181 181 SC2604 20250821 ... 482.9 478.3 SC
182 182 SC2605 20250821 ... 480.7 479.2 SC
183 183 SC2606 20250821 ... 480.7 476.3 SC
184 184 SC2607 20250821 ... 480.4 474.8 SC
185 185 SC2608 20250821 ... 481.1 472.8 SC
186 186 SC2609 20250821 ... 473.4 473.4 SC
187 187 SC2612 20250821 ... 476.1 476.1 SC
188 188 SC2703 20250821 ... 468 464.2 SC
189 189 SC2706 20250821 ... 469.2 461.7 SC
190 190 SC2709 20250821 ... 470 462.8 SC
191 191 SC2712 20250821 ... 471.8 458.9 SC
192 192 SC2803 20250821 ... 469.9 458.9 SC
193 193 SC2806 20250821 ... 460.1 454.3 SC
194 194 LU2509 20250821 ... 3441 3425 LU
195 195 LU2510 20250821 ... 3460 3452 LU
196 196 LU2511 20250821 ... 3461 3442 LU
197 197 LU2512 20250821 ... 3445 3424 LU
198 198 LU2601 20250821 ... 3423 3404 LU
199 199 LU2602 20250821 ... 3415 3389 LU
200 200 LU2603 20250821 ... 3411 3393 LU
201 201 LU2604 20250821 ... 3372 3372 LU
202 202 LU2605 20250821 ... 3401 3375 LU
203 203 LU2606 20250821 ... 3399 3383 LU
204 204 LU2607 20250821 ... 3398 3380 LU
205 205 LU2608 20250821 ... 3400 3367 LU
206 206 FU2509 20250821 ... 2682 2677 FU
207 207 FU2510 20250821 ... 2712 2701 FU
208 208 FU2511 20250821 ... 2716 2705 FU
209 209 FU2512 20250821 ... 2716 2705 FU
210 210 FU2601 20250821 ... 2718 2705 FU
211 211 FU2602 20250821 ... 2717 2707 FU
212 212 FU2603 20250821 ... 2720 2707 FU
213 213 FU2604 20250821 ... 2718 2711 FU
214 214 FU2605 20250821 ... 2717 2705 FU
215 215 FU2606 20250821 ... 2714 2703 FU
216 216 FU2607 20250821 ... 2695 2684 FU
217 217 FU2608 20250821 ... 2683 2676 FU
218 218 BU2509 20250821 ... 3491 3487 BU
219 219 BU2510 20250821 ... 3455 3452 BU
220 220 BU2511 20250821 ... 3408 3404 BU
221 221 BU2512 20250821 ... 3362 3352 BU
222 222 BU2601 20250821 ... 3325 3317 BU
223 223 BU2602 20250821 ... 3329 3314 BU
224 224 BU2603 20250821 ... 3313 3313 BU
225 225 BU2604 20250821 ... 3316 3314 BU
226 226 BU2605 20250821 ... 3317 3312 BU
227 227 BU2606 20250821 ... 3325 3303 BU
228 228 BU2607 20250821 ... 3330 3300 BU
229 229 BU2608 20250821 ... 3317 3316 BU
230 230 BU2609 20250821 ... 3308 3300 BU
231 231 BU2612 20250821 ... 3286 3271 BU
232 232 BU2703 20250821 ... 3299 3273 BU
233 233 BU2706 20250821 ... 3297 3283 BU
234 234 BR2509 20250821 ... 11765 11560 BR
235 235 BR2510 20250821 ... 11790 11555 BR
236 236 BR2511 20250821 ... 11780 11545 BR
237 237 BR2512 20250821 ... 11795 11565 BR
238 238 BR2601 20250821 ... 11800 11585 BR
239 239 BR2602 20250821 ... 11840 11655 BR
240 240 BR2603 20250821 ... 11825 11605 BR
241 241 BR2604 20250821 ... 11870 11630 BR
242 242 BR2605 20250821 ... 11885 11655 BR
243 243 BR2606 20250821 ... 11740 11740 BR
244 244 BR2607 20250821 ... 12025 11705 BR
245 245 BR2608 20250821 ... 11825 11625 BR
246 246 RU2509 20250821 ... 14780 14650 RU
247 247 RU2510 20250821 ... 14795 14685 RU
248 248 RU2511 20250821 ... 14780 14630 RU
249 249 RU2601 20250821 ... 15775 15605 RU
250 250 RU2603 20250821 ... 15800 15620 RU
251 251 RU2604 20250821 ... 15810 15650 RU
252 252 RU2605 20250821 ... 15870 15695 RU
253 253 RU2606 20250821 ... 15935 15775 RU
254 254 RU2607 20250821 ... 15960 15815 RU
255 255 RU2608 20250821 ... 15940 15960 RU
256 256 NR2509 20250821 ... 12570 12410 NR
257 257 NR2510 20250821 ... 12625 12465 NR
258 258 NR2511 20250821 ... 12650 12500 NR
259 259 NR2512 20250821 ... 12675 12505 NR
260 260 NR2601 20250821 ... 12705 12545 NR
261 261 NR2602 20250821 ... 12685 12550 NR
262 262 NR2603 20250821 ... 12730 12505 NR
263 263 NR2604 20250821 ... 12565 12530 NR
264 264 NR2605 20250821 ... 12800 12660 NR
265 265 NR2606 20250821 ... 12745 12745 NR
266 266 NR2607 20250821 ... 12650 12605 NR
267 267 NR2608 20250821 ... 12650 12650 NR
268 268 SP2509 20250821 ... 5084 5102 SP
269 269 SP2510 20250821 ... 5108 5112 SP
270 270 SP2511 20250821 ... 5126 5136 SP
271 271 SP2512 20250821 ... 5140 5144 SP
272 272 SP2601 20250821 ... 5378 5384 SP
273 273 SP2602 20250821 ... 5342 5346 SP
274 274 SP2603 20250821 ... 5344 5346 SP
275 275 SP2604 20250821 ... 5344 5354 SP
276 276 SP2605 20250821 ... 5350 5354 SP
277 277 SP2606 20250821 ... 5354 5360 SP
278 278 SP2607 20250821 ... 5362 5362 SP
279 279 SP2608 20250821 ... 5366 5370 SP
280 280 EC2508 20250821 ... 2121.9 2126.1 EC
281 281 EC2510 20250821 ... 1333.2 1358.8 EC
282 282 EC2512 20250821 ... 1741.6 1769.6 EC
283 283 EC2602 20250821 ... 1518 1530.6 EC
284 284 EC2604 20250821 ... 1304.6 1319.4 EC
285 285 EC2606 20250821 ... 1478 1485.2 EC
286 287 SC_TAS2510 20250821 ... SC_TAS
287 288 SC_TAS2511 20250821 ... SC_TAS
288 289 SC_TAS2512 20250821 ... SC_TAS
[289 rows x 13 columns]
2025-08-25 18:26:10,327 - future_1d - INFO - ak.get_shfe_daily('2025-08-21') done
symbol date open ... settle pre_settle variety
0 PS2509 20250821 52200.0 ... 51960.0 50815.0 PS
1 PS2510 20250821 51720.0 ... 52120.0 51050.0 PS
2 PS2511 20250821 52200.0 ... 52035.0 50880.0 PS
3 PS2512 20250821 54700.0 ... 54230.0 53195.0 PS
4 PS2601 20250821 54300.0 ... 54325.0 53325.0 PS
5 PS2602 20250821 54545.0 ... 54660.0 53420.0 PS
6 PS2603 20250821 54760.0 ... 54720.0 53395.0 PS
7 PS2604 20250821 54955.0 ... 54940.0 53540.0 PS
8 PS2605 20250821 54805.0 ... 54795.0 53500.0 PS
9 PS2606 20250821 57265.0 ... 57345.0 56565.0 PS
10 PS2607 20250821 57500.0 ... 57430.0 56600.0 PS
11 PS2608 20250821 57000.0 ... 57490.0 56620.0 PS
13 SI2509 20250821 8310.0 ... 8580.0 8310.0 SI
14 SI2510 20250821 8410.0 ... 8590.0 8340.0 SI
15 SI2511 20250821 8420.0 ... 8595.0 8330.0 SI
16 SI2512 20250821 8795.0 ... 8950.0 8695.0 SI
17 SI2601 20250821 8785.0 ... 8925.0 8680.0 SI
18 SI2602 20250821 8780.0 ... 8920.0 8675.0 SI
19 SI2603 20250821 8825.0 ... 8935.0 8675.0 SI
20 SI2604 20250821 8690.0 ... 8910.0 8715.0 SI
21 SI2605 20250821 8750.0 ... 8915.0 8735.0 SI
22 SI2606 20250821 8685.0 ... 8915.0 8735.0 SI
23 SI2607 20250821 8775.0 ... 8960.0 8755.0 SI
24 SI2608 20250821 8885.0 ... 8945.0 8780.0 SI
27 LC2509 20250821 80080.0 ... 82240.0 82540.0 LC
28 LC2510 20250821 82000.0 ... 82720.0 82660.0 LC
29 LC2511 20250821 82000.0 ... 82600.0 82900.0 LC
30 LC2512 20250821 81800.0 ... 82100.0 82640.0 LC
31 LC2601 20250821 80880.0 ... 81680.0 82340.0 LC
32 LC2602 20250821 79800.0 ... 81100.0 82100.0 LC
33 LC2603 20250821 79920.0 ... 80860.0 81740.0 LC
34 LC2604 20250821 79500.0 ... 80680.0 82020.0 LC
35 LC2605 20250821 79380.0 ... 80360.0 81140.0 LC
36 LC2606 20250821 78500.0 ... 80100.0 81320.0 LC
37 LC2607 20250821 80000.0 ... 80020.0 79980.0 LC
38 LC2608 20250821 79000.0 ... 80560.0 79380.0 LC
[36 rows x 12 columns]
2025-08-25 18:26:10,456 - future_1d - INFO - ak.get_gfex_daily('2025-08-21') done
symbol date open ... settle pre_settle variety
0 IC2509 20250821 6703.000 ... 6644.000 6660.400 IC
1 IC2510 20250821 6666.800 ... 6607.000 6628.800 IC
2 IC2512 20250821 6579.000 ... 6520.600 6531.200 IC
3 IC2603 20250821 6468.000 ... 6396.000 6402.800 IC
4 IF2509 20250821 4280.400 ... 4277.800 4254.000 IF
5 IF2510 20250821 4280.000 ... 4271.000 4249.000 IF
6 IF2512 20250821 4261.000 ... 4257.200 4236.000 IF
7 IF2603 20250821 4250.000 ... 4234.800 4214.200 IF
8 IH2509 20250821 2858.000 ... 2862.000 2841.400 IH
9 IH2510 20250821 2857.000 ... 2861.800 2843.200 IH
10 IH2512 20250821 2859.000 ... 2864.000 2844.200 IH
11 IH2603 20250821 2862.000 ... 2866.800 2845.400 IH
12 IM2509 20250821 7295.000 ... 7187.200 7233.600 IM
13 IM2510 20250821 7257.000 ... 7140.000 7187.000 IM
14 IM2512 20250821 7150.000 ... 7034.800 7074.400 IM
15 IM2603 20250821 6981.000 ... 6881.800 6919.000 IM
16 T2509 20250821 107.845 ... 108.000 107.935 T
17 T2512 20250821 107.740 ... 107.855 107.795 T
18 T2603 20250821 107.510 ... 107.650 107.575 T
19 TF2509 20250821 105.430 ... 105.485 105.450 TF
20 TF2512 20250821 105.340 ... 105.440 105.385 TF
21 TF2603 20250821 105.295 ... 105.360 105.330 TF
22 TL2509 20250821 115.950 ... 116.580 116.240 TL
23 TL2512 20250821 115.480 ... 116.120 115.720 TL
24 TL2603 20250821 115.150 ... 115.780 115.390 TL
25 TS2509 20250821 102.330 ... 102.324 102.322 TS
26 TS2512 20250821 102.300 ... 102.344 102.328 TS
27 TS2603 20250821 102.282 ... 102.328 102.318 TS
[28 rows x 12 columns]
2025-08-25 18:26:10,733 - future_1d - INFO - ak.get_cffex_daily('2025-08-21') done
2025-08-25 18:26:12,494 - future_1d - INFO - save future_daily 2025-08-21 completed
symbol date open high ... turnover settle pre_settle variety
0 SC2509 20250822 484.3 487.6 ... 23360.11 485.6 479.9 SC
1 SC2510 20250822 488.7 494.6 ... 5394231.5 491 486.7 SC
2 SC2511 20250822 487.5 492.8 ... 510143.05 489.6 485.7 SC
3 SC2512 20250822 485 490.5 ... 179711.81 487.8 483.3 SC
4 SC2601 20250822 484 489.3 ... 33835.82 486.8 482.4 SC
5 SC2602 20250822 483.3 488.2 ... 12211.35 486.5 481.6 SC
6 SC2603 20250822 483.6 487.3 ... 8501.76 485.8 481.2 SC
7 SC2604 20250822 482.6 485.8 ... 5571.44 484.4 482.9 SC
8 SC2605 20250822 482.3 485.3 ... 4547.29 483.7 480.7 SC
9 SC2606 20250822 481.4 486 ... 5123.4 483.3 480.7 SC
10 SC2607 20250822 481.3 486.2 ... 531.18 482.8 480.4 SC
11 SC2608 20250822 482 483.3 ... 819.56 482 481.1 SC
12 SC2609 20250822 481.2 481.2 ... 288.39 480.6 473.4 SC
13 SC2612 20250822 472 485.5 ... 625.68 481.2 476.1 SC
14 SC2703 20250822 482 482.2 ... 240.58 481.1 468 SC
15 SC2706 20250822 481.8 481.8 ... 288.67 481.1 469.2 SC
16 SC2709 20250822 473 476.3 ... 380.07 475 470 SC
17 SC2712 20250822 468.1 480.6 ... 1244.07 478.4 471.8 SC
18 SC2803 20250822 ... 0 469.9 469.9 SC
19 SC2806 20250822 464 474 ... 1263.33 467.9 460.1 SC
21 LU2509 20250822 3422 3552 ... 833.803 3488 3441 LU
22 LU2510 20250822 3470 3504 ... 97829.28 3469 3460 LU
23 LU2511 20250822 3465 3508 ... 491991.839 3467 3461 LU
24 LU2512 20250822 3454 3494 ... 46399.338 3453 3445 LU
25 LU2601 20250822 3439 3467 ... 9995.425 3433 3423 LU
26 LU2602 20250822 3395 3446 ... 126.668 3423 3415 LU
27 LU2603 20250822 3385 3432 ... 82.081 3420 3411 LU
28 LU2604 20250822 3418 3424 ... 54.698 3418 3372 LU
29 LU2605 20250822 3393 3429 ... 326.951 3405 3401 LU
30 LU2606 20250822 3394 3425 ... 47.703 3407 3399 LU
31 LU2607 20250822 3389 3423 ... 81.791 3407 3398 LU
32 LU2608 20250822 3376 3425 ... 30.617 3401 3400 LU
34 NR2509 20250822 12545 12585 ... 23915.555 12455 12570 NR
35 NR2510 20250822 12620 12650 ... 784357.645 12515 12625 NR
36 NR2511 20250822 12665 12670 ... 167200.65 12540 12650 NR
37 NR2512 20250822 12660 12695 ... 6070.2 12565 12675 NR
38 NR2601 20250822 12725 12750 ... 55764.905 12595 12705 NR
39 NR2602 20250822 12680 12705 ... 628.56 12570 12685 NR
40 NR2603 20250822 12670 12675 ... 277.21 12600 12730 NR
41 NR2604 20250822 12735 12735 ... 177.105 12650 12565 NR
42 NR2605 20250822 12605 12605 ... 12.605 12605 12800 NR
43 NR2606 20250822 ... 0 12745 12745 NR
44 NR2607 20250822 ... 0 12650 12650 NR
45 NR2608 20250822 ... 0 12650 12650 NR
47 BC2509 20250822 69640 69980 ... 79027.13 69810 69700 BC
48 BC2510 20250822 69670 70010 ... 31186.175 69840 69750 BC
49 BC2511 20250822 ... 0 69880 69880 BC
50 BC2512 20250822 ... 0 69780 69780 BC
51 BC2601 20250822 ... 0 70100 70100 BC
52 BC2602 20250822 ... 0 70100 70100 BC
53 BC2603 20250822 ... 0 70100 70100 BC
54 BC2604 20250822 ... 0 70100 70100 BC
55 BC2605 20250822 ... 0 69800 69570 BC
56 BC2606 20250822 ... 0 69790 69790 BC
57 BC2607 20250822 ... 0 69370 69370 BC
58 BC2608 20250822 ... 0 69370 69370 BC
60 EC2508 20250822 2125 2128 ... 1275.01 2125 2121.9 EC
61 EC2510 20250822 1326 1347 ... 167822.759 1324 1333.2 EC
62 EC2512 20250822 1719 1726 ... 70153.875 1688.2 1741.6 EC
63 EC2602 20250822 1507.3 1511.3 ... 10189.8185 1485.3 1518 EC
64 EC2604 20250822 1290 1294.8 ... 8701.1115 1275.8 1304.6 EC
65 EC2606 20250822 1479.1 1479.1 ... 1473.019 1451.2 1478 EC
68 SC_TAS2510 20250822 ... SC_TAS
69 SC_TAS2511 20250822 ... SC_TAS
70 SC_TAS2512 20250822 ... SC_TAS
[65 rows x 12 columns]
2025-08-25 18:26:21,180 - future_1d - INFO - ak.get_ine_daily('2025-08-22') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250822 8120.0 8126.0 ... 242166.19 8090.0 8081.0 AP
1 AP511 20250822 7917.0 7925.0 ... 884.81 7900.0 7896.0 AP
2 AP512 20250822 7916.0 7916.0 ... 7.92 7916.0 7926.0 AP
3 AP601 20250822 8004.0 8030.0 ... 37380.60 8001.0 7993.0 AP
4 AP603 20250822 0.0 0.0 ... 0.00 7923.0 7923.0 AP
5 AP604 20250822 7950.0 7950.0 ... 15.89 7943.0 7941.0 AP
6 AP605 20250822 7995.0 8019.0 ... 240.10 8003.0 8006.0 AP
7 CF509 20250822 13730.0 13795.0 ... 182774.25 13750.0 13775.0 CF
