2025-09-15 18:32:02,937 - future_1d - INFO - ak.get_gfex_daily('2025-09-11') done
2025-09-15 18:32:06,902 - future_1d - INFO - save future_daily 2025-09-11 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250912 ... 80710 80090 CU
1 1 CU2510 20250912 ... 80660 80080 CU
2 2 CU2511 20250912 ... 80650 80080 CU
3 3 CU2512 20250912 ... 80640 80050 CU
4 4 CU2601 20250912 ... 80610 80040 CU
5 5 CU2602 20250912 ... 80580 80040 CU
6 6 CU2603 20250912 ... 80660 80060 CU
7 7 CU2604 20250912 ... 80600 80150 CU
8 8 CU2605 20250912 ... 80640 80130 CU
9 9 CU2606 20250912 ... 80740 80150 CU
10 10 CU2607 20250912 ... 80620 80150 CU
11 11 CU2608 20250912 ... 80650 80140 CU
12 12 BC2509 20250912 ... 70500 70500 BC
13 13 BC2510 20250912 ... 71640 71180 BC
14 14 BC2511 20250912 ... 71660 71150 BC
15 15 BC2512 20250912 ... 71670 70790 BC
16 16 BC2601 20250912 ... 72000 71300 BC
17 17 BC2602 20250912 ... 71650 70900 BC
18 18 BC2603 20250912 ... 72000 71560 BC
19 19 BC2604 20250912 ... 71500 71200 BC
20 20 BC2605 20250912 ... 71350 71170 BC
21 21 BC2606 20250912 ... 71450 70710 BC
22 22 BC2607 20250912 ... 71560 70900 BC
23 23 BC2608 20250912 ... 71550 70800 BC
24 24 AL2509 20250912 ... 21040 20845 AL
25 25 AL2510 20250912 ... 21030 20850 AL
26 26 AL2511 20250912 ... 21020 20840 AL
27 27 AL2512 20250912 ... 20975 20815 AL
28 28 AL2601 20250912 ... 20935 20800 AL
29 29 AL2602 20250912 ... 20925 20795 AL
30 30 AL2603 20250912 ... 20925 20820 AL
31 31 AL2604 20250912 ... 20940 20855 AL
32 32 AL2605 20250912 ... 20980 20865 AL
33 33 AL2606 20250912 ... 20975 20865 AL
34 34 AL2607 20250912 ... 20970 20875 AL
35 35 AL2608 20250912 ... 20965 20870 AL
36 36 ZN2509 20250912 ... 22240 22190 ZN
37 37 ZN2510 20250912 ... 22280 22225 ZN
38 38 ZN2511 20250912 ... 22295 22235 ZN
39 39 ZN2512 20250912 ... 22310 22250 ZN
40 40 ZN2601 20250912 ... 22335 22255 ZN
41 41 ZN2602 20250912 ... 22340 22265 ZN
42 42 ZN2603 20250912 ... 22345 22265 ZN
43 43 ZN2604 20250912 ... 22375 22310 ZN
44 44 ZN2605 20250912 ... 22400 22305 ZN
45 45 ZN2606 20250912 ... 22410 22305 ZN
46 46 ZN2607 20250912 ... 22370 22335 ZN
47 47 ZN2608 20250912 ... 22390 22350 ZN
48 48 PB2509 20250912 ... 16860 16795 PB
49 49 PB2510 20250912 ... 16965 16860 PB
50 50 PB2511 20250912 ... 16985 16865 PB
51 51 PB2512 20250912 ... 16975 16885 PB
52 52 PB2601 20250912 ... 16965 16910 PB
53 53 PB2602 20250912 ... 17045 16895 PB
54 54 PB2603 20250912 ... 16945 16910 PB
55 55 PB2604 20250912 ... 17065 16910 PB
56 56 PB2605 20250912 ... 17175 16925 PB
57 57 PB2606 20250912 ... 16935 16935 PB
58 58 PB2607 20250912 ... 17005 16945 PB
59 59 PB2608 20250912 ... 17135 16965 PB
60 60 NI2509 20250912 ... 121270 120260 NI
61 61 NI2510 20250912 ... 121190 120450 NI
62 62 NI2511 20250912 ... 121470 120600 NI
63 63 NI2512 20250912 ... 121560 120780 NI
64 64 NI2601 20250912 ... 121840 121000 NI
65 65 NI2602 20250912 ... 122140 121260 NI
66 66 NI2603 20250912 ... 122210 121390 NI
67 67 NI2604 20250912 ... 122290 121710 NI
68 68 NI2605 20250912 ... 122460 121760 NI
69 69 NI2606 20250912 ... 122790 122050 NI
70 70 NI2607 20250912 ... 122790 122410 NI
71 71 NI2608 20250912 ... 123400 122670 NI
72 72 SN2509 20250912 ... 273970 270340 SN
73 73 SN2510 20250912 ... 272850 271410 SN
74 74 SN2511 20250912 ... 273260 271610 SN
75 75 SN2512 20250912 ... 273380 271690 SN
76 76 SN2601 20250912 ... 273380 271500 SN
77 77 SN2602 20250912 ... 273590 271650 SN
78 78 SN2603 20250912 ... 273110 271120 SN
79 79 SN2604 20250912 ... 273390 272180 SN
80 80 SN2605 20250912 ... 273940 272460 SN
81 81 SN2606 20250912 ... 274310 271900 SN
82 82 SN2607 20250912 ... 273480 273090 SN
83 83 SN2608 20250912 ... 274950 272370 SN
84 84 AO2509 20250912 ... 2875 2904 AO
85 85 AO2510 20250912 ... 2904 2918 AO
86 86 AO2511 20250912 ... 2908 2920 AO
87 87 AO2512 20250912 ... 2917 2931 AO
88 88 AO2601 20250912 ... 2922 2940 AO
89 89 AO2602 20250912 ... 2928 2947 AO
90 90 AO2603 20250912 ... 2995 3008 AO
91 91 AO2604 20250912 ... 3004 3015 AO
92 92 AO2605 20250912 ... 3010 3025 AO
93 93 AO2606 20250912 ... 3019 3034 AO
94 94 AO2607 20250912 ... 3035 3048 AO
95 95 AO2608 20250912 ... 3040 3063 AO
96 96 AD2511 20250912 ... 20570 20410 AD
97 97 AD2512 20250912 ... 20580 20430 AD
98 98 AD2601 20250912 ... 20570 20410 AD
99 99 AD2602 20250912 ... 20545 20395 AD
100 100 AD2603 20250912 ... 20475 20405 AD
101 101 AD2604 20250912 ... 20490 20240 AD
102 102 AD2605 20250912 ... 20455 20325 AD
103 103 AD2606 20250912 ... 20155 20155 AD
104 104 AD2607 20250912 ... 20425 20150 AD
105 105 AD2608 20250912 ... 20515 20170 AD
106 106 AU2509 20250912 ... 832.5 832.5 AU
107 107 AU2510 20250912 ... 830.74 833.38 AU
108 108 AU2511 20250912 ... 832.94 834.64 AU
109 109 AU2512 20250912 ... 833.42 835.48 AU
110 110 AU2602 20250912 ... 835.4 838.02 AU
111 111 AU2604 20250912 ... 837.78 839.8 AU
112 112 AU2606 20250912 ... 840.26 842.34 AU
113 113 AU2608 20250912 ... 842.2 844.48 AU
114 114 AG2509 20250912 ... 9865 9785 AG
115 115 AG2510 20250912 ... 9930 9804 AG
116 116 AG2511 20250912 ... 9944 9815 AG
117 117 AG2512 20250912 ... 9963 9824 AG
118 118 AG2601 20250912 ... 9965 9837 AG
119 119 AG2602 20250912 ... 9975 9848 AG
120 120 AG2603 20250912 ... 10002 9860 AG
121 121 AG2604 20250912 ... 10007 9875 AG
122 122 AG2605 20250912 ... 10035 9893 AG
123 123 AG2606 20250912 ... 10038 9906 AG
124 124 AG2607 20250912 ... 10051 9922 AG
125 125 AG2608 20250912 ... 10068 9938 AG
126 126 RB2509 20250912 ... 2941 2941 RB
127 127 RB2510 20250912 ... 3017 3013 RB
128 128 RB2511 20250912 ... 3035 3034 RB
129 129 RB2512 20250912 ... 3089 3081 RB
130 130 RB2601 20250912 ... 3107 3101 RB
131 131 RB2602 20250912 ... 3112 3098 RB
132 132 RB2603 20250912 ... 3122 3112 RB
133 133 RB2604 20250912 ... 3148 3136 RB
134 134 RB2605 20250912 ... 3163 3150 RB
135 135 RB2606 20250912 ... 3180 3166 RB
136 136 RB2607 20250912 ... 3200 3179 RB
137 137 RB2608 20250912 ... 3207 3192 RB
138 138 WR2509 20250912 ... 3342 3342 WR
139 139 WR2510 20250912 ... 3276 3282 WR
140 140 WR2511 20250912 ... 3302 3302 WR
141 141 WR2512 20250912 ... 3324 3324 WR
142 142 WR2601 20250912 ... 3366 3377 WR
143 143 WR2602 20250912 ... 3358 3358 WR
144 144 WR2603 20250912 ... 3338 3338 WR
145 145 WR2604 20250912 ... 3389 3389 WR
146 146 WR2605 20250912 ... 3414 3414 WR
147 147 WR2606 20250912 ... 3372 3372 WR
148 148 WR2607 20250912 ... 3390 3390 WR
149 149 WR2608 20250912 ... 3399 3410 WR
150 150 HC2509 20250912 ... 3396 3396 HC
151 151 HC2510 20250912 ... 3374 3379 HC
152 152 HC2511 20250912 ... 3361 3365 HC
153 153 HC2512 20250912 ... 3360 3354 HC
154 154 HC2601 20250912 ... 3341 3342 HC
155 155 HC2602 20250912 ... 3338 3339 HC
156 156 HC2603 20250912 ... 3343 3344 HC
157 157 HC2604 20250912 ... 3346 3346 HC
158 158 HC2605 20250912 ... 3345 3347 HC
159 159 HC2606 20250912 ... 3341 3354 HC
160 160 HC2607 20250912 ... 3356 3357 HC
161 161 HC2608 20250912 ... 3351 3358 HC
162 162 SS2509 20250912 ... 12800 12800 SS
163 163 SS2510 20250912 ... 12830 12810 SS
164 164 SS2511 20250912 ... 12915 12895 SS
165 165 SS2512 20250912 ... 12955 12930 SS
166 166 SS2601 20250912 ... 13010 12990 SS
167 167 SS2602 20250912 ... 13015 13030 SS
168 168 SS2603 20250912 ... 13130 13110 SS
169 169 SS2604 20250912 ... 13140 13175 SS
170 170 SS2605 20250912 ... 13290 13245 SS
171 171 SS2606 20250912 ... 13305 13305 SS
172 172 SS2607 20250912 ... 13370 13370 SS
173 173 SS2608 20250912 ... 13430 13400 SS
174 174 SC2510 20250912 ... 479.2 488.7 SC
175 175 SC2511 20250912 ... 480.5 489.4 SC
176 176 SC2512 20250912 ... 479.5 488.1 SC
177 177 SC2601 20250912 ... 479 487.1 SC
178 178 SC2602 20250912 ... 478.4 486 SC
179 179 SC2603 20250912 ... 477.8 484.7 SC
180 180 SC2604 20250912 ... 477.4 484.5 SC
181 181 SC2605 20250912 ... 477.3 483.3 SC
182 182 SC2606 20250912 ... 476.6 484.5 SC
183 183 SC2607 20250912 ... 475.9 483.7 SC
184 184 SC2608 20250912 ... 474.7 482 SC
185 185 SC2609 20250912 ... 473 480.8 SC
186 186 SC2612 20250912 ... 472.6 477.9 SC
187 187 SC2703 20250912 ... 469.2 472.1 SC
188 188 SC2706 20250912 ... 470 471.5 SC
189 189 SC2709 20250912 ... 470 471.3 SC
190 190 SC2712 20250912 ... 466.6 469 SC
191 191 SC2803 20250912 ... 468.2 468.2 SC
192 192 SC2806 20250912 ... 462.8 466.7 SC
193 193 SC2809 20250912 ... 462 462 SC
194 194 LU2510 20250912 ... 3261 3343 LU
195 195 LU2511 20250912 ... 3288 3370 LU
196 196 LU2512 20250912 ... 3276 3362 LU
197 197 LU2601 20250912 ... 3285 3358 LU
198 198 LU2602 20250912 ... 3283 3338 LU
199 199 LU2603 20250912 ... 3276 3334 LU
200 200 LU2604 20250912 ... 3257 3339 LU
201 201 LU2605 20250912 ... 3274 3323 LU
202 202 LU2606 20250912 ... 3271 3316 LU
203 203 LU2607 20250912 ... 3265 3321 LU
204 204 LU2608 20250912 ... 3261 3316 LU
205 205 LU2609 20250912 ... 3260 3314 LU
206 206 FU2510 20250912 ... 2776 2833 FU
207 207 FU2511 20250912 ... 2768 2824 FU
208 208 FU2512 20250912 ... 2745 2803 FU
209 209 FU2601 20250912 ... 2733 2793 FU
210 210 FU2602 20250912 ... 2718 2777 FU
211 211 FU2603 20250912 ... 2714 2766 FU
212 212 FU2604 20250912 ... 2712 2759 FU
213 213 FU2605 20250912 ... 2698 2749 FU
214 214 FU2606 20250912 ... 2694 2741 FU
215 215 FU2607 20250912 ... 2687 2727 FU
216 216 FU2608 20250912 ... 2681 2722 FU
217 217 FU2609 20250912 ... 2664 2700 FU
218 218 BU2509 20250912 ... 3423 3423 BU
219 219 BU2510 20250912 ... 3421 3470 BU
220 220 BU2511 20250912 ... 3403 3459 BU
221 221 BU2512 20250912 ... 3359 3411 BU
222 222 BU2601 20250912 ... 3338 3385 BU
223 223 BU2602 20250912 ... 3336 3382 BU
224 224 BU2603 20250912 ... 3340 3388 BU
225 225 BU2604 20250912 ... 3308 3382 BU
226 226 BU2605 20250912 ... 3334 3388 BU
227 227 BU2606 20250912 ... 3329 3379 BU
228 228 BU2607 20250912 ... 3339 3381 BU
229 229 BU2608 20250912 ... 3320 3359 BU
230 230 BU2609 20250912 ... 3322 3372 BU
231 231 BU2612 20250912 ... 3281 3325 BU
232 232 BU2703 20250912 ... 3289 3327 BU
233 233 BU2706 20250912 ... 3292 3331 BU
234 234 BR2509 20250912 ... 11675 11850 BR
235 235 BR2510 20250912 ... 11575 11665 BR
236 236 BR2511 20250912 ... 11545 11630 BR
237 237 BR2512 20250912 ... 11525 11615 BR
238 238 BR2601 20250912 ... 11540 11630 BR
239 239 BR2602 20250912 ... 11685 11735 BR
240 240 BR2603 20250912 ... 11570 11665 BR
241 241 BR2604 20250912 ... 11615 11680 BR
242 242 BR2605 20250912 ... 11640 11700 BR
243 243 BR2606 20250912 ... 11715 11715 BR
244 244 BR2607 20250912 ... 11715 11780 BR
245 245 BR2608 20250912 ... 11705 11915 BR
246 246 RU2509 20250912 ... 14835 14825 RU
247 247 RU2510 20250912 ... 14910 14955 RU
248 248 RU2511 20250912 ... 14880 14940 RU
249 249 RU2601 20250912 ... 15810 15880 RU
250 250 RU2603 20250912 ... 15790 15880 RU
251 251 RU2604 20250912 ... 15770 15895 RU
252 252 RU2605 20250912 ... 15835 15910 RU
253 253 RU2606 20250912 ... 15925 15925 RU
254 254 RU2607 20250912 ... 15865 15980 RU
255 255 RU2608 20250912 ... 15970 15970 RU
256 256 NR2509 20250912 ... 12645 12645 NR
257 257 NR2510 20250912 ... 12495 12550 NR
258 258 NR2511 20250912 ... 12545 12600 NR
259 259 NR2512 20250912 ... 12590 12640 NR
260 260 NR2601 20250912 ... 12615 12685 NR
261 261 NR2602 20250912 ... 12645 12685 NR
262 262 NR2603 20250912 ... 12630 12685 NR
263 263 NR2604 20250912 ... 12675 12730 NR
264 264 NR2605 20250912 ... 12695 12745 NR
265 265 NR2606 20250912 ... 12580 12700 NR
266 266 NR2607 20250912 ... 12640 12715 NR
267 267 NR2608 20250912 ... 12685 12760 NR
268 268 SP2509 20250912 ... 4926 4948 SP
269 269 SP2510 20250912 ... 4964 4974 SP
270 270 SP2511 20250912 ... 4988 4994 SP
271 271 SP2512 20250912 ... 5004 5014 SP
272 272 SP2601 20250912 ... 5276 5280 SP
273 273 SP2602 20250912 ... 5262 5276 SP
274 274 SP2603 20250912 ... 5272 5280 SP
275 275 SP2604 20250912 ... 5278 5278 SP
276 276 SP2605 20250912 ... 5290 5294 SP
277 277 SP2606 20250912 ... 5290 5290 SP
278 278 SP2607 20250912 ... 5294 5286 SP
279 279 SP2608 20250912 ... 5296 5292 SP
