182 182 SC2606 20251014 ... 455.6 453.1 SC
183 183 SC2607 20251014 ... 454.8 454.9 SC
184 184 SC2608 20251014 ... 455.3 454.1 SC
185 185 SC2609 20251014 ... 454.6 454 SC
186 186 SC2610 20251014 ... 449.7 449.7 SC
187 187 SC2612 20251014 ... 452.6 452.6 SC
188 188 SC2703 20251014 ... 451.6 451.6 SC
189 189 SC2706 20251014 ... 453.6 450.1 SC
190 190 SC2709 20251014 ... 450.6 450.6 SC
191 191 SC2712 20251014 ... 455 451 SC
192 192 SC2803 20251014 ... 449 449 SC
193 193 SC2806 20251014 ... 451.7 449.9 SC
194 194 SC2809 20251014 ... 452.9 451.2 SC
195 195 LU2511 20251014 ... 3204 3220 LU
196 196 LU2512 20251014 ... 3216 3240 LU
197 197 LU2601 20251014 ... 3210 3232 LU
198 198 LU2602 20251014 ... 3205 3229 LU
199 199 LU2603 20251014 ... 3206 3232 LU
200 200 LU2604 20251014 ... 3192 3247 LU
201 201 LU2605 20251014 ... 3200 3222 LU
202 202 LU2606 20251014 ... 3177 3210 LU
203 203 LU2607 20251014 ... 3206 3208 LU
204 204 LU2608 20251014 ... 3205 3205 LU
205 205 LU2609 20251014 ... 3188 3208 LU
206 206 LU2610 20251014 ... 3187 3209 LU
207 207 FU2511 20251014 ... 2763 2794 FU
208 208 FU2512 20251014 ... 2733 2750 FU
209 209 FU2601 20251014 ... 2714 2730 FU
210 210 FU2602 20251014 ... 2697 2712 FU
211 211 FU2603 20251014 ... 2693 2704 FU
212 212 FU2604 20251014 ... 2690 2702 FU
213 213 FU2605 20251014 ... 2680 2694 FU
214 214 FU2606 20251014 ... 2670 2688 FU
215 215 FU2607 20251014 ... 2659 2675 FU
216 216 FU2608 20251014 ... 2634 2651 FU
217 217 FU2609 20251014 ... 2628 2645 FU
218 218 FU2610 20251014 ... 2615 2628 FU
219 219 BU2510 20251014 ... 3470 3448 BU
220 220 BU2511 20251014 ... 3286 3310 BU
221 221 BU2512 20251014 ... 3208 3240 BU
222 222 BU2601 20251014 ... 3166 3201 BU
223 223 BU2602 20251014 ... 3172 3207 BU
224 224 BU2603 20251014 ... 3193 3220 BU
225 225 BU2604 20251014 ... 3191 3215 BU
226 226 BU2605 20251014 ... 3206 3217 BU
227 227 BU2606 20251014 ... 3207 3236 BU
228 228 BU2607 20251014 ... 3222 3230 BU
229 229 BU2608 20251014 ... 3197 3216 BU
230 230 BU2609 20251014 ... 3207 3221 BU
231 231 BU2612 20251014 ... 3155 3170 BU
232 232 BU2703 20251014 ... 3172 3178 BU
233 233 BU2706 20251014 ... 3175 3184 BU
234 234 BU2709 20251014 ... 3198 3195 BU
235 235 BR2510 20251014 ... 10670 10905 BR
236 236 BR2511 20251014 ... 10825 10935 BR
237 237 BR2512 20251014 ... 10790 10900 BR
238 238 BR2601 20251014 ... 10790 10905 BR
239 239 BR2602 20251014 ... 10780 10895 BR
240 240 BR2603 20251014 ... 10770 10895 BR
241 241 BR2604 20251014 ... 10795 10935 BR
242 242 BR2605 20251014 ... 10805 10940 BR
243 243 BR2606 20251014 ... 10810 10985 BR
244 244 BR2607 20251014 ... 11035 11140 BR
245 245 BR2608 20251014 ... 11040 11070 BR
246 246 BR2609 20251014 ... 11080 11185 BR
247 247 RU2510 20251014 ... 14165 14165 RU
248 248 RU2511 20251014 ... 14060 14195 RU
249 249 RU2601 20251014 ... 14855 14990 RU
250 250 RU2603 20251014 ... 14815 14945 RU
251 251 RU2604 20251014 ... 14855 14960 RU
252 252 RU2605 20251014 ... 14845 14975 RU
253 253 RU2606 20251014 ... 14850 14930 RU
254 254 RU2607 20251014 ... 14900 14930 RU
255 255 RU2608 20251014 ... 14925 15000 RU
256 256 RU2609 20251014 ... 14880 15005 RU
257 257 NR2510 20251014 ... 11925 11960 NR
258 258 NR2511 20251014 ... 11990 12085 NR
259 259 NR2512 20251014 ... 11985 12080 NR
260 260 NR2601 20251014 ... 11995 12100 NR
261 261 NR2602 20251014 ... 11995 12035 NR
262 262 NR2603 20251014 ... 12020 12085 NR
263 263 NR2604 20251014 ... 12000 12090 NR
264 264 NR2605 20251014 ... 12020 12095 NR
265 265 NR2606 20251014 ... 12040 12095 NR
266 266 NR2607 20251014 ... 12115 12115 NR
267 267 NR2608 20251014 ... 12145 12205 NR
268 268 NR2609 20251014 ... 12250 12250 NR
269 269 SP2510 20251014 ... 4812 4772 SP
270 270 SP2511 20251014 ... 4840 4798 SP
271 271 SP2512 20251014 ... 4864 4828 SP
272 272 SP2601 20251014 ... 5160 5098 SP
273 273 SP2602 20251014 ... 5170 5120 SP
274 274 SP2603 20251014 ... 5194 5132 SP
275 275 SP2604 20251014 ... 5206 5132 SP
276 276 SP2605 20251014 ... 5226 5170 SP
277 277 SP2606 20251014 ... 5234 5232 SP
278 278 SP2607 20251014 ... 5234 5158 SP
279 279 SP2608 20251014 ... 5240 5164 SP
280 280 SP2609 20251014 ... 5238 5200 SP
281 281 OP2601 20251014 ... 4208 4216 OP
282 282 OP2602 20251014 ... 4224 4226 OP
283 283 OP2603 20251014 ... 4218 4228 OP
284 284 OP2604 20251014 ... 4240 4258 OP
285 285 OP2605 20251014 ... 4232 4242 OP
286 286 OP2606 20251014 ... 4202 4202 OP
287 287 OP2607 20251014 ... 4242 4242 OP
288 288 OP2608 20251014 ... 4274 4274 OP
289 289 OP2609 20251014 ... 4220 4186 OP
290 290 EC2510 20251014 ... 1134.4 1133.1 EC
291 291 EC2512 20251014 ... 1639 1559.4 EC
292 292 EC2602 20251014 ... 1416.6 1358 EC
293 293 EC2604 20251014 ... 1112.5 1090.9 EC
294 294 EC2606 20251014 ... 1286.2 1254.5 EC
295 295 EC2608 20251014 ... 1424.4 1388.7 EC
296 298 SC_TAS2511 20251014 ... SC_TAS
297 299 SC_TAS2512 20251014 ... SC_TAS
298 300 SC_TAS2601 20251014 ... SC_TAS
299 301 SC_TAS2602 20251014 ... SC_TAS
[300 rows x 13 columns]
2025-10-16 18:26:26,742 - future_1d - INFO - ak.get_shfe_daily('2025-10-14') done
symbol date open ... settle pre_settle variety
0 IC2510 20251014 7410.000 ... 7159.800 7342.600 IC
1 IC2511 20251014 7331.400 ... 7072.000 7267.400 IC
2 IC2512 20251014 7252.000 ... 7018.600 7221.400 IC
3 IC2603 20251014 7110.000 ... 6857.000 7055.200 IC
4 IF2510 20251014 4603.000 ... 4531.000 4580.400 IF
5 IF2511 20251014 4600.000 ... 4513.400 4569.800 IF
6 IF2512 20251014 4588.600 ... 4499.200 4559.400 IF
7 IF2603 20251014 4570.000 ... 4477.200 4539.400 IF
8 IH2510 20251014 2979.000 ... 2958.400 2964.200 IH
9 IH2511 20251014 2985.000 ... 2952.200 2961.000 IH
10 IH2512 20251014 2972.200 ... 2953.000 2961.200 IH
11 IH2603 20251014 2980.000 ... 2953.800 2962.000 IH
12 IM2510 20251014 7506.000 ... 7338.200 7473.000 IM
13 IM2511 20251014 7436.600 ... 7234.400 7381.400 IM
14 IM2512 20251014 7360.000 ... 7148.600 7303.800 IM
15 IM2603 20251014 7120.000 ... 6926.000 7076.600 IM
16 T2512 20251014 107.975 ... 108.190 108.050 T
17 T2603 20251014 107.630 ... 107.880 107.720 T
18 T2606 20251014 107.505 ... 107.795 107.625 T
19 TF2512 20251014 105.630 ... 105.765 105.665 TF
20 TF2603 20251014 105.525 ... 105.650 105.560 TF
21 TF2606 20251014 105.555 ... 105.650 105.570 TF
22 TL2512 20251014 114.050 ... 114.740 114.370 TL
23 TL2603 20251014 113.700 ... 114.420 114.030 TL
24 TL2606 20251014 113.600 ... 114.360 113.990 TL
25 TS2512 20251014 102.354 ... 102.386 102.366 TS
26 TS2603 20251014 102.260 ... 102.292 102.270 TS
27 TS2606 20251014 102.298 ... 102.334 102.332 TS
[28 rows x 12 columns]
2025-10-16 18:26:26,869 - future_1d - INFO - ak.get_cffex_daily('2025-10-14') done
2025-10-16 18:26:28,632 - future_1d - INFO - save future_daily 2025-10-14 completed
symbol date open high ... turnover settle pre_settle variety
0 SC2511 20251015 442.4 447.1 ... 3636243.41 443.2 451.8 SC
1 SC2512 20251015 443.3 448.3 ... 2159802.1 444.9 452.5 SC
2 SC2601 20251015 444.2 449 ... 428988.28 445.5 452.5 SC
3 SC2602 20251015 444.1 449.1 ... 63456.69 445.9 453 SC
4 SC2603 20251015 446 448.8 ... 20087.83 447.3 452.7 SC
5 SC2604 20251015 445.6 450.2 ... 9106.51 448.5 453.6 SC
6 SC2605 20251015 445.6 450.8 ... 12840.45 448.9 454.5 SC
7 SC2606 20251015 446.2 451 ... 38123.9 450.1 455.6 SC
8 SC2607 20251015 450.3 450.5 ... 270.04 450 454.8 SC
9 SC2608 20251015 451.3 451.3 ... 225.31 450.6 455.3 SC
10 SC2609 20251015 451.5 452.4 ... 585.8 450.6 454.6 SC
11 SC2610 20251015 ... 0 449.7 449.7 SC
12 SC2612 20251015 452.2 452.2 ... 90.31 451.5 452.6 SC
13 SC2703 20251015 448.6 448.7 ... 89.73 448.6 451.6 SC
14 SC2706 20251015 ... 0 453.6 453.6 SC
15 SC2709 20251015 449.9 450 ... 89.99 449.9 450.6 SC
16 SC2712 20251015 ... 0 455 455 SC
17 SC2803 20251015 ... 0 449 449 SC
18 SC2806 20251015 447.2 449 ... 134.42 448 451.7 SC
19 SC2809 20251015 449.6 450 ... 493.86 448.9 452.9 SC
21 LU2511 20251015 3152 3163 ... 26735.659 3141 3204 LU
22 LU2512 20251015 3159 3178 ... 276488.889 3158 3216 LU
23 LU2601 20251015 3157 3182 ... 175230.353 3161 3210 LU
24 LU2602 20251015 3159 3178 ... 21516.756 3162 3205 LU
25 LU2603 20251015 3150 3177 ... 3154.537 3160 3206 LU
26 LU2604 20251015 3163 3169 ... 25.293 3161 3192 LU
27 LU2605 20251015 3166 3174 ... 104.406 3163 3200 LU
28 LU2606 20251015 3146 3170 ... 41.083 3160 3177 LU
29 LU2607 20251015 3186 3186 ... 241.356 3175 3206 LU
30 LU2608 20251015 3184 3184 ... 257.069 3173 3205 LU
31 LU2609 20251015 3147 3176 ... 151.669 3159 3188 LU
32 LU2610 20251015 3147 3161 ... 25.222 3152 3187 LU
34 NR2510 20251015 12015 12200 ... 484.3 12105 11925 NR
35 NR2511 20251015 11995 12240 ... 564802.63 12110 11990 NR
36 NR2512 20251015 11980 12195 ... 739506.95 12085 11985 NR
37 NR2601 20251015 12020 12180 ... 230462.74 12075 11995 NR
38 NR2602 20251015 11995 12195 ... 11119 12055 11995 NR
39 NR2603 20251015 12005 12115 ... 2284.07 12085 12020 NR
40 NR2604 20251015 11995 12100 ... 940.095 12050 12000 NR
41 NR2605 20251015 11900 12095 ... 337.335 12045 12020 NR
42 NR2606 20251015 12095 12135 ... 121.145 12110 12040 NR
43 NR2607 20251015 12170 12170 ... 36.47 12155 12115 NR
44 NR2608 20251015 12090 12090 ... 12.09 12090 12145 NR
45 NR2609 20251015 12125 12220 ... 36.565 12185 12250 NR
47 BC2510 20251015 ... 0 75040 75040 BC
48 BC2511 20251015 74820 76450 ... 485745.945 75490 76190 BC
49 BC2512 20251015 75020 76470 ... 34587.805 75350 76240 BC
50 BC2601 20251015 ... 0 76860 76860 BC
51 BC2602 20251015 ... 0 75800 75800 BC
52 BC2603 20251015 ... 0 75870 75800 BC
53 BC2604 20251015 ... 0 76520 76520 BC
54 BC2605 20251015 ... 0 75900 75900 BC
55 BC2606 20251015 ... 0 75880 75880 BC
56 BC2607 20251015 ... 0 76570 76570 BC
57 BC2608 20251015 ... 0 75800 75800 BC
58 BC2609 20251015 ... 0 76130 76130 BC
60 EC2510 20251015 1134.6 1135.5 ... 19247.4025 1128.2 1134.4 EC
61 EC2512 20251015 1690 1749.9 ... 365103.323 1713.4 1639 EC
62 EC2602 20251015 1482 1517.6 ... 60793.811 1481.1 1416.6 EC
63 EC2604 20251015 1150 1168 ... 25839.0295 1148.9 1112.5 EC
64 EC2606 20251015 1338 1338 ... 2532.7455 1315.7 1286.2 EC
65 EC2608 20251015 1445 1487.9 ... 1173.9275 1458.2 1424.4 EC
68 SC_TAS2511 20251015 ... SC_TAS
69 SC_TAS2512 20251015 ... SC_TAS
70 SC_TAS2601 20251015 ... SC_TAS
71 SC_TAS2602 20251015 ... SC_TAS
[66 rows x 12 columns]
2025-10-16 18:26:35,781 - future_1d - INFO - ak.get_ine_daily('2025-10-15') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20251015 8650.0 9203.0 ... 311.45 9160.0 9225.0 AP
