2602 20251009 774.5 ... 783.0 778.00 I
84 i2603 20251009 771.0 ... 777.0 773.00 I
85 i2604 20251009 765.5 ... 775.0 769.00 I
86 i2605 20251009 762.5 ... 765.5 761.50 I
87 i2606 20251009 751.5 ... 761.0 756.50 I
88 i2607 20251009 747.0 ... 757.0 752.00 I
89 i2608 20251009 742.0 ... 752.5 747.50 I
90 i2609 20251009 742.0 ... 745.5 741.50 I
91 j2510 20251009 1550.0 ... 1600.5 1587.00 J
92 j2511 20251009 1569.0 ... 1580.0 1589.50 J
93 j2512 20251009 1602.5 ... 1611.0 1622.00 J
94 j2601 20251009 1626.0 ... 1636.0 1645.50 J
95 j2602 20251009 1666.5 ... 1669.5 1676.50 J
96 j2603 20251009 0.0 ... 1698.0 1698.00 J
97 j2604 20251009 0.0 ... 1766.0 1766.00 J
98 j2605 20251009 1774.0 ... 1787.0 1790.50 J
99 j2606 20251009 0.0 ... 1817.0 1817.00 J
100 j2607 20251009 0.0 ... 1833.5 1833.50 J
101 j2608 20251009 0.0 ... 1853.5 1853.50 J
102 j2609 20251009 1862.0 ... 1879.0 1852.00 J
103 jd2510 20251009 2800.0 ... 2676.0 2911.00 JD
104 jd2511 20251009 2890.0 ... 2871.0 3018.00 JD
105 jd2512 20251009 3088.0 ... 3055.0 3180.00 JD
106 jd2601 20251009 3270.0 ... 3254.0 3353.00 JD
107 jd2602 20251009 3089.0 ... 3059.0 3105.00 JD
108 jd2603 20251009 3120.0 ... 3103.0 3125.00 JD
109 jd2604 20251009 3229.0 ... 3229.0 3247.00 JD
110 jd2605 20251009 3400.0 ... 3398.0 3399.00 JD
111 jd2606 20251009 3235.0 ... 3244.0 3236.00 JD
112 jd2607 20251009 3500.0 ... 3480.0 3481.00 JD
113 jd2608 20251009 3945.0 ... 3951.0 3935.00 JD
114 jd2609 20251009 3803.0 ... 3819.0 3809.00 JD
115 jm2510 20251009 942.5 ... 953.5 979.00 JM
116 jm2511 20251009 995.0 ... 1008.0 1009.50 JM
117 jm2512 20251009 1055.0 ... 1075.5 1071.00 JM
118 jm2601 20251009 1126.0 ... 1147.0 1146.00 JM
119 jm2602 20251009 1155.5 ... 1173.0 1172.00 JM
120 jm2603 20251009 1166.5 ... 1195.5 1188.50 JM
121 jm2604 20251009 1196.5 ... 1216.0 1205.50 JM
122 jm2605 20251009 1216.0 ... 1241.5 1231.50 JM
123 jm2606 20251009 1243.5 ... 1268.5 1238.50 JM
124 jm2607 20251009 1264.5 ... 1286.5 1256.50 JM
125 jm2608 20251009 1286.5 ... 1313.0 1278.00 JM
126 jm2609 20251009 1307.0 ... 1326.5 1308.00 JM
127 l2510 20251009 7031.0 ... 6992.0 7039.00 L
128 l2511 20251009 7079.0 ... 7039.0 7100.00 L
129 l2512 20251009 7107.0 ... 7059.0 7134.00 L
130 l2601 20251009 7145.0 ... 7073.0 7156.00 L
131 l2602 20251009 7107.0 ... 7060.0 7152.00 L
132 l2603 20251009 7089.0 ... 7071.0 7163.00 L
133 l2604 20251009 7150.0 ... 7117.0 7207.00 L
134 l2605 20251009 7182.0 ... 7106.0 7194.00 L
135 l2606 20251009 7144.0 ... 7112.0 7193.00 L
136 l2607 20251009 7157.0 ... 7128.0 7212.00 L
137 l2608 20251009 7167.0 ... 7146.0 7235.00 L
138 l2609 20251009 7169.0 ... 7150.0 7217.00 L
139 lg2511 20251009 820.0 ... 826.5 820.00 LG
140 lg2601 20251009 824.5 ... 823.5 824.50 LG
141 lg2603 20251009 832.0 ... 829.5 830.00 LG
142 lg2605 20251009 830.0 ... 830.0 830.50 LG
143 lg2607 20251009 830.5 ... 831.5 831.00 LG
144 lg2609 20251009 833.5 ... 830.5 834.00 LG
145 lh2511 20251009 11710.0 ... 11695.0 12320.00 LH
146 lh2601 20251009 12335.0 ... 12235.0 12750.00 LH
147 lh2603 20251009 12100.0 ... 12035.0 12395.00 LH
148 lh2605 20251009 12500.0 ... 12480.0 12820.00 LH
149 lh2607 20251009 13200.0 ... 13180.0 13430.00 LH
150 lh2609 20251009 13800.0 ... 13850.0 13995.00 LH
151 m2511 20251009 2926.0 ... 2909.0 2907.00 M
152 m2512 20251009 2959.0 ... 2947.0 2945.00 M
153 m2601 20251009 2950.0 ... 2934.0 2933.00 M
154 m2603 20251009 2845.0 ... 2899.0 2900.00 M
155 m2605 20251009 2751.0 ... 2751.0 2741.00 M
156 m2607 20251009 2725.0 ... 2733.0 2725.00 M
157 m2608 20251009 2853.0 ... 2854.0 2846.00 M
158 m2609 20251009 2860.0 ... 2858.0 2850.00 M
159 p2510 20251009 9388.0 ... 9422.0 9058.00 P
160 p2511 20251009 9388.0 ... 9416.0 9142.00 P
161 p2512 20251009 9412.0 ... 9476.0 9156.00 P
162 p2601 20251009 9452.0 ... 9512.0 9190.00 P
163 p2602 20251009 9424.0 ... 9486.0 9176.00 P
164 p2603 20251009 9416.0 ... 9456.0 9152.00 P
165 p2604 20251009 9334.0 ... 9374.0 9076.00 P
166 p2605 20251009 9250.0 ... 9298.0 9004.00 P
167 p2606 20251009 9152.0 ... 9200.0 8978.00 P
168 p2607 20251009 8958.0 ... 9068.0 8796.00 P
169 p2608 20251009 8958.0 ... 8992.0 8696.00 P
170 p2609 20251009 8798.0 ... 8846.0 8618.00 P
171 pg2510 20251009 4382.0 ... 4277.0 4443.00 PG
172 pg2511 20251009 4122.0 ... 4078.0 4295.00 PG
173 pg2512 20251009 3996.0 ... 4000.0 4202.00 PG
174 pg2601 20251009 4048.0 ... 3945.0 4132.00 PG
175 pg2602 20251009 3998.0 ... 3883.0 4064.00 PG
176 pg2603 20251009 3898.0 ... 3822.0 3981.00 PG
177 pg2604 20251009 4244.0 ... 4215.0 4332.00 PG
178 pg2605 20251009 4108.0 ... 4128.0 4253.00 PG
179 pg2606 20251009 4103.0 ... 4075.0 4199.00 PG
180 pg2607 20251009 4018.0 ... 4005.0 4139.00 PG
181 pg2608 20251009 3995.0 ... 3955.0 4081.00 PG
182 pg2609 20251009 3919.0 ... 3919.0 4082.00 PG
183 pp2510 20251009 6655.0 ... 6642.0 6758.00 PP
184 pp2511 20251009 6752.0 ... 6684.0 6801.00 PP
185 pp2512 20251009 6774.0 ... 6719.0 6839.00 PP
186 pp2601 20251009 6800.0 ... 6750.0 6873.00 PP
187 pp2602 20251009 6824.0 ... 6743.0 6866.00 PP
188 pp2603 20251009 6782.0 ... 6736.0 6862.00 PP
189 pp2604 20251009 6808.0 ... 6759.0 6884.00 PP
190 pp2605 20251009 6874.0 ... 6801.0 6910.00 PP
191 pp2606 20251009 6827.0 ... 6759.0 6874.00 PP
192 pp2607 20251009 6802.0 ... 6747.0 6846.00 PP
193 pp2608 20251009 6822.0 ... 6794.0 6862.00 PP
194 pp2609 20251009 6858.0 ... 6835.0 6890.00 PP
195 rr2510 20251009 0.0 ... 3612.0 3612.00 RR
196 rr2511 20251009 3618.0 ... 3619.0 3616.00 RR
197 rr2512 20251009 3606.0 ... 3596.0 3604.00 RR
198 rr2601 20251009 3620.0 ... 3626.0 3624.00 RR
199 rr2602 20251009 3611.0 ... 3611.0 3614.00 RR
200 rr2603 20251009 0.0 ... 3613.0 3613.00 RR
201 rr2604 20251009 0.0 ... 3621.0 3621.00 RR
202 rr2605 20251009 0.0 ... 3609.0 3607.00 RR
203 rr2606 20251009 0.0 ... 3608.0 3608.00 RR
204 rr2607 20251009 0.0 ... 3609.0 3609.00 RR
205 rr2608 20251009 0.0 ... 3614.0 3614.00 RR
206 rr2609 20251009 0.0 ... 3630.0 3630.00 RR
207 v2510 20251009 4697.0 ... 4634.0 4733.00 V
208 v2511 20251009 4738.0 ... 4667.0 4770.00 V
209 v2512 20251009 4784.0 ... 4704.0 4807.00 V
210 v2601 20251009 4825.0 ... 4755.0 4858.00 V
211 v2602 20251009 4866.0 ... 4805.0 4903.00 V
212 v2603 20251009 4900.0 ... 4839.0 4928.00 V
213 v2604 20251009 5089.0 ... 5049.0 5137.00 V
214 v2605 20251009 5152.0 ... 5085.0 5172.00 V
215 v2606 20251009 5178.0 ... 5119.0 5203.00 V
216 v2607 20251009 5176.0 ... 5153.0 5238.00 V
217 v2608 20251009 5213.0 ... 5195.0 5272.00 V
218 v2609 20251009 5293.0 ... 5231.0 5308.00 V
219 y2511 20251009 8178.0 ... 8290.0 8128.00 Y
220 y2512 20251009 8302.0 ... 8342.0 8168.00 Y
221 y2601 20251009 8212.0 ... 8294.0 8114.00 Y
222 y2603 20251009 8178.0 ... 8226.0 8066.00 Y
223 y2605 20251009 7996.0 ... 8044.0 7876.00 Y
224 y2607 20251009 7950.0 ... 7978.0 7844.00 Y
225 y2608 20251009 7932.0 ... 7988.0 7830.00 Y
226 y2609 20251009 7868.0 ... 7954.0 7816.00 Y
[227 rows x 12 columns]
2025-10-10 18:26:17,991 - future_1d - INFO - ak.get_dce_daily('2025-10-09') done
symbol date open ... settle pre_settle variety
0 PS2510 20251009 50845.0 ... 50760.0 50845.0 PS
1 PS2511 20251009 51280.0 ... 50185.0 50765.0 PS
2 PS2512 20251009 53900.0 ... 52860.0 53270.0 PS
3 PS2601 20251009 53610.0 ... 52695.0 52955.0 PS