280 280 OP2601 20250912 ... 4220 4254 OP
281 281 OP2602 20250912 ... 4202 4246 OP
282 282 OP2603 20250912 ... 4228 4274 OP
283 283 OP2604 20250912 ... 4250 4282 OP
284 284 OP2605 20250912 ... 4248 4278 OP
285 285 OP2606 20250912 ... 4222 4250 OP
286 286 OP2607 20250912 ... 4256 4270 OP
287 287 OP2608 20250912 ... 4250 4278 OP
288 288 EC2510 20250912 ... 1181.6 1222 EC
289 289 EC2512 20250912 ... 1594.5 1633.3 EC
290 290 EC2602 20250912 ... 1490.3 1509.2 EC
291 291 EC2604 20250912 ... 1235.6 1245.9 EC
292 292 EC2606 20250912 ... 1412.9 1429.4 EC
293 293 EC2608 20250912 ... 1580.3 1605.4 EC
294 295 SC_TAS2510 20250912 ... SC_TAS
295 296 SC_TAS2511 20250912 ... SC_TAS
296 297 SC_TAS2512 20250912 ... SC_TAS
297 298 SC_TAS2601 20250912 ... SC_TAS
[298 rows x 13 columns]
2025-09-15 18:32:14,028 - future_1d - INFO - ak.get_shfe_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 SC2510 20250912 483 ... 479.2 488.7 SC
1 SC2511 20250912 485 ... 480.5 489.4 SC
2 SC2512 20250912 484.7 ... 479.5 488.1 SC
3 SC2601 20250912 483.9 ... 479 487.1 SC
4 SC2602 20250912 479.8 ... 478.4 486 SC
5 SC2603 20250912 481.2 ... 477.8 484.7 SC
6 SC2604 20250912 478.1 ... 477.4 484.5 SC
7 SC2605 20250912 476.9 ... 477.3 483.3 SC
8 SC2606 20250912 480 ... 476.6 484.5 SC
9 SC2607 20250912 477 ... 475.9 483.7 SC
10 SC2608 20250912 474.5 ... 474.7 482 SC
11 SC2609 20250912 474.5 ... 473 480.8 SC
12 SC2612 20250912 473.8 ... 472.6 477.9 SC
13 SC2703 20250912 469.1 ... 469.2 472.1 SC
14 SC2706 20250912 ... 470 471.5 SC
15 SC2709 20250912 ... 470 471.3 SC
16 SC2712 20250912 467 ... 466.6 469 SC
17 SC2803 20250912 ... 468.2 468.2 SC
18 SC2806 20250912 461.5 ... 462.8 466.7 SC
19 SC2809 20250912 ... 462 462 SC
21 LU2510 20250912 3300 ... 3261 3343 LU
22 LU2511 20250912 3328 ... 3288 3370 LU
23 LU2512 20250912 3329 ... 3276 3362 LU
24 LU2601 20250912 3332 ... 3285 3358 LU
25 LU2602 20250912 3332 ... 3283 3338 LU
26 LU2603 20250912 3292 ... 3276 3334 LU
27 LU2604 20250912 3058 ... 3257 3339 LU
28 LU2605 20250912 3285 ... 3274 3323 LU
29 LU2606 20250912 3280 ... 3271 3316 LU
30 LU2607 20250912 3301 ... 3265 3321 LU
31 LU2608 20250912 3274 ... 3261 3316 LU
32 LU2609 20250912 3277 ... 3260 3314 LU
34 NR2509 20250912 ... 12645 12645 NR
35 NR2510 20250912 12565 ... 12495 12550 NR
36 NR2511 20250912 12645 ... 12545 12600 NR
37 NR2512 20250912 12700 ... 12590 12640 NR
38 NR2601 20250912 12690 ... 12615 12685 NR
39 NR2602 20250912 12710 ... 12645 12685 NR
40 NR2603 20250912 12725 ... 12630 12685 NR
41 NR2604 20250912 12745 ... 12675 12730 NR
42 NR2605 20250912 12740 ... 12695 12745 NR
43 NR2606 20250912 12580 ... 12580 12700 NR
44 NR2607 20250912 12640 ... 12640 12715 NR
45 NR2608 20250912 12685 ... 12685 12760 NR
47 BC2509 20250912 70500 ... 70500 70500 BC
48 BC2510 20250912 71260 ... 71640 71180 BC
49 BC2511 20250912 71290 ... 71660 71150 BC
50 BC2512 20250912 72470 ... 71670 70790 BC
51 BC2601 20250912 ... 72000 71300 BC
52 BC2602 20250912 ... 71650 70900 BC
53 BC2603 20250912 ... 72000 71560 BC
54 BC2604 20250912 ... 71500 71200 BC
55 BC2605 20250912 ... 71350 71170 BC
56 BC2606 20250912 ... 71450 70710 BC
57 BC2607 20250912 ... 71560 70900 BC
58 BC2608 20250912 ... 71550 70800 BC
60 EC2510 20250912 1205.6 ... 1181.6 1222 EC
61 EC2512 20250912 1601 ... 1594.5 1633.3 EC
62 EC2602 20250912 1497.4 ... 1490.3 1509.2 EC
63 EC2604 20250912 1235.7 ... 1235.6 1245.9 EC
64 EC2606 20250912 1423.6 ... 1412.9 1429.4 EC
65 EC2608 20250912 1595.3 ... 1580.3 1605.4 EC
69 SC_TAS2510 20250912 ... SC_TAS
70 SC_TAS2511 20250912 ... SC_TAS
71 SC_TAS2512 20250912 ... SC_TAS
72 SC_TAS2601 20250912 ... SC_TAS
[66 rows x 12 columns]
2025-09-15 18:32:14,133 - future_1d - INFO - ak.get_ine_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 IC2509 20250912 7109.800 ... 7152.400 7097.800 IC
1 IC2510 20250912 7063.000 ... 7100.000 7044.000 IC
2 IC2512 20250912 6955.000 ... 7000.400 6934.800 IC
3 IC2603 20250912 6815.000 ... 6849.400 6789.600 IC
4 IF2509 20250912 4557.000 ... 4525.800 4542.800 IF
5 IF2510 20250912 4564.000 ... 4517.600 4534.400 IF
6 IF2512 20250912 4530.000 ... 4499.200 4511.800 IF
7 IF2603 20250912 4518.000 ... 4478.800 4491.200 IF
8 IH2509 20250912 2988.600 ... 2969.800 2981.400 IH
9 IH2510 20250912 2989.200 ... 2969.800 2979.800 IH
10 IH2512 20250912 2989.000 ... 2971.200 2980.000 IH
11 IH2603 20250912 2992.000 ... 2974.000 2982.400 IH
12 IM2509 20250912 7387.000 ... 7400.800 7365.600 IM
13 IM2510 20250912 7336.000 ... 7333.600 7297.800 IM
14 IM2512 20250912 7180.200 ... 7186.400 7153.600 IM
15 IM2603 20250912 7000.000 ... 6985.200 6965.600 IM
16 T2509 20250912 NaN ... 107.870 107.835 T
17 T2512 20250912 107.595 ... 107.680 107.645 T
18 T2603 20250912 107.310 ... 107.385 107.335 T
19 TF2509 20250912 105.770 ... 105.760 105.660 TF
20 TF2512 20250912 105.570 ... 105.580 105.590 TF
21 TF2603 20250912 105.520 ... 105.470 105.485 TF
22 TL2509 20250912 115.550 ... 115.550 115.180 TL
23 TL2512 20250912 114.790 ... 115.160 114.830 TL
24 TL2603 20250912 114.390 ... 114.850 114.500 TL
25 TS2509 20250912 NaN ... 102.310 102.352 TS
26 TS2512 20250912 102.410 ... 102.364 102.406 TS
27 TS2603 20250912 102.334 ... 102.294 102.330 TS
[28 rows x 12 columns]
2025-09-15 18:32:14,415 - future_1d - INFO - ak.get_cffex_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 a2509 20250912 0.0 ... 4081.00 4040.00 A
1 a2511 20250912 3947.0 ... 3956.00 3926.00 A
2 a2601 20250912 3946.0 ... 3956.00 3930.00 A
3 a2603 20250912 3954.0 ... 3963.00 3934.00 A
4 a2605 20250912 3996.0 ... 4002.00 3977.00 A
5 a2607 20250912 4000.0 ... 4006.00 3981.00 A
6 b2509 20250912 0.0 ... 3694.00 3681.00 B
7 b2510 20250912 3735.0 ... 3726.00 3702.00 B
8 b2511 20250912 3759.0 ... 3760.00 3726.00 B
9 b2512 20250912 3786.0 ... 3787.00 3761.00 B
10 b2601 20250912 3781.0 ... 3785.00 3761.00 B
11 b2602 20250912 3766.0 ... 3765.00 3744.00 B
12 b2603 20250912 3705.0 ... 3713.00 3705.00 B
13 b2604 20250912 3586.0 ... 3598.00 3584.00 B
14 b2605 20250912 3506.0 ... 3518.00 3500.00 B
15 b2606 20250912 3490.0 ... 3487.00 3467.00 B
16 b2607 20250912 3486.0 ... 3487.00 3467.00 B
17 b2608 20250912 3586.0 ... 3588.00 3566.00 B
18 bb2509 20250912 0.0 ... 144.15 144.15 BB
19 bb2511 20250912 142.2 ... 141.95 142.05 BB
20 bb2601 20250912 146.6 ... 146.80 146.80 BB
21 bb2603 20250912 0.0 ... 146.90 146.90 BB
22 bb2605 20250912 0.0 ... 141.90 141.90 BB
23 bb2607 20250912 0.0 ... 146.70 146.70 BB
24 bz2603 20250912 6015.0 ... 5989.00 6034.00 BZ
25 bz2604 20250912 5956.0 ... 5953.00 6011.00 BZ
26 bz2605 20250912 0.0 ... 6011.00 6011.00 BZ
27 bz2606 20250912 5953.0 ... 5953.00 6005.00 BZ
28 bz2607 20250912 0.0 ... 5980.00 5980.00 BZ
29 bz2608 20250912 5955.0 ... 5955.00 5969.00 BZ
30 c2509 20250912 0.0 ... 2256.00 2345.00 C
31 c2511 20250912 2203.0 ... 2199.00 2199.00 C
32 c2601 20250912 2171.0 ... 2169.00 2169.00 C
33 c2603 20250912 2187.0 ... 2185.00 2183.00 C
34 c2605 20250912 2239.0 ... 2238.00 2237.00 C
35 c2607 20250912 2257.0 ... 2255.00 2252.00 C
36 cs2509 20250912 0.0 ... 2487.00 2502.00 CS
37 cs2511 20250912 2475.0 ... 2476.00 2481.00 CS
38 cs2601 20250912 2494.0 ... 2493.00 2498.00 CS
39 cs2603 20250912 2503.0 ... 2502.00 2505.00 CS
40 cs2605 20250912 2583.0 ... 2584.00 2583.00 CS
41 cs2607 20250912 2590.0 ... 2588.00 2588.00 CS
42 eb2509 20250912 0.0 ... 6962.00 6962.00 EB
43 eb2510 20250912 7033.0 ... 7027.00 7083.00 EB
44 eb2511 20250912 7066.0 ... 7040.00 7093.00 EB
45 eb2512 20250912 7077.0 ... 7045.00 7098.00 EB
46 eb2601 20250912 7100.0 ... 7069.00 7119.00 EB
47 eb2602 20250912 7120.0 ... 7093.00 7138.00 EB
48 eb2603 20250912 7152.0 ... 7127.00 7172.00 EB
49 eb2604 20250912 7167.0 ... 7158.00 7195.00 EB
50 eb2605 20250912 7180.0 ... 7177.00 7211.00 EB
51 eb2606 20250912 7163.0 ... 7169.00 7214.00 EB
52 eb2607 20250912 0.0 ... 7185.00 7185.00 EB
53 eb2608 20250912 0.0 ... 7246.00 7246.00 EB
54 eg2509 20250912 0.0 ... 4408.00 4408.00 EG
55 eg2510 20250912 4300.0 ... 4308.00 4326.00 EG
56 eg2511 20250912 4283.0 ... 4270.00 4301.00 EG
57 eg2512 20250912 4285.0 ... 4269.00 4306.00 EG
58 eg2601 20250912 4299.0 ... 4279.00 4306.00 EG
59 eg2602 20250912 4286.0 ... 4286.00 4308.00 EG
60 eg2603 20250912 4290.0 ... 4288.00 4311.00 EG
61 eg2604 20250912 4319.0 ... 4313.00 4337.00 EG
62 eg2605 20250912 4336.0 ... 4326.00 4348.00 EG
63 eg2606 20250912 4328.0 ... 4333.00 4357.00 EG
64 eg2607 20250912 0.0 ... 4358.00 4358.00 EG
65 eg2608 20250912 0.0 ... 4402.00 4402.00 EG
66 fb2509 20250912 0.0 ... 1342.50 1342.50 FB
67 fb2510 20250912 1272.5 ... 1268.50 1272.50 FB
68 fb2511 20250912 1261.0 ... 1261.50 1263.00 FB
69 fb2512 20250912 1256.0 ... 1258.50 1259.00 FB
70 fb2601 20250912 1249.0 ... 1253.50 1250.50 FB
71 fb2602 20250912 1245.0 ... 1247.00 1243.00 FB
72 fb2603 20250912 1249.5 ... 1249.00 1246.50 FB
73 fb2604 20250912 1254.5 ... 1254.50 1250.00 FB
74 fb2605 20250912 0.0 ... 1318.50 1318.50 FB
75 fb2606 20250912 0.0 ... 1330.00 1330.00 FB
76 fb2607 20250912 0.0 ... 1302.50 1302.50 FB
77 fb2608 20250912 0.0 ... 1296.00 1296.00 FB
78 i2509 20250912 800.0 ... 806.00 845.50 I
79 i2510 20250912 815.0 ... 817.50 819.50 I
80 i2511 20250912 808.5 ... 811.00 814.00 I
81 i2512 20250912 803.5 ... 805.50 809.50 I
82 i2601 20250912 797.5 ... 798.50 800.00 I
83 i2602 20250912 791.5 ... 793.50 794.00 I
84 i2603 20250912 786.5 ... 788.00 789.00 I
85 i2604 20250912 783.0 ... 783.50 784.00 I
86 i2605 20250912 774.0 ... 776.50 777.00 I
87 i2606 20250912 769.0 ... 771.00 771.50 I
88 i2607 20250912 763.5 ... 766.50 766.50 I
89 i2608 20250912 760.0 ... 761.50 762.50 I
90 j2509 20250912 1502.0 ... 1500.00 1512.50 J
91 j2510 20250912 1517.0 ... 1521.50 1514.50 J
92 j2511 20250912 1561.5 ... 1550.00 1550.50 J
93 j2512 20250912 1583.5 ... 1595.50 1582.00 J
94 j2601 20250912 1622.0 ... 1614.00 1618.50 J
95 j2602 20250912 1644.0 ... 1637.50 1638.50 J
96 j2603 20250912 0.0 ... 1658.00 1658.00 J
97 j2604 20250912 0.0 ... 1728.00 1728.00 J
98 j2605 20250912 1768.5 ... 1749.50 1748.50 J
99 j2606 20250912 1758.0 ... 1758.00 1750.50 J
100 j2607 20250912 1763.5 ... 1763.50 1763.50 J
101 j2608 20250912 0.0 ... 1763.00 1763.00 J
102 jd2509 20250912 3100.0 ... 3201.00 3083.00 JD
103 jd2510 20250912 3052.0 ... 3038.00 3036.00 JD
104 jd2511 20250912 3044.0 ... 3048.00 3039.00 JD
105 jd2512 20250912 3180.0 ... 3175.00 3170.00 JD
106 jd2601 20250912 3349.0 ... 3352.00 3350.00 JD
107 jd2602 20250912 3111.0 ... 3103.00 3110.00 JD
108 jd2603 20250912 3124.0 ... 3116.00 3124.00 JD
109 jd2604 20250912 3322.0 ... 3298.00 3318.00 JD
110 jd2605 20250912 3465.0 ... 3429.00 3460.00 JD
111 jd2606 20250912 3273.0 ... 3251.00 3269.00 JD
112 jd2607 20250912 3496.0 ... 3482.00 3491.00 JD
113 jd2608 20250912 3920.0 ... 3919.00 3913.00 JD
114 jm2509 20250912 1031.0 ... 958.00 977.50 JM
115 jm2510 20250912 975.0 ... 979.00 966.00 JM
116 jm2511 20250912 1027.0 ... 1031.00 1022.50 JM
117 jm2512 20250912 1083.5 ... 1085.00 1080.50 JM
118 jm2601 20250912 1140.0 ... 1137.50 1134.50 JM
119 jm2602 20250912 1166.0 ... 1164.00 1161.00 JM
120 jm2603 20250912 1188.5 ... 1183.50 1181.00 JM
121 jm2604 20250912 1206.0 ... 1202.50 1202.50 JM
122 jm2605 20250912 1227.0 ... 1220.50 1220.50 JM
123 jm2606 20250912 1236.0 ... 1235.00 1238.00 JM
124 jm2607 20250912 1247.0 ... 1246.00 1249.50 JM
125 jm2608 20250912 1257.5 ... 1255.00 1260.00 JM
126 l2509 20250912 7080.0 ... 7195.00 7135.00 L
127 l2510 20250912 7168.0 ... 7138.00 7194.00 L
128 l2511 20250912 7182.0 ... 7157.00 7206.00 L
129 l2512 20250912 7193.0 ... 7168.00 7213.00 L
130 l2601 20250912 7200.0 ... 7174.00 7216.00 L
131 l2602 20250912 7198.0 ... 7165.00 7210.00 L
132 l2603 20250912 7179.0 ... 7166.00 7227.00 L
133 l2604 20250912 7205.0 ... 7200.00 7237.00 L
134 l2605 20250912 7207.0 ... 7185.00 7225.00 L
135 l2606 20250912 0.0 ... 7228.00 7228.00 L
136 l2607 20250912 7205.0 ... 7202.00 7236.00 L