1 AP511 20251015 8668.0 8735.0 ... 7208.03 8695.0 8675.0 AP
2 AP512 20251015 8632.0 8683.0 ... 1411.55 8660.0 8641.0 AP
3 AP601 20251015 8670.0 8696.0 ... 375010.85 8668.0 8660.0 AP
4 AP603 20251015 8577.0 8585.0 ... 282.87 8572.0 8569.0 AP
5 AP604 20251015 8605.0 8621.0 ... 249.60 8607.0 8593.0 AP
6 AP605 20251015 8700.0 8700.0 ... 20982.63 8678.0 8657.0 AP
7 CF511 20251015 13260.0 13335.0 ... 64280.81 13275.0 13310.0 CF
8 CF601 20251015 13250.0 13300.0 ... 1195996.07 13255.0 13255.0 CF
9 CF603 20251015 13275.0 13325.0 ... 120020.26 13285.0 13270.0 CF
10 CF605 20251015 13320.0 13355.0 ... 256311.20 13315.0 13315.0 CF
11 CF607 20251015 13330.0 13375.0 ... 366.99 13345.0 13335.0 CF
12 CF609 20251015 13475.0 13530.0 ... 2894.97 13495.0 13490.0 CF
13 CJ512 20251015 10955.0 11010.0 ... 4340.14 10975.0 10980.0 CJ
14 CJ601 20251015 11085.0 11160.0 ... 512785.26 11105.0 11100.0 CJ
15 CJ603 20251015 10970.0 11105.0 ... 7418.93 11055.0 11060.0 CJ
16 CJ605 20251015 11100.0 11235.0 ... 75721.81 11185.0 11185.0 CJ
17 CJ607 20251015 11245.0 11315.0 ... 788.76 11270.0 11265.0 CJ
18 CJ609 20251015 11365.0 11450.0 ... 695.82 11405.0 11390.0 CJ
19 CY510 20251015 0.0 0.0 ... 0.00 19395.0 19410.0 CY
20 CY511 20251015 19675.0 19705.0 ... 2134.57 19675.0 19665.0 CY
21 CY512 20251015 0.0 0.0 ... 0.00 19100.0 19100.0 CY
22 CY601 20251015 19320.0 19345.0 ... 95212.73 19295.0 19310.0 CY
23 CY602 20251015 0.0 0.0 ... 0.00 19455.0 19455.0 CY
24 CY603 20251015 0.0 0.0 ... 0.00 19540.0 19540.0 CY
25 CY604 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
26 CY605 20251015 0.0 0.0 ... 0.00 19555.0 19555.0 CY
27 CY606 20251015 0.0 0.0 ... 0.00 19485.0 19485.0 CY
28 CY607 20251015 0.0 0.0 ... 0.00 19760.0 19795.0 CY
29 CY608 20251015 0.0 0.0 ... 0.00 19545.0 19545.0 CY
30 CY609 20251015 0.0 0.0 ... 0.00 19725.0 19725.0 CY
31 FG510 20251015 0.0 0.0 ... 0.00 1024.0 1024.0 FG
32 FG511 20251015 1035.0 1043.0 ... 33090.46 1031.0 1051.0 FG
33 FG512 20251015 1141.0 1152.0 ... 76940.78 1137.0 1155.0 FG
34 FG601 20251015 1137.0 1145.0 ... 3471765.23 1134.0 1149.0 FG
35 FG602 20251015 1207.0 1215.0 ... 29526.72 1203.0 1210.0 FG
36 FG603 20251015 1209.0 1217.0 ... 67082.12 1206.0 1214.0 FG
37 FG604 20251015 1272.0 1288.0 ... 570.31 1273.0 1284.0 FG
38 FG605 20251015 1275.0 1288.0 ... 128853.40 1273.0 1283.0 FG
39 FG606 20251015 1313.0 1325.0 ... 703.22 1312.0 1322.0 FG
40 FG607 20251015 1302.0 1317.0 ... 779.62 1304.0 1311.0 FG
41 FG608 20251015 1353.0 1367.0 ... 1767.84 1356.0 1367.0 FG
42 FG609 20251015 1363.0 1367.0 ... 5518.60 1356.0 1366.0 FG
43 JR511 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR601 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR603 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR605 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR607 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR609 20251015 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR511 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR601 20251015 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 MA510 20251015 0.0 0.0 ... 0.00 2245.0 2245.0 MA
52 MA511 20251015 2243.0 2292.0 ... 26781.53 2277.0 2275.0 MA
53 MA512 20251015 2266.0 2311.0 ... 82291.71 2287.0 2276.0 MA
54 MA601 20251015 2275.0 2309.0 ... 1688952.69 2292.0 2297.0 MA
55 MA602 20251015 2292.0 2329.0 ... 59933.04 2308.0 2318.0 MA
56 MA603 20251015 2302.0 2336.0 ... 75533.52 2322.0 2325.0 MA
57 MA604 20251015 2312.0 2329.0 ... 74.20 2319.0 2338.0 MA
58 MA605 20251015 2298.0 2322.0 ... 179036.64 2308.0 2319.0 MA
59 MA606 20251015 2304.0 2321.0 ... 25.44 2312.0 2329.0 MA
60 MA607 20251015 2277.0 2300.0 ... 130.65 2292.0 2287.0 MA
61 MA608 20251015 2270.0 2288.0 ... 38.77 2281.0 2290.0 MA
62 MA609 20251015 2265.0 2276.0 ... 3113.06 2266.0 2277.0 MA
63 OI511 20251015 10106.0 10143.0 ... 50666.56 10099.0 10140.0 OI
64 OI601 20251015 9950.0 9984.0 ... 2017868.33 9939.0 9983.0 OI
65 OI603 20251015 9704.0 9753.0 ... 221873.75 9706.0 9764.0 OI
66 OI605 20251015 9462.0 9530.0 ... 170578.36 9485.0 9498.0 OI
67 OI607 20251015 9398.0 9477.0 ... 1846.22 9420.0 9433.0 OI
68 OI609 20251015 9347.0 9437.0 ... 1184.52 9401.0 9384.0 OI
69 PF510 20251015 6102.0 6102.0 ... 130.89 6088.0 6116.0 PF
70 PF511 20251015 6084.0 6084.0 ... 65369.66 6072.0 6126.0 PF
71 PF512 20251015 6050.0 6058.0 ... 701762.09 6040.0 6076.0 PF
72 PF601 20251015 6068.0 6070.0 ... 92500.99 6054.0 6110.0 PF
73 PF602 20251015 6038.0 6044.0 ... 462025.43 6024.0 6086.0 PF
74 PF603 20251015 6028.0 6032.0 ... 132959.59 6016.0 6076.0 PF
75 PF604 20251015 6090.0 6102.0 ... 70.01 6088.0 6148.0 PF
76 PF605 20251015 6100.0 6132.0 ... 490.64 6096.0 6150.0 PF
77 PF606 20251015 6082.0 6120.0 ... 79.30 6100.0 6138.0 PF
78 PF607 20251015 6102.0 6162.0 ... 61.23 6124.0 6178.0 PF
79 PF608 20251015 6122.0 6152.0 ... 12.28 6140.0 6204.0 PF
80 PF609 20251015 6138.0 6166.0 ... 30.77 6154.0 6204.0 PF
81 PK510 20251015 0.0 0.0 ... 0.00 7854.0 7854.0 PK
82 PK511 20251015 7876.0 7922.0 ... 97457.25 7884.0 7872.0 PK
83 PK512 20251015 7972.0 7992.0 ... 184644.76 7958.0 7924.0 PK
84 PK601 20251015 8034.0 8096.0 ... 500962.20 8058.0 8016.0 PK
85 PK603 20251015 8036.0 8118.0 ... 172633.28 8084.0 8034.0 PK
86 PK604 20251015 8058.0 8116.0 ... 1799.08 8086.0 8044.0 PK
87 PK605 20251015 8080.0 8138.0 ... 17832.92 8110.0 8070.0 PK
88 PL601 20251015 6081.0 6108.0 ... 142549.79 6085.0 6109.0 PL
89 PL602 20251015 6108.0 6143.0 ... 106410.87 6124.0 6151.0 PL
90 PL603 20251015 6105.0 6146.0 ... 85611.28 6124.0 6152.0 PL
91 PL604 20251015 0.0 0.0 ... 0.00 6132.0 6132.0 PL
92 PL605 20251015 6076.0 6094.0 ... 109.43 6080.0 6119.0 PL
93 PL606 20251015 6088.0 6088.0 ... 24.35 6088.0 6142.0 PL
94 PL607 20251015 0.0 0.0 ... 0.00 6211.0 6211.0 PL
95 PL608 20251015 0.0 0.0 ... 0.00 6277.0 6280.0 PL
96 PL609 20251015 0.0 0.0 ... 0.00 6232.0 6239.0 PL
97 PM511 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM601 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM603 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM605 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM607 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM609 20251015 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR510 20251015 0.0 0.0 ... 0.00 5638.0 5678.0 PR
104 PR511 20251015 5572.0 5582.0 ... 17495.21 5568.0 5612.0 PR
105 PR512 20251015 5570.0 5580.0 ... 197902.61 5560.0 5600.0 PR
106 PR601 20251015 5552.0 5552.0 ... 197998.02 5532.0 5572.0 PR
107 PR602 20251015 5586.0 5592.0 ... 33581.81 5576.0 5608.0 PR
108 PR603 20251015 5578.0 5608.0 ... 911.33 5574.0 5630.0 PR
109 PR604 20251015 5592.0 5634.0 ... 293.63 5594.0 5654.0 PR
110 PR605 20251015 5616.0 5632.0 ... 597.60 5612.0 5680.0 PR
111 PR606 20251015 5658.0 5658.0 ... 16.96 5652.0 5696.0 PR
112 PR607 20251015 5662.0 5682.0 ... 68.03 5670.0 5716.0 PR
113 PR608 20251015 5692.0 5692.0 ... 17.06 5688.0 5722.0 PR
114 PR609 20251015 5718.0 5718.0 ... 25.61 5692.0 5718.0 PR
115 PX510 20251015 6326.0 6326.0 ... 15.82 6326.0 6332.0 PX
116 PX511 20251015 6324.0 6348.0 ... 119679.53 6316.0 6416.0 PX
117 PX512 20251015 6306.0 6338.0 ... 91641.78 6304.0 6386.0 PX
118 PX601 20251015 6306.0 6328.0 ... 490661.67 6296.0 6370.0 PX
119 PX602 20251015 6318.0 6342.0 ... 227109.04 6314.0 6374.0 PX
120 PX603 20251015 6316.0 6344.0 ... 132539.79 6320.0 6378.0 PX
121 PX604 20251015 6344.0 6344.0 ... 6.34 6344.0 6444.0 PX
122 PX605 20251015 6344.0 6380.0 ... 1205.07 6342.0 6416.0 PX
123 PX606 20251015 6352.0 6352.0 ... 9.53 6352.0 6400.0 PX
124 PX607 20251015 6374.0 6374.0 ... 6.37 6374.0 6412.0 PX
125 PX608 20251015 6374.0 6392.0 ... 12.77 6386.0 6424.0 PX
126 PX609 20251015 6390.0 6412.0 ... 19.18 6394.0 6424.0 PX
127 RI511 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI601 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI603 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI605 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI607 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI609 20251015 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM511 20251015 2382.0 2410.0 ... 5240.82 2387.0 2404.0 RM
134 RM601 20251015 2345.0 2380.0 ... 434336.03 2359.0 2369.0 RM
135 RM603 20251015 2285.0 2309.0 ... 3644.73 2297.0 2305.0 RM
136 RM605 20251015 2285.0 2307.0 ... 85660.02 2295.0 2299.0 RM
137 RM607 20251015 2281.0 2296.0 ... 7759.77 2286.0 2294.0 RM
138 RM608 20251015 2385.0 2401.0 ... 521.58 2393.0 2398.0 RM
139 RM609 20251015 2388.0 2398.0 ... 2607.16 2388.0 2388.0 RM
140 RS511 20251015 5157.0 5291.0 ... 83.78 5236.0 5243.0 RS
141 RS607 20251015 0.0 0.0 ... 0.00 5597.0 5597.0 RS
142 RS608 20251015 0.0 0.0 ... 0.00 5520.0 5520.0 RS
143 RS609 20251015 0.0 0.0 ... 0.00 5460.0 5460.0 RS
144 SA510 20251015 1150.0 1155.0 ... 1166.05 1151.0 1147.0 SA
145 SA511 20251015 1153.0 1170.0 ... 39303.14 1162.0 1161.0 SA
146 SA512 20251015 1222.0 1227.0 ... 123729.43 1220.0 1218.0 SA
147 SA601 20251015 1233.0 1238.0 ... 1956030.89 1231.0 1229.0 SA
148 SA602 20251015 1270.0 1274.0 ... 66808.09 1267.0 1266.0 SA
149 SA603 20251015 1277.0 1280.0 ... 140664.09 1273.0 1272.0 SA
150 SA604 20251015 1315.0 1319.0 ... 622.82 1314.0 1312.0 SA
151 SA605 20251015 1324.0 1325.0 ... 80051.48 1319.0 1317.0 SA
152 SA606 20251015 1344.0 1344.0 ... 661.44 1339.0 1338.0 SA
153 SA607 20251015 1335.0 1348.0 ... 665.99 1343.0 1349.0 SA
154 SA608 20251015 1382.0 1384.0 ... 311.79 1380.0 1383.0 SA
155 SA609 20251015 1394.0 1394.0 ... 2715.10 1385.0 1388.0 SA
156 SF510 20251015 5230.0 5240.0 ... 269.15 5226.0 5230.0 SF
157 SF511 20251015 5388.0 5452.0 ... 222611.24 5410.0 5378.0 SF
158 SF512 20251015 5334.0 5420.0 ... 124007.39 5388.0 5334.0 SF
159 SF601 20251015 5328.0 5408.0 ... 294943.74 5370.0 5334.0 SF
160 SF602 20251015 5274.0 5342.0 ... 101388.83 5314.0 5276.0 SF
161 SF603 20251015 5466.0 5518.0 ... 185376.43 5490.0 5450.0 SF
162 SF604 20251015 0.0 0.0 ... 0.00 5438.0 5436.0 SF
163 SF605 20251015 5430.0 5492.0 ... 4127.02 5464.0 5440.0 SF
164 SF606 20251015 5420.0 5454.0 ... 24.46 5436.0 5402.0 SF
165 SF607 20251015 5598.0 5624.0 ... 14.00 5602.0 5572.0 SF
166 SF608 20251015 5618.0 5618.0 ... 8.40 5598.0 5576.0 SF
167 SF609 20251015 5552.0 5594.0 ... 89.30 5582.0 5556.0 SF
168 SH510 20251015 0.0 0.0 ... 0.00 2400.0 2395.0 SH
169 SH511 20251015 2395.0 2431.0 ... 76267.25 2407.0 2405.0 SH
170 SH512 20251015 2445.0 2477.0 ... 119282.61 2458.0 2446.0 SH
171 SH601 20251015 2425.0 2454.0 ... 1873788.30 2434.0 2429.0 SH
172 SH602 20251015 2457.0 2486.0 ... 250959.48 2466.0 2467.0 SH