4 PS2602 20251009 53630.0 ... 52535.0 52730.0 PS
5 PS2603 20251009 53475.0 ... 52620.0 52665.0 PS
6 PS2604 20251009 53320.0 ... 52550.0 52665.0 PS
7 PS2605 20251009 53150.0 ... 52570.0 52670.0 PS
8 PS2606 20251009 55075.0 ... 54535.0 54735.0 PS
9 PS2607 20251009 55150.0 ... 54430.0 54590.0 PS
10 PS2608 20251009 54620.0 ... 54115.0 54375.0 PS
11 PS2609 20251009 53925.0 ... 54065.0 54400.0 PS
13 SI2510 20251009 8610.0 ... 8640.0 8660.0 SI
14 SI2511 20251009 8650.0 ... 8645.0 8665.0 SI
15 SI2512 20251009 9000.0 ... 9035.0 9050.0 SI
16 SI2601 20251009 8980.0 ... 8985.0 9000.0 SI
17 SI2602 20251009 9005.0 ... 8990.0 9005.0 SI
18 SI2603 20251009 9035.0 ... 8975.0 9020.0 SI
19 SI2604 20251009 8990.0 ... 9000.0 9030.0 SI
20 SI2605 20251009 9100.0 ... 9020.0 9035.0 SI
21 SI2606 20251009 9035.0 ... 9020.0 9050.0 SI
22 SI2607 20251009 9050.0 ... 9055.0 9060.0 SI
23 SI2608 20251009 8990.0 ... 9040.0 9085.0 SI
24 SI2609 20251009 9045.0 ... 9060.0 9085.0 SI
27 LC2510 20251009 72000.0 ... 73040.0 73340.0 LC
28 LC2511 20251009 73200.0 ... 73700.0 73140.0 LC
29 LC2512 20251009 73880.0 ... 73780.0 73220.0 LC
30 LC2601 20251009 73500.0 ... 73640.0 73160.0 LC
31 LC2602 20251009 72960.0 ... 73320.0 72800.0 LC
32 LC2603 20251009 72960.0 ... 73400.0 72800.0 LC
33 LC2604 20251009 73700.0 ... 73820.0 73200.0 LC
34 LC2605 20251009 73460.0 ... 73740.0 73280.0 LC
35 LC2606 20251009 73140.0 ... 73720.0 73100.0 LC
36 LC2607 20251009 73100.0 ... 73600.0 72960.0 LC
37 LC2608 20251009 73200.0 ... 73720.0 73120.0 LC
38 LC2609 20251009 73640.0 ... 73720.0 73100.0 LC
[36 rows x 12 columns]
2025-10-10 18:26:18,131 - future_1d - INFO - ak.get_gfex_daily('2025-10-09') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251009 ... 86040 83220 CU
1 1 CU2511 20251009 ... 85910 83260 CU
2 2 CU2512 20251009 ... 85940 83250 CU
3 3 CU2601 20251009 ... 85900 83220 CU
4 4 CU2602 20251009 ... 85730 83200 CU
5 5 CU2603 20251009 ... 85740 83150 CU
6 6 CU2604 20251009 ... 86060 83070 CU
7 7 CU2605 20251009 ... 85860 83010 CU
8 8 CU2606 20251009 ... 85890 82870 CU
9 9 CU2607 20251009 ... 85640 82910 CU
10 10 CU2608 20251009 ... 85310 82750 CU
11 11 CU2609 20251009 ... 85410 82840 CU
12 12 BC2510 20251009 ... 76060 73830 BC
13 13 BC2511 20251009 ... 76560 74070 BC
14 14 BC2512 20251009 ... 76870 74340 BC
15 15 BC2601 20251009 ... 76900 73700 BC
16 16 BC2602 20251009 ... 76900 73700 BC
17 17 BC2603 20251009 ... 77470 74550 BC
18 18 BC2604 20251009 ... 77000 73400 BC
19 19 BC2605 20251009 ... 75900 72900 BC
20 20 BC2606 20251009 ... 75880 72960 BC
21 21 BC2607 20251009 ... 75800 72900 BC
22 22 BC2608 20251009 ... 75800 73280 BC
23 23 BC2609 20251009 ... 75710 73400 BC
24 24 AL2510 20251009 ... 21030 20745 AL
25 25 AL2511 20251009 ... 21005 20755 AL
26 26 AL2512 20251009 ... 21010 20755 AL
27 27 AL2601 20251009 ... 21010 20760 AL
28 28 AL2602 20251009 ... 21005 20755 AL
29 29 AL2603 20251009 ... 21005 20775 AL
30 30 AL2604 20251009 ... 21030 20820 AL
31 31 AL2605 20251009 ... 21055 20830 AL
32 32 AL2606 20251009 ... 21035 20840 AL
33 33 AL2607 20251009 ... 21070 20825 AL
34 34 AL2608 20251009 ... 21060 20825 AL
35 35 AL2609 20251009 ... 21060 20810 AL
36 36 ZN2510 20251009 ... 22165 21870 ZN
37 37 ZN2511 20251009 ... 22200 21935 ZN
38 38 ZN2512 20251009 ... 22230 21950 ZN
39 39 ZN2601 20251009 ... 22240 21985 ZN
40 40 ZN2602 20251009 ... 22290 22010 ZN
41 41 ZN2603 20251009 ... 22340 22020 ZN
42 42 ZN2604 20251009 ... 22375 22055 ZN
43 43 ZN2605 20251009 ... 22415 22125 ZN
44 44 ZN2606 20251009 ... 22425 22170 ZN
45 45 ZN2607 20251009 ... 22460 22170 ZN
46 46 ZN2608 20251009 ... 22435 22175 ZN
47 47 ZN2609 20251009 ... 22475 22245 ZN
48 48 PB2510 20251009 ... 17025 16895 PB
49 49 PB2511 20251009 ... 17040 16930 PB
50 50 PB2512 20251009 ... 17075 16955 PB
51 51 PB2601 20251009 ... 17095 16970 PB
52 52 PB2602 20251009 ... 16990 16970 PB
53 53 PB2603 20251009 ... 17205 16985 PB
54 54 PB2604 20251009 ... 17170 17015 PB
55 55 PB2605 20251009 ... 17195 17025 PB
56 56 PB2606 20251009 ... 17165 17020 PB
57 57 PB2607 20251009 ... 17020 17020 PB
58 58 PB2608 20251009 ... 17255 17030 PB
59 59 PB2609 20251009 ... 17285 17050 PB
60 60 NI2510 20251009 ... 122090 121200 NI
61 61 NI2511 20251009 ... 123120 121580 NI
62 62 NI2512 20251009 ... 123310 121720 NI
63 63 NI2601 20251009 ... 123530 121920 NI
64 64 NI2602 20251009 ... 123470 121980 NI
65 65 NI2603 20251009 ... 124010 122290 NI
66 66 NI2604 20251009 ... 124320 122630 NI
67 67 NI2605 20251009 ... 124550 122780 NI
68 68 NI2606 20251009 ... 124900 122720 NI
69 69 NI2607 20251009 ... 124850 123310 NI
70 70 NI2608 20251009 ... 125590 123760 NI
71 71 NI2609 20251009 ... 125660 124310 NI
72 72 SN2510 20251009 ... 284870 278060 SN
73 73 SN2511 20251009 ... 285070 278760 SN
74 74 SN2512 20251009 ... 285420 278700 SN
75 75 SN2601 20251009 ... 285490 278760 SN
76 76 SN2602 20251009 ... 285460 278620 SN
77 77 SN2603 20251009 ... 285280 278480 SN
78 78 SN2604 20251009 ... 284800 279250 SN
79 79 SN2605 20251009 ... 285020 277730 SN
80 80 SN2606 20251009 ... 285390 277860 SN
81 81 SN2607 20251009 ... 284640 278390 SN
82 82 SN2608 20251009 ... 285520 279230 SN
83 83 SN2609 20251009 ... 287820 279080 SN
84 84 AO2510 20251009 ... 2818 2835 AO
85 85 AO2511 20251009 ... 2844 2854 AO
86 86 AO2512 20251009 ... 2860 2868 AO
87 87 AO2601 20251009 ... 2871 2883 AO
88 88 AO2602 20251009 ... 2882 2897 AO
89 89 AO2603 20251009 ... 2949 2966 AO
90 90 AO2604 20251009 ... 2958 2967 AO
91 91 AO2605 20251009 ... 2965 2974 AO
92 92 AO2606 20251009 ... 2972 2980 AO
93 93 AO2607 20251009 ... 2978 2987 AO
94 94 AO2608 20251009 ... 2987 3002 AO
95 95 AO2609 20251009 ... 3000 3017 AO
96 96 AD2511 20251009 ... 20485 20250 AD
97 97 AD2512 20251009 ... 20535 20290 AD
98 98 AD2601 20251009 ... 20610 20330 AD
99 99 AD2602 20251009 ... 20620 20350 AD
100 100 AD2603 20251009 ... 20325 20325 AD
101 101 AD2604 20251009 ... 20360 20310 AD
102 102 AD2605 20251009 ... 20550 20310 AD
103 103 AD2606 20251009 ... 20365 20325 AD
104 104 AD2607 20251009 ... 20510 20510 AD
105 105 AD2608 20251009 ... 20495 20515 AD
106 106 AD2609 20251009 ... 20335 20335 AD
107 107 AU2510 20251009 ... 912.68 870.54 AU
108 108 AU2511 20251009 ... 912.92 871.26 AU
109 109 AU2512 20251009 ... 912.96 872.3 AU
110 110 AU2602 20251009 ... 915.62 875.08 AU
111 111 AU2604 20251009 ... 917.54 876.98 AU
112 112 AU2606 20251009 ... 918.92 879.94 AU
113 113 AU2608 20251009 ... 921.98 880.24 AU
114 114 AU2610 20251009 ... 924.9 885.3 AU
115 115 AG2510 20251009 ... 11193 10901 AG
116 116 AG2511 20251009 ... 11192 10916 AG
117 117 AG2512 20251009 ... 11209 10926 AG
118 118 AG2601 20251009 ... 11217 10935 AG
119 119 AG2602 20251009 ... 11235 10953 AG
120 120 AG2603 20251009 ... 11249 10957 AG
121 121 AG2604 20251009 ... 11256 10964 AG
122 122 AG2605 20251009 ... 11266 10989 AG
123 123 AG2606 20251009 ... 11255 10993 AG
124 124 AG2607 20251009 ... 11284 11015 AG
125 125 AG2608 20251009 ... 11293 11009 AG
126 126 AG2609 20251009 ... 11305 11036 AG
127 127 RB2510 20251009 ... 2998 3001 RB
128 128 RB2511 20251009 ... 3019 3021 RB
129 129 RB2512 20251009 ... 3070 3074 RB
130 130 RB2601 20251009 ... 3087 3090 RB
131 131 RB2602 20251009 ... 3093 3095 RB