8 CF511 20250822 13935.0 13990.0 ... 179694.43 13945.0 13965.0 CF
9 CF601 20250822 14025.0 14060.0 ... 1089666.71 14015.0 14040.0 CF
10 CF603 20250822 13990.0 14020.0 ... 1279.33 13980.0 14000.0 CF
11 CF605 20250822 13990.0 14035.0 ... 43305.54 13990.0 14020.0 CF
12 CF607 20250822 13970.0 14050.0 ... 90.87 13980.0 14020.0 CF
13 CJ509 20250822 10250.0 10355.0 ... 12544.99 10160.0 10370.0 CJ
14 CJ512 20250822 11360.0 11435.0 ... 18446.84 11250.0 11395.0 CJ
15 CJ601 20250822 11445.0 11550.0 ... 1061812.36 11345.0 11520.0 CJ
16 CJ603 20250822 11500.0 11580.0 ... 13239.09 11390.0 11550.0 CJ
17 CJ605 20250822 11590.0 11700.0 ... 134809.20 11500.0 11670.0 CJ
18 CJ607 20250822 11780.0 11805.0 ... 1009.51 11670.0 11835.0 CJ
19 CY509 20250822 20000.0 20085.0 ... 1282.83 20045.0 20035.0 CY
20 CY510 20250822 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250822 20035.0 20135.0 ... 54156.37 20075.0 20075.0 CY
22 CY512 20250822 0.0 0.0 ... 0.00 19905.0 19905.0 CY
23 CY601 20250822 20050.0 20100.0 ... 752.11 20055.0 20050.0 CY
24 CY602 20250822 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250822 0.0 0.0 ... 0.00 20295.0 20365.0 CY
26 CY604 20250822 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250822 0.0 0.0 ... 0.00 20290.0 20290.0 CY
28 CY606 20250822 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250822 0.0 0.0 ... 0.00 20150.0 20105.0 CY
30 CY608 20250822 0.0 0.0 ... 0.00 20300.0 20410.0 CY
31 FG509 20250822 985.0 997.0 ... 228467.43 990.0 990.0 FG
32 FG510 20250822 1070.0 1093.0 ... 90764.15 1077.0 1079.0 FG
33 FG511 20250822 1070.0 1088.0 ... 111644.51 1073.0 1073.0 FG
34 FG512 20250822 1168.0 1181.0 ... 54675.63 1170.0 1169.0 FG
35 FG601 20250822 1156.0 1175.0 ... 2931752.23 1165.0 1164.0 FG
36 FG602 20250822 1214.0 1230.0 ... 996.05 1221.0 1220.0 FG
37 FG603 20250822 1217.0 1230.0 ... 620.35 1221.0 1219.0 FG
38 FG604 20250822 1266.0 1276.0 ... 352.58 1268.0 1266.0 FG
39 FG605 20250822 1253.0 1269.0 ... 54094.96 1261.0 1260.0 FG
40 FG606 20250822 1289.0 1295.0 ... 397.04 1289.0 1287.0 FG
41 FG607 20250822 1279.0 1291.0 ... 398.08 1284.0 1284.0 FG
42 FG608 20250822 1299.0 1309.0 ... 224.12 1303.0 1302.0 FG
43 JR509 20250822 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250822 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250822 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250822 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250822 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250822 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250822 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250822 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250822 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250822 2310.0 2314.0 ... 60180.06 2302.0 2314.0 MA
53 MA510 20250822 2348.0 2348.0 ... 50224.57 2337.0 2344.0 MA
54 MA511 20250822 2367.0 2369.0 ... 82118.15 2356.0 2361.0 MA
55 MA512 20250822 2408.0 2408.0 ... 25018.99 2394.0 2396.0 MA
56 MA601 20250822 2421.0 2425.0 ... 909812.29 2410.0 2419.0 MA
57 MA602 20250822 2419.0 2420.0 ... 48.29 2415.0 2430.0 MA
58 MA603 20250822 2428.0 2428.0 ... 111.12 2416.0 2428.0 MA
59 MA604 20250822 2414.0 2414.0 ... 7.21 2402.0 2412.0 MA
60 MA605 20250822 2388.0 2393.0 ... 22174.17 2383.0 2390.0 MA
61 MA606 20250822 2398.0 2404.0 ... 33.53 2395.0 2402.0 MA
62 MA607 20250822 2390.0 2404.0 ... 62.25 2394.0 2396.0 MA
63 MA608 20250822 2412.0 2412.0 ... 26.45 2404.0 2402.0 MA
64 OI509 20250822 9881.0 9996.0 ... 155568.03 9946.0 9878.0 OI
65 OI511 20250822 9855.0 9961.0 ... 414793.81 9917.0 9867.0 OI
66 OI601 20250822 9801.0 9900.0 ... 2928284.26 9854.0 9805.0 OI
67 OI603 20250822 9722.0 9803.0 ... 2725.66 9769.0 9721.0 OI
68 OI605 20250822 9640.0 9732.0 ... 42051.05 9682.0 9647.0 OI
69 OI607 20250822 9627.0 9700.0 ... 280.14 9660.0 9635.0 OI
70 PF509 20250822 6512.0 6548.0 ... 5940.98 6512.0 6480.0 PF
71 PF510 20250822 6606.0 6646.0 ... 529837.73 6614.0 6570.0 PF
72 PF511 20250822 6572.0 6620.0 ... 257210.33 6594.0 6550.0 PF
73 PF512 20250822 6572.0 6598.0 ... 88141.54 6576.0 6532.0 PF
74 PF601 20250822 6550.0 6588.0 ... 15751.43 6568.0 6538.0 PF
75 PF602 20250822 6574.0 6584.0 ... 39.47 6578.0 6554.0 PF
76 PF603 20250822 6592.0 6592.0 ... 3.30 6592.0 6548.0 PF
77 PF604 20250822 6616.0 6636.0 ... 13.24 6622.0 6564.0 PF
78 PF605 20250822 6648.0 6652.0 ... 39.85 6642.0 6602.0 PF
79 PF606 20250822 6660.0 6660.0 ... 9.98 6656.0 6636.0 PF
80 PF607 20250822 6656.0 6656.0 ... 3.33 6656.0 6652.0 PF
81 PF608 20250822 0.0 0.0 ... 0.00 6662.0 6662.0 PF
82 PK510 20250822 7982.0 8022.0 ... 78651.33 8004.0 7976.0 PK
83 PK511 20250822 7770.0 7816.0 ... 276271.31 7792.0 7752.0 PK
84 PK512 20250822 7826.0 7852.0 ... 68526.24 7832.0 7798.0 PK
85 PK601 20250822 7890.0 7910.0 ... 22984.88 7896.0 7876.0 PK
86 PK603 20250822 7906.0 7912.0 ... 153.96 7896.0 7882.0 PK
87 PK604 20250822 7900.0 7914.0 ... 102.64 7896.0 7888.0 PK
88 PK605 20250822 7908.0 7924.0 ... 3785.50 7904.0 7888.0 PK
89 PL601 20250822 6461.0 6493.0 ... 18112.28 6473.0 6462.0 PL
90 PL602 20250822 0.0 0.0 ... 0.00 6503.0 6501.0 PL
91 PL603 20250822 6501.0 6501.0 ... 13.00 6501.0 6489.0 PL
92 PL604 20250822 6498.0 6498.0 ... 13.00 6498.0 6484.0 PL
93 PL605 20250822 6400.0 6400.0 ... 38.36 6393.0 6382.0 PL
94 PL606 20250822 0.0 0.0 ... 0.00 6483.0 6506.0 PL
95 PL607 20250822 0.0 0.0 ... 0.00 6535.0 6548.0 PL
96 PL608 20250822 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250822 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250822 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250822 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250822 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250822 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250822 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250822 5912.0 5954.0 ... 13357.58 5938.0 5910.0 PR
104 PR510 20250822 6038.0 6056.0 ... 270735.13 6038.0 6016.0 PR
105 PR511 20250822 6040.0 6066.0 ... 572419.73 6050.0 6026.0 PR
106 PR512 20250822 6040.0 6062.0 ... 138746.76 6048.0 6036.0 PR
107 PR601 20250822 6042.0 6068.0 ... 9351.50 6048.0 6038.0 PR
108 PR602 20250822 0.0 0.0 ... 0.00 6052.0 6050.0 PR
109 PR603 20250822 6080.0 6080.0 ... 9.12 6080.0 6024.0 PR
110 PR604 20250822 0.0 0.0 ... 0.00 6074.0 6022.0 PR
111 PR605 20250822 0.0 0.0 ... 0.00 6086.0 6086.0 PR
112 PR606 20250822 0.0 0.0 ... 0.00 6078.0 6078.0 PR
113 PR607 20250822 0.0 0.0 ... 0.00 6080.0 6080.0 PR
114 PR608 20250822 0.0 0.0 ... 0.00 6076.0 6032.0 PR
115 PX509 20250822 7042.0 7078.0 ... 16463.72 7046.0 6954.0 PX
116 PX510 20250822 6992.0 7064.0 ... 211687.91 7018.0 6964.0 PX
117 PX511 20250822 6946.0 7016.0 ... 854029.53 6966.0 6916.0 PX
118 PX512 20250822 6904.0 6966.0 ... 84313.22 6930.0 6878.0 PX
119 PX601 20250822 6876.0 6928.0 ... 158846.49 6894.0 6858.0 PX
120 PX602 20250822 6888.0 6888.0 ... 13.75 6874.0 6854.0 PX
121 PX603 20250822 6888.0 6888.0 ... 20.64 6880.0 6846.0 PX
122 PX604 20250822 6888.0 6888.0 ... 13.77 6884.0 6864.0 PX
123 PX605 20250822 6874.0 6912.0 ... 148.11 6890.0 6856.0 PX
124 PX606 20250822 6872.0 6884.0 ... 10.32 6880.0 6844.0 PX
125 PX607 20250822 0.0 0.0 ... 0.00 6854.0 6750.0 PX
126 PX608 20250822 0.0 0.0 ... 0.00 6842.0 6834.0 PX
127 RI509 20250822 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250822 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250822 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250822 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250822 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250822 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250822 2613.0 2617.0 ... 43119.31 2587.0 2627.0 RM
134 RM511 20250822 2581.0 2587.0 ... 26299.69 2572.0 2592.0 RM
135 RM601 20250822 2563.0 2566.0 ... 735791.64 2548.0 2584.0 RM
136 RM603 20250822 2504.0 2508.0 ... 19774.31 2491.0 2517.0 RM
137 RM605 20250822 2483.0 2486.0 ... 98084.11 2474.0 2491.0 RM
138 RM607 20250822 2451.0 2465.0 ... 15467.50 2456.0 2461.0 RM
139 RM608 20250822 2520.0 2530.0 ... 191.60 2521.0 2525.0 RM
140 RS509 20250822 4850.0 4872.0 ... 34.02 4860.0 4846.0 RS
141 RS511 20250822 5313.0 5313.0 ... 5.31 5313.0 5333.0 RS
142 RS607 20250822 5662.0 5665.0 ... 146.80 5646.0 5608.0 RS
143 RS608 20250822 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250822 1208.0 1226.0 ... 123434.73 1217.0 1216.0 SA
145 SA510 20250822 1242.0 1262.0 ... 375546.29 1251.0 1249.0 SA
146 SA511 20250822 1244.0 1267.0 ... 477748.20 1253.0 1251.0 SA
147 SA512 20250822 1290.0 1320.0 ... 111038.20 1305.0 1304.0 SA
148 SA601 20250822 1304.0 1327.0 ... 3384610.42 1314.0 1312.0 SA
149 SA602 20250822 1322.0 1341.0 ... 2672.17 1329.0 1329.0 SA
150 SA603 20250822 1323.0 1343.0 ... 2050.06 1333.0 1330.0 SA
151 SA604 20250822 1358.0 1376.0 ... 1567.43 1361.0 1362.0 SA
152 SA605 20250822 1360.0 1380.0 ... 109033.15 1368.0 1367.0 SA
153 SA606 20250822 1368.0 1384.0 ... 802.50 1374.0 1375.0 SA
154 SA607 20250822 1372.0 1386.0 ... 506.16 1375.0 1376.0 SA
155 SA608 20250822 1400.0 1406.0 ... 356.15 1402.0 1401.0 SA
156 SF509 20250822 5500.0 5500.0 ... 26051.33 5442.0 5450.0 SF
157 SF510 20250822 5460.0 5500.0 ... 74967.44 5456.0 5460.0 SF
158 SF511 20250822 5640.0 5678.0 ... 413755.37 5630.0 5636.0 SF
159 SF512 20250822 5624.0 5654.0 ... 33694.95 5612.0 5616.0 SF
160 SF601 20250822 5616.0 5650.0 ... 109911.35 5606.0 5612.0 SF
161 SF602 20250822 5576.0 5588.0 ... 498.40 5570.0 5578.0 SF
162 SF603 20250822 5760.0 5760.0 ... 8.63 5754.0 5762.0 SF
163 SF604 20250822 5752.0 5752.0 ... 5.75 5752.0 5756.0 SF
164 SF605 20250822 5730.0 5764.0 ... 1395.17 5730.0 5742.0 SF
165 SF606 20250822 5734.0 5734.0 ... 25.68 5706.0 5704.0 SF
166 SF607 20250822 5938.0 5938.0 ... 49.79 5858.0 5840.0 SF
167 SF608 20250822 0.0 0.0 ... 0.00 5832.0 5832.0 SF
168 SH509 20250822 2599.0 2626.0 ... 130923.54 2607.0 2581.0 SH
169 SH510 20250822 2731.0 2785.0 ... 791344.73 2756.0 2704.0 SH
170 SH511 20250822 2735.0 2803.0 ... 1261780.33 2769.0 2714.0 SH
171 SH512 20250822 2729.0 2796.0 ... 273140.34 2765.0 2718.0 SH
172 SH601 20250822 2687.0 2756.0 ... 4708346.06 2726.0 2686.0 SH
173 SH602 20250822 2702.0 2761.0 ... 5745.79 2744.0 2702.0 SH
174 SH603 20250822 2715.0 2766.0 ... 3406.64 2743.0 2709.0 SH
175 SH604 20250822 2758.0 2800.0 ... 1821.26 2785.0 2752.0 SH
176 SH605 20250822 2759.0 2810.0 ... 56830.88 2791.0 2760.0 SH
177 SH606 20250822 2772.0 2800.0 ... 1331.42 2791.0 2769.0 SH
178 SH607 20250822 2750.0 2781.0 ... 240.98 2770.0 2749.0 SH
179 SH608 20250822 2766.0 2800.0 ... 259.54 2791.0 2762.0 SH
180 SM509 20250822 5746.0 5756.0 ... 91516.23 5724.0 5762.0 SM
181 SM510 20250822 5754.0 5762.0 ... 70837.23 5728.0 5770.0 SM
182 SM511 20250822 5816.0 5836.0 ... 156949.42 5794.0 5830.0 SM
183 SM512 20250822 5828.0 5838.0 ... 40058.14 5806.0 5840.0 SM
184 SM601 20250822 5838.0 5844.0 ... 536826.32 5808.0 5846.0 SM
185 SM602 20250822 5806.0 5846.0 ... 1656.98 5824.0 5856.0 SM
186 SM603 20250822 5838.0 5870.0 ... 1040.39 5846.0 5872.0 SM
187 SM604 20250822 5846.0 5866.0 ... 207.70 5852.0 5882.0 SM
188 SM605 20250822 5880.0 5890.0 ... 7304.83 5858.0 5892.0 SM
189 SM606 20250822 5876.0 5894.0 ... 70.36 5864.0 5908.0 SM
190 SM607 20250822 5926.0 5926.0 ... 41.22 5890.0 5922.0 SM
191 SM608 20250822 5896.0 5896.0 ... 2.95 5896.0 5956.0 SM
192 SR509 20250822 5721.0 5729.0 ... 35183.97 5721.0 5737.0 SR
193 SR511 20250822 5675.0 5681.0 ... 138319.57 5660.0 5689.0 SR
194 SR601 20250822 5678.0 5686.0 ... 768674.44 5673.0 5691.0 SR
195 SR603 20250822 5652.0 5661.0 ... 1987.67 5647.0 5667.0 SR
196 SR605 20250822 5646.0 5646.0 ... 18849.75 5632.0 5647.0 SR
197 SR607 20250822 5635.0 5635.0 ... 477.89 5622.0 5638.0 SR
198 TA509 20250822 4846.0 4872.0 ... 306634.03 4850.0 4802.0 TA
199 TA510 20250822 4880.0 4906.0 ... 315763.26 4884.0 4860.0 TA
200 TA511 20250822 4858.0 4888.0 ... 311232.27 4862.0 4840.0 TA
201 TA512 20250822 4854.0 4884.0 ... 87950.99 4864.0 4832.0 TA
202 TA601 20250822 4850.0 4884.0 ... 2009106.21 4864.0 4832.0 TA
203 TA602 20250822 4862.0 4882.0 ... 121.69 4868.0 4838.0 TA
204 TA603 20250822 4832.0 4880.0 ... 114.48 4872.0 4846.0 TA
205 TA604 20250822 4880.0 4882.0 ... 31.72 4880.0 4850.0 TA
206 TA605 20250822 4876.0 4906.0 ... 28452.04 4888.0 4860.0 TA
207 TA606 20250822 4908.0 4914.0 ... 4.91 4912.0 4852.0 TA