173 SH603 20251015 2467.0 2494.0 ... 222406.58 2475.0 2473.0 SH
174 SH604 20251015 2516.0 2537.0 ... 280.38 2526.0 2527.0 SH
175 SH605 20251015 2529.0 2550.0 ... 11536.77 2535.0 2534.0 SH
176 SH606 20251015 2559.0 2575.0 ... 223.03 2564.0 2570.0 SH
177 SH607 20251015 2560.0 2580.0 ... 169.50 2568.0 2576.0 SH
178 SH608 20251015 2585.0 2602.0 ... 171.05 2592.0 2601.0 SH
179 SH609 20251015 2589.0 2601.0 ... 210.30 2596.0 2597.0 SH
180 SM510 20251015 5662.0 5666.0 ... 676.38 5660.0 5614.0 SM
181 SM511 20251015 5736.0 5786.0 ... 26486.40 5754.0 5720.0 SM
182 SM512 20251015 5724.0 5794.0 ... 207807.25 5762.0 5720.0 SM
183 SM601 20251015 5726.0 5798.0 ... 481383.31 5766.0 5728.0 SM
184 SM602 20251015 5734.0 5802.0 ... 54919.11 5770.0 5734.0 SM
185 SM603 20251015 5744.0 5814.0 ... 284636.25 5782.0 5742.0 SM
186 SM604 20251015 5802.0 5802.0 ... 2.90 5802.0 5768.0 SM
187 SM605 20251015 5766.0 5826.0 ... 10073.96 5794.0 5758.0 SM
188 SM606 20251015 5816.0 5816.0 ... 5.80 5796.0 5760.0 SM
189 SM607 20251015 0.0 0.0 ... 0.00 5790.0 5778.0 SM
190 SM608 20251015 0.0 0.0 ... 0.00 5794.0 5792.0 SM
191 SM609 20251015 5814.0 5858.0 ... 588.33 5826.0 5800.0 SM
192 SR511 20251015 5430.0 5453.0 ... 27885.71 5427.0 5442.0 SR
193 SR601 20251015 5391.0 5416.0 ... 886959.35 5402.0 5400.0 SR
194 SR603 20251015 5384.0 5401.0 ... 171069.69 5388.0 5384.0 SR
195 SR605 20251015 5366.0 5385.0 ... 100926.42 5373.0 5374.0 SR
196 SR607 20251015 5378.0 5392.0 ... 3219.34 5384.0 5385.0 SR
197 SR609 20251015 5383.0 5402.0 ... 4563.29 5394.0 5393.0 SR
198 TA510 20251015 4346.0 4378.0 ... 2401.28 4370.0 4420.0 TA
199 TA511 20251015 4388.0 4392.0 ... 72997.90 4378.0 4432.0 TA
200 TA512 20251015 4394.0 4410.0 ... 152469.12 4394.0 4454.0 TA
201 TA601 20251015 4422.0 4428.0 ... 1264069.93 4412.0 4464.0 TA
202 TA602 20251015 4430.0 4442.0 ... 120455.17 4424.0 4486.0 TA
203 TA603 20251015 4446.0 4456.0 ... 51664.33 4438.0 4496.0 TA
204 TA604 20251015 4456.0 4466.0 ... 26.74 4456.0 4532.0 TA
205 TA605 20251015 4480.0 4488.0 ... 88227.81 4474.0 4522.0 TA
206 TA606 20251015 4482.0 4484.0 ... 26.85 4476.0 4510.0 TA
207 TA607 20251015 4482.0 4500.0 ... 17.96 4492.0 4550.0 TA
208 TA608 20251015 0.0 0.0 ... 0.00 4526.0 4558.0 TA
209 TA609 20251015 4540.0 4540.0 ... 3079.34 4512.0 4552.0 TA
210 UR510 20251015 1495.0 1509.0 ... 245.23 1495.0 1504.0 UR
211 UR511 20251015 1585.0 1586.0 ... 16278.40 1580.0 1578.0 UR
212 UR512 20251015 1585.0 1597.0 ... 25277.80 1590.0 1587.0 UR
213 UR601 20251015 1600.0 1611.0 ... 378430.22 1604.0 1602.0 UR
214 UR602 20251015 1601.0 1618.0 ... 14897.60 1612.0 1607.0 UR
215 UR603 20251015 1671.0 1673.0 ... 136.59 1666.0 1661.0 UR
216 UR604 20251015 1670.0 1671.0 ... 40.06 1669.0 1669.0 UR
217 UR605 20251015 1670.0 1680.0 ... 23994.85 1674.0 1672.0 UR
218 UR606 20251015 1682.0 1684.0 ... 235.17 1680.0 1676.0 UR
219 UR607 20251015 1708.0 1708.0 ... 6.83 1708.0 1710.0 UR
220 UR608 20251015 0.0 0.0 ... 0.00 1707.0 1707.0 UR
221 UR609 20251015 1709.0 1710.0 ... 204.83 1707.0 1705.0 UR
222 WH511 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH601 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH603 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH605 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH607 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH609 20251015 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC510 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC511 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC512 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC601 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC602 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC603 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC604 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC605 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC606 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC607 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC608 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC609 20251015 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-16 18:26:36,051 - future_1d - INFO - ak.get_czce_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 PS2510 20251015 0.0 ... 50755.0 49980.0 PS
1 PS2511 20251015 49975.0 ... 50805.0 49205.0 PS
2 PS2512 20251015 52595.0 ... 53270.0 51630.0 PS
3 PS2601 20251015 52050.0 ... 53165.0 51570.0 PS
4 PS2602 20251015 52050.0 ... 52840.0 51585.0 PS
5 PS2603 20251015 52030.0 ... 52690.0 51545.0 PS
6 PS2604 20251015 51925.0 ... 52600.0 51450.0 PS
7 PS2605 20251015 51800.0 ... 52730.0 51340.0 PS
8 PS2606 20251015 53000.0 ... 54525.0 53195.0 PS
9 PS2607 20251015 53105.0 ... 54410.0 53105.0 PS
10 PS2608 20251015 53125.0 ... 54125.0 52925.0 PS
11 PS2609 20251015 53015.0 ... 53855.0 52655.0 PS
13 SI2510 20251015 8585.0 ... 8620.0 8555.0 SI
14 SI2511 20251015 8495.0 ... 8595.0 8580.0 SI
15 SI2512 20251015 8910.0 ... 8965.0 8970.0 SI
16 SI2601 20251015 8835.0 ... 8905.0 8905.0 SI
17 SI2602 20251015 8800.0 ... 8885.0 8915.0 SI
18 SI2603 20251015 8925.0 ... 8910.0 8980.0 SI
19 SI2604 20251015 8870.0 ... 8940.0 8900.0 SI
20 SI2605 20251015 8850.0 ... 8935.0 8925.0 SI
21 SI2606 20251015 8935.0 ... 8960.0 8930.0 SI
22 SI2607 20251015 8885.0 ... 8935.0 8940.0 SI
23 SI2608 20251015 0.0 ... 8960.0 8960.0 SI
24 SI2609 20251015 8930.0 ... 8975.0 8980.0 SI
27 LC2510 20251015 73120.0 ... 73220.0 72720.0 LC
28 LC2511 20251015 73000.0 ... 73100.0 73160.0 LC
29 LC2512 20251015 72900.0 ... 73200.0 73220.0 LC
30 LC2601 20251015 73140.0 ... 73200.0 73160.0 LC
31 LC2602 20251015 73000.0 ... 73100.0 72960.0 LC
32 LC2603 20251015 72640.0 ... 72980.0 73080.0 LC
33 LC2604 20251015 73260.0 ... 73640.0 73680.0 LC
34 LC2605 20251015 73180.0 ... 73680.0 73660.0 LC
35 LC2606 20251015 73400.0 ... 73620.0 73600.0 LC
36 LC2607 20251015 73400.0 ... 73560.0 73560.0 LC
37 LC2608 20251015 73600.0 ... 73840.0 73720.0 LC
38 LC2609 20251015 73960.0 ... 73940.0 73800.0 LC
[36 rows x 12 columns]
2025-10-16 18:26:36,277 - future_1d - INFO - ak.get_gfex_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 a2511 20251015 3946.00 ... 3969.00 3957.00 A
1 a2601 20251015 3973.00 ... 3988.00 3969.00 A
2 a2603 20251015 3974.00 ... 3992.00 3972.00 A
3 a2605 20251015 4012.00 ... 4026.00 4011.00 A
4 a2607 20251015 4013.00 ... 4025.00 4012.00 A
5 a2609 20251015 4013.00 ... 4026.00 4011.00 A
6 b2510 20251015 3600.00 ... 3600.00 3619.00 B
7 b2511 20251015 3596.00 ... 3603.00 3607.00 B
8 b2512 20251015 3608.00 ... 3614.00 3636.00 B
9 b2601 20251015 3611.00 ... 3624.00 3628.00 B
10 b2602 20251015 3614.00 ... 3632.00 3632.00 B
11 b2603 20251015 3581.00 ... 3594.00 3599.00 B
12 b2604 20251015 3496.00 ... 3508.00 3500.00 B
13 b2605 20251015 3432.00 ... 3442.00 3444.00 B
14 b2606 20251015 3405.00 ... 3414.00 3409.00 B
15 b2607 20251015 3406.00 ... 3420.00 3415.00 B
16 b2608 20251015 3509.00 ... 3516.00 3511.00 B
17 b2609 20251015 3526.00 ... 3536.00 3543.00 B
18 bb2511 20251015 144.50 ... 144.50 144.65 BB
19 bb2601 20251015 146.80 ... 146.95 147.00 BB
20 bb2603 20251015 147.25 ... 147.10 147.25 BB
21 bb2605 20251015 147.70 ... 147.70 147.95 BB
22 bb2607 20251015 0.00 ... 152.60 152.85 BB
23 bb2609 20251015 0.00 ... 152.60 152.85 BB
24 bz2603 20251015 5575.00 ... 5585.00 5624.00 BZ
25 bz2604 20251015 5574.00 ... 5576.00 5615.00 BZ
26 bz2605 20251015 5593.00 ... 5588.00 5634.00 BZ
27 bz2606 20251015 5573.00 ... 5573.00 5672.00 BZ
28 bz2607 20251015 0.00 ... 5660.00 5685.00 BZ
29 bz2608 20251015 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251015 0.00 ... 5695.00 5720.00 BZ
31 c2511 20251015 2093.00 ... 2097.00 2087.00 C
32 c2601 20251015 2109.00 ... 2119.00 2105.00 C
33 c2603 20251015 2142.00 ... 2148.00 2131.00 C
34 c2605 20251015 2200.00 ... 2208.00 2198.00 C
35 c2607 20251015 2218.00 ... 2223.00 2214.00 C
36 c2609 20251015 2235.00 ... 2238.00 2230.00 C
37 cs2511 20251015 2386.00 ... 2390.00 2393.00 CS
38 cs2601 20251015 2399.00 ... 2407.00 2402.00 CS
39 cs2603 20251015 2420.00 ... 2427.00 2421.00 CS
40 cs2605 20251015 2523.00 ... 2521.00 2517.00 CS
41 cs2607 20251015 2527.00 ... 2532.00 2530.00 CS
42 cs2609 20251015 2571.00 ... 2570.00 2571.00 CS
43 eb2510 20251015 6416.00 ... 6442.00 6559.00 EB
44 eb2511 20251015 6513.00 ... 6544.00 6608.00 EB
45 eb2512 20251015 6550.00 ... 6566.00 6627.00 EB
46 eb2601 20251015 6590.00 ... 6609.00 6668.00 EB
47 eb2602 20251015 6647.00 ... 6667.00 6714.00 EB
48 eb2603 20251015 6712.00 ... 6727.00 6760.00 EB
49 eb2604 20251015 6731.00 ... 6765.00 6821.00 EB
50 eb2605 20251015 6777.00 ... 6795.00 6845.00 EB
51 eb2606 20251015 6825.00 ... 6828.00 6873.00 EB
52 eb2607 20251015 6828.00 ... 6852.00 6872.00 EB
53 eb2608 20251015 6870.00 ... 6870.00 6895.00 EB
54 eb2609 20251015 6875.00 ... 6889.00 6888.00 EB
55 eg2510 20251015 4080.00 ... 4089.00 4094.00 EG
56 eg2511 20251015 4060.00 ... 4073.00 4087.00 EG
57 eg2512 20251015 4040.00 ... 4054.00 4067.00 EG
58 eg2601 20251015 4037.00 ... 4048.00 4072.00 EG
59 eg2602 20251015 4058.00 ... 4053.00 4077.00 EG
60 eg2603 20251015 4073.00 ... 4074.00 4079.00 EG
61 eg2604 20251015 4116.00 ... 4135.00 4146.00 EG
62 eg2605 20251015 4129.00 ... 4134.00 4161.00 EG
63 eg2606 20251015 4131.00 ... 4143.00 4163.00 EG
64 eg2607 20251015 4171.00 ... 4171.00 4175.00 EG
65 eg2608 20251015 4161.00 ... 4170.00 4185.00 EG
66 eg2609 20251015 4202.00 ... 4202.00 4199.00 EG
67 fb2510 20251015 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251015 1247.00 ... 1256.00 1257.50 FB
69 fb2512 20251015 1259.50 ... 1256.00 1261.00 FB
70 fb2601 20251015 1266.00 ... 1264.50 1271.00 FB
71 fb2602 20251015 1269.00 ... 1270.50 1273.50 FB
72 fb2603 20251015 1263.50 ... 1264.50 1266.00 FB
73 fb2604 20251015 1265.50 ... 1264.50 1271.00 FB
74 fb2605 20251015 1288.50 ... 1288.50 1273.00 FB
75 fb2606 20251015 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251015 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251015 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251015 0.00 ... 1296.00 1296.00 FB
79 i2510 20251015 805.50 ... 806.00 808.50 I
80 i2511 20251015 800.50 ... 798.00 805.00 I
81 i2512 20251015 793.50 ... 792.00 797.50 I
82 i2601 20251015 784.00 ... 780.50 788.00 I
83 i2602 20251015 780.00 ... 779.50 781.50 I
84 i2603 20251015 775.00 ... 773.50 779.50 I
85 i2604 20251015 769.50 ... 768.50 773.50 I
86 i2605 20251015 761.00 ... 759.00 765.00 I
87 i2606 20251015 756.50 ... 753.00 762.00 I
88 i2607 20251015 750.00 ... 748.50 757.50 I