137 l2608 20250912 7226.0 ... 7221.00 7254.00 L
138 lg2509 20250912 760.5 ... 764.00 770.00 LG
139 lg2511 20250912 803.0 ... 800.00 804.50 LG
140 lg2601 20250912 819.0 ... 813.50 818.50 LG
141 lg2603 20250912 823.0 ... 820.00 824.50 LG
142 lg2605 20250912 829.0 ... 826.50 829.50 LG
143 lg2607 20250912 830.0 ... 829.00 832.50 LG
144 lh2509 20250912 0.0 ... 13090.00 13090.00 LH
145 lh2511 20250912 13320.0 ... 13310.00 13315.00 LH
146 lh2601 20250912 13750.0 ... 13725.00 13735.00 LH
147 lh2603 20250912 13000.0 ... 13030.00 13010.00 LH
148 lh2605 20250912 13535.0 ... 13555.00 13520.00 LH
149 lh2607 20250912 14295.0 ... 14310.00 14310.00 LH
150 m2509 20250912 0.0 ... 3023.00 3031.00 M
151 m2511 20250912 3062.0 ... 3057.00 3040.00 M
152 m2512 20250912 3104.0 ... 3102.00 3090.00 M
153 m2601 20250912 3090.0 ... 3087.00 3075.00 M
154 m2603 20250912 3011.0 ... 3010.00 2997.00 M
155 m2605 20250912 2810.0 ... 2815.00 2802.00 M
156 m2607 20250912 2790.0 ... 2792.00 2783.00 M
157 m2608 20250912 2916.0 ... 2916.00 2908.00 M
158 p2509 20250912 0.0 ... 9384.00 9446.00 P
159 p2510 20250912 9230.0 ... 9270.00 9222.00 P
160 p2511 20250912 9252.0 ... 9298.00 9236.00 P
161 p2512 20250912 9280.0 ... 9318.00 9264.00 P
162 p2601 20250912 9316.0 ... 9342.00 9274.00 P
163 p2602 20250912 9272.0 ... 9288.00 9222.00 P
164 p2603 20250912 9234.0 ... 9262.00 9212.00 P
165 p2604 20250912 9198.0 ... 9204.00 9156.00 P
166 p2605 20250912 9102.0 ... 9106.00 9062.00 P
167 p2606 20250912 9024.0 ... 9030.00 8968.00 P
168 p2607 20250912 8928.0 ... 8932.00 8868.00 P
169 p2608 20250912 8862.0 ... 8872.00 8800.00 P
170 pg2509 20250912 3750.0 ... 3750.00 3780.00 PG
171 pg2510 20250912 4454.0 ... 4446.00 4453.00 PG
172 pg2511 20250912 4410.0 ... 4401.00 4410.00 PG
173 pg2512 20250912 4350.0 ... 4340.00 4352.00 PG
174 pg2601 20250912 4287.0 ... 4278.00 4289.00 PG
175 pg2602 20250912 4219.0 ... 4211.00 4219.00 PG
176 pg2603 20250912 4112.0 ... 4122.00 4132.00 PG
177 pg2604 20250912 0.0 ... 4467.00 4467.00 PG
178 pg2605 20250912 4381.0 ... 4383.00 4389.00 PG
179 pg2606 20250912 0.0 ... 4305.00 4305.00 PG
180 pg2607 20250912 0.0 ... 4251.00 4251.00 PG
181 pg2608 20250912 0.0 ... 4187.00 4187.00 PG
182 pp2509 20250912 6796.0 ... 6855.00 6828.00 PP
183 pp2510 20250912 6833.0 ... 6818.00 6852.00 PP
184 pp2511 20250912 6875.0 ... 6852.00 6886.00 PP
185 pp2512 20250912 6901.0 ... 6884.00 6919.00 PP
186 pp2601 20250912 6931.0 ... 6910.00 6943.00 PP
187 pp2602 20250912 6916.0 ... 6891.00 6926.00 PP
188 pp2603 20250912 6886.0 ... 6880.00 6912.00 PP
189 pp2604 20250912 6916.0 ... 6908.00 6937.00 PP
190 pp2605 20250912 6949.0 ... 6932.00 6966.00 PP
191 pp2606 20250912 6914.0 ... 6903.00 6943.00 PP
192 pp2607 20250912 6890.0 ... 6887.00 6915.00 PP
193 pp2608 20250912 6900.0 ... 6892.00 6917.00 PP
194 rr2509 20250912 0.0 ... 3617.00 3620.00 RR
195 rr2510 20250912 3585.0 ... 3591.00 3596.00 RR
196 rr2511 20250912 3595.0 ... 3599.00 3603.00 RR
197 rr2512 20250912 3604.0 ... 3602.00 3605.00 RR
198 rr2601 20250912 3615.0 ... 3614.00 3615.00 RR
199 rr2602 20250912 3601.0 ... 3601.00 3605.00 RR
200 rr2603 20250912 3608.0 ... 3608.00 3607.00 RR
201 rr2604 20250912 0.0 ... 3617.00 3617.00 RR
202 rr2605 20250912 0.0 ... 3618.00 3618.00 RR
203 rr2606 20250912 0.0 ... 3604.00 3604.00 RR
204 rr2607 20250912 0.0 ... 3625.00 3625.00 RR
205 rr2608 20250912 0.0 ... 3614.00 3614.00 RR
206 v2509 20250912 4718.0 ... 4720.00 4708.00 V
207 v2510 20250912 4785.0 ... 4763.00 4757.00 V
208 v2511 20250912 4807.0 ... 4794.00 4788.00 V
209 v2512 20250912 4848.0 ... 4829.00 4830.00 V
210 v2601 20250912 4886.0 ... 4871.00 4864.00 V
211 v2602 20250912 4921.0 ... 4914.00 4904.00 V
212 v2603 20250912 4953.0 ... 4950.00 4930.00 V
213 v2604 20250912 5132.0 ... 5135.00 5126.00 V
214 v2605 20250912 5170.0 ... 5172.00 5166.00 V
215 v2606 20250912 5194.0 ... 5196.00 5197.00 V
216 v2607 20250912 5245.0 ... 5236.00 5222.00 V
217 v2608 20250912 5268.0 ... 5265.00 5266.00 V
218 y2509 20250912 0.0 ... 8398.00 8268.00 Y
219 y2511 20250912 8370.0 ... 8368.00 8326.00 Y
220 y2512 20250912 8378.0 ... 8386.00 8338.00 Y
221 y2601 20250912 8340.0 ... 8336.00 8292.00 Y
222 y2603 20250912 8248.0 ... 8252.00 8214.00 Y
223 y2605 20250912 8010.0 ... 8030.00 7986.00 Y
224 y2607 20250912 7992.0 ... 8000.00 7948.00 Y
225 y2608 20250912 8002.0 ... 7984.00 7948.00 Y
[226 rows x 12 columns]
2025-09-15 18:32:15,132 - future_1d - INFO - ak.get_dce_daily('2025-09-12') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250912 8350.0 8438.0 ... 111999.83 8382.0 8293.0 AP
1 AP511 20250912 8140.0 8248.0 ... 8691.41 8199.0 8116.0 AP
2 AP512 20250912 8149.0 8258.0 ... 641.01 8218.0 8131.0 AP
3 AP601 20250912 8277.0 8333.0 ... 548026.71 8287.0 8214.0 AP
4 AP603 20250912 8133.0 8215.0 ... 237.41 8186.0 8124.0 AP
5 AP604 20250912 8180.0 8229.0 ... 188.73 8206.0 8142.0 AP
6 AP605 20250912 8245.0 8300.0 ... 2431.21 8269.0 8227.0 AP
7 CF509 20250912 13370.0 13385.0 ... 8720.58 13375.0 13345.0 CF
8 CF511 20250912 13655.0 13730.0 ... 201420.59 13675.0 13665.0 CF
9 CF601 20250912 13800.0 13880.0 ... 1114023.33 13830.0 13830.0 CF
10 CF603 20250912 13780.0 13835.0 ... 1800.24 13795.0 13800.0 CF
11 CF605 20250912 13795.0 13845.0 ... 111902.58 13795.0 13795.0 CF
12 CF607 20250912 13795.0 13860.0 ... 649.87 13825.0 13815.0 CF
13 CJ509 20250912 0.0 0.0 ... 24.91 9965.0 9965.0 CJ
14 CJ512 20250912 11135.0 11190.0 ... 3810.44 11125.0 11100.0 CJ
15 CJ601 20250912 11195.0 11270.0 ... 529644.44 11190.0 11185.0 CJ
16 CJ603 20250912 11200.0 11305.0 ... 6237.23 11230.0 11240.0 CJ
17 CJ605 20250912 11310.0 11400.0 ... 76766.43 11320.0 11315.0 CJ
18 CJ607 20250912 11450.0 11510.0 ... 1196.57 11450.0 11425.0 CJ
19 CY509 20250912 0.0 0.0 ... 292.56 20160.0 20180.0 CY
20 CY510 20250912 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250912 19850.0 19895.0 ... 108377.15 19855.0 19875.0 CY
22 CY512 20250912 0.0 0.0 ... 0.00 19635.0 19635.0 CY
23 CY601 20250912 19830.0 19885.0 ... 873.75 19860.0 19890.0 CY
24 CY602 20250912 0.0 0.0 ... 0.00 19995.0 19995.0 CY
25 CY603 20250912 0.0 0.0 ... 0.00 20145.0 20240.0 CY
26 CY604 20250912 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250912 20060.0 20060.0 ... 20.06 20055.0 20080.0 CY
28 CY606 20250912 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250912 0.0 0.0 ... 0.00 20300.0 20335.0 CY
30 CY608 20250912 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG509 20250912 979.0 1000.0 ... 680.51 978.0 990.0 FG
32 FG510 20250912 1100.0 1100.0 ... 54819.85 1080.0 1107.0 FG
33 FG511 20250912 1095.0 1095.0 ... 157198.32 1080.0 1095.0 FG
34 FG512 20250912 1187.0 1190.0 ... 58644.37 1181.0 1192.0 FG
35 FG601 20250912 1182.0 1186.0 ... 4230988.70 1175.0 1186.0 FG
36 FG602 20250912 1235.0 1235.0 ... 31425.24 1226.0 1235.0 FG
37 FG603 20250912 1235.0 1237.0 ... 1061.16 1228.0 1239.0 FG
38 FG604 20250912 1279.0 1287.0 ... 506.64 1279.0 1287.0 FG
39 FG605 20250912 1279.0 1286.0 ... 79931.70 1275.0 1281.0 FG
40 FG606 20250912 1308.0 1320.0 ... 588.93 1309.0 1315.0 FG
41 FG607 20250912 1298.0 1308.0 ... 584.69 1299.0 1305.0 FG
42 FG608 20250912 1330.0 1338.0 ... 765.30 1329.0 1333.0 FG
43 JR509 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250912 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250912 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250912 2249.0 2249.0 ... 2776.85 2234.0 2226.0 MA
53 MA510 20250912 2290.0 2290.0 ... 18051.99 2281.0 2299.0 MA
54 MA511 20250912 2318.0 2322.0 ... 171845.36 2313.0 2329.0 MA
55 MA512 20250912 2356.0 2363.0 ... 74857.91 2354.0 2372.0 MA
56 MA601 20250912 2380.0 2386.0 ... 961687.41 2378.0 2395.0 MA
57 MA602 20250912 2398.0 2403.0 ... 77549.24 2394.0 2412.0 MA
58 MA603 20250912 2401.0 2411.0 ... 252.24 2402.0 2417.0 MA
59 MA604 20250912 2403.0 2403.0 ... 2.40 2403.0 2408.0 MA
60 MA605 20250912 2386.0 2395.0 ... 65689.57 2386.0 2396.0 MA
61 MA606 20250912 0.0 0.0 ... 0.00 2394.0 2400.0 MA
62 MA607 20250912 2369.0 2385.0 ... 23.76 2376.0 2383.0 MA
63 MA608 20250912 2381.0 2381.0 ... 4.76 2380.0 2384.0 MA
64 OI509 20250912 0.0 0.0 ... 140.32 10023.0 10023.0 OI
65 OI511 20250912 10095.0 10161.0 ... 531493.02 10090.0 10015.0 OI
66 OI601 20250912 9894.0 9967.0 ... 2920257.58 9904.0 9839.0 OI
67 OI603 20250912 9706.0 9768.0 ... 2784.04 9700.0 9671.0 OI
68 OI605 20250912 9540.0 9595.0 ... 94328.75 9523.0 9510.0 OI
69 OI607 20250912 9486.0 9538.0 ... 843.84 9481.0 9456.0 OI
70 PF509 20250912 0.0 0.0 ... 3.12 6232.0 6272.0 PF
71 PF510 20250912 6352.0 6360.0 ... 21081.39 6330.0 6374.0 PF
72 PF511 20250912 6342.0 6356.0 ... 394490.02 6324.0 6366.0 PF
73 PF512 20250912 6328.0 6340.0 ... 100969.46 6308.0 6350.0 PF
74 PF601 20250912 6364.0 6376.0 ... 22261.90 6350.0 6388.0 PF
75 PF602 20250912 6378.0 6386.0 ... 35051.53 6364.0 6396.0 PF
76 PF603 20250912 6376.0 6376.0 ... 47.72 6364.0 6400.0 PF
77 PF604 20250912 6398.0 6430.0 ... 22.44 6410.0 6436.0 PF
78 PF605 20250912 6422.0 6434.0 ... 6.43 6428.0 6460.0 PF
79 PF606 20250912 0.0 0.0 ... 0.00 6456.0 6474.0 PF
80 PF607 20250912 6470.0 6470.0 ... 3.24 6470.0 6502.0 PF
81 PF608 20250912 0.0 0.0 ... 0.00 6504.0 6516.0 PF
82 PK510 20250912 7882.0 7890.0 ... 56147.36 7822.0 7876.0 PK
83 PK511 20250912 7786.0 7796.0 ... 431016.44 7766.0 7776.0 PK
84 PK512 20250912 7808.0 7812.0 ... 237242.34 7772.0 7800.0 PK
85 PK601 20250912 7820.0 7830.0 ... 47475.90 7812.0 7826.0 PK
86 PK603 20250912 7842.0 7846.0 ... 180.18 7834.0 7848.0 PK
87 PK604 20250912 7862.0 7862.0 ... 70.65 7850.0 7856.0 PK
88 PK605 20250912 7860.0 7870.0 ... 2360.20 7854.0 7852.0 PK
89 PL601 20250912 6400.0 6420.0 ... 40740.24 6382.0 6406.0 PL
90 PL602 20250912 6420.0 6440.0 ... 1231.91 6416.0 6441.0 PL
91 PL603 20250912 6436.0 6436.0 ... 64.33 6433.0 6440.0 PL
92 PL604 20250912 0.0 0.0 ... 0.00 6455.0 6455.0 PL
93 PL605 20250912 6343.0 6360.0 ... 25.41 6352.0 6374.0 PL
94 PL606 20250912 0.0 0.0 ... 0.00 6424.0 6424.0 PL
95 PL607 20250912 0.0 0.0 ... 0.00 6419.0 6450.0 PL
96 PL608 20250912 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250912 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250912 5748.0 5840.0 ... 1426.45 5764.0 5700.0 PR
104 PR510 20250912 5838.0 5838.0 ... 11725.99 5804.0 5834.0 PR
105 PR511 20250912 5832.0 5836.0 ... 389848.99 5798.0 5838.0 PR
106 PR512 20250912 5844.0 5844.0 ... 279238.88 5806.0 5848.0 PR
107 PR601 20250912 5854.0 5854.0 ... 107289.56 5808.0 5856.0 PR
108 PR602 20250912 5872.0 5878.0 ... 3816.83 5836.0 5872.0 PR
109 PR603 20250912 5838.0 5888.0 ... 219.52 5854.0 5892.0 PR
110 PR604 20250912 5862.0 5872.0 ... 158.15 5858.0 5912.0 PR
111 PR605 20250912 5866.0 5884.0 ... 114.47 5870.0 5920.0 PR
112 PR606 20250912 5920.0 5920.0 ... 8.88 5920.0 5946.0 PR
113 PR607 20250912 5954.0 5954.0 ... 53.30 5922.0 5968.0 PR
114 PR608 20250912 5956.0 5956.0 ... 53.28 5920.0 5962.0 PR
115 PX509 20250912 0.0 0.0 ... 0.00 6716.0 6782.0 PX
116 PX510 20250912 6740.0 6746.0 ... 8287.73 6708.0 6786.0 PX
117 PX511 20250912 6740.0 6748.0 ... 506357.78 6700.0 6766.0 PX
118 PX512 20250912 6722.0 6722.0 ... 165142.21 6672.0 6732.0 PX
119 PX601 20250912 6690.0 6700.0 ... 103834.02 6656.0 6708.0 PX
120 PX602 20250912 6674.0 6676.0 ... 14330.50 6644.0 6698.0 PX
121 PX603 20250912 6646.0 6646.0 ... 6.64 6640.0 6690.0 PX
122 PX604 20250912 0.0 0.0 ... 0.00 6668.0 6700.0 PX
123 PX605 20250912 6668.0 6668.0 ... 236.08 6650.0 6692.0 PX
124 PX606 20250912 0.0 0.0 ... 0.00 6668.0 6708.0 PX
125 PX607 20250912 6660.0 6660.0 ... 3.33 6660.0 6722.0 PX
126 PX608 20250912 6646.0 6646.0 ... 3.32 6646.0 6706.0 PX
127 RI509 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250912 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250912 2552.0 2573.0 ... 1706.25 2570.0 2544.0 RM
134 RM511 20250912 2555.0 2559.0 ... 23148.56 2545.0 2544.0 RM
135 RM601 20250912 2560.0 2572.0 ... 791030.41 2555.0 2554.0 RM
136 RM603 20250912 2446.0 2458.0 ... 12559.35 2441.0 2440.0 RM