208 TA607 20250822 4892.0 4910.0 ... 17.14 4898.0 4872.0 TA
209 TA608 20250822 4894.0 4896.0 ... 4.90 4896.0 4896.0 TA
210 UR509 20250822 1735.0 1739.0 ... 25605.52 1724.0 1750.0 UR
211 UR510 20250822 1735.0 1738.0 ... 24479.01 1725.0 1752.0 UR
212 UR511 20250822 1759.0 1763.0 ... 41751.41 1747.0 1771.0 UR
213 UR512 20250822 1762.0 1762.0 ... 2814.97 1744.0 1771.0 UR
214 UR601 20250822 1767.0 1769.0 ... 681679.25 1748.0 1773.0 UR
215 UR602 20250822 1761.0 1762.0 ... 1886.78 1741.0 1767.0 UR
216 UR603 20250822 1792.0 1792.0 ... 929.29 1780.0 1799.0 UR
217 UR604 20250822 1792.0 1792.0 ... 467.06 1783.0 1796.0 UR
218 UR605 20250822 1800.0 1804.0 ... 29115.33 1787.0 1808.0 UR
219 UR606 20250822 1785.0 1786.0 ... 1071.29 1780.0 1798.0 UR
220 UR607 20250822 1797.0 1799.0 ... 380.19 1793.0 1804.0 UR
221 UR608 20250822 1794.0 1794.0 ... 32.19 1789.0 1799.0 UR
222 WH509 20250822 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250822 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250822 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250822 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250822 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250822 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250822 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-25 18:26:21,463 - future_1d - INFO - ak.get_czce_daily('2025-08-22') done
symbol date open ... settle pre_settle variety
0 a2509 20250822 4111.0 ... 4106.00 4134.00 A
1 a2511 20250822 3991.0 ... 3989.00 4013.00 A
2 a2601 20250822 4000.0 ... 3993.00 4012.00 A
3 a2603 20250822 4006.0 ... 4000.00 4012.00 A
4 a2605 20250822 4046.0 ... 4042.00 4057.00 A
5 a2607 20250822 4039.0 ... 4041.00 4055.00 A
6 b2509 20250822 3731.0 ... 3725.00 3730.00 B
7 b2510 20250822 3775.0 ... 3765.00 3784.00 B
8 b2511 20250822 3823.0 ... 3806.00 3837.00 B
9 b2512 20250822 3841.0 ... 3833.00 3857.00 B
10 b2601 20250822 3815.0 ... 3819.00 3837.00 B
11 b2602 20250822 3797.0 ... 3791.00 3809.00 B
12 b2603 20250822 3735.0 ... 3737.00 3741.00 B
13 b2604 20250822 3637.0 ... 3640.00 3640.00 B
14 b2605 20250822 3568.0 ... 3572.00 3569.00 B
15 b2606 20250822 3547.0 ... 3554.00 3553.00 B
16 b2607 20250822 3539.0 ... 3545.00 3541.00 B
17 b2608 20250822 3626.0 ... 3619.00 3620.00 B
18 bb2509 20250822 0.0 ... 143.15 143.15 BB
19 bb2511 20250822 146.5 ... 146.55 145.95 BB
20 bb2601 20250822 147.1 ... 147.20 147.20 BB
21 bb2603 20250822 0.0 ... 146.95 146.95 BB
22 bb2605 20250822 0.0 ... 140.75 140.75 BB
23 bb2607 20250822 0.0 ... 146.50 146.50 BB
24 bz2603 20250822 6198.0 ... 6214.00 6197.00 BZ
25 bz2604 20250822 6146.0 ... 6181.00 6166.00 BZ
26 bz2605 20250822 6151.0 ... 6168.00 6166.00 BZ
27 bz2606 20250822 0.0 ... 6180.00 6180.00 BZ
28 bz2607 20250822 0.0 ... 6175.00 6175.00 BZ
29 c2509 20250822 2210.0 ... 2197.00 2220.00 C
30 c2511 20250822 2164.0 ... 2157.00 2168.00 C
31 c2601 20250822 2168.0 ... 2159.00 2165.00 C
32 c2603 20250822 2183.0 ... 2177.00 2186.00 C
33 c2605 20250822 2242.0 ... 2233.00 2242.00 C
34 c2607 20250822 2259.0 ... 2251.00 2261.00 C
35 cs2509 20250822 2560.0 ... 2562.00 2573.00 CS
36 cs2511 20250822 2490.0 ... 2473.00 2483.00 CS
37 cs2601 20250822 2515.0 ... 2506.00 2514.00 CS
38 cs2603 20250822 2517.0 ... 2513.00 2521.00 CS
39 cs2605 20250822 2593.0 ... 2587.00 2598.00 CS
40 cs2607 20250822 2592.0 ... 2595.00 2605.00 CS
41 eb2508 20250822 0.0 ... 7000.00 7000.00 EB
42 eb2509 20250822 7261.0 ... 7319.00 7251.00 EB
43 eb2510 20250822 7288.0 ... 7346.00 7267.00 EB
44 eb2511 20250822 7278.0 ... 7352.00 7284.00 EB
45 eb2512 20250822 7299.0 ... 7361.00 7300.00 EB
46 eb2601 20250822 7300.0 ... 7371.00 7312.00 EB
47 eb2602 20250822 7346.0 ... 7388.00 7342.00 EB
48 eb2603 20250822 7373.0 ... 7418.00 7364.00 EB
49 eb2604 20250822 7389.0 ... 7422.00 7381.00 EB
50 eb2605 20250822 7399.0 ... 7456.00 7412.00 EB
51 eb2606 20250822 7415.0 ... 7453.00 7402.00 EB
52 eb2607 20250822 0.0 ... 7341.00 7325.00 EB
53 eg2508 20250822 0.0 ... 4407.00 4407.00 EG
54 eg2509 20250822 4405.0 ... 4423.00 4423.00 EG
55 eg2510 20250822 4436.0 ... 4447.00 4442.00 EG
56 eg2511 20250822 4455.0 ... 4459.00 4457.00 EG
57 eg2512 20250822 4489.0 ... 4469.00 4465.00 EG
58 eg2601 20250822 4488.0 ... 4478.00 4472.00 EG
59 eg2602 20250822 4498.0 ... 4489.00 4469.00 EG
60 eg2603 20250822 4500.0 ... 4496.00 4475.00 EG
61 eg2604 20250822 4526.0 ... 4511.00 4492.00 EG
62 eg2605 20250822 4520.0 ... 4516.00 4510.00 EG
63 eg2606 20250822 4541.0 ... 4524.00 4502.00 EG
64 eg2607 20250822 0.0 ... 4513.00 4513.00 EG
65 fb2509 20250822 1258.5 ... 1258.00 1258.50 FB
66 fb2510 20250822 1275.0 ... 1276.00 1285.50 FB
67 fb2511 20250822 1269.0 ... 1273.50 1270.00 FB
68 fb2512 20250822 1271.0 ... 1273.50 1271.50 FB
69 fb2601 20250822 1271.0 ... 1274.00 1272.50 FB
70 fb2602 20250822 1270.5 ... 1277.50 1273.00 FB
71 fb2603 20250822 0.0 ... 1313.50 1313.50 FB
72 fb2604 20250822 0.0 ... 1310.50 1310.50 FB
73 fb2605 20250822 0.0 ... 1311.00 1311.00 FB
74 fb2606 20250822 1330.0 ... 1330.00 1328.00 FB
75 fb2607 20250822 0.0 ... 1302.50 1302.50 FB
76 fb2608 20250822 0.0 ... 1302.50 1302.50 FB
77 i2509 20250822 790.0 ... 789.00 792.50 I
78 i2510 20250822 788.0 ... 785.00 790.00 I
79 i2511 20250822 784.0 ... 782.50 787.00 I
80 i2512 20250822 777.5 ... 777.00 782.50 I
81 i2601 20250822 771.0 ... 769.50 775.50 I
82 i2602 20250822 764.5 ... 764.00 769.50 I
83 i2603 20250822 760.0 ... 759.50 765.50 I
84 i2604 20250822 756.0 ... 753.50 760.00 I
85 i2605 20250822 747.5 ... 746.00 752.50 I
86 i2606 20250822 744.5 ... 741.50 748.00 I
87 i2607 20250822 741.0 ... 738.00 744.00 I
88 i2608 20250822 738.0 ... 734.50 740.00 I
89 j2509 20250822 1618.0 ... 1615.50 1624.00 J
90 j2510 20250822 1627.0 ... 1628.00 1641.50 J
91 j2511 20250822 1645.5 ... 1644.50 1657.50 J
92 j2512 20250822 1654.5 ... 1652.00 1676.50 J
93 j2601 20250822 1670.0 ... 1663.50 1679.00 J
94 j2602 20250822 1709.5 ... 1701.50 1703.50 J
95 j2603 20250822 1703.0 ... 1703.50 1723.00 J
96 j2604 20250822 0.0 ... 1770.00 1770.00 J
97 j2605 20250822 1760.5 ... 1754.50 1772.00 J
98 j2606 20250822 0.0 ... 1776.50 1776.50 J
99 j2607 20250822 0.0 ... 1782.50 1782.50 J
100 j2608 20250822 1778.5 ... 1764.00 1778.50 J
101 jd2508 20250822 0.0 ... 2940.00 2940.00 JD
102 jd2509 20250822 2883.0 ... 2904.00 2926.00 JD
103 jd2510 20250822 3001.0 ... 3026.00 3035.00 JD
104 jd2511 20250822 3068.0 ... 3084.00 3090.00 JD
105 jd2512 20250822 3271.0 ... 3266.00 3310.00 JD
106 jd2601 20250822 3432.0 ... 3429.00 3457.00 JD
107 jd2602 20250822 3128.0 ... 3133.00 3135.00 JD
108 jd2603 20250822 3150.0 ... 3159.00 3143.00 JD
109 jd2604 20250822 3356.0 ... 3362.00 3346.00 JD
110 jd2605 20250822 3509.0 ... 3513.00 3486.00 JD
111 jd2606 20250822 3348.0 ... 3358.00 3334.00 JD
112 jd2607 20250822 3598.0 ... 3607.00 3585.00 JD
113 jm2509 20250822 1025.0 ... 1029.50 1044.50 JM
114 jm2510 20250822 1055.0 ... 1049.50 1064.00 JM
115 jm2511 20250822 1074.5 ... 1080.50 1098.00 JM
116 jm2512 20250822 1107.5 ... 1111.00 1131.50 JM
117 jm2601 20250822 1141.5 ... 1141.50 1164.00 JM
118 jm2602 20250822 1159.0 ... 1158.00 1179.00 JM
119 jm2603 20250822 1171.5 ... 1169.50 1190.50 JM
120 jm2604 20250822 1182.0 ... 1177.00 1201.00 JM
121 jm2605 20250822 1192.5 ... 1185.50 1209.50 JM
122 jm2606 20250822 1194.5 ... 1193.00 1219.50 JM
123 jm2607 20250822 1208.5 ... 1204.50 1225.50 JM
124 jm2608 20250822 1217.0 ... 1209.00 1230.00 JM
125 l2509 20250822 7311.0 ... 7332.00 7330.00 L
126 l2510 20250822 7341.0 ... 7360.00 7350.00 L
127 l2511 20250822 7370.0 ... 7381.00 7371.00 L
128 l2512 20250822 7380.0 ... 7390.00 7380.00 L
129 l2601 20250822 7378.0 ... 7385.00 7375.00 L
130 l2602 20250822 7368.0 ... 7379.00 7371.00 L
131 l2603 20250822 7372.0 ... 7387.00 7380.00 L
132 l2604 20250822 7388.0 ... 7411.00 7403.00 L
133 l2605 20250822 7363.0 ... 7394.00 7371.00 L
134 l2606 20250822 7387.0 ... 7387.00 7372.00 L
135 l2607 20250822 7381.0 ... 7395.00 7387.00 L
136 l2608 20250822 7380.0 ... 7375.00 7362.00 L
137 lg2509 20250822 804.0 ... 801.00 807.50 LG
138 lg2511 20250822 826.0 ... 817.50 825.50 LG
139 lg2601 20250822 832.0 ... 826.50 831.50 LG
140 lg2603 20250822 835.5 ... 833.00 837.50 LG
141 lg2605 20250822 836.0 ... 833.00 836.00 LG
142 lg2607 20250822 836.0 ... 832.50 835.00 LG
143 lh2509 20250822 13805.0 ... 13780.00 13700.00 LH
144 lh2511 20250822 13925.0 ... 13885.00 13770.00 LH
145 lh2601 20250822 14205.0 ... 14190.00 14105.00 LH
146 lh2603 20250822 13345.0 ... 13325.00 13295.00 LH
147 lh2605 20250822 13780.0 ... 13765.00 13730.00 LH
148 lh2607 20250822 14200.0 ... 14195.00 14165.00 LH
149 m2509 20250822 3079.0 ... 3050.00 3088.00 M
150 m2511 20250822 3081.0 ... 3067.00 3107.00 M
151 m2512 20250822 3124.0 ... 3106.00 3146.00 M
152 m2601 20250822 3116.0 ... 3094.00 3128.00 M
153 m2603 20250822 3034.0 ... 3024.00 3039.00 M
154 m2605 20250822 2843.0 ... 2841.00 2848.00 M
155 m2607 20250822 2828.0 ... 2828.00 2826.00 M
156 m2608 20250822 2946.0 ... 2951.00 2952.00 M
157 p2509 20250822 9436.0 ... 9472.00 9482.00 P
158 p2510 20250822 9478.0 ... 9538.00 9540.00 P
159 p2511 20250822 9484.0 ... 9530.00 9538.00 P
160 p2512 20250822 9490.0 ... 9544.00 9532.00 P
161 p2601 20250822 9500.0 ... 9546.00 9554.00 P
162 p2602 20250822 9440.0 ... 9502.00 9508.00 P
163 p2603 20250822 9378.0 ... 9440.00 9430.00 P
164 p2604 20250822 9306.0 ... 9344.00 9326.00 P
165 p2605 20250822 9214.0 ... 9250.00 9242.00 P
166 p2606 20250822 9088.0 ... 9104.00 9098.00 P
167 p2607 20250822 8950.0 ... 8982.00 8988.00 P
168 p2608 20250822 8888.0 ... 8884.00 8986.00 P
169 pg2508 20250822 0.0 ... 3888.00 3888.00 PG
170 pg2509 20250822 3907.0 ... 3894.00 3906.00 PG
171 pg2510 20250822 4381.0 ... 4392.00 4386.00 PG
172 pg2511 20250822 4307.0 ... 4317.00 4304.00 PG
173 pg2512 20250822 4252.0 ... 4257.00 4236.00 PG
174 pg2601 20250822 4192.0 ... 4207.00 4180.00 PG
175 pg2602 20250822 4120.0 ... 4140.00 4117.00 PG
176 pg2603 20250822 4025.0 ... 4050.00 4026.00 PG
177 pg2604 20250822 4339.0 ... 4344.00 4327.00 PG
178 pg2605 20250822 4232.0 ... 4254.00 4235.00 PG
179 pg2606 20250822 4160.0 ... 4160.00 4170.00 PG
180 pg2607 20250822 0.0 ... 4100.00 4100.00 PG
181 pp2509 20250822 7016.0 ... 7006.00 7018.00 PP
182 pp2510 20250822 7013.0 ... 7004.00 7012.00 PP
183 pp2511 20250822 7023.0 ... 7021.00 7024.00 PP
184 pp2512 20250822 7043.0 ... 7039.00 7041.00 PP
185 pp2601 20250822 7048.0 ... 7044.00 7043.00 PP
186 pp2602 20250822 7028.0 ... 7023.00 7023.00 PP
187 pp2603 20250822 7032.0 ... 7028.00 7020.00 PP
188 pp2604 20250822 7038.0 ... 7058.00 7041.00 PP
189 pp2605 20250822 7058.0 ... 7068.00 7065.00 PP
190 pp2606 20250822 7024.0 ... 7037.00 7032.00 PP
191 pp2607 20250822 7020.0 ... 7022.00 7018.00 PP
192 pp2608 20250822 7045.0 ... 7045.00 7044.00 PP
193 rr2509 20250822 3586.0 ... 3580.00 3590.00 RR
194 rr2510 20250822 3612.0 ... 3612.00 3611.00 RR
195 rr2511 20250822 3613.0 ... 3611.00 3612.00 RR
196 rr2512 20250822 3610.0 ... 3610.00 3613.00 RR
197 rr2601 20250822 3622.0 ... 3620.00 3621.00 RR
198 rr2602 20250822 0.0 ... 3609.00 3609.00 RR
199 rr2603 20250822 3610.0 ... 3610.00 3607.00 RR
200 rr2604 20250822 0.0 ... 3613.00 3613.00 RR
201 rr2605 20250822 3615.0 ... 3615.00 3611.00 RR
202 rr2606 20250822 0.0 ... 3605.00 3605.00 RR
203 rr2607 20250822 0.0 ... 3625.00 3625.00 RR
204 rr2608 20250822 0.0 ... 3581.00 3581.00 RR
205 v2509 20250822 4857.0 ... 4870.00 4876.00 V
206 v2510 20250822 4896.0 ... 4908.00 4914.00 V
207 v2511 20250822 4931.0 ... 4939.00 4945.00 V
208 v2512 20250822 4980.0 ... 4977.00 4983.00 V
209 v2601 20250822 5000.0 ... 5004.00 5010.00 V
210 v2602 20250822 5037.0 ... 5044.00 5049.00 V
211 v2603 20250822 5075.0 ... 5080.00 5081.00 V
212 v2604 20250822 5265.0 ... 5268.00 5294.00 V
213 v2605 20250822 5280.0 ... 5297.00 5314.00 V
214 v2606 20250822 5331.0 ... 5328.00 5341.00 V
215 v2607 20250822 5362.0 ... 5356.00 5375.00 V
216 v2608 20250822 5370.0 ... 5370.00 5382.00 V
217 y2509 20250822 8426.0 ... 8470.00 8440.00 Y
218 y2511 20250822 8424.0 ... 8470.00 8434.00 Y
219 y2512 20250822 8438.0 ... 8488.00 8458.00 Y
220 y2601 20250822 8394.0 ... 8440.00 8404.00 Y
221 y2603 20250822 8336.0 ... 8378.00 8356.00 Y
222 y2605 20250822 8102.0 ... 8150.00 8112.00 Y
223 y2607 20250822 8054.0 ... 8084.00 8058.00 Y
224 y2608 20250822 8096.0 ... 8118.00 8112.00 Y
[225 rows x 12 columns]