89 i2608 20251015 747.00 ... 743.00 753.00 I
90 i2609 20251015 740.00 ... 736.50 747.00 I
91 j2510 20251015 0.00 ... 1600.00 1600.00 J
92 j2511 20251015 1580.00 ... 1578.00 1586.00 J
93 j2512 20251015 1609.50 ... 1607.00 1608.00 J
94 j2601 20251015 1640.50 ... 1635.50 1636.50 J
95 j2602 20251015 1663.00 ... 1663.00 1653.00 J
96 j2603 20251015 0.00 ... 1676.50 1676.50 J
97 j2604 20251015 1778.00 ... 1762.50 1773.50 J
98 j2605 20251015 1802.50 ... 1781.50 1781.00 J
99 j2606 20251015 0.00 ... 1814.00 1814.00 J
100 j2607 20251015 0.00 ... 1833.50 1833.50 J
101 j2608 20251015 0.00 ... 1865.00 1865.00 J
102 j2609 20251015 1865.00 ... 1864.50 1866.50 J
103 jd2510 20251015 2701.00 ... 2708.00 2685.00 JD
104 jd2511 20251015 2870.00 ... 2848.00 2847.00 JD
105 jd2512 20251015 3040.00 ... 3021.00 3028.00 JD
106 jd2601 20251015 3245.00 ... 3209.00 3232.00 JD
107 jd2602 20251015 3048.00 ... 3026.00 3044.00 JD
108 jd2603 20251015 3065.00 ... 3037.00 3060.00 JD
109 jd2604 20251015 3168.00 ... 3157.00 3168.00 JD
110 jd2605 20251015 3340.00 ... 3343.00 3345.00 JD
111 jd2606 20251015 3231.00 ... 3233.00 3235.00 JD
112 jd2607 20251015 3479.00 ... 3471.00 3479.00 JD
113 jd2608 20251015 3966.00 ... 3966.00 3966.00 JD
114 jd2609 20251015 3868.00 ... 3867.00 3866.00 JD
115 jm2510 20251015 1047.00 ... 999.00 951.00 JM
116 jm2511 20251015 1015.00 ... 1024.00 1009.00 JM
117 jm2512 20251015 1080.50 ... 1080.50 1072.50 JM
118 jm2601 20251015 1150.00 ... 1147.00 1139.50 JM
119 jm2602 20251015 1178.00 ... 1172.50 1167.50 JM
120 jm2603 20251015 1197.50 ... 1190.00 1185.50 JM
121 jm2604 20251015 1206.50 ... 1204.50 1207.00 JM
122 jm2605 20251015 1234.00 ... 1222.00 1223.00 JM
123 jm2606 20251015 1248.00 ... 1241.50 1247.00 JM
124 jm2607 20251015 1268.00 ... 1262.50 1260.50 JM
125 jm2608 20251015 1288.00 ... 1284.50 1279.00 JM
126 jm2609 20251015 1310.00 ... 1305.00 1309.00 JM
127 l2510 20251015 0.00 ... 6856.00 6856.00 L
128 l2511 20251015 6873.00 ... 6895.00 6922.00 L
129 l2512 20251015 6887.00 ... 6906.00 6928.00 L
130 l2601 20251015 6890.00 ... 6908.00 6936.00 L
131 l2602 20251015 6889.00 ... 6910.00 6924.00 L
132 l2603 20251015 6906.00 ... 6931.00 6944.00 L
133 l2604 20251015 6931.00 ... 6940.00 6984.00 L
134 l2605 20251015 6949.00 ... 6940.00 6975.00 L
135 l2606 20251015 6943.00 ... 6947.00 6953.00 L
136 l2607 20251015 6975.00 ... 6975.00 7007.00 L
137 l2608 20251015 6986.00 ... 6994.00 7015.00 L
138 l2609 20251015 6980.00 ... 6969.00 7018.00 L
139 lg2511 20251015 790.00 ... 792.50 791.00 LG
140 lg2601 20251015 823.00 ... 821.00 820.00 LG
141 lg2603 20251015 831.00 ... 828.00 827.50 LG
142 lg2605 20251015 831.50 ... 829.50 828.50 LG
143 lg2607 20251015 830.00 ... 830.00 830.00 LG
144 lg2609 20251015 830.50 ... 830.00 831.50 LG
145 lh2511 20251015 11555.00 ... 11485.00 11355.00 LH
146 lh2601 20251015 12405.00 ... 12300.00 12335.00 LH
147 lh2603 20251015 11850.00 ... 11735.00 11825.00 LH
148 lh2605 20251015 12470.00 ... 12335.00 12445.00 LH
149 lh2607 20251015 13265.00 ... 13170.00 13250.00 LH
150 lh2609 20251015 13920.00 ... 13925.00 13945.00 LH
151 m2511 20251015 2887.00 ... 2894.00 2896.00 M
152 m2512 20251015 2921.00 ... 2930.00 2936.00 M
153 m2601 20251015 2902.00 ... 2914.00 2912.00 M
154 m2603 20251015 2879.00 ... 2893.00 2890.00 M
155 m2605 20251015 2734.00 ... 2737.00 2736.00 M
156 m2607 20251015 2713.00 ... 2721.00 2719.00 M
157 m2608 20251015 2838.00 ... 2845.00 2841.00 M
158 m2609 20251015 2838.00 ... 2850.00 2846.00 M
159 p2510 20251015 9118.00 ... 9120.00 9184.00 P
160 p2511 20251015 9232.00 ... 9210.00 9266.00 P
161 p2512 20251015 9248.00 ... 9262.00 9314.00 P
162 p2601 20251015 9302.00 ... 9316.00 9366.00 P
163 p2602 20251015 9326.00 ... 9330.00 9358.00 P
164 p2603 20251015 9304.00 ... 9322.00 9332.00 P
165 p2604 20251015 9264.00 ... 9290.00 9312.00 P
166 p2605 20251015 9200.00 ... 9228.00 9238.00 P
167 p2606 20251015 9120.00 ... 9142.00 9108.00 P
168 p2607 20251015 9036.00 ... 9056.00 9012.00 P
169 p2608 20251015 8982.00 ... 8976.00 8956.00 P
170 p2609 20251015 8838.00 ... 8896.00 8884.00 P
171 pg2510 20251015 0.00 ... 4248.00 4248.00 PG
172 pg2511 20251015 4115.00 ... 4141.00 4118.00 PG
173 pg2512 20251015 3955.00 ... 3993.00 3981.00 PG
174 pg2601 20251015 3883.00 ... 3908.00 3904.00 PG
175 pg2602 20251015 3808.00 ... 3836.00 3835.00 PG
176 pg2603 20251015 3740.00 ... 3757.00 3762.00 PG
177 pg2604 20251015 4119.00 ... 4152.00 4147.00 PG
178 pg2605 20251015 4044.00 ... 4067.00 4076.00 PG
179 pg2606 20251015 4007.00 ... 4006.00 4017.00 PG
180 pg2607 20251015 3946.00 ... 3950.00 3974.00 PG
181 pg2608 20251015 3910.00 ... 3905.00 3917.00 PG
182 pg2609 20251015 3840.00 ... 3848.00 3859.00 PG
183 pp2510 20251015 6482.00 ... 6482.00 6536.00 PP
184 pp2511 20251015 6508.00 ... 6519.00 6551.00 PP
185 pp2512 20251015 6565.00 ... 6562.00 6593.00 PP
186 pp2601 20251015 6575.00 ... 6590.00 6628.00 PP
187 pp2602 20251015 6572.00 ... 6585.00 6620.00 PP
188 pp2603 20251015 6571.00 ... 6593.00 6624.00 PP
189 pp2604 20251015 6600.00 ... 6611.00 6647.00 PP
190 pp2605 20251015 6636.00 ... 6642.00 6683.00 PP
191 pp2606 20251015 6604.00 ... 6612.00 6644.00 PP
192 pp2607 20251015 6600.00 ... 6603.00 6647.00 PP
193 pp2608 20251015 6617.00 ... 6628.00 6670.00 PP
194 pp2609 20251015 6658.00 ... 6673.00 6695.00 PP
195 rr2510 20251015 3631.00 ... 3635.00 3620.00 RR
196 rr2511 20251015 3615.00 ... 3614.00 3615.00 RR
197 rr2512 20251015 3603.00 ... 3608.00 3608.00 RR
198 rr2601 20251015 3626.00 ... 3626.00 3625.00 RR
199 rr2602 20251015 3615.00 ... 3612.00 3613.00 RR
200 rr2603 20251015 3611.00 ... 3613.00 3614.00 RR
201 rr2604 20251015 3614.00 ... 3613.00 3617.00 RR
202 rr2605 20251015 3608.00 ... 3609.00 3612.00 RR
203 rr2606 20251015 3607.00 ... 3603.00 3602.00 RR
204 rr2607 20251015 0.00 ... 3624.00 3624.00 RR
205 rr2608 20251015 3599.00 ... 3605.00 3589.00 RR
206 rr2609 20251015 3616.00 ... 3616.00 3612.00 RR
207 v2510 20251015 4550.00 ... 4561.00 4567.00 V
208 v2511 20251015 4588.00 ... 4593.00 4596.00 V
209 v2512 20251015 4636.00 ... 4635.00 4641.00 V
210 v2601 20251015 4680.00 ... 4680.00 4684.00 V
211 v2602 20251015 4719.00 ... 4727.00 4727.00 V
212 v2603 20251015 4751.00 ... 4758.00 4754.00 V
213 v2604 20251015 4940.00 ... 4953.00 4957.00 V
214 v2605 20251015 5004.00 ... 4993.00 4998.00 V
215 v2606 20251015 5032.00 ... 5028.00 5029.00 V
216 v2607 20251015 5074.00 ... 5067.00 5072.00 V
217 v2608 20251015 5110.00 ... 5102.00 5103.00 V
218 v2609 20251015 5142.00 ... 5129.00 5137.00 V
219 y2511 20251015 8220.00 ... 8246.00 8272.00 Y
220 y2512 20251015 8268.00 ... 8280.00 8306.00 Y
221 y2601 20251015 8224.00 ... 8244.00 8270.00 Y
222 y2603 20251015 8174.00 ... 8198.00 8206.00 Y
223 y2605 20251015 8012.00 ... 8040.00 8040.00 Y
224 y2607 20251015 7940.00 ... 7982.00 7980.00 Y
225 y2608 20251015 7944.00 ... 7968.00 7966.00 Y
226 y2609 20251015 7886.00 ... 7946.00 7924.00 Y
[227 rows x 12 columns]
2025-10-16 18:26:37,004 - future_1d - INFO - ak.get_dce_daily('2025-10-15') done
index symbol date ... settle pre_settle variety
0 0 CU2510 20251015 ... 85080 85820 CU
1 1 CU2511 20251015 ... 84960 85710 CU
2 2 CU2512 20251015 ... 85000 85690 CU
3 3 CU2601 20251015 ... 84840 85610 CU
4 4 CU2602 20251015 ... 84750 85570 CU
5 5 CU2603 20251015 ... 84570 85750 CU
6 6 CU2604 20251015 ... 84860 85680 CU
7 7 CU2605 20251015 ... 84510 85680 CU
8 8 CU2606 20251015 ... 84560 85390 CU
9 9 CU2607 20251015 ... 84370 84950 CU
10 10 CU2608 20251015 ... 84550 85220 CU
11 11 CU2609 20251015 ... 84340 85270 CU
12 12 BC2510 20251015 ... 75040 75040 BC
13 13 BC2511 20251015 ... 75490 76190 BC
14 14 BC2512 20251015 ... 75350 76240 BC
15 15 BC2601 20251015 ... 76860 76860 BC
16 16 BC2602 20251015 ... 75800 75800 BC
17 17 BC2603 20251015 ... 75870 75800 BC
18 18 BC2604 20251015 ... 76520 76520 BC
19 19 BC2605 20251015 ... 75900 75900 BC
20 20 BC2606 20251015 ... 75880 75880 BC
21 21 BC2607 20251015 ... 76570 76570 BC
22 22 BC2608 20251015 ... 75800 75800 BC
23 23 BC2609 20251015 ... 76130 76130 BC
24 24 AL2510 20251015 ... 20850 20905 AL
25 25 AL2511 20251015 ... 20875 20930 AL
26 26 AL2512 20251015 ... 20895 20945 AL
27 27 AL2601 20251015 ... 20900 20950 AL
28 28 AL2602 20251015 ... 20890 20945 AL
29 29 AL2603 20251015 ... 20885 20945 AL
30 30 AL2604 20251015 ... 20910 20980 AL
31 31 AL2605 20251015 ... 20915 20995 AL
32 32 AL2606 20251015 ... 20890 20995 AL
33 33 AL2607 20251015 ... 20925 21015 AL
34 34 AL2608 20251015 ... 20930 21010 AL
35 35 AL2609 20251015 ... 20940 20995 AL
36 36 ZN2510 20251015 ... 21985 22205 ZN
37 37 ZN2511 20251015 ... 21995 22275 ZN
38 38 ZN2512 20251015 ... 22035 22310 ZN
39 39 ZN2601 20251015 ... 22065 22340 ZN
40 40 ZN2602 20251015 ... 22090 22370 ZN
41 41 ZN2603 20251015 ... 22125 22395 ZN
42 42 ZN2604 20251015 ... 22150 22415 ZN
43 43 ZN2605 20251015 ... 22180 22435 ZN
44 44 ZN2606 20251015 ... 22215 22475 ZN
45 45 ZN2607 20251015 ... 22200 22470 ZN
46 46 ZN2608 20251015 ... 22220 22475 ZN
47 47 ZN2609 20251015 ... 22275 22535 ZN
48 48 PB2510 20251015 ... 17080 17045 PB
49 49 PB2511 20251015 ... 17055 17085 PB
50 50 PB2512 20251015 ... 17085 17095 PB
51 51 PB2601 20251015 ... 17085 17090 PB
52 52 PB2602 20251015 ... 16990 17115 PB
53 53 PB2603 20251015 ... 17105 17105 PB
54 54 PB2604 20251015 ... 17190 17115 PB
55 55 PB2605 20251015 ... 17145 17125 PB
56 56 PB2606 20251015 ... 17195 17145 PB
57 57 PB2607 20251015 ... 17160 17160 PB
58 58 PB2608 20251015 ... 17200 17170 PB
59 59 PB2609 20251015 ... 17235 17225 PB
60 60 NI2510 20251015 ... 120650 120560 NI
61 61 NI2511 20251015 ... 121020 121080 NI
62 62 NI2512 20251015 ... 121170 121210 NI
63 63 NI2601 20251015 ... 121390 121470 NI
64 64 NI2602 20251015 ... 121600 121680 NI
65 65 NI2603 20251015 ... 121920 122000 NI
66 66 NI2604 20251015 ... 122100 122110 NI
67 67 NI2605 20251015 ... 122360 122240 NI
68 68 NI2606 20251015 ... 122570 122600 NI
69 69 NI2607 20251015 ... 122850 122680 NI
70 70 NI2608 20251015 ... 123210 123140 NI
71 71 NI2609 20251015 ... 123450 123520 NI
72 72 SN2510 20251015 ... 280420 281340 SN
73 73 SN2511 20251015 ... 280410 282140 SN
74 74 SN2512 20251015 ... 280740 282320 SN
75 75 SN2601 20251015 ... 281030 282460 SN
76 76 SN2602 20251015 ... 280790 282390 SN
77 77 SN2603 20251015 ... 280770 282460 SN
78 78 SN2604 20251015 ... 280770 282290 SN
79 79 SN2605 20251015 ... 280720 282370 SN
80 80 SN2606 20251015 ... 281340 282730 SN
81 81 SN2607 20251015 ... 280840 282610 SN