137 RM605 20250912 2406.0 2427.0 ... 109443.88 2416.0 2411.0 RM
138 RM607 20250912 2400.0 2409.0 ... 6705.84 2398.0 2393.0 RM
139 RM608 20250912 2495.0 2502.0 ... 129.92 2498.0 2491.0 RM
140 RS509 20250912 0.0 0.0 ... 0.00 4869.0 4846.0 RS
141 RS511 20250912 5111.0 5208.0 ... 133.95 5152.0 5128.0 RS
142 RS607 20250912 5559.0 5565.0 ... 88.69 5543.0 5552.0 RS
143 RS608 20250912 5551.0 5584.0 ... 66.66 5555.0 5615.0 RS
144 SA509 20250912 1164.0 1170.0 ... 1821.23 1163.0 1159.0 SA
145 SA510 20250912 1199.0 1210.0 ... 48975.03 1200.0 1207.0 SA
146 SA511 20250912 1215.0 1224.0 ... 262167.28 1214.0 1217.0 SA
147 SA512 20250912 1276.0 1284.0 ... 137620.78 1274.0 1276.0 SA
148 SA601 20250912 1285.0 1295.0 ... 3266834.01 1286.0 1286.0 SA
149 SA602 20250912 1311.0 1324.0 ... 27666.38 1315.0 1312.0 SA
150 SA603 20250912 1319.0 1328.0 ... 2383.26 1318.0 1315.0 SA
151 SA604 20250912 1353.0 1366.0 ... 1053.44 1358.0 1348.0 SA
152 SA605 20250912 1361.0 1370.0 ... 98713.34 1361.0 1355.0 SA
153 SA606 20250912 1366.0 1380.0 ... 742.08 1369.0 1365.0 SA
154 SA607 20250912 1370.0 1383.0 ... 1193.32 1372.0 1369.0 SA
155 SA608 20250912 1389.0 1395.0 ... 997.41 1389.0 1389.0 SA
156 SF509 20250912 5440.0 5468.0 ... 2564.71 5444.0 5464.0 SF
157 SF510 20250912 5438.0 5500.0 ... 23123.76 5446.0 5472.0 SF
158 SF511 20250912 5626.0 5680.0 ... 469614.65 5620.0 5640.0 SF
159 SF512 20250912 5580.0 5634.0 ... 95884.40 5576.0 5596.0 SF
160 SF601 20250912 5580.0 5634.0 ... 152167.99 5584.0 5600.0 SF
161 SF602 20250912 5544.0 5592.0 ... 20074.59 5542.0 5552.0 SF
162 SF603 20250912 5694.0 5700.0 ... 5.70 5698.0 5720.0 SF
163 SF604 20250912 5732.0 5732.0 ... 2.87 5732.0 5718.0 SF
164 SF605 20250912 5694.0 5740.0 ... 1678.73 5692.0 5702.0 SF
165 SF606 20250912 5652.0 5682.0 ... 42.41 5654.0 5672.0 SF
166 SF607 20250912 5810.0 5840.0 ... 5.83 5826.0 5828.0 SF
167 SF608 20250912 5738.0 5738.0 ... 2.87 5738.0 5752.0 SF
168 SH509 20250912 0.0 0.0 ... 0.00 2806.0 2828.0 SH
169 SH510 20250912 2555.0 2555.0 ... 68932.45 2533.0 2565.0 SH
170 SH511 20250912 2575.0 2577.0 ... 666535.61 2548.0 2576.0 SH
171 SH512 20250912 2599.0 2600.0 ... 254696.45 2573.0 2597.0 SH
172 SH601 20250912 2587.0 2589.0 ... 2613145.01 2567.0 2587.0 SH
173 SH602 20250912 2606.0 2607.0 ... 23829.74 2585.0 2604.0 SH
174 SH603 20250912 2618.0 2618.0 ... 2324.79 2600.0 2624.0 SH
175 SH604 20250912 2654.0 2657.0 ... 610.85 2644.0 2666.0 SH
176 SH605 20250912 2671.0 2671.0 ... 20446.09 2652.0 2675.0 SH
177 SH606 20250912 2664.0 2673.0 ... 175.52 2659.0 2689.0 SH
178 SH607 20250912 2662.0 2662.0 ... 71.66 2654.0 2675.0 SH
179 SH608 20250912 2678.0 2681.0 ... 192.49 2673.0 2687.0 SH
180 SM509 20250912 5726.0 5746.0 ... 8950.69 5712.0 5770.0 SM
181 SM510 20250912 5744.0 5792.0 ... 20478.70 5746.0 5774.0 SM
182 SM511 20250912 5838.0 5870.0 ... 225176.08 5820.0 5848.0 SM
183 SM512 20250912 5822.0 5876.0 ... 45049.26 5828.0 5854.0 SM
184 SM601 20250912 5834.0 5884.0 ... 422483.42 5836.0 5860.0 SM
185 SM602 20250912 5830.0 5880.0 ... 139122.44 5830.0 5864.0 SM
186 SM603 20250912 5852.0 5872.0 ... 64.42 5858.0 5880.0 SM
187 SM604 20250912 5866.0 5900.0 ... 8.82 5878.0 5884.0 SM
188 SM605 20250912 5864.0 5914.0 ... 7140.28 5866.0 5896.0 SM
189 SM606 20250912 5872.0 5910.0 ... 47.02 5878.0 5900.0 SM
190 SM607 20250912 5886.0 5922.0 ... 91.23 5886.0 5906.0 SM
191 SM608 20250912 5894.0 5904.0 ... 17.66 5886.0 5930.0 SM
192 SR509 20250912 5540.0 5550.0 ... 2103.75 5543.0 5526.0 SR
193 SR511 20250912 5559.0 5566.0 ... 117552.50 5550.0 5554.0 SR
194 SR601 20250912 5546.0 5555.0 ... 755516.30 5544.0 5542.0 SR
195 SR603 20250912 5537.0 5540.0 ... 2277.89 5529.0 5528.0 SR
196 SR605 20250912 5516.0 5528.0 ... 31146.38 5519.0 5516.0 SR
197 SR607 20250912 5519.0 5524.0 ... 1020.22 5515.0 5512.0 SR
198 TA509 20250912 4550.0 4550.0 ... 4327.35 4548.0 4602.0 TA
199 TA510 20250912 4632.0 4644.0 ... 39797.21 4616.0 4660.0 TA
200 TA511 20250912 4654.0 4662.0 ... 262416.38 4628.0 4672.0 TA
201 TA512 20250912 4664.0 4670.0 ... 91703.94 4638.0 4682.0 TA
202 TA601 20250912 4670.0 4678.0 ... 1189506.27 4648.0 4688.0 TA
203 TA602 20250912 4686.0 4686.0 ... 18720.21 4658.0 4694.0 TA
204 TA603 20250912 4690.0 4690.0 ... 88.70 4668.0 4708.0 TA
205 TA604 20250912 4666.0 4680.0 ... 7.01 4672.0 4722.0 TA
206 TA605 20250912 4706.0 4710.0 ... 36190.24 4686.0 4720.0 TA
207 TA606 20250912 4690.0 4692.0 ... 7.04 4692.0 4734.0 TA
208 TA607 20250912 0.0 0.0 ... 0.00 4710.0 4744.0 TA
209 TA608 20250912 0.0 0.0 ... 0.00 4718.0 4768.0 TA
210 UR509 20250912 1583.0 1592.0 ... 4216.74 1578.0 1603.0 UR
211 UR510 20250912 1610.0 1610.0 ... 19797.98 1595.0 1620.0 UR
212 UR511 20250912 1654.0 1659.0 ... 51287.21 1650.0 1659.0 UR
213 UR512 20250912 1662.0 1670.0 ... 15384.16 1662.0 1666.0 UR
214 UR601 20250912 1665.0 1676.0 ... 415672.14 1667.0 1672.0 UR
215 UR602 20250912 1672.0 1678.0 ... 527.48 1669.0 1674.0 UR
216 UR603 20250912 1717.0 1719.0 ... 137.18 1715.0 1720.0 UR
217 UR604 20250912 1720.0 1720.0 ... 158.10 1718.0 1721.0 UR
218 UR605 20250912 1718.0 1724.0 ... 16513.17 1718.0 1721.0 UR
219 UR606 20250912 1719.0 1720.0 ... 230.07 1717.0 1718.0 UR
220 UR607 20250912 1746.0 1746.0 ... 34.90 1745.0 1747.0 UR
221 UR608 20250912 1737.0 1740.0 ... 10.43 1738.0 1742.0 UR
222 WH509 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250912 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250912 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-15 18:32:15,460 - future_1d - INFO - ak.get_czce_daily('2025-09-12') done
symbol date open ... settle pre_settle variety
0 PS2509 20250912 0.0 ... 52925.0 55575.0 PS
1 PS2510 20250912 53950.0 ... 53935.0 53135.0 PS
2 PS2511 20250912 53520.0 ... 53730.0 53035.0 PS
3 PS2512 20250912 56000.0 ... 56225.0 55530.0 PS
4 PS2601 20250912 56020.0 ... 56110.0 55465.0 PS
5 PS2602 20250912 55975.0 ... 56305.0 55735.0 PS
6 PS2603 20250912 56060.0 ... 56265.0 55715.0 PS
7 PS2604 20250912 56265.0 ... 56410.0 55800.0 PS
8 PS2605 20250912 56275.0 ... 56225.0 55650.0 PS
9 PS2606 20250912 57805.0 ... 58330.0 57725.0 PS
10 PS2607 20250912 58145.0 ... 58370.0 57855.0 PS
11 PS2608 20250912 57985.0 ... 58405.0 57850.0 PS
13 SI2509 20250912 0.0 ... 8405.0 8685.0 SI
14 SI2510 20250912 8655.0 ... 8705.0 8685.0 SI
15 SI2511 20250912 8710.0 ... 8725.0 8690.0 SI
16 SI2512 20250912 9090.0 ... 9090.0 9040.0 SI
17 SI2601 20250912 9055.0 ... 9080.0 9035.0 SI
18 SI2602 20250912 9080.0 ... 9080.0 9030.0 SI
19 SI2603 20250912 9125.0 ... 9100.0 9065.0 SI
20 SI2604 20250912 9085.0 ... 9095.0 9030.0 SI
21 SI2605 20250912 9075.0 ... 9105.0 9055.0 SI
22 SI2606 20250912 9110.0 ... 9105.0 9070.0 SI
23 SI2607 20250912 9130.0 ... 9110.0 9070.0 SI
24 SI2608 20250912 9170.0 ... 9115.0 9085.0 SI
27 LC2509 20250912 71140.0 ... 74700.0 70800.0 LC
28 LC2510 20250912 70160.0 ... 70900.0 70580.0 LC
29 LC2511 20250912 70540.0 ... 71040.0 70660.0 LC
30 LC2512 20250912 70980.0 ... 71240.0 70960.0 LC
31 LC2601 20250912 70660.0 ... 71200.0 70920.0 LC
32 LC2602 20250912 70640.0 ... 71240.0 70860.0 LC
33 LC2603 20250912 70660.0 ... 71120.0 70780.0 LC
34 LC2604 20250912 70980.0 ... 71680.0 71740.0 LC
35 LC2605 20250912 71600.0 ... 71620.0 71380.0 LC
36 LC2606 20250912 71420.0 ... 71520.0 71240.0 LC
37 LC2607 20250912 71200.0 ... 71420.0 71100.0 LC
38 LC2608 20250912 71200.0 ... 71380.0 71040.0 LC
[36 rows x 12 columns]
2025-09-15 18:32:15,691 - future_1d - INFO - ak.get_gfex_daily('2025-09-12') done
2025-09-15 18:32:52,385 - future_1d - INFO - save future_daily 2025-09-12 completed
index symbol date ... settle pre_settle variety
0 0 CU2509 20250915 ... 80870 80710 CU
1 1 CU2510 20250915 ... 80830 80660 CU
2 2 CU2511 20250915 ... 80830 80650 CU
3 3 CU2512 20250915 ... 80810 80640 CU
4 4 CU2601 20250915 ... 80800 80610 CU
5 5 CU2602 20250915 ... 80770 80580 CU
6 6 CU2603 20250915 ... 80760 80660 CU
7 7 CU2604 20250915 ... 80810 80600 CU
8 8 CU2605 20250915 ... 80830 80640 CU
9 9 CU2606 20250915 ... 80810 80740 CU
10 10 CU2607 20250915 ... 80760 80620 CU
11 11 CU2608 20250915 ... 80850 80650 CU
12 12 BC2509 20250915 ... 70500 70500 BC
13 13 BC2510 20250915 ... 71780 71640 BC
14 14 BC2511 20250915 ... 71830 71660 BC
15 15 BC2512 20250915 ... 71910 71670 BC
16 16 BC2601 20250915 ... 72000 72000 BC
17 17 BC2602 20250915 ... 71650 71650 BC
18 18 BC2603 20250915 ... 72000 72000 BC
19 19 BC2604 20250915 ... 71550 71500 BC
20 20 BC2605 20250915 ... 71550 71350 BC
21 21 BC2606 20250915 ... 71500 71450 BC
22 22 BC2607 20250915 ... 71560 71560 BC
23 23 BC2608 20250915 ... 71550 71550 BC
24 24 AL2509 20250915 ... 21000 21040 AL
25 25 AL2510 20250915 ... 21045 21030 AL
26 26 AL2511 20250915 ... 21045 21020 AL
27 27 AL2512 20250915 ... 21015 20975 AL
28 28 AL2601 20250915 ... 20985 20935 AL
29 29 AL2602 20250915 ... 20970 20925 AL
30 30 AL2603 20250915 ... 20980 20925 AL
31 31 AL2604 20250915 ... 21000 20940 AL
32 32 AL2605 20250915 ... 21005 20980 AL
33 33 AL2606 20250915 ... 21015 20975 AL
34 34 AL2607 20250915 ... 20990 20970 AL
35 35 AL2608 20250915 ... 20985 20965 AL
36 36 ZN2509 20250915 ... 22240 22240 ZN
37 37 ZN2510 20250915 ... 22305 22280 ZN
38 38 ZN2511 20250915 ... 22320 22295 ZN
39 39 ZN2512 20250915 ... 22335 22310 ZN
40 40 ZN2601 20250915 ... 22345 22335 ZN
41 41 ZN2602 20250915 ... 22360 22340 ZN
42 42 ZN2603 20250915 ... 22375 22345 ZN
43 43 ZN2604 20250915 ... 22400 22375 ZN
44 44 ZN2605 20250915 ... 22405 22400 ZN
45 45 ZN2606 20250915 ... 22420 22410 ZN
46 46 ZN2607 20250915 ... 22420 22370 ZN
47 47 ZN2608 20250915 ... 22440 22390 ZN
48 48 PB2509 20250915 ... 17170 16860 PB
49 49 PB2510 20250915 ... 17120 16965 PB
50 50 PB2511 20250915 ... 17140 16985 PB
51 51 PB2512 20250915 ... 17155 16975 PB
52 52 PB2601 20250915 ... 17155 16965 PB
53 53 PB2602 20250915 ... 17180 17045 PB
54 54 PB2603 20250915 ... 17190 16945 PB
55 55 PB2604 20250915 ... 17205 17065 PB
56 56 PB2605 20250915 ... 17175 17175 PB
57 57 PB2606 20250915 ... 17105 16935 PB
58 58 PB2607 20250915 ... 17155 17005 PB
59 59 PB2608 20250915 ... 17210 17135 PB
60 60 NI2509 20250915 ... 123340 121270 NI
61 61 NI2510 20250915 ... 122170 121190 NI
62 62 NI2511 20250915 ... 122380 121470 NI
63 63 NI2512 20250915 ... 122580 121560 NI
64 64 NI2601 20250915 ... 122810 121840 NI
65 65 NI2602 20250915 ... 122970 122140 NI
66 66 NI2603 20250915 ... 123430 122210 NI
67 67 NI2604 20250915 ... 123800 122290 NI
68 68 NI2605 20250915 ... 123750 122460 NI
69 69 NI2606 20250915 ... 123960 122790 NI
70 70 NI2607 20250915 ... 124160 122790 NI
71 71 NI2608 20250915 ... 124390 123400 NI
72 72 SN2509 20250915 ... 273540 273970 SN
73 73 SN2510 20250915 ... 273890 272850 SN
74 74 SN2511 20250915 ... 273950 273260 SN
75 75 SN2512 20250915 ... 273810 273380 SN
76 76 SN2601 20250915 ... 274030 273380 SN
77 77 SN2602 20250915 ... 273700 273590 SN
78 78 SN2603 20250915 ... 274260 273110 SN
79 79 SN2604 20250915 ... 274510 273390 SN
80 80 SN2605 20250915 ... 274580 273940 SN
81 81 SN2606 20250915 ... 274940 274310 SN
82 82 SN2607 20250915 ... 275260 273480 SN
83 83 SN2608 20250915 ... 275630 274950 SN
84 84 AO2509 20250915 ... 2875 2875 AO
85 85 AO2510 20250915 ... 2907 2904 AO
86 86 AO2511 20250915 ... 2910 2908 AO
87 87 AO2512 20250915 ... 2918 2917 AO
88 88 AO2601 20250915 ... 2926 2922 AO
89 89 AO2602 20250915 ... 2935 2928 AO
90 90 AO2603 20250915 ... 3002 2995 AO
91 91 AO2604 20250915 ... 3009 3004 AO
92 92 AO2605 20250915 ... 3015 3010 AO
93 93 AO2606 20250915 ... 3021 3019 AO
94 94 AO2607 20250915 ... 3031 3035 AO
95 95 AO2608 20250915 ... 3035 3040 AO
96 96 AD2511 20250915 ... 20580 20570 AD
97 97 AD2512 20250915 ... 20600 20580 AD
98 98 AD2601 20250915 ... 20630 20570 AD
99 99 AD2602 20250915 ... 20620 20545 AD
100 100 AD2603 20250915 ... 20475 20475 AD
101 101 AD2604 20250915 ... 20485 20490 AD
102 102 AD2605 20250915 ... 20520 20455 AD
103 103 AD2606 20250915 ... 20455 20155 AD