2025-08-25 18:26:22,029 - future_1d - INFO - ak.get_dce_daily('2025-08-22') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250822 ... 78710 78600 CU
1 1 CU2510 20250822 ... 78700 78570 CU
2 2 CU2511 20250822 ... 78660 78530 CU
3 3 CU2512 20250822 ... 78630 78520 CU
4 4 CU2601 20250822 ... 78630 78540 CU
5 5 CU2602 20250822 ... 78620 78550 CU
6 6 CU2603 20250822 ... 78630 78540 CU
7 7 CU2604 20250822 ... 78650 78540 CU
8 8 CU2605 20250822 ... 78710 78570 CU
9 9 CU2606 20250822 ... 78720 78590 CU
10 10 CU2607 20250822 ... 78720 78620 CU
11 11 CU2608 20250822 ... 78730 78600 CU
12 12 BC2509 20250822 ... 69810 69700 BC
13 13 BC2510 20250822 ... 69840 69750 BC
14 14 BC2511 20250822 ... 69880 69880 BC
15 15 BC2512 20250822 ... 69780 69780 BC
16 16 BC2601 20250822 ... 70100 70100 BC
17 17 BC2602 20250822 ... 70100 70100 BC
18 18 BC2603 20250822 ... 70100 70100 BC
19 19 BC2604 20250822 ... 70100 70100 BC
20 20 BC2605 20250822 ... 69800 69570 BC
21 21 BC2606 20250822 ... 69790 69790 BC
22 22 BC2607 20250822 ... 69370 69370 BC
23 23 BC2608 20250822 ... 69370 69370 BC
24 24 AL2509 20250822 ... 20685 20635 AL
25 25 AL2510 20250822 ... 20670 20600 AL
26 26 AL2511 20250822 ... 20630 20565 AL
27 27 AL2512 20250822 ... 20590 20530 AL
28 28 AL2601 20250822 ... 20570 20515 AL
29 29 AL2602 20250822 ... 20565 20520 AL
30 30 AL2603 20250822 ... 20605 20550 AL
31 31 AL2604 20250822 ... 20605 20585 AL
32 32 AL2605 20250822 ... 20625 20595 AL
33 33 AL2606 20250822 ... 20640 20595 AL
34 34 AL2607 20250822 ... 20630 20600 AL
35 35 AL2608 20250822 ... 20660 20600 AL
36 36 ZN2509 20250822 ... 22260 22290 ZN
37 37 ZN2510 20250822 ... 22245 22285 ZN
38 38 ZN2511 20250822 ... 22230 22270 ZN
39 39 ZN2512 20250822 ... 22225 22265 ZN
40 40 ZN2601 20250822 ... 22215 22265 ZN
41 41 ZN2602 20250822 ... 22225 22280 ZN
42 42 ZN2603 20250822 ... 22260 22335 ZN
43 43 ZN2604 20250822 ... 22275 22350 ZN
44 44 ZN2605 20250822 ... 22285 22340 ZN
45 45 ZN2606 20250822 ... 22315 22345 ZN
46 46 ZN2607 20250822 ... 22300 22335 ZN
47 47 ZN2608 20250822 ... 22320 22340 ZN
48 48 PB2509 20250822 ... 16760 16760 PB
49 49 PB2510 20250822 ... 16765 16765 PB
50 50 PB2511 20250822 ... 16770 16780 PB
51 51 PB2512 20250822 ... 16800 16820 PB
52 52 PB2601 20250822 ... 16830 16855 PB
53 53 PB2602 20250822 ... 16895 16895 PB
54 54 PB2603 20250822 ... 16855 16880 PB
55 55 PB2604 20250822 ... 16900 16900 PB
56 56 PB2605 20250822 ... 16955 16900 PB
57 57 PB2606 20250822 ... 16990 16910 PB
58 58 PB2607 20250822 ... 16975 16975 PB
59 59 PB2608 20250822 ... 16990 16990 PB
60 60 NI2509 20250822 ... 119460 120070 NI
61 61 NI2510 20250822 ... 119610 120190 NI
62 62 NI2511 20250822 ... 119780 120410 NI
63 63 NI2512 20250822 ... 120010 120620 NI
64 64 NI2601 20250822 ... 120330 120850 NI
65 65 NI2602 20250822 ... 120580 121070 NI
66 66 NI2603 20250822 ... 120810 121490 NI
67 67 NI2604 20250822 ... 121210 121620 NI
68 68 NI2605 20250822 ... 121370 121990 NI
69 69 NI2606 20250822 ... 121700 122370 NI
70 70 NI2607 20250822 ... 121990 122220 NI
71 71 NI2608 20250822 ... 122430 122880 NI
72 72 SN2509 20250822 ... 266330 267650 SN
73 73 SN2510 20250822 ... 266530 267830 SN
74 74 SN2511 20250822 ... 266670 267910 SN
75 75 SN2512 20250822 ... 266700 268060 SN
76 76 SN2601 20250822 ... 267070 268310 SN
77 77 SN2602 20250822 ... 267140 267920 SN
78 78 SN2603 20250822 ... 267450 267910 SN
79 79 SN2604 20250822 ... 268060 268440 SN
80 80 SN2605 20250822 ... 268340 269900 SN
81 81 SN2606 20250822 ... 268190 269250 SN
82 82 SN2607 20250822 ... 268340 269440 SN
83 83 SN2608 20250822 ... 269810 269500 SN
84 84 AO2509 20250822 ... 3127 3140 AO
85 85 AO2510 20250822 ... 3118 3122 AO
86 86 AO2511 20250822 ... 3125 3131 AO
87 87 AO2512 20250822 ... 3133 3139 AO
88 88 AO2601 20250822 ... 3142 3149 AO
89 89 AO2602 20250822 ... 3135 3144 AO
90 90 AO2603 20250822 ... 3134 3145 AO
91 91 AO2604 20250822 ... 3131 3142 AO
92 92 AO2605 20250822 ... 3134 3143 AO
93 93 AO2606 20250822 ... 3140 3146 AO
94 94 AO2607 20250822 ... 3140 3162 AO
95 95 AO2608 20250822 ... 3141 3143 AO
96 96 AD2511 20250822 ... 20190 20130 AD
97 97 AD2512 20250822 ... 20185 20110 AD
98 98 AD2601 20250822 ... 20160 20115 AD
99 99 AD2602 20250822 ... 20090 19915 AD
100 100 AD2603 20250822 ... 20050 20050 AD
101 101 AD2604 20250822 ... 19975 19865 AD
102 102 AD2605 20250822 ... 19925 19890 AD
103 103 AD2606 20250822 ... 19765 19765 AD
104 104 AD2607 20250822 ... 19925 19925 AD
105 105 AD2608 20250822 ... 19925 19925 AD
106 106 AU2509 20250822 ... 773.94 775.14 AU
107 107 AU2510 20250822 ... 775.62 776.16 AU
108 108 AU2511 20250822 ... 776.98 778.1 AU
109 109 AU2512 20250822 ... 777.46 778.1 AU
110 110 AU2602 20250822 ... 779.6 780.2 AU
111 111 AU2604 20250822 ... 781.08 782.14 AU
112 112 AU2606 20250822 ... 782.52 784.04 AU
113 113 AU2608 20250822 ... 784.74 785.86 AU
114 114 AG2509 20250822 ... 9207 9147 AG
115 115 AG2510 20250822 ... 9220 9159 AG
116 116 AG2511 20250822 ... 9228 9169 AG
117 117 AG2512 20250822 ... 9239 9181 AG
118 118 AG2601 20250822 ... 9252 9193 AG
119 119 AG2602 20250822 ... 9265 9206 AG
120 120 AG2603 20250822 ... 9278 9216 AG
121 121 AG2604 20250822 ... 9289 9230 AG
122 122 AG2605 20250822 ... 9302 9243 AG
123 123 AG2606 20250822 ... 9318 9256 AG
124 124 AG2607 20250822 ... 9331 9277 AG
125 125 AG2608 20250822 ... 9352 9304 AG
126 126 RB2509 20250822 ... 3100 3113 RB
127 127 RB2510 20250822 ... 3116 3130 RB
128 128 RB2511 20250822 ... 3130 3145 RB
129 129 RB2512 20250822 ... 3178 3194 RB
130 130 RB2601 20250822 ... 3194 3208 RB
131 131 RB2602 20250822 ... 3183 3202 RB
132 132 RB2603 20250822 ... 3198 3215 RB
133 133 RB2604 20250822 ... 3216 3237 RB
134 134 RB2605 20250822 ... 3231 3252 RB
135 135 RB2606 20250822 ... 3245 3264 RB
136 136 RB2607 20250822 ... 3258 3281 RB
137 137 RB2608 20250822 ... 3262 3279 RB
138 138 WR2509 20250822 ... 3342 3342 WR
139 139 WR2510 20250822 ... 3360 3364 WR
140 140 WR2511 20250822 ... 3347 3353 WR
141 141 WR2512 20250822 ... 3459 3471 WR
142 142 WR2601 20250822 ... 3372 3372 WR
143 143 WR2602 20250822 ... 3503 3503 WR
144 144 WR2603 20250822 ... 3438 3438 WR
145 145 WR2604 20250822 ... 3455 3460 WR
146 146 WR2605 20250822 ... 3455 3455 WR
147 147 WR2606 20250822 ... 3407 3427 WR
148 148 WR2607 20250822 ... 3522 3522 WR
149 149 WR2608 20250822 ... 3547 3568 WR
150 150 HC2509 20250822 ... 3387 3425 HC
151 151 HC2510 20250822 ... 3358 3390 HC
152 152 HC2511 20250822 ... 3357 3389 HC
153 153 HC2512 20250822 ... 3356 3385 HC
154 154 HC2601 20250822 ... 3346 3376 HC
155 155 HC2602 20250822 ... 3353 3372 HC
156 156 HC2603 20250822 ... 3351 3379 HC
157 157 HC2604 20250822 ... 3355 3383 HC
158 158 HC2605 20250822 ... 3356 3381 HC
159 159 HC2606 20250822 ... 3365 3392 HC
160 160 HC2607 20250822 ... 3371 3396 HC
161 161 HC2608 20250822 ... 3374 3384 HC
162 162 SS2509 20250822 ... 12685 12750 SS
163 163 SS2510 20250822 ... 12755 12815 SS
164 164 SS2511 20250822 ... 12830 12875 SS
165 165 SS2512 20250822 ... 12860 12920 SS
166 166 SS2601 20250822 ... 12920 12990 SS
167 167 SS2602 20250822 ... 12950 12995 SS
168 168 SS2603 20250822 ... 13015 13070 SS
169 169 SS2604 20250822 ... 13075 13145 SS
170 170 SS2605 20250822 ... 13140 13185 SS
171 171 SS2606 20250822 ... 13190 13225 SS
172 172 SS2607 20250822 ... 13240 13350 SS
173 173 SS2608 20250822 ... 13300 13320 SS
174 174 SC2509 20250822 ... 485.6 479.9 SC
175 175 SC2510 20250822 ... 491 486.7 SC
176 176 SC2511 20250822 ... 489.6 485.7 SC
177 177 SC2512 20250822 ... 487.8 483.3 SC
178 178 SC2601 20250822 ... 486.8 482.4 SC
179 179 SC2602 20250822 ... 486.5 481.6 SC
180 180 SC2603 20250822 ... 485.8 481.2 SC
181 181 SC2604 20250822 ... 484.4 482.9 SC
182 182 SC2605 20250822 ... 483.7 480.7 SC
183 183 SC2606 20250822 ... 483.3 480.7 SC
184 184 SC2607 20250822 ... 482.8 480.4 SC
185 185 SC2608 20250822 ... 482 481.1 SC
186 186 SC2609 20250822 ... 480.6 473.4 SC
187 187 SC2612 20250822 ... 481.2 476.1 SC
188 188 SC2703 20250822 ... 481.1 468 SC
189 189 SC2706 20250822 ... 481.1 469.2 SC
190 190 SC2709 20250822 ... 475 470 SC
191 191 SC2712 20250822 ... 478.4 471.8 SC
192 192 SC2803 20250822 ... 469.9 469.9 SC
193 193 SC2806 20250822 ... 467.9 460.1 SC
194 194 LU2509 20250822 ... 3488 3441 LU
195 195 LU2510 20250822 ... 3469 3460 LU
196 196 LU2511 20250822 ... 3467 3461 LU
197 197 LU2512 20250822 ... 3453 3445 LU
198 198 LU2601 20250822 ... 3433 3423 LU
199 199 LU2602 20250822 ... 3423 3415 LU
200 200 LU2603 20250822 ... 3420 3411 LU
201 201 LU2604 20250822 ... 3418 3372 LU
202 202 LU2605 20250822 ... 3405 3401 LU
203 203 LU2606 20250822 ... 3407 3399 LU
204 204 LU2607 20250822 ... 3407 3398 LU
205 205 LU2608 20250822 ... 3401 3400 LU
206 206 FU2509 20250822 ... 2765 2682 FU
207 207 FU2510 20250822 ... 2767 2712 FU
208 208 FU2511 20250822 ... 2763 2716 FU
209 209 FU2512 20250822 ... 2756 2716 FU
210 210 FU2601 20250822 ... 2750 2718 FU
211 211 FU2602 20250822 ... 2750 2717 FU
212 212 FU2603 20250822 ... 2747 2720 FU
213 213 FU2604 20250822 ... 2745 2718 FU
214 214 FU2605 20250822 ... 2742 2717 FU
215 215 FU2606 20250822 ... 2735 2714 FU
216 216 FU2607 20250822 ... 2718 2695 FU
217 217 FU2608 20250822 ... 2705 2683 FU
218 218 BU2509 20250822 ... 3512 3491 BU
219 219 BU2510 20250822 ... 3479 3455 BU
220 220 BU2511 20250822 ... 3437 3408 BU
221 221 BU2512 20250822 ... 3388 3362 BU
222 222 BU2601 20250822 ... 3349 3325 BU
223 223 BU2602 20250822 ... 3357 3329 BU
224 224 BU2603 20250822 ... 3355 3313 BU
225 225 BU2604 20250822 ... 3357 3316 BU
226 226 BU2605 20250822 ... 3357 3317 BU
227 227 BU2606 20250822 ... 3352 3325 BU
228 228 BU2607 20250822 ... 3347 3330 BU
229 229 BU2608 20250822 ... 3317 3317 BU
230 230 BU2609 20250822 ... 3326 3308 BU
231 231 BU2612 20250822 ... 3304 3286 BU
232 232 BU2703 20250822 ... 3310 3299 BU
233 233 BU2706 20250822 ... 3321 3297 BU
234 234 BR2509 20250822 ... 11695 11765 BR
235 235 BR2510 20250822 ... 11700 11790 BR
236 236 BR2511 20250822 ... 11685 11780 BR
237 237 BR2512 20250822 ... 11695 11795 BR
238 238 BR2601 20250822 ... 11715 11800 BR
239 239 BR2602 20250822 ... 11760 11840 BR
240 240 BR2603 20250822 ... 11770 11825 BR
241 241 BR2604 20250822 ... 11770 11870 BR
242 242 BR2605 20250822 ... 11830 11885 BR
243 243 BR2606 20250822 ... 11880 11740 BR
244 244 BR2607 20250822 ... 12010 12025 BR
245 245 BR2608 20250822 ... 11825 11825 BR
246 246 RU2509 20250822 ... 14670 14780 RU
247 247 RU2510 20250822 ... 14680 14795 RU
248 248 RU2511 20250822 ... 14650 14780 RU
249 249 RU2601 20250822 ... 15640 15775 RU
250 250 RU2603 20250822 ... 15645 15800 RU
251 251 RU2604 20250822 ... 15700 15810 RU
252 252 RU2605 20250822 ... 15730 15870 RU
253 253 RU2606 20250822 ... 15765 15935 RU
254 254 RU2607 20250822 ... 15740 15960 RU
255 255 RU2608 20250822 ... 15940 15940 RU
256 256 NR2509 20250822 ... 12455 12570 NR
257 257 NR2510 20250822 ... 12515 12625 NR
258 258 NR2511 20250822 ... 12540 12650 NR
259 259 NR2512 20250822 ... 12565 12675 NR
260 260 NR2601 20250822 ... 12595 12705 NR
261 261 NR2602 20250822 ... 12570 12685 NR
262 262 NR2603 20250822 ... 12600 12730 NR
263 263 NR2604 20250822 ... 12650 12565 NR
264 264 NR2605 20250822 ... 12605 12800 NR
265 265 NR2606 20250822 ... 12745 12745 NR
266 266 NR2607 20250822 ... 12650 12650 NR
267 267 NR2608 20250822 ... 12650 12650 NR
268 268 SP2509 20250822 ... 5068 5084 SP
269 269 SP2510 20250822 ... 5072 5108 SP
270 270 SP2511 20250822 ... 5092 5126 SP
271 271 SP2512 20250822 ... 5110 5140 SP
272 272 SP2601 20250822 ... 5360 5378 SP
273 273 SP2602 20250822 ... 5324 5342 SP
274 274 SP2603 20250822 ... 5326 5344 SP
275 275 SP2604 20250822 ... 5328 5344 SP
276 276 SP2605 20250822 ... 5338 5350 SP
277 277 SP2606 20250822 ... 5332 5354 SP
278 278 SP2607 20250822 ... 5350 5362 SP
279 279 SP2608 20250822 ... 5356 5366 SP
280 280 EC2508 20250822 ... 2125 2121.9 EC
281 281 EC2510 20250822 ... 1324 1333.2 EC
282 282 EC2512 20250822 ... 1688.2 1741.6 EC
283 283 EC2602 20250822 ... 1485.3 1518 EC
284 284 EC2604 20250822 ... 1275.8 1304.6 EC
285 285 EC2606 20250822 ... 1451.2 1478 EC
286 287 SC_TAS2510 20250822 ... SC_TAS
287 288 SC_TAS2511 20250822 ... SC_TAS
288 289 SC_TAS2512 20250822 ... SC_TAS
[289 rows x 13 columns]
2025-08-25 18:26:22,141 - future_1d - INFO - ak.get_shfe_daily('2025-08-22') done