82 82 SN2608 20251015 ... 281330 283550 SN
83 83 SN2609 20251015 ... 282990 282990 SN
84 84 AO2510 20251015 ... 2757 2775 AO
85 85 AO2511 20251015 ... 2776 2783 AO
86 86 AO2512 20251015 ... 2788 2797 AO
87 87 AO2601 20251015 ... 2799 2807 AO
88 88 AO2602 20251015 ... 2818 2826 AO
89 89 AO2603 20251015 ... 2889 2897 AO
90 90 AO2604 20251015 ... 2901 2910 AO
91 91 AO2605 20251015 ... 2910 2918 AO
92 92 AO2606 20251015 ... 2922 2928 AO
93 93 AO2607 20251015 ... 2930 2937 AO
94 94 AO2608 20251015 ... 2945 2949 AO
95 95 AO2609 20251015 ... 2960 2967 AO
96 96 AD2511 20251015 ... 20330 20380 AD
97 97 AD2512 20251015 ... 20400 20440 AD
98 98 AD2601 20251015 ... 20445 20490 AD
99 99 AD2602 20251015 ... 20425 20485 AD
100 100 AD2603 20251015 ... 20420 20440 AD
101 101 AD2604 20251015 ... 20405 20420 AD
102 102 AD2605 20251015 ... 20340 20370 AD
103 103 AD2606 20251015 ... 20300 20420 AD
104 104 AD2607 20251015 ... 20270 20340 AD
105 105 AD2608 20251015 ... 20495 20495 AD
106 106 AD2609 20251015 ... 20495 20410 AD
107 107 AU2510 20251015 ... 962.24 942.4 AU
108 108 AU2511 20251015 ... 947.9 939.32 AU
109 109 AU2512 20251015 ... 948.92 940.64 AU
110 110 AU2602 20251015 ... 952.1 943.96 AU
111 111 AU2604 20251015 ... 953.3 946.46 AU
112 112 AU2606 20251015 ... 957.1 947.86 AU
113 113 AU2608 20251015 ... 958.84 952.96 AU
114 114 AU2610 20251015 ... 961.32 952.34 AU
115 115 AG2510 20251015 ... 12200 11714 AG
116 116 AG2511 20251015 ... 11689 11696 AG
117 117 AG2512 20251015 ... 11675 11697 AG
118 118 AG2601 20251015 ... 11677 11724 AG
119 119 AG2602 20251015 ... 11708 11734 AG
120 120 AG2603 20251015 ... 11700 11775 AG
121 121 AG2604 20251015 ... 11712 11788 AG
122 122 AG2605 20251015 ... 11712 11796 AG
123 123 AG2606 20251015 ... 11756 11791 AG
124 124 AG2607 20251015 ... 11765 11829 AG
125 125 AG2608 20251015 ... 11754 11813 AG
126 126 AG2609 20251015 ... 11808 11799 AG
127 127 RB2510 20251015 ... 2954 2975 RB
128 128 RB2511 20251015 ... 2987 2997 RB
129 129 RB2512 20251015 ... 3031 3043 RB
130 130 RB2601 20251015 ... 3044 3060 RB
131 131 RB2602 20251015 ... 3049 3067 RB
132 132 RB2603 20251015 ... 3074 3087 RB
133 133 RB2604 20251015 ... 3096 3102 RB
134 134 RB2605 20251015 ... 3099 3116 RB
135 135 RB2606 20251015 ... 3114 3130 RB
136 136 RB2607 20251015 ... 3136 3139 RB
137 137 RB2608 20251015 ... 3134 3151 RB
138 138 RB2609 20251015 ... 3143 3161 RB
139 139 WR2510 20251015 ... 3100 3069 WR
140 140 WR2511 20251015 ... 3270 3270 WR
141 141 WR2512 20251015 ... 3353 3309 WR
142 142 WR2601 20251015 ... 3342 3329 WR
143 143 WR2602 20251015 ... 3370 3370 WR
144 144 WR2603 20251015 ... 3361 3361 WR
145 145 WR2604 20251015 ... 3369 3369 WR
146 146 WR2605 20251015 ... 3364 3364 WR
147 147 WR2606 20251015 ... 3363 3360 WR
148 148 WR2607 20251015 ... 3416 3390 WR
149 149 WR2608 20251015 ... 3431 3431 WR
150 150 WR2609 20251015 ... 3430 3430 WR
151 151 HC2510 20251015 ... 3534 3442 HC
152 152 HC2511 20251015 ... 3282 3282 HC
153 153 HC2512 20251015 ... 3254 3262 HC
154 154 HC2601 20251015 ... 3225 3240 HC
155 155 HC2602 20251015 ... 3223 3240 HC
156 156 HC2603 20251015 ... 3233 3243 HC
157 157 HC2604 20251015 ... 3228 3241 HC
158 158 HC2605 20251015 ... 3235 3251 HC
159 159 HC2606 20251015 ... 3237 3245 HC
160 160 HC2607 20251015 ... 3245 3273 HC
161 161 HC2608 20251015 ... 3253 3277 HC
162 162 HC2609 20251015 ... 3259 3270 HC
163 163 SS2510 20251015 ... 12345 12315 SS
164 164 SS2511 20251015 ... 12525 12565 SS
165 165 SS2512 20251015 ... 12555 12590 SS
166 166 SS2601 20251015 ... 12655 12680 SS
167 167 SS2602 20251015 ... 12715 12745 SS
168 168 SS2603 20251015 ... 12795 12815 SS
169 169 SS2604 20251015 ... 12870 12885 SS
170 170 SS2605 20251015 ... 12925 12945 SS
171 171 SS2606 20251015 ... 13000 13025 SS
172 172 SS2607 20251015 ... 13035 13100 SS
173 173 SS2608 20251015 ... 13095 13125 SS
174 174 SS2609 20251015 ... 13170 13230 SS
175 175 SC2511 20251015 ... 443.2 451.8 SC
176 176 SC2512 20251015 ... 444.9 452.5 SC
177 177 SC2601 20251015 ... 445.5 452.5 SC
178 178 SC2602 20251015 ... 445.9 453 SC
179 179 SC2603 20251015 ... 447.3 452.7 SC
180 180 SC2604 20251015 ... 448.5 453.6 SC
181 181 SC2605 20251015 ... 448.9 454.5 SC
182 182 SC2606 20251015 ... 450.1 455.6 SC
183 183 SC2607 20251015 ... 450 454.8 SC
184 184 SC2608 20251015 ... 450.6 455.3 SC
185 185 SC2609 20251015 ... 450.6 454.6 SC
186 186 SC2610 20251015 ... 449.7 449.7 SC
187 187 SC2612 20251015 ... 451.5 452.6 SC
188 188 SC2703 20251015 ... 448.6 451.6 SC
189 189 SC2706 20251015 ... 453.6 453.6 SC
190 190 SC2709 20251015 ... 449.9 450.6 SC
191 191 SC2712 20251015 ... 455 455 SC
192 192 SC2803 20251015 ... 449 449 SC
193 193 SC2806 20251015 ... 448 451.7 SC
194 194 SC2809 20251015 ... 448.9 452.9 SC
195 195 LU2511 20251015 ... 3141 3204 LU
196 196 LU2512 20251015 ... 3158 3216 LU
197 197 LU2601 20251015 ... 3161 3210 LU
198 198 LU2602 20251015 ... 3162 3205 LU
199 199 LU2603 20251015 ... 3160 3206 LU
200 200 LU2604 20251015 ... 3161 3192 LU
201 201 LU2605 20251015 ... 3163 3200 LU
202 202 LU2606 20251015 ... 3160 3177 LU
203 203 LU2607 20251015 ... 3175 3206 LU
204 204 LU2608 20251015 ... 3173 3205 LU
205 205 LU2609 20251015 ... 3159 3188 LU
206 206 LU2610 20251015 ... 3152 3187 LU
207 207 FU2511 20251015 ... 2725 2763 FU
208 208 FU2512 20251015 ... 2685 2733 FU
209 209 FU2601 20251015 ... 2669 2714 FU
210 210 FU2602 20251015 ... 2652 2697 FU
211 211 FU2603 20251015 ... 2649 2693 FU
212 212 FU2604 20251015 ... 2647 2690 FU
213 213 FU2605 20251015 ... 2641 2680 FU
214 214 FU2606 20251015 ... 2634 2670 FU
215 215 FU2607 20251015 ... 2626 2659 FU
216 216 FU2608 20251015 ... 2600 2634 FU
217 217 FU2609 20251015 ... 2594 2628 FU
218 218 FU2610 20251015 ... 2584 2615 FU
219 219 BU2510 20251015 ... 3470 3470 BU
220 220 BU2511 20251015 ... 3261 3286 BU
221 221 BU2512 20251015 ... 3185 3208 BU
222 222 BU2601 20251015 ... 3149 3166 BU
223 223 BU2602 20251015 ... 3157 3172 BU
224 224 BU2603 20251015 ... 3180 3193 BU
225 225 BU2604 20251015 ... 3188 3191 BU
226 226 BU2605 20251015 ... 3194 3206 BU
227 227 BU2606 20251015 ... 3199 3207 BU
228 228 BU2607 20251015 ... 3222 3222 BU
229 229 BU2608 20251015 ... 3202 3197 BU
230 230 BU2609 20251015 ... 3202 3207 BU
231 231 BU2612 20251015 ... 3148 3155 BU
232 232 BU2703 20251015 ... 3161 3172 BU
233 233 BU2706 20251015 ... 3168 3175 BU
234 234 BU2709 20251015 ... 3172 3198 BU
235 235 BR2510 20251015 ... 10670 10670 BR
236 236 BR2511 20251015 ... 10805 10825 BR
237 237 BR2512 20251015 ... 10745 10790 BR
238 238 BR2601 20251015 ... 10740 10790 BR
239 239 BR2602 20251015 ... 10755 10780 BR
240 240 BR2603 20251015 ... 10760 10770 BR
241 241 BR2604 20251015 ... 10795 10795 BR
242 242 BR2605 20251015 ... 10800 10805 BR
243 243 BR2606 20251015 ... 10865 10810 BR
244 244 BR2607 20251015 ... 11025 11035 BR
245 245 BR2608 20251015 ... 11040 11040 BR
246 246 BR2609 20251015 ... 11080 11080 BR
247 247 RU2510 20251015 ... 14030 14165 RU
248 248 RU2511 20251015 ... 14095 14060 RU
249 249 RU2601 20251015 ... 14850 14855 RU
250 250 RU2603 20251015 ... 14835 14815 RU
251 251 RU2604 20251015 ... 14860 14855 RU
252 252 RU2605 20251015 ... 14855 14845 RU
253 253 RU2606 20251015 ... 14865 14850 RU
254 254 RU2607 20251015 ... 14905 14900 RU
255 255 RU2608 20251015 ... 14915 14925 RU
256 256 RU2609 20251015 ... 14905 14880 RU
257 257 NR2510 20251015 ... 12105 11925 NR
258 258 NR2511 20251015 ... 12110 11990 NR
259 259 NR2512 20251015 ... 12085 11985 NR
260 260 NR2601 20251015 ... 12075 11995 NR
261 261 NR2602 20251015 ... 12055 11995 NR
262 262 NR2603 20251015 ... 12085 12020 NR
263 263 NR2604 20251015 ... 12050 12000 NR
264 264 NR2605 20251015 ... 12045 12020 NR
265 265 NR2606 20251015 ... 12110 12040 NR
266 266 NR2607 20251015 ... 12155 12115 NR
267 267 NR2608 20251015 ... 12090 12145 NR
268 268 NR2609 20251015 ... 12185 12250 NR
269 269 SP2510 20251015 ... 4812 4812 SP
270 270 SP2511 20251015 ... 4854 4840 SP
271 271 SP2512 20251015 ... 4878 4864 SP
272 272 SP2601 20251015 ... 5174 5160 SP
273 273 SP2602 20251015 ... 5188 5170 SP
274 274 SP2603 20251015 ... 5206 5194 SP
275 275 SP2604 20251015 ... 5226 5206 SP
276 276 SP2605 20251015 ... 5240 5226 SP
277 277 SP2606 20251015 ... 5252 5234 SP
278 278 SP2607 20251015 ... 5248 5234 SP
279 279 SP2608 20251015 ... 5248 5240 SP
280 280 SP2609 20251015 ... 5244 5238 SP
281 281 OP2601 20251015 ... 4214 4208 OP
282 282 OP2602 20251015 ... 4224 4224 OP
283 283 OP2603 20251015 ... 4216 4218 OP
284 284 OP2604 20251015 ... 4232 4240 OP
285 285 OP2605 20251015 ... 4236 4232 OP
286 286 OP2606 20251015 ... 4202 4202 OP
287 287 OP2607 20251015 ... 4242 4242 OP
288 288 OP2608 20251015 ... 4268 4274 OP
289 289 OP2609 20251015 ... 4220 4220 OP
290 290 EC2510 20251015 ... 1128.2 1134.4 EC
291 291 EC2512 20251015 ... 1713.4 1639 EC
292 292 EC2602 20251015 ... 1481.1 1416.6 EC
293 293 EC2604 20251015 ... 1148.9 1112.5 EC
294 294 EC2606 20251015 ... 1315.7 1286.2 EC
295 295 EC2608 20251015 ... 1458.2 1424.4 EC
296 296 SC_TAS2511 20251015 ... SC_TAS
297 297 SC_TAS2512 20251015 ... SC_TAS
298 298 SC_TAS2601 20251015 ... SC_TAS
299 299 SC_TAS2602 20251015 ... SC_TAS
[300 rows x 13 columns]
2025-10-16 18:26:37,099 - future_1d - INFO - ak.get_shfe_daily('2025-10-15') done
symbol date open ... settle pre_settle variety
0 IC2510 20251015 7196.600 ... 7272.000 7159.800 IC
1 IC2511 20251015 7090.800 ... 7190.400 7072.000 IC
2 IC2512 20251015 7068.000 ... 7134.400 7018.600 IC
3 IC2603 20251015 6880.000 ... 6972.000 6857.000 IC
4 IF2510 20251015 4544.000 ... 4596.400 4531.000 IF
5 IF2511 20251015 4532.200 ... 4583.800 4513.400 IF
6 IF2512 20251015 4522.000 ... 4572.600 4499.200 IF
7 IF2603 20251015 4496.000 ... 4551.200 4477.200 IF
8 IH2510 20251015 2967.000 ... 2996.800 2958.400 IH
9 IH2511 20251015 2964.200 ... 2994.000 2952.200 IH
10 IH2512 20251015 2968.000 ... 2995.000 2953.000 IH
11 IH2603 20251015 2965.200 ... 2996.000 2953.800 IH
12 IM2510 20251015 7377.800 ... 7451.600 7338.200 IM
13 IM2511 20251015 7260.000 ... 7357.600 7234.400 IM
14 IM2512 20251015 7194.800 ... 7273.800 7148.600 IM
15 IM2603 20251015 6949.000 ... 7054.200 6926.000 IM
16 T2512 20251015 108.105 ... 108.100 108.190 T
17 T2603 20251015 107.785 ... 107.780 107.880 T
18 T2606 20251015 107.660 ... 107.705 107.795 T
19 TF2512 20251015 105.740 ... 105.715 105.765 TF
20 TF2603 20251015 105.630 ... 105.610 105.650 TF
21 TF2606 20251015 105.575 ... 105.615 105.650 TF