104 104 AD2607 20250915 ... 20445 20425 AD
105 105 AD2608 20250915 ... 20515 20515 AD
106 106 AU2509 20250915 ... 820.82 832.5 AU
107 107 AU2510 20250915 ... 832.56 830.74 AU
108 108 AU2511 20250915 ... 833.64 832.94 AU
109 109 AU2512 20250915 ... 834.9 833.42 AU
110 110 AU2602 20250915 ... 837.12 835.4 AU
111 111 AU2604 20250915 ... 839.42 837.78 AU
112 112 AU2606 20250915 ... 841.46 840.26 AU
113 113 AU2608 20250915 ... 844.46 842.2 AU
114 114 AG2509 20250915 ... 9956 9865 AG
115 115 AG2510 20250915 ... 10028 9930 AG
116 116 AG2511 20250915 ... 10038 9944 AG
117 117 AG2512 20250915 ... 10052 9963 AG
118 118 AG2601 20250915 ... 10064 9965 AG
119 119 AG2602 20250915 ... 10075 9975 AG
120 120 AG2603 20250915 ... 10083 10002 AG
121 121 AG2604 20250915 ... 10097 10007 AG
122 122 AG2605 20250915 ... 10115 10035 AG
123 123 AG2606 20250915 ... 10126 10038 AG
124 124 AG2607 20250915 ... 10144 10051 AG
125 125 AG2608 20250915 ... 10159 10068 AG
126 126 RB2509 20250915 ... 2941 2941 RB
127 127 RB2510 20250915 ... 3037 3017 RB
128 128 RB2511 20250915 ... 3055 3035 RB
129 129 RB2512 20250915 ... 3102 3089 RB
130 130 RB2601 20250915 ... 3127 3107 RB
131 131 RB2602 20250915 ... 3135 3112 RB
132 132 RB2603 20250915 ... 3157 3122 RB
133 133 RB2604 20250915 ... 3171 3148 RB
134 134 RB2605 20250915 ... 3192 3163 RB
135 135 RB2606 20250915 ... 3207 3180 RB
136 136 RB2607 20250915 ... 3227 3200 RB
137 137 RB2608 20250915 ... 3235 3207 RB
138 138 WR2509 20250915 ... 3342 3342 WR
139 139 WR2510 20250915 ... 3289 3276 WR
140 140 WR2511 20250915 ... 3302 3302 WR
141 141 WR2512 20250915 ... 3324 3324 WR
142 142 WR2601 20250915 ... 3350 3366 WR
143 143 WR2602 20250915 ... 3358 3358 WR
144 144 WR2603 20250915 ... 3338 3338 WR
145 145 WR2604 20250915 ... 3389 3389 WR
146 146 WR2605 20250915 ... 3414 3414 WR
147 147 WR2606 20250915 ... 3372 3372 WR
148 148 WR2607 20250915 ... 3390 3390 WR
149 149 WR2608 20250915 ... 3399 3399 WR
150 150 HC2509 20250915 ... 3396 3396 HC
151 151 HC2510 20250915 ... 3393 3374 HC
152 152 HC2511 20250915 ... 3379 3361 HC
153 153 HC2512 20250915 ... 3372 3360 HC
154 154 HC2601 20250915 ... 3360 3341 HC
155 155 HC2602 20250915 ... 3362 3338 HC
156 156 HC2603 20250915 ... 3363 3343 HC
157 157 HC2604 20250915 ... 3365 3346 HC
158 158 HC2605 20250915 ... 3364 3345 HC
159 159 HC2606 20250915 ... 3369 3341 HC
160 160 HC2607 20250915 ... 3371 3356 HC
161 161 HC2608 20250915 ... 3377 3351 HC
162 162 SS2509 20250915 ... 12800 12800 SS
163 163 SS2510 20250915 ... 12915 12830 SS
164 164 SS2511 20250915 ... 13005 12915 SS
165 165 SS2512 20250915 ... 13045 12955 SS
166 166 SS2601 20250915 ... 13115 13010 SS
167 167 SS2602 20250915 ... 13130 13015 SS
168 168 SS2603 20250915 ... 13205 13130 SS
169 169 SS2604 20250915 ... 13235 13140 SS
170 170 SS2605 20250915 ... 13365 13290 SS
171 171 SS2606 20250915 ... 13425 13305 SS
172 172 SS2607 20250915 ... 13505 13370 SS
173 173 SS2608 20250915 ... 13515 13430 SS
174 174 SC2510 20250915 ... 488 479.2 SC
175 175 SC2511 20250915 ... 488.5 480.5 SC
176 176 SC2512 20250915 ... 487.6 479.5 SC
177 177 SC2601 20250915 ... 487.5 479 SC
178 178 SC2602 20250915 ... 487 478.4 SC
179 179 SC2603 20250915 ... 486.6 477.8 SC
180 180 SC2604 20250915 ... 485.9 477.4 SC
181 181 SC2605 20250915 ... 485.9 477.3 SC
182 182 SC2606 20250915 ... 485.8 476.6 SC
183 183 SC2607 20250915 ... 486.1 475.9 SC
184 184 SC2608 20250915 ... 482.4 474.7 SC
185 185 SC2609 20250915 ... 481.8 473 SC
186 186 SC2612 20250915 ... 475.4 472.6 SC
187 187 SC2703 20250915 ... 474.6 469.2 SC
188 188 SC2706 20250915 ... 474.7 470 SC
189 189 SC2709 20250915 ... 473.2 470 SC
190 190 SC2712 20250915 ... 472.1 466.6 SC
191 191 SC2803 20250915 ... 471.1 468.2 SC
192 192 SC2806 20250915 ... 466.7 462.8 SC
193 193 SC2809 20250915 ... 469 462 SC
194 194 LU2510 20250915 ... 3332 3261 LU
195 195 LU2511 20250915 ... 3353 3288 LU
196 196 LU2512 20250915 ... 3346 3276 LU
197 197 LU2601 20250915 ... 3343 3285 LU
198 198 LU2602 20250915 ... 3333 3283 LU
199 199 LU2603 20250915 ... 3328 3276 LU
200 200 LU2604 20250915 ... 3323 3257 LU
201 201 LU2605 20250915 ... 3318 3274 LU
202 202 LU2606 20250915 ... 3317 3271 LU
203 203 LU2607 20250915 ... 3312 3265 LU
204 204 LU2608 20250915 ... 3320 3261 LU
205 205 LU2609 20250915 ... 3308 3260 LU
206 206 FU2510 20250915 ... 2820 2776 FU
207 207 FU2511 20250915 ... 2818 2768 FU
208 208 FU2512 20250915 ... 2801 2745 FU
209 209 FU2601 20250915 ... 2787 2733 FU
210 210 FU2602 20250915 ... 2777 2718 FU
211 211 FU2603 20250915 ... 2764 2714 FU
212 212 FU2604 20250915 ... 2755 2712 FU
213 213 FU2605 20250915 ... 2744 2698 FU
214 214 FU2606 20250915 ... 2736 2694 FU
215 215 FU2607 20250915 ... 2722 2687 FU
216 216 FU2608 20250915 ... 2717 2681 FU
217 217 FU2609 20250915 ... 2695 2664 FU
218 218 BU2509 20250915 ... 3306 3423 BU
219 219 BU2510 20250915 ... 3416 3421 BU
220 220 BU2511 20250915 ... 3398 3403 BU
221 221 BU2512 20250915 ... 3363 3359 BU
222 222 BU2601 20250915 ... 3344 3338 BU
223 223 BU2602 20250915 ... 3343 3336 BU
224 224 BU2603 20250915 ... 3347 3340 BU
225 225 BU2604 20250915 ... 3338 3308 BU
226 226 BU2605 20250915 ... 3344 3334 BU
227 227 BU2606 20250915 ... 3344 3329 BU
228 228 BU2607 20250915 ... 3339 3339 BU
229 229 BU2608 20250915 ... 3321 3320 BU
230 230 BU2609 20250915 ... 3331 3322 BU
231 231 BU2612 20250915 ... 3296 3281 BU
232 232 BU2703 20250915 ... 3307 3289 BU
233 233 BU2706 20250915 ... 3308 3292 BU
234 234 BR2509 20250915 ... 11675 11675 BR
235 235 BR2510 20250915 ... 11630 11575 BR
236 236 BR2511 20250915 ... 11590 11545 BR
237 237 BR2512 20250915 ... 11595 11525 BR
238 238 BR2601 20250915 ... 11600 11540 BR
239 239 BR2602 20250915 ... 11570 11685 BR
240 240 BR2603 20250915 ... 11585 11570 BR
241 241 BR2604 20250915 ... 11690 11615 BR
242 242 BR2605 20250915 ... 11675 11640 BR
243 243 BR2606 20250915 ... 11725 11715 BR
244 244 BR2607 20250915 ... 11845 11715 BR
245 245 BR2608 20250915 ... 11770 11705 BR
246 246 RU2509 20250915 ... 14940 14835 RU
247 247 RU2510 20250915 ... 14980 14910 RU
248 248 RU2511 20250915 ... 14935 14880 RU
249 249 RU2601 20250915 ... 15870 15810 RU
250 250 RU2603 20250915 ... 15905 15790 RU
251 251 RU2604 20250915 ... 15840 15770 RU
252 252 RU2605 20250915 ... 15845 15835 RU
253 253 RU2606 20250915 ... 15865 15925 RU
254 254 RU2607 20250915 ... 15870 15865 RU
255 255 RU2608 20250915 ... 16065 15970 RU
256 256 NR2509 20250915 ... 12645 12645 NR
257 257 NR2510 20250915 ... 12555 12495 NR
258 258 NR2511 20250915 ... 12595 12545 NR
259 259 NR2512 20250915 ... 12645 12590 NR
260 260 NR2601 20250915 ... 12665 12615 NR
261 261 NR2602 20250915 ... 12700 12645 NR
262 262 NR2603 20250915 ... 12690 12630 NR
263 263 NR2604 20250915 ... 12710 12675 NR
264 264 NR2605 20250915 ... 12740 12695 NR
265 265 NR2606 20250915 ... 12635 12580 NR
266 266 NR2607 20250915 ... 12650 12640 NR
267 267 NR2608 20250915 ... 12685 12685 NR
268 268 SP2509 20250915 ... 4952 4926 SP
269 269 SP2510 20250915 ... 4992 4964 SP
270 270 SP2511 20250915 ... 5024 4988 SP
271 271 SP2512 20250915 ... 5042 5004 SP
272 272 SP2601 20250915 ... 5308 5276 SP
273 273 SP2602 20250915 ... 5286 5262 SP
274 274 SP2603 20250915 ... 5300 5272 SP
275 275 SP2604 20250915 ... 5316 5278 SP
276 276 SP2605 20250915 ... 5314 5290 SP
277 277 SP2606 20250915 ... 5322 5290 SP
278 278 SP2607 20250915 ... 5332 5294 SP
279 279 SP2608 20250915 ... 5330 5296 SP
280 280 OP2601 20250915 ... 4214 4220 OP
281 281 OP2602 20250915 ... 4214 4202 OP
282 282 OP2603 20250915 ... 4226 4228 OP
283 283 OP2604 20250915 ... 4250 4250 OP
284 284 OP2605 20250915 ... 4222 4248 OP
285 285 OP2606 20250915 ... 4216 4222 OP
286 286 OP2607 20250915 ... 4240 4256 OP
287 287 OP2608 20250915 ... 4256 4250 OP
288 288 EC2510 20250915 ... 1170.9 1181.6 EC
289 289 EC2512 20250915 ... 1640.3 1594.5 EC
290 290 EC2602 20250915 ... 1521 1490.3 EC
291 291 EC2604 20250915 ... 1250.1 1235.6 EC
292 292 EC2606 20250915 ... 1425.3 1412.9 EC
293 293 EC2608 20250915 ... 1596.5 1580.3 EC
294 294 SC_TAS2510 20250915 ... SC_TAS
295 295 SC_TAS2511 20250915 ... SC_TAS
296 296 SC_TAS2512 20250915 ... SC_TAS
297 297 SC_TAS2601 20250915 ... SC_TAS
[298 rows x 13 columns]
2025-09-15 18:33:02,329 - future_1d - INFO - ak.get_shfe_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 SC2510 20250915 486.6 ... 488 479.2 SC
1 SC2511 20250915 488.5 ... 488.5 480.5 SC
2 SC2512 20250915 488 ... 487.6 479.5 SC
3 SC2601 20250915 487.3 ... 487.5 479 SC
4 SC2602 20250915 486.6 ... 487 478.4 SC
5 SC2603 20250915 486.4 ... 486.6 477.8 SC
6 SC2604 20250915 486.1 ... 485.9 477.4 SC
7 SC2605 20250915 485.1 ... 485.9 477.3 SC
8 SC2606 20250915 485.8 ... 485.8 476.6 SC
9 SC2607 20250915 485 ... 486.1 475.9 SC
10 SC2608 20250915 483.3 ... 482.4 474.7 SC
11 SC2609 20250915 483.6 ... 481.8 473 SC
12 SC2612 20250915 ... 475.4 472.6 SC
13 SC2703 20250915 ... 474.6 469.2 SC
14 SC2706 20250915 ... 474.7 470 SC
15 SC2709 20250915 ... 473.2 470 SC
16 SC2712 20250915 ... 472.1 466.6 SC
17 SC2803 20250915 471.1 ... 471.1 468.2 SC
18 SC2806 20250915 466.7 ... 466.7 462.8 SC
19 SC2809 20250915 469 ... 469 462 SC
21 LU2510 20250915 3305 ... 3332 3261 LU
22 LU2511 20250915 3365 ... 3353 3288 LU
23 LU2512 20250915 3350 ... 3346 3276 LU
24 LU2601 20250915 3311 ... 3343 3285 LU
25 LU2602 20250915 3299 ... 3333 3283 LU
26 LU2603 20250915 3324 ... 3328 3276 LU
27 LU2604 20250915 3320 ... 3323 3257 LU
28 LU2605 20250915 3317 ... 3318 3274 LU
29 LU2606 20250915 3313 ... 3317 3271 LU
30 LU2607 20250915 3281 ... 3312 3265 LU
31 LU2608 20250915 3320 ... 3320 3261 LU
32 LU2609 20250915 3265 ... 3308 3260 LU
34 NR2509 20250915 ... 12645 12645 NR
35 NR2510 20250915 12540 ... 12555 12495 NR
36 NR2511 20250915 12600 ... 12595 12545 NR
37 NR2512 20250915 12650 ... 12645 12590 NR
38 NR2601 20250915 12665 ... 12665 12615 NR
39 NR2602 20250915 12690 ... 12700 12645 NR
40 NR2603 20250915 12700 ... 12690 12630 NR
41 NR2604 20250915 12690 ... 12710 12675 NR
42 NR2605 20250915 12615 ... 12740 12695 NR
43 NR2606 20250915 ... 12635 12580 NR
44 NR2607 20250915 ... 12650 12640 NR
45 NR2608 20250915 ... 12685 12685 NR
47 BC2509 20250915 ... 70500 70500 BC
48 BC2510 20250915 71750 ... 71780 71640 BC
49 BC2511 20250915 71920 ... 71830 71660 BC
50 BC2512 20250915 71680 ... 71910 71670 BC
51 BC2601 20250915 ... 72000 72000 BC
52 BC2602 20250915 ... 71650 71650 BC
53 BC2603 20250915 ... 72000 72000 BC
54 BC2604 20250915 ... 71550 71500 BC
55 BC2605 20250915 ... 71550 71350 BC
56 BC2606 20250915 ... 71500 71450 BC
57 BC2607 20250915 ... 71560 71560 BC
58 BC2608 20250915 ... 71550 71550 BC
60 EC2510 20250915 1150 ... 1170.9 1181.6 EC
61 EC2512 20250915 1605 ... 1640.3 1594.5 EC
62 EC2602 20250915 1496.9 ... 1521 1490.3 EC
63 EC2604 20250915 1240.3 ... 1250.1 1235.6 EC
64 EC2606 20250915 1403.6 ... 1425.3 1412.9 EC
65 EC2608 20250915 1583.2 ... 1596.5 1580.3 EC
68 SC_TAS2510 20250915 ... SC_TAS
69 SC_TAS2511 20250915 ... SC_TAS
70 SC_TAS2512 20250915 ... SC_TAS
71 SC_TAS2601 20250915 ... SC_TAS
[66 rows x 12 columns]
2025-09-15 18:33:02,397 - future_1d - INFO - ak.get_ine_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 IC2509 20250915 7158.200 ... 7125.800 7152.400 IC
1 IC2510 20250915 7111.000 ... 7062.800 7100.000 IC
2 IC2512 20250915 7030.200 ... 6951.400 7000.400 IC
3 IC2603 20250915 6873.000 ... 6791.200 6849.400 IC
4 IF2509 20250915 4533.000 ... 4528.000 4525.800 IF
5 IF2510 20250915 4529.800 ... 4518.800 4517.600 IF
6 IF2512 20250915 4506.800 ... 4496.400 4499.200 IF
7 IF2603 20250915 4489.400 ... 4470.800 4478.800 IF
8 IH2509 20250915 2972.000 ... 2961.200 2969.800 IH
9 IH2510 20250915 2974.000 ... 2960.800 2969.800 IH
10 IH2512 20250915 2978.000 ... 2962.400 2971.200 IH
11 IH2603 20250915 2978.400 ... 2964.200 2974.000 IH
12 IM2509 20250915 7420.000 ... 7386.400 7400.800 IM
13 IM2510 20250915 7366.600 ... 7317.000 7333.600 IM