132 132 RB2603 20251009 ... 3109 3106 RB
133 133 RB2604 20251009 ... 3131 3130 RB
134 134 RB2605 20251009 ... 3145 3144 RB
135 135 RB2606 20251009 ... 3158 3159 RB
136 136 RB2607 20251009 ... 3175 3177 RB
137 137 RB2608 20251009 ... 3180 3175 RB
138 138 RB2609 20251009 ... 3189 3186 RB
139 139 WR2510 20251009 ... 3069 3069 WR
140 140 WR2511 20251009 ... 3270 3300 WR
141 141 WR2512 20251009 ... 3309 3309 WR
142 142 WR2601 20251009 ... 3320 3307 WR
143 143 WR2602 20251009 ... 3301 3301 WR
144 144 WR2603 20251009 ... 3329 3329 WR
145 145 WR2604 20251009 ... 3339 3339 WR
146 146 WR2605 20251009 ... 3279 3248 WR
147 147 WR2606 20251009 ... 3356 3296 WR
148 148 WR2607 20251009 ... 3390 3390 WR
149 149 WR2608 20251009 ... 3431 3408 WR
150 150 WR2609 20251009 ... 3430 3430 WR
151 151 HC2510 20251009 ... 3352 3380 HC
152 152 HC2511 20251009 ... 3306 3329 HC
153 153 HC2512 20251009 ... 3300 3300 HC
154 154 HC2601 20251009 ... 3273 3274 HC
155 155 HC2602 20251009 ... 3272 3270 HC
156 156 HC2603 20251009 ... 3281 3279 HC
157 157 HC2604 20251009 ... 3286 3279 HC
158 158 HC2605 20251009 ... 3281 3276 HC
159 159 HC2606 20251009 ... 3286 3274 HC
160 160 HC2607 20251009 ... 3294 3291 HC
161 161 HC2608 20251009 ... 3298 3293 HC
162 162 HC2609 20251009 ... 3301 3306 HC
163 163 SS2510 20251009 ... 12600 12650 SS
164 164 SS2511 20251009 ... 12800 12785 SS
165 165 SS2512 20251009 ... 12820 12800 SS
166 166 SS2601 20251009 ... 12890 12865 SS
167 167 SS2602 20251009 ... 12925 12915 SS
168 168 SS2603 20251009 ... 13050 13025 SS
169 169 SS2604 20251009 ... 13115 13105 SS
170 170 SS2605 20251009 ... 13195 13160 SS
171 171 SS2606 20251009 ... 13290 13230 SS
172 172 SS2607 20251009 ... 13320 13280 SS
173 173 SS2608 20251009 ... 13375 13340 SS
174 174 SS2609 20251009 ... 13410 13385 SS
175 175 SC2511 20251009 ... 468.7 480.5 SC
176 176 SC2512 20251009 ... 471.4 482 SC
177 177 SC2601 20251009 ... 471.2 481.6 SC
178 178 SC2602 20251009 ... 470.2 481.1 SC
179 179 SC2603 20251009 ... 469.6 480.5 SC
180 180 SC2604 20251009 ... 469.6 480.4 SC
181 181 SC2605 20251009 ... 470.5 482.3 SC
182 182 SC2606 20251009 ... 468.9 479.5 SC
183 183 SC2607 20251009 ... 470.8 478.7 SC
184 184 SC2608 20251009 ... 469.5 477.6 SC
185 185 SC2609 20251009 ... 470.3 478.3 SC
186 186 SC2610 20251009 ... 471 478.3 SC
187 187 SC2612 20251009 ... 463.8 473.7 SC
188 188 SC2703 20251009 ... 472 472.1 SC
189 189 SC2706 20251009 ... 469.9 473 SC
190 190 SC2709 20251009 ... 469.4 476.2 SC
191 191 SC2712 20251009 ... 465.9 474 SC
192 192 SC2803 20251009 ... 458 475.1 SC
193 193 SC2806 20251009 ... 455.2 465.8 SC
194 194 SC2809 20251009 ... 458.2 465.9 SC
195 195 LU2511 20251009 ... 3329 3402 LU
196 196 LU2512 20251009 ... 3342 3417 LU
197 197 LU2601 20251009 ... 3326 3398 LU
198 198 LU2602 20251009 ... 3318 3400 LU
199 199 LU2603 20251009 ... 3327 3375 LU
200 200 LU2604 20251009 ... 3300 3371 LU
201 201 LU2605 20251009 ... 3278 3358 LU
202 202 LU2606 20251009 ... 3289 3361 LU
203 203 LU2607 20251009 ... 3276 3353 LU
204 204 LU2608 20251009 ... 3271 3329 LU
205 205 LU2609 20251009 ... 3267 3317 LU
206 206 LU2610 20251009 ... 3267 3317 LU
207 207 FU2511 20251009 ... 2935 2995 FU
208 208 FU2512 20251009 ... 2851 2911 FU
209 209 FU2601 20251009 ... 2813 2870 FU
210 210 FU2602 20251009 ... 2786 2846 FU
211 211 FU2603 20251009 ... 2780 2833 FU
212 212 FU2604 20251009 ... 2773 2822 FU
213 213 FU2605 20251009 ... 2761 2807 FU
214 214 FU2606 20251009 ... 2752 2791 FU
215 215 FU2607 20251009 ... 2727 2764 FU
216 216 FU2608 20251009 ... 2702 2732 FU
217 217 FU2609 20251009 ... 2691 2718 FU
218 218 FU2610 20251009 ... 2686 2718 FU
219 219 BU2510 20251009 ... 3470 3444 BU
220 220 BU2511 20251009 ... 3376 3427 BU
221 221 BU2512 20251009 ... 3327 3378 BU
222 222 BU2601 20251009 ... 3307 3359 BU
223 223 BU2602 20251009 ... 3314 3366 BU
224 224 BU2603 20251009 ... 3323 3365 BU
225 225 BU2604 20251009 ... 3319 3368 BU
226 226 BU2605 20251009 ... 3328 3374 BU
227 227 BU2606 20251009 ... 3328 3369 BU
228 228 BU2607 20251009 ... 3331 3381 BU
229 229 BU2608 20251009 ... 3356 3378 BU
230 230 BU2609 20251009 ... 3316 3368 BU
231 231 BU2612 20251009 ... 3270 3308 BU
232 232 BU2703 20251009 ... 3276 3311 BU
233 233 BU2706 20251009 ... 3282 3306 BU
234 234 BU2709 20251009 ... 3300 3299 BU
235 235 BR2510 20251009 ... 11310 11230 BR
236 236 BR2511 20251009 ... 11260 11175 BR
237 237 BR2512 20251009 ... 11235 11165 BR
238 238 BR2601 20251009 ... 11225 11165 BR
239 239 BR2602 20251009 ... 11245 11170 BR
240 240 BR2603 20251009 ... 11265 11170 BR
241 241 BR2604 20251009 ... 11195 11175 BR
242 242 BR2605 20251009 ... 11295 11235 BR
243 243 BR2606 20251009 ... 11345 11270 BR
244 244 BR2607 20251009 ... 11415 11375 BR
245 245 BR2608 20251009 ... 11460 11410 BR
246 246 BR2609 20251009 ... 11505 11355 BR
247 247 RU2510 20251009 ... 14535 14265 RU
248 248 RU2511 20251009 ... 14485 14365 RU
249 249 RU2601 20251009 ... 15325 15180 RU
250 250 RU2603 20251009 ... 15345 15155 RU
251 251 RU2604 20251009 ... 15290 15150 RU
252 252 RU2605 20251009 ... 15290 15165 RU
253 253 RU2606 20251009 ... 15270 15175 RU
254 254 RU2607 20251009 ... 15370 15150 RU
255 255 RU2608 20251009 ... 15300 15095 RU
256 256 RU2609 20251009 ... 15315 15145 RU
257 257 NR2510 20251009 ... 12220 12200 NR
258 258 NR2511 20251009 ... 12385 12240 NR
259 259 NR2512 20251009 ... 12385 12255 NR
260 260 NR2601 20251009 ... 12410 12285 NR
261 261 NR2602 20251009 ... 12400 12260 NR
262 262 NR2603 20251009 ... 12390 12280 NR
263 263 NR2604 20251009 ... 12390 12285 NR
264 264 NR2605 20251009 ... 12425 12350 NR
265 265 NR2606 20251009 ... 12470 12415 NR
266 266 NR2607 20251009 ... 12535 12535 NR
267 267 NR2608 20251009 ... 12570 12555 NR
268 268 NR2609 20251009 ... 12510 12510 NR
269 269 SP2510 20251009 ... 4808 4808 SP
270 270 SP2511 20251009 ... 4812 4856 SP
271 271 SP2512 20251009 ... 4832 4874 SP
272 272 SP2601 20251009 ... 5108 5142 SP
273 273 SP2602 20251009 ... 5114 5140 SP
274 274 SP2603 20251009 ... 5130 5160 SP
275 275 SP2604 20251009 ... 5140 5168 SP
276 276 SP2605 20251009 ... 5150 5182 SP
277 277 SP2606 20251009 ... 5182 5198 SP
278 278 SP2607 20251009 ... 5170 5194 SP
279 279 SP2608 20251009 ... 5192 5212 SP
280 280 SP2609 20251009 ... 5178 5212 SP
281 281 OP2601 20251009 ... 4214 4232 OP
282 282 OP2602 20251009 ... 4224 4218 OP
283 283 OP2603 20251009 ... 4222 4258 OP
284 284 OP2604 20251009 ... 4268 4276 OP
285 285 OP2605 20251009 ... 4266 4266 OP
286 286 OP2606 20251009 ... 4234 4236 OP
287 287 OP2607 20251009 ... 4238 4238 OP
288 288 OP2608 20251009 ... 4248 4238 OP
289 289 OP2609 20251009 ... 4266 4330 OP
290 290 EC2510 20251009 ... 1112.5 1122.1 EC
291 291 EC2512 20251009 ... 1620.2 1719.1 EC
292 292 EC2602 20251009 ... 1410.9 1628.2 EC
293 293 EC2604 20251009 ... 1108.4 1243.6 EC
294 294 EC2606 20251009 ... 1294.6 1445.6 EC
295 295 EC2608 20251009 ... 1415.5 1595.7 EC
296 296 SC_TAS2511 20251009 ... SC_TAS
297 297 SC_TAS2512 20251009 ... SC_TAS
298 298 SC_TAS2601 20251009 ... SC_TAS
299 299 SC_TAS2602 20251009 ... SC_TAS
[300 rows x 13 columns]
2025-10-10 18:26:18,234 - future_1d - INFO - ak.get_shfe_daily('2025-10-09') done
2025-10-10 18:26:20,014 - future_1d - INFO - save future_daily 2025-10-09 completed