symbol date open ... settle pre_settle variety
0 PS2509 20250822 51960.0 ... 51190.0 51960.0 PS
1 PS2510 20250822 51720.0 ... 51315.0 52120.0 PS
2 PS2511 20250822 51880.0 ... 51205.0 52035.0 PS
3 PS2512 20250822 53595.0 ... 53460.0 54230.0 PS
4 PS2601 20250822 54080.0 ... 53525.0 54325.0 PS
5 PS2602 20250822 54220.0 ... 53685.0 54660.0 PS
6 PS2603 20250822 54100.0 ... 53835.0 54720.0 PS
7 PS2604 20250822 54575.0 ... 54070.0 54940.0 PS
8 PS2605 20250822 54385.0 ... 54020.0 54795.0 PS
9 PS2606 20250822 56800.0 ... 56705.0 57345.0 PS
10 PS2607 20250822 57040.0 ... 56840.0 57430.0 PS
11 PS2608 20250822 57150.0 ... 56955.0 57490.0 PS
13 SI2509 20250822 8565.0 ... 8620.0 8580.0 SI
14 SI2510 20250822 8625.0 ... 8665.0 8590.0 SI
15 SI2511 20250822 8660.0 ... 8670.0 8595.0 SI
16 SI2512 20250822 9020.0 ... 9005.0 8950.0 SI
17 SI2601 20250822 8930.0 ... 8990.0 8925.0 SI
18 SI2602 20250822 8955.0 ... 8970.0 8920.0 SI
19 SI2603 20250822 8940.0 ... 8990.0 8935.0 SI
20 SI2604 20250822 8950.0 ... 8995.0 8910.0 SI
21 SI2605 20250822 8915.0 ... 9010.0 8915.0 SI
22 SI2606 20250822 8975.0 ... 9025.0 8915.0 SI
23 SI2607 20250822 8965.0 ... 9025.0 8960.0 SI
24 SI2608 20250822 8925.0 ... 8975.0 8945.0 SI
27 LC2509 20250822 83860.0 ... 80160.0 82240.0 LC
28 LC2510 20250822 83000.0 ... 79940.0 82720.0 LC
29 LC2511 20250822 82500.0 ... 79620.0 82600.0 LC
30 LC2512 20250822 82200.0 ... 79160.0 82100.0 LC
31 LC2601 20250822 81360.0 ... 78820.0 81680.0 LC
32 LC2602 20250822 81220.0 ... 78260.0 81100.0 LC
33 LC2603 20250822 80620.0 ... 77920.0 80860.0 LC
34 LC2604 20250822 80520.0 ... 77800.0 80680.0 LC
35 LC2605 20250822 80200.0 ... 77860.0 80360.0 LC
36 LC2606 20250822 80160.0 ... 77520.0 80100.0 LC
37 LC2607 20250822 80100.0 ... 77580.0 80020.0 LC
38 LC2608 20250822 80600.0 ... 78180.0 80560.0 LC
[36 rows x 12 columns]
2025-08-25 18:26:22,339 - future_1d - INFO - ak.get_gfex_daily('2025-08-22') done
symbol date open ... settle pre_settle variety
0 IC2509 20250822 6660.200 ... 6787.200 6644.000 IC
1 IC2510 20250822 6616.000 ... 6750.800 6607.000 IC
2 IC2512 20250822 6544.000 ... 6662.800 6520.600 IC
3 IC2603 20250822 6404.000 ... 6537.800 6396.000 IC
4 IF2509 20250822 4283.000 ... 4374.400 4277.800 IF
5 IF2510 20250822 4274.000 ... 4369.400 4271.000 IF
6 IF2512 20250822 4262.600 ... 4353.400 4257.200 IF
7 IF2603 20250822 4240.800 ... 4334.400 4234.800 IF
8 IH2509 20250822 2869.000 ... 2929.400 2862.000 IH
9 IH2510 20250822 2870.000 ... 2928.000 2861.800 IH
10 IH2512 20250822 2870.000 ... 2931.000 2864.000 IH
11 IH2603 20250822 2875.000 ... 2932.800 2866.800 IH
12 IM2509 20250822 7210.000 ... 7319.600 7187.200 IM
13 IM2510 20250822 7144.200 ... 7272.600 7140.000 IM
14 IM2512 20250822 7060.800 ... 7159.200 7034.800 IM
15 IM2603 20250822 6881.800 ... 7009.800 6881.800 IM
16 T2509 20250822 108.140 ... 107.905 108.000 T
17 T2512 20250822 107.820 ... 107.655 107.855 T
18 T2603 20250822 107.710 ... 107.405 107.650 T
19 TF2509 20250822 105.450 ... 105.470 105.485 TF
20 TF2512 20250822 105.430 ... 105.370 105.440 TF
21 TF2603 20250822 105.355 ... 105.285 105.360 TF
22 TL2509 20250822 116.510 ... 116.440 116.580 TL
23 TL2512 20250822 116.030 ... 115.900 116.120 TL
24 TL2603 20250822 115.770 ... 115.540 115.780 TL
25 TS2509 20250822 102.330 ... 102.318 102.324 TS
26 TS2512 20250822 102.340 ... 102.318 102.344 TS
27 TS2603 20250822 102.328 ... 102.298 102.328 TS
[28 rows x 12 columns]
2025-08-25 18:26:22,614 - future_1d - INFO - ak.get_cffex_daily('2025-08-22') done
2025-08-25 18:26:24,357 - future_1d - INFO - save future_daily 2025-08-22 completed
symbol date open high ... turnover settle pre_settle variety
0 SC2509 20250825 487 488.7 ... 57692.29 486.8 485.6 SC
1 SC2510 20250825 494 495.8 ... 5075120.08 493.5 491 SC
2 SC2511 20250825 492.5 494.1 ... 576690 491.9 489.6 SC
3 SC2512 20250825 489.5 491.5 ... 215543.48 489.5 487.8 SC
4 SC2601 20250825 488.4 489.9 ... 25333.7 488.1 486.8 SC
5 SC2602 20250825 486.6 488.4 ... 4236.7 486.9 486.5 SC
6 SC2603 20250825 486.2 487.6 ... 6169.38 485.7 485.8 SC
7 SC2604 20250825 484.9 488.5 ... 5292.01 485.5 484.4 SC
8 SC2605 20250825 484.1 485.1 ... 3623.98 483.1 483.7 SC
9 SC2606 20250825 482.8 484.9 ... 5366.02 483.4 483.3 SC
10 SC2607 20250825 482.6 482.6 ... 144.35 481.1 482.8 SC
11 SC2608 20250825 482.9 483.2 ... 578.71 482.2 482 SC
12 SC2609 20250825 481.2 481.2 ... 288.44 480.7 480.6 SC
13 SC2612 20250825 483.6 483.7 ... 193.45 483.6 481.2 SC
14 SC2703 20250825 478.9 478.9 ... 47.89 478.9 481.1 SC
15 SC2706 20250825 ... 0 481.1 481.1 SC
16 SC2709 20250825 480 482.5 ... 1152.28 480.1 475 SC
17 SC2712 20250825 477.2 481 ... 958.49 479.2 478.4 SC
18 SC2803 20250825 479.5 479.5 ... 47.95 479.5 469.9 SC
19 SC2806 20250825 469.3 475.9 ... 896.63 471.9 467.9 SC
21 LU2509 20250825 3440 3548 ... 1173.787 3452 3488 LU
22 LU2510 20250825 3504 3532 ... 82723.748 3511 3469 LU
23 LU2511 20250825 3500 3531 ... 434045.122 3521 3467 LU
24 LU2512 20250825 3489 3521 ... 47729.7 3508 3453 LU
25 LU2601 20250825 3461 3499 ... 12132.053 3488 3433 LU
26 LU2602 20250825 3453 3476 ... 86.634 3465 3423 LU
27 LU2603 20250825 3445 3469 ... 38.042 3458 3420 LU
28 LU2604 20250825 3447 3463 ... 48.372 3455 3418 LU
29 LU2605 20250825 3409 3460 ... 199.719 3443 3405 LU
30 LU2606 20250825 3427 3451 ... 24.07 3438 3407 LU
31 LU2607 20250825 3425 3448 ... 48.084 3434 3407 LU
32 LU2608 20250825 3426 3446 ... 27.482 3435 3401 LU
34 NR2509 20250825 12500 12785 ... 31928.135 12665 12455 NR
35 NR2510 20250825 12570 12845 ... 1079578.47 12720 12515 NR
36 NR2511 20250825 12580 12860 ... 275391.085 12750 12540 NR
37 NR2512 20250825 12620 12880 ... 11771.35 12790 12565 NR
38 NR2601 20250825 12650 12910 ... 96347.26 12805 12595 NR
39 NR2602 20250825 12645 12895 ... 1214.065 12775 12570 NR
40 NR2603 20250825 12725 12885 ... 318.415 12735 12600 NR
41 NR2604 20250825 12770 12775 ... 38.285 12760 12650 NR
42 NR2605 20250825 12915 12915 ... 12.915 12915 12605 NR
43 NR2606 20250825 ... 0 12745 12745 NR
44 NR2607 20250825 ... 0 12780 12650 NR
45 NR2608 20250825 ... 0 12780 12650 NR
47 BC2509 20250825 69780 70880 ... 115669.915 70290 69810 BC
48 BC2510 20250825 69880 70940 ... 48212.825 70380 69840 BC
49 BC2511 20250825 70490 70650 ... 141.07 70530 69880 BC
50 BC2512 20250825 ... 0 69780 69780 BC
51 BC2601 20250825 ... 0 70100 70100 BC
52 BC2602 20250825 ... 0 70100 70100 BC
53 BC2603 20250825 ... 0 70100 70100 BC
54 BC2604 20250825 ... 0 70100 70100 BC
55 BC2605 20250825 ... 0 69800 69800 BC
56 BC2606 20250825 ... 0 69790 69790 BC
57 BC2607 20250825 ... 0 69370 69370 BC
58 BC2608 20250825 ... 0 69370 69370 BC
60 EC2508 20250825 2123 2136 ... 1469.589 2129.8 2125 EC
61 EC2510 20250825 1323 1379.4 ... 266069.164 1356.3 1324 EC
62 EC2512 20250825 1680 1711.6 ... 61630.013 1691 1688.2 EC
63 EC2602 20250825 1480.1 1521 ... 7985.4335 1492.6 1485.3 EC
64 EC2604 20250825 1287.9 1309.8 ... 8077.539 1294.4 1275.8 EC
65 EC2606 20250825 1446 1470 ... 1015.9595 1451.3 1451.2 EC
68 SC_TAS2510 20250825 ... SC_TAS
69 SC_TAS2511 20250825 ... SC_TAS
70 SC_TAS2512 20250825 ... SC_TAS
[65 rows x 12 columns]
2025-08-25 18:26:34,162 - future_1d - INFO - ak.get_ine_daily('2025-08-25') done
symbol date open high ... turnover settle pre_settle variety
0 AP510 20250825 8120.0 8214.0 ... 427020.91 8143.0 8090.0 AP
1 AP511 20250825 7988.0 8013.0 ... 2773.61 7947.0 7900.0 AP
2 AP512 20250825 7972.0 7979.0 ... 71.64 7960.0 7916.0 AP
3 AP601 20250825 8025.0 8124.0 ... 70108.70 8058.0 8001.0 AP
4 AP603 20250825 8007.0 8007.0 ... 63.67 7959.0 7923.0 AP
5 AP604 20250825 7960.0 8008.0 ... 111.58 7970.0 7943.0 AP
6 AP605 20250825 8055.0 8100.0 ... 812.10 8041.0 8003.0 AP
7 CF509 20250825 13800.0 13865.0 ... 254693.74 13815.0 13750.0 CF
8 CF511 20250825 13955.0 14080.0 ... 257264.09 14020.0 13945.0 CF
9 CF601 20250825 14050.0 14180.0 ... 1745785.95 14115.0 14015.0 CF
10 CF603 20250825 14005.0 14135.0 ... 2818.65 14060.0 13980.0 CF
11 CF605 20250825 14000.0 14135.0 ... 66017.68 14065.0 13990.0 CF
12 CF607 20250825 14020.0 14135.0 ... 337.84 14075.0 13980.0 CF
13 CJ509 20250825 10100.0 10240.0 ... 8682.33 10175.0 10160.0 CJ
14 CJ512 20250825 11145.0 11380.0 ... 11031.79 11285.0 11250.0 CJ
15 CJ601 20250825 11275.0 11495.0 ... 742167.00 11395.0 11345.0 CJ
16 CJ603 20250825 11305.0 11525.0 ... 6256.12 11425.0 11390.0 CJ
17 CJ605 20250825 11470.0 11625.0 ... 101844.62 11535.0 11500.0 CJ
18 CJ607 20250825 11630.0 11790.0 ... 825.32 11705.0 11670.0 CJ
19 CY509 20250825 20060.0 20135.0 ... 653.44 20105.0 20045.0 CY
20 CY510 20250825 0.0 0.0 ... 0.00 19705.0 19705.0 CY
21 CY511 20250825 20080.0 20195.0 ... 80714.19 20160.0 20075.0 CY
22 CY512 20250825 0.0 0.0 ... 0.00 19905.0 19905.0 CY
23 CY601 20250825 20140.0 20205.0 ... 1310.25 20160.0 20055.0 CY
24 CY602 20250825 0.0 0.0 ... 0.00 20015.0 20015.0 CY
25 CY603 20250825 0.0 0.0 ... 0.00 20295.0 20295.0 CY
26 CY604 20250825 0.0 0.0 ... 0.00 20030.0 20030.0 CY
27 CY605 20250825 20355.0 20405.0 ... 50.96 20385.0 20290.0 CY
28 CY606 20250825 0.0 0.0 ... 0.00 20010.0 20010.0 CY
29 CY607 20250825 0.0 0.0 ... 0.00 20205.0 20150.0 CY
30 CY608 20250825 20375.0 20375.0 ... 10.19 20375.0 20300.0 CY
31 FG509 20250825 1000.0 1020.0 ... 558552.14 1007.0 990.0 FG
32 FG510 20250825 1100.0 1127.0 ... 135314.07 1110.0 1077.0 FG
33 FG511 20250825 1087.0 1116.0 ... 169830.47 1099.0 1073.0 FG
34 FG512 20250825 1182.0 1218.0 ... 97518.60 1197.0 1170.0 FG
35 FG601 20250825 1176.0 1215.0 ... 6130583.98 1194.0 1165.0 FG
36 FG602 20250825 1236.0 1263.0 ... 3703.95 1245.0 1221.0 FG
37 FG603 20250825 1236.0 1262.0 ... 2127.95 1247.0 1221.0 FG
38 FG604 20250825 1275.0 1306.0 ... 1169.01 1293.0 1268.0 FG
39 FG605 20250825 1272.0 1298.0 ... 138074.36 1286.0 1261.0 FG
40 FG606 20250825 1299.0 1322.0 ... 2901.32 1312.0 1289.0 FG
41 FG607 20250825 1292.0 1316.0 ... 2475.78 1303.0 1284.0 FG
42 FG608 20250825 1316.0 1340.0 ... 943.30 1325.0 1303.0 FG
43 JR509 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
44 JR511 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
45 JR601 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
46 JR603 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
47 JR605 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
48 JR607 20250825 0.0 0.0 ... 0.00 2662.0 2662.0 JR
49 LR509 20250825 0.0 0.0 ... 0.00 2360.0 2360.0 LR
50 LR511 20250825 0.0 0.0 ... 0.00 2360.0 2360.0 LR
51 LR601 20250825 0.0 0.0 ... 0.00 2360.0 2360.0 LR
52 MA509 20250825 2294.0 2316.0 ... 65650.06 2306.0 2302.0 MA
53 MA510 20250825 2327.0 2350.0 ... 61450.53 2341.0 2337.0 MA
54 MA511 20250825 2350.0 2376.0 ... 103024.83 2365.0 2356.0 MA
55 MA512 20250825 2387.0 2415.0 ... 36861.61 2403.0 2394.0 MA
56 MA601 20250825 2406.0 2436.0 ... 1114015.17 2423.0 2410.0 MA
57 MA602 20250825 2423.0 2440.0 ... 102.15 2432.0 2415.0 MA
58 MA603 20250825 2429.0 2440.0 ... 165.20 2429.0 2416.0 MA
59 MA604 20250825 0.0 0.0 ... 0.00 2416.0 2402.0 MA
60 MA605 20250825 2386.0 2411.0 ... 34558.41 2400.0 2383.0 MA
61 MA606 20250825 2406.0 2406.0 ... 4.81 2406.0 2395.0 MA
62 MA607 20250825 2399.0 2417.0 ... 74.66 2408.0 2394.0 MA
63 MA608 20250825 2408.0 2414.0 ... 26.50 2409.0 2404.0 MA
64 OI509 20250825 9999.0 10025.0 ... 142680.44 9986.0 9946.0 OI
65 OI511 20250825 9969.0 9998.0 ... 418048.70 9948.0 9917.0 OI
66 OI601 20250825 9900.0 9945.0 ... 2939237.73 9890.0 9854.0 OI
67 OI603 20250825 9813.0 9865.0 ... 3060.39 9809.0 9769.0 OI
68 OI605 20250825 9714.0 9773.0 ... 44381.99 9720.0 9682.0 OI
69 OI607 20250825 9656.0 9706.0 ... 77.47 9684.0 9660.0 OI
70 PF509 20250825 6516.0 6526.0 ... 2379.48 6492.0 6512.0 PF
71 PF510 20250825 6612.0 6636.0 ... 441516.47 6604.0 6614.0 PF
72 PF511 20250825 6596.0 6626.0 ... 255519.16 6596.0 6594.0 PF
73 PF512 20250825 6580.0 6612.0 ... 95820.21 6582.0 6576.0 PF
74 PF601 20250825 6564.0 6604.0 ... 21254.43 6576.0 6568.0 PF
75 PF602 20250825 6582.0 6598.0 ... 62.52 6582.0 6578.0 PF
76 PF603 20250825 0.0 0.0 ... 0.00 6598.0 6592.0 PF
77 PF604 20250825 6636.0 6636.0 ... 3.32 6636.0 6622.0 PF
78 PF605 20250825 6662.0 6666.0 ... 26.61 6654.0 6642.0 PF
79 PF606 20250825 6670.0 6670.0 ... 3.34 6670.0 6656.0 PF
80 PF607 20250825 6676.0 6676.0 ... 3.34 6676.0 6656.0 PF
81 PF608 20250825 0.0 0.0 ... 0.00 6662.0 6662.0 PF
82 PK510 20250825 7998.0 8012.0 ... 74898.44 7976.0 8004.0 PK
