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