22 TL2512 20251015 114.450 ... 114.480 114.740 TL
23 TL2603 20251015 113.940 ... 114.160 114.420 TL
24 TL2606 20251015 114.170 ... 114.100 114.360 TL
25 TS2512 20251015 102.382 ... 102.372 102.386 TS
26 TS2603 20251015 102.292 ... 102.274 102.292 TS
27 TS2606 20251015 102.312 ... 102.316 102.334 TS
[28 rows x 12 columns]
2025-10-16 18:26:37,235 - future_1d - INFO - ak.get_cffex_daily('2025-10-15') done
2025-10-16 18:26:38,997 - future_1d - INFO - save future_daily 2025-10-15 completed
symbol date open ... settle pre_settle variety
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2 SC2601 20251016 450 ... 446 445.5 SC
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5 SC2604 20251016 452.9 ... 448.3 448.5 SC
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7 SC2606 20251016 451.9 ... 449.9 450.1 SC
8 SC2607 20251016 453.3 ... 451.9 450 SC
9 SC2608 20251016 448 ... 452.2 450.6 SC
10 SC2609 20251016 453.2 ... 451.7 450.6 SC
11 SC2610 20251016 ... 449.7 449.7 SC
12 SC2612 20251016 451.8 ... 451.8 451.5 SC
13 SC2703 20251016 ... 450.7 448.6 SC
14 SC2706 20251016 ... 453.6 453.6 SC
15 SC2709 20251016 ... 450.2 449.9 SC
16 SC2712 20251016 450.6 ... 450.6 455 SC
17 SC2803 20251016 ... 449.9 449 SC
18 SC2806 20251016 456.9 ... 453.5 448 SC
19 SC2809 20251016 450 ... 451.8 448.9 SC
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22 LU2512 20251016 3175 ... 3163 3158 LU
23 LU2601 20251016 3179 ... 3163 3161 LU
24 LU2602 20251016 3182 ... 3166 3162 LU
25 LU2603 20251016 3197 ... 3165 3160 LU
26 LU2604 20251016 3191 ... 3176 3161 LU
27 LU2605 20251016 3190 ... 3184 3163 LU
28 LU2606 20251016 3190 ... 3192 3160 LU
29 LU2607 20251016 3191 ... 3191 3175 LU
30 LU2608 20251016 3197 ... 3192 3173 LU
31 LU2609 20251016 3197 ... 3192 3159 LU
32 LU2610 20251016 3182 ... 3185 3152 LU
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38 NR2603 20251016 12105 ... 12185 12085 NR
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41 NR2606 20251016 ... 12140 12110 NR
42 NR2607 20251016 12100 ... 12100 12155 NR
43 NR2608 20251016 ... 12090 12090 NR
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45 NR2610 20251016 ... 12185 12185 NR
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54 BC2606 20251016 ... 75880 75880 BC
55 BC2607 20251016 ... 76570 76570 BC
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57 BC2609 20251016 ... 76130 76130 BC
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61 EC2512 20251016 1690.1 ... 1663 1713.4 EC
62 EC2602 20251016 1452.5 ... 1427.9 1481.1 EC
63 EC2604 20251016 1133 ... 1114.5 1148.9 EC
64 EC2606 20251016 1306.6 ... 1283.7 1315.7 EC
65 EC2608 20251016 1440.4 ... 1418.2 1458.2 EC
68 SC_TAS2511 20251016 ... SC_TAS
69 SC_TAS2512 20251016 ... SC_TAS
70 SC_TAS2601 20251016 ... SC_TAS
71 SC_TAS2602 20251016 ... SC_TAS
[66 rows x 12 columns]
2025-10-16 18:26:44,766 - future_1d - INFO - ak.get_ine_daily('2025-10-16') done
symbol date open high ... turnover settle pre_settle variety
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231 ZC602 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC603 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC604 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC605 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC606 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC607 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC608 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC609 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC610 20251016 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-10-16 18:26:45,046 - future_1d - INFO - ak.get_czce_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 PS2510 20251016 0.0 ... 52555.0 50755.0 PS
1 PS2511 20251016 50690.0 ... 51755.0 50805.0 PS
2 PS2512 20251016 53160.0 ... 54225.0 53270.0 PS
3 PS2601 20251016 53280.0 ... 54180.0 53165.0 PS
4 PS2602 20251016 52830.0 ... 53995.0 52840.0 PS
5 PS2603 20251016 52705.0 ... 53925.0 52690.0 PS
6 PS2604 20251016 52790.0 ... 53825.0 52600.0 PS
7 PS2605 20251016 52985.0 ... 53700.0 52730.0 PS
8 PS2606 20251016 54475.0 ... 55560.0 54525.0 PS
9 PS2607 20251016 54050.0 ... 55495.0 54410.0 PS
10 PS2608 20251016 53775.0 ... 55065.0 54125.0 PS
11 PS2609 20251016 53780.0 ... 54750.0 53855.0 PS
13 SI2510 20251016 8620.0 ... 8615.0 8620.0 SI
14 SI2511 20251016 8555.0 ... 8575.0 8595.0 SI
15 SI2512 20251016 8955.0 ... 8955.0 8965.0 SI
16 SI2601 20251016 8885.0 ... 8895.0 8905.0 SI
17 SI2602 20251016 8915.0 ... 8890.0 8885.0 SI
18 SI2603 20251016 8890.0 ... 8895.0 8910.0 SI
19 SI2604 20251016 8880.0 ... 8920.0 8940.0 SI
20 SI2605 20251016 8880.0 ... 8925.0 8935.0 SI
21 SI2606 20251016 8940.0 ... 8930.0 8960.0 SI
22 SI2607 20251016 8950.0 ... 8950.0 8935.0 SI
23 SI2608 20251016 8895.0 ... 8965.0 8960.0 SI
24 SI2609 20251016 8950.0 ... 8965.0 8975.0 SI
27 LC2510 20251016 73600.0 ... 73660.0 73220.0 LC
28 LC2511 20251016 72820.0 ... 73820.0 73100.0 LC
29 LC2512 20251016 73000.0 ... 74080.0 73200.0 LC
30 LC2601 20251016 73200.0 ... 74060.0 73200.0 LC
31 LC2602 20251016 72720.0 ... 73780.0 73100.0 LC
32 LC2603 20251016 72800.0 ... 73820.0 72980.0 LC
33 LC2604 20251016 73540.0 ... 74340.0 73640.0 LC
34 LC2605 20251016 73500.0 ... 74320.0 73680.0 LC
35 LC2606 20251016 73580.0 ... 74200.0 73620.0 LC
36 LC2607 20251016 73320.0 ... 74220.0 73560.0 LC
37 LC2608 20251016 73980.0 ... 74460.0 73840.0 LC
38 LC2609 20251016 73820.0 ... 74460.0 73940.0 LC
[36 rows x 12 columns]
2025-10-16 18:26:45,164 - future_1d - INFO - ak.get_gfex_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 a2511 20251016 3971.00 ... 4000.00 3969.00 A
1 a2601 20251016 4002.00 ... 4020.00 3988.00 A
2 a2603 20251016 4001.00 ... 4022.00 3992.00 A
3 a2605 20251016 4026.00 ... 4053.00 4026.00 A
4 a2607 20251016 4032.00 ... 4049.00 4025.00 A
5 a2609 20251016 4033.00 ... 4053.00 4026.00 A
6 b2510 20251016 0.00 ... 3600.00 3600.00 B
7 b2511 20251016 3609.00 ... 3604.00 3603.00 B
8 b2512 20251016 3623.00 ... 3619.00 3614.00 B
9 b2601 20251016 3631.00 ... 3631.00 3624.00 B
10 b2602 20251016 3634.00 ... 3641.00 3632.00 B
11 b2603 20251016 3600.00 ... 3603.00 3594.00 B
12 b2604 20251016 3509.00 ... 3509.00 3508.00 B
13 b2605 20251016 3447.00 ... 3447.00 3442.00 B
14 b2606 20251016 3413.00 ... 3418.00 3414.00 B
15 b2607 20251016 3425.00 ... 3424.00 3420.00 B
16 b2608 20251016 3521.00 ... 3520.00 3516.00 B
17 b2609 20251016 3546.00 ... 3544.00 3536.00 B
18 bb2511 20251016 0.00 ... 144.50 144.50 BB
19 bb2601 20251016 147.35 ... 147.35 146.95 BB
20 bb2603 20251016 146.80 ... 146.90 147.10 BB
21 bb2605 20251016 0.00 ... 147.70 147.70 BB
22 bb2607 20251016 0.00 ... 152.40 152.60 BB
23 bb2609 20251016 0.00 ... 152.40 152.60 BB
24 bz2603 20251016 5595.00 ... 5589.00 5585.00 BZ
25 bz2604 20251016 5586.00 ... 5593.00 5576.00 BZ
26 bz2605 20251016 5586.00 ... 5571.00 5588.00 BZ
27 bz2606 20251016 5517.00 ... 5597.00 5573.00 BZ
28 bz2607 20251016 5530.00 ... 5530.00 5660.00 BZ
29 bz2608 20251016 0.00 ... 5601.00 5601.00 BZ
30 bz2609 20251016 0.00 ... 5695.00 5695.00 BZ
31 c2511 20251016 2107.00 ... 2106.00 2097.00 C
32 c2601 20251016 2124.00 ... 2131.00 2119.00 C
33 c2603 20251016 2157.00 ... 2161.00 2148.00 C
34 c2605 20251016 2218.00 ... 2227.00 2208.00 C
35 c2607 20251016 2232.00 ... 2240.00 2223.00 C
36 c2609 20251016 2247.00 ... 2255.00 2238.00 C
37 cs2511 20251016 2399.00 ... 2389.00 2390.00 CS
38 cs2601 20251016 2415.00 ... 2416.00 2407.00 CS
39 cs2603 20251016 2434.00 ... 2434.00 2427.00 CS
40 cs2605 20251016 2530.00 ... 2535.00 2521.00 CS
41 cs2607 20251016 2541.00 ... 2549.00 2532.00 CS
42 cs2609 20251016 2583.00 ... 2587.00 2570.00 CS
43 eb2510 20251016 0.00 ... 6442.00 6442.00 EB
44 eb2511 20251016 6550.00 ... 6524.00 6544.00 EB
45 eb2512 20251016 6611.00 ... 6552.00 6566.00 EB
46 eb2601 20251016 6622.00 ... 6597.00 6609.00 EB
47 eb2602 20251016 6686.00 ... 6648.00 6667.00 EB
48 eb2603 20251016 6737.00 ... 6711.00 6727.00 EB
49 eb2604 20251016 6764.00 ... 6741.00 6765.00 EB
50 eb2605 20251016 6804.00 ... 6714.00 6795.00 EB
51 eb2606 20251016 6837.00 ... 6809.00 6828.00 EB
52 eb2607 20251016 6881.00 ... 6836.00 6852.00 EB
53 eb2608 20251016 6815.00 ... 6840.00 6870.00 EB
54 eb2609 20251016 6851.00 ... 6896.00 6889.00 EB
55 eg2510 20251016 4086.00 ... 4092.00 4089.00 EG
56 eg2511 20251016 4094.00 ... 4071.00 4073.00 EG
57 eg2512 20251016 4059.00 ... 4053.00 4054.00 EG
58 eg2601 20251016 4057.00 ... 4056.00 4048.00 EG
59 eg2602 20251016 4060.00 ... 4082.00 4053.00 EG
60 eg2603 20251016 4071.00 ... 4073.00 4074.00 EG
61 eg2604 20251016 4124.00 ... 4150.00 4135.00 EG
62 eg2605 20251016 4138.00 ... 4144.00 4134.00 EG
63 eg2606 20251016 4123.00 ... 4159.00 4143.00 EG
64 eg2607 20251016 0.00 ... 4171.00 4171.00 EG
65 eg2608 20251016 4161.00 ... 4163.00 4170.00 EG
66 eg2609 20251016 4171.00 ... 4171.00 4202.00 EG
67 fb2510 20251016 0.00 ... 1252.00 1252.00 FB
68 fb2511 20251016 1253.50 ... 1253.50 1256.00 FB
69 fb2512 20251016 1255.00 ... 1255.50 1256.00 FB
70 fb2601 20251016 1262.50 ... 1263.00 1264.50 FB
71 fb2602 20251016 1265.00 ... 1264.00 1270.50 FB
72 fb2603 20251016 1262.50 ... 1260.00 1264.50 FB
73 fb2604 20251016 1263.00 ... 1261.50 1264.50 FB
74 fb2605 20251016 0.00 ... 1288.50 1288.50 FB
75 fb2606 20251016 0.00 ... 1276.50 1276.50 FB
76 fb2607 20251016 0.00 ... 1302.50 1302.50 FB
77 fb2608 20251016 0.00 ... 1308.00 1308.00 FB
78 fb2609 20251016 0.00 ... 1296.00 1296.00 FB
79 i2510 20251016 0.00 ... 806.00 806.00 I
80 i2511 20251016 796.50 ... 790.50 798.00 I
81 i2512 20251016 790.50 ... 784.00 792.00 I
82 i2601 20251016 780.00 ... 772.50 780.50 I
83 i2602 20251016 775.50 ... 770.50 779.50 I
84 i2603 20251016 772.50 ... 765.50 773.50 I
85 i2604 20251016 767.00 ... 761.00 768.50 I
86 i2605 20251016 757.00 ... 750.50 759.00 I
87 i2606 20251016 751.50 ... 745.50 753.00 I
88 i2607 20251016 747.00 ... 741.00 748.50 I
89 i2608 20251016 742.50 ... 736.00 743.00 I
90 i2609 20251016 734.00 ... 729.50 736.50 I
91 j2510 20251016 0.00 ... 1600.00 1600.00 J
92 j2511 20251016 1581.50 ... 1588.00 1578.00 J
93 j2512 20251016 1611.50 ... 1611.00 1607.00 J
94 j2601 20251016 1642.00 ... 1649.00 1635.50 J
95 j2602 20251016 1670.50 ... 1674.50 1663.00 J
96 j2603 20251016 1690.50 ... 1714.50 1676.50 J
97 j2604 20251016 1774.50 ... 1765.50 1762.50 J
98 j2605 20251016 1800.00 ... 1797.00 1781.50 J
99 j2606 20251016 1805.00 ... 1820.50 1814.00 J
100 j2607 20251016 0.00 ... 1833.50 1833.50 J