14 IM2512 20250915 7184.600 ... 7161.400 7186.400 IM
15 IM2603 20250915 6995.000 ... 6951.200 6985.200 IM
16 T2512 20250915 107.690 ... 107.840 107.680 T
17 T2603 20250915 107.410 ... 107.525 107.385 T
18 T2606 20250915 107.210 ... 107.345 107.385 T
19 TF2512 20250915 105.580 ... 105.660 105.580 TF
20 TF2603 20250915 105.505 ... 105.540 105.470 TF
21 TF2606 20250915 105.465 ... 105.435 105.470 TF
22 TL2512 20250915 115.260 ... 115.480 115.160 TL
23 TL2603 20250915 114.960 ... 115.180 114.850 TL
24 TL2606 20250915 114.910 ... 115.100 114.850 TL
25 TS2512 20250915 102.366 ... 102.368 102.364 TS
26 TS2603 20250915 102.304 ... 102.312 102.294 TS
27 TS2606 20250915 102.260 ... 102.280 102.294 TS
[28 rows x 12 columns]
2025-09-15 18:33:02,663 - future_1d - INFO - ak.get_cffex_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 a2511 20250915 3958.00 ... 3942.00 3956.00 A
1 a2601 20250915 3956.00 ... 3941.00 3956.00 A
2 a2603 20250915 3965.00 ... 3943.00 3963.00 A
3 a2605 20250915 3998.00 ... 3993.00 4002.00 A
4 a2607 20250915 4008.00 ... 3992.00 4006.00 A
5 a2609 20250915 4102.00 ... 4017.00 4006.00 A
6 b2510 20250915 3743.00 ... 3700.00 3726.00 B
7 b2511 20250915 3761.00 ... 3737.00 3760.00 B
8 b2512 20250915 3788.00 ... 3769.00 3787.00 B
9 b2601 20250915 3781.00 ... 3758.00 3785.00 B
10 b2602 20250915 3765.00 ... 3737.00 3765.00 B
11 b2603 20250915 3713.00 ... 3696.00 3713.00 B
12 b2604 20250915 3598.00 ... 3581.00 3598.00 B
13 b2605 20250915 3523.00 ... 3514.00 3518.00 B
14 b2606 20250915 3489.00 ... 3482.00 3487.00 B
15 b2607 20250915 3491.00 ... 3482.00 3487.00 B
16 b2608 20250915 3592.00 ... 3581.00 3588.00 B
17 b2609 20250915 3633.00 ... 3610.00 3588.00 B
18 bb2511 20250915 141.85 ... 142.05 141.95 BB
19 bb2601 20250915 146.50 ... 146.60 146.80 BB
20 bb2603 20250915 147.00 ... 146.80 146.90 BB
21 bb2605 20250915 0.00 ... 141.85 141.90 BB
22 bb2607 20250915 0.00 ... 146.65 146.70 BB
23 bb2609 20250915 0.00 ... 146.65 146.70 BB
24 bz2603 20250915 6015.00 ... 6021.00 5989.00 BZ
25 bz2604 20250915 5983.00 ... 6007.00 5953.00 BZ
26 bz2605 20250915 6028.00 ... 6039.00 6011.00 BZ
27 bz2606 20250915 6008.00 ... 6008.00 5953.00 BZ
28 bz2607 20250915 0.00 ... 5980.00 5980.00 BZ
29 bz2608 20250915 0.00 ... 5955.00 5955.00 BZ
30 c2511 20250915 2199.00 ... 2178.00 2199.00 C
31 c2601 20250915 2170.00 ... 2159.00 2169.00 C
32 c2603 20250915 2184.00 ... 2176.00 2185.00 C
33 c2605 20250915 2239.00 ... 2232.00 2238.00 C
34 c2607 20250915 2253.00 ... 2247.00 2255.00 C
35 c2609 20250915 2260.00 ... 2258.00 2255.00 C
36 cs2511 20250915 2478.00 ... 2457.00 2476.00 CS
37 cs2601 20250915 2488.00 ... 2481.00 2493.00 CS
38 cs2603 20250915 2497.00 ... 2490.00 2502.00 CS
39 cs2605 20250915 2582.00 ... 2574.00 2584.00 CS
40 cs2607 20250915 2581.00 ... 2581.00 2588.00 CS
41 cs2609 20250915 0.00 ... 2588.00 2588.00 CS
42 eb2509 20250915 6589.00 ... 6789.00 6962.00 EB
43 eb2510 20250915 7073.00 ... 7072.00 7027.00 EB
44 eb2511 20250915 7082.00 ... 7083.00 7040.00 EB
45 eb2512 20250915 7091.00 ... 7093.00 7045.00 EB
46 eb2601 20250915 7111.00 ... 7116.00 7069.00 EB
47 eb2602 20250915 7134.00 ... 7142.00 7093.00 EB
48 eb2603 20250915 7166.00 ... 7183.00 7127.00 EB
49 eb2604 20250915 7216.00 ... 7214.00 7158.00 EB
50 eb2605 20250915 7208.00 ... 7226.00 7177.00 EB
51 eb2606 20250915 0.00 ... 7169.00 7169.00 EB
52 eb2607 20250915 0.00 ... 7185.00 7185.00 EB
53 eb2608 20250915 0.00 ... 7246.00 7246.00 EB
54 eg2509 20250915 4374.00 ... 4338.00 4408.00 EG
55 eg2510 20250915 4322.00 ... 4308.00 4308.00 EG
56 eg2511 20250915 4298.00 ... 4274.00 4270.00 EG
57 eg2512 20250915 4278.00 ... 4268.00 4269.00 EG
58 eg2601 20250915 4285.00 ... 4277.00 4279.00 EG
59 eg2602 20250915 4267.00 ... 4269.00 4286.00 EG
60 eg2603 20250915 4281.00 ... 4278.00 4288.00 EG
61 eg2604 20250915 4312.00 ... 4317.00 4313.00 EG
62 eg2605 20250915 4335.00 ... 4327.00 4326.00 EG
63 eg2606 20250915 4322.00 ... 4332.00 4333.00 EG
64 eg2607 20250915 0.00 ... 4358.00 4358.00 EG
65 eg2608 20250915 0.00 ... 4402.00 4402.00 EG
66 fb2510 20250915 1266.50 ... 1266.50 1268.50 FB
67 fb2511 20250915 1260.50 ... 1257.50 1261.50 FB
68 fb2512 20250915 1261.00 ... 1263.00 1258.50 FB
69 fb2601 20250915 1253.00 ... 1255.00 1253.50 FB
70 fb2602 20250915 1254.00 ... 1249.00 1247.00 FB
71 fb2603 20250915 1254.50 ... 1249.00 1249.00 FB
72 fb2604 20250915 0.00 ... 1254.50 1254.50 FB
73 fb2605 20250915 1301.50 ... 1301.50 1318.50 FB
74 fb2606 20250915 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250915 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250915 1285.00 ... 1285.00 1296.00 FB
77 fb2609 20250915 0.00 ... 1296.00 1296.00 FB
78 i2510 20250915 818.00 ... 818.50 817.50 I
79 i2511 20250915 814.00 ... 810.50 811.00 I
80 i2512 20250915 808.50 ... 805.00 805.50 I
81 i2601 20250915 799.00 ... 797.00 798.50 I
82 i2602 20250915 797.50 ... 791.50 793.50 I
83 i2603 20250915 792.00 ... 786.00 788.00 I
84 i2604 20250915 788.00 ... 782.00 783.50 I
85 i2605 20250915 777.00 ... 775.00 776.50 I
86 i2606 20250915 775.00 ... 769.50 771.00 I
87 i2607 20250915 769.50 ... 765.50 766.50 I
88 i2608 20250915 765.50 ... 761.50 761.50 I
89 i2609 20250915 761.00 ... 757.50 761.50 I
90 j2510 20250915 1546.50 ... 1564.50 1521.50 J
91 j2511 20250915 1579.00 ... 1600.00 1550.00 J
92 j2512 20250915 1615.00 ... 1629.50 1595.50 J
93 j2601 20250915 1628.50 ... 1664.50 1614.00 J
94 j2602 20250915 1657.50 ... 1684.00 1637.50 J
95 j2603 20250915 0.00 ... 1689.50 1658.00 J
96 j2604 20250915 0.00 ... 1758.00 1728.00 J
97 j2605 20250915 1772.00 ... 1809.00 1749.50 J
98 j2606 20250915 1799.00 ... 1806.00 1758.00 J
99 j2607 20250915 1791.50 ... 1810.00 1763.50 J
100 j2608 20250915 1812.00 ... 1817.50 1763.00 J
101 j2609 20250915 1805.50 ... 1845.00 1763.00 J
102 jd2509 20250915 3230.00 ... 3230.00 3201.00 JD
103 jd2510 20250915 3080.00 ... 3121.00 3038.00 JD
104 jd2511 20250915 3091.00 ... 3140.00 3048.00 JD
105 jd2512 20250915 3200.00 ... 3241.00 3175.00 JD
106 jd2601 20250915 3359.00 ... 3377.00 3352.00 JD
107 jd2602 20250915 3103.00 ... 3117.00 3103.00 JD
108 jd2603 20250915 3109.00 ... 3127.00 3116.00 JD
109 jd2604 20250915 3299.00 ... 3294.00 3298.00 JD
110 jd2605 20250915 3410.00 ... 3389.00 3429.00 JD
111 jd2606 20250915 3244.00 ... 3206.00 3251.00 JD
112 jd2607 20250915 3481.00 ... 3452.00 3482.00 JD
113 jd2608 20250915 3918.00 ... 3903.00 3919.00 JD
114 jm2510 20250915 994.00 ... 993.50 979.00 JM
115 jm2511 20250915 1037.50 ... 1054.00 1031.00 JM
116 jm2512 20250915 1089.00 ... 1115.50 1085.00 JM
117 jm2601 20250915 1147.50 ... 1172.00 1137.50 JM
118 jm2602 20250915 1170.00 ... 1200.00 1164.00 JM
119 jm2603 20250915 1188.50 ... 1222.50 1183.50 JM
120 jm2604 20250915 1208.00 ... 1240.00 1202.50 JM
121 jm2605 20250915 1228.00 ... 1264.50 1220.50 JM
122 jm2606 20250915 1247.50 ... 1274.50 1235.00 JM
123 jm2607 20250915 1258.00 ... 1279.00 1246.00 JM
124 jm2608 20250915 1276.00 ... 1290.00 1255.00 JM
125 jm2609 20250915 1276.50 ... 1292.00 1255.00 JM
126 l2510 20250915 7197.00 ... 7134.00 7138.00 L
127 l2511 20250915 7173.00 ... 7170.00 7157.00 L
128 l2512 20250915 7191.00 ... 7198.00 7168.00 L
129 l2601 20250915 7199.00 ... 7202.00 7174.00 L
130 l2602 20250915 7188.00 ... 7197.00 7165.00 L
131 l2603 20250915 7188.00 ... 7201.00 7166.00 L
132 l2604 20250915 7213.00 ... 7239.00 7200.00 L
133 l2605 20250915 7203.00 ... 7212.00 7185.00 L
134 l2606 20250915 7197.00 ... 7256.00 7228.00 L
135 l2607 20250915 7231.00 ... 7244.00 7202.00 L
136 l2608 20250915 7232.00 ... 7235.00 7221.00 L
137 l2609 20250915 7230.00 ... 7259.00 7221.00 L
138 lg2509 20250915 761.50 ... 761.00 764.00 LG
139 lg2511 20250915 798.50 ... 799.50 800.00 LG
140 lg2601 20250915 813.50 ... 817.50 813.50 LG
141 lg2603 20250915 815.50 ... 824.00 820.00 LG
142 lg2605 20250915 823.50 ... 829.50 826.50 LG
143 lg2607 20250915 831.00 ... 834.00 829.00 LG
144 lh2509 20250915 13100.00 ... 13100.00 13090.00 LH
145 lh2511 20250915 13150.00 ... 13200.00 13310.00 LH
146 lh2601 20250915 13675.00 ... 13660.00 13725.00 LH
147 lh2603 20250915 12995.00 ... 13005.00 13030.00 LH
148 lh2605 20250915 13555.00 ... 13510.00 13555.00 LH
149 lh2607 20250915 14320.00 ... 14220.00 14310.00 LH
150 m2511 20250915 3052.00 ... 3022.00 3057.00 M
151 m2512 20250915 3093.00 ... 3072.00 3102.00 M
152 m2601 20250915 3080.00 ... 3051.00 3087.00 M
153 m2603 20250915 3011.00 ... 2992.00 3010.00 M
154 m2605 20250915 2816.00 ... 2810.00 2815.00 M
155 m2607 20250915 2796.00 ... 2788.00 2792.00 M
156 m2608 20250915 2920.00 ... 2915.00 2916.00 M
157 m2609 20250915 2943.00 ... 2922.00 2916.00 M
158 p2510 20250915 9290.00 ... 9310.00 9270.00 P
159 p2511 20250915 9300.00 ... 9332.00 9298.00 P
160 p2512 20250915 9318.00 ... 9348.00 9318.00 P
161 p2601 20250915 9336.00 ... 9370.00 9342.00 P
162 p2602 20250915 9288.00 ... 9298.00 9288.00 P
163 p2603 20250915 9262.00 ... 9280.00 9262.00 P
164 p2604 20250915 9180.00 ... 9218.00 9204.00 P
165 p2605 20250915 9092.00 ... 9132.00 9106.00 P
166 p2606 20250915 9014.00 ... 9042.00 9030.00 P
167 p2607 20250915 8938.00 ... 8958.00 8932.00 P
168 p2608 20250915 8850.00 ... 8884.00 8872.00 P
169 p2609 20250915 8840.00 ... 8862.00 8872.00 P
170 pg2509 20250915 3779.00 ... 3779.00 3750.00 PG
171 pg2510 20250915 4488.00 ... 4513.00 4446.00 PG
172 pg2511 20250915 4445.00 ... 4455.00 4401.00 PG
173 pg2512 20250915 4374.00 ... 4387.00 4340.00 PG
174 pg2601 20250915 4303.00 ... 4320.00 4278.00 PG
175 pg2602 20250915 4231.00 ... 4249.00 4211.00 PG
176 pg2603 20250915 4142.00 ... 4160.00 4122.00 PG
177 pg2604 20250915 4500.00 ... 4499.00 4467.00 PG
178 pg2605 20250915 4382.00 ... 4411.00 4383.00 PG
179 pg2606 20250915 4343.00 ... 4345.00 4305.00 PG
180 pg2607 20250915 4286.00 ... 4285.00 4251.00 PG
181 pg2608 20250915 4225.00 ... 4225.00 4187.00 PG
182 pp2510 20250915 6845.00 ... 6848.00 6818.00 PP
183 pp2511 20250915 6881.00 ... 6882.00 6852.00 PP
184 pp2512 20250915 6912.00 ... 6918.00 6884.00 PP
185 pp2601 20250915 6933.00 ... 6946.00 6910.00 PP
186 pp2602 20250915 6916.00 ... 6928.00 6891.00 PP
187 pp2603 20250915 6892.00 ... 6933.00 6880.00 PP
188 pp2604 20250915 6923.00 ... 6949.00 6908.00 PP
189 pp2605 20250915 6964.00 ... 6969.00 6932.00 PP
190 pp2606 20250915 6903.00 ... 6940.00 6903.00 PP
191 pp2607 20250915 6899.00 ... 6925.00 6887.00 PP
192 pp2608 20250915 6916.00 ... 6894.00 6892.00 PP
193 pp2609 20250915 6944.00 ... 6958.00 6892.00 PP
194 rr2510 20250915 3599.00 ... 3593.00 3591.00 RR
195 rr2511 20250915 3602.00 ... 3600.00 3599.00 RR
196 rr2512 20250915 3600.00 ... 3601.00 3602.00 RR
197 rr2601 20250915 3614.00 ... 3622.00 3614.00 RR
198 rr2602 20250915 3606.00 ... 3606.00 3601.00 RR
199 rr2603 20250915 3609.00 ... 3613.00 3608.00 RR
200 rr2604 20250915 0.00 ... 3617.00 3617.00 RR
201 rr2605 20250915 0.00 ... 3618.00 3618.00 RR
202 rr2606 20250915 3610.00 ... 3597.00 3604.00 RR
203 rr2607 20250915 3625.00 ... 3609.00 3625.00 RR
204 rr2608 20250915 0.00 ... 3614.00 3614.00 RR
205 rr2609 20250915 0.00 ... 3614.00 3614.00 RR
206 v2510 20250915 4782.00 ... 4791.00 4763.00 V
207 v2511 20250915 4814.00 ... 4824.00 4794.00 V
208 v2512 20250915 4847.00 ... 4870.00 4829.00 V
209 v2601 20250915 4883.00 ... 4898.00 4871.00 V
210 v2602 20250915 4923.00 ... 4940.00 4914.00 V
211 v2603 20250915 4956.00 ... 4965.00 4950.00 V
212 v2604 20250915 5153.00 ... 5178.00 5135.00 V
213 v2605 20250915 5200.00 ... 5196.00 5172.00 V
214 v2606 20250915 5226.00 ... 5228.00 5196.00 V
215 v2607 20250915 5250.00 ... 5261.00 5236.00 V
216 v2608 20250915 5287.00 ... 5291.00 5265.00 V
217 v2609 20250915 5272.00 ... 5312.00 5265.00 V
218 y2511 20250915 8378.00 ... 8384.00 8368.00 Y
219 y2512 20250915 8386.00 ... 8404.00 8386.00 Y
220 y2601 20250915 8350.00 ... 8356.00 8336.00 Y
221 y2603 20250915 8252.00 ... 8274.00 8252.00 Y
222 y2605 20250915 8056.00 ... 8056.00 8030.00 Y