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251010 9010.0 9175.0 ... 108.45 9037.0 9056.0 AP
1 AP511 20251010 8714.0 8796.0 ... 14449.55 8747.0 8692.0 AP
2 AP512 20251010 8648.0 8727.0 ... 4961.44 8689.0 8655.0 AP
3 AP601 20251010 8683.0 8788.0 ... 874039.85 8721.0 8691.0 AP
4 AP603 20251010 8521.0 8636.0 ... 2556.79 8580.0 8527.0 AP
5 AP604 20251010 8516.0 8633.0 ... 1134.18 8592.0 8517.0 AP
6 AP605 20251010 8563.0 8694.0 ... 44339.02 8640.0 8564.0 AP
7 CF511 20251010 13250.0 13415.0 ... 121951.45 13340.0 13255.0 CF
8 CF601 20251010 13295.0 13420.0 ... 2287632.70 13355.0 13290.0 CF
9 CF603 20251010 13300.0 13430.0 ... 191533.79 13335.0 13295.0 CF
10 CF605 20251010 13340.0 13465.0 ... 418980.92 13405.0 13330.0 CF
11 CF607 20251010 13440.0 13490.0 ... 1491.33 13435.0 13360.0 CF
12 CF609 20251010 13535.0 13645.0 ... 3085.34 13590.0 13515.0 CF
13 CJ512 20251010 10930.0 11135.0 ... 10691.61 11015.0 10805.0 CJ
14 CJ601 20251010 11000.0 11230.0 ... 1590993.41 11110.0 10895.0 CJ
15 CJ603 20251010 10935.0 11175.0 ... 23433.48 11060.0 10845.0 CJ
16 CJ605 20251010 11045.0 11285.0 ... 255976.02 11170.0 10955.0 CJ
17 CJ607 20251010 11140.0 11335.0 ... 3709.49 11225.0 11035.0 CJ
18 CJ609 20251010 11255.0 11440.0 ... 2579.58 11365.0 11165.0 CJ
19 CY510 20251010 0.0 0.0 ... 0.00 19515.0 19480.0 CY
20 CY511 20251010 19520.0 19805.0 ... 48797.19 19725.0 19470.0 CY
21 CY512 20251010 0.0 0.0 ... 0.00 19310.0 19310.0 CY
22 CY601 20251010 19350.0 19490.0 ... 113179.57 19415.0 19380.0 CY
23 CY602 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
24 CY603 20251010 19300.0 19700.0 ... 146.69 19560.0 19450.0 CY
25 CY604 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251010 19675.0 19680.0 ... 137.04 19575.0 19475.0 CY
27 CY606 20251010 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251010 0.0 0.0 ... 0.00 19850.0 19850.0 CY
29 CY608 20251010 0.0 0.0 ... 0.00 19335.0 19335.0 CY
30 CY609 20251010 0.0 0.0 ... 0.00 19805.0 19805.0 CY
31 FG510 20251010 0.0 0.0 ... 0.00 1099.0 1101.0 FG
32 FG511 20251010 1119.0 1130.0 ... 89279.98 1117.0 1107.0 FG
33 FG512 20251010 1232.0 1249.0 ... 89524.47 1230.0 1220.0 FG
34 FG601 20251010 1224.0 1245.0 ... 5224223.26 1224.0 1215.0 FG
35 FG602 20251010 1285.0 1304.0 ... 45666.38 1282.0 1272.0 FG
36 FG603 20251010 1287.0 1306.0 ... 84022.33 1288.0 1276.0 FG
37 FG604 20251010 1354.0 1371.0 ... 1693.14 1355.0 1335.0 FG
38 FG605 20251010 1340.0 1371.0 ... 254349.80 1351.0 1334.0 FG
39 FG606 20251010 1374.0 1400.0 ... 1151.48 1384.0 1369.0 FG
40 FG607 20251010 1365.0 1391.0 ... 2545.67 1372.0 1356.0 FG
41 FG608 20251010 1410.0 1429.0 ... 1116.02 1416.0 1400.0 FG
42 FG609 20251010 1405.0 1431.0 ... 8066.61 1417.0 1403.0 FG
43 JR511 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251010 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251010 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251010 2205.0 2210.0 ... 641.34 2204.0 2202.0 MA
52 MA511 20251010 2241.0 2255.0 ... 35444.98 2243.0 2245.0 MA
53 MA512 20251010 2265.0 2288.0 ... 85770.82 2270.0 2276.0 MA
54 MA601 20251010 2290.0 2308.0 ... 1307251.87 2295.0 2298.0 MA
55 MA602 20251010 2320.0 2341.0 ... 60599.22 2326.0 2325.0 MA
56 MA603 20251010 2339.0 2363.0 ... 134219.75 2347.0 2350.0 MA
57 MA604 20251010 2362.0 2372.0 ... 94.41 2360.0 2360.0 MA
58 MA605 20251010 2349.0 2362.0 ... 137736.49 2346.0 2355.0 MA
59 MA606 20251010 2371.0 2372.0 ... 77.58 2351.0 2358.0 MA
60 MA607 20251010 2349.0 2354.0 ... 112.39 2341.0 2336.0 MA
61 MA608 20251010 2341.0 2353.0 ... 42.25 2347.0 2345.0 MA
62 MA609 20251010 2323.0 2333.0 ... 1696.86 2321.0 2325.0 MA
63 OI511 20251010 10422.0 10422.0 ... 172389.98 10308.0 10352.0 OI
64 OI601 20251010 10238.0 10247.0 ... 2813643.22 10138.0 10197.0 OI
65 OI603 20251010 10003.0 10017.0 ... 256188.87 9916.0 9966.0 OI
66 OI605 20251010 9720.0 9735.0 ... 171151.48 9652.0 9683.0 OI
67 OI607 20251010 9625.0 9639.0 ... 917.66 9559.0 9613.0 OI
68 OI609 20251010 9566.0 9585.0 ... 1988.10 9512.0 9547.0 OI
69 PF510 20251010 6206.0 6206.0 ... 127.09 6200.0 6250.0 PF
70 PF511 20251010 6292.0 6300.0 ... 508421.02 6228.0 6274.0 PF
71 PF512 20251010 6232.0 6252.0 ... 503489.98 6184.0 6214.0 PF
72 PF601 20251010 6264.0 6292.0 ... 86086.50 6230.0 6258.0 PF
73 PF602 20251010 6254.0 6262.0 ... 305619.36 6188.0 6236.0 PF
74 PF603 20251010 6242.0 6258.0 ... 154434.07 6184.0 6232.0 PF
75 PF604 20251010 6332.0 6344.0 ... 134.30 6246.0 6288.0 PF
76 PF605 20251010 6320.0 6352.0 ... 219.18 6262.0 6304.0 PF
77 PF606 20251010 6334.0 6334.0 ... 50.24 6280.0 6336.0 PF
78 PF607 20251010 6352.0 6352.0 ... 53.57 6302.0 6330.0 PF
79 PF608 20251010 6372.0 6382.0 ... 41.12 6326.0 6376.0 PF
80 PF609 20251010 6368.0 6400.0 ... 82.66 6360.0 6390.0 PF
81 PK510 20251010 7650.0 7704.0 ... 84.46 7678.0 7620.0 PK
82 PK511 20251010 7702.0 7916.0 ... 774780.16 7816.0 7712.0 PK
83 PK512 20251010 7708.0 7876.0 ... 192816.30 7792.0 7704.0 PK
84 PK601 20251010 7750.0 7910.0 ... 387951.26 7838.0 7748.0 PK
85 PK603 20251010 7804.0 7946.0 ... 34929.62 7886.0 7782.0 PK
86 PK604 20251010 7830.0 7962.0 ... 1580.85 7924.0 7832.0 PK
87 PK605 20251010 7846.0 7976.0 ... 25695.93 7928.0 7840.0 PK
88 PL601 20251010 6231.0 6242.0 ... 67065.51 6205.0 6219.0 PL
89 PL602 20251010 6268.0 6276.0 ... 29438.79 6242.0 6253.0 PL
90 PL603 20251010 6259.0 6259.0 ... 26758.92 6240.0 6257.0 PL
91 PL604 20251010 0.0 0.0 ... 0.00 6239.0 6363.0 PL
92 PL605 20251010 6196.0 6202.0 ... 37.20 6200.0 6216.0 PL
93 PL606 20251010 0.0 0.0 ... 0.00 6290.0 6290.0 PL
94 PL607 20251010 6230.0 6279.0 ... 87.41 6244.0 6267.0 PL
95 PL608 20251010 0.0 0.0 ... 0.00 6429.0 6433.0 PL
96 PL609 20251010 0.0 0.0 ... 0.00 6343.0 6346.0 PL
97 PM511 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251010 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251010 0.0 0.0 ... 0.00 5738.0 5738.0 PR
104 PR511 20251010 5762.0 5790.0 ... 108337.35 5734.0 5736.0 PR
105 PR512 20251010 5740.0 5762.0 ... 376097.30 5702.0 5726.0 PR
106 PR601 20251010 5714.0 5740.0 ... 248830.00 5686.0 5714.0 PR
107 PR602 20251010 5774.0 5780.0 ... 43879.78 5712.0 5750.0 PR
108 PR603 20251010 5788.0 5788.0 ... 300.70 5728.0 5768.0 PR
109 PR604 20251010 5836.0 5836.0 ... 155.25 5750.0 5804.0 PR
110 PR605 20251010 5818.0 5852.0 ... 78.29 5800.0 5808.0 PR
111 PR606 20251010 5850.0 5850.0 ... 52.32 5814.0 5844.0 PR
112 PR607 20251010 5846.0 5846.0 ... 34.85 5810.0 5840.0 PR
113 PR608 20251010 5832.0 5832.0 ... 60.79 5790.0 5770.0 PR
114 PR609 20251010 5832.0 5832.0 ... 8.75 5832.0 5870.0 PR
115 PX510 20251010 0.0 0.0 ... 0.00 6458.0 6458.0 PX
116 PX511 20251010 6584.0 6618.0 ... 329009.38 6532.0 6528.0 PX
117 PX512 20251010 6570.0 6592.0 ... 117908.60 6516.0 6518.0 PX
118 PX601 20251010 6554.0 6586.0 ... 276904.22 6508.0 6522.0 PX
119 PX602 20251010 6590.0 6600.0 ... 156948.32 6516.0 6524.0 PX
120 PX603 20251010 6568.0 6596.0 ... 118729.48 6518.0 6516.0 PX
121 PX604 20251010 6534.0 6574.0 ... 19.65 6552.0 6528.0 PX
122 PX605 20251010 6586.0 6610.0 ... 1296.28 6530.0 6542.0 PX
123 PX606 20251010 6582.0 6582.0 ... 19.50 6498.0 6600.0 PX
124 PX607 20251010 6596.0 6596.0 ... 6.55 6552.0 6622.0 PX
125 PX608 20251010 6540.0 6540.0 ... 3.27 6540.0 6624.0 PX