101 j2608 20251016 0.00 ... 1865.00 1865.00 J
102 j2609 20251016 1870.50 ... 1876.00 1864.50 J
103 jd2510 20251016 2790.00 ... 2750.00 2708.00 JD
104 jd2511 20251016 2856.00 ... 2834.00 2848.00 JD
105 jd2512 20251016 3013.00 ... 2990.00 3021.00 JD
106 jd2601 20251016 3203.00 ... 3180.00 3209.00 JD
107 jd2602 20251016 3027.00 ... 3000.00 3026.00 JD
108 jd2603 20251016 3037.00 ... 3015.00 3037.00 JD
109 jd2604 20251016 3156.00 ... 3137.00 3157.00 JD
110 jd2605 20251016 3346.00 ... 3342.00 3343.00 JD
111 jd2606 20251016 3234.00 ... 3233.00 3233.00 JD
112 jd2607 20251016 3474.00 ... 3482.00 3471.00 JD
113 jd2608 20251016 3973.00 ... 3966.00 3966.00 JD
114 jd2609 20251016 3868.00 ... 3862.00 3867.00 JD
115 jm2510 20251016 0.00 ... 999.00 999.00 JM
116 jm2511 20251016 1034.00 ... 1057.00 1024.00 JM
117 jm2512 20251016 1088.00 ... 1098.50 1080.50 JM
118 jm2601 20251016 1155.00 ... 1162.00 1147.00 JM
119 jm2602 20251016 1181.00 ... 1188.00 1172.50 JM
120 jm2603 20251016 1198.00 ... 1208.50 1190.00 JM
121 jm2604 20251016 1214.00 ... 1227.00 1204.50 JM
122 jm2605 20251016 1236.50 ... 1244.00 1222.00 JM
123 jm2606 20251016 1241.50 ... 1267.00 1241.50 JM
124 jm2607 20251016 1274.50 ... 1282.00 1262.50 JM
125 jm2608 20251016 1282.50 ... 1303.00 1284.50 JM
126 jm2609 20251016 1315.00 ... 1327.50 1305.00 JM
127 l2510 20251016 0.00 ... 6856.00 6856.00 L
128 l2511 20251016 6898.00 ... 6889.00 6895.00 L
129 l2512 20251016 6912.00 ... 6899.00 6906.00 L
130 l2601 20251016 6912.00 ... 6907.00 6908.00 L
131 l2602 20251016 6923.00 ... 6911.00 6910.00 L
132 l2603 20251016 6945.00 ... 6926.00 6931.00 L
133 l2604 20251016 6943.00 ... 6961.00 6940.00 L
134 l2605 20251016 6957.00 ... 6947.00 6940.00 L
135 l2606 20251016 6961.00 ... 6960.00 6947.00 L
136 l2607 20251016 6954.00 ... 6977.00 6975.00 L
137 l2608 20251016 6958.00 ... 6991.00 6994.00 L
138 l2609 20251016 6978.00 ... 6983.00 6969.00 L
139 lg2511 20251016 798.00 ... 796.00 792.50 LG
140 lg2601 20251016 820.00 ... 823.50 821.00 LG
141 lg2603 20251016 829.50 ... 829.50 828.00 LG
142 lg2605 20251016 827.50 ... 830.00 829.50 LG
143 lg2607 20251016 828.00 ... 829.50 830.00 LG
144 lg2609 20251016 0.00 ... 831.50 830.00 LG
145 lh2511 20251016 11430.00 ... 11300.00 11485.00 LH
146 lh2601 20251016 12175.00 ... 11975.00 12300.00 LH
147 lh2603 20251016 11665.00 ... 11565.00 11735.00 LH
148 lh2605 20251016 12300.00 ... 12185.00 12335.00 LH
149 lh2607 20251016 13180.00 ... 12990.00 13170.00 LH
150 lh2609 20251016 13900.00 ... 13805.00 13925.00 LH
151 m2511 20251016 2885.00 ... 2893.00 2894.00 M
152 m2512 20251016 2932.00 ... 2931.00 2930.00 M
153 m2601 20251016 2913.00 ... 2915.00 2914.00 M
154 m2603 20251016 2897.00 ... 2896.00 2893.00 M
155 m2605 20251016 2738.00 ... 2741.00 2737.00 M
156 m2607 20251016 2723.00 ... 2725.00 2721.00 M
157 m2608 20251016 2848.00 ... 2848.00 2845.00 M
158 m2609 20251016 2859.00 ... 2854.00 2850.00 M
159 p2510 20251016 0.00 ... 9120.00 9120.00 P
160 p2511 20251016 9242.00 ... 9236.00 9210.00 P
161 p2512 20251016 9280.00 ... 9278.00 9262.00 P
162 p2601 20251016 9330.00 ... 9326.00 9316.00 P
163 p2602 20251016 9326.00 ... 9328.00 9330.00 P
164 p2603 20251016 9342.00 ... 9336.00 9322.00 P
165 p2604 20251016 9306.00 ... 9322.00 9290.00 P
166 p2605 20251016 9246.00 ... 9256.00 9228.00 P
167 p2606 20251016 9158.00 ... 9168.00 9142.00 P
168 p2607 20251016 9064.00 ... 9078.00 9056.00 P
169 p2608 20251016 9000.00 ... 9000.00 8976.00 P
170 p2609 20251016 8930.00 ... 8952.00 8896.00 P
171 pg2510 20251016 4350.00 ... 4340.00 4248.00 PG
172 pg2511 20251016 4165.00 ... 4199.00 4141.00 PG
173 pg2512 20251016 4030.00 ... 4079.00 3993.00 PG
174 pg2601 20251016 3947.00 ... 3987.00 3908.00 PG
175 pg2602 20251016 3868.00 ... 3897.00 3836.00 PG
176 pg2603 20251016 3783.00 ... 3818.00 3757.00 PG
177 pg2604 20251016 4164.00 ... 4193.00 4152.00 PG
178 pg2605 20251016 4086.00 ... 4113.00 4067.00 PG
179 pg2606 20251016 4020.00 ... 4053.00 4006.00 PG
180 pg2607 20251016 3958.00 ... 3980.00 3950.00 PG
181 pg2608 20251016 3938.00 ... 3944.00 3905.00 PG
182 pg2609 20251016 3879.00 ... 3869.00 3848.00 PG
183 pp2510 20251016 6482.00 ... 6482.00 6482.00 PP
184 pp2511 20251016 6539.00 ... 6524.00 6519.00 PP
185 pp2512 20251016 6572.00 ... 6571.00 6562.00 PP
186 pp2601 20251016 6597.00 ... 6598.00 6590.00 PP
187 pp2602 20251016 6584.00 ... 6594.00 6585.00 PP
188 pp2603 20251016 6594.00 ... 6587.00 6593.00 PP
189 pp2604 20251016 6630.00 ... 6641.00 6611.00 PP
190 pp2605 20251016 6653.00 ... 6643.00 6642.00 PP
191 pp2606 20251016 6622.00 ... 6609.00 6612.00 PP
192 pp2607 20251016 6608.00 ... 6591.00 6603.00 PP
193 pp2608 20251016 6621.00 ... 6639.00 6628.00 PP
194 pp2609 20251016 6680.00 ... 6666.00 6673.00 PP
195 rr2510 20251016 0.00 ... 3635.00 3635.00 RR
196 rr2511 20251016 3624.00 ... 3615.00 3614.00 RR
197 rr2512 20251016 3607.00 ... 3606.00 3608.00 RR
198 rr2601 20251016 3627.00 ... 3626.00 3626.00 RR
199 rr2602 20251016 3617.00 ... 3614.00 3612.00 RR
200 rr2603 20251016 3613.00 ... 3612.00 3613.00 RR
201 rr2604 20251016 3615.00 ... 3615.00 3613.00 RR
202 rr2605 20251016 3609.00 ... 3609.00 3609.00 RR
203 rr2606 20251016 3610.00 ... 3606.00 3603.00 RR
204 rr2607 20251016 3617.00 ... 3611.00 3624.00 RR
205 rr2608 20251016 3601.00 ... 3601.00 3605.00 RR
206 rr2609 20251016 3608.00 ... 3608.00 3616.00 RR
207 v2510 20251016 4545.00 ... 4543.00 4561.00 V
208 v2511 20251016 4593.00 ... 4581.00 4593.00 V
209 v2512 20251016 4646.00 ... 4625.00 4635.00 V
210 v2601 20251016 4673.00 ... 4667.00 4680.00 V
211 v2602 20251016 4725.00 ... 4709.00 4727.00 V
212 v2603 20251016 4752.00 ... 4742.00 4758.00 V
213 v2604 20251016 4953.00 ... 4932.00 4953.00 V
214 v2605 20251016 4996.00 ... 4981.00 4993.00 V
215 v2606 20251016 5007.00 ... 5007.00 5028.00 V
216 v2607 20251016 5039.00 ... 5042.00 5067.00 V
217 v2608 20251016 5087.00 ... 5087.00 5102.00 V
218 v2609 20251016 5130.00 ... 5124.00 5129.00 V
219 y2511 20251016 8254.00 ... 8248.00 8246.00 Y
220 y2512 20251016 8290.00 ... 8294.00 8280.00 Y
221 y2601 20251016 8250.00 ... 8252.00 8244.00 Y
222 y2603 20251016 8196.00 ... 8214.00 8198.00 Y
223 y2605 20251016 8050.00 ... 8054.00 8040.00 Y
224 y2607 20251016 8006.00 ... 8004.00 7982.00 Y
225 y2608 20251016 8014.00 ... 8010.00 7968.00 Y
226 y2609 20251016 7966.00 ... 7966.00 7946.00 Y
[227 rows x 12 columns]
2025-10-16 18:26:45,929 - future_1d - INFO - ak.get_dce_daily('2025-10-16') done
index symbol date ... settle pre_settle variety
0 0 CU2511 20251016 ... 85040 84960 CU
1 1 CU2512 20251016 ... 85060 85000 CU
2 2 CU2601 20251016 ... 85010 84840 CU
3 3 CU2602 20251016 ... 84870 84750 CU
4 4 CU2603 20251016 ... 84830 84570 CU
5 5 CU2604 20251016 ... 84800 84860 CU
6 6 CU2605 20251016 ... 84710 84510 CU
7 7 CU2606 20251016 ... 84690 84560 CU
8 8 CU2607 20251016 ... 84460 84370 CU
9 9 CU2608 20251016 ... 84470 84550 CU
10 10 CU2609 20251016 ... 84310 84340 CU
11 11 CU2610 20251016 ... 84110 84340 CU
12 12 BC2511 20251016 ... 75500 75490 BC
13 13 BC2512 20251016 ... 75590 75350 BC
14 14 BC2601 20251016 ... 76570 76860 BC
15 15 BC2602 20251016 ... 75800 75800 BC
16 16 BC2603 20251016 ... 75870 75870 BC
17 17 BC2604 20251016 ... 76520 76520 BC
18 18 BC2605 20251016 ... 75900 75900 BC
19 19 BC2606 20251016 ... 75880 75880 BC
20 20 BC2607 20251016 ... 76570 76570 BC
21 21 BC2608 20251016 ... 75800 75800 BC
22 22 BC2609 20251016 ... 76130 76130 BC
23 23 BC2610 20251016 ... 76130 76130 BC
24 24 AL2511 20251016 ... 20910 20875 AL
25 25 AL2512 20251016 ... 20935 20895 AL
26 26 AL2601 20251016 ... 20940 20900 AL
27 27 AL2602 20251016 ... 20935 20890 AL
28 28 AL2603 20251016 ... 20955 20885 AL
29 29 AL2604 20251016 ... 20985 20910 AL
30 30 AL2605 20251016 ... 20990 20915 AL
31 31 AL2606 20251016 ... 21010 20890 AL
32 32 AL2607 20251016 ... 20970 20925 AL
33 33 AL2608 20251016 ... 20990 20930 AL
34 34 AL2609 20251016 ... 20970 20940 AL
35 35 AL2610 20251016 ... 20985 20940 AL
36 36 ZN2511 20251016 ... 21950 21995 ZN
37 37 ZN2512 20251016 ... 21980 22035 ZN
38 38 ZN2601 20251016 ... 22015 22065 ZN
39 39 ZN2602 20251016 ... 22050 22090 ZN
40 40 ZN2603 20251016 ... 22080 22125 ZN
41 41 ZN2604 20251016 ... 22120 22150 ZN
42 42 ZN2605 20251016 ... 22140 22180 ZN
43 43 ZN2606 20251016 ... 22175 22215 ZN
44 44 ZN2607 20251016 ... 22175 22200 ZN
45 45 ZN2608 20251016 ... 22225 22220 ZN
46 46 ZN2609 20251016 ... 22255 22275 ZN
47 47 ZN2610 20251016 ... 22100 22275 ZN
48 48 PB2511 20251016 ... 17115 17055 PB
49 49 PB2512 20251016 ... 17135 17085 PB
50 50 PB2601 20251016 ... 17135 17085 PB
51 51 PB2602 20251016 ... 17120 16990 PB
52 52 PB2603 20251016 ... 17170 17105 PB
53 53 PB2604 20251016 ... 17190 17190 PB
54 54 PB2605 20251016 ... 17230 17145 PB
55 55 PB2606 20251016 ... 17230 17195 PB
56 56 PB2607 20251016 ... 17160 17160 PB
57 57 PB2608 20251016 ... 17245 17200 PB
58 58 PB2609 20251016 ... 17255 17235 PB
59 59 PB2610 20251016 ... 17235 17235 PB
60 60 NI2511 20251016 ... 120920 121020 NI
61 61 NI2512 20251016 ... 121070 121170 NI
62 62 NI2601 20251016 ... 121290 121390 NI
63 63 NI2602 20251016 ... 121520 121600 NI
64 64 NI2603 20251016 ... 121790 121920 NI
65 65 NI2604 20251016 ... 122050 122100 NI
66 66 NI2605 20251016 ... 122200 122360 NI
67 67 NI2606 20251016 ... 122390 122570 NI
68 68 NI2607 20251016 ... 122720 122850 NI
69 69 NI2608 20251016 ... 123000 123210 NI
70 70 NI2609 20251016 ... 123310 123450 NI
71 71 NI2610 20251016 ... 123480 123450 NI
72 72 SN2511 20251016 ... 280030 280410 SN
73 73 SN2512 20251016 ... 280450 280740 SN
74 74 SN2601 20251016 ... 280580 281030 SN
75 75 SN2602 20251016 ... 280680 280790 SN
76 76 SN2603 20251016 ... 280540 280770 SN
77 77 SN2604 20251016 ... 280560 280770 SN
78 78 SN2605 20251016 ... 280280 280720 SN
79 79 SN2606 20251016 ... 280690 281340 SN
80 80 SN2607 20251016 ... 281020 280840 SN
81 81 SN2608 20251016 ... 281860 281330 SN
82 82 SN2609 20251016 ... 282990 282990 SN
83 83 SN2610 20251016 ... 282070 282990 SN
84 84 AO2511 20251016 ... 2763 2776 AO
85 85 AO2512 20251016 ... 2773 2788 AO
86 86 AO2601 20251016 ... 2784 2799 AO
87 87 AO2602 20251016 ... 2806 2818 AO
88 88 AO2603 20251016 ... 2878 2889 AO
89 89 AO2604 20251016 ... 2894 2901 AO
90 90 AO2605 20251016 ... 2900 2910 AO
91 91 AO2606 20251016 ... 2914 2922 AO
92 92 AO2607 20251016 ... 2923 2930 AO
93 93 AO2608 20251016 ... 2932 2945 AO
94 94 AO2609 20251016 ... 2949 2960 AO
95 95 AO2610 20251016 ... 2946 2960 AO
96 96 AD2511 20251016 ... 20370 20330 AD