223 y2607 20250915 7990.00 ... 8010.00 8000.00 Y
224 y2608 20250915 8006.00 ... 8016.00 7984.00 Y
225 y2609 20250915 7982.00 ... 7998.00 7984.00 Y
[226 rows x 12 columns]
2025-09-15 18:33:03,332 - future_1d - INFO - ak.get_dce_daily('2025-09-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250915 8395.0 8456.0 ... 101669.16 8404.0 8382.0 AP
1 AP511 20250915 8233.0 8263.0 ... 5346.45 8213.0 8199.0 AP
2 AP512 20250915 8273.0 8285.0 ... 806.68 8231.0 8218.0 AP
3 AP601 20250915 8325.0 8363.0 ... 594291.79 8310.0 8287.0 AP
4 AP603 20250915 8231.0 8238.0 ... 345.22 8220.0 8186.0 AP
5 AP604 20250915 8233.0 8243.0 ... 369.68 8215.0 8206.0 AP
6 AP605 20250915 8288.0 8310.0 ... 5216.00 8266.0 8269.0 AP
7 CF511 20250915 13725.0 13790.0 ... 254178.51 13740.0 13675.0 CF
8 CF601 20250915 13865.0 13930.0 ... 1542409.58 13885.0 13830.0 CF
9 CF603 20250915 13825.0 13895.0 ... 2035.05 13845.0 13795.0 CF
10 CF605 20250915 13830.0 13895.0 ... 134633.97 13850.0 13795.0 CF
11 CF607 20250915 13860.0 13900.0 ... 1899.77 13865.0 13825.0 CF
12 CF609 20250915 13995.0 13995.0 ... 90.85 13975.0 13825.0 CF
13 CJ512 20250915 11045.0 11065.0 ... 6958.04 10865.0 11125.0 CJ
14 CJ601 20250915 11130.0 11130.0 ... 1072454.11 10905.0 11190.0 CJ
15 CJ603 20250915 11170.0 11170.0 ... 17649.24 10960.0 11230.0 CJ
16 CJ605 20250915 11280.0 11280.0 ... 173292.86 11040.0 11320.0 CJ
17 CJ607 20250915 11375.0 11385.0 ... 3275.31 11180.0 11450.0 CJ
18 CJ609 20250915 11545.0 11545.0 ... 358.57 11385.0 11450.0 CJ
19 CY510 20250915 0.0 0.0 ... 0.00 19705.0 19705.0 CY
20 CY511 20250915 19855.0 19940.0 ... 114884.12 19890.0 19855.0 CY
21 CY512 20250915 0.0 0.0 ... 0.00 19635.0 19635.0 CY
22 CY601 20250915 19955.0 19955.0 ... 1423.50 19910.0 19860.0 CY
23 CY602 20250915 20090.0 20090.0 ... 10.05 20090.0 19995.0 CY
24 CY603 20250915 0.0 0.0 ... 0.00 20145.0 20145.0 CY
25 CY604 20250915 0.0 0.0 ... 0.00 20030.0 20030.0 CY
26 CY605 20250915 0.0 0.0 ... 0.00 20065.0 20055.0 CY
27 CY606 20250915 0.0 0.0 ... 0.00 20010.0 20010.0 CY
28 CY607 20250915 0.0 0.0 ... 0.00 20300.0 20300.0 CY
29 CY608 20250915 0.0 0.0 ... 0.00 20100.0 20160.0 CY
30 CY609 20250915 0.0 0.0 ... 0.00 20160.0 20160.0 CY
31 FG510 20250915 1069.0 1098.0 ... 37229.74 1084.0 1080.0 FG
32 FG511 20250915 1081.0 1108.0 ... 198245.21 1092.0 1080.0 FG
33 FG512 20250915 1186.0 1216.0 ... 99759.94 1197.0 1181.0 FG
34 FG601 20250915 1178.0 1214.0 ... 4939549.26 1193.0 1175.0 FG
35 FG602 20250915 1231.0 1264.0 ... 41236.83 1239.0 1226.0 FG
36 FG603 20250915 1236.0 1267.0 ... 2050.87 1247.0 1228.0 FG
37 FG604 20250915 1287.0 1317.0 ... 538.30 1300.0 1279.0 FG
38 FG605 20250915 1280.0 1317.0 ... 130486.35 1296.0 1275.0 FG
39 FG606 20250915 1309.0 1345.0 ... 1286.24 1329.0 1309.0 FG
40 FG607 20250915 1308.0 1338.0 ... 1710.36 1324.0 1299.0 FG
41 FG608 20250915 1343.0 1363.0 ... 1389.69 1349.0 1329.0 FG
42 FG609 20250915 1309.0 1358.0 ... 2113.57 1341.0 1329.0 FG
43 JR511 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20250915 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20250915 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20250915 2289.0 2305.0 ... 13355.35 2290.0 2281.0 MA
52 MA511 20250915 2323.0 2338.0 ... 98265.26 2318.0 2313.0 MA
53 MA512 20250915 2364.0 2380.0 ... 71639.91 2357.0 2354.0 MA
54 MA601 20250915 2385.0 2405.0 ... 1188647.22 2386.0 2378.0 MA
55 MA602 20250915 2405.0 2416.0 ... 54150.44 2394.0 2394.0 MA
56 MA603 20250915 2407.0 2423.0 ... 320.68 2411.0 2402.0 MA
57 MA604 20250915 2401.0 2401.0 ... 4.80 2401.0 2403.0 MA
58 MA605 20250915 2390.0 2410.0 ... 89005.19 2394.0 2386.0 MA
59 MA606 20250915 2417.0 2417.0 ... 2.42 2417.0 2394.0 MA
60 MA607 20250915 2393.0 2400.0 ... 88.28 2386.0 2376.0 MA
61 MA608 20250915 2386.0 2387.0 ... 28.58 2381.0 2380.0 MA
62 MA609 20250915 2376.0 2382.0 ... 289.26 2371.0 2380.0 MA
63 OI511 20250915 10063.0 10091.0 ... 396029.62 10049.0 10090.0 OI
64 OI601 20250915 9883.0 9914.0 ... 2218323.28 9877.0 9904.0 OI
65 OI603 20250915 9698.0 9723.0 ... 2608.61 9697.0 9700.0 OI
66 OI605 20250915 9512.0 9555.0 ... 75130.21 9517.0 9523.0 OI
67 OI607 20250915 9469.0 9504.0 ... 398.06 9478.0 9481.0 OI
68 OI609 20250915 9483.0 9485.0 ... 255.31 9456.0 9481.0 OI
69 PF510 20250915 6354.0 6402.0 ... 20160.15 6366.0 6330.0 PF
70 PF511 20250915 6358.0 6398.0 ... 702762.08 6362.0 6324.0 PF
71 PF512 20250915 6348.0 6376.0 ... 450357.59 6340.0 6308.0 PF
72 PF601 20250915 6378.0 6410.0 ... 28751.09 6382.0 6350.0 PF
73 PF602 20250915 6392.0 6418.0 ... 73675.53 6390.0 6364.0 PF
74 PF603 20250915 6416.0 6416.0 ... 79.93 6394.0 6364.0 PF
75 PF604 20250915 6458.0 6460.0 ... 54.76 6444.0 6410.0 PF
76 PF605 20250915 6466.0 6466.0 ... 51.67 6460.0 6428.0 PF
77 PF606 20250915 6490.0 6490.0 ... 9.72 6480.0 6456.0 PF
78 PF607 20250915 6514.0 6514.0 ... 9.75 6502.0 6470.0 PF
79 PF608 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
80 PF609 20250915 0.0 0.0 ... 0.00 6504.0 6504.0 PF
81 PK510 20250915 7806.0 7818.0 ... 26131.80 7808.0 7822.0 PK
82 PK511 20250915 7764.0 7770.0 ... 482878.23 7752.0 7766.0 PK
83 PK512 20250915 7762.0 7780.0 ... 282723.80 7770.0 7772.0 PK
84 PK601 20250915 7794.0 7810.0 ... 38406.58 7798.0 7812.0 PK
85 PK603 20250915 7818.0 7846.0 ... 180.16 7834.0 7834.0 PK
86 PK604 20250915 7856.0 7858.0 ... 98.06 7846.0 7850.0 PK
87 PK605 20250915 7850.0 7858.0 ... 2163.00 7852.0 7854.0 PK
88 PL601 20250915 6428.0 6556.0 ... 50850.82 6434.0 6382.0 PL
89 PL602 20250915 6454.0 6479.0 ... 206.62 6457.0 6416.0 PL
90 PL603 20250915 6498.0 6498.0 ... 13.00 6498.0 6433.0 PL
91 PL604 20250915 6477.0 6477.0 ... 12.95 6477.0 6455.0 PL
92 PL605 20250915 6397.0 6397.0 ... 12.79 6397.0 6352.0 PL
93 PL606 20250915 0.0 0.0 ... 0.00 6424.0 6424.0 PL
94 PL607 20250915 0.0 0.0 ... 0.00 6419.0 6419.0 PL
95 PL608 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
96 PL609 20250915 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM511 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20250915 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20250915 5844.0 5872.0 ... 3575.66 5844.0 5804.0 PR
104 PR511 20250915 5830.0 5866.0 ... 328694.04 5838.0 5798.0 PR
105 PR512 20250915 5838.0 5874.0 ... 261110.92 5846.0 5806.0 PR
106 PR601 20250915 5822.0 5866.0 ... 96781.06 5844.0 5808.0 PR
107 PR602 20250915 5882.0 5890.0 ... 255.77 5880.0 5836.0 PR
108 PR603 20250915 5876.0 5888.0 ... 211.43 5874.0 5854.0 PR
109 PR604 20250915 5924.0 5924.0 ... 44.17 5890.0 5858.0 PR
110 PR605 20250915 5936.0 5936.0 ... 44.27 5904.0 5870.0 PR
111 PR606 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
112 PR607 20250915 5936.0 5936.0 ... 8.90 5936.0 5922.0 PR
113 PR608 20250915 0.0 0.0 ... 0.00 5934.0 5920.0 PR
114 PR609 20250915 0.0 0.0 ... 0.00 5920.0 5920.0 PR
115 PX510 20250915 6786.0 6838.0 ... 2199.23 6788.0 6708.0 PX
116 PX511 20250915 6748.0 6806.0 ... 533174.78 6762.0 6700.0 PX
117 PX512 20250915 6726.0 6766.0 ... 161716.09 6732.0 6672.0 PX
118 PX601 20250915 6698.0 6738.0 ... 113859.39 6712.0 6656.0 PX
119 PX602 20250915 6692.0 6728.0 ... 10348.24 6700.0 6644.0 PX
120 PX603 20250915 0.0 0.0 ... 0.00 6690.0 6640.0 PX
121 PX604 20250915 6714.0 6714.0 ... 10.07 6714.0 6668.0 PX
122 PX605 20250915 6688.0 6728.0 ... 629.53 6698.0 6650.0 PX
123 PX606 20250915 0.0 0.0 ... 0.00 6684.0 6668.0 PX
124 PX607 20250915 6736.0 6736.0 ... 3.37 6736.0 6660.0 PX
125 PX608 20250915 6748.0 6748.0 ... 3.37 6748.0 6646.0 PX
126 PX609 20250915 6744.0 6750.0 ... 13.49 6744.0 6646.0 PX
127 RI511 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20250915 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20250915 2532.0 2538.0 ... 20447.80 2516.0 2545.0 RM
134 RM601 20250915 2533.0 2534.0 ... 1009536.44 2509.0 2555.0 RM
135 RM603 20250915 2427.0 2432.0 ... 17391.21 2417.0 2441.0 RM
136 RM605 20250915 2408.0 2411.0 ... 161566.09 2399.0 2416.0 RM
137 RM607 20250915 2390.0 2395.0 ... 14537.16 2384.0 2398.0 RM
138 RM608 20250915 2493.0 2494.0 ... 1271.74 2484.0 2498.0 RM
139 RM609 20250915 2498.0 2498.0 ... 2390.04 2472.0 2498.0 RM
140 RS511 20250915 5230.0 5345.0 ... 73.54 5253.0 5152.0 RS
141 RS607 20250915 5519.0 5561.0 ... 116.46 5546.0 5543.0 RS
142 RS608 20250915 5599.0 5599.0 ... 178.03 5563.0 5555.0 RS
143 RS609 20250915 0.0 0.0 ... 0.00 5555.0 5555.0 RS
144 SA510 20250915 1201.0 1223.0 ... 34915.56 1209.0 1200.0 SA
145 SA511 20250915 1218.0 1238.0 ... 283060.12 1224.0 1214.0 SA
146 SA512 20250915 1279.0 1302.0 ... 154423.99 1287.0 1274.0 SA
147 SA601 20250915 1294.0 1314.0 ... 3679034.38 1298.0 1286.0 SA
148 SA602 20250915 1319.0 1342.0 ... 40580.10 1327.0 1315.0 SA
149 SA603 20250915 1328.0 1348.0 ... 3224.07 1332.0 1318.0 SA
150 SA604 20250915 1358.0 1384.0 ... 1130.23 1372.0 1358.0 SA
151 SA605 20250915 1370.0 1390.0 ... 117957.36 1375.0 1361.0 SA
152 SA606 20250915 1384.0 1399.0 ... 1488.77 1389.0 1369.0 SA
153 SA607 20250915 1387.0 1400.0 ... 3203.64 1392.0 1372.0 SA
154 SA608 20250915 1400.0 1414.0 ... 3761.14 1408.0 1389.0 SA
155 SA609 20250915 1405.0 1418.0 ... 7168.67 1411.0 1389.0 SA
156 SF510 20250915 5432.0 5524.0 ... 17459.90 5488.0 5446.0 SF
157 SF511 20250915 5606.0 5708.0 ... 566446.62 5660.0 5620.0 SF
158 SF512 20250915 5580.0 5670.0 ... 168663.47 5622.0 5576.0 SF
159 SF601 20250915 5574.0 5668.0 ... 174261.32 5628.0 5584.0 SF
160 SF602 20250915 5540.0 5628.0 ... 23965.68 5586.0 5542.0 SF
161 SF603 20250915 5736.0 5794.0 ... 89.26 5760.0 5698.0 SF
162 SF604 20250915 5726.0 5726.0 ... 2.86 5726.0 5732.0 SF
163 SF605 20250915 5682.0 5770.0 ... 2942.51 5730.0 5692.0 SF
164 SF606 20250915 5652.0 5732.0 ... 68.34 5696.0 5654.0 SF
165 SF607 20250915 5828.0 5878.0 ... 20.49 5856.0 5826.0 SF
166 SF608 20250915 5772.0 5804.0 ... 23.16 5790.0 5738.0 SF
167 SF609 20250915 5780.0 5804.0 ... 14.47 5788.0 5738.0 SF
168 SH510 20250915 2509.0 2528.0 ... 34125.08 2511.0 2533.0 SH
169 SH511 20250915 2535.0 2547.0 ... 683354.31 2528.0 2548.0 SH
170 SH512 20250915 2565.0 2576.0 ... 317701.37 2561.0 2573.0 SH
171 SH601 20250915 2559.0 2582.0 ... 2152792.74 2566.0 2567.0 SH
172 SH602 20250915 2581.0 2599.0 ... 18572.06 2584.0 2585.0 SH
173 SH603 20250915 2598.0 2616.0 ... 2311.28 2603.0 2600.0 SH
174 SH604 20250915 2645.0 2657.0 ... 151.00 2649.0 2644.0 SH
175 SH605 20250915 2648.0 2667.0 ... 12122.62 2653.0 2652.0 SH
176 SH606 20250915 2659.0 2676.0 ... 95.78 2661.0 2659.0 SH
177 SH607 20250915 2656.0 2672.0 ... 24.00 2666.0 2654.0 SH
178 SH608 20250915 2665.0 2681.0 ... 72.14 2672.0 2673.0 SH
179 SH609 20250915 2650.0 2683.0 ... 95.98 2666.0 2673.0 SH
180 SM510 20250915 5728.0 5820.0 ... 23472.81 5792.0 5746.0 SM
181 SM511 20250915 5866.0 5906.0 ... 295803.60 5864.0 5820.0 SM
182 SM512 20250915 5840.0 5914.0 ... 100712.45 5880.0 5828.0 SM
183 SM601 20250915 5830.0 5922.0 ... 541456.24 5884.0 5836.0 SM
184 SM602 20250915 5838.0 5920.0 ... 141499.19 5876.0 5830.0 SM
185 SM603 20250915 5844.0 5932.0 ... 47.20 5900.0 5858.0 SM
186 SM604 20250915 0.0 0.0 ... 0.00 5926.0 5878.0 SM
187 SM605 20250915 5880.0 5958.0 ... 6166.83 5918.0 5866.0 SM
188 SM606 20250915 5928.0 5932.0 ... 5.93 5930.0 5878.0 SM
189 SM607 20250915 5908.0 5950.0 ... 14.83 5934.0 5886.0 SM
190 SM608 20250915 5958.0 5980.0 ... 32.76 5956.0 5886.0 SM
191 SM609 20250915 5978.0 5980.0 ... 11.96 5980.0 5886.0 SM
192 SR511 20250915 5530.0 5570.0 ... 95695.22 5546.0 5550.0 SR
193 SR601 20250915 5535.0 5564.0 ... 827128.27 5545.0 5544.0 SR
194 SR603 20250915 5527.0 5548.0 ... 2334.32 5532.0 5529.0 SR
195 SR605 20250915 5519.0 5538.0 ... 38362.97 5521.0 5519.0 SR
196 SR607 20250915 5509.0 5534.0 ... 2257.04 5518.0 5515.0 SR
197 SR609 20250915 5551.0 5551.0 ... 1941.01 5530.0 5515.0 SR
198 TA510 20250915 4648.0 4674.0 ... 31704.41 4652.0 4616.0 TA
199 TA511 20250915 4654.0 4690.0 ... 374953.31 4664.0 4628.0 TA
200 TA512 20250915 4664.0 4700.0 ... 206066.17 4676.0 4638.0 TA
201 TA601 20250915 4678.0 4704.0 ... 1315250.22 4684.0 4648.0 TA