126 PX609 20251010 6532.0 6532.0 ... 3.27 6532.0 6574.0 PX
127 RI511 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251010 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251010 2499.0 2507.0 ... 48419.03 2455.0 2491.0 RM
134 RM601 20251010 2431.0 2437.0 ... 714082.80 2406.0 2429.0 RM
135 RM603 20251010 2345.0 2349.0 ... 9708.99 2336.0 2339.0 RM
136 RM605 20251010 2333.0 2341.0 ... 130459.77 2330.0 2330.0 RM
137 RM607 20251010 2323.0 2332.0 ... 5720.82 2322.0 2321.0 RM
138 RM608 20251010 2423.0 2433.0 ... 451.21 2426.0 2424.0 RM
139 RM609 20251010 2412.0 2424.0 ... 2960.46 2415.0 2412.0 RM
140 RS511 20251010 5207.0 5268.0 ... 36.64 5235.0 5223.0 RS
141 RS607 20251010 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251010 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251010 0.0 0.0 ... 0.00 5561.0 5561.0 RS
144 SA510 20251010 1163.0 1185.0 ... 3029.77 1164.0 1163.0 SA
145 SA511 20251010 1187.0 1201.0 ... 96198.32 1182.0 1181.0 SA
146 SA512 20251010 1244.0 1265.0 ... 218879.11 1241.0 1240.0 SA
147 SA601 20251010 1255.0 1275.0 ... 3037944.93 1253.0 1251.0 SA
148 SA602 20251010 1294.0 1313.0 ... 118002.86 1289.0 1288.0 SA
149 SA603 20251010 1300.0 1319.0 ... 104183.27 1296.0 1293.0 SA
150 SA604 20251010 1343.0 1361.0 ... 2072.84 1339.0 1335.0 SA
151 SA605 20251010 1350.0 1366.0 ... 184788.30 1347.0 1343.0 SA
152 SA606 20251010 1368.0 1385.0 ... 1292.98 1364.0 1361.0 SA
153 SA607 20251010 1370.0 1386.0 ... 2059.17 1369.0 1363.0 SA
154 SA608 20251010 1413.0 1421.0 ... 874.87 1407.0 1402.0 SA
155 SA609 20251010 1409.0 1427.0 ... 5950.98 1414.0 1407.0 SA
156 SF510 20251010 5312.0 5318.0 ... 6699.86 5310.0 5312.0 SF
157 SF511 20251010 5486.0 5498.0 ... 281033.81 5458.0 5472.0 SF
158 SF512 20251010 5464.0 5476.0 ... 77511.44 5420.0 5448.0 SF
159 SF601 20251010 5460.0 5468.0 ... 179341.33 5422.0 5448.0 SF
160 SF602 20251010 5428.0 5430.0 ... 41247.38 5380.0 5404.0 SF
161 SF603 20251010 5600.0 5608.0 ... 46450.93 5550.0 5580.0 SF
162 SF604 20251010 5536.0 5536.0 ... 8.29 5526.0 5588.0 SF
163 SF605 20251010 5580.0 5586.0 ... 4087.45 5528.0 5564.0 SF
164 SF606 20251010 5514.0 5522.0 ... 203.48 5500.0 5534.0 SF
165 SF607 20251010 5678.0 5678.0 ... 93.55 5670.0 5698.0 SF
166 SF608 20251010 5650.0 5650.0 ... 5.65 5650.0 5682.0 SF
167 SF609 20251010 5668.0 5672.0 ... 73.46 5652.0 5674.0 SF
168 SH510 20251010 2435.0 2435.0 ... 7.31 2435.0 2443.0 SH
169 SH511 20251010 2410.0 2434.0 ... 257270.77 2416.0 2433.0 SH
170 SH512 20251010 2460.0 2492.0 ... 186835.23 2477.0 2479.0 SH
171 SH601 20251010 2455.0 2488.0 ... 2084493.21 2469.0 2469.0 SH
172 SH602 20251010 2484.0 2522.0 ... 224253.25 2507.0 2503.0 SH
173 SH603 20251010 2501.0 2532.0 ... 191772.34 2518.0 2513.0 SH
174 SH604 20251010 2550.0 2577.0 ... 122.95 2561.0 2558.0 SH
175 SH605 20251010 2553.0 2584.0 ... 12285.95 2568.0 2564.0 SH
176 SH606 20251010 2586.0 2593.0 ... 62.16 2590.0 2581.0 SH
177 SH607 20251010 2589.0 2589.0 ... 38.78 2586.0 2569.0 SH
178 SH608 20251010 2603.0 2606.0 ... 78.03 2601.0 2591.0 SH
179 SH609 20251010 2608.0 2615.0 ... 109.61 2610.0 2606.0 SH
180 SM510 20251010 5632.0 5632.0 ... 416.70 5632.0 5646.0 SM
181 SM511 20251010 5768.0 5780.0 ... 33587.93 5752.0 5746.0 SM
182 SM512 20251010 5780.0 5780.0 ... 58649.71 5754.0 5748.0 SM
183 SM601 20251010 5776.0 5788.0 ... 362808.98 5760.0 5756.0 SM
184 SM602 20251010 5790.0 5796.0 ... 68372.84 5768.0 5760.0 SM
185 SM603 20251010 5798.0 5808.0 ... 86744.69 5780.0 5774.0 SM
186 SM604 20251010 0.0 0.0 ... 0.00 5794.0 5794.0 SM
187 SM605 20251010 5810.0 5828.0 ... 13341.48 5796.0 5796.0 SM
188 SM606 20251010 0.0 0.0 ... 0.00 5796.0 5796.0 SM
189 SM607 20251010 5824.0 5824.0 ... 23.27 5820.0 5810.0 SM
190 SM608 20251010 5836.0 5836.0 ... 2.92 5836.0 5848.0 SM
191 SM609 20251010 5850.0 5850.0 ... 405.82 5840.0 5842.0 SM
192 SR511 20251010 5551.0 5577.0 ... 47970.47 5553.0 5552.0 SR
193 SR601 20251010 5521.0 5537.0 ... 941782.45 5517.0 5517.0 SR
194 SR603 20251010 5506.0 5520.0 ... 151560.30 5502.0 5507.0 SR
195 SR605 20251010 5490.0 5500.0 ... 70819.69 5485.0 5481.0 SR
196 SR607 20251010 5487.0 5495.0 ... 2192.54 5481.0 5474.0 SR
197 SR609 20251010 5491.0 5500.0 ... 3364.24 5488.0 5484.0 SR
198 TA510 20251010 4558.0 4562.0 ... 12205.81 4518.0 4514.0 TA
199 TA511 20251010 4564.0 4582.0 ... 167144.16 4534.0 4544.0 TA
200 TA512 20251010 4552.0 4596.0 ... 123747.48 4548.0 4552.0 TA
201 TA601 20251010 4580.0 4604.0 ... 1352282.03 4554.0 4564.0 TA
202 TA602 20251010 4594.0 4616.0 ... 94996.70 4568.0 4572.0 TA
203 TA603 20251010 4606.0 4628.0 ... 52974.17 4574.0 4590.0 TA
204 TA604 20251010 4554.0 4554.0 ... 2.28 4554.0 4590.0 TA
205 TA605 20251010 4634.0 4650.0 ... 75641.43 4598.0 4612.0 TA
206 TA606 20251010 4576.0 4576.0 ... 9.15 4576.0 4644.0 TA
207 TA607 20251010 4596.0 4596.0 ... 29.84 4592.0 4652.0 TA
208 TA608 20251010 4610.0 4610.0 ... 25.32 4604.0 4632.0 TA
209 TA609 20251010 4674.0 4682.0 ... 959.99 4626.0 4658.0 TA
210 UR510 20251010 1500.0 1506.0 ... 1204.65 1503.0 1516.0 UR
211 UR511 20251010 1585.0 1591.0 ... 25018.59 1576.0 1593.0 UR
212 UR512 20251010 1594.0 1601.0 ... 16857.60 1587.0 1600.0 UR
213 UR601 20251010 1612.0 1614.0 ... 515667.41 1601.0 1619.0 UR
214 UR602 20251010 1616.0 1622.0 ... 18034.17 1608.0 1620.0 UR
215 UR603 20251010 1670.0 1670.0 ... 259.61 1664.0 1672.0 UR
216 UR604 20251010 1674.0 1674.0 ... 106.61 1666.0 1672.0 UR
217 UR605 20251010 1680.0 1681.0 ... 39844.52 1672.0 1681.0 UR
218 UR606 20251010 1680.0 1683.0 ... 908.13 1676.0 1686.0 UR
219 UR607 20251010 1715.0 1716.0 ... 191.58 1711.0 1722.0 UR
220 UR608 20251010 1709.0 1709.0 ... 37.52 1705.0 1716.0 UR
221 UR609 20251010 1705.0 1707.0 ... 970.99 1703.0 1706.0 UR
222 WH511 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251010 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251010 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-10 18:26:27,367 - future_1d - INFO - ak.get_czce_daily('2025-10-10') done
symbol date open ... settle pre_settle variety
0 IC2510 20251010 7491.000 ... 7389.600 7531.400 IC
1 IC2511 20251010 7439.000 ... 7320.000 7471.600 IC
2 IC2512 20251010 7398.800 ... 7272.600 7432.800 IC
3 IC2603 20251010 7230.000 ... 7109.200 7272.200 IC
4 IF2510 20251010 4673.400 ... 4615.200 4712.000 IF
5 IF2511 20251010 4673.800 ... 4603.600 4703.200 IF
6 IF2512 20251010 4664.000 ... 4593.200 4694.400 IF
7 IF2603 20251010 4647.400 ... 4571.200 4672.600 IF
8 IH2510 20251010 3002.000 ... 2974.000 3022.800 IH
9 IH2511 20251010 3004.800 ... 2973.200 3022.200 IH
10 IH2512 20251010 3010.000 ... 2973.200 3024.200 IH
11 IH2603 20251010 3008.400 ... 2972.600 3023.800 IH
12 IM2510 20251010 7579.600 ... 7519.600 7618.800 IM
13 IM2511 20251010 7508.000 ... 7427.400 7539.400 IM
14 IM2512 20251010 7415.000 ... 7346.400 7467.800 IM
15 IM2603 20251010 7207.400 ... 7127.400 7248.800 IM
16 T2512 20251010 108.075 ... 107.960 108.050 T
17 T2603 20251010 107.765 ... 107.665 107.730 T
18 T2606 20251010 107.600 ... 107.535 107.615 T
19 TF2512 20251010 105.750 ... 105.655 105.750 TF
20 TF2603 20251010 105.625 ... 105.555 105.610 TF
21 TF2606 20251010 105.660 ... 105.575 105.625 TF
22 TL2512 20251010 114.590 ... 114.020 114.530 TL