83 PK511 20250825 7770.0 7816.0 ... 309107.08 7778.0 7792.0 PK
84 PK512 20250825 7800.0 7852.0 ... 62962.84 7824.0 7832.0 PK
85 PK601 20250825 7840.0 7910.0 ... 45139.91 7876.0 7896.0 PK
86 PK603 20250825 7870.0 7904.0 ... 540.77 7894.0 7896.0 PK
87 PK604 20250825 7890.0 7900.0 ... 149.91 7890.0 7896.0 PK
88 PK605 20250825 7898.0 7916.0 ... 6013.93 7892.0 7904.0 PK
89 PL601 20250825 6493.0 6514.0 ... 24664.38 6491.0 6473.0 PL
90 PL602 20250825 6543.0 6543.0 ... 65.33 6533.0 6503.0 PL
91 PL603 20250825 6527.0 6527.0 ... 13.05 6527.0 6501.0 PL
92 PL604 20250825 0.0 0.0 ... 0.00 6498.0 6498.0 PL
93 PL605 20250825 6376.0 6387.0 ... 38.30 6383.0 6393.0 PL
94 PL606 20250825 6522.0 6522.0 ... 64.79 6479.0 6483.0 PL
95 PL607 20250825 6512.0 6512.0 ... 13.02 6512.0 6535.0 PL
96 PL608 20250825 0.0 0.0 ... 0.00 6500.0 6500.0 PL
97 PM509 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
98 PM511 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
99 PM601 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
100 PM603 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
101 PM605 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
102 PM607 20250825 0.0 0.0 ... 0.00 3122.0 3122.0 PM
103 PR509 20250825 5930.0 5946.0 ... 6262.17 5906.0 5938.0 PR
104 PR510 20250825 6036.0 6064.0 ... 188128.83 6040.0 6038.0 PR
105 PR511 20250825 6038.0 6078.0 ... 900806.53 6050.0 6050.0 PR
106 PR512 20250825 6054.0 6074.0 ... 482316.77 6052.0 6048.0 PR
107 PR601 20250825 6036.0 6078.0 ... 8002.99 6056.0 6048.0 PR
108 PR602 20250825 0.0 0.0 ... 0.00 6070.0 6052.0 PR
109 PR603 20250825 6088.0 6088.0 ... 9.13 6088.0 6080.0 PR
110 PR604 20250825 6100.0 6130.0 ... 18.35 6116.0 6074.0 PR
111 PR605 20250825 6116.0 6138.0 ... 27.51 6114.0 6086.0 PR
112 PR606 20250825 0.0 0.0 ... 0.00 6080.0 6078.0 PR
113 PR607 20250825 0.0 0.0 ... 0.00 6082.0 6080.0 PR
114 PR608 20250825 0.0 0.0 ... 0.00 6080.0 6076.0 PR
115 PX509 20250825 7032.0 7080.0 ... 11944.43 7030.0 7046.0 PX
116 PX510 20250825 7000.0 7060.0 ... 186005.41 7024.0 7018.0 PX
117 PX511 20250825 6964.0 7024.0 ... 780053.76 6982.0 6966.0 PX
118 PX512 20250825 6928.0 6984.0 ... 100431.93 6946.0 6930.0 PX
119 PX601 20250825 6888.0 6950.0 ... 121920.99 6912.0 6894.0 PX
120 PX602 20250825 6916.0 6926.0 ... 6.92 6922.0 6874.0 PX
121 PX603 20250825 6912.0 6922.0 ... 6.92 6918.0 6880.0 PX
122 PX604 20250825 6882.0 6882.0 ... 3.44 6882.0 6884.0 PX
123 PX605 20250825 6924.0 6932.0 ... 457.53 6880.0 6890.0 PX
124 PX606 20250825 6890.0 6890.0 ... 37.83 6878.0 6880.0 PX
125 PX607 20250825 6848.0 6856.0 ... 23.99 6854.0 6854.0 PX
126 PX608 20250825 0.0 0.0 ... 0.00 6842.0 6842.0 PX
127 RI509 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
128 RI511 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
129 RI601 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
130 RI603 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
131 RI605 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
132 RI607 20250825 0.0 0.0 ... 0.00 2479.0 2479.0 RI
133 RM509 20250825 2579.0 2616.0 ... 32249.67 2602.0 2587.0 RM
134 RM511 20250825 2567.0 2609.0 ... 26845.36 2592.0 2572.0 RM
135 RM601 20250825 2544.0 2577.0 ... 794871.90 2559.0 2548.0 RM
136 RM603 20250825 2493.0 2509.0 ... 11263.05 2495.0 2491.0 RM
137 RM605 20250825 2469.0 2491.0 ... 100642.01 2478.0 2474.0 RM
138 RM607 20250825 2452.0 2470.0 ... 6358.99 2460.0 2456.0 RM
139 RM608 20250825 2525.0 2537.0 ... 126.42 2528.0 2521.0 RM
140 RS509 20250825 4844.0 4865.0 ... 150.33 4849.0 4860.0 RS
141 RS511 20250825 5292.0 5327.0 ... 10.62 5310.0 5313.0 RS
142 RS607 20250825 0.0 0.0 ... 0.00 5646.0 5646.0 RS
143 RS608 20250825 0.0 0.0 ... 0.00 5627.0 5627.0 RS
144 SA509 20250825 1229.0 1240.0 ... 180118.25 1230.0 1217.0 SA
145 SA510 20250825 1260.0 1278.0 ... 307924.33 1264.0 1251.0 SA
146 SA511 20250825 1267.0 1284.0 ... 427621.83 1268.0 1253.0 SA
147 SA512 20250825 1317.0 1345.0 ... 164658.44 1328.0 1305.0 SA
148 SA601 20250825 1328.0 1354.0 ... 5243657.41 1335.0 1314.0 SA
149 SA602 20250825 1341.0 1369.0 ... 7604.81 1352.0 1329.0 SA
150 SA603 20250825 1344.0 1370.0 ... 3814.67 1353.0 1333.0 SA
151 SA604 20250825 1378.0 1403.0 ... 2155.96 1386.0 1361.0 SA
152 SA605 20250825 1382.0 1408.0 ... 162697.26 1389.0 1368.0 SA
153 SA606 20250825 1390.0 1411.0 ... 1583.61 1394.0 1374.0 SA
154 SA607 20250825 1390.0 1410.0 ... 2062.71 1396.0 1375.0 SA
155 SA608 20250825 1410.0 1424.0 ... 1083.31 1407.0 1402.0 SA
156 SF509 20250825 5506.0 5526.0 ... 24864.99 5492.0 5442.0 SF
157 SF510 20250825 5520.0 5540.0 ... 117283.65 5502.0 5456.0 SF
158 SF511 20250825 5708.0 5728.0 ... 570425.22 5688.0 5630.0 SF
159 SF512 20250825 5692.0 5704.0 ... 41540.77 5662.0 5612.0 SF
160 SF601 20250825 5688.0 5700.0 ... 130777.77 5666.0 5606.0 SF
161 SF602 20250825 5630.0 5660.0 ... 614.41 5638.0 5570.0 SF
162 SF603 20250825 5818.0 5824.0 ... 60.98 5808.0 5754.0 SF
163 SF604 20250825 5822.0 5822.0 ... 26.10 5800.0 5752.0 SF
164 SF605 20250825 5800.0 5820.0 ... 1428.78 5796.0 5730.0 SF
165 SF606 20250825 5752.0 5778.0 ... 74.89 5762.0 5706.0 SF
166 SF607 20250825 5898.0 5920.0 ... 32.43 5898.0 5858.0 SF
167 SF608 20250825 0.0 0.0 ... 0.00 5860.0 5832.0 SF
168 SH509 20250825 2625.0 2625.0 ... 72818.76 2599.0 2607.0 SH
169 SH510 20250825 2772.0 2781.0 ... 614939.93 2751.0 2756.0 SH
170 SH511 20250825 2788.0 2804.0 ... 1118982.80 2774.0 2769.0 SH
171 SH512 20250825 2787.0 2800.0 ... 198008.45 2776.0 2765.0 SH
172 SH601 20250825 2745.0 2762.0 ... 4247537.75 2740.0 2726.0 SH
173 SH602 20250825 2749.0 2767.0 ... 5920.83 2745.0 2744.0 SH
174 SH603 20250825 2754.0 2773.0 ... 4106.67 2754.0 2743.0 SH
175 SH604 20250825 2792.0 2806.0 ... 704.24 2795.0 2785.0 SH
176 SH605 20250825 2796.0 2821.0 ... 47210.72 2802.0 2791.0 SH
177 SH606 20250825 2800.0 2811.0 ... 672.17 2801.0 2791.0 SH
178 SH607 20250825 2773.0 2787.0 ... 224.86 2776.0 2770.0 SH
179 SH608 20250825 2791.0 2800.0 ... 125.87 2797.0 2791.0 SH
180 SM509 20250825 5808.0 5826.0 ... 94681.69 5794.0 5724.0 SM
181 SM510 20250825 5784.0 5832.0 ... 79197.06 5800.0 5728.0 SM
182 SM511 20250825 5874.0 5904.0 ... 189750.85 5872.0 5794.0 SM
183 SM512 20250825 5882.0 5908.0 ... 25744.72 5880.0 5806.0 SM
184 SM601 20250825 5886.0 5914.0 ... 668615.47 5884.0 5808.0 SM
185 SM602 20250825 5912.0 5918.0 ... 218.23 5898.0 5824.0 SM
186 SM603 20250825 5912.0 5936.0 ... 230.57 5912.0 5846.0 SM
187 SM604 20250825 5914.0 5934.0 ... 26.63 5918.0 5852.0 SM
188 SM605 20250825 5948.0 5962.0 ... 9927.84 5932.0 5858.0 SM
189 SM606 20250825 5932.0 5956.0 ... 20.77 5936.0 5864.0 SM
190 SM607 20250825 5956.0 5972.0 ... 11.92 5960.0 5890.0 SM
191 SM608 20250825 0.0 0.0 ... 0.00 5964.0 5896.0 SM
192 SR509 20250825 5725.0 5739.0 ... 34401.81 5729.0 5721.0 SR
193 SR511 20250825 5659.0 5674.0 ... 140761.03 5665.0 5660.0 SR
194 SR601 20250825 5672.0 5696.0 ... 756583.90 5685.0 5673.0 SR
195 SR603 20250825 5646.0 5670.0 ... 1749.50 5662.0 5647.0 SR
196 SR605 20250825 5634.0 5650.0 ... 19023.78 5643.0 5632.0 SR
197 SR607 20250825 5636.0 5638.0 ... 816.96 5634.0 5622.0 SR
198 TA509 20250825 4860.0 4886.0 ... 235838.39 4844.0 4850.0 TA
199 TA510 20250825 4878.0 4914.0 ... 361810.98 4884.0 4884.0 TA
200 TA511 20250825 4874.0 4900.0 ... 228263.52 4870.0 4862.0 TA
201 TA512 20250825 4878.0 4900.0 ... 75837.02 4870.0 4864.0 TA
202 TA601 20250825 4878.0 4902.0 ... 1856164.03 4874.0 4864.0 TA
203 TA602 20250825 4888.0 4896.0 ... 136.47 4874.0 4868.0 TA
204 TA603 20250825 4900.0 4906.0 ... 310.41 4888.0 4872.0 TA
205 TA604 20250825 4882.0 4912.0 ... 66.01 4890.0 4880.0 TA
206 TA605 20250825 4900.0 4926.0 ... 31250.42 4902.0 4888.0 TA
207 TA606 20250825 4900.0 4916.0 ... 17.19 4912.0 4912.0 TA
208 TA607 20250825 4936.0 4938.0 ... 27.08 4924.0 4898.0 TA
209 TA608 20250825 4930.0 4930.0 ... 9.83 4914.0 4896.0 TA
210 UR509 20250825 1714.0 1725.0 ... 20573.49 1717.0 1724.0 UR
211 UR510 20250825 1722.0 1734.0 ... 20512.16 1726.0 1725.0 UR
212 UR511 20250825 1746.0 1754.0 ... 41468.09 1746.0 1747.0 UR
213 UR512 20250825 1742.0 1752.0 ... 714.88 1744.0 1744.0 UR
214 UR601 20250825 1741.0 1754.0 ... 677925.29 1746.0 1748.0 UR
215 UR602 20250825 1751.0 1752.0 ... 492.23 1746.0 1741.0 UR
216 UR603 20250825 1789.0 1789.0 ... 421.52 1786.0 1780.0 UR
217 UR604 20250825 1783.0 1789.0 ... 49.93 1783.0 1783.0 UR
218 UR605 20250825 1785.0 1795.0 ... 27554.88 1789.0 1787.0 UR
219 UR606 20250825 1784.0 1788.0 ... 164.12 1784.0 1780.0 UR
220 UR607 20250825 1799.0 1804.0 ... 75.59 1800.0 1793.0 UR
221 UR608 20250825 1793.0 1801.0 ... 75.35 1794.0 1789.0 UR
222 WH509 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
223 WH511 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
224 WH601 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
225 WH603 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
226 WH605 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
227 WH607 20250825 0.0 0.0 ... 0.00 3198.0 3198.0 WH
228 ZC509 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
229 ZC510 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
230 ZC511 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
231 ZC512 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
232 ZC601 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
233 ZC602 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
234 ZC603 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
235 ZC604 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
236 ZC605 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
237 ZC606 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
238 ZC607 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
239 ZC608 20250825 0.0 0.0 ... 0.00 801.4 801.4 ZC
[240 rows x 12 columns]
2025-08-25 18:26:34,491 - future_1d - INFO - ak.get_czce_daily('2025-08-25') done
symbol date open ... settle pre_settle variety
0 a2509 20250825 4109.00 ... 4114.00 4106.00 A
1 a2511 20250825 3988.00 ... 3998.00 3989.00 A
2 a2601 20250825 4009.00 ... 4003.00 3993.00 A
3 a2603 20250825 4000.00 ... 4010.00 4000.00 A
4 a2605 20250825 4048.00 ... 4054.00 4042.00 A
5 a2607 20250825 4049.00 ... 4056.00 4041.00 A
6 b2509 20250825 3722.00 ... 3718.00 3725.00 B
7 b2510 20250825 3755.00 ... 3763.00 3765.00 B
8 b2511 20250825 3801.00 ... 3815.00 3806.00 B
9 b2512 20250825 3831.00 ... 3849.00 3833.00 B
10 b2601 20250825 3815.00 ... 3839.00 3819.00 B
11 b2602 20250825 3793.00 ... 3813.00 3791.00 B
12 b2603 20250825 3739.00 ... 3749.00 3737.00 B
13 b2604 20250825 3636.00 ... 3647.00 3640.00 B
14 b2605 20250825 3565.00 ... 3577.00 3572.00 B
15 b2606 20250825 3557.00 ... 3563.00 3554.00 B
16 b2607 20250825 3545.00 ... 3556.00 3545.00 B
17 b2608 20250825 3618.00 ... 3619.00 3619.00 B
18 bb2509 20250825 0.00 ... 143.15 143.15 BB
19 bb2511 20250825 145.75 ... 145.00 146.55 BB
20 bb2601 20250825 148.05 ... 146.90 147.20 BB
21 bb2603 20250825 0.00 ... 146.70 146.95 BB
22 bb2605 20250825 0.00 ... 140.50 140.75 BB
23 bb2607 20250825 0.00 ... 146.25 146.50 BB
24 bz2603 20250825 6223.00 ... 6217.00 6214.00 BZ
25 bz2604 20250825 6197.00 ... 6182.00 6181.00 BZ
26 bz2605 20250825 6197.00 ... 6183.00 6168.00 BZ
27 bz2606 20250825 0.00 ... 6180.00 6180.00 BZ
28 bz2607 20250825 0.00 ... 6175.00 6175.00 BZ
29 c2509 20250825 2209.00 ... 2212.00 2197.00 C
30 c2511 20250825 2175.00 ... 2164.00 2157.00 C
31 c2601 20250825 2175.00 ... 2166.00 2159.00 C
32 c2603 20250825 2191.00 ... 2183.00 2177.00 C
33 c2605 20250825 2240.00 ... 2236.00 2233.00 C
34 c2607 20250825 2263.00 ... 2254.00 2251.00 C
35 cs2509 20250825 2590.00 ... 2578.00 2562.00 CS
36 cs2511 20250825 2498.00 ... 2491.00 2473.00 CS
37 cs2601 20250825 2518.00 ... 2520.00 2506.00 CS
38 cs2603 20250825 2543.00 ... 2531.00 2513.00 CS
39 cs2605 20250825 2600.00 ... 2596.00 2587.00 CS
40 cs2607 20250825 2607.00 ... 2599.00 2595.00 CS
41 eb2508 20250825 0.00 ... 7000.00 7000.00 EB
42 eb2509 20250825 7337.00 ... 7357.00 7319.00 EB
43 eb2510 20250825 7380.00 ... 7380.00 7346.00 EB
44 eb2511 20250825 7365.00 ... 7388.00 7352.00 EB
45 eb2512 20250825 7389.00 ... 7394.00 7361.00 EB
46 eb2601 20250825 7400.00 ... 7408.00 7371.00 EB
47 eb2602 20250825 7388.00 ... 7423.00 7388.00 EB
48 eb2603 20250825 7482.00 ... 7435.00 7418.00 EB
49 eb2604 20250825 7509.00 ... 7469.00 7422.00 EB