97 97 AD2512 20251016 ... 20435 20400 AD
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99 99 AD2602 20251016 ... 20460 20425 AD
100 100 AD2603 20251016 ... 20420 20420 AD
101 101 AD2604 20251016 ... 20420 20405 AD
102 102 AD2605 20251016 ... 20405 20340 AD
103 103 AD2606 20251016 ... 20300 20300 AD
104 104 AD2607 20251016 ... 20270 20270 AD
105 105 AD2608 20251016 ... 20495 20495 AD
106 106 AD2609 20251016 ... 20495 20495 AD
107 107 AD2610 20251016 ... 20495 20495 AD
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109 109 AU2512 20251016 ... 963 948.92 AU
110 110 AU2601 20251016 ... 966.54 948.92 AU
111 111 AU2602 20251016 ... 965.94 952.1 AU
112 112 AU2604 20251016 ... 967.76 953.3 AU
113 113 AU2606 20251016 ... 970.88 957.1 AU
114 114 AU2608 20251016 ... 973.76 958.84 AU
115 115 AU2610 20251016 ... 976.74 961.32 AU
116 116 AG2511 20251016 ... 12004 11689 AG
117 117 AG2512 20251016 ... 12002 11675 AG
118 118 AG2601 20251016 ... 12009 11677 AG
119 119 AG2602 20251016 ... 12026 11708 AG
120 120 AG2603 20251016 ... 12045 11700 AG
121 121 AG2604 20251016 ... 12045 11712 AG
122 122 AG2605 20251016 ... 12055 11712 AG
123 123 AG2606 20251016 ... 12077 11756 AG
124 124 AG2607 20251016 ... 12085 11765 AG
125 125 AG2608 20251016 ... 12095 11754 AG
126 126 AG2609 20251016 ... 12125 11808 AG
127 127 AG2610 20251016 ... 12147 11808 AG
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129 129 RB2512 20251016 ... 3017 3031 RB
130 130 RB2601 20251016 ... 3036 3044 RB
131 131 RB2602 20251016 ... 3043 3049 RB
132 132 RB2603 20251016 ... 3064 3074 RB
133 133 RB2604 20251016 ... 3079 3096 RB
134 134 RB2605 20251016 ... 3087 3099 RB
135 135 RB2606 20251016 ... 3103 3114 RB
136 136 RB2607 20251016 ... 3111 3136 RB
137 137 RB2608 20251016 ... 3122 3134 RB
138 138 RB2609 20251016 ... 3129 3143 RB
139 139 RB2610 20251016 ... 3134 3143 RB
140 140 WR2511 20251016 ... 3270 3270 WR
141 141 WR2512 20251016 ... 3353 3353 WR
142 142 WR2601 20251016 ... 3336 3342 WR
143 143 WR2602 20251016 ... 3383 3370 WR
144 144 WR2603 20251016 ... 3361 3361 WR
145 145 WR2604 20251016 ... 3369 3369 WR
146 146 WR2605 20251016 ... 3365 3364 WR
147 147 WR2606 20251016 ... 3363 3363 WR
148 148 WR2607 20251016 ... 3416 3416 WR
149 149 WR2608 20251016 ... 3461 3431 WR
150 150 WR2609 20251016 ... 3430 3430 WR
151 151 WR2610 20251016 ... 3430 3430 WR
152 152 HC2511 20251016 ... 3255 3282 HC
153 153 HC2512 20251016 ... 3249 3254 HC
154 154 HC2601 20251016 ... 3209 3225 HC
155 155 HC2602 20251016 ... 3215 3223 HC
156 156 HC2603 20251016 ... 3215 3233 HC
157 157 HC2604 20251016 ... 3215 3228 HC
158 158 HC2605 20251016 ... 3220 3235 HC
159 159 HC2606 20251016 ... 3226 3237 HC
160 160 HC2607 20251016 ... 3228 3245 HC
161 161 HC2608 20251016 ... 3231 3253 HC
162 162 HC2609 20251016 ... 3240 3259 HC
163 163 HC2610 20251016 ... 3240 3259 HC
164 164 SS2511 20251016 ... 12515 12525 SS
165 165 SS2512 20251016 ... 12545 12555 SS
166 166 SS2601 20251016 ... 12635 12655 SS
167 167 SS2602 20251016 ... 12690 12715 SS
168 168 SS2603 20251016 ... 12760 12795 SS
169 169 SS2604 20251016 ... 12845 12870 SS
170 170 SS2605 20251016 ... 12910 12925 SS
171 171 SS2606 20251016 ... 12960 13000 SS
172 172 SS2607 20251016 ... 13000 13035 SS
173 173 SS2608 20251016 ... 13080 13095 SS
174 174 SS2609 20251016 ... 13120 13170 SS
175 175 SS2610 20251016 ... 13210 13170 SS
176 176 SC2511 20251016 ... 443.2 443.2 SC
177 177 SC2512 20251016 ... 445.6 444.9 SC
178 178 SC2601 20251016 ... 446 445.5 SC
179 179 SC2602 20251016 ... 446.7 445.9 SC
180 180 SC2603 20251016 ... 447.3 447.3 SC
181 181 SC2604 20251016 ... 448.3 448.5 SC
182 182 SC2605 20251016 ... 449.4 448.9 SC
183 183 SC2606 20251016 ... 449.9 450.1 SC
184 184 SC2607 20251016 ... 451.9 450 SC
185 185 SC2608 20251016 ... 452.2 450.6 SC
186 186 SC2609 20251016 ... 451.7 450.6 SC
187 187 SC2610 20251016 ... 449.7 449.7 SC
188 188 SC2612 20251016 ... 451.8 451.5 SC
189 189 SC2703 20251016 ... 450.7 448.6 SC
190 190 SC2706 20251016 ... 453.6 453.6 SC
191 191 SC2709 20251016 ... 450.2 449.9 SC
192 192 SC2712 20251016 ... 450.6 455 SC
193 193 SC2803 20251016 ... 449.9 449 SC
194 194 SC2806 20251016 ... 453.5 448 SC
195 195 SC2809 20251016 ... 451.8 448.9 SC
196 196 LU2511 20251016 ... 3147 3141 LU
197 197 LU2512 20251016 ... 3163 3158 LU
198 198 LU2601 20251016 ... 3163 3161 LU
199 199 LU2602 20251016 ... 3166 3162 LU
200 200 LU2603 20251016 ... 3165 3160 LU
201 201 LU2604 20251016 ... 3176 3161 LU
202 202 LU2605 20251016 ... 3184 3163 LU
203 203 LU2606 20251016 ... 3192 3160 LU
204 204 LU2607 20251016 ... 3191 3175 LU
205 205 LU2608 20251016 ... 3192 3173 LU
206 206 LU2609 20251016 ... 3192 3159 LU
207 207 LU2610 20251016 ... 3185 3152 LU
208 208 FU2511 20251016 ... 2761 2725 FU
209 209 FU2512 20251016 ... 2718 2685 FU
210 210 FU2601 20251016 ... 2694 2669 FU
211 211 FU2602 20251016 ... 2675 2652 FU
212 212 FU2603 20251016 ... 2666 2649 FU
213 213 FU2604 20251016 ... 2663 2647 FU
214 214 FU2605 20251016 ... 2657 2641 FU
215 215 FU2606 20251016 ... 2647 2634 FU
216 216 FU2607 20251016 ... 2642 2626 FU
217 217 FU2608 20251016 ... 2612 2600 FU
218 218 FU2609 20251016 ... 2606 2594 FU
219 219 FU2610 20251016 ... 2595 2584 FU
220 220 BU2511 20251016 ... 3265 3261 BU
221 221 BU2512 20251016 ... 3191 3185 BU
222 222 BU2601 20251016 ... 3161 3149 BU
223 223 BU2602 20251016 ... 3171 3157 BU
224 224 BU2603 20251016 ... 3195 3180 BU
225 225 BU2604 20251016 ... 3199 3188 BU
226 226 BU2605 20251016 ... 3202 3194 BU
227 227 BU2606 20251016 ... 3206 3199 BU
228 228 BU2607 20251016 ... 3213 3222 BU
229 229 BU2608 20251016 ... 3202 3202 BU
230 230 BU2609 20251016 ... 3208 3202 BU
231 231 BU2610 20251016 ... 3187 3202 BU
232 232 BU2612 20251016 ... 3149 3148 BU
233 233 BU2703 20251016 ... 3154 3161 BU
234 234 BU2706 20251016 ... 3168 3168 BU
235 235 BU2709 20251016 ... 3171 3172 BU
236 236 BR2511 20251016 ... 11005 10805 BR
237 237 BR2512 20251016 ... 10930 10745 BR
238 238 BR2601 20251016 ... 10930 10740 BR
239 239 BR2602 20251016 ... 10925 10755 BR
240 240 BR2603 20251016 ... 10890 10760 BR
241 241 BR2604 20251016 ... 10875 10795 BR
242 242 BR2605 20251016 ... 10915 10800 BR
243 243 BR2606 20251016 ... 10980 10865 BR
244 244 BR2607 20251016 ... 11065 11025 BR
245 245 BR2608 20251016 ... 11080 11040 BR
246 246 BR2609 20251016 ... 11180 11080 BR
247 247 BR2610 20251016 ... 11080 11080 BR
248 248 RU2511 20251016 ... 14105 14095 RU
249 249 RU2601 20251016 ... 14845 14850 RU
250 250 RU2603 20251016 ... 14820 14835 RU
251 251 RU2604 20251016 ... 14885 14860 RU
252 252 RU2605 20251016 ... 14830 14855 RU
253 253 RU2606 20251016 ... 14815 14865 RU
254 254 RU2607 20251016 ... 14885 14905 RU
255 255 RU2608 20251016 ... 14865 14915 RU
256 256 RU2609 20251016 ... 14825 14905 RU
257 257 RU2610 20251016 ... 14810 14905 RU
258 258 NR2511 20251016 ... 12295 12110 NR
259 259 NR2512 20251016 ... 12245 12085 NR
260 260 NR2601 20251016 ... 12215 12075 NR
261 261 NR2602 20251016 ... 12195 12055 NR
262 262 NR2603 20251016 ... 12185 12085 NR
263 263 NR2604 20251016 ... 12145 12050 NR
264 264 NR2605 20251016 ... 12165 12045 NR
265 265 NR2606 20251016 ... 12140 12110 NR
266 266 NR2607 20251016 ... 12100 12155 NR
267 267 NR2608 20251016 ... 12090 12090 NR
268 268 NR2609 20251016 ... 12180 12185 NR
269 269 NR2610 20251016 ... 12185 12185 NR
270 270 SP2511 20251016 ... 4850 4854 SP
271 271 SP2512 20251016 ... 4874 4878 SP
272 272 SP2601 20251016 ... 5154 5174 SP
273 273 SP2602 20251016 ... 5168 5188 SP
274 274 SP2603 20251016 ... 5188 5206 SP
275 275 SP2604 20251016 ... 5196 5226 SP
276 276 SP2605 20251016 ... 5220 5240 SP
277 277 SP2606 20251016 ... 5228 5252 SP
278 278 SP2607 20251016 ... 5220 5248 SP
279 279 SP2608 20251016 ... 5234 5248 SP
280 280 SP2609 20251016 ... 5220 5244 SP
281 281 SP2610 20251016 ... 5244 5244 SP
282 282 OP2601 20251016 ... 4210 4214 OP
283 283 OP2602 20251016 ... 4224 4224 OP
284 284 OP2603 20251016 ... 4216 4216 OP
285 285 OP2604 20251016 ... 4232 4232 OP
286 286 OP2605 20251016 ... 4216 4236 OP
287 287 OP2606 20251016 ... 4184 4202 OP
288 288 OP2607 20251016 ... 4242 4242 OP
289 289 OP2608 20251016 ... 4268 4268 OP
290 290 OP2609 20251016 ... 4220 4220 OP
291 291 OP2610 20251016 ... 4220 4220 OP
292 292 EC2510 20251016 ... 1112 1128.2 EC
293 293 EC2512 20251016 ... 1663 1713.4 EC
294 294 EC2602 20251016 ... 1427.9 1481.1 EC
295 295 EC2604 20251016 ... 1114.5 1148.9 EC
296 296 EC2606 20251016 ... 1283.7 1315.7 EC
297 297 EC2608 20251016 ... 1418.2 1458.2 EC
298 298 SC_TAS2511 20251016 ... SC_TAS
299 299 SC_TAS2512 20251016 ... SC_TAS
300 300 SC_TAS2601 20251016 ... SC_TAS
301 301 SC_TAS2602 20251016 ... SC_TAS
[302 rows x 13 columns]
2025-10-16 18:26:46,041 - future_1d - INFO - ak.get_shfe_daily('2025-10-16') done
symbol date open ... settle pre_settle variety
0 IC2510 20251016 7242.200 ... 7212.600 7272.000 IC
1 IC2511 20251016 7183.200 ... 7111.800 7190.400 IC
2 IC2512 20251016 7123.000 ... 7046.600 7134.400 IC
3 IC2603 20251016 6957.800 ... 6881.600 6972.000 IC
4 IF2510 20251016 4596.400 ... 4611.200 4596.400 IF
5 IF2511 20251016 4573.000 ... 4596.800 4583.800 IF
6 IF2512 20251016 4561.000 ... 4585.800 4572.600 IF
7 IF2603 20251016 4546.400 ... 4564.200 4551.200 IF
8 IH2510 20251016 2994.600 ... 3018.000 2996.800 IH
9 IH2511 20251016 2994.200 ... 3017.200 2994.000 IH
10 IH2512 20251016 2991.000 ... 3017.400 2995.000 IH
11 IH2603 20251016 2989.600 ... 3016.800 2996.000 IH
12 IM2510 20251016 7440.400 ... 7394.000 7451.600 IM
13 IM2511 20251016 7334.000 ... 7276.800 7357.600 IM
14 IM2512 20251016 7255.000 ... 7190.600 7273.800 IM
15 IM2603 20251016 7040.000 ... 6971.400 7054.200 IM
16 T2512 20251016 108.115 ... 108.160 108.100 T
17 T2603 20251016 107.800 ... 107.865 107.780 T
18 T2606 20251016 107.720 ... 107.775 107.705 T
19 TF2512 20251016 105.710 ... 105.705 105.715 TF
20 TF2603 20251016 105.640 ... 105.610 105.610 TF
21 TF2606 20251016 105.610 ... 105.630 105.615 TF
22 TL2512 20251016 114.660 ... 115.020 114.480 TL
23 TL2603 20251016 114.450 ... 114.720 114.160 TL
24 TL2606 20251016 114.280 ... 114.590 114.100 TL
25 TS2512 20251016 102.382 ... 102.368 102.372 TS
26 TS2603 20251016 102.276 ... 102.280 102.274 TS
27 TS2606 20251016 102.316 ... 102.316 102.316 TS
[28 rows x 12 columns]
2025-10-16 18:26:46,175 - future_1d - INFO - ak.get_cffex_daily('2025-10-16') done
2025-10-16 18:26:47,937 - future_1d - INFO - save future_daily 2025-10-16 completed