23 TL2603 20251010 114.280 ... 113.690 114.180 TL
24 TL2606 20251010 114.240 ... 113.610 114.140 TL
25 TS2512 20251010 102.410 ... 102.352 102.410 TS
26 TS2603 20251010 102.304 ... 102.264 102.304 TS
27 TS2606 20251010 102.332 ... 102.324 102.356 TS
[28 rows x 12 columns]
2025-10-10 18:26:27,487 - future_1d - INFO - ak.get_cffex_daily('2025-10-10') done
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251010 471 472.1 ... 3161391.79 466.2 468.7 SC
1 SC2512 20251010 473.9 474.5 ... 1414802.69 468.5 471.4 SC
2 SC2601 20251010 472 474.2 ... 316812.66 468.3 471.2 SC
3 SC2602 20251010 471.5 473.5 ... 41816.12 468.2 470.2 SC
4 SC2603 20251010 471.6 472.6 ... 16896.19 466.7 469.6 SC
5 SC2604 20251010 471.7 471.9 ... 6755.64 465.9 469.6 SC
6 SC2605 20251010 471 471.6 ... 7499.8 465.8 470.5 SC
7 SC2606 20251010 469.6 472.2 ... 12110.07 465.7 468.9 SC
8 SC2607 20251010 468.6 469.6 ... 234.08 468.1 470.8 SC
9 SC2608 20251010 465.3 465.7 ... 325.13 464.4 469.5 SC
10 SC2609 20251010 467.8 468.5 ... 1257.95 465.9 470.3 SC
11 SC2610 20251010 ... 0 464.9 471 SC
12 SC2612 20251010 469.5 469.6 ... 697.54 465 463.8 SC
13 SC2703 20251010 465.5 465.5 ... 185.71 464.2 472 SC
14 SC2706 20251010 ... 0 466 469.9 SC
15 SC2709 20251010 468.3 468.3 ... 277.98 463.3 469.4 SC
16 SC2712 20251010 ... 0 461.8 465.9 SC
17 SC2803 20251010 ... 0 458 458 SC
18 SC2806 20251010 456 458.2 ... 1096.03 456.6 455.2 SC
19 SC2809 20251010 456.9 460 ... 1465.01 457.8 458.2 SC
21 LU2511 20251010 3374 3378 ... 76172.122 3327 3329 LU
22 LU2512 20251010 3370 3371 ... 245365.822 3332 3342 LU
23 LU2601 20251010 3330 3353 ... 87812.969 3313 3326 LU
24 LU2602 20251010 3329 3341 ... 5574.851 3304 3318 LU
25 LU2603 20251010 3317 3336 ... 574.808 3303 3327 LU
26 LU2604 20251010 3282 3282 ... 13.109 3277 3300 LU
27 LU2605 20251010 3295 3295 ... 16.432 3286 3278 LU
28 LU2606 20251010 3277 3277 ... 26.046 3255 3289 LU
29 LU2607 20251010 3262 3262 ... 16.298 3259 3276 LU
30 LU2608 20251010 3260 3264 ... 39.088 3257 3271 LU
31 LU2609 20251010 3285 3285 ... 104.254 3257 3267 LU
32 LU2610 20251010 3260 3267 ... 35.86 3260 3267 LU
34 NR2510 20251010 12395 12395 ... 985.15 12310 12220 NR
35 NR2511 20251010 12465 12520 ... 703184.165 12395 12385 NR
36 NR2512 20251010 12475 12510 ... 427964.625 12400 12385 NR
37 NR2601 20251010 12485 12510 ... 142685.735 12400 12410 NR
38 NR2602 20251010 12420 12475 ... 3390.01 12370 12400 NR
39 NR2603 20251010 12400 12450 ... 2801.655 12395 12390 NR
40 NR2604 20251010 12400 12420 ... 445.705 12380 12390 NR
41 NR2605 20251010 12440 12450 ... 310.28 12410 12425 NR
42 NR2606 20251010 12475 12480 ... 62.07 12410 12470 NR
43 NR2607 20251010 12490 12490 ... 12.49 12490 12535 NR
44 NR2608 20251010 12535 12535 ... 12.535 12535 12570 NR
45 NR2609 20251010 ... 0 12510 12510 NR
47 BC2510 20251010 ... 0 76060 76060 BC
48 BC2511 20251010 77620 78240 ... 613583.705 77210 76560 BC
49 BC2512 20251010 77520 78310 ... 51169.195 77230 76870 BC
50 BC2601 20251010 77430 77780 ... 270.04 77150 76900 BC
51 BC2602 20251010 ... 0 76900 76900 BC
52 BC2603 20251010 ... 0 77470 77470 BC
53 BC2604 20251010 ... 0 77000 77000 BC
54 BC2605 20251010 ... 0 75900 75900 BC
55 BC2606 20251010 ... 0 75880 75880 BC
56 BC2607 20251010 77070 77300 ... 1191.175 76850 75800 BC
57 BC2608 20251010 ... 0 75800 75800 BC
58 BC2609 20251010 ... 0 75710 75710 BC
60 EC2510 20251010 1118.8 1138 ... 36438.1725 1125.5 1112.5 EC
61 EC2512 20251010 1670 1670 ... 252613.195 1605.1 1620.2 EC
62 EC2602 20251010 1385 1399 ... 48909.9605 1365.4 1410.9 EC
63 EC2604 20251010 1089.9 1119.9 ... 27926.309 1084.9 1108.4 EC
64 EC2606 20251010 1260.9 1290.8 ... 3233.508 1268 1294.6 EC
65 EC2608 20251010 1405 1422 ... 2824.423 1405.1 1415.5 EC
68 SC_TAS2511 20251010 ... SC_TAS
69 SC_TAS2512 20251010 ... SC_TAS
70 SC_TAS2601 20251010 ... SC_TAS
71 SC_TAS2602 20251010 ... SC_TAS
[66 rows x 12 columns]
2025-10-10 18:26:27,551 - future_1d - INFO - ak.get_ine_daily('2025-10-10') done
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 466, in _make_request
six.raise_from(e, None)
File "", line 3, in raise_from
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 461, in _make_request
httplib_response = conn.getresponse()
File "/usr/local/lib/python3.10/http/client.py", line 1374, in getresponse
response.begin()
File "/usr/local/lib/python3.10/http/client.py", line 318, in begin
version, status, reason = self._read_status()
File "/usr/local/lib/python3.10/http/client.py", line 279, in _read_status
line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
File "/usr/local/lib/python3.10/socket.py", line 705, in readinto
return self._sock.recv_into(b)
ConnectionResetError: [Errno 104] Connection reset by peer
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
resp = conn.urlopen(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 798, in urlopen
retries = retries.increment(
File "/usr/local/lib/python3.10/site-packages/urllib3/util/retry.py", line 550, in increment
raise six.reraise(type(error), error, _stacktrace)
File "/usr/local/lib/python3.10/site-packages/urllib3/packages/six.py", line 769, in reraise
raise value.with_traceback(tb)
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 714, in urlopen
httplib_response = self._make_request(
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 466, in _make_request
six.raise_from(e, None)
File "", line 3, in raise_from
File "/usr/local/lib/python3.10/site-packages/urllib3/connectionpool.py", line 461, in _make_request
httplib_response = conn.getresponse()
File "/usr/local/lib/python3.10/http/client.py", line 1374, in getresponse
response.begin()
File "/usr/local/lib/python3.10/http/client.py", line 318, in begin
version, status, reason = self._read_status()
File "/usr/local/lib/python3.10/http/client.py", line 279, in _read_status
line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
File "/usr/local/lib/python3.10/socket.py", line 705, in readinto
return self._sock.recv_into(b)
urllib3.exceptions.ProtocolError: ('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/project/future_1d/future1d_request.py", line 1043, in save_future_daily
df_ex = eval(f"ak.get_{ex.lower()}_daily('{td.strftime('%Y%m%d')}')")
File "", line 1, in
File "/usr/local/lib/python3.10/site-packages/akshare/futures/futures_daily_bar.py", line 566, in get_dce_daily
r = requests.post(url, data=params, headers=headers)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 115, in post
return request("post", url, data=data, json=json, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.10/site-packages/requests/adapters.py", line 682, in send
raise ConnectionError(err, request=request)
requests.exceptions.ConnectionError: ('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
An error occurred: ('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
2025-10-10 18:27:31,633 - future_1d - INFO - ak.get_dce_daily('2025-10-10') failed
symbol date open ... settle pre_settle variety
0 PS2510 20251010 49450.0 ... 50770.0 50760.0 PS
1 PS2511 20251010 50750.0 ... 49915.0 50185.0 PS
2 PS2512 20251010 53600.0 ... 52635.0 52860.0 PS
3 PS2601 20251010 53600.0 ... 52560.0 52695.0 PS
4 PS2602 20251010 53460.0 ... 52415.0 52535.0 PS