50 eb2605 20250825 7532.00 ... 7493.00 7456.00 EB
51 eb2606 20250825 7508.00 ... 7482.00 7453.00 EB
52 eb2607 20250825 0.00 ... 7341.00 7341.00 EB
53 eg2508 20250825 0.00 ... 4407.00 4407.00 EG
54 eg2509 20250825 4428.00 ... 4443.00 4423.00 EG
55 eg2510 20250825 4439.00 ... 4460.00 4447.00 EG
56 eg2511 20250825 4459.00 ... 4480.00 4459.00 EG
57 eg2512 20250825 4476.00 ... 4491.00 4469.00 EG
58 eg2601 20250825 4474.00 ... 4502.00 4478.00 EG
59 eg2602 20250825 4514.00 ... 4514.00 4489.00 EG
60 eg2603 20250825 4524.00 ... 4516.00 4496.00 EG
61 eg2604 20250825 4533.00 ... 4540.00 4511.00 EG
62 eg2605 20250825 4516.00 ... 4544.00 4516.00 EG
63 eg2606 20250825 0.00 ... 4524.00 4524.00 EG
64 eg2607 20250825 0.00 ... 4513.00 4513.00 EG
65 fb2509 20250825 1258.00 ... 1266.50 1258.00 FB
66 fb2510 20250825 1273.00 ... 1275.00 1276.00 FB
67 fb2511 20250825 1264.50 ... 1274.50 1273.50 FB
68 fb2512 20250825 1270.00 ... 1275.50 1273.50 FB
69 fb2601 20250825 1276.00 ... 1277.00 1274.00 FB
70 fb2602 20250825 1275.00 ... 1278.00 1277.50 FB
71 fb2603 20250825 0.00 ... 1313.50 1313.50 FB
72 fb2604 20250825 0.00 ... 1310.50 1310.50 FB
73 fb2605 20250825 0.00 ... 1311.00 1311.00 FB
74 fb2606 20250825 0.00 ... 1330.00 1330.00 FB
75 fb2607 20250825 0.00 ... 1302.50 1302.50 FB
76 fb2608 20250825 0.00 ... 1302.50 1302.50 FB
77 i2509 20250825 795.00 ... 800.00 789.00 I
78 i2510 20250825 785.00 ... 795.50 785.00 I
79 i2511 20250825 782.00 ... 793.00 782.50 I
80 i2512 20250825 779.50 ... 790.00 777.00 I
81 i2601 20250825 772.00 ... 782.00 769.50 I
82 i2602 20250825 765.00 ... 777.00 764.00 I
83 i2603 20250825 762.50 ... 772.50 759.50 I
84 i2604 20250825 757.50 ... 767.00 753.50 I
85 i2605 20250825 747.50 ... 759.00 746.00 I
86 i2606 20250825 746.50 ... 755.00 741.50 I
87 i2607 20250825 742.50 ... 750.50 738.00 I
88 i2608 20250825 738.00 ... 746.00 734.50 I
89 j2509 20250825 1625.00 ... 1650.00 1615.50 J
90 j2510 20250825 1648.00 ... 1662.00 1628.00 J
91 j2511 20250825 1666.50 ... 1686.00 1644.50 J
92 j2512 20250825 1686.00 ... 1712.00 1652.00 J
93 j2601 20250825 1679.00 ... 1722.50 1663.50 J
94 j2602 20250825 1735.50 ... 1739.50 1701.50 J
95 j2603 20250825 1755.00 ... 1755.00 1703.50 J
96 j2604 20250825 1800.00 ... 1800.00 1770.00 J
97 j2605 20250825 1778.50 ... 1819.50 1754.50 J
98 j2606 20250825 0.00 ... 1799.50 1776.50 J
99 j2607 20250825 1830.00 ... 1833.00 1782.50 J
100 j2608 20250825 1834.00 ... 1818.50 1764.00 J
101 jd2508 20250825 0.00 ... 2940.00 2940.00 JD
102 jd2509 20250825 2950.00 ... 2955.00 2904.00 JD
103 jd2510 20250825 3035.00 ... 3031.00 3026.00 JD
104 jd2511 20250825 3115.00 ... 3084.00 3084.00 JD
105 jd2512 20250825 3281.00 ... 3231.00 3266.00 JD
106 jd2601 20250825 3434.00 ... 3394.00 3429.00 JD
107 jd2602 20250825 3149.00 ... 3124.00 3133.00 JD
108 jd2603 20250825 3150.00 ... 3140.00 3159.00 JD
109 jd2604 20250825 3349.00 ... 3340.00 3362.00 JD
110 jd2605 20250825 3510.00 ... 3495.00 3513.00 JD
111 jd2606 20250825 3370.00 ... 3344.00 3358.00 JD
112 jd2607 20250825 3618.00 ... 3603.00 3607.00 JD
113 jm2509 20250825 1048.00 ... 1063.00 1029.50 JM
114 jm2510 20250825 1072.50 ... 1092.00 1049.50 JM
115 jm2511 20250825 1110.00 ... 1133.50 1080.50 JM
116 jm2512 20250825 1132.50 ... 1168.50 1111.00 JM
117 jm2601 20250825 1162.00 ... 1198.50 1141.50 JM
118 jm2602 20250825 1178.50 ... 1219.50 1158.00 JM
119 jm2603 20250825 1193.00 ... 1225.00 1169.50 JM
120 jm2604 20250825 1202.00 ... 1237.50 1177.00 JM
121 jm2605 20250825 1210.00 ... 1244.00 1185.50 JM
122 jm2606 20250825 1217.50 ... 1252.00 1193.00 JM
123 jm2607 20250825 1227.50 ... 1261.00 1204.50 JM
124 jm2608 20250825 1241.50 ... 1267.50 1209.00 JM
125 l2509 20250825 7325.00 ... 7352.00 7332.00 L
126 l2510 20250825 7358.00 ... 7381.00 7360.00 L
127 l2511 20250825 7379.00 ... 7402.00 7381.00 L
128 l2512 20250825 7393.00 ... 7413.00 7390.00 L
129 l2601 20250825 7390.00 ... 7411.00 7385.00 L
130 l2602 20250825 7388.00 ... 7404.00 7379.00 L
131 l2603 20250825 7395.00 ... 7401.00 7387.00 L
132 l2604 20250825 7419.00 ... 7427.00 7411.00 L
133 l2605 20250825 7395.00 ... 7414.00 7394.00 L
134 l2606 20250825 7402.00 ... 7407.00 7387.00 L
135 l2607 20250825 7425.00 ... 7416.00 7395.00 L
136 l2608 20250825 7440.00 ... 7426.00 7375.00 L
137 lg2509 20250825 804.50 ... 805.00 801.00 LG
138 lg2511 20250825 819.50 ... 818.00 817.50 LG
139 lg2601 20250825 827.00 ... 828.50 826.50 LG
140 lg2603 20250825 834.00 ... 835.00 833.00 LG
141 lg2605 20250825 836.50 ... 835.50 833.00 LG
142 lg2607 20250825 836.50 ... 835.50 832.50 LG
143 lh2509 20250825 13850.00 ... 13795.00 13780.00 LH
144 lh2511 20250825 13950.00 ... 13925.00 13885.00 LH
145 lh2601 20250825 14180.00 ... 14210.00 14190.00 LH
146 lh2603 20250825 13290.00 ... 13325.00 13325.00 LH
147 lh2605 20250825 13795.00 ... 13760.00 13765.00 LH
148 lh2607 20250825 14190.00 ... 14175.00 14195.00 LH
149 m2509 20250825 3036.00 ... 3061.00 3050.00 M
150 m2511 20250825 3052.00 ... 3080.00 3067.00 M
151 m2512 20250825 3101.00 ... 3122.00 3106.00 M
152 m2601 20250825 3094.00 ... 3110.00 3094.00 M
153 m2603 20250825 3015.00 ... 3031.00 3024.00 M
154 m2605 20250825 2831.00 ... 2841.00 2841.00 M
155 m2607 20250825 2823.00 ... 2832.00 2828.00 M
156 m2608 20250825 2940.00 ... 2955.00 2951.00 M
157 p2509 20250825 9516.00 ... 9530.00 9472.00 P
158 p2510 20250825 9574.00 ... 9604.00 9538.00 P
159 p2511 20250825 9592.00 ... 9602.00 9530.00 P
160 p2512 20250825 9594.00 ... 9604.00 9544.00 P
161 p2601 20250825 9612.00 ... 9614.00 9546.00 P
162 p2602 20250825 9554.00 ... 9564.00 9502.00 P
163 p2603 20250825 9492.00 ... 9494.00 9440.00 P
164 p2604 20250825 9408.00 ... 9408.00 9344.00 P
165 p2605 20250825 9298.00 ... 9324.00 9250.00 P
166 p2606 20250825 9160.00 ... 9184.00 9104.00 P
167 p2607 20250825 9046.00 ... 9086.00 8982.00 P
168 p2608 20250825 8974.00 ... 8948.00 8884.00 P
169 pg2508 20250825 0.00 ... 3888.00 3888.00 PG
170 pg2509 20250825 3875.00 ... 3871.00 3894.00 PG
171 pg2510 20250825 4399.00 ... 4420.00 4392.00 PG
172 pg2511 20250825 4310.00 ... 4339.00 4317.00 PG
173 pg2512 20250825 4245.00 ... 4279.00 4257.00 PG
174 pg2601 20250825 4206.00 ... 4227.00 4207.00 PG
175 pg2602 20250825 4140.00 ... 4156.00 4140.00 PG
176 pg2603 20250825 4068.00 ... 4068.00 4050.00 PG
177 pg2604 20250825 4364.00 ... 4365.00 4344.00 PG
178 pg2605 20250825 4262.00 ... 4278.00 4254.00 PG
179 pg2606 20250825 4200.00 ... 4209.00 4160.00 PG
180 pg2607 20250825 4102.00 ... 4122.00 4100.00 PG
181 pp2509 20250825 6991.00 ... 7019.00 7006.00 PP
182 pp2510 20250825 6995.00 ... 7018.00 7004.00 PP
183 pp2511 20250825 7015.00 ... 7036.00 7021.00 PP
184 pp2512 20250825 7035.00 ... 7055.00 7039.00 PP
185 pp2601 20250825 7033.00 ... 7067.00 7044.00 PP
186 pp2602 20250825 7023.00 ... 7045.00 7023.00 PP
187 pp2603 20250825 7024.00 ... 7039.00 7028.00 PP
188 pp2604 20250825 7055.00 ... 7066.00 7058.00 PP
189 pp2605 20250825 7068.00 ... 7086.00 7068.00 PP
190 pp2606 20250825 7042.00 ... 7050.00 7037.00 PP
191 pp2607 20250825 7013.00 ... 7031.00 7022.00 PP
192 pp2608 20250825 7049.00 ... 7047.00 7045.00 PP
193 rr2509 20250825 3578.00 ... 3576.00 3580.00 RR
194 rr2510 20250825 3611.00 ... 3610.00 3612.00 RR
195 rr2511 20250825 3613.00 ... 3613.00 3611.00 RR
196 rr2512 20250825 3610.00 ... 3608.00 3610.00 RR
197 rr2601 20250825 3625.00 ... 3622.00 3620.00 RR
198 rr2602 20250825 3608.00 ... 3608.00 3609.00 RR
199 rr2603 20250825 0.00 ... 3610.00 3610.00 RR
200 rr2604 20250825 0.00 ... 3613.00 3613.00 RR
201 rr2605 20250825 3615.00 ... 3615.00 3615.00 RR
202 rr2606 20250825 0.00 ... 3605.00 3605.00 RR
203 rr2607 20250825 0.00 ... 3625.00 3625.00 RR
204 rr2608 20250825 0.00 ... 3581.00 3581.00 RR
205 v2509 20250825 4908.00 ... 4899.00 4870.00 V
206 v2510 20250825 4919.00 ... 4936.00 4908.00 V
207 v2511 20250825 4946.00 ... 4971.00 4939.00 V
208 v2512 20250825 4990.00 ... 5010.00 4977.00 V
209 v2601 20250825 5019.00 ... 5045.00 5004.00 V
210 v2602 20250825 5056.00 ... 5083.00 5044.00 V
211 v2603 20250825 5090.00 ... 5116.00 5080.00 V
212 v2604 20250825 5300.00 ... 5318.00 5268.00 V
213 v2605 20250825 5305.00 ... 5346.00 5297.00 V
214 v2606 20250825 5360.00 ... 5366.00 5328.00 V
215 v2607 20250825 5376.00 ... 5406.00 5356.00 V
216 v2608 20250825 5390.00 ... 5408.00 5370.00 V
217 y2509 20250825 8496.00 ... 8514.00 8470.00 Y
218 y2511 20250825 8496.00 ... 8500.00 8470.00 Y
219 y2512 20250825 8520.00 ... 8520.00 8488.00 Y
220 y2601 20250825 8466.00 ... 8472.00 8440.00 Y
221 y2603 20250825 8382.00 ... 8380.00 8378.00 Y
222 y2605 20250825 8146.00 ... 8164.00 8150.00 Y
223 y2607 20250825 8096.00 ... 8104.00 8084.00 Y
224 y2608 20250825 8090.00 ... 8112.00 8118.00 Y
[225 rows x 12 columns]
2025-08-25 18:26:35,114 - future_1d - INFO - ak.get_dce_daily('2025-08-25') done
index symbol date ... settle pre_settle variety
0 0 CU2509 20250825 ... 79260 78710 CU
1 1 CU2510 20250825 ... 79290 78700 CU
2 2 CU2511 20250825 ... 79290 78660 CU
3 3 CU2512 20250825 ... 79230 78630 CU
4 4 CU2601 20250825 ... 79240 78630 CU
5 5 CU2602 20250825 ... 79250 78620 CU
6 6 CU2603 20250825 ... 79240 78630 CU
7 7 CU2604 20250825 ... 79260 78650 CU
8 8 CU2605 20250825 ... 79350 78710 CU
9 9 CU2606 20250825 ... 79290 78720 CU
10 10 CU2607 20250825 ... 79350 78720 CU
11 11 CU2608 20250825 ... 79380 78730 CU
12 12 BC2509 20250825 ... 70290 69810 BC
13 13 BC2510 20250825 ... 70380 69840 BC
14 14 BC2511 20250825 ... 70530 69880 BC
15 15 BC2512 20250825 ... 69780 69780 BC
16 16 BC2601 20250825 ... 70100 70100 BC
17 17 BC2602 20250825 ... 70100 70100 BC
18 18 BC2603 20250825 ... 70100 70100 BC
19 19 BC2604 20250825 ... 70100 70100 BC
20 20 BC2605 20250825 ... 69800 69800 BC
21 21 BC2606 20250825 ... 69790 69790 BC
22 22 BC2607 20250825 ... 69370 69370 BC
23 23 BC2608 20250825 ... 69370 69370 BC
24 24 AL2509 20250825 ... 20760 20685 AL
25 25 AL2510 20250825 ... 20740 20670 AL
26 26 AL2511 20250825 ... 20710 20630 AL
27 27 AL2512 20250825 ... 20670 20590 AL
28 28 AL2601 20250825 ... 20640 20570 AL
29 29 AL2602 20250825 ... 20665 20565 AL
30 30 AL2603 20250825 ... 20685 20605 AL
31 31 AL2604 20250825 ... 20710 20605 AL
32 32 AL2605 20250825 ... 20720 20625 AL
33 33 AL2606 20250825 ... 20725 20640 AL
34 34 AL2607 20250825 ... 20720 20630 AL
35 35 AL2608 20250825 ... 20730 20660 AL
36 36 ZN2509 20250825 ... 22365 22260 ZN
37 37 ZN2510 20250825 ... 22355 22245 ZN
38 38 ZN2511 20250825 ... 22350 22230 ZN
39 39 ZN2512 20250825 ... 22345 22225 ZN
40 40 ZN2601 20250825 ... 22350 22215 ZN
41 41 ZN2602 20250825 ... 22310 22225 ZN
42 42 ZN2603 20250825 ... 22380 22260 ZN
43 43 ZN2604 20250825 ... 22405 22275 ZN
44 44 ZN2605 20250825 ... 22400 22285 ZN
45 45 ZN2606 20250825 ... 22415 22315 ZN
46 46 ZN2607 20250825 ... 22450 22300 ZN
47 47 ZN2608 20250825 ... 22465 22320 ZN
48 48 PB2509 20250825 ... 16830 16760 PB
49 49 PB2510 20250825 ... 16845 16765 PB
50 50 PB2511 20250825 ... 16865 16770 PB
51 51 PB2512 20250825 ... 16885 16800 PB
52 52 PB2601 20250825 ... 16895 16830 PB
53 53 PB2602 20250825 ... 16945 16895 PB
54 54 PB2603 20250825 ... 16910 16855 PB
55 55 PB2604 20250825 ... 16900 16900 PB
56 56 PB2605 20250825 ... 17000 16955 PB
57 57 PB2606 20250825 ... 17055 16990 PB
58 58 PB2607 20250825 ... 16975 16975 PB
59 59 PB2608 20250825 ... 16990 16990 PB
60 60 NI2509 20250825 ... 120100 119460 NI
61 61 NI2510 20250825 ... 120270 119610 NI
62 62 NI2511 20250825 ... 120450 119780 NI
63 63 NI2512 20250825 ... 120680 120010 NI
64 64 NI2601 20250825 ... 120990 120330 NI
65 65 NI2602 20250825 ... 121350 120580 NI
66 66 NI2603 20250825 ... 121660 120810 NI
67 67 NI2604 20250825 ... 121850 121210 NI
68 68 NI2605 20250825 ... 122100 121370 NI
69 69 NI2606 20250825 ... 122600 121700 NI
70 70 NI2607 20250825 ... 122840 121990 NI
71 71 NI2608 20250825 ... 123310 122430 NI
72 72 SN2509 20250825 ... 269030 266330 SN
73 73 SN2510 20250825 ... 269340 266530 SN
74 74 SN2511 20250825 ... 269660 266670 SN
75 75 SN2512 20250825 ... 269710 266700 SN
76 76 SN2601 20250825 ... 269710 267070 SN
77 77 SN2602 20250825 ... 269800 267140 SN
78 78 SN2603 20250825 ... 270160 267450 SN
79 79 SN2604 20250825 ... 271600 268060 SN
80 80 SN2605 20250825 ... 271840 268340 SN
81 81 SN2606 20250825 ... 271820 268190 SN
82 82 SN2607 20250825 ... 271600 268340 SN
83 83 SN2608 20250825 ... 272450 269810 SN