202 TA602 20250915 4680.0 4714.0 ... 18388.51 4694.0 4658.0 TA
203 TA603 20250915 4706.0 4716.0 ... 181.26 4708.0 4668.0 TA
204 TA604 20250915 4722.0 4722.0 ... 37.69 4712.0 4672.0 TA
205 TA605 20250915 4704.0 4736.0 ... 31497.76 4718.0 4686.0 TA
206 TA606 20250915 4722.0 4722.0 ... 4.72 4722.0 4692.0 TA
207 TA607 20250915 0.0 0.0 ... 0.00 4732.0 4710.0 TA
208 TA608 20250915 4766.0 4766.0 ... 2.38 4766.0 4718.0 TA
209 TA609 20250915 4764.0 4764.0 ... 56.78 4732.0 4718.0 TA
210 UR510 20250915 1586.0 1605.0 ... 8284.00 1596.0 1595.0 UR
211 UR511 20250915 1650.0 1671.0 ... 52655.07 1664.0 1650.0 UR
212 UR512 20250915 1656.0 1682.0 ... 14534.18 1675.0 1662.0 UR
213 UR601 20250915 1666.0 1688.0 ... 558323.98 1679.0 1667.0 UR
214 UR602 20250915 1674.0 1690.0 ... 572.46 1684.0 1669.0 UR
215 UR603 20250915 1723.0 1732.0 ... 127.85 1728.0 1715.0 UR
216 UR604 20250915 1724.0 1728.0 ... 20.71 1726.0 1718.0 UR
217 UR605 20250915 1716.0 1736.0 ... 17773.51 1729.0 1718.0 UR
218 UR606 20250915 1722.0 1735.0 ... 238.54 1729.0 1717.0 UR
219 UR607 20250915 1757.0 1765.0 ... 42.29 1762.0 1745.0 UR
220 UR608 20250915 1750.0 1761.0 ... 140.62 1758.0 1738.0 UR
221 UR609 20250915 1757.0 1757.0 ... 252.10 1751.0 1738.0 UR
222 WH511 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20250915 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20250915 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-09-15 18:33:03,691 - future_1d - INFO - ak.get_czce_daily('2025-09-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20250915 54125.0 ... 53505.0 53935.0 PS
1 PS2511 20250915 53630.0 ... 53400.0 53730.0 PS
2 PS2512 20250915 56720.0 ... 55890.0 56225.0 PS
3 PS2601 20250915 56450.0 ... 55780.0 56110.0 PS
4 PS2602 20250915 56085.0 ... 55835.0 56305.0 PS
5 PS2603 20250915 56075.0 ... 55620.0 56265.0 PS
6 PS2604 20250915 56575.0 ... 55840.0 56410.0 PS
7 PS2605 20250915 56545.0 ... 55975.0 56225.0 PS
8 PS2606 20250915 58880.0 ... 58160.0 58330.0 PS
9 PS2607 20250915 58500.0 ... 58285.0 58370.0 PS
10 PS2608 20250915 58750.0 ... 58340.0 58405.0 PS
11 PS2609 20250915 56790.0 ... 57875.0 58405.0 PS
13 SI2510 20250915 8785.0 ... 8755.0 8705.0 SI
14 SI2511 20250915 8725.0 ... 8840.0 8725.0 SI
15 SI2512 20250915 9165.0 ... 9215.0 9090.0 SI
16 SI2601 20250915 9145.0 ... 9205.0 9080.0 SI
17 SI2602 20250915 9090.0 ... 9175.0 9080.0 SI
18 SI2603 20250915 9080.0 ... 9215.0 9100.0 SI
19 SI2604 20250915 9050.0 ... 9215.0 9095.0 SI
20 SI2605 20250915 9115.0 ... 9220.0 9105.0 SI
21 SI2606 20250915 9070.0 ... 9220.0 9105.0 SI
22 SI2607 20250915 9080.0 ... 9260.0 9110.0 SI
23 SI2608 20250915 9075.0 ... 9290.0 9115.0 SI
24 SI2609 20250915 9080.0 ... 9245.0 9115.0 SI
27 LC2510 20250915 71400.0 ... 72160.0 70900.0 LC
28 LC2511 20250915 71260.0 ... 72240.0 71040.0 LC
29 LC2512 20250915 71400.0 ... 72420.0 71240.0 LC
30 LC2601 20250915 71480.0 ... 72420.0 71200.0 LC
31 LC2602 20250915 71520.0 ... 72480.0 71240.0 LC
32 LC2603 20250915 71500.0 ... 72340.0 71120.0 LC
33 LC2604 20250915 71920.0 ... 72720.0 71680.0 LC
34 LC2605 20250915 72000.0 ... 72780.0 71620.0 LC
35 LC2606 20250915 71800.0 ... 72540.0 71520.0 LC
36 LC2607 20250915 71600.0 ... 72520.0 71420.0 LC
37 LC2608 20250915 71740.0 ... 72540.0 71380.0 LC
38 LC2609 20250915 71520.0 ... 72440.0 71380.0 LC
[36 rows x 12 columns]
2025-09-15 18:33:03,834 - future_1d - INFO - ak.get_gfex_daily('2025-09-15') done
2025-09-15 18:33:20,392 - future_1d - INFO - save future_daily 2025-09-15 completed
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 736, in _read_bytes
data = self._rfile.read(num_bytes)
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/sqlalchemy/engine/base.py", line 1967, in _exec_single_context
self.dialect.do_execute(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/default.py", line 951, in do_execute
cursor.execute(statement, parameters)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 158, in execute
result = self._query(query)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 325, in _query
conn.query(q)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 549, in query
self._affected_rows = self._read_query_result(unbuffered=unbuffered)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 779, in _read_query_result
result.read()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1164, in read
self._read_result_packet(first_packet)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1240, in _read_result_packet
self._read_rowdata_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1274, in _read_rowdata_packet
packet = self.connection._read_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 715, in _read_packet
recv_data = self._read_bytes(bytes_to_read)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 742, in _read_bytes
raise err.OperationalError(
pymysql.err.OperationalError: (2013, 'Lost connection to MySQL server during query ([Errno 104] Connection reset by peer)')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/root/project/future_1d/future_daily.py", line 10, in
client.save_future_daily(check=True, check_last=7)
File "/root/project/future_1d/future1d_request.py", line 1065, in save_future_daily
df_db = pd.read_sql(f"select * from {tablebase.__tablename__} where date = '{td.strftime('%Y%m%d')}'", self.engine)
File "/usr/local/lib/python3.10/site-packages/pandas/io/sql.py", line 736, in read_sql
return pandas_sql.read_query(
File "/usr/local/lib/python3.10/site-packages/pandas/io/sql.py", line 1848, in read_query
result = self.execute(sql, params)
File "/usr/local/lib/python3.10/site-packages/pandas/io/sql.py", line 1671, in execute
return self.con.exec_driver_sql(sql, *args)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1779, in exec_driver_sql
ret = self._execute_context(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1846, in _execute_context
return self._exec_single_context(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1986, in _exec_single_context
self._handle_dbapi_exception(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 2355, in _handle_dbapi_exception
raise sqlalchemy_exception.with_traceback(exc_info[2]) from e
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1967, in _exec_single_context
self.dialect.do_execute(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/default.py", line 951, in do_execute
cursor.execute(statement, parameters)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 158, in execute
result = self._query(query)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 325, in _query
conn.query(q)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 549, in query
self._affected_rows = self._read_query_result(unbuffered=unbuffered)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 779, in _read_query_result
result.read()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1164, in read
self._read_result_packet(first_packet)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1240, in _read_result_packet
self._read_rowdata_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1274, in _read_rowdata_packet
packet = self.connection._read_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 715, in _read_packet
recv_data = self._read_bytes(bytes_to_read)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 742, in _read_bytes
raise err.OperationalError(
sqlalchemy.exc.OperationalError: (pymysql.err.OperationalError) (2013, 'Lost connection to MySQL server during query ([Errno 104] Connection reset by peer)')
[SQL: select * from future_daily where date = '20250910']
(Background on this error at: https://sqlalche.me/e/20/e3q8)
Traceback (most recent call last):
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 736, in _read_bytes
data = self._rfile.read(num_bytes)
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/sqlalchemy/engine/base.py", line 1967, in _exec_single_context
self.dialect.do_execute(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/default.py", line 951, in do_execute
cursor.execute(statement, parameters)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 158, in execute
result = self._query(query)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 325, in _query
conn.query(q)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 549, in query
self._affected_rows = self._read_query_result(unbuffered=unbuffered)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 779, in _read_query_result
result.read()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1164, in read
self._read_result_packet(first_packet)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1240, in _read_result_packet
self._read_rowdata_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1274, in _read_rowdata_packet
packet = self.connection._read_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 715, in _read_packet
recv_data = self._read_bytes(bytes_to_read)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 742, in _read_bytes
raise err.OperationalError(
pymysql.err.OperationalError: (2013, 'Lost connection to MySQL server during query ([Errno 104] Connection reset by peer)')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/root/project/future_1d/future_daily.py", line 10, in
client.save_future_daily(check=True, check_last=7)
File "/root/project/future_1d/future1d_request.py", line 1065, in save_future_daily
df_db = pd.read_sql(f"select * from {tablebase.__tablename__} where date = '{td.strftime('%Y%m%d')}'", self.engine)
File "/usr/local/lib/python3.10/site-packages/pandas/io/sql.py", line 736, in read_sql
return pandas_sql.read_query(
File "/usr/local/lib/python3.10/site-packages/pandas/io/sql.py", line 1848, in read_query
result = self.execute(sql, params)
File "/usr/local/lib/python3.10/site-packages/pandas/io/sql.py", line 1671, in execute
return self.con.exec_driver_sql(sql, *args)
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1779, in exec_driver_sql
ret = self._execute_context(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1846, in _execute_context
return self._exec_single_context(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1986, in _exec_single_context
self._handle_dbapi_exception(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 2355, in _handle_dbapi_exception
raise sqlalchemy_exception.with_traceback(exc_info[2]) from e
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/base.py", line 1967, in _exec_single_context
self.dialect.do_execute(
File "/usr/local/lib/python3.10/site-packages/sqlalchemy/engine/default.py", line 951, in do_execute
cursor.execute(statement, parameters)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 158, in execute
result = self._query(query)
File "/usr/local/lib/python3.10/site-packages/pymysql/cursors.py", line 325, in _query
conn.query(q)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 549, in query
self._affected_rows = self._read_query_result(unbuffered=unbuffered)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 779, in _read_query_result
result.read()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1164, in read
self._read_result_packet(first_packet)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1240, in _read_result_packet
self._read_rowdata_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 1274, in _read_rowdata_packet
packet = self.connection._read_packet()
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 715, in _read_packet
recv_data = self._read_bytes(bytes_to_read)
File "/usr/local/lib/python3.10/site-packages/pymysql/connections.py", line 742, in _read_bytes
raise err.OperationalError(
sqlalchemy.exc.OperationalError: (pymysql.err.OperationalError) (2013, 'Lost connection to MySQL server during query ([Errno 104] Connection reset by peer)')
[SQL: select * from future_daily where date = '20250909']
(Background on this error at: https://sqlalche.me/e/20/e3q8)