5 PS2603 20251010 54175.0 ... 52595.0 52620.0 PS
6 PS2604 20251010 53980.0 ... 52535.0 52550.0 PS
7 PS2605 20251010 53005.0 ... 52395.0 52570.0 PS
8 PS2606 20251010 54810.0 ... 54405.0 54535.0 PS
9 PS2607 20251010 54885.0 ... 54390.0 54430.0 PS
10 PS2608 20251010 54265.0 ... 54265.0 54115.0 PS
11 PS2609 20251010 54725.0 ... 54075.0 54065.0 PS
13 SI2510 20251010 8640.0 ... 8655.0 8640.0 SI
14 SI2511 20251010 8680.0 ... 8725.0 8645.0 SI
15 SI2512 20251010 9030.0 ... 9095.0 9035.0 SI
16 SI2601 20251010 9040.0 ... 9055.0 8985.0 SI
17 SI2602 20251010 9030.0 ... 9060.0 8990.0 SI
18 SI2603 20251010 8975.0 ... 9020.0 8975.0 SI
19 SI2604 20251010 9095.0 ... 9085.0 9000.0 SI
20 SI2605 20251010 9050.0 ... 9085.0 9020.0 SI
21 SI2606 20251010 9130.0 ... 9105.0 9020.0 SI
22 SI2607 20251010 9160.0 ... 9150.0 9055.0 SI
23 SI2608 20251010 9175.0 ... 9120.0 9040.0 SI
24 SI2609 20251010 9150.0 ... 9135.0 9060.0 SI
27 LC2510 20251010 73060.0 ... 72980.0 73040.0 LC
28 LC2511 20251010 73200.0 ... 73100.0 73700.0 LC
29 LC2512 20251010 73000.0 ... 73300.0 73780.0 LC
30 LC2601 20251010 73380.0 ... 73280.0 73640.0 LC
31 LC2602 20251010 72900.0 ... 73140.0 73320.0 LC
32 LC2603 20251010 72900.0 ... 73080.0 73400.0 LC
33 LC2604 20251010 73500.0 ... 73600.0 73820.0 LC
34 LC2605 20251010 73480.0 ... 73620.0 73740.0 LC
35 LC2606 20251010 73320.0 ... 73460.0 73720.0 LC
36 LC2607 20251010 73280.0 ... 73480.0 73600.0 LC
37 LC2608 20251010 73480.0 ... 73700.0 73720.0 LC
38 LC2609 20251010 73540.0 ... 73760.0 73720.0 LC
[36 rows x 12 columns]
2025-10-10 18:27:31,771 - future_1d - INFO - ak.get_gfex_daily('2025-10-10') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251010 ... 86530 86040 CU
1 1 CU2511 20251010 ... 86910 85910 CU
2 2 CU2512 20251010 ... 86910 85940 CU
3 3 CU2601 20251010 ... 86960 85900 CU
4 4 CU2602 20251010 ... 87010 85730 CU
5 5 CU2603 20251010 ... 87090 85740 CU
6 6 CU2604 20251010 ... 86700 86060 CU
7 7 CU2605 20251010 ... 86520 85860 CU
8 8 CU2606 20251010 ... 86870 85890 CU
9 9 CU2607 20251010 ... 86660 85640 CU
10 10 CU2608 20251010 ... 86640 85310 CU
11 11 CU2609 20251010 ... 86490 85410 CU
12 12 BC2510 20251010 ... 76060 76060 BC
13 13 BC2511 20251010 ... 77210 76560 BC
14 14 BC2512 20251010 ... 77230 76870 BC
15 15 BC2601 20251010 ... 77150 76900 BC
16 16 BC2602 20251010 ... 76900 76900 BC
17 17 BC2603 20251010 ... 77470 77470 BC
18 18 BC2604 20251010 ... 77000 77000 BC
19 19 BC2605 20251010 ... 75900 75900 BC
20 20 BC2606 20251010 ... 75880 75880 BC
21 21 BC2607 20251010 ... 76850 75800 BC
22 22 BC2608 20251010 ... 75800 75800 BC
23 23 BC2609 20251010 ... 75710 75710 BC
24 24 AL2510 20251010 ... 21055 21030 AL
25 25 AL2511 20251010 ... 21090 21005 AL
26 26 AL2512 20251010 ... 21090 21010 AL
27 27 AL2601 20251010 ... 21085 21010 AL
28 28 AL2602 20251010 ... 21080 21005 AL
29 29 AL2603 20251010 ... 21065 21005 AL
30 30 AL2604 20251010 ... 21100 21030 AL
31 31 AL2605 20251010 ... 21095 21055 AL
32 32 AL2606 20251010 ... 21085 21035 AL
33 33 AL2607 20251010 ... 21100 21070 AL
34 34 AL2608 20251010 ... 21100 21060 AL
35 35 AL2609 20251010 ... 21095 21060 AL
36 36 ZN2510 20251010 ... 22320 22165 ZN
37 37 ZN2511 20251010 ... 22385 22200 ZN
38 38 ZN2512 20251010 ... 22415 22230 ZN
39 39 ZN2601 20251010 ... 22450 22240 ZN
40 40 ZN2602 20251010 ... 22460 22290 ZN
41 41 ZN2603 20251010 ... 22520 22340 ZN
42 42 ZN2604 20251010 ... 22530 22375 ZN
43 43 ZN2605 20251010 ... 22580 22415 ZN
44 44 ZN2606 20251010 ... 22550 22425 ZN
45 45 ZN2607 20251010 ... 22590 22460 ZN
46 46 ZN2608 20251010 ... 22615 22435 ZN
47 47 ZN2609 20251010 ... 22600 22475 ZN
48 48 PB2510 20251010 ... 17075 17025 PB
49 49 PB2511 20251010 ... 17125 17040 PB
50 50 PB2512 20251010 ... 17145 17075 PB
51 51 PB2601 20251010 ... 17150 17095 PB
52 52 PB2602 20251010 ... 17170 16990 PB
53 53 PB2603 20251010 ... 17195 17205 PB
54 54 PB2604 20251010 ... 17185 17170 PB
55 55 PB2605 20251010 ... 17190 17195 PB
56 56 PB2606 20251010 ... 17190 17165 PB
57 57 PB2607 20251010 ... 17215 17020 PB
58 58 PB2608 20251010 ... 17230 17255 PB
59 59 PB2609 20251010 ... 17285 17285 PB
60 60 NI2510 20251010 ... 123510 122090 NI
61 61 NI2511 20251010 ... 123490 123120 NI
62 62 NI2512 20251010 ... 123650 123310 NI
63 63 NI2601 20251010 ... 124140 123530 NI
64 64 NI2602 20251010 ... 124730 123470 NI
65 65 NI2603 20251010 ... 124490 124010 NI
66 66 NI2604 20251010 ... 124710 124320 NI
67 67 NI2605 20251010 ... 124870 124550 NI
68 68 NI2606 20251010 ... 125130 124900 NI
69 69 NI2607 20251010 ... 125580 124850 NI
70 70 NI2608 20251010 ... 125770 125590 NI
71 71 NI2609 20251010 ... 125640 125660 NI
72 72 SN2510 20251010 ... 288270 284870 SN
73 73 SN2511 20251010 ... 288430 285070 SN
74 74 SN2512 20251010 ... 288660 285420 SN
75 75 SN2601 20251010 ... 288660 285490 SN
76 76 SN2602 20251010 ... 288930 285460 SN
77 77 SN2603 20251010 ... 289020 285280 SN
78 78 SN2604 20251010 ... 288650 284800 SN
79 79 SN2605 20251010 ... 288950 285020 SN
80 80 SN2606 20251010 ... 288740 285390 SN
81 81 SN2607 20251010 ... 288440 284640 SN
82 82 SN2608 20251010 ... 289090 285520 SN
83 83 SN2609 20251010 ... 287680 287820 SN
84 84 AO2510 20251010 ... 2834 2818 AO
85 85 AO2511 20251010 ... 2848 2844 AO
86 86 AO2512 20251010 ... 2871 2860 AO
87 87 AO2601 20251010 ... 2877 2871 AO
88 88 AO2602 20251010 ... 2891 2882 AO
89 89 AO2603 20251010 ... 2953 2949 AO
90 90 AO2604 20251010 ... 2966 2958 AO
91 91 AO2605 20251010 ... 2979 2965 AO
92 92 AO2606 20251010 ... 2982 2972 AO
93 93 AO2607 20251010 ... 2994 2978 AO
94 94 AO2608 20251010 ... 3004 2987 AO
95 95 AO2609 20251010 ... 3026 3000 AO
96 96 AD2511 20251010 ... 20560 20485 AD
97 97 AD2512 20251010 ... 20635 20535 AD
98 98 AD2601 20251010 ... 20655 20610 AD
99 99 AD2602 20251010 ... 20680 20620 AD
100 100 AD2603 20251010 ... 20520 20325 AD
101 101 AD2604 20251010 ... 20590 20360 AD
102 102 AD2605 20251010 ... 20610 20550 AD
103 103 AD2606 20251010 ... 20470 20365 AD
104 104 AD2607 20251010 ... 20510 20510 AD
105 105 AD2608 20251010 ... 20495 20495 AD
106 106 AD2609 20251010 ... 20670 20335 AD
107 107 AU2510 20251010 ... 909.14 912.68 AU
108 108 AU2511 20251010 ... 909.34 912.92 AU
109 109 AU2512 20251010 ... 909.44 912.96 AU
110 110 AU2602 20251010 ... 912.78 915.62 AU
111 111 AU2604 20251010 ... 915.4 917.54 AU
112 112 AU2606 20251010 ... 919.88 918.92 AU
113 113 AU2608 20251010 ... 920.88 921.98 AU
114 114 AU2610 20251010 ... 924.4 924.9 AU
115 115 AG2510 20251010 ... 11090 11193 AG
116 116 AG2511 20251010 ... 11208 11192 AG
117 117 AG2512 20251010 ... 11213 11209 AG
118 118 AG2601 20251010 ... 11236 11217 AG
119 119 AG2602 20251010 ... 11241 11235 AG
120 120 AG2603 20251010 ... 11274 11249 AG
121 121 AG2604 20251010 ... 11275 11256 AG
122 122 AG2605 20251010 ... 11290 11266 AG
123 123 AG2606 20251010 ... 11308 11255 AG
124 124 AG2607 20251010 ... 11279 11284 AG
125 125 AG2608 20251010 ... 11326 11293 AG
126 126 AG2609 20251010 ... 11320 11305 AG
127 127 RB2510 20251010 ... 3022 2998 RB
128 128 RB2511 20251010 ... 3039 3019 RB
129 129 RB2512 20251010 ... 3089 3070 RB
130 130 RB2601 20251010 ... 3107 3087 RB
131 131 RB2602 20251010 ... 3107 3093 RB
132 132 RB2603 20251010 ... 3128 3109 RB