84 84 AO2509 20250825 ... 3157 3127 AO
85 85 AO2510 20250825 ... 3151 3118 AO
86 86 AO2511 20250825 ... 3158 3125 AO
87 87 AO2512 20250825 ... 3167 3133 AO
88 88 AO2601 20250825 ... 3180 3142 AO
89 89 AO2602 20250825 ... 3173 3135 AO
90 90 AO2603 20250825 ... 3174 3134 AO
91 91 AO2604 20250825 ... 3172 3131 AO
92 92 AO2605 20250825 ... 3171 3134 AO
93 93 AO2606 20250825 ... 3175 3140 AO
94 94 AO2607 20250825 ... 3175 3140 AO
95 95 AO2608 20250825 ... 3186 3141 AO
96 96 AD2511 20250825 ... 20280 20190 AD
97 97 AD2512 20250825 ... 20275 20185 AD
98 98 AD2601 20250825 ... 20270 20160 AD
99 99 AD2602 20250825 ... 20210 20090 AD
100 100 AD2603 20250825 ... 20220 20050 AD
101 101 AD2604 20250825 ... 19975 19975 AD
102 102 AD2605 20250825 ... 19990 19925 AD
103 103 AD2606 20250825 ... 19765 19765 AD
104 104 AD2607 20250825 ... 19925 19925 AD
105 105 AD2608 20250825 ... 19925 19925 AD
106 106 AU2509 20250825 ... 778.3 773.94 AU
107 107 AU2510 20250825 ... 778.94 775.62 AU
108 108 AU2511 20250825 ... 780.54 776.98 AU
109 109 AU2512 20250825 ... 781.2 777.46 AU
110 110 AU2602 20250825 ... 783 779.6 AU
111 111 AU2604 20250825 ... 785.58 781.08 AU
112 112 AU2606 20250825 ... 787.32 782.52 AU
113 113 AU2608 20250825 ... 789.1 784.74 AU
114 114 AG2509 20250825 ... 9331 9207 AG
115 115 AG2510 20250825 ... 9344 9220 AG
116 116 AG2511 20250825 ... 9342 9228 AG
117 117 AG2512 20250825 ... 9364 9239 AG
118 118 AG2601 20250825 ... 9367 9252 AG
119 119 AG2602 20250825 ... 9376 9265 AG
120 120 AG2603 20250825 ... 9388 9278 AG
121 121 AG2604 20250825 ... 9400 9289 AG
122 122 AG2605 20250825 ... 9410 9302 AG
123 123 AG2606 20250825 ... 9431 9318 AG
124 124 AG2607 20250825 ... 9451 9331 AG
125 125 AG2608 20250825 ... 9471 9352 AG
126 126 RB2509 20250825 ... 3119 3100 RB
127 127 RB2510 20250825 ... 3144 3116 RB
128 128 RB2511 20250825 ... 3154 3130 RB
129 129 RB2512 20250825 ... 3211 3178 RB
130 130 RB2601 20250825 ... 3224 3194 RB
131 131 RB2602 20250825 ... 3209 3183 RB
132 132 RB2603 20250825 ... 3226 3198 RB
133 133 RB2604 20250825 ... 3244 3216 RB
134 134 RB2605 20250825 ... 3258 3231 RB
135 135 RB2606 20250825 ... 3272 3245 RB
136 136 RB2607 20250825 ... 3285 3258 RB
137 137 RB2608 20250825 ... 3282 3262 RB
138 138 WR2509 20250825 ... 3342 3342 WR
139 139 WR2510 20250825 ... 3387 3360 WR
140 140 WR2511 20250825 ... 3373 3347 WR
141 141 WR2512 20250825 ... 3486 3459 WR
142 142 WR2601 20250825 ... 3380 3372 WR
143 143 WR2602 20250825 ... 3503 3503 WR
144 144 WR2603 20250825 ... 3438 3438 WR
145 145 WR2604 20250825 ... 3455 3455 WR
146 146 WR2605 20250825 ... 3429 3455 WR
147 147 WR2606 20250825 ... 3435 3407 WR
148 148 WR2607 20250825 ... 3453 3522 WR
149 149 WR2608 20250825 ... 3477 3547 WR
150 150 HC2509 20250825 ... 3416 3387 HC
151 151 HC2510 20250825 ... 3391 3358 HC
152 152 HC2511 20250825 ... 3389 3357 HC
153 153 HC2512 20250825 ... 3390 3356 HC
154 154 HC2601 20250825 ... 3378 3346 HC
155 155 HC2602 20250825 ... 3379 3353 HC
156 156 HC2603 20250825 ... 3384 3351 HC
157 157 HC2604 20250825 ... 3384 3355 HC
158 158 HC2605 20250825 ... 3385 3356 HC
159 159 HC2606 20250825 ... 3391 3365 HC
160 160 HC2607 20250825 ... 3401 3371 HC
161 161 HC2608 20250825 ... 3396 3374 HC
162 162 SS2509 20250825 ... 12750 12685 SS
163 163 SS2510 20250825 ... 12830 12755 SS
164 164 SS2511 20250825 ... 12900 12830 SS
165 165 SS2512 20250825 ... 12945 12860 SS
166 166 SS2601 20250825 ... 13000 12920 SS
167 167 SS2602 20250825 ... 13020 12950 SS
168 168 SS2603 20250825 ... 13095 13015 SS
169 169 SS2604 20250825 ... 13180 13075 SS
170 170 SS2605 20250825 ... 13220 13140 SS
171 171 SS2606 20250825 ... 13285 13190 SS
172 172 SS2607 20250825 ... 13345 13240 SS
173 173 SS2608 20250825 ... 13300 13300 SS
174 174 SC2509 20250825 ... 486.8 485.6 SC
175 175 SC2510 20250825 ... 493.5 491 SC
176 176 SC2511 20250825 ... 491.9 489.6 SC
177 177 SC2512 20250825 ... 489.5 487.8 SC
178 178 SC2601 20250825 ... 488.1 486.8 SC
179 179 SC2602 20250825 ... 486.9 486.5 SC
180 180 SC2603 20250825 ... 485.7 485.8 SC
181 181 SC2604 20250825 ... 485.5 484.4 SC
182 182 SC2605 20250825 ... 483.1 483.7 SC
183 183 SC2606 20250825 ... 483.4 483.3 SC
184 184 SC2607 20250825 ... 481.1 482.8 SC
185 185 SC2608 20250825 ... 482.2 482 SC
186 186 SC2609 20250825 ... 480.7 480.6 SC
187 187 SC2612 20250825 ... 483.6 481.2 SC
188 188 SC2703 20250825 ... 478.9 481.1 SC
189 189 SC2706 20250825 ... 481.1 481.1 SC
190 190 SC2709 20250825 ... 480.1 475 SC
191 191 SC2712 20250825 ... 479.2 478.4 SC
192 192 SC2803 20250825 ... 479.5 469.9 SC
193 193 SC2806 20250825 ... 471.9 467.9 SC
194 194 LU2509 20250825 ... 3452 3488 LU
195 195 LU2510 20250825 ... 3511 3469 LU
196 196 LU2511 20250825 ... 3521 3467 LU
197 197 LU2512 20250825 ... 3508 3453 LU
198 198 LU2601 20250825 ... 3488 3433 LU
199 199 LU2602 20250825 ... 3465 3423 LU
200 200 LU2603 20250825 ... 3458 3420 LU
201 201 LU2604 20250825 ... 3455 3418 LU
202 202 LU2605 20250825 ... 3443 3405 LU
203 203 LU2606 20250825 ... 3438 3407 LU
204 204 LU2607 20250825 ... 3434 3407 LU
205 205 LU2608 20250825 ... 3435 3401 LU
206 206 FU2509 20250825 ... 2805 2765 FU
207 207 FU2510 20250825 ... 2878 2767 FU
208 208 FU2511 20250825 ... 2848 2763 FU
209 209 FU2512 20250825 ... 2829 2756 FU
210 210 FU2601 20250825 ... 2812 2750 FU
211 211 FU2602 20250825 ... 2806 2750 FU
212 212 FU2603 20250825 ... 2793 2747 FU
213 213 FU2604 20250825 ... 2786 2745 FU
214 214 FU2605 20250825 ... 2782 2742 FU
215 215 FU2606 20250825 ... 2771 2735 FU
216 216 FU2607 20250825 ... 2749 2718 FU
217 217 FU2608 20250825 ... 2732 2705 FU
218 218 BU2509 20250825 ... 3540 3512 BU
219 219 BU2510 20250825 ... 3504 3479 BU
220 220 BU2511 20250825 ... 3470 3437 BU
221 221 BU2512 20250825 ... 3422 3388 BU
222 222 BU2601 20250825 ... 3386 3349 BU
223 223 BU2602 20250825 ... 3388 3357 BU
224 224 BU2603 20250825 ... 3385 3355 BU
225 225 BU2604 20250825 ... 3357 3357 BU
226 226 BU2605 20250825 ... 3381 3357 BU
227 227 BU2606 20250825 ... 3372 3352 BU
228 228 BU2607 20250825 ... 3347 3347 BU
229 229 BU2608 20250825 ... 3356 3317 BU
230 230 BU2609 20250825 ... 3361 3326 BU
231 231 BU2612 20250825 ... 3319 3304 BU
232 232 BU2703 20250825 ... 3335 3310 BU
233 233 BU2706 20250825 ... 3340 3321 BU
234 234 BR2509 20250825 ... 11920 11695 BR
235 235 BR2510 20250825 ... 11925 11700 BR
236 236 BR2511 20250825 ... 11915 11685 BR
237 237 BR2512 20250825 ... 11920 11695 BR
238 238 BR2601 20250825 ... 11920 11715 BR
239 239 BR2602 20250825 ... 11960 11760 BR
240 240 BR2603 20250825 ... 11975 11770 BR
241 241 BR2604 20250825 ... 12025 11770 BR
242 242 BR2605 20250825 ... 12030 11830 BR
243 243 BR2606 20250825 ... 12115 11880 BR
244 244 BR2607 20250825 ... 12080 12010 BR
245 245 BR2608 20250825 ... 12005 11825 BR
246 246 RU2509 20250825 ... 14850 14670 RU
247 247 RU2510 20250825 ... 14840 14680 RU
248 248 RU2511 20250825 ... 14850 14650 RU
249 249 RU2601 20250825 ... 15840 15640 RU
250 250 RU2603 20250825 ... 15915 15645 RU
251 251 RU2604 20250825 ... 15920 15700 RU
252 252 RU2605 20250825 ... 15955 15730 RU
253 253 RU2606 20250825 ... 15945 15765 RU
254 254 RU2607 20250825 ... 16035 15740 RU
255 255 RU2608 20250825 ... 16090 15940 RU
256 256 NR2509 20250825 ... 12665 12455 NR
257 257 NR2510 20250825 ... 12720 12515 NR
258 258 NR2511 20250825 ... 12750 12540 NR
259 259 NR2512 20250825 ... 12790 12565 NR
260 260 NR2601 20250825 ... 12805 12595 NR
261 261 NR2602 20250825 ... 12775 12570 NR
262 262 NR2603 20250825 ... 12735 12600 NR
263 263 NR2604 20250825 ... 12760 12650 NR
264 264 NR2605 20250825 ... 12915 12605 NR
265 265 NR2606 20250825 ... 12745 12745 NR
266 266 NR2607 20250825 ... 12780 12650 NR
267 267 NR2608 20250825 ... 12780 12650 NR
268 268 SP2509 20250825 ... 5084 5068 SP
269 269 SP2510 20250825 ... 5110 5072 SP
270 270 SP2511 20250825 ... 5130 5092 SP
271 271 SP2512 20250825 ... 5144 5110 SP
272 272 SP2601 20250825 ... 5398 5360 SP
273 273 SP2602 20250825 ... 5382 5324 SP
274 274 SP2603 20250825 ... 5394 5326 SP
275 275 SP2604 20250825 ... 5378 5328 SP
276 276 SP2605 20250825 ... 5392 5338 SP
277 277 SP2606 20250825 ... 5402 5332 SP
278 278 SP2607 20250825 ... 5412 5350 SP
279 279 SP2608 20250825 ... 5416 5356 SP
280 280 EC2508 20250825 ... 2129.8 2125 EC
281 281 EC2510 20250825 ... 1356.3 1324 EC
282 282 EC2512 20250825 ... 1691 1688.2 EC
283 283 EC2602 20250825 ... 1492.6 1485.3 EC
284 284 EC2604 20250825 ... 1294.4 1275.8 EC
285 285 EC2606 20250825 ... 1451.3 1451.2 EC
286 287 SC_TAS2510 20250825 ... SC_TAS
287 288 SC_TAS2511 20250825 ... SC_TAS
288 289 SC_TAS2512 20250825 ... SC_TAS
[289 rows x 13 columns]
2025-08-25 18:26:35,236 - future_1d - INFO - ak.get_shfe_daily('2025-08-25') done
symbol date open ... settle pre_settle variety
0 PS2509 20250825 52400.0 ... 52030.0 51190.0 PS
1 PS2510 20250825 53265.0 ... 52220.0 51315.0 PS
2 PS2511 20250825 52320.0 ... 52055.0 51205.0 PS
3 PS2512 20250825 54980.0 ... 54365.0 53460.0 PS
4 PS2601 20250825 54665.0 ... 54450.0 53525.0 PS
5 PS2602 20250825 55005.0 ... 54765.0 53685.0 PS
6 PS2603 20250825 55200.0 ... 54725.0 53835.0 PS
7 PS2604 20250825 56800.0 ... 55040.0 54070.0 PS
8 PS2605 20250825 54800.0 ... 54890.0 54020.0 PS
9 PS2606 20250825 57380.0 ... 57365.0 56705.0 PS
10 PS2607 20250825 57070.0 ... 57525.0 56840.0 PS
11 PS2608 20250825 57000.0 ... 57555.0 56955.0 PS
13 SI2509 20250825 8870.0 ... 8745.0 8620.0 SI
14 SI2510 20250825 8885.0 ... 8760.0 8665.0 SI
15 SI2511 20250825 8930.0 ... 8765.0 8670.0 SI
16 SI2512 20250825 9255.0 ... 9120.0 9005.0 SI
17 SI2601 20250825 9220.0 ... 9120.0 8990.0 SI
18 SI2602 20250825 9215.0 ... 9105.0 8970.0 SI
19 SI2603 20250825 9215.0 ... 9100.0 8990.0 SI
20 SI2604 20250825 9230.0 ... 9135.0 8995.0 SI
21 SI2605 20250825 9250.0 ... 9150.0 9010.0 SI
22 SI2606 20250825 9255.0 ... 9165.0 9025.0 SI
23 SI2607 20250825 9220.0 ... 9155.0 9025.0 SI
24 SI2608 20250825 9205.0 ... 9195.0 8975.0 SI
27 LC2509 20250825 82740.0 ... 80100.0 80160.0 LC
28 LC2510 20250825 80200.0 ... 79840.0 79940.0 LC
29 LC2511 20250825 81000.0 ... 79620.0 79620.0 LC
30 LC2512 20250825 80020.0 ... 79220.0 79160.0 LC
31 LC2601 20250825 80000.0 ... 78840.0 78820.0 LC
32 LC2602 20250825 81300.0 ... 79220.0 78260.0 LC
33 LC2603 20250825 80100.0 ... 78440.0 77920.0 LC
34 LC2604 20250825 79280.0 ... 77960.0 77800.0 LC
35 LC2605 20250825 78500.0 ... 77880.0 77860.0 LC
36 LC2606 20250825 79320.0 ... 77880.0 77520.0 LC
37 LC2607 20250825 78300.0 ... 77680.0 77580.0 LC
38 LC2608 20250825 79300.0 ... 78180.0 78180.0 LC
[36 rows x 12 columns]
2025-08-25 18:26:35,396 - future_1d - INFO - ak.get_gfex_daily('2025-08-25') done
symbol date open ... settle pre_settle variety
0 IC2509 20250825 6836.000 ... 6904.000 6787.200 IC
1 IC2510 20250825 6820.000 ... 6872.000 6750.800 IC
2 IC2512 20250825 6750.000 ... 6786.600 6662.800 IC
3 IC2603 20250825 6643.800 ... 6665.800 6537.800 IC
4 IF2509 20250825 4425.000 ... 4458.400 4374.400 IF
5 IF2510 20250825 4410.600 ... 4451.600 4369.400 IF
6 IF2512 20250825 4410.000 ... 4441.400 4353.400 IF
7 IF2603 20250825 4400.000 ... 4423.400 4334.400 IF
8 IH2509 20250825 2959.000 ... 2983.600 2929.400 IH
9 IH2510 20250825 2958.400 ... 2982.800 2928.000 IH
10 IH2512 20250825 2960.000 ... 2986.000 2931.000 IH
11 IH2603 20250825 2965.000 ... 2988.200 2932.800 IH
12 IM2509 20250825 7400.000 ... 7423.000 7319.600 IM
13 IM2510 20250825 7361.200 ... 7374.000 7272.600 IM
14 IM2512 20250825 7242.000 ... 7273.600 7159.200 IM
15 IM2603 20250825 7081.200 ... 7121.800 7009.800 IM
16 T2509 20250825 107.765 ... 108.125 107.905 T
17 T2512 20250825 107.580 ... 107.925 107.655 T
18 T2603 20250825 107.355 ... 107.670 107.405 T
19 TF2509 20250825 105.460 ... 105.575 105.470 TF
20 TF2512 20250825 105.300 ... 105.515 105.370 TF
21 TF2603 20250825 105.350 ... 105.360 105.285 TF
22 TL2509 20250825 116.290 ... 117.150 116.440 TL
23 TL2512 20250825 115.680 ... 116.720 115.900 TL
24 TL2603 20250825 115.390 ... 116.370 115.540 TL
25 TS2509 20250825 102.318 ... 102.334 102.318 TS
26 TS2512 20250825 102.312 ... 102.390 102.318 TS
27 TS2603 20250825 102.278 ... 102.316 102.298 TS
[28 rows x 12 columns]
2025-08-25 18:26:35,709 - future_1d - INFO - ak.get_cffex_daily('2025-08-25') done
2025-08-25 18:26:37,512 - future_1d - INFO - save future_daily 2025-08-25 completed