133 133 RB2604 20251010 ... 3151 3131 RB
134 134 RB2605 20251010 ... 3166 3145 RB
135 135 RB2606 20251010 ... 3186 3158 RB
136 136 RB2607 20251010 ... 3192 3175 RB
137 137 RB2608 20251010 ... 3195 3180 RB
138 138 RB2609 20251010 ... 3203 3189 RB
139 139 WR2510 20251010 ... 3069 3069 WR
140 140 WR2511 20251010 ... 3270 3270 WR
141 141 WR2512 20251010 ... 3309 3309 WR
142 142 WR2601 20251010 ... 3416 3320 WR
143 143 WR2602 20251010 ... 3384 3301 WR
144 144 WR2603 20251010 ... 3361 3329 WR
145 145 WR2604 20251010 ... 3369 3339 WR
146 146 WR2605 20251010 ... 3385 3279 WR
147 147 WR2606 20251010 ... 3360 3356 WR
148 148 WR2607 20251010 ... 3390 3390 WR
149 149 WR2608 20251010 ... 3431 3431 WR
150 150 WR2609 20251010 ... 3430 3430 WR
151 151 HC2510 20251010 ... 3394 3352 HC
152 152 HC2511 20251010 ... 3327 3306 HC
153 153 HC2512 20251010 ... 3312 3300 HC
154 154 HC2601 20251010 ... 3290 3273 HC
155 155 HC2602 20251010 ... 3294 3272 HC
156 156 HC2603 20251010 ... 3295 3281 HC
157 157 HC2604 20251010 ... 3300 3286 HC
158 158 HC2605 20251010 ... 3299 3281 HC
159 159 HC2606 20251010 ... 3299 3286 HC
160 160 HC2607 20251010 ... 3306 3294 HC
161 161 HC2608 20251010 ... 3310 3298 HC
162 162 HC2609 20251010 ... 3319 3301 HC
163 163 SS2510 20251010 ... 12625 12600 SS
164 164 SS2511 20251010 ... 12840 12800 SS
165 165 SS2512 20251010 ... 12860 12820 SS
166 166 SS2601 20251010 ... 12935 12890 SS
167 167 SS2602 20251010 ... 12985 12925 SS
168 168 SS2603 20251010 ... 13080 13050 SS
169 169 SS2604 20251010 ... 13145 13115 SS
170 170 SS2605 20251010 ... 13235 13195 SS
171 171 SS2606 20251010 ... 13320 13290 SS
172 172 SS2607 20251010 ... 13340 13320 SS
173 173 SS2608 20251010 ... 13420 13375 SS
174 174 SS2609 20251010 ... 13465 13410 SS
175 175 SC2511 20251010 ... 466.2 468.7 SC
176 176 SC2512 20251010 ... 468.5 471.4 SC
177 177 SC2601 20251010 ... 468.3 471.2 SC
178 178 SC2602 20251010 ... 468.2 470.2 SC
179 179 SC2603 20251010 ... 466.7 469.6 SC
180 180 SC2604 20251010 ... 465.9 469.6 SC
181 181 SC2605 20251010 ... 465.8 470.5 SC
182 182 SC2606 20251010 ... 465.7 468.9 SC
183 183 SC2607 20251010 ... 468.1 470.8 SC
184 184 SC2608 20251010 ... 464.4 469.5 SC
185 185 SC2609 20251010 ... 465.9 470.3 SC
186 186 SC2610 20251010 ... 464.9 471 SC
187 187 SC2612 20251010 ... 465 463.8 SC
188 188 SC2703 20251010 ... 464.2 472 SC
189 189 SC2706 20251010 ... 466 469.9 SC
190 190 SC2709 20251010 ... 463.3 469.4 SC
191 191 SC2712 20251010 ... 461.8 465.9 SC
192 192 SC2803 20251010 ... 458 458 SC
193 193 SC2806 20251010 ... 456.6 455.2 SC
194 194 SC2809 20251010 ... 457.8 458.2 SC
195 195 LU2511 20251010 ... 3327 3329 LU
196 196 LU2512 20251010 ... 3332 3342 LU
197 197 LU2601 20251010 ... 3313 3326 LU
198 198 LU2602 20251010 ... 3304 3318 LU
199 199 LU2603 20251010 ... 3303 3327 LU
200 200 LU2604 20251010 ... 3277 3300 LU
201 201 LU2605 20251010 ... 3286 3278 LU
202 202 LU2606 20251010 ... 3255 3289 LU
203 203 LU2607 20251010 ... 3259 3276 LU
204 204 LU2608 20251010 ... 3257 3271 LU
205 205 LU2609 20251010 ... 3257 3267 LU
206 206 LU2610 20251010 ... 3260 3267 LU
207 207 FU2511 20251010 ... 2877 2935 FU
208 208 FU2512 20251010 ... 2832 2851 FU
209 209 FU2601 20251010 ... 2803 2813 FU
210 210 FU2602 20251010 ... 2779 2786 FU
211 211 FU2603 20251010 ... 2772 2780 FU
212 212 FU2604 20251010 ... 2766 2773 FU
213 213 FU2605 20251010 ... 2754 2761 FU
214 214 FU2606 20251010 ... 2749 2752 FU
215 215 FU2607 20251010 ... 2724 2727 FU
216 216 FU2608 20251010 ... 2701 2702 FU
217 217 FU2609 20251010 ... 2688 2691 FU
218 218 FU2610 20251010 ... 2678 2686 FU
219 219 BU2510 20251010 ... 3455 3470 BU
220 220 BU2511 20251010 ... 3346 3376 BU
221 221 BU2512 20251010 ... 3297 3327 BU
222 222 BU2601 20251010 ... 3278 3307 BU
223 223 BU2602 20251010 ... 3282 3314 BU
224 224 BU2603 20251010 ... 3295 3323 BU
225 225 BU2604 20251010 ... 3292 3319 BU
226 226 BU2605 20251010 ... 3309 3328 BU
227 227 BU2606 20251010 ... 3297 3328 BU
228 228 BU2607 20251010 ... 3316 3331 BU
229 229 BU2608 20251010 ... 3299 3356 BU
230 230 BU2609 20251010 ... 3283 3316 BU
231 231 BU2612 20251010 ... 3247 3270 BU
232 232 BU2703 20251010 ... 3253 3276 BU
233 233 BU2706 20251010 ... 3270 3282 BU
234 234 BU2709 20251010 ... 3272 3300 BU
235 235 BR2510 20251010 ... 11400 11310 BR
236 236 BR2511 20251010 ... 11245 11260 BR
237 237 BR2512 20251010 ... 11200 11235 BR
238 238 BR2601 20251010 ... 11200 11225 BR
239 239 BR2602 20251010 ... 11185 11245 BR
240 240 BR2603 20251010 ... 11255 11265 BR
241 241 BR2604 20251010 ... 11275 11195 BR
242 242 BR2605 20251010 ... 11245 11295 BR
243 243 BR2606 20251010 ... 11280 11345 BR
244 244 BR2607 20251010 ... 11400 11415 BR
245 245 BR2608 20251010 ... 11410 11460 BR
246 246 BR2609 20251010 ... 11485 11505 BR
247 247 RU2510 20251010 ... 14535 14535 RU
248 248 RU2511 20251010 ... 14545 14485 RU
249 249 RU2601 20251010 ... 15360 15325 RU
250 250 RU2603 20251010 ... 15310 15345 RU
251 251 RU2604 20251010 ... 15310 15290 RU
252 252 RU2605 20251010 ... 15315 15290 RU
253 253 RU2606 20251010 ... 15315 15270 RU
254 254 RU2607 20251010 ... 15400 15370 RU
255 255 RU2608 20251010 ... 15375 15300 RU
256 256 RU2609 20251010 ... 15365 15315 RU
257 257 NR2510 20251010 ... 12310 12220 NR
258 258 NR2511 20251010 ... 12395 12385 NR
259 259 NR2512 20251010 ... 12400 12385 NR
260 260 NR2601 20251010 ... 12400 12410 NR
261 261 NR2602 20251010 ... 12370 12400 NR
262 262 NR2603 20251010 ... 12395 12390 NR
263 263 NR2604 20251010 ... 12380 12390 NR
264 264 NR2605 20251010 ... 12410 12425 NR
265 265 NR2606 20251010 ... 12410 12470 NR
266 266 NR2607 20251010 ... 12490 12535 NR
267 267 NR2608 20251010 ... 12535 12570 NR
268 268 NR2609 20251010 ... 12510 12510 NR
269 269 SP2510 20251010 ... 4808 4808 SP
270 270 SP2511 20251010 ... 4816 4812 SP
271 271 SP2512 20251010 ... 4838 4832 SP
272 272 SP2601 20251010 ... 5108 5108 SP
273 273 SP2602 20251010 ... 5118 5114 SP
274 274 SP2603 20251010 ... 5128 5130 SP
275 275 SP2604 20251010 ... 5152 5140 SP
276 276 SP2605 20251010 ... 5152 5150 SP
277 277 SP2606 20251010 ... 5190 5182 SP
278 278 SP2607 20251010 ... 5172 5170 SP
279 279 SP2608 20251010 ... 5180 5192 SP
280 280 SP2609 20251010 ... 5190 5178 SP
281 281 OP2601 20251010 ... 4224 4214 OP
282 282 OP2602 20251010 ... 4234 4224 OP
283 283 OP2603 20251010 ... 4234 4222 OP
284 284 OP2604 20251010 ... 4258 4268 OP
285 285 OP2605 20251010 ... 4260 4266 OP
286 286 OP2606 20251010 ... 4234 4234 OP
287 287 OP2607 20251010 ... 4238 4238 OP
288 288 OP2608 20251010 ... 4240 4248 OP
289 289 OP2609 20251010 ... 4242 4266 OP
290 290 EC2510 20251010 ... 1125.5 1112.5 EC
291 291 EC2512 20251010 ... 1605.1 1620.2 EC
292 292 EC2602 20251010 ... 1365.4 1410.9 EC
293 293 EC2604 20251010 ... 1084.9 1108.4 EC
294 294 EC2606 20251010 ... 1268 1294.6 EC
295 295 EC2608 20251010 ... 1405.1 1415.5 EC
296 296 SC_TAS2511 20251010 ... SC_TAS
297 297 SC_TAS2512 20251010 ... SC_TAS
298 298 SC_TAS2601 20251010 ... SC_TAS
299 299 SC_TAS2602 20251010 ... SC_TAS
[300 rows x 13 columns]
2025-10-10 18:27:31,878 - future_1d - INFO - ak.get_shfe_daily('2025-10-10') done
2025-10-10 18:27:33,637 - future_1d - INFO - save future_daily 2025-10-10 completed